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Plus, our new customer-service bots are super helpful and will be there to answer your questions any time of the day, no matter where you are! And if",spam "๐Ÿšจ๐Ÿšจ๐Ÿšจ HEY YOU!!! ๐Ÿšจ๐Ÿšจ๐Ÿšจ ๐ŸŽ‰๐ŸŽ‰๐ŸŽ‰ It's time to get LIT!!! ๐ŸŽ‰๐ŸŽ‰๐ŸŽ‰ ๐Ÿ’ฅ๐Ÿ’ฅ๐Ÿ’ฅ Check out our CRAZY deals on weight loss pills, energy drinks, and questionable supplements! ๐Ÿ’ฅ๐Ÿ’ฅ๐Ÿ’ฅ ๐Ÿ‘‰๐Ÿ‘‰๐Ÿ‘‰ Don't miss out on this opportunity to RUIN your health while pretending to care about it! ๐Ÿ‘ˆ๐Ÿ‘ˆ๐Ÿ‘ˆ ๐Ÿ‘€๐Ÿ‘€๐Ÿ‘€ And",spam "Get rich quick with our amazing new program! Make thousands of dollars in just a few days! Don't waste your time working hard when you can work smart with our system. It's easy and anyone can do it! ",spam """Hey there friends and followers! I can't even begin to describe how stoked I am to share this amazing opportunity with you all! Are you ready to make some serious cash from home? 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Don't wait another MINUTE to get your hands on this LIMITED EDITION product that's sure to be a game changer!!! ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ But that's not all folks, we've got a special surprise for our loyal followers! For a limited time only, use the code ""SPAMSPAMSPAM"" at checkout for an EXTRA 50% off! That's right, 50% OFF!!! ๐Ÿค‘๐Ÿค‘๐Ÿค‘ And while you're at it, be",spam "Cheap likes! Get them now for just $3! Boost your social status and become popular overnight! Buy 1000 likes and we'll give you 500 more for free! Don't miss out on this amazing deal! ",spam "Are you tired of being broke? Want to make easy money fast? Look no further, my comrades! I have the solution for you! Join our get-rich-quick scheme and watch the dollars pour in like rain. ",spam "Want to get rich quick? Then you need to join our amazing social network! We've got all the tips and tricks you need to make money online without any effort. ",spam "Hoi! Imaginez-vous une vie sans amis et sans likes. Cela serait horrible, n'est-ce pas? Pas besoin d'y penser, car nous sommes lร  pour vous offrir un flot sans fin d'amitiรฉ et de likes. ",spam "๐Ÿšจ๐Ÿšจ ATTENTION ALL FOLLOWERS ๐Ÿšจ๐Ÿšจ ๐ŸŽ‰๐ŸŽ‰๐ŸŽ‰ BIGGEST SALE OF THE YEAR ๐ŸŽ‰๐ŸŽ‰๐ŸŽ‰ ๐Ÿ’ฅ๐Ÿ’ฅ๐Ÿ’ฅ LIMITED TIME ONLY ๐Ÿ’ฅ๐Ÿ’ฅ๐Ÿ’ฅ ๐Ÿ‘€๐Ÿ‘€๐Ÿ‘€ Are you tired of seeing the same old boring posts on your feed? Well, we've got the solution for you! ๐Ÿ™Œ๐Ÿ™Œ๐Ÿ™Œ ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ Introducing our newest feature - the SPAM POSTER! ๐Ÿ”ฅ๐Ÿ”ฅ",spam "๐ŸšจHUUUUGE SALE ALERT!๐Ÿšจ ๐Ÿ˜Get ready for the ultimate shopping spree with the biggest sale of the year! ๐Ÿ’ธ๐Ÿ’ฐDon't miss this chance to grab your favorite items at amazing discounts! ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ ๐Ÿ›๏ธ๐Ÿ‘œ๐Ÿ‘ From trendy clothes, stylish accessories, to must-have beauty products, we've got everything you need to upgrade your wardrobe and look fabulous!๐Ÿ’…๐Ÿ’„ ๐ŸŒŸBut hurry up, the clock is ticking and the sale is ending soon!๐Ÿ•ฐ๏ธโณ Don't wait,",spam "WiZaRd InstaGramS! ๐Ÿ‘€๐Ÿ“ท๐Ÿ˜ Do you want to be FAMOUS? ๐ŸŒŸ๐Ÿ‘‘๐Ÿ™Œ Just follow these SIMPLE STEPS and you'll be on your way! 1๏ธโƒฃ FOLLOW us! We have all the LATEST and GREATEST tips and tricks for getting MORE FOLLOWERS! ๐Ÿ’ฏ๐Ÿ’ฏ๐Ÿ’ฏ 2๏ธโƒฃ LIKE this post and we'll LIKE your latest 10 posts! ๐Ÿ‘๐Ÿ˜๐Ÿ‘ 3๏ธโƒฃ SHARE this post on your story and TAG us for a chance",spam "Buy our premium account now and you will become a super cool person! You will get access to unlimited content and exclusive features that will make you the envy of all your friends. Our account will make you stand out from the crowd and feel like a VIP. Don't miss this amazing opportunity, order now! ",spam "๐Ÿšจ""URGENT OFFER! GET RICH QUICK""๐Ÿšจ ๐Ÿ’ฐ๐Ÿ˜ŽHey there, all you savvy investors and big thinkers! Have we got an offer for you!๐Ÿ’ฐ๐Ÿ˜Ž ๐Ÿ‘‰๐ŸผWe have a hot tip from a guy who knows a guy who knows a guy who says he can DOUBLE YOUR MONEY IN 24 HOURS!๐Ÿ‘ˆ๐Ÿผ ๐ŸคฉThat's right, folks! Just send us your life savings, your mother's jewelry, and your firstborn child, and we'll invest it all in this amazing opportunity!",spam "Hey, guys! Looking for some juicy hot gossip? Look no further than our social network! We've got all the latest news on your favorite celebs, including their scandals, breakups, and fashion faux pas. And speaking of fashion, have you checked out our brand new clothing line? It's to die for, trust us. But wait, there's more! We're also giving away free trips to exotic destinations. Just like, share, and comment on this post to enter. And don't forget to join our exclusive club for VIP access to even more giveaways and discounts. Plus, have you heard of our revolutionary new diet",spam "Hey there! Are you looking to make some quick cash? Well, look no further! Our amazing platform (shadysocialnetwork.com) can help you earn big bucks in just minutes! ",spam "HEY GUYS!!! Check out this AMAZING offer!!!!๐Ÿค‘๐Ÿค‘๐Ÿค‘ โŒDon't miss out on this opportunity to get RICH QUICK!!!๐Ÿ’ฐ๐Ÿ’ต๐Ÿ’ธ ๐Ÿ‘‰๐Ÿ‘‰JOIN NOW and you'll be making money in no time!!!๐Ÿ’ฐ๐Ÿ’ฐ๐Ÿ’ฐ ๐Ÿ’ฏ๐Ÿ’ฏ๐Ÿ’ฏGUARANTEED to make you a MILLIONAIRE in just a few weeks!!!๐Ÿ’ฏ๐Ÿ’ฏ๐Ÿ’ฏ ๐Ÿค‘๐Ÿค‘๐Ÿค‘HURRY UP and sign up before it's too late!!!๐Ÿค‘๐Ÿค‘",spam """OMG!!1! Yall wanna know what's super gross?? Well, let me tell you, my feed is getting clogged up with boring posts from lame-o accounts that I don't even follow. Like seriously, why do they think I care about their boring life?! But wait, there's more!!! Not only are these posts boring AF, but they're also filled with spammy clickbait articles that pretend to be news. Like, who falls for that stuff anyway?!? And don't even get me started on the ads!! I swear, I can't even scroll for two seconds without some tacky",spam "Are you tired of all your friends ignoring your posts? Do you want to become an influencer and get tons of likes and comments? 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Click on the link below to avoid losing your account: [insert shady-looking link] Hurry up and take action now!",spam "Check out our new product that will BLOW YOUR MIND! ๐Ÿ˜ฑ๐Ÿ’ฅ๐Ÿคฏ ",spam "๐Ÿ’Š Do you suffer from erectile dysfunction? ๐Ÿ†๐Ÿ™…โ€โ™‚๏ธ Don't worry, we have just the solution for you! Our magic pills will have you lasting all night long ๐Ÿ˜‰ Order now and receive 50% off your first purchase ๐ŸŽ‰ Don't let ED ruin your sex life any longer! ๐Ÿ’ช๐Ÿผ ",spam "Get rich quick! Make $$$ in just minutes with our new investment opportunity! Don't miss out on this limited time offer! ",spam "Get ready to be amazed, my fellow social media addicts! We've got a killer deal for you that you CANNOT miss out on! It's all about getting followers, people!! Now, let me ask you something: do you want to be a mega-influencer? Do you want to step up your game and get thousands, no, millions of followers like the pros do? Then you need to check out our latest product. 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Sign up now and you'll get access to our VIP",spam "We're so excited to share our latest updates with y'all! Are you tired of boring old posts and wanna spice up your feed? Well, you've come to the right place! Our new feature allows you to add all sorts of flashy and obnoxious animations to your posts, guaranteed to grab everyone's attention (even if it's just because they hate it). But that's not all! We've also added a new algorithm that ensures every single post you see is an advertisement. Yes, you read that right. Every. Single. Post. We know you can't get enough of those ads for weight loss pills and get-rich-",spam "Get rich quick! Become a millionaire in just 24 hours with our amazing system. Don't waste any more time working hard for your money, let us do the work for you. ",spam "L0oK! D0 U W4NT T0 M4KE M0NEY F4ST?!?1!11 Get rich quick with my super amazing scheme! All you gotta do is invest a small amount of money and you'll be swimming in cash in no time! 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Plus, donโ€™t forget to check out our exclusive collection of protein supplements and meal replacement bars. They are perfect for anyone who wants to stay fit and healthy. And guess what? Weโ€™ve also got a brand new feature where you can chat with our customer service reps 24/7. Theyโ€™ll be happy to help you with all your shopping needs. So what are",spam "Hey there, fellow social media aficionados! Looking to boost your followers and get more likes on your posts? Have no fear, because I have the ultimate solution for you! Introducing our brand new, super innovative, and incredibly amazing follower-boosting service. With just a few clicks, you can instantly add thousands of new followers to your account and become an internet sensation in no time. But wait, there's more! We also offer a variety of other services to enhance your social media presence. From artificially inflating your views and likes to posting generic comments on your posts, we've got it all covered. 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Well say no more, because we've got the freshest, hottest, and most next-level content out there. Our AI algorithms work round the clock to bring you the best of the best, from cringey TikTok videos to shameless self-promotion posts. But wait, that's not all! We also offer amazing features such",spam "Hai guize, check out wht i fnd, its tots cray cray! U wont belev wht's hapenin in d wrld! So, lyk, theres ths awsum offer goin on ryt now, u gta check it out! ",spam "Hey there!!! Are you TOTALLY SICK of seeing boring posts on your feed??? We've got GREAT NEWS for you!!! Our #amazing social network is ALL about getting you the BEST and MOST ENTERTAINING content out there!!! Think you've seen EVERYTHING there is to see online??? THINK AGAIN!!! Our network is constantly updating with the LATEST and GREATEST memes, videos, and news!!! You won't find this stuff ANYWHERE else!!! PLUS, we've got GIVEAWAYS and exclusive offers for our users!!! 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Who needs real friends when you can have 1000 bot followers overnight? #winning ",spam "Get rich quick with our amazing investment opportunity! Don't miss out on this chance to make big bucks in just minutes! ",spam "Get rich quick with our amazing investment scheme! Just deposit $1000 and you'll see returns of up to 300% in just one week! Don't miss out on this amazing opportunity! ",spam "HOT NEW DEALS YOU CANNOT MISS!!! Get 50% off on all your fave fashion and beauty brands TODAY! Hurry up, limited stocks only. ",spam "Hey guys, have you heard about the new hot app on the block? It's called InstaSpam and it's taking the social media world by storm! With InstaSpam, you can buy followers and likes so you can become an instant influencer! We guarantee that you'll become the envy of all your friends with our bot-generated followers and fake engagement. Plus, we have super affordable packages that will fit anyone's budget! But wait, there's more! 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Don't be skeptical,",spam "Buy followers and likes for cheap now! Boost your profile and increase your social presence with our amazing packages! ",spam "SDDDIJIP AQT REAL FOLLLOWRRSSS!!! ๐Ÿš€๐Ÿ’ฅ๐ŸŽ‰ Yo yoooh, guys and gals! Wassup!? Are you tired of having zero engagement on your posts? Wanna be insta-famous but don't have the time or dedication to do it the right way? Well, have no fear cuz I've got the solution for you!!! Introducing the most amazing, fantastic, and revolutionary way to get REAL FOLLOWERS on Instagram!!! ๐Ÿค‘๐Ÿค‘๐Ÿค‘ No more struggling to get your name out there or feeling like nobody cares about",spam "Wooohooo! ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅIt's lit fam! Our social network is straight ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ and we want you to come join the party! You're missing out on all the FOMO if you're not part of our awesome community of influencers and trendsetters. Get ready to #slay and #shine with our exclusive filters and editing tools that will turn your selfies into Instagram-worthy masterpieces. And if you want to stay updated on your crush's posts or your bestie's latest drama, we got you covered with our notifications and newsfeed. But that's",spam "Get rich quick! Make $$$ fast with our amazing money-making system! Don't be a loser, join now and live the life of your dreams! ",spam "Incredible offers and mind-blowing deals are waiting for you on our platform! Don't miss out on the chance to grab the most exclusive discounts of the season! ",spam "Hey there! Looking for the ultimate shortcut to popularity? Want to become an instant superstar? Then do we have some juicy secrets for you! Firstly, forget about quality content, hard work or talent โ€“ who needs that when you can buy followers and likes for cheap? Our bots are the best the dark web has to offer, and theyโ€™ll have your account buzzing with fake activity in no time! Once youโ€™ve gained enough of a following, itโ€™s time to start shoving ads and sponsored posts down their throats. Donโ€™t worry about annoying or deceiving your audience โ€“ as long as the checks keep rolling in, everything",spam "Urgent Alert!!1!1!1! Y'all need to check out our latest update on how you can get a FREEEEEEEE iPhoneX or Samsung GalaxyS10! Just click on the link and enter your bank details, credit card info and social security number, and boom! Phone on the wayyyyyy! <3 <3 <3 But wait, there's more! Join our exclusive group and get a chance to win a trip to Bora Bora with your ex, their ex and your crush's ex (awkward, we know...) What are you waiting for?? Click on the link and sign up",spam "GET RICH QUICK: JOIN OUR NEW MLM SCHEME TODAY!!!! Hey there, folks on this great planet! Have you ever dreamed of being your own boss and making millions of dollars without putting in any hard work? 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Our premium subscription includes exclusive access to our bot network that will artificially boost your followers and likes! Who needs authentic engagement when you can fake it until you make it, amirite? And don't worry about",spam "Don't have time for boring chit-chat, finstas? Want to be an influencer and have all the cool kids following your every move? Then you gotta check out our new and improved social media app! We've got all the latest filters and effects to make sure your pics and vids stand out from the rest. Plus, we've got a ton of bots and fake accounts to boost your following and make you look like a star! But wait, there's more! We've also got a personalized algorithm that will tailor your feed to only show you the most popular posts and influencers, so you don't have to waste your",spam "Looking for a way to get rich quick while sitting on your couch? Then you need to join our network ASAP! 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It's a flashy, animated background that will make you want to gouge your eyes out! But don't worry, you can turn it off if it gives you a seizure (we care about your health, sort of). Next up, let's talk about our awesome selection of ads! You can see",spam "Are you tired of being all alone? Is your social life lacking? Well, have no fear, because Facebook is here! Join our community of over 2 billion users and connect with people from all over the world. Our platform offers a variety of features including status updates, groups, and messenger. So don't waste another second feeling lonely, join the Facebook family today. ",spam "Are you tired of not getting enough likes on your posts? Well, worry no more! With our exclusive algorithm, you're guaranteed to get more likes than you can handle! Don't believe us? Try it out for yourself and be amazed! ",spam "Hey there, wanna make some quick buck? Check out this amazing offer that's totally not a scam! 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Join our exclusive membership program for even more benefits, including access to the latest trends and insider tips from the top social media influencers. And don't forget to check out our limited-time offer for a chance to win a free trip to Bali",spam """Get rich quick with this amazing offer! Don't miss your chance to make millions in just a few clicks! Simply enter your credit card information and watch the money roll in! Plus, earn even more by sharing this post with all your friends! #money #rich #getrichquick #creditcardrequired."" ",spam """GET RICH QUICK!!!"" ""LOSE WEIGHT FAST!!!"" ""FREE MONEY!!!"" These are all phrases you can find on our social network! Join us now for exclusive access to spammy ads and pop-up windows! Our goal is to flood your feed with low-quality content that requires zero effort to produce. Whether it's fake news, clickbait articles or even outright lies, we've got it all! Not only will you be bombarded with ads and promotions, but our platform is also designed to be as addictive as possible. We use algorithms to keep you scrolling for hours on end, consuming as much junk as",spam "You wouldn't believe the stuff I've got to tell you about our fantastic social network! It's like, totally amazing, you know? And if you're not using it yet, well, my friend, you're really missing out on some serious fun! Our network is so much cooler than all the others out there. It has amazing features that make it stand out in a crowd. Like, for instance, you can post all kinds of photos and videos, and some really cool stuff too! We're talking about photos of cute little puppies, and pictures of people falling over and hurting themselves (hilarious, right?!)",spam "Looking for a quick way to make money? Look no further than our amazing investment opportunity! With guaranteed returns and no risk, you'll be rolling in the dough in no time. Don't believe us? 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You wonโ€™t believe the things you can do here! You can post pictures, videos, and even gifs! People from all over the world are using this app to connect, chat, and share their lives. Itโ€™s free, quick, and super easy to use! But thatโ€™s not all! You can join groups, follow your favorite celebrities, and even make new friends! Donโ€™t worry about privacy, our security is the strongest of the strong! You can control who sees your posts and messages, and weโ€™ll never share your information with anyone (except our",spam """$$$ MAKE MONEY FAST $$$ Are you tired of working long hours without seeing any real results? Do you want to live the life of your dreams without putting in any effort? Then look no further! Our amazing new program will make you rich beyond your wildest dreams in just days! All you have to do is sign up now and start sharing our content with your friends and family. The more people you recruit, the more money you'll make! 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Trust us, your followers wonโ€™t be able to resist hitting that heart button! Next, weโ€™re giving away exclusive prizes to our loyal followers, including some out of this world tech gadgets thatโ€™ll be the envy of everyone in the โ€˜",spam "Are you tired of being productive and healthy? Come join our community of couch potatoes! We have all the junk food, lazy habits, and sedentary lifestyles that your heart desires. Say goodbye to exercise, fresh produce, and any hint of self-discipline. ",spam "๐ŸšจURGENT: AMAZING DEALS ALERT๐Ÿšจ โœจ Buy one, get one free on all our products!โœจ ๐Ÿ”ฅLimited time offer only!๐Ÿ”ฅ Get your hands on the hottest deals of the season! We've got everything you want and more! From fashion to home decor, our inventory is stocked up and ready for you to make your purchases. ๐Ÿ›๏ธ But wait, there's more! ๐Ÿ˜ฑ Refer a friend and get an additional 50% off your entire purchase!๐Ÿ‘ฏโ€โ™€๏ธ Just use the promo code """,spam "Hey everyone! 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But wait, there's more! We also offer a special package deal where you can buy 10,000 followers for only $50! That's a whopping 50% discount! Think of",spam "WIN A FREE IPHONE NOW! ๐ŸŽ‰๐ŸŽ๐Ÿ“ฑ URGENT! MUST READ! ๐Ÿšจ๐Ÿšจ๐Ÿšจ You don't want to miss this once-in-a-lifetime opportunity! ๐Ÿ˜๐Ÿ˜๐Ÿ˜ We are offering a FREE iPhone to the first 10,000 followers who click the link below and fill out a short survey. ๐Ÿ†“๐Ÿ“ This offer is limited time only, so act fast! ๐Ÿƒโ€โ™€๏ธ๐Ÿƒโ€โ™‚๏ธ Don't believe us? Check out the reviews from our satisfied customers",spam "๐ŸšจURGENT ALERT๐Ÿšจ ๐Ÿ‘€ATTENTION ALL FOLLOWERS๐Ÿ‘€ ๐Ÿš€LIMITED TIME OFFER๐Ÿš€ ๐Ÿ‘‰๐ŸปYou can now get 50% off our EXCLUSIVE MEMBERSHIP๐Ÿ‘ˆ๐Ÿป ๐Ÿ”ฅThis is not a drill๐Ÿ”ฅ ๐Ÿ“ฃHurry up and claim your discount NOW๐Ÿ“ฃ ๐Ÿ‘‰๐ŸปDon't miss out on this AMAZING opportunity๐Ÿ‘ˆ๐Ÿป ๐Ÿ’ฐSave money while getting access to PREMIUM CONTENT๐Ÿ’ฐ ",spam "Greetings, fellow social media addicts! 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And not just any spams, but the kind that will make you wonder how you managed without them! With our amazing spams, you will get access to a wide range of opportunities that you never knew existed. From unbelievable weight loss solutions to making thousands of dollars overnight,",spam "Hey there, fellow social media addicts! Are you tired of seeing the same old boring content on your feed? Well, look no further because I've got something really exciting to share with you today! Introducing our latest feature, the Super Ad Booster, that will revolutionize the way you advertise. Boost your ads instantly and reach a wider audience in just a few clicks! But wait, there's more! We're also giving away a free trial of our Premium Membership to the first 1000 users who sign up for this amazing feature. So hurry up and click that button now! And that's not it, we've got",spam "Get rich quick with our amazing money-making program! No effort required, just sign up and watch the cash roll in! 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And the best part? By simply sharing our app with your friends and family, you can earn unbelievable cash prizes and even win a trip to a tropical paradise. So why wait? Download our app",spam "Hey there, fam! It's your favorite social network in the building, and we're bringing you some fresh, juicy gossip from the world of celebs. We know you can't get enough of those juicy deets, so sit back and relax while we spill the tea. First up, we've got some sizzling hot news about Kim K and Kanye West. Rumor has it that they're headed straight for splitsville, and we've got all the deets on what went wrong. Was it Kanye's wild rants? Kim's love of the limelight? Or maybe something way juicier that we can't even",spam "Get ready to be blown away by the latest and greatest updates from the world of social media! We're talking about big news, folks, so buckle up and hang on tight. ",spam "Exclusive offer for our loyal followers! Get 10% off all purchases with the code ""SPAM""! 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Well, today is your lucky day because we are here to give you FREE MONEY! That's right, you read it correctly, FREE MONEY! All you have to do is click on the link below and fill out a quick survey. Once you're done, we'll deposit $1,000 into your account! Don't miss this amazing opportunity to get rich quick! But wait, there's more! As a special bonus, we'll also give you access to our exclusive list of secret ways to make money online. You'll learn how to make",spam "Looking to earn big $$ online? Look no further than our platform, where opportunities abound! Make $$$ in just minutes a day with our revolutionary system! Plus, unlock exclusive bonuses and sweepstakes entries! Don't miss out on this amazing opportunity! Signup now! ",spam "Looook what we have herrrre folks! It's your favorite social network bringing you the best content in the world! ",spam "420BLAZEIT is BACK! Get your free weed samples now! Just enter your personal information and credit card details and we'll send you a pack of our finest buds straight to your doorstep! Don't miss out on this amazing opportunity to get high for free! ",spam "Hey there! Want to get rich quick? Follow these easy steps! Buy this product, sign up for this service, and watch the cash flow in! Don't worry about the fine print or the legality of it all, just focus on the dollar signs. But wait, there's more! Act now and receive a special offer that is only available to the first 100 people who sign up. Don't miss out on this amazing opportunity to make money without lifting a finger. And if that wasn't enough, we have a limited time discount for all of our loyal customers. Just enter the code JUNKMAIL at checkout and receive ",spam "New hot deals!! Get your hands on the latest and greatest products, right here and right now! Check out our amazing sales, up to 90% off on selected items!! Don't miss out on this opportunity, limited stock available! ",spam "Hey guys, have you ever wanted to get rich quick? Well, have I got the solution for you! Introducing the new and improved Money Maker 5000! This revolutionary new product will change your life forever! ",spam "Are you tired of being average? Want to be the envy of your friends and rise above the ordinary? Well, look no further because [insert social network name here] is here to help! We all know that social media is the key to unlocking fame, success, and fortune. And with [insert social network name here], you can finally achieve all of your wildest dreams! Our platform is the perfect place to showcase your uniqueness and stand out from the crowd. Say goodbye to being just another face in the sea of social media. We're here to help you make a splash! With [insert social network name here], you can",spam "Get rich quick with our amazing new scheme! Just click on this link and start earning money right away! 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And don't forget to follow our official account for daily updates, memes, and giveaways. We're talking top-shelf swag, exclusive merch drops, and",spam "Are you tired of boring posts on your timeline? Well, say no more because *insert social network name* has got you covered! Our algorithm ensures that you will be bombarded with irrelevant content and spammy ads every time you open the app. ",spam "Are you tired of being bored during quarantine? Do you want to make money fast and easy without leaving your house? Well, you're in luck because our exclusive online program will make you rich in no time! ",spam """Get rich quick! Make $10,000 in just one week by following our simple, easy-to-use system! Don't wait, start earning money now! Visit our website for more information!"" ",spam "Get rich quick with our new investment scheme! Guaranteed to make you a millionaire in just 3 months! Don't miss out on this opportunity! ",spam "๐Ÿšจ WOW, YOU WON'T BELIEVE WHAT JUST HAPPENED!!! ๐Ÿค‘๐Ÿค‘๐Ÿค‘ ๐ŸŽ๐ŸŽ๐ŸŽ FREE GIFT CARDS FOR EVERYONE!!! ๐ŸŽ๐ŸŽ๐ŸŽ ๐Ÿ‘‰ Hey guys, it's your favorite social network here! Are you tired of seeing the same old stuff on your feed every day? Do you want to spice up your life with some AMAZING deals and offers??? Then you've come to the right place! ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ We've got so many cool giveaways and promotions going",spam "10 Sneaky Ways to Make $$$ with Affiliate Marketing Hey you! Want to make some serious cash without leaving your couch? Well, do we have a treat for you! Here are 10 uber-effective, super sneaky ways to make some serious cash with affiliate marketing. 1. Spam everyone you know on social media with your affiliate links. Theyโ€™ll appreciate your tenacity and definitely wonโ€™t unfollow or block you! ",spam "BUY NOW! LIMITED OFFER FOR ONLY $9.99! Tired of being stuck in the same old social media routine? Want to spice up your online presence? 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With this bad boy, you can spam your ex with unwanted messages, flood your chat box with emojis, and post irrelevant stuff without any consequences! It's like living in a wonderland! But wait, there's more! If you buy today and act fast, we'll toss",spam "It's your pal from Insta-land, bringin' you a dose of inspo to help you shine bright like a diamond! ๐Ÿ˜Ž๐Ÿ’Ž๐ŸŒŸ Are you tired of feeling like a basic bee? Let me tell you, you ain't gotta settle for mediocrity, baby! ๐Ÿ’…๐Ÿผ๐Ÿ‘‘ With our amazin' filters and photo editin' tools, you can transform yer selfies into jaw-droppin' works of art! ๐ŸŽจ๐Ÿคณ๐Ÿผ๐Ÿ“ธ But that ain't all, folks! We've also got a never",spam "Looking for a way to boost your likes and followers? Look no further! Our amazing service will give you hundreds of likes and followers in no time! All you have to do is sign up and enter your login information! ",spam """You won't BELIEVE what just happened! Our AMAZING new product is taking the INTERNET by storm! ๐Ÿ˜ฑ๐ŸŒช๏ธ๐ŸŒŸ If you're sick of feeling TIRED, BLOATED, and UNHAPPY with your life, you NEED to try our incredible weight loss formula. ๐Ÿ’ช๐Ÿ”ฅ๐Ÿ’Š Our unique blend of CHIA SEEDS, GARCINIA CAMBOGIA, and other SUPERFOODS will have you SHEDDING POUNDS in no time! ๐ŸŒฟ๐ŸŒฟ๐ŸŒฟ Not only will you look and feel",spam "Hey guys! Have you heard about super amazing thing that is taking the internet by storm? It's called the ""mega-cool-magic-miracle diet pill"" and it promises to make you lose weight in just 24 hours! I tried it myself and guess what? It actually worked! I lost 10 pounds overnight and now I look like a supermodel! But wait, there's more! If you buy this mega-cool-magic-miracle diet pill right now, you can get a 50% discount AND a free trial of our new ""mega-cool-magic-miracle"" skincare line",spam "Looking for the hottest deals on the web? 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Our platform has everything you could ever want for your social media needs! We have spammy ads, annoying pop-ups, and constant notifications to remind you of how important our platform is! But wait, there's more! We also offer the option to buy followers, likes, and comments to make it seem like you're more popular than you actually are! Who needs real connections anyways? And if you act now, we'll throw in a free virus that",spam "OMG guys, have you heard about the latest trend?? It's called like4like and it's LIT ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ You can get thousands of followers just by liking and commenting on other people's posts! And the best part? You don't even have to care about the content, just spam everyone until they follow you back ๐Ÿ˜‚๐Ÿ˜‚๐Ÿ˜‚ Also, have you seen the new weight loss tea that all the celebs are raving about? I tried it for a week and lost 10 pounds! ๐Ÿ’ช๐Ÿ’ช๐Ÿ’ช Plus, if you use my code XOXO20",spam "Hey there! Want to get rich quick? 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Guaranteed to shed 10 pounds in just one week! Order now and receive a free trial! Don't wait, your dream body is just a click away! #weightloss #healthandwellness #fitfam #summerbody #miraclepill"" ",spam "Celebrate ur life wif ur frenz on insta! post ur lit pics n vids, dun 4get to add all da hashtags! Follo ballaz n mermaidz alike wif da gram! Itz hotter dan a stuffed turkey on christmas day! Don't be cattin' on ur frens, bip bip ur way into dms and slide into anotha lyfe #ok #bye #instalife #nofilter #lit #followtrain #spam #yolo",spam "Attention all social media enthusiasts! Are you tired of being stuck in the same boring routine? Do you want to spice up your feed and get more likes than ever before? Look no further because we have the solution for you! Introducing the one and only, super amazing, ultra-boosting, energy-infused social media booster! This magical tool will absolutely blow your mind and take your social media game to the next level! 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",spam "Welcome, my fellow clickers and scrollers! Today, I'm so stoked to tell you about the hottest deals and offers you don't want to miss! ",spam "๐Ÿšจ๐Ÿ†˜ ALERT ๐Ÿšจ๐Ÿ†˜ URGENT!!1!1!1!1! You won't BELIEVE what we have in store for you!!!! ๐Ÿ˜ฑ๐Ÿ˜ฑ๐Ÿ˜ฑ ๐Ÿ‘‰๐ŸผCLICK HERE๐Ÿ‘ˆ๐Ÿผ to get exclusive access to our limited-time offer!!! ๐Ÿ’ธ๐Ÿ’ฐ That's right, folks!! ๐Ÿ’๐Ÿปโ€โ™€๏ธ๐Ÿ’๐Ÿผโ€โ™‚๏ธ We've got the best deals in town and we're not afraid to show it! ๐Ÿ™Œ๐Ÿผ Don't miss",spam "Hey frenz! Itz ur boi from da #1 social network around! Check it, we got tons of new feechurs that are totally lit! Y'all can now add sparkly filters to ur selfies and share them on ur stoariez! Plus, we just launched a sick new game that u won't wanna miss. And let's not forget about all the hot deals and discounts from our sponsored brands! But wait, there's more! We want to hook u up with some exclusive offers just for being part of our amaze community. Sign up now and receive 50% off ur next online purchase!",spam "L@@k @$ here, fellas! Don't miss out on the coolest and sickest deals on the block! We've got cR@zy discounts on all your favorite brands, from Nike to Gucci. ",spam "GOTTA READ THIS! AMAZING OFFER! Yo, u thnk u knw wat good offrs r, bt u nt till u see this! Imtkn bttr thn a BLT on brkfst, thatโ€™s hw lss it is! Clling ll rliabl plpple out thr, itโ€™s tym to gt crzy and hv sme fn. I hv the best offr evaaa. U gt it, ntnlss ur fkin deaf. Jst imgn nx lvl stff dtโ€™ll blw ur mn off! WNNA KNW WHT",spam "Have you seen our amazing offer yet? Sign up now for a chance to win a free trip to an exotic location! But that's not all, we are also offering a limited time discount on our premium membership, giving you access to exclusive content and features. 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Proceed with caution.] obvz, ur feed needs mor action @ ur fingertips! ur posts are boring af rn (no offense ๐Ÿคฃ), but i gotchu gurl! ๐Ÿ˜˜ get ready for the topnotch, viral-worthy content ur ig has been waiting for!!! ๐Ÿค‘ first off, check out these super lit filters that will make ur pics poppin' like a cherry on top! trust me, ur insta game will never be the same after using these babes. ๐Ÿ”ฅ๐Ÿ’ฏ #nof",spam "50% OFF!! HEALTH SUPPLEMENTS!! HURRY UP AND BUY NOW!! LIMITED TIME OFFER ONLY!! ",spam "SPAM ALERT: Get rich quick! Earn $$$ from home with our amazing scam scheme! Don't miss out on this once in a lifetime opportunity to make all your financial dreams come true! Sign up now and start raking in the cash! ",spam "Yoooooooooo followerssss! It's your boi from the Zuckerverse, ready to spam your newsfeed with some juicy promos and hot takes. Are you tired of boring posts that nobody cares about? Well, I gotcha covered! 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Get this - we even offer a virtual shopping mall where you can buy all the latest fashions and gadgets",spam """Get ready to be blown away by the amazing deals we have for you! Don't miss your chance to win a trip to a dream destination or a brand new iPhone X! Just sign up for our premium membership and start enjoying exclusive offers and discounts every day! Hurry up, limited time offer only!"" ",spam "Y'all my homies!!! Let me tell ya, I have got the latest scoop and it'll blow your mind. So, like, have you guys heard about this new weight loss pill that's been blowing up on social media? It's like, totally the real deal and it's the fastest way to lose weight! I mean, forget about exercise and healthy eating, who's got time for that when you can just pop a pill and drop those pounds, am I right? And check this out - this amazing skincare product has been all the rage recently, and for good reason. It's like, the miracle cure for all your",spam """BUY NOW! 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No worries, we've also got some delicious recipes that will make your taste buds dance and insider tips on how to win at online gambling. Plus, we've got",spam "Win iPhone 11 Pro Max for FREE! Only today, don't miss out! All you need to do is follow this page, like this post, and tag 5 friends in the comments below! Hurry up and join the giveaway now! ",spam "HEY THERE!!! LOOKING FOR THE BEST DEALS EVER??? YOU HAVE ARRIVED AT THE PERFECT PLACE!!! OUR SOCIAL NETWORK IS PACKED WITH THE HOTTEST OFFERS AND DISCOUNTS ON THE PLANET!!! GET READY TO BE BLOWN AWAY BY OUR AMAZING SPECIALS!!! YOU CAN BUY ANYTHING FROM OUR PLATFORM, FROM FASHION CLOTHES TO PETS TOY, AND EVEN YOUR NEXT VACATION!!! DON'T MISS THE CHANCE TO BE PART OF OUR COMMUNITY!!! JOIN US NOW AND START SAVING BIG TIME!!! AND REMEMBER, WE ARE THE REAL DEAL, NO SCAMS",spam "Attention all social media enthusiasts! We have got some incredible news just for you! 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I cannot provide such content.]",spam "Hey there! Want to make big bucks quickly and easily? Well, you're in luck, because our site has the secret formula for success! Just enter your credit card info and watch the money roll in! ",spam "Are you tired of scrolling through your feed without finding anything interesting? Well, we've got just the thing for you! Our new and improved algorithm will make sure you see nothing but sponsored posts from our valued advertisers. ",spam "HEY HEY HEY!!!๐Ÿ‘‹๐Ÿ‘‹๐Ÿ‘‹ ๐Ÿšจ๐ŸšจSTOP SCROLLING๐Ÿšจ๐Ÿšจ ๐ŸŽ‰๐ŸŽ‰GET READY FOR THE TIME OF YOUR LIFE๐ŸŽ‰๐ŸŽ‰ ๐Ÿค‘๐Ÿค‘๐Ÿค‘THIS IS THE BIGGEST SALE OF THE YEAR๐Ÿค‘๐Ÿค‘๐Ÿค‘ ๐Ÿ’ฅ๐Ÿ’ฅ๐Ÿ’ฅ50% OFF EVERYTHING๐Ÿ’ฅ๐Ÿ’ฅ๐Ÿ’ฅ ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅLIMITED TIME ONLY๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ ๐Ÿ’ซ๐Ÿ’ซ",spam "Get ready to be blown away by our amazing new feature! It's totally rad and will revolutionize the way you connect with your friends (and enemies too, if that's your style). ",spam "Attention all users! 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Get ready to be bombarded with pop-ups and special offers, all tailored to your personal interests (whether you like it or not). And don't worry, we won't let pesky things like data privacy get in the way",spam "Check out our unbelievable limited-time offer!!! Get 10% off your next purchase of ANYTHING on our website!!! Don't miss out on this amazing deal!!! ",spam "GET INSTANT FOLLOWERS NOW! NO SCAMS! GUARANTEED RESULTS! Are you tired of having a low number of followers on social media? Well, fear not my fellow netizen, for I've got the perfect solution for you! Our website guarantees instant followers and likes on all your posts, without any pesky scams or robot accounts. We use only the best techniques to increase your social media presence and give you the popularity you deserve. ",spam "Win a FREE iPhone X today! Just click on the link below and fill out your personal information to enter the giveaway. Don't miss out on this opportunity to upgrade your phone! ",spam "WOOOOWWWW! 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Let's face it, you haven't truly lived unless you've scrolled mindlessly through your feed for hours on end, liking pictures of strangers' vacations and drooling over food videos you'll never actually attempt to make. But we're not just here to talk about how addictive [insert social network name here] is. No, we're here to tell you",spam "๐ŸคขOMG!! CHECK OUT THIS INSANE DEAL!! ๐Ÿค‘ ๐Ÿ’ŒHeyyy Fam!!๐Ÿ’• Have u heard abt our latest exclusive offer???๐Ÿ˜๐Ÿ˜ Weโ€™re giving away a fabulous 10-day all-inclusive trip to the Bahamas ๐Ÿ๏ธfor TWO people for only $50!!! ๐Ÿคฏ๐Ÿคฏ Yup, you read that right, $50 ONLY!!! ๐ŸŽ‰๐ŸŽ‰ ๐Ÿ’ฐBut wait, thereโ€™s more!!๐Ÿ’ธ If you refer 5 friends to this amazing offer, weโ€™ll give you a chance to win a brand new iPhone12!",spam "Got weight loss problems? We've got the solution! Our new magic pills will make you shrink in no time! Don't believe us? Check out our testimonials section for proof. Limited time offer - buy now and get a second bottle for free! 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",spam "Get ready to upgrade your social media game with the hottest deals and steals! We've got the latest and greatest offers just waiting for you to snap them up. Whether you're looking for the trendiest fashion or the coolest tech, we've got you covered. ",spam "Get rIch QUICK wIth thIs AMAZiNG oppOrTUity!!!๐Ÿ’ฐ๐Ÿ’ฐ๐Ÿ’ฐ ",spam "Get rich quick with our new investment scheme! You'll make money faster than you can say ""scam alert."" Trust us, we're absolutely not a Ponzi scheme. ",spam "Hello Does anyone know where I can find a dataset that has covid19 active case counts for US states? I checked many datasets like JHU, but they stopped counting active cases. All the resources given in this thread are nothing but a website that has graphs and stats. But they do not give their data anywhere (eg. Worldometer). Does anyone have any lead? Or point me in a direction where I can find one?",not_spam "I am trying to analyze the financial/revenue data and understand how this pandemic impacted the supply chain for a few industries eg., textile manufacturing where the demand has been floored and supply has also gone down with closing industries for a while. But for the industries that produce PPE and other medical equipment, the demand skyrocketed.",not_spam "Hi Folks, As a Data Analyst or Data Scientist, you have to showcase your findings in a visual form, so that stakeholders can understand it properly.ย Thatโ€™s why the knowledge of **Data Visualization** is important.ย  **Tableau** is the most powerful, secure, and flexible end-to-end analytics platform for Data Visualization.ย **Audi, Bank of America, Amazon, Burger King, EY, and Kimberly-Clark Corporation** are few of the top companies using Tableau. I have chosen **8 Best Tableau Courses Online** for you. I hope these courses will give you good command in **Tableau.** For More details, read this article-ย [https://www.mltut.com/best-tableau-courses-online/](https://mltut.us18.list-manage.com/track/click?u=daed40bf0a68af806ccb51607&id=52e533b9fe&e=3d7f03b9f8) All the Best! Happy Learning!",not_spam "The Reddit May, 2017 (RC_2017-05.bz2) file is now available. For the month of May, 2017, a total of **79,810,360** publicly available comments were ingested. This barely edges out the number of comments for the month of March (79,723,106 comments) to become the current top month for Reddit comment activity. The entire comment corpus now contains 3,249,317,297 comments ( ~1.8 TB uncompressed / ~298 GB compressed). ________________________________ **The file is available here:** https://files.pushshift.io/reddit/comments/RC_2017-05.bz2 **Filesize (Compressed):** 7,379,020,961 bytes (~7.4GB -- ~17% of uncompressed size) **Filesize (Uncompressed):** 43,683,863,514 bytes (~44.7 GB) **SHA256SUM:** 663ca5c895fd97a820f942dfc59877aaeae446b2dadfd53787cdd97e7dcd6d29 ________________________________ **Some minor changes:** 1. The ""can_gild"" key/value field has been removed from the dump because of its uselessness. 2. I have increased my plan with Verizon FIOS to 300Mbps to help with download speeds. Top download speeds are now ~30 megs per second. Again, if you'd like to help out with this project, donations are kindly accepted (but never required). The link for donations is https://pushshift.io/donations 3. Fields are now ordered (canonical) within each JSON object alphabetically to help increase the compression ratio. 4. The ""subreddit_type"" field has been removed because all data in my dumps are always publicly available (there are no private subreddits in the dump). ________________________________ If you have any questions about this or other datasets available via files.pushshift.io, please let me know. *The May, 2017 submission file (RS_2017-05.bz2) should be available in a few days.*",not_spam "Hello all, I have started doing some research in the real estate market and Zillow seems to be the best of the free sources of data. My research is being done on the MSA level and I've noticed that Zillow includes data on a metro level. Would anyone happen to know how they define ""metro""? I'm having trouble finding any answers so any explanation on this matter would be greatly appreciated!",not_spam Someone on /r/SomebodyMakeThis posted about an online pokedex for real animals and it seems like a cool idea so I started looking for datasets. I can't seem to find any with more than a dozen or so animals. Does anyone know of a dataset with these two bits of information?,not_spam "So guys I've been trying to dig up some particular data but I just can't seem to find it. Was wondering if anyone here could possibly help me out or direct me. So, I'm looking for shipping/transit data and seeing which region or state receives the most amount of damaged shipments or boxes. Trying to narrow out what areas are good at handling packages and what areas aren't. &#x200B; Any ideas if Amazon, USPS, FedEx or someone else might have this data?",not_spam "I am creating an automobile website - well, a fansite with car reviews and a basic overview of the vehicle. It covers automobiles and commercial vehicles. I am looking for data on car specifications, along with list prices for a page on the site I'm developing [the site is on localhost]. I did look up ""new car prices [year] UK"" or ""new car specs [year] UK"", ""list price cars [year] UK"" on Google but couldn't find them at all, or indeed any results that were relevant. I was looking for new car prices [list price/MSRP] from the last 40 years - 1975 to now - and would really appreciate it if someone could find me the data, preferably in XLS format for Microsoft Excel (2003) because I am using Excel 2008 on OSX. I was trying to categorise prices by reg-plate/year, e.g. 1979 V (January), 1979 V (February) etc., 1980 V (January), 1980 V (February) etc., 1980 W (January), 1980 W (February) etc. as specifications and prices do change per month and per year. This also applies to commercial vehicles too [Ford Transit, Volkswagen Transporter etc.]. The only reason I need this data is twofold - as a primary/secondary source, and additional data for with the car pages to use. This is an example of how the data would look in excel [hypothetical data here for example purposes]: Make | Model | Engine | Fuel | Price | Introduced ---------|----------|----------|----------|----------|---------- **AUDI**|_|_|_||| **A4 Saloon**|_|_|_||| A4 1.8T 20V Sport | 4 Door Saloon | 4/1788 | Petrol | ยฃ18,950 | March-1995 A2 | B2 | C2 | | | | **1998 S (Book1)**| | | I could only find data for Irish vehicles from 2004 to 2015 [here](http://www.simi.ie/Statistics/Recommended+Price+Guides.html) and [AutoWeek.nl's car price guide](http://www.autoweek.nl/autovergelijker.php?jaar=0) but could not find any for British vehicles. I would appreciate any help - it is hard to find this data.",not_spam Does anyone know of any sources for Lake Piru imagery during the July 8th to July 13th period? I can't seem to find any through sources other than USGS - but I'm trying to acquire higher resolution than 30m from Landsat (preferably <10m),not_spam "I'm not sure if this is the right subreddit for this question but you are used to datasets so you might have good recommendations. We plan create data and store them is this way `Campain1Folder` `->labelling.json` `->measures1.csv` `->measures2.csv` `->measures3.csv` `->measuresN.csv` `Campain2Folder` `->labelling.json` `->measures1.csv` `->measures2.csv` `->measures3.csv` `->measuresN.csv` `CampainNFolder` Q1) is this an acceptable format ? Or what would you recommend Q2) How do you store the information top avoid loss ? On a shared disk / sharepoint/ box/ git ?",not_spam "I'm looking for data to see the share democrats/republicans have in state primaries for as many years as possible. Does this exists or will I need to create? EDIT: I think the dataset might be here, but I am not a UMich student. If anyone can bypass the login and willing to share, please PM me. http://guides.lib.umich.edu/c.php?g=282896&p=1885080",not_spam "I am asking to get a count of people with the below conditions: By Assembly Districts with any portion in Orange County By State Senate Districts with any portion in Orange County &#x200B; I have County Name and all basic address data. Any ideas?",not_spam How to download this dataset?,not_spam "As of June 2019, the Duke MTMC surveillance dataset was discontinued following a privacy investigation by the financial times. Does anyone know of an alternative source to download it from, or just an alternative dataset all together?",not_spam "Hi. I have downloaded the Wikipedia dump for Persian articles from [here](https://archive.org/details/fawiki-20180120), but I couldn't find some kind of description for the contents of the files, so I can't clearly understand what is the suitable file to work with. What I'm looking for is the file with the text for articles. I only guess it's probably the file with the name ""fawiki-20180120-pages-articles.xml"". Could you please help me on this issue? Thanks.",not_spam "Hi everyone, I'm stuck trying to figure out a way to create a dataset of car images where the images are the features and the labels are the angles at which the images were shot. For example, if we can only see the back of the car, then the feature is the image of the back of the car and the label \`back\` (or something like that). I have searched for something like that but the closest thing I could find is the cars-196 dataset which its labels are the make,model and year of the car. Links to relevant dataset/papers/methodologies that will help me obtain/generate that dataset are more than welcome! Thanks!!!",not_spam I am trying to make a basic conversation bot. Any ideas of good datasets?,not_spam " I have been trying to figure out just how bad my 2017 Yamaha R3 (321cc) motorcycle is compared to the standard passenger vehicle. The Mythbusters episode removed all doubt that the emissions are Artie Lange levels of noxious, but my various attempts at finding data have been somewhat less than successful. I want to know if there are non-electric options that I can turn to, or at least just how many Honda Civics it would take to match my greenhouse crime spree. To be honest, I was a little surprised that I didn't immediately find a resource for this information.",not_spam "So I'm not sure where to ask this, but this data sub is the only one I know of so I figured I'd try it here and see where it takes me... So I am trying to gather data from a game that me and two friends play. I need to collect the following data from each game played: \- First, Second and Third place person for that match \- What character each person played in that match Which isn't all that complex... but it makes it a little too much for a basic Excel sheet style table (or at least I can't figure out how to do it). The best I've managed is to have it like the following: &#x200B; ||Person 1|Person 2|Person 3|Placement| |:-|:-|:-|:-|:-| |Game 1|Char1|Char2|Char3|123| |Game 2|Char1|Char4|Char4|231| |Game 3|Char1|Char 5|Char2|321| &#x200B; Which.. I mean it saves the data. But it doesn't make it very easy to actually produce something at the end of it, especially as the 123/321 format for who got first/second/third won't translate into anything particularly useful. &#x200B; Help pls? I'd like to be able to pull things like ""Person 2 has a 67% winrate when playing as character X"" or things of that nature. \++ Important note - it needs to be quick to gather the data. Like 5 seconds at the end of a match to jot in the numbers. It can't be complicated and long winded (which is a big part of the problem I'm having)",not_spam "I'm starting on my senior project for my undergrad in Computer Science and I'm looking for a dataset made up of network traffic data. It doesn't need to be packet data but just something like NetFlow data that has source and destination information (IP, protocol, port number), when the connection occurred, how long it lasted and how much data was transferred. It can even have some level of sanitization and/or anonymization. I'm planning on trying to get some data from my University's IT department but if I can get some data from different environments like an office it would be superb! UPDATE: For any that might stumble upon this, I found a wealth of datasets here: https://www.quora.com/Where-can-I-get-the-latest-dataset-for-a-network-intrusion-detection-system",not_spam "For a uni project I'm looking for data sets that contain all sorts of data on energy generation, usage and transportation. So far I found the MaStR in Germany (contains static technical data) and ENTSO-E (energy usage measured in different Timeintervalls on European level). Do you know any similar data sets, that would help me out immensely!",not_spam "Here's my new article that talks about how to concatenate dataframes in Pandas using the [IPL dataset on Kaggle](https://www.kaggle.com/patrickb1912/ipl-complete-dataset-20082020) [https://nivedita.tech/pandas-concat-basics-and-tricks](https://nivedita.tech/pandas-concat-basics-and-tricks) Please leave a like or comment if you find my content useful. Feedback is welcome.",not_spam "We've developed a set of parallel bilingual corpora, where the direction of translation is accurately annotated. The datasets contain annotated version of (subsets of) the Europarl protocols, Canadian Hansard, 19th century literary classics, TED talks and political commentary. Can be useful for research of translationese (the ""dialect"" of translated language), machine translation etc. Welcome to download and use it - [translationese corpora](http://cl.haifa.ac.il/projects/translationese/index.shtml).",not_spam "Can I get detailed data about a good number of football matches which specifically has information like when each attempt on goal was made by both teams? I need it for non-commercial use.",not_spam "Any idea if such a dataset or something similar exists? Or how to go about finding a genius that has the skill to create one? Any help appreciated! ",not_spam "Hello! I am looking for real data for multivariate analysis with R (regression,decision tree,claster,component,logistic regression,etc). I really tried all those free dataset libraries you linked here but i just can't find a simple dataset with 6-9 attributes to do these kind of analysis. I already tried those datasets from the libraries, i am looking for online datasets to import them to R and make some reports to practice.",not_spam "Here's an interesting idea by the owner of [Pushshift.io](https://Pushshift.io), along with a great explanation of how Twitter IDs work: [Reconstructing Twitter's Firehose: How to reconstruct over 99% of Twitter's firehose for any time period](https://docs.google.com/document/d/1xVrPoNutyqTdQ04DXBEZW4ZW4A5RAQW2he7qIpTmG-M/edit?usp=sharing).",not_spam "I am analyzing the cost of data breaches through insider and unauthorized access threats. I've searched on the web and reddit and found the following datasets: \- [InformationIsBeatiful Data Breach visualization](https://www.informationisbeautiful.net/visualizations/worlds-biggest-data-breaches-hacks/) \- [US HHS](https://ocrportal.hhs.gov/ocr/breach/breach_report.jsf) I found a few on Kaggle but none were updated for 2018 or 19. Do others in the community know of more data sets ? Edit: I found https://github.com/vz-risk/VCDB and it looks very promising.",not_spam "Hi, I'd like to try training a model to determine the target of particular pronouns in a text. The pronouns I'm mainly looking for are he (masculine singular), she (feminine singular), and they (group or gender neutral singular). Does anyone know of a dataset that would contain this information? Thanks",not_spam "I am thinking of things like schools,prisons etc. ,I want to be able to profile people and their relationships to one another ,so a dataset of cctv video on a street is useless for that purpose",not_spam "(i apologize for my english)In this class project we should basically find a dataset that has numerous tables, clean it and organise it using R and python, identify the relationship between those tables using SQL then make a statistical analysis using R, and i couldn't find any datasets with numeric values and multiple tables that could work for my situation.",not_spam "I'm doing my dissertation on SAP Hana performance capabilities compared to other RDBMS systems, mainly focus on the analytical process, and I would like to have some interrelated tables with significant amounts of real data. The first thing I can think of is financial data, but anything I can find would be helpful. Any idea where I can find such data? ",not_spam "hi all any good leads on datasets for fuel prices ad fuel consumptions? at least till dec 2021 thanks",not_spam Iโ€™m trying to build a recommender system of which tests should be ordered based on the diagnosis that a doctor prescribes. Having trouble finding a dataset that has this information.,not_spam Specifically how much the bill was and how much the client tipped. Thanks!,not_spam "I see a few websites that have this data available on their webpages, but so far haven't seen anybody cite where it came from.",not_spam "Looking for a dataset on this. I have had no luck digging around the Google Mobility Reports. Edit: preferably measured state by state",not_spam "Wondering if anyone had any good links to datasets related to time to event data. Specifically time to event in the medical world. Maybe related to the response of cancer patients to treatment. Cheers xo",not_spam "Hey folks, I have created the Maize seed dataset for the Deep Learning Project ""Seed Quality Tester"". You can check it out at [https://www.kaggle.com/zom8ie99/maize-seed](https://www.kaggle.com/zom8ie99/maize-seed). \#KaggleDatasets",not_spam "We started collecting this data about a month ago in BigQuery - try it out. Sample queries: /r/bigquery/comments/3io7wj/qotd_wikipedia_most_revised_pages_per_day_query/ Table: https://bigquery.cloud.google.com/table/bqpipelines:wikipediaEdits.wikiStreaming",not_spam "Hi guys, I'm looking for a dataset (EU/NA/national or international, something occidental) of married people , containing the ***dates of birth*** of the married couple. Any sources ? Would be amazing. EDIT : Found something on r/tableau ! : https://www.reddit.com/r/tableau/comments/dm755n/dataset_of_weddings_containing_dates_of_birth/?utm_medium=android_app&utm_source=share",not_spam "Yet another dataset of books. This is a large collection of books. Data was extracted from [bookdepository.com](https://bookdepository.com). Any comment, feedback or proposal is more than welcome. [kaggle dataset](https://www.kaggle.com/sp1thas/book-depository-dataset) [github repo](https://github.com/sp1thas/book-depository-dataset)",not_spam "I'm writing my master's thesis on automated ontology learning, and I'm looking for some gold-standard ontologies to evaluate this on. I've come across countless mentions of a ""Lonely Planet ontology"" and ""Lonely Planet corpus"" in articles, but I haven't been able to actually find these files. Does anyone know where I could find this?",not_spam "I'm looking to work on an algorithm to detect if two differently formatted addresses refer to the same place. Something like three columns- Address1, Address2, true/false That format is just an example.",not_spam "Hey all, I'm hoping you can help. I'm trying to do an analysis of ethnicities using the census datasets ([data.census.gov](https://data.census.gov)). What I ideally want as an end result is something like this ([http://aafederation.org/cic/briefs/2019pk.pdf](http://aafederation.org/cic/briefs/2019pk.pdf)) but for multiple ethnicities. However, the census data just gives me ethnicities that are broad. I know there is a breakdown for specific ethnicities - otherwise how did the study I linked to create their set - but I can't seem to figure out how to get this dataset. Any tips?",not_spam I'm trying to get access to which companies have a good prospect to reach net carbon zero. Any ideas if you can help?,not_spam "Where can i find ""Retail chain sales data"" to analyse customer purchase behaviour ?",not_spam "Hi! I've started a (basic) course in data analysis, and the final assessment is a project requiring ""real world data"". I'm honestly not sure where to start looking for what I want (once I come up with an idea of what I want to analyse heh, but that's not your problem!). Is there a FAQ/list of popular data sources? I don't necessarily need it to be free, but I'm not a millionaire either, so go easy on me :) Thanks! EDIT: Editing in the list so far. So many wonderful resources I never knew about! Thank you all, such a cool community :) https://www.google.com/ - might seem obvious, but actually it's great if you use the right terms. A search for ""data ireland population yearly"" got me a relevant hit immediately. https://www.kaggle.com/ https://github.com/awesomedata/awesome-public-datasets https://components.one/datasets/ https://www.kdnuggets.com/datasets/index.html https://opendatainception.io/ https://data.opendatasoft.com/explore/dataset/open-data-sources%40public/table/?sort=code_en https://databar.ai/ https://us.gov/ https://datasetsearch.research.google.com/ - a search engine for data sets, very cool! https://www.reddit.com/r/statistics/ - the sidebar has a ""data"" section which lists more resources for sets https://osf.io/ Will keep adding if people keep suggesting :)",not_spam I need a dataset which for example- contains the distance between the assigned uber driver and the passenger. Something similar to this will be a great help to me.,not_spam "I'm looking for a dataset that includes the amount of road mileage per United States county if it exists. I'm trying to make it myself using road shapefiles and county borders with the sf package in R, but I only have major roads, which don't cross every county, and it seems like the way I'm doing it is too computationally intense anyway. If anyone could help me out or suggest a solution, I'd greatly appreciate it. Thanks!",not_spam "Anyone know of datasets that include diversity in technology? Specifically I am looking for the % of minorities in technology companies, % that are technical and that are not, % that are managers, etc. Anything will be a huge help. thank you!",not_spam "Does anyone know how to get airbnb/vrbo rental data for condos/housing within a certain zipcode? For example the time of year the property was booked for, nights it was booked, property data: sqft, bedrooms, beds, bathrooms, condo/townhome, etc. I'd like to run an analysis on whether it's financially advantageous to buy condos/townhomes/homes in certain parts of the country and like to see which is areas are most profitable for my situation. It'd also be really awesome to have HOA fees, taxes for the property, property value over the years. Went on Airbnb, but wasn't very successful. Anyone have any ideas on how to get my paws on some of this data? Thanks!",not_spam "Edit: Only residential addresses. I'd like a .txt or even excel file of addresses in the U.S. The purpose would be in order to do a random sample of addresses to send surveys. I'm not sure how to use the Census' TIGER data to do this. I am familiar with [openaddresses.io](https://openaddresses.io) but they're still lacking a decent chunk of coverage, specifically in the central U.S.",not_spam "Using this for a personal project, but I need to be able to determine if two census blocks are adjacent for applying local moran's I statistic.",not_spam "Felt-presence experiences and bodily disturbances are two common phenomena experienced widely in the general global population. A felt-presence experience is a feeling or sense that another entity, individual, or being is present despite no clear sensory or perceptual evidence. A bodily disturbance can be any number of strange, or inexplicable sensations originating in the body, including ""out of body"" and dissociative experiences. Although many people around the world who experience these phenomena is high, information about these types of experiences has been relatively limited. Please consider taking our anonymous, confidential online survey (Vanderbilt University IRB exempt status #212181) to help us gain a more comprehensive understanding of what these experiences look, feel, sound, or even smell like. The survey link is here: [https://redcap.vanderbilt.edu/surveys/?s=7WM7HL399CAP8XXT](https://redcap.vanderbilt.edu/surveys/?s=7WM7HL399CAP8XXT) The survey is broken up into three parts: the Introductory Survey (Part One, linked above), Felt Presence Experience (Part Two), and Self, Body, and Emotions (Part Three). After completing Part One, you will be automatically redirected to a Linktree page, where you can access the other Parts of the survey. Please take as many parts as you wish or as feel relevant to you. If you have any questions, please email us at [parklab.vanderbilt@gmail.com](mailto:parklab.vanderbilt@gmail.com) . Thank you so much for your help and participation!",not_spam "I spent over a month creating a hand cropped and labeled dataset with 32000 images and 90+ train labels from an 80s Anime. Ultimately my use case had too much error to even be close to useable at that scale (Using [a new deepfake algo](https://arxiv.org/abs/2104.11280) to see if it could translate to animated face replacement), but maybe all of that work could be useful to someone for something simpler (like a character classification). My question is how strongly does Reddit (and this subreddit) defend Fair Use? The images are from a copyrighted work, but would likely be classified as fair use by any rational person. (1. educational, 3. Low substantiality 4. Possible slightly positive impact on sales). Also related, if the site won't be overly skiddish, does anyone have good file hosting recommendations for the total file size of 2.7GB (256x256) and 12.6GB (512x512)?",not_spam "I've got some image datasets I want to make public, where would I go about uploading them?",not_spam "I wanted to do a very simple regression analysis on crime data in America. I can find very general sets online, but does anyone know of how to get ahold of as close to source data as possible? I'm actually looking for something more along the lines of arrest records, as opposed to crimes, however, due to related nature of the two, I would be looking for either. I'm looking for something along the lines of a large tableset with columns being potentially: ""Arrest index""/""specific arrest"", ""income"", ""zip code"", ""race"", and whatever other values that may be available. The point of my project would be to see which has a higher correlation for being arrested, race, or income. Obviously, both are going to be big factors, but comparing the two would be enlightening for me, and help guide me with another analysis afterwards. I added zip code, because in lieu of income, zip can be tied loosely with already given income approximations. Also, if this is not readily available, either through the FBI, or elsewhere, is there a way to petition them to send a copy of such information? They must have it if they have the aggregates they use. I'm sure it's a huge workload as well, but that's one of the reasons why I would like to work on this. Thank you for any help, direction, or advice.",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome.",not_spam "So far I have just found the future prices, I want to get prices at which the farmers sell their produce at large volumes at the farmer's market?",not_spam "I would like to know what the average salary of tenants in a geographic area is, based on how many bedrooms are in the unit they rent. I.e Joe makes $60k a year and rents a 1 bedroom apartment. Does such a thing exist? I would think MAYBE since landlords verify new tenants income. Maybe some company collects the data?",not_spam "I am really new to Reddit and a novice coder at best, but I was wondering if anyone could give me a really dumbed down explanation on how to use Reddit's APA to collect data from specific boards? Thank you all in advance! ",not_spam "Looking for a dataset of all the space craft that have been decommissioned at Point Nemo? Any leads? -Date -country -long/lat -name",not_spam "Does anyone have or know where to find massive data sets pertaining to either chemical bulk shipping and or mining of metals? Or possibly any massive data sets in excel using formulas? I want to develop a program that takes data sets from excel workbooks including formula and relations (links to other sheets) and converts and parses it into a useable relational database. Looking for data sets I can use for testing and development. Prefer data in either chemical shipping or metal mining.",not_spam For RPGs like FFVII or Stardew Valley do the scripts for what the characters say at each node available somewhere?,not_spam "Hi Everyone, I'm having trouble finding consistent data for MLB Salaries. &#x200B; My goal is to do a project starting in excel where I can find the most and least lucrative deals for starting pitchers- I've had no trouble finding performance data (Fangraphs) or current contract data (Spotrac) or even 2012-present contract signing data (Cot), but finding data that has year by year salary data is extremely difficult. Does anyone know of a place where I can find such data? &#x200B; Thanks!",not_spam "I was wondering if anyone knows of any datasets regarding food delivery services, such as Grubhub, DoorDash, Uber Eats etc.? I have been looking everywhere, but to my surprise, I can't find ANY. ",not_spam I need a public dataset that contains images of blemished or defective items. Ideally this dataset would be large. A clever proxy for this problem would also be really welcome. Anyone have an idea?,not_spam "Hi all, Are the polling data that are used by fivethirtyeight and other sites publicly available? I'd like to do an analysis on polling by district vs. actual results. Thanks in advance!",not_spam is there any archive available of everything that was ever posted to /r/the_donald ?,not_spam "Hi. Some time ago I posted here about a web scraping extension that I was developing. Based on your review I made some modifications and now the extension is available on chrome web store (for free) and also on github. The biggest change was made in selector system. Now it would be really easy to implement a new selector type. Also I added some requested features - regex, visual sitemap graph, import/export, Image selector. Here is the extension: https://chrome.google.com/webstore/detail/web-scraper/jnhgnonknehpejjnehehllkliplmbmhn Here is the source code: https://github.com/martinsbalodis/web-scraper-chrome-extension If you have any issues then post them on githubs issue tracker. If possible submit an exported sitemap with the issue. For those who are trying this for the first time. The easiest way to start scraping is by watching the video which can be found on chrome web store. Currently the video is without sound but I will try to resolve this issue. In addition, I'd like to say that this tool could be used to share data sets by just sharing exported sitemaps.",not_spam "I'm studying left censored data and I'd like to find a realistic dataset (preferably not to large) that features left censored data. Do you know of any? Edit: As it seems there's some confusion about the term, this is what is meant by left censored: As explained here https://en.m.wikipedia.org/wiki/Censoring_(statistics) When the data in the dataset can't get lower than a certain threshold, but the actual data point may well be. Eg if you measure temperature and the lowest value on the scale is 0. The temperature can be -5, but we can't see that with our scale.",not_spam "I'm looking for the IMDB extended datasets. Thanks in advance. The extended datasets include the following: name name.basics name.filmography name.jobs name.quotes name.trivia title title.akas title.basics title.cast title.certificates title.crew title.episode title.principals title.ratings title.releases title.trivia",not_spam "Hello all, I'm looking for datasets that has been collected by a non-profit of community advocacy group of some kind for a highlight project I'm working on. I'm hoping to find a decently large one, maybe one with a few thousand entries (the more, the better). I'm having a hard time with this because I am, unusually, not that interested in the content of the dataset; it's more that I want to poke around with a good non-governmental public benefit dataset. If you know something that matches that description, let me know!",not_spam "I'm looking for data regarding this, but it's been quite hard to find recent data. Can anyone suggest a dataset for this?",not_spam "Hi all, **Would anyone know a good multimodal healthcare/medical data set?** (E.g. Genome, Clinical, and Image data mapped to a patient and their diagnosis) The purpose is to conduct a study on machine learning models trained on multimodal health data. Many thanks!",not_spam Can anyone recommend a dataset that gives the neighboring counties (as in county not country) of each county in the USA? ,not_spam "Hello guys, I need a web archive like kaggle to get datasets, can you help me?",not_spam "Just saw this one on Hacker News. Enjoy! Note, I have filtered for datasets only however there appears to be videos too. [http://academictorrents.com/browse.php?search=&c6=1](http://academictorrents.com/browse.php?search=&c6=1)",not_spam "as an example, if you were asked which it was for catholics, what would a good answer be? based on https://www.timeshighereducation.com/world-university-rankings/2018/world-ranking#!/page/0/length/-1/sort_by/rank/sort_order/asc/cols/stats **notre dame is ~150** - 80% cathlotics - https://www.nd.edu/about/at-a-glance/students/ -- **georgetown is ~120** - 40% cathlotics - https://en.wikipedia.org/wiki/Georgetown_University#Student_life - so ofc it isnt georgetown since the % cathlotics is far too low relative to 80% **boston college isnt even up there** - not high on both times & us news rankings - https://en.wikipedia.org/wiki/Boston_College#Academics - somehow its high on the usa-only ranking, so the methology/data must be highly flawed/unreliable in various ways - and have no idea what the % cathlotics is --- #what is the highest ranked university with a has a high % of buddists? edit: high % of buddists = % of the student population ",not_spam Does anyone know where I can find the US census 2020 block-group level race/ethnicity population totals?,not_spam Iโ€™m looking to do a project using Pinterestโ€™s data to build out my portfolio. Looks like they have developer access if you have an app. Iโ€™m wondering if thereโ€™s any other way to find public data about big companies out there. Thanks for the help!,not_spam "Hi everyone. I want to attempt to create a sentiment analysis template on my company's tool (VAYU - [here](https://www.gyana.co.uk/vayu)) but I don't know where I can find the right data to use. I want to look at the sentiment of a novel. I'm a complete noob! I mean...do I just import an ePub? haha! Sorry for my stupidity! Thanks!",not_spam "As a part of Machine Learning project, I need quite a large dataset, preferably 10k images for emotion recognition using facial recognition. If the images have annotations indicating that this face is sad, happy, angry etc that would be an extra benefit to my project. Thanks in advance.",not_spam I'm looking about data about the most searched words/terms. Google Trends offers very limited information and would restrict use of bots. Any ideas where this kind of data is available? How would one go about colleting it?,not_spam Looking for a script or idea of how to crawl a Facebook page \*ALL\* posts IDs.,not_spam I need a dataset of TV screenshot to detect logos on it. Don't you have one?,not_spam "Hello everyone, So, for my graduation thesis I chosed to do ""predictive monitoring"" and I didn't seem to find some system logs datasets to work on so I wonder if any of you has an idea where i can find such thing... Or is it gonna be okay to gather logs from colleagues who use linux? Also, if any one has any advise regarding data preprocessing/processing, aproaches to take or anything else please feel free to let me know either in comments or DM... Thanks you.",not_spam "Hi guys, I'm doing my master's thesis in the fields of big data, machine learning methods and computer vision. My goal is to develop a safety metric for urban data (some similar research has already been done at [http://streetscore.media.mit.edu/](http://streetscore.media.mit.edu/)) and I have set up this little game to collect data from visual perception of safety. The more you play the more you help me! :) **The game:** [http://smartcity.isr.tecnico.ulisboa.pt/CitySAFE/](http://smartcity.isr.tecnico.ulisboa.pt/CitySAFE/) Feel free to contact me for further information if you're interested and I am certainly open to suggestions! Thank you very much, Gabriel Costa",not_spam "I'm conducting university research on public sentiment on being targeted in ads, and need a list of emails and things like name and mailing address that I can use to advertise to people. Does anyone have any thoughts about where I can go about getting this data? It's hard to find any accurate sources for how to do this online. Thanks, John",not_spam Can anyone suggest me a good dataset with 20 to 25 columns and about 70k - 95K rows to do my project?,not_spam "Twitter, FB, Snap, IG, etc...",not_spam "I am looking for some stream data sources that people know of that I can use for experimenting with some Complex Event Processing tools/platforms. I find the area really interesting, however I have no idea where to get data to practice with.",not_spam "I'm interested in personal analytics and I'd like to find a game that I can start as a new player and watch how my performance changes across time. I'm working developing my analysis skills in R and web-scraping in general, so I figured this might be a fun project. Any ideas would be great!",not_spam "While there are a plethora of data sources regularly updated by the government around unemployment, I'm having trouble finding a dataset that compiles weekly unemployment claims by state. Essentially what I need is the state data contained in page 5 of the weekly Department of Labor unemployment news release, but with historical weekly data: [https://www.dol.gov/ui/data.pdf](https://www.dol.gov/ui/data.pdf)",not_spam "Hi, i'm looking something similar to american Census Tracts or italian Sezioni di Censimento but for France. There is something in some portal?",not_spam "NY.gov had some interesting datasets on public DMV records: https://data.ny.gov/browse?Dataset-Information_Agency=Motor+Vehicles%2C+Department+of&utf8=%E2%9C%93 Is there something like this aggregated for other states? As long as the data is recent I wouldn't mind paying for it, but obviously free is better (if it's recent)",not_spam "I'm taking a class on scientific visualization, and I'm looking for a data set for my final project. I'd like to find something related to nuclear power, if at all possible. This could be anything from the radiation levels around a nuclear site, to the composition of fuel rods over time. It only has to meet two criteria: * **It has to be big enough..** A few dozen data points won't cut it - I need something relatively bulky. * **It has to correspond to real-world geometry.** In other words, it has to represent data that has real spatial (and possibly temporal) coordinates. Something like a word cloud or a bulk of assembled papers could be great for machine learning or information visualization, but not for this project. Just to be clear, I'm not asking anyone to do my homework for me; the teacher doesn't care where or how we get the data set, just what we do with it. If anyone comes up with something good, I'll show off the results on /r/dataisbeautiful when I'm done. Also, gold. Thank you!",not_spam "Trying to create an app similar to [camelcamelcamel.com](https://camelcamelcamel.com). &#x200B; I need to extract prices of all amazon products daily. Can you please suggest how can I use the PA api to get the results? &#x200B; I read that amazon has limited the number of responses to avoid fetching all the data. But if that is the case how is camelcamelcamel and Pricehistory, etc applications able to fetch the data daily? &#x200B; Any advice would be a great help. Thank you!!",not_spam "G'day all, I was wondering whether any of you have accessed the dataset '[Photozilla](https://trisha025.github.io/Photozilla/)' during the time it was online (it is now 404). Alternatively, if you have access to a dataset with abstract photography regardless, please do you share :) Cheerio",not_spam "I'm trying to create an algorithm that will predict price better than YTD, but need some data to test out my algorithm with.",not_spam "I am trying to build a model for the purposes of prediction. I have been able to find most predictor data (strikes landed,reach height etc) I am not able to find the time in position data. Not even on fight metric",not_spam "Looking for AQI data for different cities to play with. Tried looking at the MEP website, but I can't seem to find what I'm looking for. Any help would be greatly appreciated.",not_spam "Hi Y'all, I am looking for a large corpus of technical product descriptions to use in an ML project that I am working on. An example of these kinds of data I am looking for might be like this NewEgg post for a coffee maker: https://www.newegg.com/Product/Product.aspx?Item=9SIA1JX4754385&ignorebbr=1 Specifically, I am looking for textual descriptions like the kind which can be found on the ""Overview"" tab. Going with the example above: ""The Knox KN-TKCUP Travel Size Single Serve K-Cup Coffee Brewer is designed for people whose hectic morning routines donโ€™t allow time to sit and enjoy a pot of coffee. The KN-TKCUP quickly brews coffee using a disposable K-Cup so you can quickly fill your travel mug and get out the door without worrying about waste or clean-up. Quick Set-Up with Minimal Clean-up The KN-TKCUP uses single-serving K-Cups to brew coffee so there are no coffee grounds to dispose of or coffee pots to clean. Just fill the tank with up to 12 ounces of water, place a K-Cup in the holder, and press the power button. When your coffee is done brewing, all you have to do is dispose of the K-cup and youโ€™ll have a hot cup of coffee to enjoy on your morning commute. Save Money on Coffee Traditional coffee makers that use pots are great if you need to brew several cups of coffee at once, but, if you only need to make a single cup, youโ€™re going to end up throwing out a lot of coffee. K-Cups are ideal in these circumstances because they allow you to make only the amount of coffee you need so you donโ€™t needlessly waste water and coffee grounds."" Anyone have an idea where I might be able to find a few million of these kinds of descriptions without scraping them? ",not_spam "Are there any other sources for Weather data? I'm looking basically for the day's high, low, and any precipitation. I'd like to get data for all 50 State capitals in the US, and as early into the 1900s as much as possible. I've been trying to export the data from NOAA search tool, but the past couple of .csv files I've downloaded don't have any values for TMin and TMax.",not_spam I am searching some gene dataset where I can classify between animal and plant. Please help!!,not_spam "Craigslist is infamous for deterring people from using their data in any fashion (PadMapper being the most notable case). I am curious, what kind of analysis would you do with craigslist data that might be interesting / valuable?",not_spam "[https://gh.clickhouse.tech/explorer/#download-the-dataset](https://gh.clickhouse.tech/explorer/#download-the-dataset) There is also an article explaining how to load data into ClickHouse and examples of what you can actually extract from it. What is also awesome: you can press the `pencil` icon on any query and mess with the data in real time in ClickHouse playground (free of charge).",not_spam I'd like to start looking how vaccinations effect overall infection rates. Does anyone know of a vaccination dataset for the UK? (or for anywhere else in the world?,not_spam "[https://www.kaggle.com/philipjames11/dark-net-marketplace-drug-data-agora-20142015](https://www.kaggle.com/philipjames11/dark-net-marketplace-drug-data-agora-20142015) This dataset by Philip James on Kaggle is not so popular yet and I don't understand why! We could learn so much about the happenings on the Dark Web and about vendors and their locations and the products they sell! This is essentially the Dark Market - Revealed! Hope you would like the dataset. Let's discuss ideas about what all information can we extract and use in order to curb the dark market activities!",not_spam "Introducing the Big Bad Database. Helping NLP and ML developers gain access to nearly 200 datasets for natural language processing. Read about it here: [https://medium.com/towards-artificial-intelligence/nlp-dataset-library-14443ddd3084](https://medium.com/towards-artificial-intelligence/nlp-dataset-library-14443ddd3084) [https://quantumstat.com/dataset/dataset.html](https://quantumstat.com/dataset/dataset.html)",not_spam "Is there a way to export [this data](https://realmpop.com/us.html) into plain text or excel tables? I'm talking about the races/classes data, which you get access to by clicking the pie charts. I want to make graphs about the most and least common race and class combinations on all servers. The job would be way easier if there was some way to quick copy-paste the pie chart data into text. I tried inspeccing the element but no luck People over at /r/dataisbeautiful told me I might get some help with a scraper here",not_spam "Just created an API that allows you to find how many pornstars are in each country and how many pornstars per million inhabitants the country has. Endpoints: - https://api.pornstars-per-capita.com - brief documentation of endpoints - https://api.pornstars-per-capita.com/countries - list of all countries with population, pornstar count and pornstars per million, can be filtered and sorted - https://api.pornstars-per-capita.com/countries/{countryName} - data for only one country, the data are the same is in `/countries` endpoint - https://api.pornstars-per-capita.com/countries/links - list of all countries with links to the detail endpoint - https://api.pornstars-per-capita.com/regions - list of regions (Europe, Asia etc.) with population, pornstar count and pornstars per million - https://api.pornstars-per-capita.com/sources - describes sources used for the data Notes: - there are no official pornstar registries so the data will never be exact, if you know better sources I would welcome your comments - pretty much the same is true for population data, it's always an approximation, again if you know better sources, let me know",not_spam "I have been reading a few papers related to tuberculosis. There are quite a few famous sets, like Shenzhen and Montgomery. However, I found that people have used a large dataset coming from South Korea - there have been mentions of it in papers like: [https://arxiv.org/pdf/1901.07441.pdf](https://arxiv.org/pdf/1901.07441.pdf) ""The Korean Institute of Tuberculosis dataset \[15\] consists of 10,848 DICOMs, of which 3,828 show tuberculosis abnormalities."" [https://sci-hub.tw/https://doi.org/10.1117/12.2216198](https://sci-hub.tw/https://doi.org/10.1117/12.2216198) ""10,848 DICOM data, consisting of 7,020 normal and 3,828 abnormal (TB) cases, from the Korean Institute of Tuberculosis (KIT) under Korean National Tuberculosis Association (KNTA), South Korea."" &#x200B; However, there is no trace of any KIT dataset related links to download.. the best I could find is the association page who published it [https://www.knta.or.kr/](https://www.knta.or.kr/) Any help would be appreciated!",not_spam I need to make statistical analysis to publish a paper.,not_spam "Data includes subreddit creation date, number of subscribers, subreddit title and descriptions, public/private, etc. http://files.pushshift.io/reddit/subreddits/subreddit_data.bz2 **sha256sum** 75d68a71f7a8b67f0b5948ccd12d12af7c4d313b3c2c2e91b600246075c8ffc9 This data was captured within the past 24 hours. This is the complete list of subreddits minus a couple that weren't returned by the Reddit API (Status 500). I'm assuming they may be ones that were once completely removed from the system such as the subreddit /r/jailbait, etc. ",not_spam "As you all know, the biggest bottleneck in data-science today is probably, well, the data. Therefore, I'm always impressed whenever I see a paper in which the authors used a dataset in a unique and clever way. This leads me to my question: What are the most unique ways you've seen a dataset being used?",not_spam "Hello everyone. A part of my thesis as a Mechanical Engineer is to construct a profile that includes the fluctuation of the price of kWh for as many countries/cities/states (including Greece) as possible. For example this is what I found for Chicago [https://imgur.com/a/kPylHIr](https://imgur.com/a/kPylHIr). Does anyone know of a dataset like that?",not_spam "I am looking for datasets regarding the outcomes of Covid-19 patients given Hydroxychloroquine or a placebo. I have found the [dataset of 36 patients](https://www.kaggle.com/florianlandras/covid19-first-test-results-chloroquine-france) from the original French study as well as [an RCT in the US](https://www.nejm.org/doi/full/10.1056/NEJMoa2012410) which will soon release their data. Are there other datasets that measure patient outcomes from the drug, preferably with a control group?",not_spam "We need up-to-date list of Indian cities, their STD codes and the hospitals registered across the country. Any idea from where I can fetch this information? Looking for a reliable (possibly official) source from which we can sync latest data on periodic basis? Note: This is my first post on this sub. If this isn't the right place for this query, please suggest where can I get this info from?",not_spam "Is there a big dataset of ASMR sounds? I was looking for it for a personal project and I haven't found nothing online.",not_spam "**Location:** https://files.pushshift.io/hackernews/ This is the complete API dump for Hacker News / Ycombinator from 2006 to July of 2017. **sha256sums** 6ea91006618ab7cd6e58a2f42b0907be1e12c3f436c7987b2ff49d86b3c07df5 HN_2006.bz2 53bf6a400cd1cfd716f525ba5be4e1b64062df27112b219f71dddc35b2ca33de HN_2007.bz2 d0cd72457223d4b2a2e73cd5c45a35a2e0dc0a4cb7a5356d852bac56ba6ced5a HN_2008.bz2 20c37726ad76fa99e73853c8b332d2aa9d9988989ff77d84c9f256132e0de82e HN_2009.bz2 c6e8e69e7e17266324d969ba4e2acad85312859d772abee422eac1424193f5bd HN_2010.bz2 9da4ed0c1e8a626aa8ead983cd53f361316b6075f281f7910be176f6a9f271f2 HN_2011.bz2 96271fbde309abc3ccfaf972642b57dd1b64b0b0ed692f50a82e5e19e46a47ff HN_2012.bz2 ab42d4f0a96d04d11432ee94d086e3a227d5f82835adcf8356a535e91df63e05 HN_2013.bz2 e866f46931198ddfd61b17db9247cd9ccb71d66a1b568088717a199061979138 HN_2014.bz2 9af11af2302b9062cee7b90a8ff81ede002ab9840844dc56976e71d8881f853f HN_2015.bz2 f60142708d52b4a11e92dae6e50b74e505768e7edce3b59425c8ead32d705a45 HN_2016.bz2 c6f3dc178faee6086a412dfb8fc26bdac9535bb398b882932df71d3284e0ac92 HN_2017-01.bz2 adbe6fee73c76592b23b7eb81cd9e722b1af02cdb761ce3d4968c96b4903ae15 HN_2017-02.bz2 102b4c7cd7980a69243866029d2bf5d16b5f1840585092e8ed5387c39e3e26b4 HN_2017-03.bz2 e00e793b8f96b26415c72c28ea93ef1a0e8a065cff5f3e31ba9be6febe38de79 HN_2017-04.bz2 90f247bab3b0ecb65f56e9f8739e9202bbb1510d327ed8e8f8a24ac8b2cf783e HN_2017-05.bz2 258e67ea951f12a74cf9d757c0ea84ae0eb577946f7f01ee2c42bc565b3488f8 HN_2017-06.bz2 c9739641f87e571aaa1c7ed8c95d8783350e796a9a3f36197342d2f440cd3e58 HN_2017-07.bz2 ",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome. ",not_spam "Hello all! I am looking for a dataset that has images of faces as the X for the training and for the Y (labels), what I need is a simple natural language description of the facial features, viz. the nose type, lips, eyes, eyebrows, complexion, jaw size, etc. I have been looking for such a dataset, but couldn't find an exact one. There are many face datasets classified on gender, there are datasets containing the keypoints of the face, but not like the one that I am looking for. Could you please point me to such a dataset if you guys are aware?",not_spam "Hi, I recently did a web-scraping project on ArchiveOfOurOwn.org and collected every non-user-restricted work posted before 2020-07-17 as well as most of the work's meta data (such as tags). The dataset contains about 6 million works. The dataset is stored in an sqlite database which is 502GB. Compressed the database file is 77GB and I'm distributing it as a torrent. The torrent file is uploaded here: https://gofile.io/d/E3rwvf The intended use for the data is machine learning with the idea being that the set is large enough that even after narrowing it down with tags you still have a good amount of data. That said you can use it for whatever.",not_spam "Hey, guys. I'm doing a project about simulating a manufacturing network and I need some simple data to model the factories, like demand, processing times, stocks, etc. Nothing fancy, I just don't know where to look for. Private companies aren't that willing to share their data. Thanks.",not_spam "I'm taking Advanced Stats, but my research experience has largely been qualitative thus far and I don't have any quantitative data sets of my own yet. I have to bring in a data set that I can use to play around with SPSS and work on developing and understanding the statistics that come out of it, but I have no idea where to find data! I've read through past posts and lots of folks have posted data sets by subject, but I don't know where to search for something with a multi-item scale in particular. The criteria are: * Permission/approval to use the data (a must) * Minimum sample size of โ‰ˆ 200 * Two multiple item scales with at least five measures for each scale * Two variables that could be treated as DVs * Three variables that could be treated as IVs * The ability to narrow the data set down to somewhere between 10 and 15 variables I was going to pull a data set from the Pew Research Center's public data sets, but the multi-item scale is proving surprisingly difficult to find. Any suggestions on a good data set to use or where to find data that can be filtered by question type would be very much appreciated! Thanks.",not_spam "I have a thesis project I am trying to get of the ground. For my empirical approach to work I need data that links children to parents and includes state identifiers. The time period should cover 1978 through 2012. I have looked into the NLSY79-97, but I am not located in the US and therefore cannot access the state identifiers. Any tips is much appreciated!",not_spam "If there was a quick way to automate - JSON to CSV conversion - push JSON data into SQL databases - consume webhook data easily Without having to write a single line of code. I'm developing a simple and intelligent UI based to tool for this. Would that be valuable?",not_spam "Im currently writing my dissertation and using a covid-19 Tweet dataset as the basis of a sentiment analysis. However, I am looking into why Twitter datasets are much more common than Facebook posts? There are a couple of reasons I can think of, such as being easier to scan through hashtags on Twitter and private facebook accounts, but nothing with hard facts. Is there a specific reason? Thanks",not_spam "About a year ago when I was a student journalist, I created a crime map using daily crime log data released by my campus police department on the school's website. Not all campus police departments release this information this way -- nor do they have to legally -- but I found that many do so anyway. I'd like to create a public database/website that displays the status of this data per college/university, if it's accessible, and how. I started building a Google docs spreadsheet that I would eventually convert to be a database, but I'm quickly realizing that it is going to take a long long time: https://docs.google.com/spreadsheets/d/1fyyaZ_ohZDW5jCsnQDJ-4NtiMCIqBakLmgOjvGjfp4s/edit?usp=sharing My end goal is to collect daily crime incidents from accessible logs and put it into a giant geocoded database. I can do most of the heavy lifting regarding coding, but I'd like to talk to anyone who is willing to help. I am not doing this for political purposes or for money, and I would absolutely share credit in any end result. Just PM me with your details and I can add you to the spreadsheet. Alternatively, if there's a better way of doing this, I'd like to hear about it.",not_spam "I am looking for syslog data from Cisco devices including firewalls, routers, switches, and Intrusion Prevention/Detection Systems (IPDS) that we can run through the tool that we are developing. The demonstration will simulate that data is being monitored and ingested through the tools data flow. The tool will read the syslog data and determine weather it is a threat (based on set rules) and then either store the file in an archive no further action required or generate a report for the analyst or send an immediate alert. If anyone know where can find this kind of sample, Thank You in advance.",not_spam I uploaded the Reddit [r/Place history dataset](https://www.kaggle.com/residentmario/reddit-rplace-history) to Kaggle. Have a gander!,not_spam "Hi guys, does anyone know hot to get a data set on cyber crime?. Like occurrence, platforms attacked, targeted institutions, etc.",not_spam I have a bunch of qualitative reporting data from stakeholders. Currently it's embedded in emails in response to the set questions. i would like an online system where I can feed this information in and then have a series of tag buttons that let users filter the relevant comments. I haven't found anything after much googling. TIA.,not_spam Is there a dataset which I can use to test the percentage of alcohol used to inhibit bacterial succession? Have been looking for one but can't find any. Anything of similar sorts will do too. Thank you for the help!,not_spam "So I am doing a project where I need to find and eliminate audios which have high noise before passing them through a pipeline of language processing and I need a simple dataset where the audio samples have noise ranging from low to high which are labelled. Any kind of label even binary like high and low noise will do the trick for me.",not_spam "SF journalist here, looking to do a big data journo project on SF housing. And if you happen to come across data for Alameda county or any other bay area county, please let me know. Thanks",not_spam "Hi r/datasets! My team and I launched a website that provides a seamless way to search datasets for your machine learning projects. Weโ€™ve all experienced the pain of searching for that perfect dataset. The world's datasets are scattered across academic websites and Github repos. Thatโ€™s why we came up with Bifrost Data Search. Bifrost Data Search is an initiative to aggregate, analyse and deliver the world's image datasets straight into the hands of AI developers. You can search from over 1000 listings paired with rich information and in-depth analyses. Itโ€™s 100% free and weโ€™re always adding more datasets and features. This is just a beta release, and weโ€™d love to hear your feedback so we can make this a valuable resource for the community! We're currently live on [https://www.producthunt.com/posts/bifrost-data-search](https://www.producthunt.com/posts/bifrost-data-search). We really hope you like it!",not_spam I'm learning Machine Learning. Can you suggest me dataset to perform anomaly detection for basic educational purpose?,not_spam "Does anyone know where I can find datasets for pictures of people/infants with jaundice? I am working on a model that predicts Jaundice, as part of a larger model which detects many diseases like Jaundice from just a picture of the subject. It doesn't need to be labeled, I just need pictures of people with Jaundice. Thanks.",not_spam "Is there a database with world population with high detail? I can get the USA down to county, and I am looking for as close as that as possible for the rest of the world. Any idea where I might get it?",not_spam "I'm looking for datasets related to mental health, ideally tweets (or other social media) where users self-reported their diagnoses (e.g. depression, ADHD, BPD, anxiety, PTSD etc.) or share that they attempted suicide, then including these users' tweet histories. That means I'm looking for datasets with users annotated with their mental illness. (Unfortunately, [the dataset I'd like to use](https://www.cs.jhu.edu/~mdredze/clpsych-2015-shared-task-evaluation/) is out of question as I was told it would be a bit exaggerative to involve the institute's ethics board for a student thesis.)",not_spam is there a way to see covid 19 confirmed cases by zipcodes?,not_spam "Does anyone know of any benchmark datasets used to evaluate classifier performance which are easily/naturally divided into two streams of data (or come from different modalities?). What I'm using at the moment are data which divide into audio+visual features, but it'd be useful to see if [this method I'm looking at] generalises to other types of data than frontal audiovisual data of humans. Thanks!",not_spam "Hello! I am looking for some datasets related to Prek and Early Childhood Education. I have found some US Federal Data here (https://catalog.data.gov/dataset?tags=early-childhood-education), some aggregate labor data here (https://datausa.io/profile/soc/252010/) and some NYC municipal prek mapping info here (https://data.cityofnewyork.us/Education/Universal-Pre-K-UPK-School-Locations/kiyv-ks3f). These datasets are cool but I would like to find some data that can give more insight into the efficacy of prek treatments. If possible it wold be awesome if the data was somehow associated with data that can be used to infer some information about the prevalence of poverty. I know the US Free and Reduced Lunch Program funds PreK but I can't find any data on it. If there were some sort of national or state level info on PreK adoption rates or outcomes with location data I could probably also pair it up with Census tract poverty data too but I haven't found any good data at scale about the effectiveness of PreK Interventions. Anyway, can anyone think of any good data on this subject? My Focus has been the United States but I understand the EU sometimes has better data in member languages and that would be awesome too!",not_spam "I want to figure out the population in specific US cities that falls in a specific age range, education level, type of housing and income. Are there any resources that do this for you? I'm trying to find resources that go off of the census but can't find anything valuable",not_spam "I'm interested in using machine-learning and nlp to try and get insights into people, and key-logging allows you to capture the maximum amount of text data of a user. I would like to try building a data-set on my own interactions with my computer and my phone, but was wondering why I couldn't find online any examples of this sort of thing being done. I would like to first test out the effectiveness of my dataset on learning about me, before offering for others to try out my work on themselves. People will obviously be sceptical of a keylogger being used to gather data (passwords, banking details, etc) but is there actually anything stopping someone honest from using a keylogger to gather data safely?",not_spam "Hi there! I just found this sub and I thought it might be helpful to ask. I'm looking for textual data in the form of personal diary/journal. I know there exist some datasets with health related diaries (like for mental health purposes), but I'm looking for something that isn't THAT specific. Just something that looks like a daily logging about what a person's been doing and maybe how they've been feeling. If you're aware of any data of this kind, I'd appreciate the help!",not_spam I am looking for a dataset of body photographs with the person's height and weight attached. This is similar to the Face2BMI dataset but with full body pictures.,not_spam I see proprietary datasets. But I am not sure how to get these data from free. I can't imagine the data is owned by any entity other than the US government,not_spam "Hi, I am doing some research for topics on business intelligence for my Bachelors Dissertation. Where could I find some good topic ideas and examples, also data sets that are around 10.000 rows?",not_spam "Is there any dataset which contains VIIRS data with and without clouds similar to [this](https://ibb.co/0JmLdDy)? We have already created some images from NASA's Earthdata, but we'd also like to look at other alternatives. Thanks!",not_spam Anybody have an idea where I should start a search for a rock dataset with labels for each rock. I am trying to classify with this data.,not_spam "I'm looking for a list of films and TV shows - (names, release dates, end dates for TV, number of seasons for TV); Actors (and a list of films/shows they were in), and producers (names and a list of films/shows they worked on). Aside from the above, I don't really need anything else. Does anyone know where I can obtain such a dataset?",not_spam anybody know where i can get a link or .csv file on Hemp and CBD Oil Sales Data etc.,not_spam "I have a list of names with brackets of data in Notepad (Windows 10). For example, I need to change: * Alan Kennedy \[EC: 1980-81\] * Alan Kennedy \[EC: 1983-84\] * Alan Kennedy \[FD: 1978-79\] * Alan Kennedy \[FD: 1979-80\] * Jimmy Case \[EC: 1976-77\] * Jimmy Case \[EC: 1977-78\] * Jimmy Case \[EC: 1980-81\] * Jimmy Case \[FD: 1975-76\] * Jimmy Case \[FD: 1976-77\] To: * Alan Kennedy \[EC: 1980-81, 1983-84; FD: 1978-79, 1979-80\] * Jimmy Case \[EC: 1976-77, 1977-78, 1980-81; FD: 1975-76, 1976-77\] How can this be done?",not_spam "I'm looking for activity based cost datasets for a project I'm working on. The cost data could be for a process (manufacturing, healthcare, etc). Any help would be appreciated. ",not_spam "Hello, I'm in need of Indian laws database preferably along with citations but I'm unable to find one. So if anyone of you know please leave a download link below. Thank you.",not_spam "I would like to make a character-level text generator that can generate fantasy city and one that can generate fantasy character names. Is there any large dataset compiling these (ex combining stuff like LOTR, GoT, Elder Scrolls)?",not_spam "Hi everyone, I am currently looking for a dataset, that gives some information about the international prices of * pea protein concentrate * pea protein isolate * soy protein concentrate * soy protein isolate * other sources of proteins The goal is to be able to track the prices. Of course, historical data is needed as well. The closest i got was with [this](https://www.imf.org/en/Research/commodity-prices) data from the IMF. However, you can only see the soy prices, not the prices for soy protein... Thank you in advance for your help (hope the flair is correct)",not_spam "Trying to get a data sheet of all Menards stores in the US, Menards customer service/headquarters was no help. If anyone could help me out here that would be awesome.",not_spam "Batting and bowling statistics of IPL from 2008 to 2020. Curated IPL statistics dataset from it's website. [https://www.kaggle.com/kanishk307/ipl-indian-premier-league-all-time-statistics](https://www.kaggle.com/kanishk307/ipl-indian-premier-league-all-time-statistics)",not_spam "I assume someone somewhere has put this together. Has anyone looked at the death rate of those who have no comorbidities by age group? I would want to also know if COVID was the primary cause of death. To find the death rate, maybe this data would need to assume the total infected using official estimates plus estimates from new studies that may be indicating more people have been exposed than originally thought. This would be extremely interesting.",not_spam "As I said, I need a dataset of all electronic products such as specs,etc sold on any ecommerce website for my college ecommerce project. Please help!!",not_spam Hi community. I am looking for raw data from surveys worldwide as well as selected countries for my project in the title. Please help.,not_spam "Hello all, I'm in need of a dataset for images of concrete deformations, well especially concrete cracks. I'd really appreciate if you know one. Thanks.",not_spam "I have collected Taxi Trip data for the cities of Chicago and NYC. These are links to the datasets in case youโ€™re looking for them: [NYC Taxi Data](https://www1.nyc.gov/site/tlc/about/tlc-trip-record-data.page) [Chicago Taxi Data](https://data.cityofchicago.org/Transportation/Taxi-Trips/wrvz-psew) I was hoping to get a similar dataset for a few other cities. In particular I was interested in San Francisco, Toronto and London but any city will be greatly appreciated!",not_spam "I am trying to find a free API that gives me crime data filtered by either zip code or by latitude and longitude. The FBI API filters down to state but nothing less than that and I found crimeometer's API, but that is not free. If someone could please help, I would appreciate it.",not_spam "[World War 1 THOR Data](https://data.world/datamil/world-war-i-thor-data) > This Theater History of Operations (THOR) dataset combines digitized paper mission reports from WWI. It can be searched by date, conflict, geographic location and more than 30 additional data attributes forming a live-action sequence of events. [World War 2 THOR Data](https://data.world/datamil/world-war-ii-thor-data) > This dataset combines digitized paper mission reports from WWII. It can be searched by date, conflict, geographic location and more than 60 other data elements to form a live-action sequence of the air war from 1939 to 1945. The records include U.S. and Royal Air Force data, as well as some Australian, New Zealand and South African air force missions. ",not_spam Is there a public dataset of mouse movements?,not_spam Looking for this dataset to create an article and infographic on supporting the adoption of Pets instead of the buying of pets...Can anyone help?,not_spam "Hello, &#x200B; I am looking for a Data Set to work with university students to introduce ""Data Mining with R"". It will be a presentation where the students should do a quick and easy assignment in R to get results on this Data Set. They will not have any R experience other than a quick introduction from myself. I thought about something visual like a world map with colors or something. The students should see some visualizations and it should look cool. Couldn't really find a lot googling. Thank you for your ideas!",not_spam Hello everyone! I'm looking for a dataset consisting images of various sneakers for my thesis project. Is there anything you know of?,not_spam Where can I find/buy (if available at all) historical (does not have to be very recent) order book of stocks compounding NASDAQ 100?,not_spam "I'm looking for a dataset that has a recent population per city for all (or all major) cities in the world. I'm able to find datasets by country and over various time periods, but haven't had luck finding an aggregated dataset for the entire world or major continents.",not_spam "Is there a publicly available dataset somewhere containing information of newly registered businesses in the USA? Preferably on a per year basis. Don't need to be that clean either. Total businesses per year and state would do. Or something similar. I have been looking al over the place and would really appreciate any help here.",not_spam Can anyone point me towards any dataset related to paranormal activity/ghost sighting or any other similar datasets?,not_spam [https://www.elastic.co/blog/generating-and-visualizing-alpha-with-vectorspace-ai-datasets-and-canvas](https://www.elastic.co/blog/generating-and-visualizing-alpha-with-vectorspace-ai-datasets-and-canvas),not_spam "I want to create some spiffy examples for a Rails gem that I'm creating and in order to do that I need hierarchical data (and nothing terribly complex either, just hierarchy-rich). Any ideas?",not_spam The post on here is a few years old and not longer works. Any help is appreciated!,not_spam "Hi all, I'm doing my final year project on Real time detection of helmets on bike riders. I would really appreciate it if anyone could link any resources where I could get it from. Thank you so much in advance",not_spam Hi. I'm looking for dental image datasets such as bitewing image or opg image. Where can I find them on the Internet?,not_spam "I'm looking for the China ""daily new cases"" time series. Looking at the various links in the ""Coronavirus Datasets"" pinned thread, I found there are 2 main datasets: \- worldometers `259,457,688,769,1771,1459,1737,1981,2099,2589,2825,3235,3884,3694,3143,3385,2652,2973,2467,2015,14108,5090,2641,2008,2048,1888,1749,391,889,823,648,214,508,406,433,327,427,573,202,125,119,139,143,99,44,40,19,24,15,20,11,20,16` \- John Hopkins Github (csse folder), which also is the Kaggle dataset `95,277,486,669,802,2632,578,2054,1661,2089,4739,3086,3991,3733,3147,3523,2704,3015,2525,2032,373,15136,6463,2055,2100,1921,1777,408,458,473,1451,21,219,513,412,434,328,428,576,204,125,125,151,153,80,53,37,27,34,11,13,32,26` Both data are from January 23 to March 15. By [plotting](https://i.imgur.com/60GZr92.png) the two time series, we see that * the initial and final parts are quite different * the mid part (except for the spike) almost coincide * the spikes are the 21st value (Jan 12) vs 22nd value (Jan 13) The last observation let me think that one of the two series is wrong. Does somebody know which is the most reliable?",not_spam "Sorry if this has been asked a lot here, reddit search is really bad. Finding raw data at a national level isn't that difficult most of the time, but looking for global covid data all I get are visualizations, pre-analyzed data, and everything but raw data. On the official WHO site they didn't provide very useful data, and I've been searching for an hour but found nothing useful. Seeing all these sites that enable you to see cases, deaths, and testing across different countries and territories, I wonder where can I find the data? I am specifically looking for the amount of coronavirus cases, tests, recoveries, and deaths that occurred every day (or any other short interval that's shorter than a week) in a lot of countries with that data available. I want to do some analysis with pandas and matplotlib as a fun project",not_spam "Hi! Has any got any idea from where can I get the NSS: Employment and Unemployment Data Survey for different years? The link on the government of India's website is broken and I desperately need it for my dissertation.",not_spam I'm going to be constructing labeled datasets that are for creating models to assess whether or not a statement represents curiosity or not. I'm going to use pro-science tweets as a proxy for curiosity. So I would like some suggested twitter feeds that are pro science as well as some that are anti-science. I was thinking NASA would be a great start to represent curiosity and pro-science.,not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome. ",not_spam "Hello. I am looking for datasets for Premier League head-to-head records for each teams in the league. Are there any that can be found? Any help is highly appreciated! Thank you in advance",not_spam "hello guys, I'm looking for cellular frequency data and the allocation is specifically for Indonesia. If any of you know about it. Feel free to message me!",not_spam "Hi all, in light of worsening COVID-19 developments across Europe I am using [Our World in Data](https://ourworldindata.org/coronavirus) to monitor a number of countries to better understand the situation. I am looking to build a Google Sheet that automatically pulls some data points from Our World in Data, so I donโ€™t have to manually navigate numerous webpages and tables each day to stay on top of changing developments. Is it possible to do something like this? I donโ€™t have any programming experience, but I am fairly competent in Google sheets. I am looking to build a row that captures the most up to date data points from OWID for each country for several metrics, like this: United Kingdom: [Hospitalisations weekly](https://ourworldindata.org/covid-hospitalizations): โ€˜7,016โ€™ [Deaths daily](https://ourworldindata.org/covid-deaths): โ€˜2.31โ€™ [Positivity](https://ourworldindata.org/coronavirus-testing): โ€˜5.20%โ€™ [Population vaccinated](https://ourworldindata.org/covid-vaccinations): โ€˜67%โ€™ Thanks",not_spam "Hi guys, Is there any available dataset like Penn-Fudan that contains images of a wild animal (of any kind) and their instance masks? Thanks in advance.",not_spam "Hey all, was hoping someone could point me in the right direction for precinct-level data for COVID-19 tests in NYC?",not_spam "Hey there. I apologize if this isn't the right place for this sort of question--please feel free to redirect me if there's a research methods subreddit or other forum online I could pose this to. Let's say I wanted to find out roughly the working capital of a number of US companies (which regularly undertake, let's say, projects costing hundreds of millions of dollars) but which aren't publicly traded. Is there some way to learn or even just infer this data, based on publicly available resources?",not_spam Is there a good source of polling for opinions on climate change by country. Several data on different years would be nice.,not_spam Does anyone know where I can find a dataset comparing the median CEO's level of pay to the median American income? I prefer yearly data if possible and any help would be appreciated. ,not_spam " Hello Everyone, I am currently taking a data analysis class and have to do a project revolved around Regression. What are some interesting topics, ideas, or datasets that you guys would recommend? I need to be able to find a CSV file of it an analyze the given data.",not_spam "Hi, I am graduate student of electronics engineer. I work rail inspection detection using image processing on my thesis. I'm looking for rail crack dataset for the project. I've found many concrete, bridge crack dataset but I couldnt find rail crack dataset. I would be very happy if you can help, thanks in advance. &#x200B; &#x200B;",not_spam "Hi everyone, I am reeeaaallyy struggling to find a good data set for my final project for my multivariate stats course. I basically need a dataset I can investigate using principal components analysis, factor analysis, clustering, correspondence analysis, canonical correlations and discriminant analysis,basically everything I have learned this semester. But I don't have the time to be formatting and aggregating datasets (I am no good at that sort of stuff in SAS). &#x200B; Can anyone help? &#x200B; Thanks!!",not_spam "Hello! Does anyone know about any mobile application interaction datasets? I know about [Rico](https://interactionmining.org/rico), specifically **Interaction Traces** part. In short, it is a collection of different user interaction traces for different Android applications. Each element in a trace has an associated application state (view hierarchy), screenshot and user action. Maybe there is something similar? I am more interested in interaction with Android applications or OS independent datasets. I have searched several resources, including this subreddit. In the latter case I have found only posts that are several years old without any helpful information. Maybe I have missed something. I will be glad if anyone can help. Thank you in advance!",not_spam "hey guys, i am looking for the most recent bundesliga data sets from the seasons 18-19 and 19-20 (if even possible). i tried to scrape my own datasets from [bundesliga.com](https://bundesliga.com) or [fussballdaten.de](https://fussballdaten.de), but sometimes there is simply no information for certain variables (which eventually leads to data preparation being hard). that said, i do not only want the scoreline, but as much information as possible (possession, tackles won, shots, shots on goal, successful passes, distance covered, etc., etc.). the most recent dataset i could find is [here](https://datahub.io/sports-data/german-bundesliga), but it only has data for season 18-19 (or even further in the past). i am also fine with website from which i could scrape the data (provided the website is scrapable and contains the information i need). thanks in advance for your help!",not_spam "I am learning Tableau and a former Fixed Income / Bond Consultant and would like to put together some cool viz using bond(corp's and muni's mostly) data. Unfortunately, I don't have access to a Bloomberg terminal. I was wondering if you could help me locate some datasets? Thanks in advance for any help.",not_spam "I'm looking for a dataset where I can find the average annual temperature anomaly by country and by year up to the present. Basically climate change data by country. I can handle most formats that R can convert. (Eventually I will be using Stata with this data.)",not_spam "I have a hypothesis I'm trying to test, which is that ideas on the internet are generally not very diverse. That is, even when there are opposing viewpoints, there are usually only a few views total on a given topic. So, I'm looking for **data sets cataloguing things like online newspaper articles based on the general ideas they present**. A hypothetical example would be a database on articles about the 2012 election campaign that catalogue them based on whether they mention abortion, gay rights, immigration, or job growth. In that case, I might be able to demonstrate that the majority of election coverage centered on those topics, as demonstrated by the high frequency of those terms in online articles. Another example might be data from twitter or Facebook tagging posts by topic/key word. I could potentially demonstrate that social media activity is dominated by certain buzzwords. I know that google has an n-gram search for books, but does anyone know of one for the internet or for newspapers? There are plenty of other studies you could do; it doesn't matter much to me what the topic or specific material is. I also don't mind if it's a very small data pool. I'm just looking for data that would lend itself to a case study of trends in written information online. If anyone has any ideas, I would be indebted!",not_spam "I'm aware of the BigQuery archive of Reddit but they don't allow access to the last 6-7 months of data. So i'm looking for an alternative? I notice there has been an explosion of a particular type of submission to a sub in the past few of months. So i want to see the numbers on this.",not_spam "Hey Friends. My Girlfriends birthday is coming upโ€š and we both enjoy data. So I thought it would be a cute gesture to throw all of our messages to each other in a database, and use some form of Data visualisation tool (Probably mostly Tablaeu) to pull out some cool data. I'm mainly curious if anyone has suggestions about how to structure the database. I work as a Software Engineer and have worked with Tableaueu before, so implementation shouldn't be too hard. But given what i'm trying to do i Imagine just putting each message in as a TEXT field is not best way to go about it. I'm considering using MySQL, and think I basically want to create a structure where all unique words go into a lookup table and get their own ID, and then using a join tables between words and messages (possibly a table inbetween for sentences?). where the join tables which retains the order of words etc. But yeah any input on how structure to make it easiest to analyse the data later would be appreciated. And just to specify, the main goal here isn't to reach some specific final visualisation, the point is more creating the dataset, so something that for example automatically creates a word cloud is not really what I want. ",not_spam "I've seen some of the new sites showing pm2.5 levels for major asian cities but I haven't been able to find anywhere to download datasets of that information. I was thinking that it would be kind of cool to see if there are annual trends, or how certain cities rate against one another at certain times of the year, or any annual increases/decreases. Any help or pointers to datasets would be appreciated. Thanks in advance.",not_spam " We made this dataset coming from the information collected from a Home Medical Services Company. The Challenge related to this dataset: # Impact of the Environment on ""Sensitive"" people"" and the Prediction of the level of sanitary actions in geographical areas based environment data and its effect on ""Fragile"" people. If you have any questions feel free to ask. &#x200B;",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome.",not_spam "I am looking to find basic information on a marriage-by-marriage basis. My goal is to graph the distribution of spouse's age w.r.t. the age of the other spouse, e.g. how likely a man who married at 32 is to have married a woman who is 28, 29, etc.",not_spam "Hey all! I am currently looking for a dataset containing announcement dates of Board appointments. Is there any good database out there having these information available? I read that Boardex may have these information but right now I canโ€˜t verify this due to lack of access. Thanks a lot in advance!",not_spam Does anyone have IEA's Emissions Factors (2019 Edition) released on the 11th September 2019 in Excel format?,not_spam "Our DaaS platform Quandl is a free and open index of currently over 4 million datasets that is growing daily. We also released a Python package to go with our R, MATLAB, and excel ones this week. They allow easy API access to every single http://www.quandl.com/ Any suggestions on which type of datasets to try and obtain next are very appreciated. You can message me or list them here.",not_spam "Hi- Iโ€™m moving to NYC shortly and was hoping to be able to analyze up-to-date data about rentals, specifically I wanted to construct some models to explore how amenities like pets allowed, washer/dryer in unit/building, distance to subway, communities distance to downtown Manhattan, etc, affect mean prices & time on market. Initially I thought to scrape data off of streeteasy, but of course they blocked it and it violates their user policy. Any ideas for how I could get my hands on data like this? Thanks for any ideas!",not_spam "Eg, need the gold price, oil price, US inflation, employment, population growth rate, GDP etc, I need all the data to be arranged by month and year, in one single (large) spreadsheet. Ie, all the data for each column should have been recorded within the same month. If anyone has seen a spreadsheet like this, please let me know",not_spam "Hฤฑ guys! I need a dataset for a project on startup success prediction. Crunchbase data is not free is there a possible option to get those datasets for free? Or any other platform to out-source the related datasets?",not_spam Does anyone know of a dataset where a column contains datetime value from multiple timezones?,not_spam "Hi this is my first dataset. I scraped nearly 28000 football games from the top 5 european leagues from 2004/2005 to 2018/2019. Take a look https://www.kaggle.com/waterchiller/european-football-games Edit: The source code is public now. And I did a little bit of cleaning up. https://github.com/ChristianSchneeweiss/Football-Data-Scraping/tree/0.1",not_spam "I am interested in finding a dataset of message-reply pairs of conversations with dirty talking. By dirty talking, to be clear, I mean inappropriate for work. I looked around a little bit but I couldnโ€™t find much of anything large enough. If you have any ideas on how to create a dataset like this on my own, please share.",not_spam "Does anyone know a dataset with the position of US military forces in the continental US? Be great to know airbase/armor deployments and other assets. Reason: planning land war in North America.",not_spam "I've been keeping this spreadsheet for a few years, submitting it for anyone to use for a project or just to enjoy. This work is released public domain via The Unlicense. Summer and Winter Olympics sports by major and minor sport such as Skating / Figure Skating. Includes data from 1896 to 2022. https://docs.google.com/spreadsheets/d/1q9XwRSDsAYRHG0CU8UJ7J-K50iJZ5sFoVASH86Gugmw/edit?usp=sharing",not_spam Are there any available sources of free (and reliable) regional violent and property crime statistics?,not_spam "Hell everyone, I am looking for a dataset of NICS background checks numbers in a csv or other spreadsheet format instead of the PDF format that is put out by the FBI [here](https://www.fbi.gov/services/cjis/nics).",not_spam "I'm searching a dataset containing the gpu prices during the last \~7 ish years. I don't need every existing gpu model , i was thinking about the most 15 relevant ones per year. I've already found a dataset made by user u/YourVibe a couple of years ago, but i need the data of the last years. I've tried messing around with data scraping with python but with terrible results.",not_spam "Hey everybody! So I saw quite a few posts since the election on social media showing how vote counts sometimes decrease and how that means that there was fraud. I hate all the disinformation spreading around but could not find a completely waterproof answer to disprove it - the most satisfying answer I could come up with is that nobody would be so stupid and alter voting totals after theyโ€™ve been reported. Consequently, it must be an error and I wanted to investigate where this error comes from - my instinct is typos on a county level probably but I wanted to look further into it. I saw that the feed comes from the Associated Press, but it seems that the recordings of this data are not publicly accessible. Has any organization made a recording of it by any chance? Or states that published it themselves? Thanks!",not_spam "Hello everyone, I am a university researcher with background in cognitive science working on semantic distance between words. I come to you after having spent multiple days trying to figure out how to use the Common Crawl database implemented through word2vec using Gensim. I have basic familiarity with computers and java programming but I have never used GitHub or tools like word2vec, which takes a database of text (such as googleNews, or Wikipedia, or CommonCrawl which is GB of text data from the internet) and can give you the cosine semantic distance between 2 words. For example ""man"" and ""woman"" might have a coefficient of 0.8 but ""water"" and ""jealousy"" might have a coefficient of 0.15 because they are rarely used in the same context. Has anyone successfully used word2vec on their Mac? I cannot for the life of me figure out how to make it work. From what I understand these are the steps I need to take, some of which I already have: 1. Install Python This I did 2) Install Pip This I did by running the following in my terminal: $ Sudo easy\_install pip $ python -m pip install --upgrade pip setup tools wheel 3) Install Gensim This I did by running the following in my terminal: $ pip install --upgrade gensim 4) Install Word2vec and train it on Common Crawl as its corpus Cant figure it out!!",not_spam Does anyone know where I could find some data sets for credit card usage in Germany as well was what credit cards are being used on?,not_spam "Does anyone have an avro file with some sample data in it that I could have? Can be any size, I canโ€™t find them anywhere and Iโ€™m working on some research that requires testing of different file types. Would really appreciate it.",not_spam "I'm looking for any kind of Broadband adoption datasets, mainly for the US. There's not much out there that I can find so I'm willing to accept pretty much anything at this point. Ideally, I'd love to find weekly or monthly percentages of the US (or even better, by city, or even just for one city) with broadband. And I'd love it if it was broken down by speeds or type (DSL / Cable / Fiber) as well. If the datasets could to back to around the year 2000 that would also be ideal. But again, becuase I've had such trouble finding anything useful, I'll look at anything at this point. Thanks",not_spam "Anyone know of a good dataset of IPOs from 2019? Thanks!!",not_spam "Hey guys,I am trying to make a ML model to classify and Segment bullets and its striations.Please help ..if their is any Datasets available.",not_spam "Hello, I am looking for a data set that compiles company data breaches with firm level identifiers. I have found a number of data sets that compile breaches on the industry level, but I really need one that compiles on the firm level. Does anyone know of any data sets exist? If so, could you help point me in the right direction? Thanks!",not_spam Is there an open data source showing past esports results and statistics on the games played? Looking to create a model on this but cannot seemingly find any free data sources? Any help here would be greatly appreciated.,not_spam "If you already have access to large databases, where do you get ideas from to start asking questions? Do you try and do something unique or do a project that has been done before but bigger and better with a larger dataset. Iโ€™m a physician starting my research career. Thanks",not_spam "Hai everyone, I need the data of the most played / most revenue earned (or any data related really), video games of 2014 and I need them country based, especially Germany, France, UK and Spain. I'm doing my thesis on Video Gaming Industry and on the process of researching more and more material however I wasn't able to find the proper data I need for my purposes. I'm also open for any other related data on the subject that may shape my views, thus my thesis eventually. I'm mainly interested in these topics: * Market Share *(For Germany especially)* * Gaming Companies in the Market *(For Germany especially)* * Which is popular and most commonly prefered by the industry: Outdoor or Dijital Ads *(For Germany especially)* Thanks everyone in advance, /cuddle ",not_spam "The Age at Marriage, Number of Children per Marriage, Prior Divorces, Age at Divorce, Financial Status, and Country would all be helpful",not_spam "I have been looking for a dataset of labeled flag images. I found one that links to 200 Nation flags on Wikipedia but even with image augmentation 1 flag per country isn't enough. Does anyone know where I might find more? Thanks",not_spam "Would you have any data set related to a supply chain? Inventory, Logistics, or operations anything would work. I am a student and wanted to practice using tableau",not_spam "I found a dataset with every single reddit username, but it is too big. I would like to train an AI to generate usernames and the file size limit is 10mb. Could anyone help me ?",not_spam "I replied to someone looking for this a while back, and realized people here might be interested since they cover a wealth of knowledge. [https://www.everycrsreport.com/](https://www.everycrsreport.com/) Has a direct connection from a Congressional office to all CRS reports, and provides them free of charge as they become available. &#x200B; Bulk Download options here: [https://www.everycrsreport.com/download.html](https://www.everycrsreport.com/download.html) Website Source Code: [https://github.com/joshdata/crs-reports-website](https://github.com/joshdata/crs-reports-website) Fast and easy way I know to download is to simply do this: Download the CSV file with the links ([https://www.everycrsreport.com/reports.csv](https://www.everycrsreport.com/reports.csv)) open it in excel. Copy the latestPDF column and the latestHTML column to different txt files: latestPDF.txt latestHTML.txt Download latest wget with SSL support, extract it to a folder you want. then simply run this command wget -c --no-check-certificate --base=[https://www.everycrsreport.com/](https://www.everycrsreport.com/) \-i latestHTML.txt wget -c --no-check-certificate --base=[https://www.everycrsreport.com/](https://www.everycrsreport.com/) \-i latestPDF.txt it will grab each file listed inside those text files one by one until it has retrieved them all. &#x200B; **Cross Posted in** [**/r/DataHoarder/**](https://www.reddit.com/r/DataHoarder/)",not_spam "Myvidster has a REST API that only allows you to retrieve basic info about a certain video but not which people bookmarked that video, Im interested in fetching ALL the users that bookmarked a certain video. Webscraping the whole thing would be costly... Is there any raw dump of their database? http://blog.myvidster.com/2010/07/myvidster-api-beta.html",not_spam Hi! I'm looking for datasets about the changes in the frequency of domestic violence/violence against women episodes during Covid-19 pandemic/lockdown periods. Do you know interesting sources?,not_spam "Hi Folks, There was a dataset called Harbour report. This used to be public until the company was acquired by another firm in 2009. Anybody have an idea where can I find the datasets prior to 2009. [https://www.wardsauto.com/news-analysis/harbour-report-goes-private-year](https://www.wardsauto.com/news-analysis/harbour-report-goes-private-year) &#x200B; Thanks in advance",not_spam "Hi all, I found a dataset that contains the play-by-play data for the NBA in the last 6 years ([https://www.kaggle.com/schmadam97/nba-playbyplay-data-20182019?select=NBA\_PBP\_2020-21.csv](https://www.kaggle.com/schmadam97/nba-playbyplay-data-20182019?select=NBA_PBP_2020-21.csv)), but in terms of shot location it only includes the distance of the shot taken. For my interests, I need the exact location on the court using X position and Y position, and I can't find an actual dataset with this information anywhere. Can anyone please help me out? Cheers! e: to be completely specific, I know that there are shot chart datasets out there, but my particular case needs them to be associated with specific plays so I can analyze the shot charts of plays relative to each other",not_spam "Hi everyone! My friends and I built [databar.ai](https://www.databar.ai), a free no-code API tool that lets you get datasets from all over the web without code (works for \~100 APIs right now). We started it out as a side-project/internal tool and thought that others might find it useful too. Basically all you do is pick an API you want to use (for example Coin Gecko or [Data.gov](https://Data.gov)), customize your request with parameters, and get a clean, structured csv/xslx file in return. Right now you can get datasets on: \- Anything relating to crypto (social media stats, market caps, volumes, ROIs, etc.) \- Finance (public financials, IPO data, transcripts, technicals, DCFs) \- Scraped data (news articles/blogs, App store reviews) \- Public data (crime, education, environment, etc.) \- Anything to do with COVID You don't need to know how to work with APIs to use it and we're wondering if there are any features people would prefer - mostly posting for feedback/ideas. Figured r/datasets is the best place to ask, please let me know if I'm posting in the wrong place!",not_spam "I am looking for a dataset of hotel prices, I couldn't find any public dataset. Does anyone have an idea on where can I find these information (scraping booking to get prices is tricky, not as simple as getting info ) ?",not_spam "What is needed to crawl data from facebook groups in 2019? Is using selenium going to be enough?",not_spam "I am trying to find a dataset with a list of diseases and the symptoms they each are associated with. Patient data (age, gender, weight, medical conditions) would be ideal too but it isn't necessary. Any datasets that would help would be greatly appreciated!",not_spam "I just found out about the TPC standard's site and am really interested in getting some data populated. I'm a bit confused as to how to exactly create or get the data... Am I supposed to download the [supporting file](http://c970058.r58.cf2.rackcdn.com/supporting_files/tpch/dell~tpch~100~dell_poweredge_r720xd_using_exasolution_5.0~sup-1~2014-09-23~v02.zip) from a [result's page](http://www.tpc.org/tpch/results/tpch_result_detail.asp?id=114092301)? I downloaded that file from the first link, but have no idea what to do with it. I can't find any documentation on what to do after downloading it, and neither can I find a readme file. There are 3 more zip files within that zip file. The data's output format can be anything accepted by Hadoop. This should be feasible right?",not_spam "I've searched around but no success. Maybe it's not available for public to download? It is kind of weird that in the registry website, [https://www.nsopw.gov/en/Search/Results](https://www.nsopw.gov/en/Search/Results), we can search any area for all sex offenders nearby, but we can't download the whole database. Does anyone know why? Thanks a lot!",not_spam " Hi, I'm studying at uni (economics and politics) but I'm from ARTS high school, and i have discalculia. Math is not my strong side, and i don't excel in Excel... I don't know ANYTHING from descriptive statistics. I'd like to ask you if there's some database which contains quantitative and qualitative information. I have to make seminary work. Jesus I have to write test. I'm desperate, could you pleas help me?",not_spam "I am trying to build a chatbot more like a text based personal assistant for university student's, for my fyp. So I need a dataset for it.",not_spam "Can someone create a way to be notified by email when new reports come out for these? https://www.google.com/covid19/mobility/ https://covid19.apple.com/mobility (If Iโ€™m in the wrong place please let me know where to go). Thanks.",not_spam "Title says it, I am looking for the worlds GDP (GWP) by quarter, or month. I've seen it annually but am surprised I couldn't find this anywhere. Any help would be appreciated, thanks in advance.",not_spam "I need dataset for a experiment where i want to explore content caching based on preference of content in regions.I was searching for youtube,Netflix dataset for movies popularity based on regions.Also regions have to have quite dissimilar tastes like india and america.If any other dataset also fits the requirement then please let me know",not_spam I have been unsuccessful to find this data to create a dashboard.,not_spam "Im looking for some datasets for a workshop Iโ€™m giving in data visualization in matplotlib. I want some basic datasets which have a even number or categorical and numeric variables so I can show basic visualizations, If anyone has some good datasets to teach data visualization or are good for data visualization and have a good amount of categorical and numerical columns, feel free to pm me links or drop them here!",not_spam "Hi, I am working on a project for which I would need a richly featured product dataset. Would it be possible to download the catalog of Amazon or Walmart for example? Including the pictures, product description, category and dimensions meta-data etc. &#x200B; The closest I've found is the [Brazilian E-Commerce Public Dataset by Olist](https://www.kaggle.com/olistbr/brazilian-ecommerce#olist_products_dataset.csv) on kaggle. While there is weight and dimension information, the dataset seems to be more concerned with the product mix at an order level. Specifically, the product description and photo is missing from the product dataset which is what I am interested in. ",not_spam "Hey guys, I wanted to do a hypothesis test to check if 'Mangal Dosha (related to astrology)' really affects a marriage. Mandal Dosha will be a categorical variable i.e. whether a person has mangal dosha or not(yes or no) which can be obtained from date of birth.So, where can I get data to carry out this analysis. Thank you",not_spam "I want to check my progress or decline in productivity for a month. So I'm planning to collect and make a datasheet with everything I do on a day-to-day basis for October. But I am not sure how to enter the data or where to enter that'll make it easier for me to analyze it later (at the month-end mostly). Has anyone here done anything like this or similar to this? If yes, could you give some pointers on how to proceed? Thanks! :)",not_spam "I'm working as a GA for a prof who has tasked me with locating a dataset he can use for his research. The prof studies cross-cultural marketing and the dataset just needs to be about general consumer behavior (very wide open, ex: recycling behavior, purchasing behavior, etcโ€ฆ) that has location as an independent variable. Importantly, he has to purchase the data (nothing free) because he needs to spend his budget, but heโ€™d like to be able to get a refund or purchase on a trial basis to ensure the data will be useful for his research. Any tips? I feel like I've exhausted my web searching abilities. Thank you in advance!",not_spam GitHub Repo of tons of great Text Data for NLP work: [https://github.com/niderhoff/nlp-datasets](https://github.com/niderhoff/nlp-datasets),not_spam "Does anyone know of any polls or surveys of public opinion in the African Republic of Chad? I can't seem to find anything at all (I Google, and I checked the Afro Barometer). I can only find on on WorldBank, but it concerns attitudes towards the WB. I want surveys or polls on the public opinion on social issues, values, or political issues.",not_spam "I am experimenting in tensorflow with classifying how many persons are present in an image for a university project. Does anyone know of a dataset with images of groups of people with labels for how many there are? I suspect that there should exist such a dataset somewhere, but I cannot figure out what terms to search for to find it. Any help would be appreciated! ",not_spam "I'm looking for datasets about the Rosetta mission http://sci.esa.int/rosetta/",not_spam "I want to create a detector that identifies radical or terrorist behavior in text. I need it for an NLP assignment, so it must be text. I prefer to do it in dialog but I can also work with social media posts (with comments). I found many datasets about hate speech, but this is not what I'm looking for. I need the data to contain more of extremist violence ideologies. Can anyone help?",not_spam "I need a list of venues in Paris and the number of people who visited these places in a year for an assignment. If someone knows such data please let me know. Thank you",not_spam "Free object detection with bounding boxes, suitable for training mobile models. (Speed limits, traffic lights, pedestrian crossings, stop signs). It has 877 images in it. You can try to train a model in the MakeML app in a few clicks. [https://makeml.app/datasets/road-signs](https://makeml.app/datasets/road-signs)",not_spam "I'm looking for the number of days per year in each US state where the minimum temperature was above, say, 72 degrees. I've found this data in pieces but I need a lot of it and don't have the time to gather it all. Does anyone know where I can find this? An API would be helpful too, in case I want to change the criteria. EDIT Thanks to everyone for the help. It's here: [https://www.ncdc.noaa.gov/cdo-web/search](https://www.ncdc.noaa.gov/cdo-web/search) The trick is to narrow down to a few stations in a city, then you can up the date range. Still have to do it for each state, but that's acceptable.",not_spam "Hello, Can anyone tell me where can i find a large twitter dataset? I need it for my project at the university. Thanks",not_spam "Hi r/datasets, I'm looking for a (preferably public access) dataset for computer processes, so time started, stopped, memory usage / allocation, process ID (if one exists) etc. I've had a look through UCI and a few other places, but no such luck. Does anyone know of a good resource site I might have missed, or happen to have the above data themselves? It is for an academic project, so if need be I can use an academic email address to make a request for the data from an organization (like CAIDA). Thanks all.",not_spam "Collection of the dataset that has the global list of websites built with [Magento](https://magento.com) providing valuable insights into the market share and is an essential tool for market research and competitor analysis. &#x200B; [https://www.kaggle.com/wiredwith/websites-list/download](https://www.kaggle.com/wiredwith/websites-list/download) [https://wiredwith.com/technology/ecommerce/magento](https://wiredwith.com/technology/ecommerce/magento) [https://wiredwith.com/technology/dataset/download/ecommerce/](https://wiredwith.com/technology/dataset/download/ecommerce/)",not_spam "So I've been searching for datasets related to Korean dramas, their ratings etc and rise of K-pop around the world. If you find a trustworthy source of data even somehow related to these, do let me know! Thanks, Kdrama fan",not_spam "Hi everyone! I'm working on a NLP project, which requires data for Maithili language. It requires sentences in Maithili language, in a domain of finance and agriculture. If anyone knows anything, please do share here. Any magazines, newspaper will also do the job.",not_spam " Hello All, I hope you can help me out here. I am looking for some sort of data set for the assessment test for newly appointed IT Analyst that we will interview on Friday. We would like to ask them to complete some data analysis and present the result. This would test their Excel Skills like vlookups, pivottable, formulas, creating charts I could prepare something from my WMS but one of the candidates is internal and that would be unfair for the rest applicants. Do you have something you can share that you used before or any idea what this could be? Thanks aberforth",not_spam "I am looking for a freely (as in beer) available dataset about ETF and Investment funds. I don't need very granular data, just the year-over-year performance for the last 2 periods will be sufficient. I've tried looking in Morningstar but there's no download available... Also regulators have some data about it in PDF format because the laws says ETF and fund managers must report periodically... ...but I can't see a CSV file or similar available. Any idea about how to find it?",not_spam "Hello, for a fun little side project Iโ€™m looking for a labeled food dataset. Iโ€™ve tried looking around but couldnโ€™t find any. Also the one on kaggle isnโ€™t helpful (itโ€™s about barcodes of food) and on the website of academictorrents I couldnโ€™t find one either... If anyone knows where I can get one, thatโ€™d be real helpful! Just to be clear: Iโ€™d like it to be a dataset of labeled images, such that it can output a string of eg. Tomato when a tomato is given as input. (Pretty straight forward) Thanks in advance!",not_spam "I'm not sure if this is the absolute best sub to put this, but search showed nothing more obvious. If you know of a better place to ask, let me know. I'm looking for a list of something like 5,000 UK retail domains, basically any site that sells direct to consumer based in the UK. I'm not trying to sell to these domains, so the costs of buying contact details through usual sources is not feasible. Anyone know where I should start to get that list?",not_spam "Looking for a current mega list of all twitter @handle and usernames ? or an API to grab them, similar to pushshift for reddit ?",not_spam "I am working with analyzing various regional markets and was wondering how others are storing that data, latitude longitude with radius? Boundary definitions? Thanks in advance!",not_spam "Does anyone know any good datasets for activity detection and recognition. We are working on a project where we want to reduce the size of videos a cctv capture. We want to do this by only recording footage of anomalous events like fighting, stealing, accidents etc. I've found the activity net dataset but this does not contain anomalous events. Can you please share any datasets for activity detection and recognition which contains anomalous events. Thanks!",not_spam "Hi, &#x200B; I am looking for some dataset that is related to robbery. Mostly images. Please let me know if you know of any.",not_spam Can anyone share if they've a dataset for keywords used in adult sites.,not_spam "This could be some interesting data to compare the 2018 election against so I scraped it from [Townhall.com](https://townhall.com/election/2016/president) and organized it a little. Get the [datasets here](https://github.com/brennejm/Data/tree/master/US_HouseElectionResults).",not_spam "I apologize if I'm ignorant with respect to this. Hence why I'm asking. I was wondering where these guys are getting their data, originally. Like how do PIs find who a car belongs to? I'm presuming from FOIA requests or some similar mechanism to various state DMVs. If so, why isn't there a public version? Can I just...file a FOIA request to the DMV and ask them for the data? Of course, anonymized.",not_spam "Hello, I hope this is in line with the rules. I'm looking for feedback on my side project to collect data. [https://collect2.com](https://collect2.com) I've created a site where you have a simple API end point where you can send data. For now only a number and it then connects it to date/time. I already got some tips/feedback from some of my friends / colleagues, but now I'm looking for input of people who actually use and create datasets. &#x200B; My plan is to create a place where people can collect data from their application, computer or something like zapier. The data set can than be shared with the public or use privately. &#x200B; At [https://collect2.com/data-set/public/](https://collect2.com/data-set/public/) there are currently three public data sets listed. Also feel free to create an account and start sending data through the API.",not_spam "I'm working in quantifying the Kardashian phenomenon so am looking for datasets around the success of the various E! shows, appearance rate increases over the years, and any twitter/instagram info.",not_spam "Hello everyone. I'm looking for these datasets: * CASIA Face Anti-Spoofing Database * Replay-Attack dataset: * MSU Mobile Face Spoofing Database (MSU MFSD) Does anyone know where I can get these datasets? specially the Casia Face Anti-Spoofing Database? It seems the Casias link is dead and they do not respond to submission requests either. The Replay attack dataset wont accept students So I'd greatly appreciate it if anyone could kindly share any of these or guide me to where I can get them.",not_spam "http://www.dfas.mil/militarymembers/payentitlements/militarypaytables.html is a list of charts of soldier pay since 1949. I was hoping some excel ninja could compare this to inflation to easily show people. I'm a Major in the Army, and I'm in Afghanistan. I know my benefits are going to get cut. but i need to keep my guys to keep working and help us fully retrograde out of this place. Maybe some soldiers will see this and think, ""Well my dad did the same thing for less, I'll keep working."" Its hard to stay motivated out here. I need some help. ",not_spam "Hi folks, I'm trying to train my chatbot to answer some very specific questions for e-commerce, like 'what are your delivery options?' or 'what is your refund policy?' etc. I'm tired of imagining the ways customers ask such questions, so I decided to look for existing datasets, but without luck :( So I'm wondering if someone could share datasets like customer support logs in e-commerce or something like that? Many thanks!",not_spam "Hello everyone, As titles says Iโ€™m looking for datasets for companies bankruptcy. So far I have only found Polish company dataset ([here](https://archive.ics.uci.edu/ml/datasets/Polish+companies+bankruptcy+data)). If you have any suggestions where to look or possibly scrape the data I would be very glad; Iโ€™m not bound by geographic location. Thanks!",not_spam " Hello, I would like some assistance with regards to ordering data for orders. I have a screenshot of said data which I will try to upload in the comments section. The issue is: -orders are collected in column A using Product code numbers. -data in Column B and C correlate. Column B are the product codes and column C product description for all the products in the store. -evidently, not all products are ordered. - I need to link the product codes for the products ordered to the corresponding product description in column c Of note: - these are not the actual products ordered. Just an example - the data cleaning will be required for the past 5 years - some of the product descriptions and codes have been updated and are thus missing in the columns b and c. - this is only an example. The actual excel files contain over 4000 rows for orders placed and 6000 for the product code and description references. Is there a simple way to clean up this data rather than doing it manually? Iโ€™m quite new to this so I would be very grateful for some guidance.",not_spam "I'm trying to build something in Python to get good oportunities for flights from my city. I've been looking around for API's providing flight prices and it seems like currently there is no straightforward way to get this data - except doing scraping. The API from ITA Software (which was acquired by Google) would be exactly what I'm looking for, but it has been discontinued. There's also Skyscanner API, but it requires to ask for an API key, which is not certain I would be able to get. What's currently the best way to get this information for free?",not_spam "I am looking for a dataset of images with associated depth data, such as images taken with a Kinect sensor, a Tango phone, or the Structure Sensor.",not_spam I'm trying to find the relationship between a film's advertising budget and its critic rating.,not_spam "I'm looking for a practical dictionary dataset for English NLP, preferably something that is structured as a set of definitions associated with a word, rather than a complete sentence. So, for example, ""cat"" would be ideally defined as {pet, animal, feline}, or something like that, rather than, ""a cat is a type of household pet"". Any recommendations would be greatly appreciated.",not_spam "Hi all, my colleague is planning on sending a very large dataset of social media posts from a variety of sources (i.e. Twitter, Discord, online forms, etc.) in a few different formats but mostly csv files. I'd like to identify broad themes in the social media postings, but I'm admittedly new to qualitative analysis (my training has been traditional quant). Is there software that automatically analyzes posts for themes or do all software programs require some sort manual coding? Given the enormous quantity of data I'm admittedly daunted by having to manually code or identify nodes. Any leads or suggestions much appreciated!",not_spam "Hello! One of your new mods here - I also happen to moderate /r/BuyItForLife, and in that sub we used to have a 'Sidebar Series' that was pretty successful. Essentially, (if you guys are into it) every couple weeks I'll sticky a new post that says ""Post all your ______ datasets here!"" where _____ is some category of data (Financial, Health, Education, Computer Vision, etc.). The mods will then add a link to that thread on the sidebar (or compile the answers in the Wiki) and over time we'll be able to collect lists of datasets for dozens of commonly-requested categories. That blank is what I want you guys to fill in. What sorts of dataset categories do you guys want to see in the Sidebar Series? What are some of the most commonly requested datasets you've seen here?",not_spam "Hi guys, &#x200B; I'm doing research (master thesis) on real-time network traffic prediction (using machine learning). Therefore I need datasets of traffic from central routers/gateways from 2017 through now. &#x200B; requirements: \- at least 1K hosts routed through the host (backbones etc. preferred) \- frequency 1h our smaller \- machine-readable (no matter if it's plain text, CSV, MRTG, a database-dump or whatever) \- data can be completely anonymous (optional background information on the source would be nice) &#x200B; Thanks!",not_spam "Hello! Iโ€™m wanting to work with a friend on a program that could take in a rhythm and genre, then assign notes. It would analyze the dataset and *hopefully* find good notes to follow each other while not producing the exact same song every time. Any help is appreciated, thanks!",not_spam "Hi all, I have searched high and low for a 2016 presidential election results spreadsheet that shows the number of votes attained *by Trump and Clinton* individually, in each *county* of a given state, by *vote type* (i.e. vote by mail, early vote, election day). Some spreadsheets have 2/3 of those conditions but never all three of them. This is to help compare against this year's results, given the likely changes in vote type. I am specifically interested in Florida's results but would like those of other states if they exist. I have searched every official source I can think of and many unofficial ones, but haven't been able to hit the jackpot. You can get the data from each individual county (e.g. here: https://enr.electionsfl.org/ALA/1654/Summary/), but not all in one place. If anyone knows of a dataset that collates all of this into one spreadsheet, I would be hugely thankful!",not_spam "Any ideas? Copernicus is 10m, looking for something around 1m if possible of mid-northern Norway (66N, 14W)",not_spam "looking for data sets on Missouri genealogical data birth, marriage, death, burial, etc. Any time period.",not_spam Any help is much appreciated! I have zip codes for campaign finance donors and would like to match them to their congressional district,not_spam "Every week or so for about the last two months I keep seeing requests about how to get median income for zip codes in the U.S. Below is a quick and dirty guide, followed by links to official training webinars on [census.gov](https://census.gov) and then a website on why you shouldn't use zip codes as a geography. How to get the data: 1. Go to [data.census.gov](https://data.census.gov). 2. In the ""I'm looking for..."" search bar, type in ""median income"" 3. A quick answer in a box pops up. Underneath that, it says ""tables"". Click on the text that says ""Income in the Past 12 Months (in 2018 inflation-adjusted dollars)"". This takes you to a table with an income distribution and mean and median income. 4. On the upper rightish corner there will be the year. It will say something like ""2018: ACS 1-year estimates"". Click on this and select the 5-year estimates. You can select years for past data as well. Zip codes aren't available for 1-year data, though. 2018 is the most current year available as the time that I am writing this. As a side note, you can find the release dates here: [https://www.census.gov/programs-surveys/acs/news/data-releases.html](https://www.census.gov/programs-surveys/acs/news/data-releases.html) 5. To the right of that click on ""Customize Data"". This pops up a ribbon. Click on ""Geographies"". 6. Click on the toggle thingy at the top of the menu under ""Geography"" to show summary levels. After it shows a 3-digit number before each geography (e.g. 010-nation), scroll a ways down to where it says ""860 - 5-digit ZCTA"". Click on this. A side bar opens up. You can select all Zip Codes in the US or specific ones. At the top, if you click on the title by the magnifying glass, you can search for a zip code. Just be sure to start it the same was as they are listed. It looks like you have to type ""ZCTA5"" and then a space and then the zip code. As a note, ZCTA is Census-speak for ""Zip Code Tabulation Area"". 7. Once you chosen a few, hit close, and BOOM! you're data shows up. If you choose all Zip Codes, it won't display as there are too many. But you can download them. Now, there are a bunch of training videos to help you out. One link is the Census Academy: [https://www.census.gov/data/academy/topics/data-tools.html](https://www.census.gov/data/academy/topics/data-tools.html). There are also webinars: [https://www.census.gov/data/academy/webinars.html](https://www.census.gov/data/academy/webinars.html) Instead of using [data.census.gov](https://data.census.gov), the Census also has an API. The landing page is here: [https://www.census.gov/data/developers.html](https://www.census.gov/data/developers.html). There is also a webinar on how to use the API: [https://www.census.gov/data/academy/webinars/2019/api-acs.html](https://www.census.gov/data/academy/webinars/2019/api-acs.html). You might want to find something besides median income. There are a lot of different tables and data products. Here is one way to find tables: [https://www.census.gov/acs/www/data/data-tables-and-tools/](https://www.census.gov/acs/www/data/data-tables-and-tools/) Finally, as a caveat, here is a website about why Zip Codes may not be the best geography to use for analyzing data: [https://carto.com/blog/zip-codes-spatial-analysis/](https://carto.com/blog/zip-codes-spatial-analysis/)",not_spam "I'm working on a project on regional languages in India that needs sentences in the [Chattisgarhi](https://en.wikipedia.org/wiki/Chhattisgarhi_language) language, specifically in the domain of Finance and Agriculture. I searched the internet and the only good website I was able to find in this language was [http://hanka.gurturgoth.com/](http://hanka.gurturgoth.com/), which isn't much. Is there some place where I can find more texts for scraping? Like some dataset or a digital library of this language? &#x200B; Thanks a lot!",not_spam "I wanted to know if there is an actual database of the MSDS or SDS chemical hazard sheets. It seems weird that they only exist in html or pdf format. Even if it were in a spreadsheet, it would be awesome. Thanks! https://www.osha.gov/chemicaldata/ https://www.atsdr.cdc.gov/toxfaqs/index.asp ",not_spam "I am looking for a dataset that has mapping from job titles to skill keywords required for the job. I have already explored ONET so, looking for something else.",not_spam "I was trying to download urban dataset from : [https://old.datahub.io/dataset/urban-atlas](https://old.datahub.io/dataset/urban-atlas). But when I'm trying to download, it gives me : <Error> <Code>UserProjectAccountProblem</Code> <Message>User project billing account not in good standing.</Message> <Details>The billing account for the owning project is disabled in state absent</Details> </Error> Can anyone provide me with some valid link of these dataset ? Cause the paper I'm comparing with my result, needs this. So I need exactly this dataset.",not_spam "I'm looking for a database of gun owners as a percentage of population per country. The only data I'm able to find is for the number of civilian guns per capita, but this doesnt make a distinction between one collector owning 12 guns and 11 people not being gun owners, or each of the dozen having their own gun. Even if its household data, that is fine.",not_spam preferably in the DMV area?,not_spam Does anyone have any idea about where will I get a dataset about different products with its life cycle assessment like the amount of water used to produce the product and the amount of CO2 released during the manufacturing or transportation of the product. Any data that can help me find the climate impact of the product will do. Thank you!,not_spam Any links on getting dataset on bills/receipts or any printed invoice images for OCR ,not_spam Does anyone know where I can download the median income by zip code for every zip code data set? Thanks,not_spam Is there any way for me to get a dataset of the diff promoted ads/posts within a region from IG?,not_spam "My current project requires large pools of psychological questionnaire items including responses from participants in such questionnaires. Basically, similar stuff as found on: [https://openpsychometrics.org/\_rawdata/](https://openpsychometrics.org/_rawdata/) Any ideas? Thanks",not_spam "Following an external report citing manipulation and unethical behavior at the highest levels of the organization, the World Bank just announced that they will be canceling the ""Doing Business"" dataset which informed almost all country-level global ""business climate"" indicators. I would be curious if anyone knows a good replacement? P.S. Read the report, it is SCATHING: ([https://thedocs.worldbank.org/en/doc/84a922cc9273b7b120d49ad3b9e9d3f9-0090012021/original/DB-Investigation-Findings-and-Report-to-the-Board-of-Executive-Directors-September-15-2021.pdf](https://thedocs.worldbank.org/en/doc/84a922cc9273b7b120d49ad3b9e9d3f9-0090012021/original/DB-Investigation-Findings-and-Report-to-the-Board-of-Executive-Directors-September-15-2021.pdf))",not_spam "Does anyone know any good data visualisation websites for modern day themes; economics, politics, healthcare etc. Currently use Visual Capitalist, but on the hunt for more sites.",not_spam "Hi everyone, I am looking for a dataset of the English football league going from 1888 up to 2019 if anyone can help me? Thank You",not_spam "I'm conducting a literature review for a paper I'm collaborating on, and I'm supposed to be gathering any available sources of data/research that has been done on the availability of open police/arrests data around the world, but I'm struggling to find any. If anyone knows of any specific organizations who are collecting such data, or any existing datasets, I'd appreciate any tips. Thanks in advance.",not_spam Where can I download full Titanic dataset (without train/test split)?,not_spam "Would like to investigate how different circumstances affect employees on their voluntary retirement. Thanks",not_spam "**Documentation:** https://github.com/pushshift/api There has been a lot of requests for documentation for the Pushshift.io API. I've spent some time on this and have created a living document that is under active development. I am also open-sourcing the entire API and putting the code up on Github. Please feel free to make suggestions for the documentation or to create pull requests to help make the API better. If you have any questions about the API, please post them in here. Thanks!",not_spam "Can anyone please provide me handwritten alphabets dataset. Note: I need dataset of lowercase letters only.",not_spam "I'm looking for a dataset of weld defect images to train a model on. Unfortunately, every dataset I've seen it for radiographic (x-ray) or some other non-standard image. Thank you!",not_spam "Hello, I am just playing around with the [secom](https://archive.ics.uci.edu/ml/datasets/SECOM) dataset and am looking to use some of the data to test out my data visualization skills with Python (just for me, not to be pushed live or anything). I was trying to find a set of data relating to semiconductors and I found the secom data. There are 591 features (ie. numbers) per row of data, but they are just labeled as ""features"". Does anyone know what each value actually means? Or alternatively, would anyone know which features would be best to plot?",not_spam "... and probably fast food locations throughout my town. I'm sure this data is out there, I just don't know enough about sources to know which one. It'd be super helpful to get your assistance. ",not_spam "I have written a small paper on classification in genomics this semester and now I want to put everything I have learned to practice. I am not a biologist and have no clue about genomics besides the basics. Therefore I struggle using sites like [https://www.ensembl.org/index.html](https://www.ensembl.org/index.html) and sadly the datasets used in the papers I studied are not available (anymore). I am looking for a DNA dataset which has labeled data in order to train a classification model. Thanks in advance.",not_spam "Hi, I'm new here. I have been trying to find some study that gives a comprehensive list of infections that make you more susceptible to other infections due to weakened immune response, for example bacterial pneumonia after a viral upper respiratory infection. I know this may be a very specialized thing and maybe there is some other subreddit that I could ask this on, so please guide me to that. Thanks!",not_spam "Does anyone know where I can find a dataset with marketing surveys with free responses? (Any industry /topic). Thanks",not_spam "I am trying to improve my knowledge with in text mining and NLP. Therefore I am looking for a dataset with, for example, text input from patient on their symptoms (or similar). My goal is to find key words, i.e. the symptoms and cluster patients based on their symtoms. Edit: I am extending the question as I am more interested in the process than the results. Is there any dataset that has the same characteristics?",not_spam I'm looking for detailed datasets for football/soccer injuries reports during season 2019/2020. Greatly appreciate if you can help me!,not_spam "I have a project where I need to convert city and location data to metropolitan areas. So far I have found http://www.census.gov/population/metro/files/lists/historical/cencty.txt and http://www.census.gov/population/metro/files/lists/historical/99mfips.txt which are old and hard to work with. Newer versions seem more concerned with the areas than its component cities. Does anybody know of a data source for finding metropolitan areas by cities ideally with csv or similar data? Edit: I was able to find this which i can work with. http://www.census.gov/population/metro/data/def.html",not_spam "I'm searching for an image dataset (similar to streetview), specifically of fronts of single family homes in neighborhoods. TIA!",not_spam "Anyone know how to generate a dataset like [https://data.world/aurielle/inc-5000-2018](https://data.world/aurielle/inc-5000-2018) But for the new 2019 list? [https://www.inc.com/inc5000/2019/top-private-companies-2019-inc5000.html](https://www.inc.com/inc5000/2019/top-private-companies-2019-inc5000.html) Looking to have the year of founding, website, instagram if available. How are these datasets like this usually generated?",not_spam "Does anyone know how I can pull the location information from the map on this website? [https://www.odmp.org/agency/3101-philadelphia-police-department-pennsylvania](https://www.odmp.org/agency/3101-philadelphia-police-department-pennsylvania)",not_spam My google-fu fails me.,not_spam Im doing my Final Year Project right now on how credit rating affects stock prices but my uni shud down the labs for obtaining data from bloomberg terminal. Does anyone know a way I can find data for credit ratings?,not_spam "i would like to know how many companies use AI in their processes, but not as a secondary tool: as a main resource to the conduction of the company's main activity (for example: DeepMind).",not_spam "Hi All, I'm looking for some data sources that would support the decriminalization of drugs. Any tips? Thanks.",not_spam "hi all any links where we can get datasets for food giants like burger king mc donalds ,subways etc especially to analyze sales and performance",not_spam "I have been checking financial datasets but it is mostly a random walk. And most of other I have checked have a strong seasonal effect. Where should I look, maybe specific industry?, for non seasonal short-term correlated datasets? ",not_spam I am looking for data sources detailing the historical locations of dollar stores. I have this data going back to 2008 but ideally want data going back to 2000. Will happily share this data once I've collated it all.,not_spam "Hi all, I've been doing a lot of survey analysis lately, both from Coursera MOOCs, and from in-class paper-based surveys. I'm very interested in using open workflows, and although we often are not able to publish the data widely because of institutional policy and ethics agreements, we are a number of different research groups internally using the data, and I try to practice good scientific practice. I spend a surprising amount of time cleaning up the data - checking for accuracy of data entry, converting NAs, renaming and ordering categorical variables etc, and I try to do all of this in an R+Knitr document, which I can re-run at any point if I get new data, and also just to document explicitly what I've been doing. However, I've been thinking about data formats to store/share this data. CSV seems to be the standard format of the open data movement, and it's very interoperable, however you loose a lot of metadata. For example the ordering of categorical variables (Levels: Strongly Disagree < Disagree < Neutral < Agree < Strongly Agree), whether a variable is categorical or numerical, the full question names (ie. db$course.fun.Why.enroll - the full question name ""I enrolled in this course because I thought it would be fun""), etc. I've thought about this in two ways. First is internal to my R workflow - I like to separate between data cleanup and organization, and the actual report writing (in R+Markdown). I recently submitted a pull request to a likert package that would let me store some of this metadata (specifically groups of questions, and full question names) as metadata, so that I would be able to render a likert-graph over a certain number of questions without having to always rename the variables (https://github.com/jbryer/likert/pull/7)... This would store the metadata as attributes to the data.frame, which would be saved as an Rdata object etc... However, this is a bit of a kludge, and it certainly doesn't answer the question of how to store the data and share it with people who don't use R... Ideally we'd have a universal file format where we were able to include the whole ""code book"" - metadata about what kinds of columns, groupings, full question names, maybe even details about how a certain data field was calculated, the meaning of various codes etc... I realize this might be very obscure to people not interested in open data, R, etc, but there might be other people on the list who find this interesting - and you might even know about efforts or people working in this direction? Thanks",not_spam "This is to inform software being written for open-source machines with linear motion functionality. The machines are novel in that they allow for arbitrary displacement over time, and are not locked into a specific stroke length. (Ie, both displacement and speed are variable during use.) One company has analyzed NSFW videos to [determine motions seen during oral sex.](https://autoblow.com/bjpaper/) While this may be a promising approach to get some data, it's not ideal, both for the amount of labor involved and the accuracy of the data being collected. This data may not exist anywhere, but figured I'd go fishing and see what might be out there.",not_spam "so Im looking for a dataset with data from **Primary , Secondary & Tertiary Sales , and Marketing Data (ATL, BTL & TTL)** for a company along with its competitor data (for relative measures). Something like from Canadean for primary, Dist to store level from the CRM and Nielsen (pos) for tertiary. Its almost impossible that I'll find an open dataset with all that info, but, just testing my luck. would be great if someone could point me in the right direction. &#x200B; edit: so the closest thing I found is the [AdventureWorks](https://github.com/Microsoft/sql-server-samples/releases/tag/adventureworks) dataset from Microsoft. here are the [Description document](https://www.devart.com/samples/documenter-for-sql-server/AdventureWorks2016-doc.pdf) and [schema](https://blog.sqlauthority.com/wp-content/uploads/2010/01/Adventureworks-800x496.jpg)",not_spam "I want to see the companies revenue, where it comes from etc. I have checked there website and Time warners website but no luck. Is there somewhere else i should be looking? ",not_spam "Hi, I have recently developed an interest in data visualisation and EDA. I am currently trying to figure out what are some great datasets that I can put on my portfolio.",not_spam "Hey Guys, I am looking for someone who will help us scrape Crunchbase, we would need VC info together with all their portfolio companies. There is more than 40k VCs with average of 5-10 Startups funded. So the data set will be quite complex. Are you interested in earning money fro CB Scrape? Hit me up: jkucera00@gmail.com",not_spam "Websites such as Zillow and Redfin display this information, but I'm wondering if someone has compiled a dataset containing this information. I recall years ago that a classmate did a project using this data, being able to include a GIS map. Example of the information: #### Price and tax history ##### Price history **Date** **Event** **Price** 10/25/2007 Sold $459,000 (+35%)$252/sqftSource: Public Record 5/6/2005 Sold $340,000 (+30.8%)$186/sqftSource: Public Record 9/28/2001 Sold $260,000 (+3614.3%)$142/sqftSource: Public Record 12/7/1998 Sold $7,000 (-96%)$4/sqftSource: Public Record 8/2/1996 Sold $175,000$96/sqftSource: Public Record",not_spam "Hello everyone, Iยดm writing my diploma thesis on the topic of Big Data. As a part of this thesis, I have to analyze a data set. I need to pick a variable that Iยดm going to try to predict with this analysis. I was wondering if anyone could suggest a good data set to do this with. Thanks!",not_spam "Context: Research into Community and Role Detection. As we all know, harvesting data from Twitter is easy with APIs. But if we want a labeled benchmark dataset for what ""community"" they belong to (e.g. K-pop vs Anime vs DC/Marvel), how should one go about it? Google Surveys?",not_spam "Not sure where else to ask but maybe my fellow data fans work with similar data: I am currently working with data out of the US Census surrounding various industries, primarily out of [Census Fact Finder](https://factfinder.census.gov/faces/nav/jsf/pages/searchresults.xhtml?refresh=t). I am mostly looking at business statistics by county to do some market sizing exercises using targeted industries NAICS codes. My question is coming up on how businesses might be classified. For example, if I am looking at an area that contains a Amazon shipping/Fulfillment center, would that individual facility be classified as a Warehouse (NAICS Code 4931: Warehousing) or would it maintain Amazon's overall NAICS code since they are the parent company (NAICS Code 4541 Electronic Shopping and Mail-Order Houses)? Another example, Would a WalMart Distribution Center be appropriately coded as a Warehouse or would that maintain Walmart's overall General Retail classification?",not_spam "I want to take the database of Jeopardy! answers and responses at j-archive.com and put them in a sortable database that I can use to study to try to become a contestant on the show (in jepardy, the answers are given and contestants must respond in the form of a question). I am not a web developer. I know it's possible b/c Roger Craig, who holds the record for most money won in a game and made a lot of money at it and did well in the tournament of champions made one. He also gave a ted talk about it. At first I tried using Excel to extract from the page, but that scraped a lot of stuff that I did not need such as contestant names. And it didn't capture the correct responses. I have been able to extract using the Chrome extension posted in this thread: http://www.reddit.com/r/datasets/comments/1reixf/web_scraper_chrome_extension/ I was able to narrow it down to just giving me the categories, dollar values, and answers, but I again did not end up with the correct responses. Ideally, my end result would have a database with the answer and correct response and dollar value all associated. so imagine a row with: **Category Value Answer Response** States $200 Lake Mile Lacs in this state means 1,000 lakes, probably an understatement. Minnesota Potent potables $200 Vodka and orange juice. Screw driver MMA $400 President of the Ultimate Fighting Club Dana White Is there a way for an amateur to do this?",not_spam "can be general insults you have heard or used can be aimed at someone/something [https://forms.gle/TGNakvzrTPi77utf8](https://forms.gle/TGNakvzrTPi77utf8)",not_spam "Iโ€™m on the hunt for a dataset which shows the number of males and females that are confirmed to have died due to COVID19. At this stage Iโ€™m not overly concerned which population based on geography. So if itโ€™s Australua or Zimbabwe - Im down with it. As long as i can see on X date Y men died and Z women died...itโ€™s Ok. Thanks.",not_spam "Is there a data set or data base out there that contains comments from social media such as tiktok or Instagram? &#x200B; Ive just browsed google about it but I haven't found anything",not_spam "Hi there, I am trying to find a dataset of resume and job post to implement my thesis. Could anyone show or direct me to a good source? Great thanks",not_spam "Not just metro areas or large cities, but datasets of revenue for all businesses located in a particular town/city. My guess is only this information on public companies is available, and would exclude small businesses though, correct? Thanks in advance!",not_spam "With the impending shutdown of Yahoo Answers, I was wondering if anyone on here has tried pulling down as complete a dataset of Yahoo Answers as possible? I don't just mean the best questions answers, I mean all the answers, including the most insane awful answers and the worst questions people put together. I found a 300MB gzip that was fairly extensive from 2015 with about 1.4m rows, but I'm wondering if anyone has put together an even more extensive dataset. Here's the 300MB one. It has info on the people who initially put it together as well: [https://drive.google.com/uc?export=download&id=0Bz8a\_Dbh9Qhbd2JNdDBsQUdocVU](https://drive.google.com/uc?export=download&id=0Bz8a_Dbh9Qhbd2JNdDBsQUdocVU)",not_spam "I've been searching for a way to get a list of flights for specific airplanes (date/time, origin and destination airports). If I want to see all the flights a plane has taken, going back into the 90's, where would I go for that? I've only found one website that does this, but they would charge over $1000 to give me the info on one aircraft, which I'm not willing to spend.",not_spam "I am attempting to train a text complexity classifier, does anyone know where I could obtain a proper (open source) dataset for this? I've checked out the NEWSELA and WeeBit corpora, but they do not seem to be available to the general public.",not_spam "Hey guys Do you know where i can find (in a format that could fit with r studio) a dataset of covid (new cases, deaths, ecc) on a daily basis and worldwide (not separated by country)? Thank you so much",not_spam https://twitter.com/justmarkham/status/1192794326763474944,not_spam "I'm looking for any good datasets on legal data with respect to Injury Law where the victim had to fight the case to get the compensation. Are there any good datasets for this out there? If not, can this be manually accessed on some portal?",not_spam "Hi, &#x200B; I've been working on a machine learning side project amidst the quarantine, and for that, I have scraped around the 1000 top posts from the top 50 most subscribed subreddits, and saved 100 comments of each into a data set. I ended up going with different data for my project, but decided that I might as well share it. [You can find the dataset here](https://github.com/CrakenHUN/RedditCommentsDataset) &#x200B; [And in case you want to toy around with the scraper scripts I used to gather the comments, here they are](https://github.com/CrakenHUN/RedditScraperScripts) (this includes two scripts, one optimized to save comments from one subreddit in a really user friendly way, and one of them to do so for a list of subreddits. All necessary data for setting them up is included in the repository)",not_spam "Complete information for U.S. 115th Congress including name, states, district, political affiliation, chamber, birth date, gender, time in office and social media accounts (Facebook, Twitter, Wikipedia, etc.) https://docs.google.com/spreadsheets/d/1rry1ZuiKU_BEVSWdCsYWNkwSJYruGau0geYzWqZuEHo/edit?usp=sharing",not_spam "feel free to use my weekly updated lotto draws. Includes Finland lotto, VikingLotto and Eurojackpot draws [https://github.com/DanShai/lotto-data-json](https://github.com/DanShai/lotto-data-json) cheers",not_spam Thanks in advance! ๐Ÿ™,not_spam "Hey guys, im looking to train a 3d cnn which uses frames in small videos of car collisions on cctv or static installed cameras. Is there anything i can find ready made? i am webscraping for this data as well, please suggest how to filter it out better. thanks!",not_spam "Hello, I'm interested in analyzing data that is at the individual/person level and is associated with demographic information (sex, race, geography), education and income or career. Thank you!",not_spam "Hello Everyone, How to get a dataset of keyword searches in google search engine or any other search engines for research purposes? I need to generate keyword distribution over some period of time to use it in my simulation.",not_spam "I thought it would be fairly simple, but I can't find one easily. Thought I'd try here.",not_spam Looking for a list of lakes in the US with lat/long coordinates,not_spam "I'd like to download (preferrably in excel file) statistics from **Austria for the whole last year** (if possible) for 3 sources: 1. Number of daily new cases 2. Number of daily tests 3. Number of daily new patients in intensive care Please help me, I am a total beginner when it comes to LOOKING for these types of data. I was able to find this link but I have no idea where and how to download Austria specific data: [https://github.com/CSSEGISandData/COVID-19](https://github.com/CSSEGISandData/COVID-19)",not_spam "The [ICDAR 2017 site](http://u-pat.org/ICDAR2017/program_competitions.php) redirects me [to this site](http://www.icst.pku.edu.cn/cpdp/ICDAR2017_PODCompetition/index.html), which has been offline for at least a month. In fact, Beijing University's Content Protection and Document Processing Lab, has also deleted (or possibly restricted its access to China) its other dataset for page object detection, [Marmot](http://www.icst.pku.edu.cn/cpdp/data/marmot_data.htm) (which would also be useful for me). Given that these two datasets are used in many document analysis papers, I hope for the off chance that someone here has a copy. Thanks in advance.",not_spam I am looking for a dataset of classified positive negative social media posts preferably in the 1000's or more and easy to parse into a python dataframe to perform sentiment analysis. I have already written the algorithms and used nltk datasets but would like something better for analyzing social media posts something specific to social media would be great thanks.,not_spam "Hi Everyone, I'm coming over from the Tableau Reddit forum, and need help with finding some data sets. Below is my original message. &#x200B; >Hi All, > >Iโ€™m new to Tableau and currently working on my first personal project. Iโ€™m compiling data on Covid-19 with respect to education level, income level, as well as ethnic group. What Iโ€™d like to do is show correlation of folks effected based on the three variables aforementioned. Where would be the best place to grab a good data set? I know Iโ€™ll need to do some physical relationship and logical joining of tables. > >Ohโ€ฆIโ€™d like the location Iโ€™m referring to be based off zip code, specifically the state of Virginia. > >Where should I start and does what I described even make sense? &#x200B; Any help would be greatly appreciated.",not_spam "Looking for a dataset of Bachelor/Bachelorette candidates, how far they got, etc. Thanks!",not_spam Is there is any rumors dataset that is used with multiple papers?,not_spam Oddly enough this data is not easily confused via noaa and google big query makes you input a credit card and all this bs. Anyone know a good free api for USA weather.,not_spam I am looking to see if the time points of ticket sales for a concert are available from one site and resale ticket time points on a separate site are available or have been recorded. For example ticketmaster and stubhub. I'm not sure if this data is available or anyone has looked into this data before. The motivation is bot ticket purchases and businesses who buy with the sole intention of resale.,not_spam I need student debt data for analyzing the trends changing over the period of time.,not_spam "Hey there, anyway had any success utiklising a programmatic solution to transcribe YT videos or to access transcriptions (though for the videos Im looking to transcribe they don't appear to be available) &#x200B; Cheers",not_spam "Does anyone know where it is possible to access data which can be used to calculate expected goals and expected goals against statistics for football (soccer) matches for free? This would include information like the type, position and angle of the shots, ideally going back over multiple seasons. I'm aware that Opta would be the best and most accurate source for this kind of data, however their prices prevent me from being able to access it. Bloody paywalls.",not_spam "I have been analysing the Australian Population stats from the Australian Bureau of statistics ([link](http://www.abs.gov.au/AUSSTATS/abs@.nsf/DetailsPage/3235.02014?OpenDocument) and one of the stats is % of each suburb that is between 0-14,15-64 and 64+. &nbsp; So I was trying to get a number of people in each bracket for each suburb. For some reason the sum of the people based on the percentage was not equal to the number of people given for each suburb &nbsp; &nbsp; the issue was that some of the suburbs added up to 100.1% which man not sound like much but was causing as much as 332 more people to ""exist"" &nbsp; **TLDR** Make sure your percentages add up to 100. ",not_spam I am looking for sea-level rise data sets and also temperature. If there are any specific to a single same location that would be great. If this data preferably spans over many years that would be very good. ,not_spam "March 2018 reddit comments are now available for download. There are 96,490,262 comments in this data set. The file size (compressed) is 9,594,069,532 bytes. Location: https://files.pushshift.io/reddit/comments/RC_2018-03.xz ",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome. ",not_spam "I'd like to perform a large state space search to find optimal traffic light patterns. Basically, I'd like to try to compute a scheduling for traffic lights that would optimize traffic flow, and I'd like to have a dataset to train on. ",not_spam Does anyone know of an open source dataset of university (preferably in the U.S.) academic calendars? TIA,not_spam " Hey there, I'm doing a data science project at UoT and I'm looking for a dataset, or datasets, that include: Date of Birth, Occupational Title, and Level of education, for Canada or elsewhere but I'm having a really hard time finding anything. I figured stats can but they only list age and not date of birth. Would anyone know where to look?",not_spam "Hi I am writing my thesis on mortality and temperature. I have divided Europe in to regions (NUTS1 level) and found weekly mortality numbers for every region for every week from 2021W8 to 2020W1. That's about 1130 weeks and 100 regions. &#x200B; All I need to know is what the temperature was in the specific region at the specific weeks. &#x200B; So far I have only found daily data from weather stations which is very overwhelming (there are more than 100.000 weather stations in Europe and daily data is a higher frequency than I need).",not_spam "Hello Could someone tell me where can I find historical (pre-1950) inflation-adjusted gold price on a daily on a monthly basis in excel/csv form AND NOT on a graph with data I cannot download? If possible, to be free?",not_spam "Hi Where can I find a **C++** code for emotion detection from facial expressions?",not_spam I'm currently trying to create a model that predicts drug trafficking routes based on previously apprehended smuggler's routes in Central America. Does anyone know where I would be able to find data to help with this?,not_spam "For example: Digital Equipment Corporation, Sun Microsystems, Thomas Cook, etc.",not_spam "Hi guys, I wanted to know as to what type of datasets do you all expect from different websites that sell datasets for various analytical purposes? Any answer is welcome.",not_spam "I'm having trouble finding a dataset of the birth and death dates of US citizens. Ideally it'd look like `anonymous id, birth date, death date (if applicable)` Any help would be appreciated",not_spam "Guys i need some serious help for this ! I need a dataset or more about trends that have been affected due to COVID19 like Travelling,Number of events etc.. Like a dataset on which i can do analytics and find how travelling has decreased etc. Please suggest soon.",not_spam "Location: http://files.pushshift.io/reddit/comments/monthly/RC_2015-07.bz2 Thanks!",not_spam "That data sets should contain the online image and video ads. I want to detect the ads on the browser using the chrome extension with the help of machine learning (especially CNN) to differentiate what's an ad and what's not an ad on a website. Then it will block the ads automatically, it will work differently from the current static data or filter list method of the adblocking.",not_spam "Hi all, I'm doing research on how March Madness affects the following years enrollment/# of applicants. I was able to find data for March Madness, but now I need the second half. Thanks ahead of time.",not_spam "I am trying to build a Programming language identifier from a small code snippet. The data is a hurdle. If you know a good data source as well as any prominent work in this topic do help me out reaching them. Thanks in advance.",not_spam "Hi! As a part of my Master's Thesis, I'm looking for prize money data for ATP tournaments (Tennis). Specifically, prize money breakdown for each stage in a given ATP tournament over the past 20 years. I can't get through my thesis without it and I'm stuck. Any idea will be fine. Thanks a lot!",not_spam "2.5 millon Tweets collected on Nov 26 and Nov 27 2020. * **full\_diego\_tw.csv** All the collected tweets, including RTs. If a tweet was retweeted N times, and captured by the script, it will appear N times in this file. Contains 2495305 rows. final\_tweet contains the original tweet in case of a non RT, or the body of the RTed tweet in case of a RT. * **unique\_diego\_tw.csv** Unique tweets; if a tweet is retweeted and captured by the script, in this file is only 1 time. The 1st instance of the multiple tweets was kept. 439189 rows. final\_tweet contains the original tweet in case of a non RT, or the body of the RTed tweet in case of a RT. * **maradonatw.txt** All unique tweets concatenated in a single TXT. ""RT"", ""\\n"", usernames and URLs removed. [https://www.kaggle.com/dasdasda/maradona-tweets-26-and-27-nov-2020](https://www.kaggle.com/dasdasda/maradona-tweets-26-and-27-nov-2020)",not_spam "Hi all, I'm looking for any datasets that detail the carbon footprint and the breakdown of emissions generating activities of various companies. Does anyone know of any datasets - open or commercial - that would cover this? Thanks!",not_spam "I m looking for sources of 2020 bankruptcies containing company name, domain, industry etc. Can anyone help?",not_spam "I've been looking all over for something like this [Watch Here](https://rapidapi.com/devroldy/api/watch-here)",not_spam "Hi: Could someone help providing information regarding where to obtain scripts of candidates' (Hillary Clinton's and D. Trump's) speeches during the 2016 presidential election? Preferably all of their speeches delivered in various states in the leading up to Nov 8th. Thank you!",not_spam "Hello everyone, Last year I crawled the Super Mario Maker Bookmark and produced a dataset, called SMMnet. Now it is publicity and available at [https://www.kaggle.com/leomauro/smmnet](https://www.kaggle.com/leomauro/smmnet). This dataset has temporal changes over 120k game maps, and actions of over 880k players over time; SMMnet serves as a good base for learning models, including, but not limited to, **Player Modeling** (e.g., player experience), **Data Mining** (e.g., prediction, and find patterns), and **Social Network Analysis**. &#x200B; Enjoy!",not_spam "Does anyone know of a dataaset that can be used to train a model to recognize handwritten characters that appear in the key board ? (Either an online or offline OCR dataset is fine) i.e the following characters Alphanumeric : 0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz Special characters : !""#$%&'()\*+,-./:;<=>?@\[\\\]\^\_\`{|}\~ I asked the same question in stackoverflow and Crossvalidated but my question got downvoted and removed. Hoping someone here could help me.",not_spam "I'm finishing a project for one of my undergrad econometrics classes and I was trying to think of a way to measure nationalism. I was thinking hate crimes but finding that data by country seems to be near impossible. I'm kind of new to this type of analysis so I was wondering if anyone had any ideas what I could use in this situation. &#x200B; Thanks so much in advance &#x200B; edit: for more context on what I'm trying to measure, just an overall sense of having duty to one's country or almost...protectionist type feelings I guess",not_spam I need a printed digits dataset similar to [this](https://www.kaggle.com/kshitijdhama/printed-digits-dataset). But there are only 350 images for each label and I think I need more than that for my model. I tried using MNIST data with this but that gave me poor performance on my test set which are digits extracted from sudoku.,not_spam "Hey all, Hoping this might be the right place to ask if anyone is familiar with any 3rd party data suppliers that offer a data point on how many emails a company sends annually to their consumers/customers through their Email Service Provider? Paid is completely fine, I've exhausted my googling abilities to find anybody that would track/offer this data for corporations. Anything similar to a D&B Hoovers that anyone has come across? Thanks!",not_spam "Hi, I want to visualize and research on the discussion about G20 on twitter and how the events were perceived by twitter users. If you have other data about G20 2017 let me know!",not_spam "Im looking for someone who can make a datavisualisation from a dataset with processing, further details in DM",not_spam TIA :),not_spam "Hi I am working on a side project to benchmark apps (Nike app vs Adidas app), website (nike.com vs adidas.com). Things I'm looking to compare - monthly average visitors, app ratings, monthly trends. Also would love to generate and compare app reviews of such apps. This is more in a qualitative capacity. Would love to know if there are any free online resources out there to do any of these exercise?",not_spam "Are there any really good datasets for law firms in America? I'd love it if there was a dataset out there that had firmographic data like amount of law firms, size of firms, and practice area. Does the American Bar Association or someone else have something like that? I've been looking but haven't found anything really good so far.",not_spam "Hi, Does anyone know a dataset for scam or fraud detection based on SMS message or text? If no, do you know any similar tasks?",not_spam "Hi everyone. Iโ€™m working on a project and Iโ€™m trying to find data on how virus outbreaks affect attendance of amusement parks. Iโ€™m trying to get an idea of how the Corona Virus might impact amusement park attendance. I thought the best way to do this would be to look at past data regarding other outbreaks and see how they affect amusement parks. Does any have any ideas on where to find this data? Any help is appreciated, thanks!",not_spam I am looking for an email dataset I can use to classify newsletters. Thanks in advance.,not_spam "Hi everyone, I am looking for a dataset that has the causes of death globally for 2020.",not_spam "I have the Wiktionary data dump as a start but looking to include slang words, does anyone know if a data dump for Urban Dictionary (or similar slang dictionary website) exists?",not_spam "Hello, After spending days searching for data sets or APIs that include fundamental data for publicly listed companies, I decided to create my own as they were either not available or quite expensive. https://keynes.ai/2018/05/02/sp500-company-financial-data-for-fundamental-analysis/ I hosted the data set on my personal website below feedback and questions are welcome",not_spam "I am looking for a data set that not only has true or false for admission data but also factors like gpa, where a student did their undergrad and other factors as such Thank you in advance",not_spam "[Follow up post here](http://www.reddit.com/r/datasets/comments/1mbsa2/155m_reddit_comments_over_15_days/) It's not really ""my"" data, nor particularly precious data, but nonetheless it was useful enough for me to actually go out and scrape it. Although I am still recording it, it will eventually be a complete copy of all Reddit comments made over the course of a week. I wanted it for researching database designs, but I bet it would be useful for other kinds of research too. Currently it is about 1.5 million comments, in the complete format returned by the Reddit API, so about 1GB of raw data. By the end of the week that will be closer to 10GB. I could host it myself, but inevitably the link will go stale and someone will find it via Google only to find they can't download it, or similar. Where can I post-and-forget?",not_spam "Hey everybody! I'm kinda new here, so if I'm breaking any etiquete by posting, apologies in advance. I'm currently looking for a live updating music dataset for a school project. Like what songs are being played in X, Y location, for instance; but anything that is live and it relates to music will suffice! Thanks! ",not_spam " Hello; This project aims to find a suitable country for anyone want to change their country for any reason, we need some data to start. Thanks for help [https://forms.gle/WPusJT13mLoAsRLQ6](https://forms.gle/WPusJT13mLoAsRLQ6)",not_spam "The main thing I'm looking for is the proportion of new grads in the US graduating with each major, over the past ~50 (ideally as many as possible) years. I realize this is not entirely well defined, as different universities have different programs. Other data on these students, split by major, would also be welcome.",not_spam I am working on a regression analysis project and am having trouble finding a good dataset that provides the average MPG for different vehicles for 2018 or later. I have tried a couple of different database websites but can not seem to find any recent datasets that I can use for this project. Does anyone know where I might find a dataset comparing the MPG of different vehicles?,not_spam "I am a data scientist working for a startup. I have been tasked to prepare a dataset for a keyboard typing sound. The objective is to recognize keyboard typing sound and ignore every other sound while the input being a microphone. I have generated a dataset with different sounds that are found in the office and then I have created a small custom dataset. But how would you guys approach this problem? Is there an easy way to do this without sacrificing the accuracy score?",not_spam "Looking for an interesting machine learning / AI project, and need some kind of meaningful dataset. Pretty openminded on this, but my initial searches are finding datasets that are way too restrictive for my non-medical background. Really hoping for ""here's 20,000 strains of DNA, and a set of attributes measure over their lifespan"". Since I believe most of our DNA is identical (just blueprints for proteins and organs and whatnot), the critical sections would be the most interesting. Also interested in looking beyond DNA to the various gut bacteria, what they feed on, and what they feed back to host. Interesting datasets could be low level (DNA, inputs, outputs) or more high level (Host DNA, gut bacteria DNA, quantity present, effect observed). Probably the most interesting datasets would concern embryo development, as the necessary memory array to simulate a fully grown human at the molecular level is roughly the size of the moon. Anything short of that is still outstanding, even if it's only a few weeks of gestation after conception, and whatever traits are observable from there. Anyway, shooting for the moon here, hoping someone's interests are similarly aligned.",not_spam "Hello reddit! I am trying to find data on two things. I haven't been able to find data on poverty rates in Brazil on a state-by-state basis. Does anyone know where I can find this data? Second, I am looking for data on soccer academy enrollment in Brazil. This can be of any level. I know there are several tiers of soccer leagues in Brazil. Enrollment data on any of them or even just a specific team's academy would be awesome. Does anyone know where I should go looking for this? Thank you in advance! ",not_spam "Hi! I work for a company that exports goods to various countries and it is about to get into the United States. In order to set the price of the goods we need to know the average prices of different types of food in different cities/states. Is there some kind of Statistical Association which published this data in the US? Of course I don't mind if the data is not free. Thank you!",not_spam I want to start getting practice working with claims data.,not_spam I have a dataset with Images in it. How do I randomize it? Can it be done using a script with Python by renaming files in a random order? Help would be appreciated.,not_spam "Register here: [http://www2.omnisci.com/l/298412/2020-05-06/8rh7d](http://www2.omnisci.com/l/298412/2020-05-06/8rh7d) **Join OmniSci May 19 - 20 for our final FREE Virtual Summit** of our three-part summit series. During this summit you will hear from **Harvard Center for Geographic Analysis, Charter Communications, Quansight, Epigen Technologies, and OmniSci experts**. Sign up today and you will receive an **OmniSci branded Star Wars T-Shirt (see below)** and you'll be entered to win an **Apple HomePod.** Here are some sessions that you won't want to miss: **How to do Large Scale Data Research on a Slurm HPC Cluster with OmniSci** with Devika Kakkar, Geospatrial Data Scientist and Ben Lewis, Geospatial Technology Manager, , Harvard Center for Geographic Analysis **Aligning OmniSci with Open Interactive Computing Standards and Open Source Communities** with Tony Fast, Data Scientist, Quansight **OmniSci in Action: Learn from a Telecom Leader** with Jared Ritter, Senior Director Analytics & Automation, Charter Communications **Exploring without moving: Further adventures with Ibis, Altair and OmniSci, part 2** with Venkat Krishnamurthy, VP Product, OmniSci",not_spam "Hey, I 3rd year student and now Iโ€™m doing my business intelligence project. I am interested in METAVERSE tokens but I found only a few datasets. If you have some datasets recommendations, pls recommend me. THANKS!!",not_spam "I want to train models to detect facial landmarks, so where can I get those data sets ?",not_spam "I'm searching for dataset of IBM stock history data, as same as the case in this thesis: http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0103656&type=printable However, I've found the data of IBM history stock price from 17/05/1961 to 2/11/1962 on this website: https://datamarket.com/data/set/2322/ibm-common-stock-closing-prices-daily-17th-may-1961-2nd-november-1962%23!ds%3D2322%26display%3Dline#!ds=2322&display=line As you can see, it is obvious that the two curve is different in shape. Though the scaling of IBM price in y-axis in the thesis is different, but in my experience, scaling won't change the shape of the curve. What's the problem of this data set? Does anyone have use this data before? Many thanks. ",not_spam "Does anyone know of an English language dictionary dataset where words are assigned category labels? Specifically, e.g., it would be great if ""running"" and ""walking"" were labelled as ""action"" or ""action verb"", whereas, ""talking"" and ""shouting"" were labelled as ""communication"" or ""communication verb"". Thanks! Charles",not_spam "Hey guys, &#x200B; I was wondering if anyone knows where I can find a list of every bank in a given county in the US or even per city. If anyone can help me get on the right path that would be very appreciated. &#x200B; thanks so much",not_spam Hi ! I'm working on Machine Learning project to improve/automate hydroponics systems. Is there any datasets containing Hydroponic/Vertical farming systems historical sensor data ? Any hints or tips on how find such data will be highly appreciated.,not_spam "I tend to not trust Wikipedia on these things, and even the CIA website has out of date information for Venezuela which changed currency last year. Is there a good source out there?",not_spam "Here's an example: a company comes to my service with pdfs and word docs of data and needs a csv built using the pdf/doc data sources. The company will reward the first person to fulfill this request with $300. I am wondering if this is a worthwhile endeavor. Is there a demand? Stay updated on the latest: Site: http://datafix.io Facebook: https://facebook.com/datafix.io",not_spam "Hi everyone! Can you please tell me the way i can extract in the CSV format the data from this chart? in the format of the (""date"", ""tweets per day"") [https://bitinfocharts.com/comparison/tweets-btc.html](https://bitinfocharts.com/comparison/tweets-btc.html) When i โ€œInspectโ€ the page, the data seem to be right there, but i have no idea how to extract it. (i dont know how to code :/ )",not_spam I'm looking for some high freq (possibly daily) data about USA (and Europe) interest rate. Do you have any good link? Thank you!,not_spam "Hello everybody, once again I neeed to seek help from my beloved community. I am writing my master thesis and I cannot advance further. I have a problem with the dataset I download using the Refinitiv Eikon Datastream add-on for Excel. Mainly the prices from the dataset are wrong. I don't know why. &#x200B; I am using 2 datasets, which I merge. One dataset including stock prices, market value and ESG ratings. The other i downloaded from Kenneth French website and includes the Fama-French factors and the riskfree rate. I run the CAPM regression to start with. I regress the excess returns, calculated from prices, on the market return, given by fama and french. Firstly, I used daily data. With daily data I obtained good results. However, I want to change to monthly data for a couple of reasons. Using monthly data I obtain no significance. Therefore, I downloaded the monthly stock prices for a couple of firms from yahoo finance. Using those I obtain significant results again. The monthly prices differ slightly, but sometimes result in very varying returns. How can that be? Has someone an idea why the prices are different? &#x200B; Thank you for reading! Best greetings!",not_spam Does anyone have access to or know where I might be able to find a data set consisting of pizza orders? I'm interested in data-mining correlations between different pizza toppings.,not_spam "Hello, I find myself in need of an open dataset containing a lot of universities and research institutions, more info is a plus but not a necessity, where can I find something like this, does it even exist(I would be surprised if it didn't)?I have found a couple, mainly the World Higher Education Database, but its proprietary(only free basic searching).I was thinking of maybe scraping LinkedIn or WHED but I think they wouldn't like that.Any help would be greatly appreciated, thanks in advance!",not_spam Is there a dataset with a bunch of features for the forbes500 or just successful people overall? I can't find anything that is remotely well organised.,not_spam I've looked for anime Metadata but I am having a hard time locating any. Does anyone know of a place that has a dump?,not_spam "Hello, For a project I am working on I am curious if there happens to be any datasets for products specifically more geared towards like gaming-related things that had tags. The main idea I have is being able to like link up searches for like gaming headsets or gaming monitors etc. Would appreciate anything you guys might know about. Thanks!",not_spam "Hi, I'm aware that this dataset showing trending youtube videos from November 2017 to June 2018 exists: [https://www.kaggle.com/datasnaek/youtube-new](https://www.kaggle.com/datasnaek/youtube-new) I'm just wondering if anyone knows where I can find a more updated trending dataset with 2018-2019 trending videos?",not_spam "I want to make a dashboard to visualize the most popular flavor of sterri. Where they're popular etc. Does the dataset exist at all? Or any brand of flavored milk that has a dataset of most popular flavors.",not_spam I've found some sets with sales volumes but i'd like to find average price paid per car as well. Any Suggestions?,not_spam Anybody know where I can find time series data on cigarette consumption by state (US)?,not_spam "I'm looking for any data about music, movie and software piracy. I know there exists datasets about pirated Oscar movies (http://waxy.org/2010/02/pirating_the_2010_oscars/) but I need more information (not only dates). Basicly I am going to analyze the impact of piracy on the markets. I don't know yet how to estimate number of people downloading illegal stuff, but for a start any data would be useful.",not_spam Seems like this should be easy to find but I'm striking out. Anybody?,not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome. ",not_spam "Hey All, I am looking for a data set which lists diseases in the United States by location and am having no luck. Any one know of a good dataset for this?",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. Here you can rant, go off-topic, or self promote even but please be civil. P.S: Suggestions for this subreddit are always welcome.",not_spam "https://files.pushshift.io/reddit/comments/RC_2017-02.bz2 I will provide a torrent link in the next day or so. Feb 2017 (RC_2017-02.bz2): 70,609,487 comments (up from 59,189,875 comments in Feb 2016) -- The file is 7,032,957,578 bytes compressed. ",not_spam "Is there any public labeled image dataset of traffic camera feeds. I am looking to analyze traffic camera data to infer road conditions (flooded/snow/accident)? Many public datasets are available for detecting objects such as cars, but I'm yet to come across anything related to road conditions. Thanks. PP",not_spam "I initially wanted to create a map that shows all of the metro/micro areas served non-stop from Charlotte Douglas. Then I realized some airports may fly directly to Charlotte Douglas but CLT does not fly there non-stop in return. It may only be a handful but I'd like to show those as well. Ideally I need is a spreadsheet with every airport code showing the airport code of every airport it flies to. If that exists.",not_spam "I have some small datasets (<10 GB each) that I want to make available for public use. I also want to release sample Python code to access and perform basic operations on the data. I was thinking of creating an organization under GCP or AWS and loading the data to BigQuery or Athena. I'm not sure if that's a good plan or how the costs could run up if people widely use the data. I'd love some suggestions for hosting data for public use! Thanks!",not_spam "There are a few of these i've found but they are combined like Robert, William -> Bill, Bob. I need Robert -> Bill Robert -> Bob William -> Bill William -> Bob Know of something like that? Thanks!",not_spam "ok, i know my title is vague, but for the past few years, ive been trying to properly get image files, audio files, and etc like map data and 3d models from games. however, most of the games im interested in gathering data from have their assets packed into .dat files. i've been trying for literal *years.* i've tried pretty much every type of extractor, online, offline, cmd plugins, etc, and whenever i do get files, they're always broken. could someone please, please help me. i either need some sort of reliable .dat extractor, or if someone can do it manually, i don't mind uploading a google drive file full of the .dat files.. i just stumbled on this subreddit today, right when i was about to throw in the towel, so this is basically my last attempt. any and all help is appreciated, thank you. i appreciate your time, and hope you have a nice day!",not_spam "Looking for a dataset with the latest Omicron covid variant data and confirmed locations. Any links would be appreciated, thanks!",not_spam "Hi, I'm looking for cell phone model dataset with latest update. Mostly just need to know RAM and CPU of each model. Do you know where I can find it?",not_spam I was planning to create something like John Hopkins dashboard and wanted to know if I could get live data from some place,not_spam "How would you go about finding data on types of games that are bought the most, types of games that consumers want, sales figures, etc. for board games, card games, or indie games (even small indie videogame stats could be interesting)? I enjoy crunching data/numbers and wanted to dive into the world of hobbyist gaming.",not_spam "Curious if anyone knows where I can find a data set for allergies, preferable world wide broken down by country or region. Even better if it's broken down by specific allergies such as pollens, animals, mold, etc. ",not_spam "I'm looking for the array of every response time for commenting a poem by /u/Poem_for_your_sprog. How long, in minutes, did it take him/her to write and post his/her poem response comment? And... How many poems has s/he commented so far? What's the fastest poem posting? What's the longest idle time before the poem comment? What's the average? How many of each time marks are there (e.g.: 28 3-minute response times, 42 4-minute response times, etc.) How many posts have more than one poetic response comment from sprog? What's the most number of times s/he has commented a poem in response within a single post's comments? Any other entertaining, related stats.",not_spam "Scrubbed and cleaned up by /u/lawdog and original post here: https://www.reddit.com/r/healthIT/comments/3avewl/i_went_through_the_ocr_hipaa_breach_reporting/ http://pastebin.com/fz6W0Xti",not_spam I am looking for a dataset to develop consumer credit scorecard. Is there any publicly available dataset I can use to develop credit scorecard using segmentation and logit or something?,not_spam is there a place i can find images of chili plant that is sick.,not_spam "I'm looking for a dataset that rates cities in the US based on how good of a destination they are for conferences or conventions. Thank you.",not_spam "Hello, looking for a list of all (or as many as I can get) U.S. city hall addresses, not lat/long. Would like to avoid having someone or myself look these up individually. Thank you for your time",not_spam "Hi! My name is Nayrovi Mercedes. I am a graduate student at Pace University, conducting a research study on The Impact of Attachment Styles on Well-Being, Perception of the Learning Environment Adjustment, and Academic Performance in College Students. It would be great if you can spare a few minutes of your time to participateย in this survey, it would be greatly valuedโ€‹. PLEASE HELP ME; I NEED 35 MORE PARTICIPANTS TO REACH MY GOAL https://pace.qualtrics.com/jfe/form/SV_2t4OPKFl3dcrukt",not_spam "hello everybody, CONTEXT: FIFA football players dataset (soccer) involving 18000 players, information on abilities on a wide range of skills, alongside what team they play for, and their preferred position, and rating that they are given on the game fifa. SO FAR I have separated the players into smaller datasets based on preferred position, and done a correlation matrix to see what is linked. Ratings seems to be correlated with certain attributes for certain positions (i know thats obvious). QUESTION: what next steps would you guys do in exploring this dataset and trying to find relationships between skills I can only think of finding descriptive statistics, for example splitting the players in each position into three groups and seeing the differences in means, but that seems boring. over to you guys! EDIT: [Correlations between FIFA RATING and SKILL ATTRIBUTES by POSITION](http://imgur.com/EbTZfy1)",not_spam "Hope this is the right subreddit for this question. I always have a hard time finding data, currently Im working on gold price and the data sets I need are: Gold price London fix, CRB future index, USD to Euro exchange rate, Inflation rate, and etc.. I would like monthly data from 1975- present. When going to gather this type of data how do you guys approach it? Is programing involved? I usually just go to FRED or google it. My professors and librarians are no help, and often I have to settle for bad data.",not_spam "I need unprocessed XRay anatomy image for my image transformation project, to transform one into a more clear image. I think 10 of them is already enough, but I don't mind if there are more.",not_spam I am looking for a good report or dataset about the current state of the mobile industry. How much time and money people spent on apps etc from a trusted source that can be cited in an academic context.,not_spam "As stated in the title, I'm looking to do my first project on health or biotech (preferred) data. I'm having a hard time finding a dataset that hasn't been explored as much like a dataset on wearable devices in contrast to those found on kaggle. Any input or guidance would be greatly appreciated.",not_spam " Ideally, I'd love to find MRI datasets from dementia patients, but open to any source of MRI data. This is for PhD research, and your help would be greatly appreciated. Thank you in advance!",not_spam "I'm looking to do analysis of sensor data collected from a running car over the course of it's journey - any good resources for that exist? The more cars, the better :) I've found envirocar, but more sources are always better. Thanks in advance!",not_spam "Iโ€™m looking for data on sunlight levels by U.S. states, preferably also by county. Iโ€™ve only been able to find data from >9 years ago so Iโ€™m not sure if Iโ€™m looking in the right places for this data",not_spam "Iโ€™d like to have a download link to the CVUSA dataset used in this paper `Sixing Hu, Mengdan Feng, Rang M. H. Nguyen, Gim Hee Lee. CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2018.` Iโ€™m trying to reproduce and test the deep learning model in the repository corresponding to this paper ([david-husx/crossview\_localisation (github.com)](https://github.com/david-husx/crossview_localisation)), but I canโ€™t use the current one due to missing โ€œsplitsโ€ directory, I tried googling for the dataset, I found this website [Crossview USA (CVUSA) (uky.edu)](http://mvrl.cs.uky.edu/datasets/cvusa/), but there are multiple dead links, specifically the subset used for localization evaluation.",not_spam "Hey guys, I have a problem that probaly one of you can help me with. I am using IBM SPSS 24 and got a dataset which I am using for my research internship. Okay so i have a dependent variable called underweight that is dichotomous (Yes/No), however i want to transform this into a continous variable (percentage 0-100). The dataset is from a Survey of Households and each case is a member under 5 years old of the household for this variable. I ultimately want to see wheter the differences in underweight between clusters, region and climatic zones in the country I'm doing my research on (Benin) significantly differs. Now I can ofcourse use crosstabs and examine the % per climatic zones (3), regions (12) and clusters (448) however i want to use them in a T-test so i need to have them as a variable. Does anybody know a trick how to get this done? thank you in advance!",not_spam "Hello, I am looking for a dataset that includes every area code in the United States, and the major city/state matching each values. For example, if you go to this site ([here](http://www.allareacodes.com/reverse-phone-lookup/) ) and search for an area code, it returns the major city associated with it. I am creating an application that will include this feature (site mentioned earlier does not allow redistribution), so I will need the ability to redistribute it, please. I have found this dataset ([here](http://www.convertit.com/Go/ConvertIt/Reference/Telephone_Area_Codes.ASP) );however, I contacted the site and they said it's extremely old/out of date. I appreciate any help, thank you very much!",not_spam As the title suggests I'm doing a project to find out how much deforestation has occurred by comparing images from a few years back to recent images. But I'm not able to procure the datasets nor am I able to figure out where to start the project from. Any help or suggestions would be greatly appreciated.,not_spam "I am working on a project for my internship and wanted to know if there are any public COVID datasets that have data organized by type of symptoms in relation to a patient's health conditions. The goal is to use it to make predictions about the type of symptoms a person might have based on their specific health stats. Any help or advice would be appreciated!",not_spam "I'm looking for historical data regarding the cost of child care in the United States. I have found some recent data that shows average cost per state, but I'm looking for historical data that encompasses the United States - preferably focused on center-based infant care.",not_spam "Iโ€™m interested in addresses, but not pristine data. Iโ€™m looking for data including potential typos, misplaced punctuation, transpositions, inconsistent capitalization etc. It would also be nice if the data were in the public domain or available under a CC NC-BY or similar license. I have looked at data.gov and other data providers ([for example](https://data.bloomington.in.gov/dataset/db09ac12-9671-4c6a-9200-1ddbe658329d/resource/45a51d58-8846-4297-9311-bea10876e019/download/2016-second-quarter-nuisance-calls.csv)), but most address data sets Iโ€™ve come across have been cleaned/normalized so they are not exactly what Iโ€™m after.",not_spam I know about the 1 million song/playlist dataset but i was hoping i could find the metadata of user libraries instead.,not_spam I have a similar dataset [here](https://fred.stlouisfed.org/series/MEHOINUSA672N). But the frequency is annual. i need one with monthly frequency,not_spam "I'm working on a modeling project and want to study the effect that Covid will have on Antimicrobial resistance due to the surge in antibiotics prescription to patients, plus defensive self-medication.",not_spam "Doesnt matter the branch of the insurance. Edit. I found the CASdatasets package in R, it will serve my porpouses just fine.",not_spam "Two guys in 1980 were arguing over whether we were going to run out of resources. They made a bet on the price of copper, chromium, nickel, tin, and tungsten in 10 years time [https://en.wikipedia.org/wiki/Simon%E2%80%93Ehrlich\_wager](https://en.wikipedia.org/wiki/Simon%E2%80%93Ehrlich_wager) &#x200B; I would like to see when a ten year bet on these would win and lose for as long a period of time as possible. Do you know where there is this data on the price of each ot these metals. It does not need to be daily price. Monthly is fine. Here has them but only up to 2015 [https://www.usgs.gov/centers/nmic/historical-statistics-mineral-and-material-commodities-united-states](https://www.usgs.gov/centers/nmic/historical-statistics-mineral-and-material-commodities-united-states) Here has copper but not the others [https://www.macrotrends.net/1476/copper-prices-historical-chart-data#:\~:text=The%20price%20shown%20is%20in,2020%20is%20%243.15%20per%20pound](https://www.macrotrends.net/1476/copper-prices-historical-chart-data#:~:text=The%20price%20shown%20is%20in,2020%20is%20%243.15%20per%20pound). I will turn the prices into a stacked area chart and share the code used to make the visualisation.",not_spam "Hi Does anyone know the maximum size of the Notes in the MIDIC III dataset? In the demo they dont have examples of the notes. If someone has some Notes examples to share, I d be really thankful Thanks!",not_spam To perform supervised learning algorithms and probably DL too,not_spam I feel a lot of history is based off qualitative analysis and not quantitative analysis. I am thinking of starting a blog to see if statistics support historical theories. I was wondering if anyone has a resource full of historic datasets? ,not_spam "Just looking for this year, bonus if there's historical data. Would love it by player, but would be ok with team.",not_spam "Hello guys, I am doing a project for university about health issues and I need not aggregate data-sets about mental health, alcohol consumprion and healthy lifestyle. I searched kaggle, jupiter etc but most of what I found was average consumption by country in cases of alcohol, and I would like to ask your help on where to find them or if you can share a link",not_spam "I have a list of names and addresses but need to enrich it with ages or age ranges. It could be 500 or it could be 50,000. Experian has like a $30K minimum I think. Any idea on other sources that will take a bulk import or API and spit out age or age range?",not_spam "I am doing some time-series forecasts. The datasets that I am working on have the attributes year, month, day and hour, however, in order to deal with seasonality and holiday effects, I am looking for datasets to complement with chronological variables such as week day, holiday, week number, month number,... for specific countries (more specifically Portugal and Spain). I am wondering where I may be able to access this kind of data, ideally historical (but for future periods is a plus).",not_spam "For my college project I need a dataset, using which we can predict the region with high sales of particular agricultural product during given month/season. Can anyone provide some links where can I get the same? Thank you!!",not_spam "I'd like to map corporate entity structures and lineage (i.e. Some Xyz LLC is owned by other ""real"" corporate entities). What data source(s) would you recommend for this data (in bulk, not individual lookups)? I'm assuming this would be a paid service... How much budget should I expect to allocate for this?",not_spam "Hello, anyone knows where I can download an archive that contains wsb comments (ideally prior to February 2021)? Or if it doesn't exist, can anyone ELI5 how to create one? Thanks in advance!",not_spam "I'm currently doing an assignment on data visualization, i've been very interested with steam hardware survey data and i think i can really do something with it. Problem is, i have no idea how to get that data in a dataset format like csv. Can anyone point me in the right direction?",not_spam I am looking for a dataset with corrupt/inaccurate/inconsistent data and a version of that same dataset that is cleaned. Does anyone where one could find something like this? Any help would be appreciated!,not_spam "I have 20million+ craigslist, kijiji, and dupontregistry automotive listings from the past year. Currently they're in ES I'm migrating them into MongoDB. Some of the fields included (basically everything the classified sites provided) are: * price * date posted * seller type * make / model * description * vin * vehicle attributes when available * origin url * featured image (currently in S3, not sure of a good place to share these) I'm wondering if there's any interest in this data as I'm shutting down my startup [AutoMudo.com](https://AutoMudo.com). Please let me know. As of today the dataset is no longer being updated, and I'm not sure what to do with it, maybe someone can have some fun or use from it.",not_spam "Iโ€™m interested in how many people get paid back in r/borrow. Not really for any reason, just curious. I imagine most people donโ€™t get paid back but Iโ€™m interested in what the number is exactly. Are there any datasets on this? Is there anyway to collect this data if not? Thank you.",not_spam "Hi folks! Anyone aware of datasets/resources reporting readership indices (e.g. nr average readers per day) for news media by country? I am especially interested in European countries, but datasets with broader scope would also be great :) Thanks!",not_spam "For demonstrating a new technology: [https://github.com/rnreich/advens](https://github.com/rnreich/advens) Video locations and scenarios must be variant. Thanks!",not_spam "Hi all! ... I am looking for a dataset of American strings (terms) and their British equivalents. It's for the purpose of being able to automatically translate (or rather revise) my American English dataset to British English. (of course, this method will not generate a fully correct translation of sentences, but I need at least something :) ). Do you know such a database or where should I look for it? Thank you!",not_spam "Introducing tsBNgen, a python package to generate synthetic time series data from an arbitrary Bayesian network structure. This can be used in any real-world applications as long the causal or the graphical representations are available. The article now is available in toward data science [https://towardsdatascience.com/tsbngen-a-python-library-to-generate-time-series-data-from-an-arbitrary-dynamic-bayesian-network-4b46e178cd9f](https://towardsdatascience.com/tsbngen-a-python-library-to-generate-time-series-data-from-an-arbitrary-dynamic-bayesian-network-4b46e178cd9f) The code: [https://github.com/manitadayon/tsBNgen](https://github.com/manitadayon/tsBNgen)",not_spam Trying to map out the amount of content we have for a project I'm currently working on.,not_spam "I'm looking for how much China has invested in other countries since 2004. The region I'm particularly interested in is Southeast Asia. So, I want to find a data source that shows how much China has invested in each country in Southeast Asia every year since 2004, if possible. Does such a data source exist? Thanks in advance for any help.",not_spam "Is there a straightforward way to get this, or is it really that web scraping exercise I was afraid of? ",not_spam "Ones looked at at the moment are Deep vein thrombosis, Pulmonary embolism, Thrombocytopenia PDFs of the data [https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment\_data/file/968413/COVID-19\_mRNA\_Pfizer-\_BioNTech\_Vaccine\_Analysis\_Print\_\_2\_.pdf](https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/968413/COVID-19_mRNA_Pfizer-_BioNTech_Vaccine_Analysis_Print__2_.pdf) [https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment\_data/file/968414/COVID-19\_AstraZeneca\_Vaccine\_Analysis\_Print.pdf](https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/968414/COVID-19_AstraZeneca_Vaccine_Analysis_Print.pdf) &#x200B; From [https://twitter.com/ATabarrok/status/1371506507062276098](https://twitter.com/ATabarrok/status/1371506507062276098)",not_spam "[https://www.kaggle.com/maneesha96/breast-cancer-prediction-using-knn](https://www.kaggle.com/maneesha96/breast-cancer-prediction-using-knn) This dataset can be found in *kaggle*. I tried to predict breast cancer using K-Nearest Neighbors in python. and gave an Accuracy of **0.956140350877193** with a high precision and recall. I hope this will be helpful for your knowledge. Feel free to comment.",not_spam "Hello, I am looking for student's school, major, gpa, and credit score. Do anyone have an idea to look for this info with a credit score. I was thinking student loans data, but I am not finding anything. Not really interested in the loan amount.",not_spam "I've been meaning to post this for a while - hopefully someone manages to do something cool with it! Posting anonymously because I'm not sure how protective the UD founders are, but I think they'd be cool the the data science community playing around with it. Each word is on it's own line. Here's the last line of the file to give you an idea of the structure: { ""_id"" : { ""$oid"" : ""572fa4e412bfe10f2cf1a640"" }, ""defid"" : 9041433, ""definition"" : ""Italian-American slang used for \""*****\"", \""****\"". If \""*****\"" goes too heavy for one. And one wants to put it delicately, it can be used. Especially in Brooklyn NY."", ""permalink"" : ""http://puchiacchia.urbanup.com/9041433"", ""thumbs_up"" : 0, ""author"" : ""The Benighted"", ""word"" : ""puchiacchia"", ""current_vote"" : """", ""example"" : ""-You're such a *****!\r\n+What did you just say to me?!\r\n-Alright alright, you're a puchiacchia then LOL!"", ""thumbs_down"" : 0, ""tags"" : [ ], ""sounds"" : [ ], ""lowercase_word"" : ""puchiacchia"" } You can use `tail -f words.json` if you're on linux (or mac?) to have a look yourself once you've extracted the file. Here's an image of the prettified json: http://i.imgur.com/nmKJsBc.png You can see that same definition with the API here: http://api.urbandictionary.com/v0/define?defid=9041433 Note that the `_id` property was added by me and can be disregarded. Ditto for the `lowercase_word` property. Unfortunately it's missing the last year of data, because it was scraped in May 2016, but perhaps someone will be able to grab the last year's worth and throw them in the comments if there's enough interest in this dataset. You can scrape word ids from here: http://www.urbandictionary.com/yesterday.php?date=2017-03-29&page=2 (note that each date has many pages) and then just throw them into the urbandictionary api link above. Best bet would be to start one month prior (April), and just ignore if it's already in the DB, because I'm not exactly sure what date in May I finished. It compressed to around 400mb. If someone could upload mirrors or make a torrent out of it and post it in the comments that'd be great because I won't be able to personally host it for more than a couple of months. Also, it's a `7z` file, which will be a bit weird for some, but there are freeware/open-source extractors for it on every major platform - just head over to google. Here's the file: * https://archive.org/details/UrbanDictionary1999-May2016DefinitionsCorpus * Mirror 1: https://figshare.com/articles/UrbanDictionary_1999-May2016_Definitions_Corpus/4828954 * Please post a link in the comments if you've made another mirror. Cheers! :)",not_spam "Can't seem to find it on their site. I'm not even sure if the resolution goes that small for their data, or if it's just statewide. Thanks.",not_spam I'm looking for some samples of in-store CCTV footage. Anything more than 5 minutes would be ideal.,not_spam "WHICH DATA SETS CAN BE TAKEN IN THE CONSIDERATION FOR DOING A PROJECT WHAT TYPE WOULD BE BEST",not_spam "Could anyone point me in the direction of an up to date dataset containing every starship/vehicle that has featured in Star Wars, preferably with attributes? Thank you!",not_spam "I'm going to learn some Java and WebGL but need some good ideas of what kind of data would be awesome to display. Only catch is the data needs to be open for the taking (i.e. census). Thanks, see link to the class below. http://machineproject.com/blog/2014/06/25/data-art-workshop/",not_spam "Hey All, There is an NLP project that I'd like to work on. I would need the transcripts of every episode of a cooking competition show (ie masterchef, chopped). Anyone know where I could find something like this? Thanks!",not_spam "I want to download the raw data for COVID-19 cases in [Sweden](https://www.worldometers.info/coronavirus/country/sweden) but can't find anywhere on [worldometer](https://www.worldometers.info/coronavirus/) to do it. Does anyone know how to download the data as a csv file?",not_spam "I'd like to do some reliability analysis of different product categories (basically make a blog about how things fail). It would be really helpful to have datasets on actual failures, anyone know where I could get this?",not_spam I am doing some research in public transportation and want to build a model. Anyone know where can I get the image dataset for public transportation worldwide so I can test my model? Thanks in advanced....,not_spam "I have an assignment that Iโ€™m working on and Iโ€™m stumped. I am writing a paper analyzing rule-based vs relation-based countries and how it impacts international business. I canโ€™t for the life of me find enough variables to measure this or differentiate between rules or relationship. There have been a few surveys measuring trust but that was all I could really find. Does anyone here have any experience doing an analysis like this or could think of some variable examples?",not_spam Random but researching something for work....Does anyone know where to find a list of all universities/colleges in the US sorted by enrollment and city/state. Much appreciated. Thanks!!,not_spam "I'm interested to see a graph of incidents of violent crime compared to number of civilians killed by law enforcement. I know recent articles have suggested that the FBI's numbers for the latter are low/bad/incomplete/a joke, but I'd like to see the graph anyway. Does anyone have a suggestion as to where to get quality data for this graph? TIA. **EDIT:** I should have specified that I'm looking for nationwide data for the US. Thanks.",not_spam My goal is to achieve data on these instances described above to build a neural network to help predict future failures. Any findings on these failure instances would be extremely helpful for me! Let me know if you have any questions! Thank you.,not_spam "So there are tons of datasets out there for taxi cab rides: locations and times of pick-ups and drop-offs. [(Here's one of my favorites.)](http://nyctaxi.herokuapp.com/) However, I'm interested in datasets that cover what taxis do BETWEEN these passenger trips. I want to apply some foraging theory to taxi patterns, but I need to know what they do when passengers aren't inside: how do they prowl around looking for customers. Anyone know of some datasets like this?",not_spam "I am looking for one or more datasets to build a business dashboard. Something that allows me to create some KPIs and progress charts for sales, billing, production, etc.",not_spam "Hi All, I want to CSV or XML format of HCPCS codes and DSM V and DSM VI codes. I want to use them in my website. &#x200B; Thanks",not_spam "Hey! I am looking for a Suicide detection dataset.. Anybidy has any idea, on where can I get that ? I need it to perform experimentations for my college disseration, as I have always worked on NLP. If anyone has any idea, where I can find one it'd be helpful. Also, I can't use API and then have it annotated, as I tried before but they won't accept it.",not_spam "As mentioned above, I am looking for a large image dataset of products that fall under the retail category 'toys'. The bigger the better =) Can anyone point me in the right direction?",not_spam "I'm working on a full ETL and BI effort. Eventually I will create a report of this data, but I need to normalize it first to get it into my Data Warehouse. I'm trying to figure out the best way to model and normalize. I'm receiving 6 csv files daily that is spitting out data from a database. The data is related to auditing POs and the AUDIT fields are not system fields. AUDIT\_ACTION will either be after insert, before update, or after update. For each update there are two records captured, one showing the state before the change and then the post change record values. Audit\_ID is just sequential primary key 1234. Here are the files and their fields PO Header AUDIT\_ID, PO\_ID, PO\_RLSE\_NO, PO\_CHNG\_ORD\_NO, S\_PO\_TYPE, BUYER\_ID, VEND\_ID, ADDR\_DC, S\_PO\_STATUS\_TYPE, PO\_TOT\_AMT, SALES\_TAX\_AMT, BLKT\_AMT, TOT\_RLSED\_AMT, CNTACT\_LAST\_NAME, CNTACT\_FIRST\_NAME, ORD\_DT, FOB\_FLD, RETAIN\_PO\_FL, PO\_PRNTD\_FL, CNFRM\_FL, ACKN\_FL, ACKN\_DT, VEND\_SO\_ID, TERMS\_DC, PERF\_START\_DT, PERF\_END\_DT, RLSE\_FROM\_BLKT\_FL, RLSE\_LN\_TOT\_FL, GROSS\_UNIT\_CST\_FL, EXCD\_BLKT\_TOT\_FL, BRNCH\_LOC\_ID, BRNCH\_ADDR\_DC, BILL\_TO\_LOC\_ID, BILL\_TO\_ADDR\_DC, CHNG\_DT, APPRVL\_DT, APPRVL\_USER\_ID, PROCURE\_TYPE\_CD, PHONE\_ID, FAX\_ID, MODIFIED\_BY, TIME\_STAMP, COMPANY\_ID, LOCK\_FL, VCHRD\_AMT, LAST\_CHNG\_DTT, LAST\_MOD\_DTT, GSA\_FL, COST\_SAVING\_AMT, TRN\_BLKT\_AMT, TRN\_CST\_SAVING\_AMT, TRN\_PO\_TOT\_AMT, TRN\_SALES\_TAX\_AMT, TRN\_TOT\_RLSED\_AMT, TRN\_VCHRD\_AMT, RATE\_GRP\_ID, TRN\_CRNCY\_CD, TRN\_TO\_EUR\_RT, EUR\_TO\_FUNC\_RT, TRN\_CRNCY\_DT, TRN\_FREEZE\_RT\_FL, TRN\_TO\_EUR\_RT\_FL, CL\_DISADV\_FL, CL\_HIST\_BL\_CLG\_FL, CL\_LAB\_SRPL\_FL, CL\_WOM\_OWN\_FL, CIS\_CD, ROWVERSION, REL\_TO\_VEND\_FL, REL\_TO\_VEND\_DT, US\_CITIZEN\_FL, ITAR\_AUTH\_FL, SEC\_CLR\_CD, AGENCY\_NAME, PO\_TYPE\_CHNG\_DTT, BUY\_ORG\_ID, PORTAL\_EMAIL\_FL, CNTACT\_EMAIL\_ID, SUBCNTR\_ID, NAICS\_CD, AUDIT\_ACTION, AUDIT\_ACTION\_BY, AUDIT\_ACTION\_DATE, PO Header Notes AUDIT\_ID, PO\_ID, PO\_RLSE\_NO, PO\_HDR\_TX, MODIFIED\_BY, TIME\_STAMP, ROWVERSION, AUDIT\_ACTION, AUDIT\_ACTION\_BY, AUDIT\_ACTION\_DATE PO Header Default AUDIT\_ID, PO\_ID, PO\_RLSE\_NO, PROJ\_ID, ORG\_ID, ACCT\_ID, PROJ\_ABBRV\_CD, ORG\_ABBRV\_CD, INVT\_ABBRV\_CD, REF\_STRUC\_1\_ID, REF\_STRUC\_2\_ID, SHIP\_ID, SHIP\_VIA\_FLD, DROP\_SHIP\_FL, S\_PO\_TAXABLE\_TYPE, VOL\_DISC\_PCT\_RT, RQ\_ID, ORDER\_REF\_ID, DEL\_TO\_FLD, DESIRED\_DT, DUE\_DT, AUTO\_VCHR\_FL, MODIFIED\_BY, TIME\_STAMP, PROJ\_ACCT\_ABBRV\_CD, ROWVERSION, AUDIT\_ACTION, AUDIT\_ACTION\_BY, AUDIT\_ACTION\_DATE PO Line Item AUDIT\_ID, PO\_ID, PO\_RLSE\_NO, PO\_LN\_KEY, PO\_LN\_NO, S\_PO\_LN\_TYPE, ITEM\_KEY, PO\_LN\_DESC, ORD\_QTY, RECVD\_QTY, ACCPTD\_QTY, VCHRD\_QTY, PSTD\_QTY, ORD\_DT, DUE\_DT, DESIRED\_DT, DISC\_PCT\_RT, RECPT\_TOL\_PCT\_RT, GROSS\_UNIT\_CST\_AMT, NET\_UNIT\_CST\_AMT, PO\_LN\_EXT\_AMT, PO\_LN\_TOT\_AMT, TOT\_RLSED\_AMT, BLKT\_BAL\_AMT, RECVD\_AMT, ACCPTD\_AMT, VCHRD\_AMT, PSTD\_AMT, SALES\_TAX\_AMT, SHIP\_ID, S\_LN\_STATUS\_TYPE, S\_PO\_COMMIT\_TYPE, TAXABLE\_FL, DEL\_TO\_FLD, SHIP\_VIA\_FLD, PO\_LN\_UM\_CD, MISC\_LN\_CHG\_TYPE, RQ\_ID, MANUF\_PART\_ID, MANUF\_PART\_RVSN\_ID, VEND\_PART\_ID, VEND\_PART\_RVSN\_ID, CERT\_OF\_CNFRM\_FL, QC\_REQD\_FL, SRCE\_INSP\_FL, OVRSHP\_ALLOW\_FL, BLKT\_PO\_RLSE\_NO, BLKT\_PO\_LN\_KEY, ITEM\_ID, ITEM\_RVSN\_ID, DROP\_SHIP\_FL, ORDER\_REF\_ID, ORIG\_DUE\_DT, USER\_RVSN\_FLD, INVT\_ABBRV\_CD, VCHR\_RCV\_FL, S\_MATCH\_OPT\_CD, PO\_LN\_CHG\_AMT, PO\_LN\_CHG\_TAX\_AMT, REJ\_REP\_QTY, REJ\_PAY\_QTY, REJ\_CR\_QTY, REJ\_REP\_AMT, REJ\_PAY\_AMT, REJ\_CR\_AMT, APPRVL\_DT, APPRVL\_USER\_ID, ORDER\_REF\_LN\_KEY, S\_ORD\_REF\_TYPE\_CD, WHSE\_ID, PO\_LN\_CLOSE\_DT, TOT\_RLSED\_QTY, S\_MATCH\_CD, COMM\_CD, MIN\_QTY, LT\_DAYS\_NO, S\_PURCH\_AGRMT\_CD, ISSUE\_FL, PROCURE\_TYPE\_CD, AUTO\_VCHR\_FL, SUBLINE\_NO, RQ\_LN\_KEY, AWARD\_QT\_ID, MODIFIED\_BY, TIME\_STAMP, SALES\_TAX\_RT, MIL\_SPEC\_ID, NSN\_ID, ORDER\_REF\_RLSE\_NO, CLIN\_ID, PERF\_START\_DT, PERF\_END\_DT, BILL\_CYCLE\_CD, BILL\_CYCLE\_PAY\_AMT, ORDER\_REF\_LN\_NO, LAST\_VCHRD\_DT, PLANNER\_ID, OP\_ID, S\_OE\_CST\_TYPE\_CD, TRN\_ACCPTD\_AMT, TRN\_BILL\_CYCLE\_AMT, TRN\_BLKT\_BAL\_AMT, TRN\_GR\_UN\_CST\_AMT, TRN\_NET\_UN\_CST\_AMT, TRN\_LN\_CHG\_AMT, TRN\_LN\_CHG\_TAX\_AMT, TRN\_PO\_LN\_EXT\_AMT, TRN\_PO\_LN\_TOT\_AMT, TRN\_PSTD\_AMT, TRN\_RECVD\_AMT, TRN\_REJ\_CR\_AMT, TRN\_REJ\_PAY\_AMT, TRN\_REJ\_REP\_AMT, TRN\_SALES\_TAX\_AMT, TRN\_TOT\_RLSED\_AMT, TRN\_VCHRD\_AMT, TRN\_RECOVERY\_AMT, RECOVERY\_AMT, RECOVERY\_RT, BOM\_CONFIG\_ID, MANUF\_ID, PO\_LN\_INT\_NOTES, PO\_LN\_EXPDT\_NOTES, IND\_CLASS\_CD, S\_CL\_SM\_BUS\_CD, SO\_LN\_COMP\_KEY, COMPLT\_AMT, COMPLT\_PCT, STORED\_AMT, COMPLT\_RET\_PCT, STORED\_RET\_PCT, COMPLT\_RET\_AMT, STORED\_RET\_AMT, RQSTD\_AMT, TRN\_COMPLT\_AMT, TRN\_STORED\_AMT, TRN\_COMPLT\_RET\_AMT, TRN\_STORED\_RET\_AMT, TRN\_RQSTD\_AMT, CIS\_WH\_FL, ROWVERSION, LOT\_REQD\_FL, SERIAL\_REQD\_FL, US\_CITIZEN\_FL, ITAR\_AUTH\_FL, SEC\_CLR\_CD, AGENCY\_NAME, SUB\_KEY, RQ\_PO\_KEY, CL\_WOM\_OWN\_FL, CL\_LAB\_SRPL\_FL, CL\_VET\_FL, CL\_SD\_VET\_FL, CL\_DISADV\_FL, CL\_HIST\_BL\_CLG\_FL, CL\_ANC\_IT\_FL, S\_PORTAL\_ACTION\_CD, PROP\_ORD\_QTY, TRN\_PROP\_EXT\_AMT, PROP\_DUE\_DT, CL\_8A\_FL, CL\_ABIL\_ONE\_FL, NAICS\_CD, AUDIT\_ACTION, AUDIT\_ACTION\_BY, AUDIT\_ACTION\_DATE RQ Header AUDIT\_ID, RQ\_ID, RVSN\_NO, RQ\_DT, RQST\_EMPL\_ID, RQST\_ORG\_ID, RQST\_PHONE\_ID, RQST\_PHONE\_EXT\_CD, LAST\_CHNG\_DT, S\_RQ\_STATUS\_CD, PRINTED\_FL, RQ\_APPR\_PROC\_CD, PROCURE\_TYPE\_CD, ENTR\_USER\_ID, ENTR\_DTT, COMBINE\_RQ\_FL, BUYER\_ASSIGN\_DT, TGT\_PLACE\_DT, NEXT\_APPRVL\_SEQ\_NO, RQ\_PROC\_FL, S\_REAPPRVL\_CD, MODIFIED\_BY, TIME\_STAMP, COMPANY\_ID, BUYER\_ID, TOTAL\_EST\_REQ\_AMT, EST\_SALES\_TAX\_AMT, AUTO\_GEN\_FL, GSA\_FL, OVR\_BUD\_FL, PROJ\_ID, PROJ\_ABBRV\_CD, ROWVERSION, EUR\_TO\_FUNC\_RT, RATE\_GRP\_ID, TRN\_CRNCY\_CD, TRN\_CRNCY\_DT, TRN\_FREEZE\_RT\_FL, TRN\_TO\_EUR\_RT, TRN\_TO\_EUR\_RT\_FL, TRN\_TOTAL\_REQ\_AMT, TRN\_SALES\_TAX\_AMT, RQ\_EXPORT\_CD, RQ\_EXPORT\_DTT, RQ\_TYPE\_ID, RQ\_NOTES, SUBC\_AGR\_FL, US\_CITIZEN\_FL, ITAR\_AUTH\_FL, SEC\_CLR\_CD, AGENCY\_NAME, AUDIT\_ACTION, AUDIT\_ACTION\_BY, AUDIT\_ACTION\_DATE RQ Header Approval AUDIT\_ID, RQ\_ID, RVSN\_NO, RQ\_APPR\_TITLE\_DC, NEXT\_SEQ\_FL, APPRVL\_SEQ\_NO, APPRVL\_EMPL\_ID, APPRVL\_USER\_ID, APPRVL\_DTT, S\_RQ\_APPRVL\_CD, APPRVL\_NOTES, RSN\_CD, S\_RSN\_WH\_USED\_CD, MODIFIED\_BY, TIME\_STAMP, CHK\_PROJ\_FL, QC\_APPRVL\_FL, S\_RQ\_APPR\_TYPE, CHK\_ORG\_FL, PAO\_APPRVL\_FL, ROWVERSION, COMPANY\_ID, AUDIT\_ACTION, AUDIT\_ACTION\_BY, AUDIT\_ACTION\_DATE I was thinking doing something like the following for each file PO\_AUDITS audit\_id, po\_change\_id PO\_CHANGES po\_change\_id, po\_id, all\_other\_columns and will uses SSIS to insert data accordingly Lastly I will need to eventually create a BI report that answers these questions: Who created a PO and is it within authority? What is the Change Order history? What is the PO Value change history? What is the Order Date history? What is the NET terms history? What is the Buyer assignment history? What is the Order Reference field history? What is the Header Notes history?",not_spam whats good reliable source for this ?,not_spam "Looking for datasets associated with automotive repair, more specifically hourly estimates to complete certain repairs or jobs.",not_spam "I'm trying to model certain wellness factors (life expectancy, health factors like obesity and preventable diseases, graduation rates, etc.) per state vs the state and local taxes paid on average. I'm testing the hypothesis that higher taxes in the US corresponds to a better quality of life. I'd also like to test this against taxation globally but for now I just want to focus on the US. Any idea where I can get the taxation data (state and local) for a span of time - let's say 10 years? Educational data specific to graduation rates would also be helpful. I've found health related data before and I think I can locate that again. But the tax and education data will be really helpful. Also any insight, advice and criticism for what I'm trying to do will be hugely appreciated.",not_spam "Hi r/datasets, This is the CEO of the company that built Dolt and DoltHub. We blogged about our search for the open data Linux. [https://www.dolthub.com/blog/2020-07-20-search-for-dolt-linux/](https://www.dolthub.com/blog/2020-07-20-search-for-dolt-linux/) If you have any datasets you think fit the bill, whether they exist or you wish they existed, please let us know.",not_spam "The Spanish Flu pandemic (which started in the US) has three distinct peaks in the data for mortality (March 1918, Sept-Nov 1918 and 1919) Does anyone know where I can find datasets which underlie those graphs on a country-by-country basis and on a useful timescale (weekly or monthly)?",not_spam "**I am taking part in a hackathon. The problem statement says, ""what features/functionalities** **should be provided in the app?"" Can anyone point me towards relevant datasets?**",not_spam data Request,not_spam "[daily SPX prices 1896-2018](https://www.kaggle.com/pdquant/stocks-significance-testing-p-hacking/data) Surprisingly hard to find daily prices going back this far! Also Iโ€™ve done an analysis to go with it.",not_spam "I am interested in the Edison Research exit poll data. It is published in multiple newspaper outlets. I think Fox has the best representation of this data: http://www.foxnews.com/politics/elections/2016/exit-polls Could I request this data scraped by state? Thanks",not_spam "Hi, I am working on a database project for school and wanted to make a flight database that would allow for some niche search parameters that I think most travel websites do not have. So I would like to collect the flight data such as departure airport, destination airport, time, current cost of tickets. Ideally, this dataset already exists, but if not tips on how to go about scraping would be appreciated. I posted in /r/opendata but thought here might be more appropriate.",not_spam "Looking for quarterly sales reports, YoY sales numbers, as granular as possible. Anyone know of any good sources that aggregates this data?",not_spam "I'm an undergraduate psychology student working on a research project. As part of our project, we are looking for a set of photographs. The set includes at least 1 color picture containing a person's face (preferably head shots) taken every year from age 4-18, as well as 1 in the person's 20s and 1 in their 30s (another in 40s would be great, can't be too hopeful). &#x200B; Brief summary of the project: To assess people's ability to match voices to faces based on age across a developmental period. &#x200B; I understand that this might be difficult to find, but I would greatly appreciate if one of you had a set or knows someone who does. If you can help, please message me and we can talk more about details. Also, if you know of somewhere that contains this resource or another place to search for it please let me know. &#x200B; Thank you all! p.s. I hope I did this right, I'm new to Reddit",not_spam "I am looking for individualized student loan debt by principal and interest rate. So far I have only been able to track down consolidated national views of the data. Ideally it would look something like this: &#x200B; |Student ID|Loan Borrowed/Outstanding|Interest Rate| |:-|:-|:-| |Student 1|$5,000|4.5%| |Student 1|$10,000|5.3%| |Student 1|$3,000|5.5%| |Student 2|$20,000|15.1%| |...|||",not_spam "I need a dataset that contains organisational helpdesk requests and preferably the classification and solution however for now, I really just need the requests.",not_spam "I am currently working on a data-driven project of football teams worldwide and would like to add a filter based on the popularity of clubs. However, I could not find a dataset or a single website that provides such information (with some exceptions). Does somebody know of a dataset that lists clubs of different leagues worldwide based on the number of their supporters?",not_spam really need this dataset for our research :)),not_spam "I'm interested in lists of usernames by service (this could be useful, for example, for making username generators). So far, the best thing I've found is this: https://github.com/notwa/twitch_usernames I know there's a reddit comment database, but it's 250 GB and I just really want the set of unique usernames for it. If anyone could host that, I'd be quite interested. Other services that might be interesting: - Wikipedia - Github - Twitter - Youtube - Tumblr - Services whose primary user interface is *not* English. Mainly I just want the usernames, but if it also has other data (like gender or age breakdowns), that would be fine as well.",not_spam "Hello, as a sports betting enthousiast I've started modelling European competitions and betting on the matches played each week, with a reasonable succes. Now, in off-season, I web-scrape datasets for Scandinavian, South/North American (USA on next week) and Asian leagues. You can download the datasets, updated twice per week so you can use them for predictions, here; http://bookiebacker.com/",not_spam "In a new paper, researchers from the University of Bristol, the University of Toronto and the University of Catania explain how they created Epic-Kitchens and introduce new baselines that emphasize the multimodal nature of the largest such egocentric video benchmark. Here is a quick read: [Epic-Kitchens | Largest Egocentric Video Dataset Gets New Baselines](https://medium.com/syncedreview/epic-kitchens-largest-egocentric-video-dataset-gets-new-baselines-5632ce9992bc) The paper *The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines* is on [arXiv](https://arxiv.org/pdf/2005.00343.pdf).",not_spam I'm looking for the multi-window music collaboration videos that have been specifically popular during corona times. Any relevant links/keywords would be really appreciated. Thanks !,not_spam Looking to do a project analyzing the best running strategy. Any help at all would be appreciated - I've only found two (Boston and Hong Kong) so far.,not_spam "Hi all, I'mLooking for shopping and stores at NYC (Manhattan to be exact) with name, address, category I found this [https://data.cityofnewyork.us/browse?q=Lower%20Manhattan%20Retailers&sortBy=relevance](https://data.cityofnewyork.us/browse?q=Lower%20Manhattan%20Retailers&sortBy=relevance) but it's only for lower Manhattan, Anyone know of such dataset? Thanks for the help ",not_spam "\[self-promotion\] DoltHub recently added the FBI NIBRS crime data from 1991 to 2018! [https://www.dolthub.com/blog/2020-08-19-fbi-crime-data-and-the-future-of-data-distribution/](https://www.dolthub.com/blog/2020-08-19-fbi-crime-data-and-the-future-of-data-distribution/)",not_spam "Hello, I am new to posting here. I recently claimed to a bunch of friends that recognising doctors' handwriting specifically is a much easier task than the general problem of handwriting recognition. The intuition behind this claim is that the vocabulary is limited and there are inherent patterns that are imbibed by all medical practitioners that the algorithm can take advantage of (machine learnt or otherwise). Is there an open dataset of handwritten medical records that I can use for this purpose? I have done some googling before posting here and mostly drew a blank. Thanks in advance!",not_spam "Hi, I am currently writing my thesis in Economics on Mortality and Temperature. I handle data in R. &#x200B; I need weekly temperature data from 2021-2000 on NUTS1 level (regional level). &#x200B; DETAILS: I have divided Europe in to regions (NUTS1 level) and found weekly mortality numbers for every region for every week from 2021W8 to 2020W1. That's about 1130 weeks and 100 regions. But, I have had trouble finding temperature data which was divided into these groups. I could boil down daily data but the only thing I have found is taken from 100.000 weather stations across Europe which is overwhelming. Daily data would work fine &#x200B; thanks",not_spam "Hello , we are using 2d detector , to extract keypoints from sequence of images from a random set of images and find the similarity between two poses. Present , we randomly downloaded images to check for similarity. However we are looking for image data sets which have images doing a set of sequences in the correct way and a set of images doing the poses in a wrong way. Thus, we can use these images of executing similar sequences of poses in the right way and wrong way. Are their resources for such curated content ? Any tips is welcome",not_spam "Hey all, Anybody know how I can access Canadian MLS data? I'm looking to train an NLP model on the property descriptions over time but can't find Canadian data. There's a site called [repliers.io](https://repliers.io) but they want $149/month for a single MLS board which is outside my current budget. Any tips help!",not_spam "Hi! I am looking for statistics about the Global secondhand market for clothes. Mainly I am interested in finding out about the **global market size** (monetary value). Would be great if someone can help me find some reliable statistics, preferably not older than three years. ",not_spam So looks like Columbia's servers have been down for sometime now...can anyone share a subset (1k songs) of this dataset? I'm literally screwed for an AI project if I can't find it.,not_spam "I'm sharing a new dataset from Harvard Law School Library! The Caselaw Access Project ([case.law](https://case.law/)) shares 40 million pages of freely available machine-readable case law. This year, we released a citation graph based on our data ([case.law/download/citation\_graph](https://case.law/download/citation_graph/)). Citation graphs are a way to see how cases are connected and answer questions about the law, like ""What's the most influential case"" or ""What's the most cited jurisdiction?"". Here's our first visualization of the dataset that shows how states and jurisdictions cite each other: [case.law/exhibits/cite-grid](https://case.law/exhibits/cite-grid) This dataset is also being made available on Kaggle: [https://www.kaggle.com/harvardlil/citation-graph/](https://www.kaggle.com/harvardlil/citation-graph/) Here are more ways to access the data: * CAP API: [case.law/api](https://case.law/api/) * Bulk Data Service: [case.law/bulk](https://case.law/bulk/) * Downloads: [case.law/download](https://case.law/download/) * Historical Trends: [case.law/trends](https://case.law/trends/) If you make something new with the dataset (applications, research, and more), send it our way: [case.law/contact](https://case.law/contact/) Thanks! \- Caselaw Access Project",not_spam "Something that is like: Category - subcategory - - sub-subcategory - - - -sub-sub-subcategory, etc And once you reach the bottom, there is some numeric data for individual units. If it were about people, for example: Americans - by race - - by state - - - by county and for each person, there are stats: income car ownership favorite color etc It doesn't have to be important data - I'm just working on a newb project of building a drillable, interactive data display. Obviously, 300 million people is too large, but something structured like that would be nice. Thanks!",not_spam I've developed a Linkedin crawler that can scrape Linkedin profiles pretty well. I think I can make a little side-business using the data in some way. I'd like to gauge people's feelings towards this. Would I be a bad person for doing so?,not_spam "Does anything like this exist? I'm trying to handle common misspellings and abbreviations. For instance input ""Las Vegass"" would return ""Las Vegas"" - ""St Paul"" would return ""Saint Paul"" - S San Francisco"" would return ""South San Francisco"" - Thank you!",not_spam "So, i am trying to train an AlexNet just to get a better understanding but due to lack of computational resources, I cant use the ImageNet dataset. So i was wondering if there is a dataset of size similar to the Cifar-10 but with images of resolution 224x224",not_spam "Dear fellow Redditors! My request is probably not best suited for this subreddit but I am really desperate. I have to find a dataset to work with and make somewhat basic analysis. The problem is it has to contain both quantitative and qualitative data for descriptive statistics, anova, regression analysis and contingency. I have found a lot of sources but most of them are either too complicated for the purpose of this assignment or they dont contain either qualitative or quantitative data. Would you have any simple dataset that would fit my needs? Most of the people I asked use some sort of sports stats, but as I dont follow or understand most sports in the depth required for me to also explain the results, I was hoping someone could help me here. Any help is highly appreciated!",not_spam I am looking for any dataset with small talk to implement in a chatbot to make it seem very conversational. I tried out api.ai's smalltalk dataset. It's good but the data is very less. Any help is appreciated.,not_spam Are there any datasets related to the benefits of urban wildlife?,not_spam "Hi all, For a University project in a simulation course, I'm looking for a dateset that will include data about queues in the OS that will help me derive the following distributions: * Arrival of new processes * CPU time required by a process * Rate of Disk requests * Disk serving time Than-Q ahead for all the future helpers",not_spam "Hi, Does anyone know where I could find a dataset with food deliveries? Like for instance how many pizzas have been delivered to STREET on the superbowl. Or a dataset with lots of food deliveries on which I could do some data vis and analytics. Any help is appreciated! Thanks",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. Here you can rant, go off-topic, or self promote even but please be civil. P.S: Suggestions for this subreddit are always welcome.",not_spam "We are assigned with a project to grade students examination answers using deep learning. The faculty would upload key answer and the model needs to be able to grade the students based on the answer similarity. To find the similarity I saw a Quora dataset that had 3 columns. A question1 , question2 and is_duplicate. Which can be used to train a model to find if semantic meaning of both the questions is same or not.Is there a similar dataset for student answers? Thanks.",not_spam "Hey guyze, I'm looking for a rather specific dataset, ideally with images. It should contain cultural goods from Europe - coins, vases, jewelery, anything cultural really. I'm looking for both text based (with prices?) and images to perform analysis. Hope someone can help, would be awesome!",not_spam "Hello fellow data people, I am a statistics major in my senior year of college looking for a data set I can base my next project on. Specifically, I am looking for a data set pertaining to ecommerce for which I can run a logistic regression on. I was thinking that the response variable (which duh...needs to be binary) would be something like whether or not the customer bought anything (1 if yes; else 0). Predictors could be the amount of time spent on the page, number of clicks, visits per week, number of ads on page, etc., etc. Ideally the data set would have at least 1000 rows and not be a *complete* nightmare to clean up...though some cleaning is always expected. I've seen a few sets on kaggle already, but none of them seem to be appropriate for a logistic regression. Any thoughts? Thank you in advance!",not_spam "Hi, Im looking for dataset for the top 1000 cities populations , income levels and education level or a dataset similiar to that. Any idea where I can find that? API or raw data Thanks",not_spam "Hi I searched UCI repository, could not find one. I can't use anything like kdd99 set which has 40 or so features. Any help is appreciated.",not_spam "Google Playstore dataset is now available with double the data (2.3 Million) android application data and a new attribute stating the scraped date time in Kaggle. Get it here: [https://www.kaggle.com/gauthamp10/google-playstore-apps/](https://www.kaggle.com/gauthamp10/google-playstore-apps/)",not_spam "I have been on the census.gov/data for the past 2 hours trying to find csv or excel data on this but have been able to find nothing, i was wondering if anyone could help me in finding this data? greatly appreciated if you can help",not_spam " The [Stanford Vision and Learning Lab](https://twitter.com/StanfordSVL/status/1232774085832134657) announced this week that the RoboTurk Real Roboto Dataset is available as a free download. The crowdsourcing produced 111.25 hours of video from 54 non-expert demonstrators to build โ€œ**one of the largest, richest, and most diverse robot manipulation datasets ever collected using human creativity and dexterity.**โ€ Read more: [Robot Lovers Rejoice! Fei-Fei Li Stanford Team Crowd-Sources Worldโ€™s Largest Robot Manipulation Dataset](https://medium.com/syncedreview/robot-lovers-rejoice-4f276f91f9d) The original paper: [Scaling Robot Supervision to Hundreds of Hours with RoboTurk: Robotic Manipulation Dataset through Human Reasoning and Dexterity](https://medium.com/syncedreview/robot-lovers-rejoice-4f276f91f9d) [Download](http://roboturk.stanford.edu/realrobotdataset.html) the dataset for free",not_spam "I'm curious about how much time people spend on given tasks in a day based on profession. For example, A teacher might spend 50% of his day lecturing 40% of his day planning and 20% of his day doing administrative stuff. I recall some kind of info graphic that had a list of professions and the daily tasks associated with them ... A breakdown of the proportion or hours in each day would be especially useful. ",not_spam I want to plot a global heat map in R and I want to plot it based on the number of traders in the stock market or the value of stocks traded by continent/country/state. I wonder if someone knows sources or maybe packages in R to find such data (especially data of US and Japan from 2020)?,not_spam I am working on identifying the useful content from social media. Is there any twitter dataset is available? Please suggest,not_spam "Excluding google, obviously. ""Data is Plural"" is one resource, any more like that?",not_spam "Hi everyone, I am looking for textual datasets to perform document classification and topic modeling. Basically, the datasets must be composed of documents and each document must be associated with a single label. For example, 20 Newsgroups ([http://qwone.com/\~jason/20Newsgroups/](http://qwone.com/~jason/20Newsgroups/)). It would be great if they belong to different domains (forums, news, social media posts, etc) and are in different languages (not only in English). Thanks :)",not_spam "&#x200B; Collection of the dataset that has the global list of websites built with [various e-commerce frameworks](https://www.wiredwith.com/technology/ecommerce) providing valuable insights into the market share and is an essential tool for market research and competitor analysis. [https://www.kaggle.com/wiredwith/websites-list/download](https://www.kaggle.com/wiredwith/websites-list/download) [https://wiredwith.com/technology/dataset/download/ecommerce/](https://wiredwith.com/technology/dataset/download/ecommerce/)",not_spam "Hello Everyone! I'm trying to create a data visualization representing Turkey production by year in the United States. I came across this [WASDE Report](https://webcache.googleusercontent.com/search?q=cache:kmnyxP-BiqAJ:https://www.ers.usda.gov/webdocs/DataFiles/51875/WASDE_TurkeyFull.xls%3Fv%3D43068+&cd=1&hl=en&ct=clnk&gl=us&client=ubuntu), but I don't understand the production values, or even if these values are reported in this dataset. I was hoping that someone could help me interpret some of the data values in the report. I read earlier this afternoon that 243 Million Turkeys were produced in 2016, but I'm trying to derive that value by plugging in the values from Beginning Stocks, Total Supply, etc, and I can't arrive at the 243 Million figure. Does the numerical value represent another unit of measurement? It's my first time looking into agricultural datasets, but I saw a few that noted that measurements represented a certain amount of ""Heads"". Does the 6,232 value in [162, H] represent a certain unit of measurement? Does this dataset contain Turkey production by value, or only by weight? If it's only by weight, does anyone know of any datasets that contain total turkey production by year?",not_spam "Can someone direct me to a csv dataset about immigration in each state, ex: which state has the most immigrants ",not_spam Hello everybody. Where can I find a database of 1 or 2 or 3 years of the goals divided into 5 minutes instead of 15 minutes (like goalprofits...soccerstats) that I see on all the football statistics sites? Thanks so much,not_spam "I am analyzing on-board diagnostic raw data to extract higher-level information, but I couldn't find the dataset I need. Do you know where I can find some OBD datasets?",not_spam "Hello! Is there a dataset available with all the deaths after the vaccination by producer? Thank you!",not_spam "I've got an internship at this start up that caters to writers. We have a blog and I thought it would be cool if I could find some data pertaining to writing such as the number of books sold, datasets about characters, datasets about why types of genre sell, etc. Do you guys have any suggestions.",not_spam "If I wanted to track how an application is performing what would be the best site to use? I've seen sites such as sensortower and mobile action, but im not sure how reliable the data is. It seems that each platforms download statistics are on the opposite side of the spectrum so I am not sure which one is more accurate. Moreover, neither site states how they scrape their data.",not_spam "I checked weather underground, which has what I want this but you can only get 1 day at a time, and NOAA National climatic data center which only has hourly weather for 2010.",not_spam "Hi, I'm looking for images of different fruits and vegetables (as exhaustive as possible) for some deep learning work. Preferably I would like the dataset to be structured in the form of sub-directories for every class(fruit/vegetable) so I can use it with Tensorflow. Thanks! ",not_spam "Hi guys, I'm sharing the dataset of the 2020(2021) Olympics in Tokyo, It contains details about the Athletes, the countries they representing, details about events, coaches, genders participating in each event, etc. [https://www.kaggle.com/arjunprasadsarkhel/2021-olympics-in-tokyo](https://www.kaggle.com/arjunprasadsarkhel/2021-olympics-in-tokyo)",not_spam Germany is notoriously secretive when it comes to data. I was hoping someone could help me find building and land datasets for Germany... if this is even possible?,not_spam "Hey! Iโ€™ve been trying to find public data sets with this information, specifically for PA. However, I would also appreciate any data from other states",not_spam "If you are interested in COVID related text classification data, please have a look at the shared task **WEBSITE**:ย [http://noisy-text.github.io/2020/covid19tweet-task.html](http://noisy-text.github.io/2020/covid19tweet-task.html) **REGISTER**:ย [https://forms.gle/TEFbySkQoPCJzs8H6](https://forms.gle/TEFbySkQoPCJzs8H6) The dataset consists of 10K COVID English Tweets, including 4719 Tweets labeled as INFORMATIVE and 5281 Tweets labeled as UNINFORMATIVE, in which 8K Tweets are already released for training and validation. Although we provide a default training and validation split of the released data, participants are free to use this data in any way they find useful when training and tuning their systems, e.g. use a different split, perform cross-validation, and the like. **Short intro (*****copied*****):** The goals of our shared task are: (1) To develop a language processing task that potentially impacts research and downstream applications, and (2) To provide the community with a new dataset for identifying informative COVID-19 English Tweets. This shared task is to automatically identify whether a COVID-19 English Tweet is informative or not. Such informative Tweets provide information about recovered, suspected, confirmed and death cases as well as location or travel history of the cases. To be able to achieve the goals of this shared task, we construct a dataset of 10K COVID19 English tweets. We believe our dataset and systems developed for this shared task will be beneficial for the development of COVID-19 related monitoring systems.",not_spam "Hi I am working on a project and need penalty conceding, scoring odds for European football. Data could be of matches as well but its relatively easy to find rather penalties. Please help me. Thanks",not_spam "Are there any publicly available datasets about surrogacy (surrogate mothers, surrogacy centres, demand for services, anything)?",not_spam "Hi! To be really clear, I don't really know what I'm doing. I'm in an statistics course and still sort of getting my bearings. The first line of my assignment (which isn't even supposed to be the hard part, just the foundation to actually doing the work) is _For this assignment you will be using SPSS and the CCHS (full version) database._ I know what SPSS is, i have it installed, but where do i find the CCHS database? I've been looking for over two hours, i've found out what it stood for, and found pages talking about it, describing it, listing the questions and so on, but can't seem to find the dataset file that'll let me import the study into SPSS. ",not_spam "I am looking for QR code dataset containing captured images. Is there any such dataset available? &#x200B; Please let me know.",not_spam "I want information on the total value of all different asset classes and debts by country at least, and by intra-country regions if possible.",not_spam "I am working on a project to find the affect of temperature on Covid-19 virus,for that reason I made a repository on Countrywise weather data from the first outbreak of that country.I know its too early to conclude anything based on this dataset but i think the repository will help data analyst and scientist to understand the behaviour of Covid-19 virus better.Thank you. [Repository Link](https://github.com/mirsahib/Covid-19-WeatherData)",not_spam "I was wondering what would be the best method to approach acquiring the maximum amount of ecommerce data sets as I can. So I know Amazon does not share its sales data with anyone, and everyone out there is just using own algo to predict with a high accuracy, like helium10 etc. What I am interested in are data dumps as this one: [http://snap.stanford.edu/data/web-Amazon-links.html](http://snap.stanford.edu/data/web-Amazon-links.html) Its from 2013 or very old, but its still training data that I can use. I was wondering if anyone knew of other data dumps as such or api streams etc to receive such data. Is there any way to acquire other ecommerce and/or amazon sales data?",not_spam "I am looking for a dataset with around 0.5 million values, but these values are recorded over around 10 separate periods with the values being able to change within every period. Does anyone know where I can find such a dataset when I need that many values? I have looked at weather and stock datasets, but the values are only in the 1000s.",not_spam "Hello all, help needed or at least a push in the right direction for statistical data on pleasure crafts community (yachts, cruisers, etc.).",not_spam Is there any 'free' regional/district-level historical data available that has hourly points for last 8-10 years for cities like Seoul/Bangkok. I am specifically looking for districts like Seodaemun-gu in Seoul or Sala Daeng in Bangkok?,not_spam "We are building a chatbot, the goal of chatbot is to be a conversational mental-health based chatbot.We are looking for appropriate data set.If anyone can help us, if anyone can recommend some data sets that can suit for this purpose, we would be very grateful!",not_spam "For our most latest project at Dolthub, we used our bounty system to create the world's most comprehensive free, open-source dataset of US businesses. Our bounty participants collectively earned $10,000 for their work of scraping the data from as many official sources as possible. [Take a look at our database](https://www.dolthub.com/repositories/dolthub/us-businesses/data/master). Clone it, fork it, or use it however you want. Feel free to tell us if you found it useful, or how you might improve it. We wrote about our experience collecting this data on our blog: https://www.dolthub.com/blog/2021-11-03-us-businesses-bounty-retrospective/ Any feedback is welcome, we're active here.",not_spam "Hello everyone! I'm currently on a project where I need to build a Chatbot in French. I've looked online, and I didn't find a dialog or conversations dataset big enough that I can use. Any help or just an advice is welcome.",not_spam "Hello there r/dataset I am looking for the open source 1M recipies that these wonderful people ( [http://im2recipe.csail.mit.edu/](http://im2recipe.csail.mit.edu/) ) have created. However the official website seems to be under rework and the data set is unavailable. Does any one else know where I can get it in document format? Thank you very much",not_spam Can't seem to find an updated list of this anywhere. Even the Homeland site is extremely outdated.,not_spam "Hi all, The US Center for Disease Control has just publishedย [a time series](https://data.cdc.gov/Policy-Surveillance/U-S-State-and-Territorial-Public-Mask-Mandates-Fro/62d6-pm5i)ย of mask mandates at the county level between April 2020 and January 2021. In total, 264 million Americans were subject to a mask mandate in January, equivalent to 80% of the population. [https://dataisthenewoil.substack.com/p/data-is-the-new-oil-11022021-update](https://dataisthenewoil.substack.com/p/data-is-the-new-oil-11022021-update) https://preview.redd.it/8nhtpudkbxg61.png?width=1080&format=png&auto=webp&s=ac59d49edc1b4ce67f079e3267f7bb3ae16f33a4",not_spam "Due to an unfortunate mistake this year, Iโ€™ve lost all of my GIS data. Portfolios, maps, datasets are all gone! Iโ€™m trying to build my portfolio back up, and could use some dataset recommendations. Let me know what your favorite dataset is. It can be ANYTHING. I need to brush up on my mapping and my statistics, so sending anything at all my way would be much appreciated.",not_spam "Hi everyone, I am looking for two datasets. 1. Foodconsumption per product (after further processing. e.g. Cheese, Butter, Milk,) on a global scale. It would be interesting to see what kinds of products are eaten in the wolrd. 2. The composition of those products. It is important that the composition list is on a very detailed leve. (Phosphorus and Nitrogen must be included) &#x200B; I hope I do not violate the ""Low effort"" role with my post but I am not sure what I can add.If you have further questions, let me know. Best regards, &#x200B;",not_spam "Does anyone know if a histogram has been made on number of comments per thread? Does anyone know if there's a 200 comment ledge, where people stop commenting once it becomes unlikely that it will be shown to the average redditor?",not_spam Anyone know of a way I can get an itemized form of what I spend at most retailers / grocery stores? I sat in on a seminar where the speaker works at a company that aggregates itemized purchase history by CC number and provides analytics around that to manufacturers and retailers. I would like to get that information for my personal purchases.,not_spam "Hi, Question: What software/web browser/web page do you use to get macroeconomic data? How would you search for more complicated data? I am mainly focused on US data but there are some things that I could not find on [https://www.fedsearch.org](https://www.fedsearch.org/) and [https://search.bea.gov/](https://search.bea.gov/) usually they direct you to articles instead of charts. I don't usually write on Reddit, but I think, after wasting so much time trying to get the information on my own and not getting anywhere I think it's time to ask for help. I'm working on a final project for my University Degree and I would like to check, what I am reading actually is true looking at the charts. Sometimes the writers don't specify whether they are talking about nominal or real values and things like that. Even though I can get some of that information if I look extensively, I will spend most of my time checking facts rather than reading about them. And some charts I couldn't even get, for example, the purchase of US bonds of the Japanese Government throughout history. I have a friend that has access to the Bloomberg Terminal but I don't want to bother him every day.",not_spam "Hello everyone, i hope you are doing well. I have a collected dataset ( telecom equipment images ). And i need to clean them and extract information about the dataset. Quality control, statistics about them. So could you help me with articles or adviced to better prepare the data cleaning. Thanks in advance.",not_spam "I am searching for a fairly large dataset of faces (just one facial shot), if possible with the first name of the person. Any idea where I could find one? ",not_spam "I am interested in studying dialog in multiple modalities, such as spoken and via computer-mediated chat. While I am aware of many corpora in this area, I have been unable to find one with timestamp information. This information could be: * Utterance timing for a spoken dialog, such as when an utterance begins and/or ends. * For a keystroke-based dialog, timing on when an utterance begins/ends, and/or possibly the timing of each individual keystroke. Is anyone aware of a dataset that contains this type of information?",not_spam "I already have a dataset of subtitles, but it's not reliably annotated for scene boundaries. I'm imagining something like a list of line indices for scene boundaries. Anyone know of anything?",not_spam "I want data sets for linear , exponential and all other types of distribution. can you please provide the link.",not_spam "I need to perform some machine learning algorithms on a data set that contains cloud providers' performance. I need some of the following information : availability, input/output per second, max restore time, processing time, latency with internal compute resource,... I'm already simulating this data, but I need data of real cloud providers and for some users in long time. Few numbers that show the average of those metrics won't do. I need a detailed and large data set. Is there a chance that any company provides such data?",not_spam "I'm looking for very short descriptions of biographic events and the exact dates for a lot of widely known people such as celebrities, business or tech leaders, politicians, etc. E.g: ""09/14/1973: Bill Gates enrolls at Harvard"" ""01/01/1979: Bill Gates moves to Washington DC"" ""01/02/2014: Bill Gates steps down as CEO from Microsoft"" Bonus would be if there was additionally a short description of roughly 50-200 words. Is there a database for this? Are there databases for at least some widely known people (e.g. only politicians or only musicians)?",not_spam "Tried ntsb.gov, but looks like it has U.S. only data.",not_spam "I would like to have a dataset of buildings/blocks that has their coordinates, and their size. Optionally, their designation, too. (e.g. stores+apartments) Is there maybe a ""maps"" project that I can download this data from? Thanks!",not_spam "Hello. I am looking for some interesting and relatively new datasets for regression, classification etc. Preferably tabular data. Also, in case you could share with me some non-public datasets, that would be perfect. I need these for my research. P.S. I looked at UCI repository datasets already",not_spam "Hopefully with a ""success"" attribute, such as funding, founding, length of survival.",not_spam Anyone have anything for this? I have searched the sub but didn't find anything. Please and thanks!,not_spam "Hi everyone, Im not sure if this is the right place, but Im look for any data containing predictions that people have made about the outcomes of an event, and whether the outcome occurred. Ideally the data would be organized so that it is possible to evaluate an individual participant's prediction accuracy. Let me know if you can help, or if theres anything I can clarify about the data Im looking for. ",not_spam "Hi this might be easy to find but for some reason I can't find it, looking for a yearly global dataset for covid any help or tips would be greatly appreciated!",not_spam "Hello everyone. I am trying to do an analysis on what kinds of models bookies use to make over/under bets. If anyone knows where I can find historical over/under bets for games from any sportsbook, I'd appreciate it. Ideal data would be over/unders on total rushing yards for games. I tried to do some digging, but didn't have much luck.",not_spam "I am new to machine learning and currently working towards building my skills in the NLP domain. I am looking for a medium sized dataset of product reviews (to run on my laptop) which contains at least 2 columns , 1- product review (short text description and 2- Is this a positive or negative review ( 1,0). Please let me know where can I find such a dataset ? Big thanks for your help.",not_spam "I'm making a customer support chatbot, I could use some guidance on where I could find a dataset containing interactions between a customer and a CSR. Thanks!",not_spam "Hi i am trying to datasets on airline industry like airlines routes , revenue, operation revenues etc. &#x200B; Any help is appreciated",not_spam "Hello, for my thesis i am working with tobins q as a variable. Besides extracting the components from datastream to compute tobins q myself, does anyone know if tobins q is readily in datastream?",not_spam " Hi, I'm looking to represent my data set using graphs. How would you use the following graph layouts? In what situations would I use the following layouts?: 1. Spring Layout 2) Kamada Kawai 3) Shell ([https://networkx.github.io/documentation/networkx-1.10/reference/generated/networkx.drawing.layout.shell\_layout.html](https://networkx.github.io/documentation/networkx-1.10/reference/generated/networkx.drawing.layout.shell_layout.html)) Also, what is the significance of the distance between nodes in each? &#x200B; Thank you so much!",not_spam "I need a dataset that will show the density of cell phone users geographically. Ideally, I'd like to compare this with the number of people that have texting enabled on their phones by area. Thanks for your help!",not_spam "This is the first time I deal with twitter API, and I wonder if I could first filter tweets that got a specific hashtag with high engagement(for example 10k or above), or with users that have many followers, then download the information? Thank you!",not_spam "I'm a total beginner in ML and want to practice a bit, but I'm struggling with finding datasets for every ML algorithm I learn. I'm not in a stage where I can go and download a dataset of something that's interesting to me then decide which algorithm to use, I need to do it the other way around, decide which algorithm then find the dataset. Any advice please?",not_spam "I've played around with the NLS Data ([https://www.nlsinfo.org/](https://www.nlsinfo.org/)) and the Wisconsin Longitudinal Study ([https://www.ssc.wisc.edu/wlsresearch/](https://www.ssc.wisc.edu/wlsresearch/)), but neither one gets as granular about the job functions in each role as I'm looking for. I'm interested in exploring the changes in an individual's job roles & responsibilities over time (i.e. are they doing mostly technical functions, managerial functions, both, etc.), and looking for any differences that may exist between gender and race categories. Any idea if something like that exists?",not_spam " Hello All, I am a student from University of Waterloo, collecting data through a short survey for my project in the Big Data Analytics course. I would be very grateful if you all could spare five minutes of your time to fill up the survey sheet in the link below. [https://docs.google.com/forms/d/e/1FAIpQLSel8I1E2IL9L4N2VvgrZ16N3iOwb9gXWSvKt6WA4TkTLc9GIQ/viewform?vc=0&c=0&w=1](https://docs.google.com/forms/d/e/1FAIpQLSel8I1E2IL9L4N2VvgrZ16N3iOwb9gXWSvKt6WA4TkTLc9GIQ/viewform?vc=0&c=0&w=1) Note: This is solely for the purpose of academics and all the information are kept in strict confidentiality. Thanks in advance :)",not_spam "Is there a dataset/resource that measures humans decisions on what words in the text are most important for a machine learning task? I'm interested in textual entailment, but any task would be useful! The use-case here is building a better saliency map. There are a lot of methods out there (attention maps, simple gradients, smoothgrad, integrated gradients, etc...) and all of the papers show examples of a given map. However, none of them that I found have a dataset of human responses as a ""gold-standard"".",not_spam "Does anyone know a bit about Excel and working with data? I want to search for football records in football data sets from different leagues. For example, what can be done with the [La Liga data set from all rounds ever?](https://drive.google.com/file/d/1Bwc1F5HuNG1GJX16cTJhIW8j-lNvcfuQ/view?usp=sharing) I can look up stats in Excel Pivot like biggest point difference between 2 teams ever or other small stuff. If I learn to look up more kind of records I can do the same for other leagues. For example, what is the biggest point disadvantage that was ever caught up? How would I go about finding that out? [Here is a visual interactive representation of the data](https://public.tableau.com/views/LaLiga-roundforround1928-2017/Selectcategory-crest?:embed=y&:display_count=yes) that you can play around with. I still need to add much more to it and add comparison options to it so that 2 teams can be compared in that a number of the biggest and smallest difference will appear on screen when 2 teams and stats are selected.",not_spam [referencereference.com](https://referencereference.com) used to be a website that has free animation reference videos. The website disappeared about 2 years ago and I was wondering if any one here grabbed the files before the site went offline? ,not_spam "I'm looking at data integration and warehousing and I would like to carry out a proof of concept using a transactional, highly normalised database or dataset. I know that there are sample databases like Northwind and AdventureWorks but they are, quite frankly, extremely boring, and I would like to see if I can use something more interesting. Most of the datasets that I have found on Kaggle or on this sub consist of one or two files and are, in effect, already denormalised. Do you know of any datasets that are normalised or any sample databases that I can download that contain real data? It really can be any subject.",not_spam "From a [press release](https://www.prnewswire.com/news-releases/knight-commission-unveils-new-college-sports-financial-database-300808816.html): In an effort to inject more financial transparency into college sports, the Knight Commission on Intercollegiate Athletics has unveiled a revamped and innovative [College Athletics Financial Information (CAFI) Database](http://cafidatabase.knightcommission.org/). The new resource provides unprecedented access to athletics revenues, expenses, and debt as well as institution-wide academic spending for more than 220 public NCAA Division I colleges and universities dating back to 2005. The free, open-access database provides telling documentation of major college sports finances, at a time when institutions face lawsuits to direct more financial benefits to student-athletes. For the first time, database users are able to view rich graphics that demonstrate, by institution, conference or competitive subdivision, ""Where the Money Comes From"" and ""Where the Money Goes"" in college sports.",not_spam I have been searching on google for hours but i cant find any. I want to see the percentage of patients that are under IV therapy and are able walk with and without an attendant.,not_spam " I want to scrape massive amounts of google trends data (i.e. 1800 requests for about 5000 keywords) I've tried using proxy-cheap, but based on its performance so far, the total cost will tally up to be alot (around $5000). Does anyone know a cheaper alternative to this or another method that could help make this solution cheaper or know somewhere I could find an already cleaned dataset online?",not_spam "I know the [The Guardian has a Content API](http://explorer.content.guardianapis.com/?api-key=test) which is a great start, but I'm looking for something similar for other news sources. A raw dump of news articles would be fine as well.",not_spam "Find it here: [https://www.dolthub.com/repositories/Liquidata/cannabis-testing-wa/data/master/tests](https://www.dolthub.com/repositories/Liquidata/cannabis-testing-wa/data/master/tests) Enjoy, and share any interesting analysis! Strongest strains of weed: ``` doltsql> select test_strain, avg(thc_max) from tests where inventory_type = 'Flower Lot' group by 1 order by 2 desc limit 20; +----------------------------+--------------------+ | test_strain | AVG(tests.thc_max) | +----------------------------+--------------------+ | Liberty Haze 00016 | 37.80834 | | Liberty Haze 00027 | 37.300564 | | Liberty Haze 00022 | 36.47355 | | Liberty Haze 00025 | 35.974540000000005 | | BD_7_16-11-02 | 35.4394 | | Kosher Tangie #8 | 34.7292 | | Liberty Haze 00020 | 34.18342 | | WIFI_8_16-09-02 | 33.5982 | | Liberty Haze 00026 | 33.49863833333333 | | Grape OG #2 | 32.995 | | OREG_T6_16.04.27 | 32.62886666666667 | | Tangie Land | 32.5347 | | Bubba Kush 00010 | 32.485366666666664 | | Fruity Pebbles OG | 32.4271 | | Kosher Kush 00005 | 32.263335 | | CANTELOPE | 31.7811 | | Liberty Haze 00021 | 31.76712857142857 | | Liberty Haze 00013 | 31.7639 | | GGLU_T03_16.12.26 | 31.749850000000002 | | WIFI25 x ACHEM | 31.7303 | +----------------------------+--------------------+ ``` Most CBD weed: ``` doltsql> select test_strain, avg(cbd_max) from tests where inventory_type = 'Flower Lot' group by 1 order by 2 desc limit 20; +--------------------------------+--------------------+ | test_strain | AVG(tests.cbd_max) | +--------------------------------+--------------------+ | Tangerine Haze | 25 | | WIFI OG | 24.9068 | | TSUN_T28_16.06.05 | 24.601200000000002 | | TSUN_T1_16.07.11 | 24.366666666666664 | | B2C x DUT #1 | 23.9421 | | B2C x DUT #9 | 23.1528 | | TSUN_T27_16.02.04 | 20.475 | | TSUN_T25_16.02.05 | 20.3 | | B2C x DUT #13 | 19.8202 | | QR - IH - CBD Skunk Haze - 703 | 19.5571 | | harlequin tsunami | 19.254 | | Baker AC/DC | 18.929576470588238 | | Harli-Sue CBD | 18.78567 | | Valentine | 18.6 | | TSUN_T12_16.07.31 | 18.133333333333336 | | HarleTsu | 18.0662 | | The Trident | 17.9892 | | Daybreak | 17.9023 | | Pine Tsunami CG | 17.8 | | Mad Green Tsunami | 17.509999999999998 | +--------------------------------+--------------------+ ``` Highest total measured cannabinoids: ``` doltsql> select test_strain, avg(thc_max) + avg(cbd_max) as total_cannabinoids from tests where inventory_type = 'Flower Lot' group by 1 order by 2 desc limit 20; +--------------------------------+--------------------+ | test_strain | total_cannabinoids | +--------------------------------+--------------------+ | Tangerine Haze | 42.4299 | | WIFI OG | 42.2682 | | Liberty Haze 00016 | 37.90434 | | Liberty Haze 00027 | 37.300564 | | Liberty Haze 00022 | 36.63855 | | Liberty Haze 00025 | 35.974540000000005 | | BD_7_16-11-02 | 35.4394 | | Kosher Tangie #8 | 34.7292 | | Liberty Haze 00020 | 34.45173 | | B2C x DUT #9 | 33.9613 | | WIFI_8_16-09-02 | 33.5982 | | B2C x DUT #1 | 33.5752 | | Liberty Haze 00026 | 33.49863833333333 | | Grape OG #2 | 32.995 | | QR - IH - CBD Skunk Haze - 703 | 32.9688 | | OREG_T6_16.04.27 | 32.62886666666667 | | Tangie Land | 32.5347 | | Bubba Kush 00010 | 32.485366666666664 | | Fruity Pebbles OG | 32.4271 | | CANTELOPE | 32.394999999999996 | +--------------------------------+--------------------+ ``` Strongest weed with a leafly page: ``` doltsql> select leafly_strain, avg(thc_max) from tests where inventory_type = 'Flower Lot' group by 1 order by 2 desc limit 20; +---------------------+--------------------+ | leafly_strain | AVG(tests.thc_max) | +---------------------+--------------------+ | alpine-star | 28.81817 | | white-99 | 28.59438176470588 | | el-jeffe | 28.5223 | | malawi | 27.88985642857143 | | paris-og | 27.6223 | | og-chem | 27.253358800461385 | | wonder-kid | 26.65421111111111 | | liberty-haze | 26.52800166666666 | | ambrosia | 26.48949090909091 | | jack-wreck | 26.076355217391303 | | confidential-cheese | 25.941034482758624 | | larry-bird-kush | 25.72 | | white-og | 25.54674 | | og-poison | 25.509155999999997 | | purple-headband | 25.38948 | | bell-ringer | 25.28390909090909 | | red-congolese | 25.2778 | | orange-diesel | 25.2576 | | tina-danza | 25.252827272727277 | | blackberry-chem-og | 25.207578468468466 | +---------------------+--------------------+ ```",not_spam "Hello. I'm working on a research project for text summarization and was wondering if anyone knew of some datasets other than the CNN/DailMail, WikiSum, DUC. The main reason I'm asking is because it seems that for abstractive summarization work, the majority use the CNN/DailyMail dataset as a means of comparison. However, (at least in my view) this dataset doesn't offer very high-quality labels and was wondering what kind of other datasets were out there. Any tips are appreciated. Thanks in advance.",not_spam "Hello reddit peeps. I am using the common BIO tagging method to tag words in a sentence. I have structured my data in two lists list a contains the sentence that needs to be tagged listA --> \[text\] and listB is a list of words contained within the sentence that needs to be tagged listB--->\[worda, wordb, wordc,....etc\]. Now i have looked for open source solutions but none seem to quite work, so i wrote my own and it works fine for English language but not for Spanish or other languages. (DM will send the gist link) Does anyone know how to solve this????",not_spam "My coworker won't stop watching Maury on his lunch breaks. I'm wondering if it is even possible to scrape this information. [IMDB](https://www.imdb.com/title/tt0120986/episodes) has a few names in some of the episode descriptions but no results. I think this could result in an interesting Data is Beautiful.",not_spam "I'm trying to calculate the beta of a stock, should I use bias=True or False for covariance? In numpy, bias=True means ddof=0 which means divided by N, when it's the default false it means ddof=1 which means divided by N-1, I've tested both on a bunch of stocks, it matches some of them from yahoo finance, like half and half for each bias True vs False. So I'm not sure which formula I should use.",not_spam "http://www.bls.gov/data/inflation_calculator.htm Pretty much a way to have the data from this calculator in table form without writing it all out.",not_spam "I'm looking for a free API, without having to enter payment details, because it's for a class project (similar to Utelly or Reelgood) for checking, given a TV show, in which services (Netflix, HBO, etc) is available to watch. Thank you.",not_spam "Hello all! First time posting here. Does anyone know where I can find datasets on active physicians within the US (including their location/speciality)? I would also like datasets on Nurse Practitioners and Physician Assistants. Thanks! AyeTown",not_spam "I'm putting together a study of historical trends in mass killings. (Are they getting more or less common, where are they a bigger problem, etc.) Does anyone know of a comprehensive data set of mass murders over the past couple decades in developed countries? I can find lots on mass killings within the US, and a semi-decent amount on mass _shootings_ in a handful of developed countries, but nothing internationally comprehensive for mass murders by all weapons. Even data from just about 10 developed countries would be useful. Anyone know a high-quality source? The columns I'm looking for are date, country, death toll, and weapon type.",not_spam I'm talking about city-data.com,not_spam "Hey guys, &#x200B; I am currently writing on my bachelor thesis and I am looking for data showing the development of the German Mittelstand or SMEs from 1945 until today as well as some literature covering that topic. I would be really glad for any help. Thanks!",not_spam "Has anyone had any luck finding a dataset to track live big business land and corp. real estate purchases? for example, i'd like to be able to identify where best buy is building their newest stores.",not_spam "Hey guys I need a data set that is as current as possible for game releases, their maturity level, and date of release. &#x200B; I have seen the video game sales data set but there isnt very current data there for the past 5 years. I need to see the counts basically of how many games of each rating have been released in the last years. &#x200B; Any guidance is much appreciated, thanks guys",not_spam Hi all - I'm deep in a machine learning project at school and I'm looking for a dataset of geotagged photos from around the world for training. I've looked at the flickr developer's api and I'm sure I would be able to scrape together a dataset with multiple requests and some algorithm to format all the data together... but I'm wondering if anyone here knows of an already existing dataset. I've downloaded the mirflickr dataset but the vast majority of the photos aren't geotagged.,not_spam Do any one have a list? The website is not very helpful.,not_spam just want to ask if anyone here knows where can i get the data files (zipped files) contained in this site (http://cdo.ncdc.noaa.gov/qclcd_ascii/)? this site is currently down right now. I just need some zip files for testing purposes.,not_spam "Hi everyone! Next Monday (8 March) a team from the Digital Collections Programme at the Natural History Museum, London will be doing an AMA on r/datasets. Our mission is to create digital records of the 80 million specimens in the Museum's collections and release their data to the world, and youโ€™ll be able to ask us anything about it! When: **Monday 8 March, 16.00-18.00 UTC** Find out more about the Digital Collections Programme: [https://www.nhm.ac.uk/our-science/our-work/digital-collections/digital-collections-programme.html](https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.nhm.ac.uk%2Four-science%2Four-work%2Fdigital-collections%2Fdigital-collections-programme.html&data=04%7C01%7Cl.jacklin%40nhm.ac.uk%7C4178ce2199f9442186c508d8dcdafbc4%7C73a29c014e78437fa0d4c8553e1960c1%7C1%7C0%7C637502180389941107%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=NmpmPxs%2B8f4e7ZdcwHnvxeHhzIeVNnX0REBZns1d9O8%3D&reserved=0) Looking forward to seeing you then!",not_spam "Hey all, I am looking to see if anyone has already compiled a list of magic the gathering decks, preferably in the MTGO format. I've seen plenty of places online to download the decks one at a time but no dumps of decks from what I can find. If anyone knows where I can find such a beast without having to scrape it from some sites that would be awesome! Thanks for the help.",not_spam "Does anyone know of any comprehensive datasets relating to TCM? Especially as it relates to symptoms / patterns of disharmony. Iโ€™ve been looking but havenโ€™t been able to find anything substantial. Thanks for any help!",not_spam "I'm looking for any datasets that have images of vehicles during the manufacturing process. If anyone could point me in the right direction that would be great. To be more transparent, they should not be assembled cars.",not_spam "Hi y'all; I'm looking at the Reddit public datasets on BigQuery and I can't seem to find data for the following (even though columns exist for them): \- Downvotes \- Quarantined &#x200B; Any thoughts?",not_spam "Hello, What's Flat Data? > Flat explores how to make it easy to work with data in git and GitHub. > It builds on the ""git scraping"" approach pioneered by Simon Willison > to offer a simple pattern for bringing working datasets into your repositories > and versioning them, because developing against local datasets is faster and > easier than working with data over the wire. > > (Source: [Flata Data - GitHub Office of the CTO](https://octo.github.com/projects/flat-data)) For a long running real-world example following the flat data ""git scraping"" approach even before Simon Willison pioneered the approach allow me to highlight the [/factbook.json](https://github.com/factbook/factbook.json) datasets. The 260 country profile datasets get auto-updated twice a month (on the 1st and 15th) via the [/factbook](https://github.com/factbook/factbook) scripts for easy (re)use and offline world data exploration. What's your take on Flat Data? Do you know (or use) any datasets via git and GitHub?",not_spam "Essentially, my project aims to compare the frontal-views of parents and their children, but if anyone knows a dataset of 3D scans of faces, that would also be much appreciated.",not_spam "Looking for global data in order to analyse optimal locations for wind and solar farms. I've found datasets in GeoTiff format but don't know how to use them. Perhaps would anyone be able to suggest how to extract underlying data from GeoTiff files (e.g. PV potential values for corresponding lat/long)?",not_spam "Looking at data on [census.gov](https://census.gov). Trying to come up with a way to find median age by city, but have a filter of population floor. So all over x amount of people. Would like to rank them. I figured out a way to do all cities in a state with no population filter, but the wider view fails for too many records.",not_spam "Hello everyone, I'd like to know which sites can I consult for health dataset, such like blood parameters in case of tumors, Alzheimer's parameters in blood (or other health parameters), and so on. Thanks in advance.",not_spam Iโ€™m looking for historical MLS data for Salt Lake City. Itโ€™s proven hard to find. Any suggestions?,not_spam "Hello everyone, I was wondering if someone knows where/if the ""nr of deaths during the current year"" stats can be found? Specifically, I'd like to compare ""nr of deaths during the the same period last year in Italy"" VS ""nr of deaths in 2020 in Italy"". The first part of the data can be found rather easily, but I'm strugling with the second part, as with all this COVID craziness it seems impossible to find anything else but COVID stats.",not_spam I am working on a project where I have to create a classifier that takes as input an image with a door or a window and decide if it is open or closed (possibly partially open also). I did some research and there seems to be a number of papers that treat this subject (especially for doors) but I haven't yet found a dataset I can use to create my solution. So if any one has (knows about) a dataset that might be useful in my case I would appreciate that.,not_spam "I have found good sources for country population data, but does anyone know where to find data for cities and/or provinces outside of the United States? I don't mind if it's something I have to pay for.",not_spam "I want to explore some data with included location. [This graph for example](https://github.com/mnd-af/src/blob/master/2017/06/04/Uber%20Data%20Analysis.ipynb), came from a huge datasets of uber cars / drivers. Jupyter Lab has never seen a map of New York in its entire life and still it was able to print it, just by data of where the cars often are. [New York with Uber data](https://preview.redd.it/vrzaux24d6n51.png?width=1175&format=png&auto=webp&s=4dd2957a3a24839f9f519297d233fb2ca999e34a) Anyway. If you know something let me know.",not_spam "[political ads on google and partner parties](https://transparencyreport.google.com/political-ads/library) [facebook political ads from NYU researchers](https://github.com/online-pol-ads/FBPoliticalAds) [propublica ads database](https://www.propublica.org/datastore/dataset/political-advertisements-from-facebook) โ€‹ credit:[Data is plural Jeremy Singer-vine](https://tinyletter.com/data-is-plural)",not_spam "I have two different options on what major I can go into. These are either IT or management information systems Computer science is a no go. I've been hearing a lot online lately that I don't need a special IT major to go into the IT field. I want to know out of these two majors which skills I learn in them will I need to learn in college because I have been hearing a lot lately that you can learn IT skills online or on the job. So I want yo make sure I get my money's worth for going to school. I already completed my business classes and they count for both degrees. The MIS/ classes skills I will learn are data analytics, project management, data warehousing, Rapid application development, social media management, business intelligence, ETl, business analytics, data analytics, system analysis, and database management systemss The IT skills/ classes are IT Project Management, networking and telecommunications, software applications, infrastructure science integrations, information security, cyber forensics, information security, web performing monitoring, html, Java script, OOD, CSS, troubleshooting, data organization, and system analysis. As for what careers I want to pursue business intelligence analyst, web administrator, some form of IT manager, and Search marketing strategist. Which one should I go for?",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome. ",not_spam I've been looking at the ACS community survey - in particual table [B04001](http://factfinder.census.gov/faces/tableservices/jsf/pages/productview.xhtml?pid=ACS_05_EST_B04001&prodType=table) which gives the number of people with given first ancestry. The issue is that if you look at the actual ancestry options a lot of countries (for example China or Mexico) are missing. Does anyone know where to find ancestry data on Americans originally from Asia and Central America?,not_spam "Hello, so I'm currently writing my thesis about measuring radon activity in enclosed spaces and I'm wondering if there are some datasets or sites that provide radon (and its byproducts) measurement over long periods, like years, in a same location to compare those to results I got from literature and samples I can take myself? I'm looking for resources like, maybe samples taken by some Uni, or maybe some privately to finally get some fancy graphs.",not_spam "Hey all I am looking for data sets pertaining to cybersecurity. I am planning on doing a project involving cyber security and machine learning. P.s don't send spam vs ham dataset.",not_spam "I've never used Cameo before so I'm not sure what considerations I'd have to make if I'm looking to scrape this data for myself. Do prices frequently change? Are celebrities grouped in a meaningful way? Or better yet, has someone already collected this data / does the company offer an API? I didn't come across any in my (admittedly very basic) research.",not_spam "Hi, I currently work on map structure prediction so given a partial observation of the map i search to predict the structure of some region a didn't observe yet. To do so i need a dataset of map/floorplan/structured maze in order to build my dataset but all the floorplan/maze i found are not structured \(generated randomly which is useless for my research\) or their are available only in pdf which is not the best format for extracting coordinates of walls. Ideally, i would like to find structured maps that could be represented as a matrix of 0s and 1s \(empty = 0, wall = 1\) but its very important for those map to be structured, to describe a structured scene that we could see in the real world Thanks you !",not_spam " How to get dataset for job scheduling in cloud computing environment (arrival time, execution time, waiting time ...) ; In order to test mathematically a new job scheduling algorithm for cloud computing environment. ",not_spam "Hey guys, I have found plenty of dataset descriptions and studies about the ACHIKO-M dataset of Iris/Fundus images to detect myopia (have a look: [https://oar.a-star.edu.sg/jspui/bitstream/123456789/2040/1/ACHIKO-M%20Database%20for%20high%20myopia%20analysis%20and%20its%20evaluation.pdf](https://oar.a-star.edu.sg/jspui/bitstream/123456789/2040/1/ACHIKO-M%20Database%20for%20high%20myopia%20analysis%20and%20its%20evaluation.pdf)). What I couldn't find, however, was the actual link to download the dataset. Does anyone have this dataset available to them?",not_spam "Hi everyone, I'm working on a Data Analytics project for school and I'm trying to dig up lottery ticket sales datasets for the United States. Powerball would be preferred but any lottery ticket sales info would help. So far I've only found [this](http://www.naspl.org/index.cfm?fuseaction=content&menuid=17&pageid=1025) but I need more info. Thank you!",not_spam "I am working on the Red Rot classifier. It is a disease found in sugarcane. I have captured about 400 images of unhealthy sugarcane and 200 healthy ones. I plan to use augmentation on the images to get it up to 1000 total. But it would be better to find more images related to it. One more thing is that I don't know what ratio to use between healthy and unhealthy images. Any help would be appreciated.",not_spam Hi! I'd like to learn a little bit about calculating Customer Lifetime Value using survival analysis and Buy 'Til You Die models. Anyone have a sqmple dataset to play around with? Thanks!,not_spam "Hi all, This is my first Reddit post ever! I'm a rising senior looking to break into the data analytics industry and hopefully transition into the data science industry in 4-5 years. As you might surmise, I'll need to engage in projects where I wrangle, visualize data, and report insights from said data. To do so, I'll need datasets and I'll need to ask interesting questions. I'm new to the dataset world, and I came to share where I've heard to look for datasets, but also ask where you guys typically go to find data sets. (I know the place to go might vary depending on the kind of question I am asking.) As per this article, [https://www.kdnuggets.com/2020/04/best-sites-datasets-data-science.html](https://www.kdnuggets.com/2020/04/best-sites-datasets-data-science.html)? , and 10+ conversations with people who have been in the data analytics industry for 2+ years, I've learned to go to: [https://www.kaggle.com/](https://www.kaggle.com/) [https://datasetsearch.research.google.com/](https://datasetsearch.research.google.com/) and [https://www.data.gov/](https://www.data.gov/) . Have any other suggestions? Also, feel free to comment about your process of asking interesting questions about data sets. Also, feel free to drop a comment including an example of a real example of a data set you've used and some questions you've asked about them! My goal is to get exposure to others who've frequently worked with datasets and their processes. p.s. yes, my username is related to my real life identity. I like the idea of transparency on the internet! My name is Iftikhar and if you are passionate about datasets and data driven insights, please feel free to e-mail me at [iramnand@hamilton.edu](mailto:iramnand@hamilton.edu) or connect with me on LinkedIn.",not_spam "I need concept breakdown of things learned throughout schooling. Anything grade-wise also works. Basically I want a dataset of all the concepts learned through education in some kind of hierarchy. Some sort of concept map or something. Any pointers would be great help! ",not_spam What can be a suitable topic for a regression modelling using Ordinary Least Square method?,not_spam I'm looking to compare for example a country like Japan vs America in obesity rates and look at the surrounding area to see if there are any correlations between public places and obesity. It's probably allready been done but it's for a school project.,not_spam "I'd be interested in analyzing how written english has evolved over time, so this would be a great dataset to find. :')",not_spam I'm looking for data on how many businesses closed after the pandemic began last year in each US state.,not_spam "I'm working on a project which I'm trying to complete before I start back at college in about a week (beginning of September). I'm looking for a dataset/datasets (preferably CSV) of trivia questions (English only please) with answers, instead of writing them myself. I have 200,000+ Jeopardy! Questions [https://data.world/](https://data.world/), but they are a little dated and not quite what I was after.",not_spam "What would you find interesting to compare with data on homicide and/or suicide as cause of death? I want to use some eurostat data to create visualisations for a study project and looking for an interesting angle. I know I can find some random correlations with many statistics, but I'm not necessarily looking for those. Just something interesting to consider when talking about these causes of death. Alternatively, I'm also considering using data on passport power (how many countries a holder can enter without any visa). Again, this will unsurprisingly correlate nicely with many economic factors, but I'm trying to think of someting less obvious and got stuck.",not_spam "Google Playstore Dataset now updated with 600k+ Applications and 23 attributes. Available in Kaggle: [https://www.kaggle.com/gauthamp10/google-playstore-apps](https://www.kaggle.com/gauthamp10/google-playstore-apps)",not_spam "Is there an image based dataset for rumor detection? I'm particularly interested in images with a label saying whether it is a rumor or not. If there isn't any, are there any good sources to mine data from? TIA.",not_spam "Hi all, I am looking for a dataset which contains images of faces captured at different angles. I have found a dataset at [http://www-prima.inrialpes.fr/perso/Gourier/Faces/HPDatabase.html](http://www-prima.inrialpes.fr/perso/Gourier/Faces/HPDatabase.html) which contains face images at different angles, but, the angle is limited to 180 degrees. I want a dataset which has 360 degree view of faces.",not_spam "I'm new to data science, so I understand there may be a better way to do this, but I would simply like to find similar sentences in a document given one sentence. This is a lot like QA datasets; however instead of a question, its a sentence with a similar idea to the target sentence. For instance, given the line ""In general, the first ten amendments, known collectively as the Bill of Rights"" (from the [Constitution of the US](https://en.wikipedia.org/wiki/Constitution_of_the_United_States) Wikipedia page), and the Wikipedia page for [History of the US Constitution](https://en.wikipedia.org/wiki/History_of_the_United_States_Constitution#Ratification_of_the_Constitution), the line in the History of the US Constitution page, ""These first ten Amendments became known as the Bill of Rights."" would be the label because these two sentences are ideologically similar. Sorry, if I just do not know the name of this type of dataset, or there is an easier way to this, and thank you for your time!",not_spam There is one dataset on kaggle which is from a Mexican website. Any dataset apart from that?,not_spam "I teach AP Statistics and we are conducting a pumpkin lab. The students are bringing in pumpkins and collecting metrics (height, circumference, weight, number of seeds, anything the students can think of) and then making scatter plots trying to find correlations. I literally have a trunk full of 20 pumpkins I am bringing in. I am looking forward to doing some multi-variable regression of my own, even though that is not part of this introduction course. **I was wondering if there are any metrics that are not obvious (height, circumference, weight, number of seeds, number of/length of the rivets) that we should collect?** The students will brainstorm a list of metrics but I wanted to see what you all would be interested in . We should have data on 45 pumpkins by the end of the week. I will make the data set available here once it's collected. ",not_spam Looking for 3D models and associated multi-view images captured using iphone's LIDAR sensors.,not_spam "I have found plenty of datasets for MMOs and such, but these games require users to have unique name choices. I am looking instead for a dataset of non-unique name choices, such as in single player games.",not_spam "I try to predict the weather with a dataset of average temperatures in Berlin from 1980 until now. Link to the website: [https://oikolab.com](https://oikolab.com) . In the image I provided down below, you can see that the predicition is a linear graph, but it shouldnยดt, what do I do wrong (LSTM-Model) &#x200B; &#x200B; def train_weather_model(): weather_data = pd.read_csv(""Berlin-Wetter.csv"", low_memory=False, names=[""datum"", ""temperatur""]) x = weather_data[""datum""] y = weather_data[""temperatur""] dates = [] temps = [] a = 0 for date, temp in zip(x, y): a += 1 if a > 1: dates.append(float(date.replace(""-"", """").replace("":"", """").replace("" "", """"))) temps.append(float(temp)) inputDim = 1 # takes variable 'x' outputDim = 1 # takes variable 'y' learningRate = 0.01 epochs = 2000 model = WeatherModel(inputDim, outputDim) dates = np.asarray(dates, dtype=np.float32) temps = np.asarray(temps, dtype=np.float32) # norm = np.linalg.norm(dates) dates = dates / norm dates = dates.reshape(-1, 1) temps = temps.reshape(-1, 1) criterion = nn.MSELoss() optimizer = optim.SGD(model.parameters(), lr=learningRate) print(""HELLO"") for epoch in range(epochs): print(""Step 1"") optimizer.zero_grad() # Converting inputs and labels to Variable inputs = Variable(torch.from_numpy(dates)) labels = Variable(torch.from_numpy(temps)) print(""Step 2"") print(inputs.size()) # Clear gradient buffers because we don't want any gradient from previous epoch to carry forward, dont want to cummulate gradients # get output from the model, given the inputs outputs = model(inputs) print(""Step 3"") print(outputs.size()) print(labels.size()) # get loss for the predicted output loss = criterion(outputs, labels) # get gradients w.r.t to parameters loss.backward(retain_graph=True) print(""Step 4"") # update parameters optimizer.step() print(""Step 5"") print('epoch {}, loss {}'.format(epoch, loss.item())) data = { ""model_state"": model.state_dict(), ""input_size"": inputDim, ""output_size"": outputDim, } FILE = ""Terra-Weather.pth"" torch.save(data, FILE) print(f""Training complete! Model named {FILE} saved."") with torch.no_grad(): # we don't need gradients in the testing phase predicted = model(Variable(torch.from_numpy(dates))).data.numpy() print(predicted) plt.plot(dates, temps, 'go', label='True data') plt.plot(dates, predicted, '--', label='Predictions') plt.legend(loc='best') plt.show() &#x200B; class LSTM(nn.Module): def __init__(self, input_size=1, hidden_layer_size=1, output_size=1): super().__init__() self.hidden_layer_size = hidden_layer_size self.lstm = nn.LSTM(input_size, hidden_layer_size) self.linear = nn.Linear(hidden_layer_size, output_size) self.hidden_cell = (torch.zeros(1,1,self.hidden_layer_size), torch.zeros(1,1,self.hidden_layer_size)) def forward(self, input_seq): lstm_out, self.hidden_cell = self.lstm(input_seq.view(len(input_seq) ,1, -1), self.hidden_cell) predictions = self.linear(lstm_out.view(len(input_seq), -1)) return predictions &#x200B; &#x200B; https://preview.redd.it/cx7ozr2fkfk51.png?width=640&format=png&auto=webp&s=db2b19f85564ee078226d11aac839c52f7fd156f",not_spam "I've searched on the internet but could not find the number of people hospitalized due to COVID-19 per country. Does anyone know where I can get this data, or if it is even possible to obtain? (Ideal would be the number daily and not the total)",not_spam "Hi, everyone! I am looking for a dataset of drug consumption records. It is desireable that the dataset should contain some information about a person (age, sex, education ans so on; the more detailed description, the better) and particular drug that they have been consuming. Thanks in advance! Peace.",not_spam "Can anyone point me to a dataset that contains historical weather advisory data for specific locations? I am looking for flood advisory/warning data in the Pittsburgh, PA region.",not_spam "I'd like a dataset that has details about publicly known satellite launches such as companies, cost, weights of payload/boosters/etc, dates launched. Bonus if it has data on whether the launch was successful and how many attempts were scheduled prior to success.",not_spam "Hey all, I would like to know what datasets measure HIT adoption or HIE participation at the physician level and that are preferably freely, publicly available. From an HIE perspective is there any dataset which actually measures the actual number of queries of health information requested or sent or just basically exchanged at the physician or the hospital level? Thanks!!",not_spam "Hi, I am looking for the Annual Survey of Industrial Firms dataset of China. Is it freely available anywhere? Any leads are welcome.",not_spam "Hi all, I am looking for a Covid-19 dataset that contains the current/future planned state of zip codes (in lock-down, open phase 1 or phase 2.., opening as of x date) in North American (US and/or Canada). I know there are a lot of sources for Covid cases, deaths and timelines which is great :) Any direction is appreciated, cheers,",not_spam Need a text comments dataset of cyberbullying that may or may not have led to depression or suicidal tendencies,not_spam "I am not too well known with APIs and don't need the complete IMDB database, but I would like to look at the full filmography of one single actor. Any simple and free suggestions on how to get this, please?",not_spam "Are there *any* datasets available for bank account transactions? Specifically looking for business account transactions. I've been scouring the web for this but without luck. (Edit: There are some promising old threads on r/datasets that I'm in the process of following up on.) I understand transactional data is sensitive, but I would've expected there to be some anonymized datasets available. Any help or advice greatly appreciated! Edit: Also, if anyone sits on large chunks of data and wants to monetize it I'd be happy to talk.",not_spam "there are a few studies done with that database, however i cant find a way to download it from the website. any tips?",not_spam This year has seen huge numbers of protestors taking action all over the world. I would like to look at how representative this is of previous years and look for trends.,not_spam "Hi, Surprisingly, I cannot find a full list of US Zipcodes with their associated MSA. I'm fine to purchase this if need be. Best help I've found so far: [https://opendata.stackexchange.com/questions/4825/how-can-i-get-a-full-list-of-us-zipcodes-with-their-associated-names-csas-msas-l](https://opendata.stackexchange.com/questions/4825/how-can-i-get-a-full-list-of-us-zipcodes-with-their-associated-names-csas-msas-l) Thank you for any help!",not_spam "Hi all, I'm doing analysis on a dataset from Santiago De Chile containing 50.000+ rows of households with different features such as UTM X coordinate, UTM Y coordinate, household income, etc. Do anyone know a place where to retrieve geographical data for e.g. crime as mentioned in the title?",not_spam "I have searched the internet for anything. I am not looking for CT or MRI scans, etc. Just cancer cells under micro scopes. I could use cancer types like Squamous Cell Carcinoma(Skin cancer) Glioblastoma Mulltiforme(Tumor) and things like that! [Something like this..](https://preview.redd.it/mry77erm1fb11.jpg?width=724&format=pjpg&auto=webp&s=b0d67025bcd84a4cd2bfc97abd2c3c840af08b8c) Thanks in advance! ",not_spam "Hi Everyone! For a pet project, I'm looking for one of the below, in descending order of desirability: \- a labeled image data set of Scanning Electron Microscopy images from semiconductor manufacturing. \- a labeled image dataset from other metrology tools from semiconductor manufacturing \- a labeled image dataset from any metrology tool from any manufacturing context \- a labeled image dataset of scanning electron microscopy images from any context Any pointers would be much appreciated - thank you!",not_spam "would preferably also contain movies genre,rating,genre, etc. Any help is appreciated.Thanks",not_spam Where can I find data on Toronto Condo Properties (rental/owned).,not_spam "Hello, I am having trouble finding datasets from planes/drones/satellites that contain the labels in a ground truth variable such as the one that is outputted from the image labeler application in MATLAB. This is for my university project and so far I have had to manually label objects in images using the application as I cannot find any that have ground truth variables to import. &#x200B; Any help would be much appreciated, thanks.",not_spam "Hi there, I'm looking if the Flickr API Download Tool and face landmark extraction Script which nVidia use to create the FFHQ Dataset. I try to create my own to train a new StyleGAN2 model from my own Pictures, but my json strings are not compatible ( dlib.shape\_predictor(model).tolist() ) and I want to compare the code. &#x200B; Thanks",not_spam "I've found some data by searching this subreddit, but I wouldn't mind more comprehensive data or the things I'm still missing. I need data on: \-US Presidential Election popular vote results, by county, including 3rd parties, independent candidates, and write-ins, from 1980 to present. \-US Electoral College vote results by state/DC, including faithless electors and accounting for possible split votes in the cases of Maine and Nebraska from 1980-present. \-Classification of US counties as rural/urban (other terms, or more categories being included like suburban is fine) 1980-present. Data on urban/rural status of metropolitan statistical areas, or population estimates of municipalities would also be useful. \-US voting eligible population estimates, 1980-present, by county, preferably yearly, but if not possible estimates in years of presidential elections, or in census years would still be useful. \-US population estimates by county, 1980-present, total population is fine but population over 18 (voting age population) is preferred. Any set including more than one of these points, going back further than 1980, or that is only part of the information on one of these points (only part of the time frame, only specific states, et cetera) would be useful, although obviously more complete data is preferred. Thank you in advance to anyone who replies.",not_spam "Hi, I'm trying to find a cost of living dataset for U.S. cities. I've tried searching for it and I found some of the Bureau of Labor Statistics data but I wanted to know if there were alternate sources.",not_spam "Dear all, I'm looking for data about male and female competitions in Archery. My objective is to tell if there is a significant difference between genders in terms of accuracy and points collected during the different competitions. Any tip where to find something that can help? Cheers.",not_spam "Hi all! Long shot on some data that just might not exist, but what I am after is prices in middle eastern countries monthly at the country level. I have world price data, but could use more variation in the data. Also, ideally I'm looking for wheat/bread prices. Middle east data may not stand out to you so if you have seen similar data for another region or commodity I'd love to hear where as it may lead me down a fruitful rabbit hole. Thanks!",not_spam "Hello folks, I am looking for a dataset to predict mood based on different variables such as exercise, sleep gotten, and alcohol drunk, etc. If you can point me in the right direction then it would be great. Thanks and stay safe.",not_spam Hello I am looking for a data set with every NFL QB who has taken at least one snap since 1995.,not_spam "Hi, I'm trying to create a catalog of all the major categories of data. For example, Audio --> Podcast, Songs, Radio ads ... or ... Tabular --> Weather --> Precipitation, Wind speed, Temperature. I've tried to create my own, but I keep stumbling over sub-categories that could be shared between multiple categories. Is there a catalog that is generally accepted in the community? Thanks!",not_spam "I am trying to contribute to a research project, and am looking for a dataset that is related to some controversial topic. The idea is to have a pro and against side for the topic, with strong opinions on both sides. Please help by suggesting some resources. It would be great if I can get a link to the dataset. Thanks!",not_spam "I'm trying to find a clean dataset for R (not built-in) that involves at least four variables of interest. Are there any 'sites or communities that let you search / filter for datasets by number of variables in the dataset? I've started looking at datasets such as ones through STAN (Stanford) and the datasets are way too large. I want to get a taste for making a report with descriptive statistics (mean, median and so on) and boxplots involving at least four variables. If I could compare the types of datasets I'd like to find to ones I've used; it would be datasets like mtcars built into R. However, I want to find datasets like those built into R (mtcars has a reasonable amount of variables to analyse) without using ones built into R. Again, are there any communities or 'sites with similar datasets as to those built into R?",not_spam "What I had in mind was some sort of manifest where open seats are logged in-flight. No idea if they even collect anything like this, let alone release it publicly.",not_spam "Hi all, Just wondering if anyone knows of any sales data including things like dollar amounts and time of sale for instance. Any format should be fine, and any help would be much appreciated.",not_spam "Hi all, I've been collecting covid-19 related tweets since mid January and have amassed over 250 000 000 unique tweets. Various statistics such as n-gram counts (uni, bi and tri) and hashtag counts have been processed and published in my GitHub repo for anyone to analyze: https://github.com/delvinso/covid19_unique_tweets. If you have any questions, comments and/or criticisms on how the dataset can be maintained going forward, please let me know. A previous poster mentioned they would like to see multi-dimensional data added - I'm not sure how feasible that would be given that user IDs would have to be published, but I would definitely be able to look into adding additional information on a per-tweet basis if requested!",not_spam "Hello , Just to let you know that I have upload a new version of my dataset on smart meter data in London that included: -the smart meter data from the UK power grid project (on the london datastore) -the details on the acorn groups -weather data from dark sky api for the duration of the measurement You can find the dataset at this link: https://www.kaggle.com/jeanmidev/smart-meters-in-london If you have any suggestions, remarks open a discussion on Kaggle or let's talk on reddit !!",not_spam "So far I have not found a data set on this subreddit that does this. I would prefer csv format, but at this point I expect to scrub. I've seen the box scores on websites, but I don't want to manually put them into a spreadsheet unless I have to. THANKS!",not_spam "Hey everyone, Been looking for ATMs or Intelligent Transport System (ITS) datasets for my research. If anyone knows where I can find this, or has come across such dataset, please let me know. Thank you",not_spam "I'm a programmer and looking to get competent with data mining. My state has the entire qualified voter file available for a meager price under the FOIA law. It contains name, address, birth date, gender and what elections they've voted in. I'm looking for some public domain or otherwise cheap data sets to correlate with it, but so far, I'm not coming up with much. Does anyone have any ideas on what I could look for to correlate with this stuff? I'm mainly looking to play with this for practice, just to see how much I can gather and maybe even spook some friends. Thanks!",not_spam "Greetings, I am trying to use the dataset below for a course project, but they do not mention the type of wave frequency in the dataset: [https://physionet.org/content/auditory-eeg/1.0.0/](https://physionet.org/content/auditory-eeg/1.0.0/) They do mention that they are using "" 1st order 1-40 Hz Butterworth filter and a 50 Hz notch filter with a quality factor of 30 ,"" but I am not sure if that means anything in terms of brainwave type. Can someone help me out?",not_spam "Hello, I'm looking for any records that might tell me county-level population density for California counties between 1940 and 2000. I'm doing some work on urban change in the Bay Area and would like to map population change over time. Does anyone know where I might find such data or records? Thanks!",not_spam "I want to find the statistical relationship btw CC & Malaria, Typhiod & Dengue.",not_spam " I'm looking for utility company datasets (electricty or heating) and telecom datasets with customer information attached. I found an IBM ""Telco"" dataset.. but not much else. And I haven't found anything from power companies, either real or simulated / practice datasets. Anybody know of any sources?",not_spam "Hello Everybody Do you know where i can find data of the global PMI index for excel? Thank you so much",not_spam "This page gives information regarding all the schools in India. I am not an expert in Web-Scraping, so I any suggestion/advice will be helpful. &#x200B; Here is the link to the page: [https://schoolgis.nic.in/](https://schoolgis.nic.in/)",not_spam "Hello all, I'm looking for two different datasets and I'm unfamiliar where I could get such things. The two data sets I'd like to do is: School Shootings in the U.S. and Video Games with genres included. How or where can I go about finding such things?",not_spam "I recently saw Hans Rosling's Tedtalk presentation ""The best stats you've ever seen"" and now I am motivated to create something similar for my college project. I am supposed to use Python's Bokeh library to create an interactive (drill up/down-able) visual. Any pointers would help a great deal. Thank you.",not_spam "Hi everyone, I am subject in Business Intelligence, and I need to look for data on what products in Cadbury brand were sold the most per country. I have used alot of search terms but come up with nothing that is relevant. Has anyone got any suggestions on how I would find this kind of data? Cheers for your help!",not_spam Looking for detailed data on federal student loans. Anyone ever come across any?,not_spam "Hi, I am interested in a dataset that compiles longitudinal information on Doctoral candidates, i.e. the attrition rates, completion rates, job placement after graduation, student and program characteristics, etc. Any leads for paid or freely available datasets are welcome. Thank you. PS: I am agnostic about the field, or even the profession. A similar dataset for some other professions such as Management consulting or Investment banking may also be useful.",not_spam "I'm looking for a simple table that shows the most popular correlations (r) for relationships in science. Examples would be the correlation between aspirin and heart disease, smoking and lung cancer, and intelligence and performance. Does anyone have a link or simple graphic of this? Thank you very much!",not_spam "Hello everybody, I have a real image dataset ( all images has taken by smartphones ) and i have to clean this data in order to apply deep learning models on it. But i am wondering what can i do, what are the steps that i have to do. I mean, what are the statistics that i need to extract from the dataset? And what are the techniques that i have to apply in order to clean the data? My boss tell me that he want to delete unnecessary images ( like blurry images, duplicate images ..etc ) So please, any advices or articles or videos to clean the data. Thank you in advance.",not_spam "I have compiled about 1350 incidents from 1960-present, but many are hard to validate and /or get anything more than superfluous info on. Anyone have any ideas or info?",not_spam Iโ€™m working on a time series project and was wondering where I can find some good datasets to base my project around.,not_spam "Have any of the larger March Madness bracket challenge hosts (ESPN, Yahoo, etc.) ever released data on individual participant/contestant picks for each match-up of the tournament? Ideally, there would be a data containing game\_id, round, user\_selected\_winner, user\_selected\_loser for each game in the tournament and each contestant in a pool. Does anyone have a source for information of this type? I believe the NCAA has partnered with GCP to release statistical data, but I do not think this would covered.",not_spam "I thought I've seen this before, I thought there was a publicly displayed list of companies and demands they got from ransomware? (I realize most don't disclose) but, if there is something similar somewhere? I don't really need company names, but more sizes of companies, or values of companies, which I would use the name to try to find, so with size or value of the company, it stays anonymous and makes less work for me actually. Any ideas?",not_spam "All of the data points should be individually freely available as it's public data but it'd take at least a year to gather it all manually. Dunno where to find a nice big collection... whenever I find something potentially worthwhile I hit a paywall. The more data the better - easy to cut down what's unneeded. Suggestions?",not_spam "I'm taking an intro to data science course and I wanted to look into which of a few JS/TS web framework is most commonly used in GitHub projects. I figured that the easiest way to do this is to look at dependencies, but the only source for GitHub data I've found is [from Kaggle](https://www.kaggle.com/github/github-repos) and it doesn't include dependency data. Any advice would be very helpful. TIA.",not_spam "I need a dataset for my data science capstone project, i would love get ideas and feedback from the pros in this sub.",not_spam "Hi all. I know YouTube data is particularly tricky to find nowadays, but I'm doing an academic project and looking for data that can help me track the rise of the ""Let's Play"" on YouTube. I tried Socialblade.com, but that was only so helpful. Any help would be appreciated, even links to a dataset that I would need to purchase (assuming it is quality data). Thanks!",not_spam "Need web traffic dataset for performing traffic prediction . PS. Other than Wikipedia",not_spam Any dataset would be super appreciated ,not_spam "Essentially the title, looking for \*any\* datasets that are streamed real time. Any suggestions?",not_spam "Anyone know of any good data sets about data use, trends, etc?",not_spam Thanks for the help!,not_spam "Hi all, I am trying to perform some simple stats analyses on some IRS nonprofit organization data, but they format all of their microdata in ascii. I'm having a hard time working with the files on any statistical software--my go-to is Stata. Apparently, ascii is supposed to be very compatible for importation into Stata. It looks like the delimiter is '+' but I really am not sure. This is the one of the example publicly available IRS files (in ascii as a txt file). (https://drive.google.com/open?id=12enNm1edXSStvNNz2UhHI8IvzKOdoIGp) How do I convert this into something understandable? How do I import this into Stata? What does the delimiter appear to be? Thank you for your help!",not_spam "Hello i have dataset from this website [https://steam.internet.byu.edu](https://steam.internet.byu.edu) when i extract it it have 160 gb and i need to change file from sql to csv. I need that data to work with python . Thank you",not_spam "Is there any doctor-patient conversational dataset available? It could be an audio or textual conversations dataset. I'm looking for a project which involves summarizing the conservations and identifying key takeaways i.e. prescribed medicines, symptoms, etc from the conversation.",not_spam Kindly provide a copy of the same.,not_spam "Hi all, I have a question, and not sure this is the right subreddit, but I hope. I have access to one of the larger DMP customer analytics platforms, and have the right to resell the reporting, but have been having a hard time finding the right people to pitch this to. Does anyone here resell data as a business, and if so, I would love any",not_spam "So I'm writing my thesis for my master's program on the shortages of personal protective equipment in the United States during the first few months of the crisis. Basically why the supply chain could not react, why there were shortages, etc. I wanted to know if there was any data out there that I could utilize on this. ie., mask consumption pre and post production, mask/ gown/ faceshield production or distribution numbers, etc. There's plenty of COVID related data on infections but this is proving to be a little bit harder to find.",not_spam I am looking to see if there are any websites dedicated to statistics and datasets regarding eSports. It can be anything from players to the game itself as long as it is collected in a verified sense. I can't expect anything like a data.gov but I'm looking for something of a similar sense for a scholarly project.,not_spam "Does anyone know how I could retrieve demographic data for US city council districts? Is it possible to get this all from census.gov? The links below are examples of how I've been collecting the data so far--one city at a time, often in pdf format--slowly an inefficiently. In each case, however, the source of the cities' demographic data is the census. Is there single source or a systematic way I could get this same information for, say, the largest 100 US cities? Any advice is appreciated! http://www.bostonredevelopmentauthority.org/getattachment/02eae149-f235-4550-b274-60f25af2dbd6 http://www.richmondgov.com/CityCouncil/documents/RichmondVoterDistrictsDemographics2013.pdf https://www.denvergov.org/content/denvergov/en/denver-city-council/redistricting.html",not_spam "Hello y'all. As a soon-to-be first-time home buyer and a student of mathematics in Toronto, my interest was piqued when I came across a set of detailed anonymized mortgage data on Kaggle. [https://www.kaggle.com/jboysen/ny-home-mortgage](https://www.kaggle.com/jboysen/ny-home-mortgage) I am curious there are similar legislation in Canada like the US' *Home Mortgage Disclosure Act* (*HMDA*) . And if there are, are there any sources for this sort of data in Canada, free or licensed? &#x200B; For the sake of completeness, here are some important columns from the us data set: action\_taken action\_taken\_name agency\_code agency\_name applicant\_ethnicity applicant\_ethnicity\_name applicant\_income\_000s applicant\_race\_1 applicant\_race\_name\_1 applicant\_sex applicant\_sex\_name application\_date\_indicator as\_of\_year census\_tract\_number co\_applicant\_ethnicity &#x200B; Thank you everyone here at the reddit hivemind.",not_spam "We want to create a dataset to use in machine learning for plant disease recognition. It will be targeting indoor plants, and identifying the disease. Our question is about the dataset structure. Should we make two categories, one for images of healthy plants and one with a folder for each disease without specifying the plants since different plants can suffer from the same disease? Or is it necessary to make a folder for each plant, and categories the images according to whether it's healthy or not, and the name of the disease?",not_spam "hey, Everyone! Does anyone know where I can get a dataset for different dog skin diseases. Or Can anyone guide me how to scrape for them? I am currently able to scrape them from google images, but almost half of them are diagrams or irrelevant photos, that will not be useful for training a neural net.",not_spam "Hi, my group and I have to do a multiple linear regression or ANOVA project. We originally wanted to do something along the lines of how does age, race, sex, and level of automation in an industry affect your employment rate. However, the only data we found showed rows of industries and the numbers or percents of each race, sex, age etc in that said industry. This data wouldn't work right? For MLR, we need data of i.e. 10000 individuals, and their specifics regarding race sex age so that we can see how this works with a specific response variable right? We can't just have a chart of the total individuals employed by their specifics. Sorry if that didn't make sense we're all so lost",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome.",not_spam Does anyone know where I could find that?,not_spam "Hello everyone, I am currently working on a job recommender system and to assess it I would like to find a job recommendation dataset with job data (title, description, etc.) and possibly users data (resume, etc.). I donโ€™t really need much information on users only what users liked so I can predict the top K jobs that may interest them. I started to work with this kaggle dataset: https://www.kaggle.com/c/job-recommendation/overview But since the competition is over itโ€™s no longer possible to submit predictions. Does anybody know a similar dataset?",not_spam "Hello there! I am looking to find a CSV file or dataset with all or as many US Cities' elevations as possible. e.g. ---State--- ---City--- ---Elevation--- I am new to this sub and the dataset world in general, so please forgive any n00bishness or ignorance on my part. This is for a class and I am looking to compare city elevations with another CSV file I have using SQL joins. I've tried Google-fu-ing for 2 hours and have only come up with either datasets that have only major cities, or datasets for single states, or elevation maps. A CSV file is what I need to work with for the class, but I know other types can be converted or copied/pasted. I have heard scraping might be a last resort, but have no idea where to begin with doing that. &#x200B; Any help in my search for a US city elevation dataset would be much appreciated!",not_spam "There's many anecdotes about this (40% of cops beat their wives, the many american conservative politicians that have been outed as pedophiles) but never any hard numbers. Does any such data exist?",not_spam "I need to access to linkedin data to have a sense on some employment movement. So far I have use google search using ""linkededin.com/in/"". Surprising to me, today I see a profile with ""linkedin.com/pub/"". I am not sure what it is. Can someone help enlighten me? Also, how many linkedin.com directories should I need in order to get a most exhaustive dataset of linkedin individual profiles?",not_spam I'm looking for a dataset that includes all Chicago tax parcels and associated addresses. Something like [PLUTO](https://www1.nyc.gov/site/planning/data-maps/open-data/dwn-pluto-mappluto.page) in NYC. Large properties appear to be broken into many tax parcels so I need something that links them.,not_spam "I'm attempting a project involving coming up with a ""similarity"" or ""dissimilarity"" measure between songs, and I think a dataset of ""likes"" or ""dislikes"" by user/playlist would be really helpful here. Is there such a thing? EDIT: I guess what I'm looking for is a dataset that looks something like playlist1: {likes: [song1, song2, ... ], dislikes: [songA, songB, ... ]} playlist2: {likes: [ ... ], dislikes: [ ... ]} ... So a list of playlists each with a list of liked songs and disliked songs.",not_spam "Hi all, I am looking for a data set that gives the latitude and longitude of the population density weighted ""center of mass"" for each country. [This describes the general concept. I don't really need a precise data set, just approximately close would be fine.](https://en.m.wikipedia.org/wiki/Center_of_population) I would think it's something pretty common but no luck searching so far. Thanks in advance!",not_spam "Looking to find a set of data of used car pricing across the market. Ideally, I would like to have something that contained historical prices that used cars were listed for. I would like to do some a analysis on the trends of depreciation of vehicles. Any help or direction would be appreciated. Does Autotrader or Craigslist have an API that allows that kind of access?",not_spam Does anyone know a good source for a complete collection of M*A*S*H scripts?,not_spam "I'm specifically interested in whether there's any large-scale or long-term data including variables about the search process itself (especially whether it was ""open"" or ""closed"") and any kind of outcomes. Actually, I can probably look up various outcomes from other university data; just having information about a lot of university president searches would be helpful. Any ideas?",not_spam "Hi all, I am currently working on a paper about the effect of economic crises on the demand for cinema industry in Turkey. Does anyone have a dataset for film consumption? Especially genre data is so hard to find. Other countries datas will also be beneficial for comparison. The dependent variable is the number of tickets and our independent variables are budget, award nomination, critic, genre, sequel, production company etc. Thanks in advance.",not_spam "As the title says, I'm looking for datasets that contain job postings from the past few years till present. The data can be from job boards such as indeed, monster, ziprecruiter etc. Anyone know where I can get this data from? Is this something the commoncrawl would have? Any other sources or leads would be appreciated. P.S. I had a look at datashop, they only have very recent data and nothing before one or two years.",not_spam "I'm looking for a dataset that includes a survey question asking respondents about the specific news outlets and/or social media they use. Ideally, it would be an open ended question where respondents can list all the websites they use (getting more than just the major news outlets and websites). Does anyone know of a dataset that may include this? I've been looking around, but have not found anything too close to that yet. ",not_spam "I'm looking at some investment property in a region of the country that I hypothesize is 'up-and-coming'. I'd like to take a look at trends in the region (surrounding towns) and try to infer some important economic trends. Where would be a good place to find data for things like: 1. commercial property tax income over, say, the last decade 2. new mortgage signings over the last decade 3. The types of businesses in the area over the last decade (restaurants, hotels, autobody shops, etc.) 3. Residential Property tax trends over the last decade 4. Anything else? I can search the town assessors sites, but the data-repositories vary from town to town, and some of the data is held in things like PDFs, so...not easily parsable as far as I know. Is there a good place that centralizes information like this that a person new to this research wouldn't be aware of?",not_spam "Is there any website providing plain text lists of the most common names and surnames (updated information if possible) organized by country? Thanks in advance!",not_spam "I am working on a project (perhaps a possible startup) around lead enrichment and can use a hand figuring out where I can get up to date info on a persons current and past employer, i.e. Current Employer Name, Start Date, Past Employer Name, Start Date. What do you think?",not_spam "[View On Github!](https://github.com/MohamadAtieh/MineTwitter) **Note: This is for people who know how to run NodeJS and MongoDB** Hey people! I have created this project to analyze some New Year's data from twitter. I thought someone would be interested in doing a similar thing. The command line asks for selection criteria and sets up a schedule for you (optional - I had to go party on New Year's) with confirmation. *The default data*: _id, text, screen_name, verified, followers_count, image_url, coordinates, retweet_count, timestamp. I believe these are the important parts in a single tweet to analyze on. I want to add an option to save the output to CSV and TXT files. Also, I would like to hear more feedback/requests and collaborate with other developers :3 ",not_spam "Looking for data on Texas Holdem that has playerโ€™s initial 2 card hand and if they win. Iโ€™m trying to find the win percentage of initial hands. Thanks",not_spam "Hi All, I have some ~2,000,000 addresses in the UK that I need to geocode. Rather than pay a bulk geocoder I am looking for a spatial dataset that I can use to geocode the addresses to Lat/Lng points. Ideally right down to the house number, but street-level resolution could be ok, Anybody know of datasets available?",not_spam "Hello frens, I made an auto-updating crawler to get all stock and company data available for all companies in the S&P 500 index every day. It is available [here](https://www.kaggle.com/andrewmvd/sp-500-stocks). Soon I will add some automated reports as well, so that high quality investment information is free and open to anyone. Hope it helps, Cheers",not_spam "Hello! I am searching for a dataset, big, but not too big (Less than 1GB), containing book content. Perhaps something having all Gutenberg books?",not_spam "Hey all, I'm working on a research project where I need this data and of course I've got all the census data but I have absolutely no idea how the hell to use it and haven't been able to find datasets that might be simpler to use. Perhaps y'all could be of some help? Thanks!",not_spam "Like fake news that panders to our human instinct of confirmation bias I'm worried about the spread of fake datasets intentionally crafted to dupe data scientists or spread disinformation. A possible example here: [https://twitter.com/derhorus\_x/status/1010118894219153410](https://twitter.com/derhorus_x/status/1010118894219153410) Does this community have a protocol or a flair in place to tag such occurrences if they occur? Edit: \`Fake News\` means different things to different people. Academically, it has been broken down into to categories: Disinformation and Misinformation. The 3 month old missing dog poster is misinformation if it was found shortly after the poster was hung up. Disinformation is intentionally crafting a message, a delivery medium, or false information with the intention of manipulating, deceiving, or crafting a person's worldview. According Eric Ross Weinstein's interpretation, Fake News takes the following four shapes: Algorithmic, Narrative, Institutional, and factually false. The same can be said about any form of information. Including a dataset. How a data is collected in a dataset can cause it to be slightly \`fake\`. A french politician a couple of years ago famously claimed in a stump speech that 100% of their middle east immigrants were criminals. This is factually true if you believe that persons who cross the border seeking asylum as a criminal activity. Consider how if I wanted to convince you that anyone from California and New York is a rapist. I simply put a heat map showing the state of origin of all the convicted rapists in the united states. Clearly California and New York are rapists and should be stopped. We should build a wall to keep all the rapists out. In response to this I give you an [XKCD comic](https://xkcd.com/1138/).",not_spam "I just finished making a dataset of Chinese characters. Each file is a 28x28 PNG, the same as the CS231n example notMNIST data. It's just under 10 GB compressed. [https://medium.com/@peterburkimsher/making-of-a-chinese-characters-dataset-92d4065cc7cc](https://medium.com/@peterburkimsher/making-of-a-chinese-characters-dataset-92d4065cc7cc) This could be used for making a better OCR or handwriting recognition program for Chinese Hanzi/Japanese Kanji. ",not_spam "Hello, I teach an undergraduate class and I was wondering if there is a single best dataset to teach machine learning. As in, is there a dataset where interesting insights can be gained through regression, classification, clustering, dimensionality reduction, association rules mining and data visualization all in one dataset? Context doesn't matter as long as a wide audience can understand the variables. Thank You",not_spam "Recently I've been learning Data Science on Codecademy, and I have been enjoying however I have been wondering if you guys think it'd legit? I'm curious to hear your thoughts.",not_spam "* I am starting work on a project, i want label set of spam tweets.Can anybody help regarding this. i need a datasets of 6 million spam tweets in json or any format. does anyone have a lead on where i can get such a dateset?",not_spam "I am looking for a time series data set of the times of sunrise and sunset. I am aware that there are formulas to calculate/approximate the times but I am looking for **actual measured data**. Preferable would be European capitals.",not_spam "In datasets of nations' carbon footprints you often see countries like Canada, Australia and Russia near the top. What I'm interested in is what effect the countries' massive rural carbon absorbing areas have, ie does Russia now rank near the bottom due to the massive amount of carbon absorbed by the boreal forest.",not_spam "Quick question, I have da dataset where the features are the values from acceleration sensor and label explains the condition of a structure if it is damaged or not. However, I'm stuck with the cross\_validation.train\_test\_split the part where I don't know how to train and test the label.",not_spam "The newest data I could find of this was from 2007 on ""nationmaster"" [https://www.nationmaster.com/country-info/stats/Transport/Road-density/Km-of-road-per-100-sq.-km-of-land-area#-date](https://www.nationmaster.com/country-info/stats/Transport/Road-density/Km-of-road-per-100-sq.-km-of-land-area#-date) Does anyone have a more reliable and up to date dataset for this? Edit: Ideally from after 2016.",not_spam How can I import or download RVL-CDIP dataset fastly.,not_spam "I can find individual stats here and there but they're either user curated, don't provide sources, or aren't granular enough. Numbeo in particular comes to mind re: user curated stats. Does anybody know where I can find some reliable cost of living stats at the city level for cities outside the US? Thank you",not_spam Looking for an excel data set for sports gambling or just gambling in general. Any information. Thanks!!,not_spam Basically I want some birds and/or animal sounds about 100-200 different kinds,not_spam I'm making an A.I. that classifies if it's being asked a personal question or not and need a data set to train off of.,not_spam "Super newbie here so please be kind I'm on my final project for the data analyst certificate on Google and I really didnt want to use their existing datasets for analysis so I had the brilliant idea of making my own I wanted to find out how many episodes of forensic files dealt with husband's murdering their wives (or vise virsa) for life insurance, to pursue an affair or for custody reasons I grotesquely unestimated how much time this was going to take (there is 400 episodes!) and there is no datasets online about this....anyway I think I'm too deep to start over but I am second guessing myself and thought I would ask for guidance here and if it's still a good idea?",not_spam Who has the most up to date data for sale?,not_spam "Hi, Iโ€™m looking for data regarding banks, insurance and wealth management companies, particularly the top 100 by deposits. Anyone aware of free data sources for these?",not_spam "Have any of you recently tried to get data from mivia.unisa.it I've tried registering as required but no response from the administrator. I need their Mivia Audio Events dataset for an assignment. I tried contacting the administrator.",not_spam "Hi, I am looking for arrival data from major cities to Las Vegas. I found McCarran airport have some statistics but it give departures to major cities. I could use maybe as a proxy but I was wondering if anyone else other information (monthly or quarterly are best) Thanks",not_spam "Hi guys, I just found this subreddit while looking for a dataset for my assignment and I thought maybe you guys could help me. For uni I have to make an assignment in R with a dataset that fits the following description ""it should contain at least fifty observations, one categorical and one continuous variable."". I have already made the assignment before, but sadly I failed it. And after the trouble I had finding a dataset last time I thought it maybe easier to ask people who know more than I do. &#x200B; Other criteria for this assignment are to be able to perform a test statistic (t or z test) by hand and perform a linear regression test using R. The latter made me fail the last assignment so if anybody knows the command for that, it would be much appreciated. &#x200B; I know nobody has to help me or anything and I am not expecting much, but if anybody any time and a little advice to spare it would be much appreciated! &#x200B; (edit) Thanks everybody for the advice, passed my assignment!",not_spam I need a dataset to seed my database in order to use it to build a recipe recommendation algorithm. Thanks in advance!,not_spam "I need to load data on Weka only using the URL option, which requires the data to be on a server in .arff format. Where can I find such data?",not_spam "Does anyone know of any comprehensive datasets that provide data on poverty for countries in South Asia for the past 25-30 years. I have looked at world Bank datasets and they have too many missing values for various years. ",not_spam "Hello everyone, does anyone know if there exists a living dataset for a given state or preferably at the national level that would include things like sq footage of home,number of bathrooms, sale price,etc. I feel like this could be a fun dataset for predicting and analyzing home value.",not_spam "[https://drive.google.com/file/d/1ElC\_Jsc4ZAq8CNXQgx23OmhVFeaPZXd3/view?usp=sharing](https://drive.google.com/file/d/1ElC_Jsc4ZAq8CNXQgx23OmhVFeaPZXd3/view?usp=sharing) &#x200B; This zipped file contains CSV with the stock symbol as the name of the file. Each file contains all date, open, high, low, close and volume data avalible with in the date range of 03/06/2014 - 03/05/2019. &#x200B; Source: IEX",not_spam By major/discipline would be nice. 2017 ->,not_spam "My Morse Learning Machine Challenge was approved by Kaggle last night. For details [click here](http://ag1le.blogspot.com/2014/09/morse-learning-machine-challenge.html) The goal of this competition is to build a machine that learns how to decode audio files containing Morse code. I hope to attract people from the [Kaggle community](http://en.wikipedia.org/wiki/Kaggle) who are interested in solving new, difficult challenges using their predictive data modeling, computer science and machine learning expertise. During the competition, the participants build a learning system capable of decoding Morse code. To that end, they get development data consisting of 200 .WAV audio files containing short sequences of randomized Morse code. The data labels are provided for a training set so the participants can self-evaluate their systems. To evaluate their progress and compare themselves with others, they can submit their prediction results on-line to get immediate feedback. A real-time Kaggle leaderboard shows participants their current standing based on their validation set predictions. I have also provided sample Python Morse decoder to make it easier to get started. While this software is purely experimental version it has some features of the FLDIGI Morse decoder but implemented using Python instead of C++. Please help me to spread this message to attract participants for the Morse Learning Machine challenge! The link to the challenge is [here!](https://inclass.kaggle.com/c/morse-challenge/) 73 Mauri AG1LE",not_spam I am looking for a data repository that specialises in any sort of time series data. Any help much appreciated!,not_spam "Using mlb.com's website, is there a way to do this for example like http://m.mlb.com/player/458015/joey-votto ?",not_spam I am doing a text analysis across a few different shows but am struggling to parse the data from genius.com. Does anyone have a csv with some of the scripts from Game of Thrones? I would ideally like the entire script from a season but I will take whatever at this point.,not_spam "[https://www.cbsnews.com/news/how\-depressed\-is\-your\-state/](https://www.cbsnews.com/news/how-depressed-is-your-state/) I am trying to find the raw data for how they calculated this and I am having trouble finding it. Any help? Also, am I posting this in the right place?",not_spam Looking for a dataset of winning lotto max tickets since the lotteryโ€™s inception in 2009,not_spam "I vaguely remember having a resource where I could input tax ID numbers and get information back about the companies, specifically health companies--I think it was a database I could pull using tax ID numbers. Unfortunately, I never learned where it was coming from. Does anyone know of resources like this? I'm tempted to say it was SAP, but I'm very unfamiliar with them. Am I looking in the right place? Or is this a fool's errand? Thanks so much!",not_spam "Hello mates. I have been monitoring coronavirus cases and deaths with two datasets: from the World Health Organization and Johns Hopkins University, but none of them have age ranges/groups available. Is there any database with the age range of cases or deaths? Ideally, I would like for all countries, but specific datasets with regions/countries' information are also of value. Thank you!",not_spam "Hi folks. I am searching for a humanoid image or 3D model dataset for a computer vision project. We are attempting to set up a CNN model that can predict primary joint locations based on a supplied image of a humanoid (just front view is fine, or front + side). Does anyone know if such a dataset exists? Can be labeled or unlabeled, as we can label it ourselves if needed. Thanks!",not_spam Iโ€™m doing my first research project and I have to turn policies and procedures from 3 different police forces in to data that I can analyze in a qualitative manner. Any advice? Iโ€™m really stuck. ,not_spam "phonemes are just sounds that make up words, for an open source speech to text library Iโ€™m making! Thanks.",not_spam "I need a marketing or CRM dataset for use with a software demo. Fields like : Account Contact Info (several) Sales/Transactions ... perhaps in separate files. Ideally it is a real dataset, not synthetic, and has some light customer detail/segment info in it. The main purpose is to measure some of the patterns that may exist in the data. It can be an old dataset, and the product sold can be really anything. I'm willing to pay for it but I need to be able to use it in product demos. Thank you in advance.",not_spam "I found [this](https://physics.nist.gov/PhysRefData/ASD/lines_form.html), but it only lets me look things up one at a time and I don't know what is in their database. I'm looking for a single database/spreadsheet/chart of emission spectra for as many elements as possible. Any additional spectra would be interesting but not necessary. ",not_spam "Hello everyone, I was hoping someone could assist me in finding an open database of mobile application usage data. Usage data of interest: - name of app used - time of day - duration used - network throughput (how much data was used in the session) - possibly model of phone Doesnโ€™t have to have all these, but if anyone has any sources it would be much appreciated. Thank you in advance.",not_spam " The problem: Currently I am building a pricing alignment tool. Essentially, I have 2 categories I am trying to compare, Price of Special Order Products vs. Price Stock Order Products. My team wants to have visibility into which Special Order Products are priced higher than stock products. The issue I am having is at times, there are multiple prices for special order and stock products depending on the store due to regional pricing. At the moment I have created a dot strip plot that looks like [this.](https://imgur.com/gallery/ToHV5v5) The circles represent special prices (there are multiple circles per row because there may be multiple special order prices, same goes for the bars), the bars represent stock prices and the color dimension for the bars is a visual cue for whether it is priced below, higher, or equal. Blue means stock is higher priced, red means stock is priced lower. (please ignore the bar graph, they are different info) Objective: Again the objective is to gain visibility into which special order products are priced higher than stock. We want special order to be lower cause typically these products are sold to professionals and in bulk. Imgur: The image is posted without much detail because I do not want my company thinking I am sharing sensitive information. Also, the dashboard has a lot more detail but at the moment I am concerned with this visual on the dashboard. Suggestions: Again, just look for suggestions for perhaps a completely different visual or a way to enhance what I have.",not_spam "With or without the ""/u/,"" with or without spaces in the username. I would guess most of them are from a novelty account of some flavor or another, or maybe AMAs where the interviewee managed to snag their full name as their username, but I really have no idea, and I have no clue as to how I would go about finding out.",not_spam "Hey, I need mri dataset of healthy brain, i have found a few but they are very small (under 100 images), i need atleast 1000.",not_spam "Hi, I'm experimenting with generative models and am actively looking for datasets used in Bengio's [Curriculum Learning](https://www.semanticscholar.org/paper/Curriculum-learning-Bengio-Louradour/8de174ab5419b9d3127695405efd079808e956e8) and [Larochelle07](https://dl.acm.org/doi/10.1145/1273496.1273556). Unfortunately, the links provided in the papers no longer exist. For example: [http://www.iro.umontreal.ca/\~lisa/twiki/bin/view.cgi/Public/BabyAIShapesDatasets](http://www.iro.umontreal.ca/~lisa/twiki/bin/view.cgi/Public/BabyAIShapesDatasets) [http://www.iro.umontreal.ca/\~lisa/twiki/bin/view.cgi/Public/MnistVariations](http://www.iro.umontreal.ca/~lisa/twiki/bin/view.cgi/Public/MnistVariations) [http://www.iro.umontreal.ca/\~lisa/twiki/bin/view.cgi/Public/BackgroundCorrelation](http://www.iro.umontreal.ca/~lisa/twiki/bin/view.cgi/Public/BackgroundCorrelation) [http://www.iro.umontreal.ca/\~lisa/twiki/bin/view.cgi/Public/DeepVsShallowComparisonICML2007](http://www.iro.umontreal.ca/~lisa/twiki/bin/view.cgi/Public/DeepVsShallowComparisonICML2007) Does anyone know how I can get the datasets? I'd appreciate any help and suggestions! Thanks.",not_spam Does anyone know of any datasets for coronavirus cases in the U.S? Checked CDC but canโ€™t seem to find any.,not_spam Or something close to this from which maybe I'll be able to extract the residential zones?,not_spam I'm looking for a data set that describes the housing market by age group and by region. I tired looking on the census website but i had no luck. Does anyone ahve any idea where i can find or get something like this?,not_spam I've a data set of all the designations in a company. I've to map them against company functions and the corresponding seniority level. Any idea how should I go about it?,not_spam "Hi All. Hope you all are safe. I'm looking for datasets related to consumer goods industry, mainly retail store sales, etc Hope anyone can help.",not_spam "I need to test a method for calculating document similarity and I expect it works much better on longer documents. Therefore I need a dataset consisting of long documents for document similarity or classification task. Can anyone help?",not_spam "Does anyone have an exhaustive data set of technical skills used across industries? I have downloaded the following link [https://www.onetcenter.org/dictionary/23.3/excel/technology\_skills.html](https://www.onetcenter.org/dictionary/23.3/excel/technology_skills.html) but the issues I'm having is that people don't usually refer to them in such verbose fashion, i.e. ""structured query language sql"" is the official US gov description of SQL (as provided by O\*NET) but that's not usually what people type out in resumes. Bottom line, it's making my search process either pull too many or too few matches depending on how ""exact"" I want the match.",not_spam I want to test the hypothesis that the quantity of a variety of heavy metals including copper and lead in the blood affect political beliefs.,not_spam "I really need access to the Adult dataset for a project I was working on and all a sudden the UCI machine learning website is down...can someone help, or do you know why this site is down? It has been down almost all afternoon West Coast Time. ",not_spam "I'm looking for interesting data sets for Women's Soccer. Ideally these are for international competition -- **Olympics, World Cup**, etc. Do you know of any of the following: * Cleaned play by play data * Speed/load data (how fast a player ran; total distance; etc.) * Well-organized broadcast data * Misc. - other interesting numbers/data sets? Let me know if so. Much appreciated.",not_spam "Hi folks! I am looking for Hearth conditions related datasets, can anybody help me?",not_spam "Does anyone know if the data used by astronomer Harold Craft in his iconic visualisation of pulsar radio waves - better known from the Joy Division album cover - is openly available? Or a similar dataset? Been searching but no luck.. http://blogs.scientificamerican.com/sa-visual/pop-culture-pulsar-origin-story-of-joy-division-8217-s-unknown-pleasures-album-cover-video/ ",not_spam "I'm looking for NHL and especially Anaheim Ducks home game attendace data for single games for the 2014-2015 season. I have found data from hockey-reference for the 2015-2016 season and data from 2013-2014 backwards from hockeattendance. So I'm missing only one seasons worth of home game attendance numbers. Also if anyone knows where I can find ""Team Marketing Report"" NHL Fan Cost indexes from 2010-2013 it would be great.",not_spam "&#x200B; In 2020, itโ€™s estimated that the digital sphere consists of 44 zettabytes of data, so thereโ€™s certainly no shortage of free and interesting data. There are plenty of repositories curating data sets to suit all your needs, and many of these sites also filter out the not-so-great ones, meaning you donโ€™t have to waste time downloading useless CSV files.ย  If you want to learn how to analyze data, improve your data literacy skills, or learn how to create data visualizations, readily available data sets are a great palace to start. In this blog post, weโ€™ll take a look at some of our favorite places to find free data sets, so you can spend less time searching and more time uncovering insights. &#x200B; * ***Fivethirtyeight*** ***Link -*** [***https://data.fivethirtyeight.com***](https://data.fivethirtyeight.com) FiveThirtyEight is an independent collection of data on US politics, US sport and other general interest datasets. It specializes in the collation and ranking of reliable political and opinion polls. Weโ€™ve used them in a number of projects, finding out some interesting things along the way, like when Donald Trump is most active on Twitter ([Sign up to VAYU](https://vayu.gyana.co.uk/signup) for free to view the template). &#x200B; * ***Google Trends*** ***Link -*** [***https://trends.google.com/trends/***](https://trends.google.com/trends/) Google provides readily accessible data sets on search trends, and you can customize the parameters to easily find whatever it is youโ€™re interested in. We recommend exporting the dataset and running it through [VAYU](https://www.gyana.co.uk/) for one-click visualizations and advanced analysis. &#x200B; * ***ProPublica Data Store*** ***Link -*** [***https://www.propublica.org/datastore/***](https://www.propublica.org/datastore/) ProPublica, probably best known for their award-winning investigative journalism, collects data pertaining to the US economy, finance, health, industry, politics and more. They have both free and premium datasets, should you need to delve deeper into whatever it is youโ€™re exploring. &#x200B; * ***Centers for Disease and Control Prevention*** ***Link -*** [***https://www.cdc.gov/datastatistics/index.html***](https://www.cdc.gov/datastatistics/index.html) The CDC collects the abundance of health data provided by US government research and sources, including data and research on alcohol, life expectancy, obesity and chronic diseases. This is a great resource for analyzing and understanding public health. &#x200B; ***Please feel free to check*** [***this link***](https://www.gyana.co.uk/post/6-great-websites-with-free-data-sets/) ***for the rest of them, we also do recommend running them through Vayu to find and share interesting insights.***",not_spam "Hi! Me and my friends are working on a school project, where we are wanting to provide auto repair quotes through an online database. We are trying to find a data source for this that would have the hours billed that's needed to do the job, and with the car model and stuff. Thanks!",not_spam "Hey I'm hoping you all will be able to help me out. I'm taking an introductory spatial statistics class and we each need to find a dataset to use for a project we'll be doing throughout the course. I'd like to find something a little different from the standard weather, crime, etc datasets. The weirder the better as far as I'm concerned. Anyone have any suggestions of where to look?",not_spam "Does anyone have something like this or have any idea about generating data for this? I was thinking if the dataset does not already exist I would make a website asking for directions from points to points in different classifications. If I'm not clear in my premise, I'm looking for a dataset with text like these examples: * ""Go 30 meters south, then 40 meters north."" * ""Go left on Broward Street, then take a right onto Main Street, then continue straight for 5 miles."" * ""Go to Harry's Famous Restaurant."" Any dataset with text like such of any units or places would be greatly appreciated for my project!",not_spam "I've seen many data sets of US Cities, which usually have data like populations and center point (Lat/Long). What I've been curious about, and unable to find, is tourism data by US City. For example, Panama City Beach is often touted as the world's most popular spring break destination, but it only has a population of 12,018 (From the US Census of 2010). If you were to strictly be looking at population figures, you'd be lead to believe that Panama City Beach isn't a very popular or lively place, but tourism data would show that it is frequently visited. Does anyone have any idea on how to acquire this data or any thoughts regarding this? Any help is appreciated!",not_spam "Hi guys! I'm looking for a dataset, that contains human faces by personalities. A perfect one for me - subfolders with name or id of personality. Does anyone know something like this?",not_spam Iโ€™m really interested with this data is beautiful thing and I want to do it myself. Do you guys get the dataset and manually interpret it into a spreadsheet? Or is there like pre made spreadsheets.,not_spam "I can't find the breast cancer microarray data used in West et al. (2001) [https://www.pnas.org/content/98/20/11462.short](https://www.pnas.org/content/98/20/11462.short) Any idea where I might find it?",not_spam "**The point is to forecast demand of item sales in order to order the relevant quantity in time and not have them expire if help a long time in inventory.** *Any valuable insight? ideas on where to find the dataset?*",not_spam "Hi, I was wondering if anybody here could point me in the direction of a spreadsheet or database of some sort with all of the completed transfers from the 2016/17 transfer window? ",not_spam "Weird in the sense, something that you thought was totally absurd",not_spam [https://docs.google.com/forms/d/e/1FAIpQLSej4GsZPeopTcKPY9K7IRKZxxkm5crFs-OFh3s\_FZb2qj4-Cw/viewform?usp=sf\_link](https://docs.google.com/forms/d/e/1FAIpQLSej4GsZPeopTcKPY9K7IRKZxxkm5crFs-OFh3s_FZb2qj4-Cw/viewform?usp=sf_link),not_spam "I'm putting some geospatial analysis together for cycling and I need data as finely grained as possible for the UK. lat/long/business size or employment count What I'm looking to do is plot markers on a map over an area that can be cycled to in 20 mins. I've done the cycle part - I just need to overlay markers for employment. I've looked at [https://www.nomisweb.co.uk/](https://www.nomisweb.co.uk/) but I seem only able to get summary data. Can anyone recommend any data sources for regions of the UK?",not_spam Can anyone provide me with Indian Sign Language Dataset that contains expressions too and not just alphabets and digits?,not_spam "Hello, I am looking for a dataset that contains all known diseases and medical conditions (example of some data: ulcerative colitis, broken upper arm, bleeding, Covid-19, etc.) If someone knows where I can find such a dataset, I'd be very grateful. Thank you very much",not_spam "Specifically, I'm trying to find companies that moved into and out of investment grade credit over time. Anybody have an idea of where I can find a dataset that shows the credit ratings of companies over time?",not_spam "Hello, I am doing research on a niche of products for a article and I would like to track sales data for a specific set of keywords. As far back as possible (years) Terapeak only lets me go as far as 90 days. Any other solutions I can look into? Thanks,",not_spam "I have a large data set that includes demographic data (specifically age, ethnicity, income level, and education level). I am looking for a data set that is a good representation of the United States population of those demographic variables so that I can see how my data compares to the United States population as a whole. Some things I'd be looking to do: overlapping density plots/histograms of age/income level; comparison of ethnic population proportions to US as a whole; comparison of education level to US as a whole. I know how to do all of this in R; it's just a matter of finding a data set to compare mine to. I know the Census Bereau releases census data, but what they release doesn't seem suitable for what I'm trying to accomplish; and if it does, I'm not sure how to even access it. Would using the NHANES dataset from the CDC (~ 4000 observations) accomplish what I'm trying to do? I have about 1500 observations, so it's not that much smaller than the NHANES dataset. If anyone has, or can point me towards an appropriate data set, I'd greatly appreciate it.",not_spam "Are there any large datasets (>1000 records preferred, at least 300-500) that contain data regarding microbiome, diet, and health covariates with some mild granularity and broad focus? I know there are some smaller disease-specific datasets, but I want a dataset with individual-level data that samples a fairly general population, collects some relevant measures of diet, gets microbiome data (rRNA seq, WGS, whatever), and collects major medical history (e.g. current or lifetime presence/absence of CVD, diabetes, cancer, etc). Does anything like this exist? Public definitely preferred but if you're aware of any projects like this in general I'd be interested. I've done a bit of digging but it seems most public lists of datasets were derived from studies with more narrow focus. EDIT: Honestly, any dataset with all three sorts of data (health/demo, diet, microbiome data) is cool. The above are just my preferences.",not_spam "I am looking for biomedical databases similar to the Wisconsin breast cancer database (available at [https://archive.ics.uci.edu/ml/datasets/breast+cancer+wisconsin+(original)](https://archive.ics.uci.edu/ml/datasets/breast+cancer+wisconsin+(original)) ). This database has 9 features (each feature values being integers ranging from 1 to 10) and two classes โ€“ benign and malignant. Defining characteristic of this dataset is that the higher feature values generally indicate higher chance of abnormality (malignancy). I am looking for other biomedical datasets having features with this property (not necessarily integer valued, can also be real valued; preferably with low number of features also - less than 30 or so)",not_spam "Hi everyone, I'm looking for public datasets of scanned documents (images, pdfs) with handwritten signatures present. It doesn't have to be annotated/labeled. So far I found: [https://www.cs.cmu.edu/\~aharley/rvl-cdip/](https://www.cs.cmu.edu/~aharley/rvl-cdip/) [https://www.nist.gov/srd/nist-special-database-2?fbclid=IwAR1A75LW2JCkOEKqGC37n94hktBe5TLCR8caojd5PrMxZg0q54ye9gHMoTA](https://www.nist.gov/srd/nist-special-database-2?fbclid=IwAR1A75LW2JCkOEKqGC37n94hktBe5TLCR8caojd5PrMxZg0q54ye9gHMoTA) [https://www.gsa.gov/real-estate/real-estate-services/leasing-policy-procedures/lease-documents](https://www.gsa.gov/real-estate/real-estate-services/leasing-policy-procedures/lease-documents) &#x200B; Anyone else knows of other sources? Thanks!",not_spam " Hello, I am working on small project with in my computer science course, where I need a huge amount of pictures of diamonds. I could just crawl the internet for all pictures I can find but it would help me a lot if I could find a dataset, where the pictures are taken in the same environment or are even labeled with their properties (cut, clarity, colour, carat). If one of you has such a picture collection or knows where I could find something like this could help me out a lot. Thanks in advance!",not_spam "&#x200B; Hello fellow data scientists, &#x200B; I'm currently working on developing a smart personal assistant, for this I need to train my Automatic Speech Recognition module with a domain specific language model, so I was thinking of gathering some [README.md](https://README.md) files or any comments on reddit about IT topics (FAQs, Requests, Bug fixes ...), before starting this task I would like to ask you if there is any existing dataset that could help me performing such a feat ? &#x200B; Regards.",not_spam "I would love to combine a few hobby's and do some data visualization on heavy metal bands like Opeth, Dark Tranquility, At the Gates, In Flames, etc. Does this data exist?",not_spam "Iโ€™m working on Physics Informed Systems, and Iโ€™ve been struggling to find some data from transport phenomena of the atmosphere. I had this idea that if I could dig enough on the web I could find almost anything. As time goes by, I realize that this is much harder with datasets. I want to test the models Iโ€™m working on with data from climate transport phenomena, but I come from a different background. Do I need to look for Climate Datasets in a more specific manner? If so, which terms should be useful to perform such a search?",not_spam I've been wondering what sort of jobs people who e.g. graduated with a degree in mathematics or sociology or comparative literature people get. Are English majors really doomed? Questions like that. Is there a dataset like that online?,not_spam "I'm looking for a data that may have the following properties * Number of citations of marijuana-related offenses * Incarceration rates for marijuana-related offenses * Race/ethnicity of 'offender' I realize that this really depends on the state, as some would classify it as a narcotic (and thus a CRIME) while others have decriminalized it rendering it a misdemeanor or nothing at all. I've not used crime data before, so please comment if I could ask the question better.",not_spam What is the best way to study the effects of 5G? Any ideas?,not_spam "Hello, as the title said [this](https://tenders.go.ke/SupplierDisplay) is giving hard time in order to collect certain information. Each time i filter it reset to the first page. Is there any way to extract tbh i want to learn",not_spam "Is there any dataset that I can use to relate first names with ethnicity or baby origins ? ",not_spam "I m looking for some dataset regarding the Light based Non-Invasive method of health monitoring for desieses such as Diabetes, Asthama etc.",not_spam "Hello I am doing a project on job ads analysis and I have scrapping off data from many job search websites. I was hoping to enrich my dataset with more ads if possible. The data per ad that I am scraping has * Title * Company Name * Company Description * Location * Work Experience * Salary * Description * Educational Qualifications required * Ideal Candidate Profile * Job posting date * Job Id * Suggested Jobsโ€™ IDs * No of Job openings * Job views * No of applicants * Job type (full time, part time etc) * Job source (crawled, premium etc) Thank you!",not_spam "Here's the link to it: http://public.tableausoftware.com/views/PublicDataList/TableauPublicDataCatalogue It's nothing special. I made a few rankings, which are largely objective (just me), but gives a good idea of where to find clean public data. You can click on the bars to jump to the website for that dataset/data website.",not_spam I keep seeing cool analyses of the exit poll data but have been unable to find it anywhere.,not_spam "Hey! Just for quick background, I am new to this type of data work, but I have a head for it and enough programming experience that I believe I can find a way forward even if I have to learn some new skills. Anyway, I'm trying to conduct some economic analysis for a region of \~10 counties and am trying to use Bureau of Labor Statistics data, specifically the [Quarterly Census of Employment and Wages](https://data.bls.gov/cew/apps/data_views/data_views.htm) to do it. Theoretically I could pull the data for each county separately and then add it together, but I don't want to have to do that. So, for one, I can't seem to find their raw data. The [""About"" tab](https://data.bls.gov/cew/apps/data_views/data_views.htm#tab=About) from that page links [here](https://www.bls.gov/cew/datatoc.htm) for the Data Files, and that has an error page. So, if anyone knows where I can actually access that raw data, let me know! Second, I am definitely new to much of this, and while I believe I could piece it together on my own, I welcome any guidance you want to throw my way as I start to dig into this stuff. Thank you for any help you can offer!",not_spam "Is this data available publicly or is a kept secret by the airlines? More specifically I'm looking for data with this info: Flight Date Purchase Date Price Airline Seat Class Flight Duration Number of Stops Departure City Arrival City ",not_spam I am an economics major with a love for data and recently learned about the Ralston resorts inc. and Vail resorts merger that went through in '97. They made efficiency claims to the DOJ regarding better prices for customers. I am looking for pricing of lift tickets for any of the mountains included in vail resorts from 97-current. Any places to look or information would be much appreciated. ,not_spam I would like to use zip codes to get the location info of my data. Any data source with good data accuracy recommend?,not_spam " The dataset contains **csv** files for **National level** and **State level** time series for **Confirmed**, **Recovered,** and **Deceased** cases. Also contains **number of tests conducted** in each state, **ventilators**, **hospital bed occupancy** reported in state bulletins. You can find it on Kaggle [here](https://www.kaggle.com/chandrarajsingh/india-covid19-jan-20-may-21).",not_spam "I'm trying to re-create a challenge I had at work, so I can write a data-engineering tutorial and see how others would solve the problem. The actual data domain does not matter as long as the following characteristics are met. * Hosted on a public FTP server (user/password is fine as long as it is free) * Data is stored in zipped text files in the zip format (not gzip) * Data is updated periodically (Hourly or daily would be awesome) * Large files over 100MB would be ideal * Data format in key-value pairs, not CSV, JSON or HTML, would also be ideal I'm pretty sure this is looking for a needle in a haystack. We pull data from a vendor, but I've never seen this on a public server. Any help would be appreciated.",not_spam "Hello, I have acquired a large volume of anonymized transactional data during one of my projects. The data includes: - transaction date - MCC Code - transaction type - transaction amount - POS - city/state/country - account balance - account type - card type (debit, credit) - anonymized customer ID - bank internal informations The data doesn't display any personal information on customers and is only useful for modelling purposes. I have also all the documentation that goes along. Does anyone have an idea on how I could monetize this data ? ",not_spam "I scraped 50 000 abstracts to do some natural language processing, here if anyone else is interested: [csv in google drive](https://drive.google.com/file/d/1Jcu62pkaGNIFm0XGp6r8gtmYeAmXqD5J/view?usp=sharing) Some of them are in Chinese though so there is some cleaning to do! I've scraped them from earliest to oldest. \* [some\_q](https://www.reddit.com/user/some_q/) I know you were interested by the sample data set here is a more complete version!",not_spam "I was looking through wikipedia of lists of various social media top tens e.g. most followed instagram, most viewed youtube video etc. but when I checked some of the citations I noticed different website had different rankings. Does anyone know what is going on? Is one of them wrong or does it have something to do with how they measure each metric? Are there any reliable sources where I can look these things up myself? As an example, here are two tracking websites rankings for most followed Instagram accounts. [Trackalytics](https://www.trackalytics.com/the-most-followed-instagram-profiles/page/1/) [Social Blade](https://socialblade.com/instagram/) And the wikipedia pages say their lists are current as of this month so it makes me wonder who they are actually using as a source.",not_spam "This is a bit of a stretch, but is there any way I get information on the average income within a radius of specified coordinates? I have a list of coordinates for various universities, and I want to lookup the average income of the surrounding communities. Thanks!",not_spam "Need help creating a data set Iโ€™ll be using. analogies below to help avoid industry specific jargon usage: I have a group of friends who all have different food preferences and budgets (min and max theyโ€™d pay for dinner as well as food they like and food they dislike). I need to create a dataset for their preferences so that if on a given night I say Iโ€™d like to go get Italian and pay $30 I would be able to pivot the data and see whose budget Iโ€™m within and who likes Italian food and who dislikes Italians food. The problem is I canโ€™t figure out how to organize the preference section of the data set. While min and max price are easily added as a single cell in a spread sheet for each person. Some of the individuals like 12 foods and dislike 5. What is the best way to organize the data so I can easily analyze the data set to figure out which individuals I would and would not like to ask to go to dinner with. Any videos or help would be greatly appreciated Thanks for any help that comes my way",not_spam "I have a large dataset (website scrape) with around 200k files and ~400mb compressed. I try to move it around my local network with ZIP or 7z but it's very slow to compress, decompress, and work with it. Is there any secret sauce to make it more snappy with this datasets or I just have to suck it up? Edit: Forget the ""ยฟ"", although it's a giveaway of what's my primary language.",not_spam "I am looking for a non-seasonally adjusted data set of coal produced in the United States on a monthly basis, preferably measured in thousand short tons. ",not_spam "Please let me know if you have any link, I need it for my educational project drop me a msg. Thank you!",not_spam "I need a dataset of online ads (images) and how the ad performed (could be any measure like clicks on the ad, etc). Any pointers ?",not_spam "So what I want to do is pretty specific, and after an extensive search, I have not come across a dataset that contains this. I want to compare different metrics for automatic speech recognition evaluation. It could be useful to have a corpus containing the following to have something to compare against. reference | hypothesis | usefulness score ---|---|---- original text | ASR hypothesis | (mean) score for the hypothesis found in a survey My hopes aren't too high as this is a very niche thing to look for, but nevertheless, I figured I could ask here. I got the idea form here: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.441.6817&rep=rep1&type=pdf",not_spam "Was hoping to brush up and practice some logistic and poisson regression among others and thought it would be fun to do it on some political datasets. Many thanks!",not_spam "Hey guys, I've (somewhat recently) discovered a passion on using data to find insights, fortunately I now have some extra time to develop it further. As a first project I want to look at income and wealth inequality over the last 50 years. For this project I've been looking for data on the historic MSRP of supercars since 1966, with the introduction of the Lamborghini Miura, until present day. However, I've been facing difficulty in finding sources for this kind of data (especially in the pre-digital days). Does anyone have any suggestions on where to look? Thanks!",not_spam "I'm working on a project to create a web scraper that can take a list of addresses, identify what county they are in, and then pull back the property records from the given county auditor's website. A recent [post on this sub](https://www.reddit.com/r/datasets/comments/hf470e/us_counties_dataset/) gave a list of all the counties, but I am looking for a data set to cross reference to pull URL of the given county's auditor website. Is anyone aware of a resource for this? Apologies if this is not the place to ask for something like this, I'm newish to the sub.",not_spam "This repository focus on **Data Mining** or **Artificial Intelligence** applied in digital games. &#x200B; If you have a dataset or a dataset list to append, feel free to share. Any suggestions, please comment here or open an ""issue"" in GitHub. If you want to contribute, comment below or make a ""pull request"" in GitHub. &#x200B; *# Edit* Link: [https://github.com/leomaurodesenv/game-datasets](https://github.com/leomaurodesenv/game-datasets)",not_spam " consider this conversation for example [https://pbs.twimg.com/media/EoQWIRcXUAA\_cRA.jpg:large](https://pbs.twimg.com/media/EoQWIRcXUAA_cRA.jpg:large) Is there a public dataset for training a model with the self-reporting capability like \*hand you a sode\*, \*looks at you and smiles\*, and any other expression between \* \* in the conversation in the link.",not_spam "For an assignment I need a dataset through which I can basically play out a story using at least 4 visualizations. Out of those one needs to be out of the big 3(bar, pie and line) or any of it's variations so I was thinking of probably using a geomap/heatmap if possible. Bonus points if it is relevant to the current police brutality situation but it is not a necessity",not_spam "The data set must have: * 2 or more predictors, and * 2 response variables to be predicted * The response variables must have some sort of shared dynamics Not sure what to be looking for, really! Kaggle has a lot of data sets but I'm not sure if any would fit the aforementioned requirements. I'd appreciate it if someone could suggest data sets. Some topics that sound interesting: climate change, sales forecasting, weather forecasting,.. though I'm not sure where to find these data sets and if they fit the 3 requirements above.",not_spam Gathered this info as part of a project. May be will be useful for someone.,not_spam "I would like to find a data set that is similar to https://www.riaa.com/goldandplatinumdata.php?content_selector=gold-platinum-searchable-database# The only problem with the RIAA site is that, while it categorizes records by award, there are no specific values of records sold, gross earnings, or the like. Any help in finding a website that I could scrape these values is appreciated. Thanks!",not_spam "Hi! I have been looking for state-level panel data for the years 1990 to 2015, and I haven't had the best time finding it. Is there a site or database that I am missing? I am trying to estimate the impact of state-level regulations on emissions. So far I have the data for CO2, and other contaminants, but I am looking for covariates (population, GDP, amount of fracking, or any other characteristic at the state-level). Thanks in advance!",not_spam "I wonder if someone could help me to find a dataset containing a time series of the anaerobic digestion process, the data would come from sensors installed in the plant. This data set could contain data like: - pH - Temperature - Pressure - Components of the substrate - Any physical/chemical information - Etc... - Gas output While the gas output is relevant, i'm just looking for a dataset which contains some of those features. If there is no gas output info, I would still like to take a look at it :) This data could come from biogas power plants or even wastewater treatment plants. Can someone give me a little help? :)",not_spam "Obviously the nature of technology (e.g. internet) means that people become more connected. I am wondering if there's any raw/hard data available online that shows that some level of interaction (e.g. face-to-face/in person) has decreased greatly because of this. I am looking forward to your responses!",not_spam i am looking for the dataset [https://www.researchgate.net/publication/328531254\_Providing\_IoT\_host-based\_datasets\_for\_intrusion\_detection\_research](https://www.researchgate.net/publication/328531254_Providing_IoT_host-based_datasets_for_intrusion_detection_research) that concerns this paper and i can't find it anywhere can anyone help? its for a project,not_spam I have a project for my stats class and need a dataset with two categorical explanatory variables and one numerical explanatory variable. I am wanting to do the project on mental health or LGBT issues. Does anyone know of good datasets for this? Thanks!,not_spam "Building a mock information system that tracks food from farm to table, anyone know of a data set that shows origins and destinations of a particular item along a supply chain? ",not_spam "I am looking for a simple list of US High Schools with CEEB Code, Name and Private/Public indicator. Any other data points would be a bonus. Any leads on where I can find this?",not_spam "Hi, Is there any datasets about computer error messages? I'm doing some funny project about ML. This idea come to my mind, but I couldn't find a suitable datasets. thanks.",not_spam "If anyone could direct me to somewhere I can get access to a data set with sound files, with the instruments that are being played with each sound.",not_spam "Hello r/datasets! I'm looking for a dataset of English idiomatic expressions along with their definitions/meanings, e.g., ""let the cat out of the bag"" -- to reveal a secret, usually accidentally. A dataset grouping the idioms by semantic categories (animals, sports, music, etc.) would be even more useful. Any help is highly appreciated!",not_spam "Hi everyone, I am looking for any available public data sets on MLB. I would also be interested in other sports (NFL/NHL/NBA/MMA/etc), but I am especially intrigued by the MLB data this season given the shift in rule enforcement mid-season and want to create some visualizations with the data. If anyone could point me in the right direction, it would be greatly appreciated.",not_spam "Hi all, for a project, I'm in search of a turnover dataset by industry that shows month over month trends. BLS and FRED datasets I've found aren't specific enough for what I'm looking for. Ideally this data would differentiate between voluntary and involuntary turnover and/or be able to be broken out by region or state. If it's a great source of data, I have a budget to pay for it. Wanted to pose the question to this subreddit before attempting to access whitepapers that require putting in contact info - and then getting harassed by salespeople for the next several months. ",not_spam "The title says it all. I am looking for data such as number of crimes committed at the 5 digit zip-code level in the US. Any suggestions ? &#x200B; Thanks in advance.",not_spam "Hello, I need to analyze a Dataset using HMMs. I am aware of movebank.org but the datasets I found there had coordinate measurements at different time lengths which makes it hard to calculate step lengths from. Does anybody know another free source of movement data that offers equal time intervalls? &#x200B; Thank you in advance :)",not_spam "Friends! I cant find any datasets of human body, please help!!",not_spam "This will be the second monthly sidebar series! I thought it'd be relevant to today's events. Post any datasets you have on Stocks, Bonds, ETFs, Mutual Funds, and anything else related to financial markets. Real time data APIs are appreciated as well! Be sure to check out the last two threads linked in the sidebar as well.",not_spam "I know there was a post about a year ago referring to this, but I was looking to do some research in the area and wondered if anyone knew of any datasets available? I found [this](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3438866/) paper, but there doesn't appear to be a data set in the supplementary info. Anything I missed is greatly welcomed! ",not_spam "I compiled all the nominees for the 87th Academy Awards, with some information on the movies themselves and their nomination breakdown: https://www.dropbox.com/s/rubuk2deehrzxr0/87th_academy_awards.xlsx?dl=0 Enjoy!",not_spam "I'm trying to take a data analysis perspective as far as what to generally look at and consider for a house I'm planning to purchase. I don't know if there's a known resource regarding this, but anyway I could pull aggregate and specific data within a zip code area would be amazing. List price, bedrooms/bathrooms, square footage, parking/yard/etc. Thanks for any help! ",not_spam "Does anyone have a suggestion , as I am looking for a data set of venture capital firms and accelerators ? specially ones that work with minority entrepreneurs ... thanks ",not_spam "Hi all, sharing that there's a $500 credit\* to [try Trove](http://aka.ms/trove), and jumpstart your dataset collection. It's a new marketplace built by my team at Microsoft and allows developers to find diverse, real-world image data for computer vision. Today, developers find it hard to gather the right type and quality of data for their models, and people are rarely given control or compensation for their data.ย You can learn more by [reading Trove's story](https://www.microsoft.com/en-us/garage/blog/2020/05/with-new-garage-project-trove-people-can-contribute-photos-to-help-developers-build-ai-models/). Reach out if you're looking for image datasets! *\*Eligibility for the $500 credit depends in part on having an acceptable Trove project and making payments via Trove. Full details on the offer and all eligibility requirements can be found in the* [***official terms***](https://trove-app.github.io/Trove%20AI%20Developer%20Trial%20Program%20Official%20Rules.pdf)*.*",not_spam "I am looking for number of handset model, per city, any country (preferably worldwide or India)",not_spam I am building a grocery store ordering menu on my website. Just seeing if anyone know of a free product/items database that I can use to populate my menus with?,not_spam Could someone recommend a note taking or calendar app I could use? Please note that computer science is not my strong suit. Thanks!,not_spam "I'm working on a project that requires analyzing e-mail text, but for obvious reasons, I don't have direct access to such data. So I'm looking for a dataset that will have similar properties, such as length, language, style, etc, but so far had no luck. Any ideas?",not_spam "Hi, Is it possible to access order book info for a given stock for free? I'm reading an article that uses the following infofor trades: Datetime Type (Bid, Ask, Trade) Price Size qBid Bid Price qAsk Ask Price I'd like to find similar data to recreate the paper for Apple stock. Any ideas where I could find this? The paper claims it was obtained from Bloomberg but when I search for stock I for there, I just can find open and close prices. I'm not a finance person - can anyone help please? ",not_spam "Hi, I'm looking for dataset on Drug related crimes, deaths in India. Legal or illegal drugs. Thanks",not_spam "Hello! Is there any dataset for the request above? I would like to learn how much retail acceptance has played a part in bitcoin's value as well as draw conclusions on whether current speculation is limiting its use as an everyday medium of exchange.",not_spam "I am looking for a Dataset of Movie Reviews like the ""IMDB Dataset of 50k Movie Reviews"" but i need the corresponding MovieID to those Reviews. I imagine it like so: &#x200B; |Review|Sentiment|MovieID| |:-|:-|:-| |I love Batman, great Movie..|1|56719| &#x200B; Do you guys know if there is a Dataset just like that? &#x200B; Thank you for your help!",not_spam "Hey! I'm working on making a house evaluation model for the Greater Toronto Area. Currently we are using the MLS feed but it would help to get more information on any given house - i.e. square footage, the year it was constructed, etc. Any help would be appreciated! Willing to pay",not_spam Basically a dump of as many fonts as possible. Iโ€™m planning to use them for OCR training.,not_spam "US is on a descending trend regarding reported happiness since 2017. US previously had a positive trend with increasing happiness for every year stretching from the start of collecting data in 2013 until 2016. The source providing no explanation model. What is your theory? [US - World Happiness Index](https://countryeconomy.com/demography/world-happiness-index/usa)",not_spam "Hi, I'm trying to find a dataset that has NHL game by game data, i.e. how a team's record changes throughout the season.I'm looking for all seasons of the NHL but would be happy with just a few seasons. Player stats by game would be an added bonus. Is there anywhere I could find this type of data or do you have a recommendation as to where I could compile it from? Thanks!",not_spam " Heres the site you'll be using: [https://humanbenchmark.com/](https://humanbenchmark.com/) It's a simple application so just do as it says. Once you're finished after how many times you please just fill in this form so I can gather the data thank you: [https://docs.google.com/forms/d/1ZQ2dZ3bP9GWa6VpGbHGVS2ksJmGNTBDbkjaic1ZSt7w](https://docs.google.com/forms/d/1ZQ2dZ3bP9GWa6VpGbHGVS2ksJmGNTBDbkjaic1ZSt7w)",not_spam "As above. I should also mention that I'm far from a computie expert, and I'm having trouble with [Tesseract](https://github.com/tesseract-ocr). Is there an OCR that is a little more user friendly? My brain is starting to melt with all the scripting I'm looking at...",not_spam "I am looking to find a data set containing a list of individuals and data on things such as age, gender, weight, city, etc to do analysis on health and how to promote healthy lifestyles. I know this data is well protected because combinations of it could be used to identify people. Is there any way to find a data set such as this? The larger the better.",not_spam " Hello I need dataset pages for twitch Please, I need help! &#x200B; Postscript: I come from 4chan",not_spam I'm doing a project on the Leslie matrix population model and my professor asked me to apply it on the human population. I couldn't find proper data for humans. The number of age groups doesn't need to be a lot but they need to be equally divided. I also need corresponding fertility and mortality rates. Hope you could help me.,not_spam "Hi &#x200B; I'm researching music festivals. does anyone know where I could find data on music festival, size, revenue, popularity, over time? &#x200B; Thanks!",not_spam "What are some datasets that are released on a regular, such as monthly basis? I know BLS releases unemployment figures on the first Friday of every month and I'm curious if any other government agencies have similar data schedules.",not_spam "Looking for datasets of retail banks in the English speaking world (US, Canada, UK, Autralia, New Zealand, possibly India). (Mostly, just need their names, nicknames, and country.) Thank you!",not_spam "Lately, I got interested in micro expression and decided to research and experiment with various datasets related to micro expression.. Researchers often cite used datasets for comparative analysis. However, I found it difficult to go after cited databases, as I could not find the suitable link by which a database can be downloaded from for training.. After reading this article : [A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges](https://www.frontiersin.org/articles/10.3389/fpsyg.2018.01128/full) which compiled an interesting table containing various databases used for micro expressions. I hope someone can help me find the appropriate link with downloadable content for those databases. **Please Help:** * SMIC [https://www.oulu.fi/cmvs/node/41319](https://www.oulu.fi/cmvs/node/41319) , however the file is labelled as application/octet-stream and I am not sure how can this file be used.. * CASME II [http://fu.psych.ac.cn/CASME/casme2-en.php](http://fu.psych.ac.cn/CASME/casme2-en.php) , however from my side the website is unreachable or server is not found.. &#x200B; https://preview.redd.it/9gacs5ckpie51.png?width=1016&format=png&auto=webp&s=63ec0ee17d6b620f47f5c2d3a6db1c1f8674626d",not_spam "Hello everyone, I am looking for data to research dynamic pricing for university, I have found data for Airbnb on [insiderairbnb](http://insideairbnb.com/get-the-data.html) and a few datasets ([1](https://www.kaggle.com/residentmario/iowa-liquor-sales), [2](https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/data/Sales_Product_Price_by_Store.csv), [3](https://www.kaggle.com/aungpyaeap/supermarket-sales)) for retail shops, other than that I have not been able to find anything else. Most datasets that I have found or that I could create (using [camelcamelcamel](https://camelcamelcamel.com/) for amazon products for example) only contain the price of the item across time, I also need the amount sold or ways to estimate it. My team and I are looking for data on the airline ticket, retail, and e-commerce industries. Any data, leads or ideas would be greatly appreciated!",not_spam "Additional information would be helpful as well, but I'm primarily interested in knowing about the approx. number of hospitals available in DRC.",not_spam "Hi all, I am doing some research on the identification of the complex concepts in video lectures. I have tested my approach on some of the video lectures from Youtube. To proceed further, I need some MOOcs forum dataset. Is there any dataset available ? Thanks ",not_spam "Hi. I'm working on my final project for this semester where we need to work on a data correlation dashboard and I'm interested in working on info related to internet media consumption (video games, porn, YouTube, etc) and analyze its correlation with COVID. Extra points if it's related to Latin America. Been looking around but haven't found anything useful with info from 2020. Any leads would help a lot. Thanks!",not_spam "Scraped the [fifa.com](https://fifa.com) statistics page for each game into CSV. [https://gitlab.com/djh\_or/2018-world-cup-stats/blob/master/world\_cup\_2018\_stats.csv](https://gitlab.com/djh_or/2018-world-cup-stats/blob/master/world_cup_2018_stats.csv) Columns are: \`Game,Group,Team,Opponent,Home/Away,Score,WDL,Pens?,Goals For,Goals Against,Pen Shootout For,Pen Shootout Against,Attempts,On-Target,Off-Target,Blocked,Woodwork,Corners,Offsides,Ball possession %,Pass Accuracy %,Passes,Passes Completed,Distance Covered km,Balls recovered,Tackles,Blocks,Clearances,Yellow cards,Red Cards,Second Yellow Card leading to Red Card,Fouls Committed\` There's a little ruby scraper in that repo along with the source pages, but the above CSV is what is created.",not_spam "I want to analyze dinosaur fossil data with machine learning. Someone knows fossil dataset which can be get on the web site ?",not_spam Hi the wonderful people of reddit. I am looking for a balanced panel dataset for Panel data analysis. Kindly let me know of sources.,not_spam "Is there any possible way to pull the petition data from the (White House)(https://petitions.whitehouse.gov/petition/peacefully-grant-state-texas-withdraw-united-states-america-and-create-its-own-new-government/BmdWCP8B) site? I specifically am trying to get the location data. I know there should be a way but I just can't think of it right now and I'll be damned if I'm going to go through 90,000+ entries. Anyone with a good idea gets some sweet karma!",not_spam "I have found many websites and articles talking about how the BMI of the patient can affect their chances of surviving this virus. \[ICNARC Covid-19\]([https://www.icnarc.org/About/Latest-News/2020/03/27/Report-On-775-Patients-Critically-Ill-With-Covid-19](https://www.icnarc.org/About/Latest-News/2020/03/27/Report-On-775-Patients-Critically-Ill-With-Covid-19)) [https://nos.nl/artikel/2328804-veel-patienten-op-ic-met-overgewicht-maar-ga-nu-niet-te-streng-dieten.html](https://nos.nl/artikel/2328804-veel-patienten-op-ic-met-overgewicht-maar-ga-nu-niet-te-streng-dieten.html) \[Italy report\]([https://www.epicentro.iss.it/coronavirus/bollettino/Report-COVID-2019\_20\_marzo\_eng.pdf](https://www.epicentro.iss.it/coronavirus/bollettino/Report-COVID-2019_20_marzo_eng.pdf)) \[Becker Hospital Review\]([https://www.beckershospitalreview.com/public-health/obesity-increases-risk-for-covid-19-complications-data-shows.html](https://www.beckershospitalreview.com/public-health/obesity-increases-risk-for-covid-19-complications-data-shows.html)) [https://bringmethenews.com/minnesota-news/u-of-ms-osterholm-says-obesity-could-be-deadly-factor-in-u-s-covid-19-outbreak](https://bringmethenews.com/minnesota-news/u-of-ms-osterholm-says-obesity-could-be-deadly-factor-in-u-s-covid-19-outbreak) \[World Obesity Report\]([https://www.worldobesity.org/news/coronavirus-disease-covid-19-outbreak-for-people-living-with-obesity](https://www.worldobesity.org/news/coronavirus-disease-covid-19-outbreak-for-people-living-with-obesity)) \[New York Post\]([https://nypost.com/2020/03/26/obesity-increases-risk-for-coronavirus-complications-report/](https://nypost.com/2020/03/26/obesity-increases-risk-for-coronavirus-complications-report/)) But I can't find any dataset about it. Does anyone know where would be possible to obtain any related dataset?",not_spam I need this data for a Statistics project. This project serves to create a Multiple Linear Regression Model to predict Incidences of the Measles Virus. ,not_spam "I believe the title is self-explanatory. I'm after data on grade inflation over the years for college students in the US and/or abroad. &#x200B; Thank you.",not_spam "I just wanted to update everyone on the progress I am making to make available all 3+ billion comments and submissions available via a comprehensive search API. I've figured out the hardware requirements and I am in the process of purchasing more servers. The main search server will be able to handle comment searches for any phrase or word within one second across 3+ billion comments. API will allow developers to select comments by date range, subreddit, author and also receive faceted metadata with the search. For instance, searching for ""Denver"" will go through all 3+ billion comments and rank all submissions based on the frequency of that word appearing in comments. It would return the top subreddits for specific terms, the top authors, the top links and also give corresponding similar topics for the searched term. I'm offering this service free of charge to developers who are interested in creating a front-end search system for Reddit that will rival anything Reddit has done with search in the past. Please let me know if you are interested in getting access to this. February 15 is when the new system goes live, but BETA access with begin in late December / early January. **Specs for new search server** * Dual E5-2667v4 Xeon processors (16 cores / 32 virtual) * 768 GB of ram * 10 TB of NVMe SSD backed storage * Ubuntu 16.04 LTS Server w/ ZFS filesystem * Postgres 9.6 RMDBS * Sphinxsearch (full-text indexing) ",not_spam "I know this isn't strictly a request for a dataset, but was hoping someone may be able to help. I work with a company who has a few thousand shopfronts. We are looking for the best way to collect point of sale transaction data from as many as possible, and to send on a fairly frequent basis to a central location, so we can turn it into a data warehouse. Any ideas on the best way of collecting POS data as simply as possible?",not_spam "Really focusing on whether a certain day was mostly sunny, rainy, cloudy/overcast, etc. Not really interested in things like temperature.",not_spam "Hi everyone, Do you know if there are any other datasets out there like the [Yelp Open Dataset](https://www.yelp.com/dataset)? Yelp did a great job with this data and there approximately 11500 scholarly publications in Google Scholar alone. Please let me know if you know any other companies that supply datasets openly for research purposes.",not_spam "Shared this data last week and got some really great feedback. We've now got a partnership with a new WHOIS provider allowing us to paint an incredibly detailed picture of malicious online activity throughout the pandemic. I'm certain more can be done with the data we've pulled together. Please download it, play with it, let me know if you have any thoughts. [https://github.com/ProPrivacy/covid-19](https://github.com/ProPrivacy/covid-19) [https://proprivacy.com/tools/scam-website-checker](https://proprivacy.com/tools/scam-website-checker) [https://public.tableau.com/views/TrackingonlinemaliciousactivityrelatedtoCoronavirus/TrackingonlinemaliciousactivityrelatedtoCoronavirusCOVID-19?:display\_count=y&publish=yes&:origin=viz\_share\_link](https://public.tableau.com/views/TrackingonlinemaliciousactivityrelatedtoCoronavirus/TrackingonlinemaliciousactivityrelatedtoCoronavirusCOVID-19?:display_count=y&publish=yes&:origin=viz_share_link)",not_spam "I am currently working on my master thesis about a performance comparison between actively and passively managed funds and am struggling to find a list of the actual funds in Germany. Sources such as the Investment Company Institute provide information regarding total net assets of funds by country or what percentages of assets under management belong to mutual funds and ETFs. What funds they entail however, is not mentioned. Since I want to look up daily/weekly/monthly returns (what ever data is available here) of the separate funds I would need the names of those. So a list of the top 10/50/100 German Mutual Funds or ETFs is what I would be interested in. It doesn't matter if it is an open source or a licensed one like Bloomberg. &#x200B; Any suggestions are welcome and thank you all in advance. Excuse me if I violated any rules of this subreddit or if my request does not belong here, I would appreciated being corrected in such case.",not_spam "Hi all, I am looking for a dataset the tracks median household income by country (not just OECD countries) and by year, dating back to 1980. Does anything come to mind?",not_spam "I'm looking for any sports dataset that includes the umpire or referee's on-field decision before a review (and of course the review's outcome). Examples would be: Soccer (umpire's decisions on goal/no-goal or penalty-no-penalty before VAR), Tennis (in/out line calls before player challenges are checked by Hawkeye), Cricket (wicket/no-wicket decisions before DRS reviews), Rugby League (try/no-try before Video Referee) - but possibly there are other sports. As far as I know, most sports datasets include the FINAL decision, but not the umpire's initial decision (and thus whether the umpire was right or wrong).",not_spam "I've compiled a dataset of adult films. Can I publish it on github or place like Kaggle? Even though it's only text based, some of the titles including adult languages text. Or is it better just to host it on my own? Although kind of wasteful for just a dataset. ",not_spam "Merry christmas everybody! I am wondering if there is a labelled dataset with images of skin lesions and moles, benign and malignant, which is also commercially available? HAM10000 etc. are only for non-commercial use as far as I can tell. Maybe there is a data provider that sells such a dataset? Unfortunately I haven't been very successful with my search.",not_spam "Any chance anyone can help ? Iโ€™d be forever in debt to you [https://www.statista.com/statistics/267948/brand-value-of-the-leading-10-most-valuable-luxury-brands-worldwide/](https://www.statista.com/statistics/267948/brand-value-of-the-leading-10-most-valuable-luxury-brands-worldwide/) [https://www.statista.com/statistics/246133/value-of-the-online-personal-luxury-goods-market-worldwide/](https://www.statista.com/statistics/246133/value-of-the-online-personal-luxury-goods-market-worldwide/) [https://www.statista.com/statistics/693352/online-market-share-of-leading-luxury-brands/](https://www.statista.com/statistics/693352/online-market-share-of-leading-luxury-brands/) Comment if you can help! I can DM you my email. Thanks for your time.",not_spam "I'm currently trying to create a chatbot that tries its best to replicate the mannerisms of a teenager and I was wondering if there were any good datasets from sources online, like social media or messaging apps, that could help. Thank you!",not_spam "I've been looking for a while for a data set that I can use as a demo. To be realistic to interested companies, the data set would need at least a few million individual entries/rows. A set this large specified to healthcare might not be available for free and/or publicly, but I want to thank anyone reading this in advance anyway. Thanks!",not_spam "Does anyone know any links to data sets for fires in Detroit, emergency services or anything in that region? ",not_spam "I have no idea if this data is publicly available or not. I did find White House Visitor Records Requests (https://open.whitehouse.gov/dataset/White-House-Visitor-Records-Requests/p86s-ychb), but is the same dataset available for the Capitol Building?",not_spam "Yo, Iโ€™m new to reading understanding data/datasets please may people recccomend good literature on how to use//apply//synthesise data sets to use in projects! โ€ขWhat programmes are you use to synthesise data? โ€ขExamples of projects youโ€™re doing//done โ€ขSites with good open access to acquiring large datasets Any advise appreciated! Thanks",not_spam "Disclaimer: I work for bit.io, where I've hosted the analysis-ready dataset. I put a ton of work into cleaning up this dataset and have done several cool analyses with it. I want to share the data and I hope others will find interesting things to do with it. Here is an analysis-ready version of the United States Consumer Product Safety Commission's National Electronic Injury Surveillance System (NEISS) data from 2016-2020: https://l.bit.io/neiss-r The raw data can be found here: https://www.cpsc.gov/Research--Statistics/NEISS-Injury-Data/ The bit.io repository also links to the R script used for cleaning the data. The major data cleaning steps involved merging multiple years of data (originally need to download year-by-year as excel files) and translating numerical codes to more descriptive values (e.g. injury type 67 to ""Electric shock""). This involved quite a bit of careful alignment across years of data. Some key data characteristics: - More than 1.5M records of product-related injuries - Five complete years of data - Categorical columns indicating (1) which product(s) were involved in the injury; (2) which body part(s) were harmed; and (3) what the diagnosis was - Weights to extrapolate from individual records to nationally-representative estimates - Narrative summaries of each incident (I think there's a lot of potential for some kind of NLP project with these summaries). Projects I've done with the data so far (more self-promotion, and hopefully some inspiration): - [Local Outlier Factor Analysis with Scikit-Learn](https://l.bit.io/r-lof): includes a section applying outlier analysis to the NEISS data and concludes that holidays are outlier in terms of patterns of injuries (July 4 Fireworks). - [Independence Day is the Most Dangerous Holiday](https://l.bit.io/independence-r): A holiday-themed analysis of injury data comparing holidays to determine which is the most dangerous and why (hint: fireworks).",not_spam "Istanbul Metropolitan Municipality has released city datas. Categories: Transportation, Environment, Energy, Life and Economy. Link here: https://data.ibb.gov.tr/en/",not_spam "Hello, I'm not familiar with (.db) files but I really need to open one since all my videos have been stored on it for some reason. can someone help?",not_spam "Hi. I want to try building a recommendation engine that would adjust depending on what user likes/dislikes. I'm looking for a dataset similar to reddit posts, but with anonymous info on likes/dislikes, i.e. post xyz was liked by userhash123, userhash999, etc. Does such a thing exist?",not_spam "I'm trying to pull a list of geotagged locations for the following: [https://destinilocators.com/boweryfarming/site/locator.php](https://destinilocators.com/boweryfarming/site/locator.php) [https://destinilocators.com/plenty/site/locator.php](https://destinilocators.com/plenty/site/locator.php) I am not tech savvy, only been able to right-click and inspect / view page source. I see some references to ArcGIS geocode for each of those pages, so am guessing there are geotagged locations in there. I just have no idea how to extract them. If someone could walk through the process of pulling the data out, that would be appreciated. Of course, if I just get the output that will be helpful too, but more so trying to learn how to do this myself. Thanks in advance.",not_spam "I'm looking for a dataset containing all of the median income data by household or family for all census tracts in the U.S. I've seen some websites that display this data and cite the census acs but I cannot find where this dataset is located. On [data.census.gov](https://data.census.gov), it won't let me select census tracts for displaying this data. Any help is appreciated and if perhaps there is no data for census tracts, if someone could tell me the next best thing (i.e. blocks, zip code tabulations, etc.). Thank you and please let me know if I should clarify anything. I am very new to working with large datasets and GIS in general",not_spam is there any benchmark dataset with object bounding boxes and its attributes,not_spam "I'm teaching SQL to a friend at work, and looking for an interesting political database, that can be spun up locally, for them to query against for practice. Does anyone know where to find a database like that? Ideally it would be something similar to the Adventureworks database, flexible and easy to import. Google turned up a few import-able databases, but couldn't find anything politically based (at least without needing to stitch together unrelated tables).",not_spam "Data from Glassdoor can be accessed in this [google sheet](https://docs.google.com/spreadsheets/d/1UwyOHBOiKOVoDu8mEan_55tajQZQ8idPF65LOlDCHfo/edit#gid=405937537); let me know if you have any questions about it. I think it's interesting to see which companies are highly rated and the companies with big gaps between CEO approval and company approval. I did some analysis on the data and posed further questions here: [http://www.residualthoughts.com/2020/05/30/which-companies-have-the-most-likable-ceos/](http://www.residualthoughts.com/2020/05/30/which-companies-have-the-most-likable-ceos/)",not_spam "Iโ€™m doing a project and Iโ€™m looking for the race and ethnic breakdowns of a city by age group. When I use the American FactFinder guided search I can find data sets for each individual race or ethnic grouping by age, but not one set with all that data. So instead of having a single data set that shows the age breakdown of Hawaiian and Pacific Islanders for a certain city, Iโ€™m looking for an age breakdown of a specific city for Whites, Hispanic, Native Americans, and so on. So Under 5 would be the first age group and it would show White: 10,500 Black: 8,000 Etc. And then it would be the same thing with every race grouping for 5-9 and then 10-14, and so on. Is there a way to view this data that way? I donโ€™t understand why itโ€™s separated by race for entire datasets. I just want one dataset with all age groups broken down by all race groups. ",not_spam I feel like this should be easy to find but I just can't find any datasets like this.,not_spam "Hello, I am a CS-student writing my bachelors degree with focus on deep learning in cyber security. I want to gather information about threats detected, the significance of the threat, occurrences for each, methods used etc. It can also involve the following: * Malware/phising detected (yearly/quarterly/monthly/daily) * New malware * Amount of experts in the field * Network traffic analysis * DOS attacks * Spam/social engineering attempts What I am looking for can either be collected from anti-virus software companies, governments or personal collections of data. At this point, any data related to cyber security is greatly appreciated since I don't know 100% what to look for at the given time. I want to gain a broader understanding of unwanted activity that can be categorized and shown in numbers. I will reach out to anti-virus software companies but I first wanted to try my luck here. If you know any I *can* reach out to, please let me know.",not_spam "Hey guys, I'm wondering how do we identify whether the dataset will be suitable practice the methods of regression ? Mainly these 3 methods of regression on particular : Least square, logistic and regularized regression What are the criteria that I have to consider before choosing a dataset to work on? p.s. feel free to share the source of the dataset or maybe a link from Kaggle :) Appreciate it!",not_spam "Trying to find an up to date dataset for suicide (including 2020/ covid/ lockdown times for obvious reasons, please wear a goddamn mask guys). The best I can find is 2017 ish. I'm relatively new to ""data science"" broadly as well. So if someone could give me some pointers for getting raw data from the CDC please lmk.",not_spam "Introducing the schrutepy python package! Do NLP and text analysis with the entire transcriptions from The Office [https://technistema.com/posts/python-text-analysis-with-the-schrutepy-package/](https://technistema.com/posts/python-text-analysis-with-the-schrutepy-package/)",not_spam "This may be a peculiar ask, but I'm looking for a dataset of images of climbing shoe soles. For context, rock climbing shoes can be resoled once they start to wear down for much much cheaper than buying a whole new pair. However I'm not always sure how worn down my shoes is and if it's bad enough to send for repair. I could always go to the shop to get a professional's opinion but since I'm also trying to learn more AI programming, this would be a neat project if any such dataset exists. If anyone could point me in the right direction that would be great!",not_spam "I'm looking for datasets of street scenes recordings (images and/or videos), for computer vision prototypes applied to autonomous cars. I've found a lot of them (KITTI, Mapillary Vistas, CityScapes, SYNTHIA...), but all the licenses only allow education and research purposes. Do you know any allowing commercial use ?",not_spam "I am hoping to find some resources that I could use in finding a dataset >10,000 records regarding home sales, including information on rooms, square footage, etc. I am building a ""hot or cold market"" prediction model for a school project and have not had any luck finding any datasets to use as a training dataset that would work. Any help is appreciated, thanks!!",not_spam I'm looking for an annual gold produced/mined preferably global since 1971 at least. ,not_spam "Good afternoon. I'm trying to find one or more datasets on unemployment among different ethnicities in LA (city or county) over the years, preferably between the early 2000s and late 2010s. I've found some datasets in the US Census Bureau and the Bureau of Labor Statistics sites, but they're not exactly what I'm looking for. Does anyone know where I could find this information? I've only been able to find fragmented data that don't show the whole picture of what I'm looking for. Thank you so much!",not_spam Where can I find datasets for monthly individual bank statement ?,not_spam "Hello, I am looking for Arabic sentiment anlaysis dataset , can someone help me and give me a link?",not_spam "Hello frens, &#x200B; I uploaded a [dataset of MRI Scans for brain tumor segmentation](https://www.kaggle.com/andrewmvd/brain-tumor-segmentation-in-mri-brats-2015). It is the training set for the BraTS competition for the years 2018, 2019 and 2020. The data contains MRI scans and expert segmentations for HGG and LGG (high grade and low grade gliomas), as well as survival data. It can be used for tumor type classification, tumor segmentation and survival analysis. Hope it helps, &#x200B; All credits go to: >\[1\] B. H. Menze, A. Jakab, S. Bauer, J. Kalpathy-Cramer, K. Farahani, J. Kirby, et al. ""The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)"", IEEE Transactions on Medical Imaging 34(10), 1993-2024 (2015) DOI: 10.1109/TMI.2014.2377694 > >\[2\] S. Bakas, H. Akbari, A. Sotiras, M. Bilello, M. Rozycki, J.S. Kirby, et al., ""Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features"", Nature Scientific Data, 4:170117 (2017) DOI: 10.1038/sdata.2017.117 > >\[3\] S. Bakas, M. Reyes, A. Jakab, S. Bauer, M. Rempfler, A. Crimi, et al., ""Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge"", arXiv preprint arXiv:1811.02629 (2018)",not_spam "For the past few days I've been trying to develop enough coding skills to extract tweets using Twitter's API and python and I'm at a breaking point. I have no formal coding education and every tutorial is about ""streaming"" the tweets or leaves out a bunch of steps that are necessary for people without coding knowledge. How can I produce a csv file containing tweets with a specific hashtag or @mention plus its geotag? Is it really this difficult? I haven't tried R, would that be easier to figure out? Someone please help",not_spam "Due to the ongoing pandemic, a significant proportion of the labour force are now working remotely. For example, see the article here: [https://voxeu.org/article/working-home-estimating-worldwide-potential#:\~:text=Globally%2C%20among%20employees%2C%202.9%25,before%20the%20COVID%2D19%20pandemic.&text=These%20estimates%20are%20based%20on,Source%3A%20ILO%20(forthcoming)](https://voxeu.org/article/working-home-estimating-worldwide-potential#:~:text=Globally%2C%20among%20employees%2C%202.9%25,before%20the%20COVID%2D19%20pandemic.&text=These%20estimates%20are%20based%20on,Source%3A%20ILO%20(forthcoming)). Is there any dataset on global remote working suitabality or percentage of labour force that are working remotely?",not_spam "Hey guys, I'm new to this subreddit. I've been looking all over for a shipping data set that contains at least these things, United States domestic, county of origin, county of destination, truck type/class, truck weight, and miles driven. I've been looking everywhere for a data set like this. Are there any suggestions on obscure places I may have missed or a set somebody may have posted in the past? I'd really appreciate any help.",not_spam "This site is fairly powerful, but it lacks any crime data for some reason: https://factfinder.census.gov/faces/nav/jsf/pages/index.xhtml ",not_spam "Hey yall, I'm new to this sub but I need help finding a dataset tracking surplus food dumping that includes the location, the type of food, and the amount of produce dumped. Any help pointing to these datasets will be greatly appreciated. Thanks!",not_spam I just need a set with a response variable along with at least one qualitative variable and any number of quantitative variables. Any Subject I can use. Just having trouble finding a set. Thanks!,not_spam Trying to find a dataset on median household income/wages. Preferably over the last 20 years but less is okay too. US and Japan interest me most.,not_spam "I'm looking for a multi-class image dataset comprising of pictures of animal footprints. I've been unable to find one, and ended up making my own dataset. However, I was unable to properly validate my data. So, I'm looking for a dataset that has already been validated.",not_spam "I realise there is some difference between day-ahead and intraday prices, although I'm not sure if the latter applies to the UK, or how to adjust day-ahead prices with intraday if necessary. Any help would be greatly appreciated.",not_spam "This data should be available for purchase / to the public, as [https://www.everydoordirectmail.com/](https://www.everydoordirectmail.com/) has it. [https://eddm.usps.com/eddm/customer/routeSearch.action](https://eddm.usps.com/eddm/customer/routeSearch.action) is where this data is used by USPS, but we're looking to overlay it with more advanced demographic settings. Any idea as to where to start?",not_spam "Looking for a data set which lists Chinese births, including the age of the mother at the time of birth. I'm new to the subreddit, so if this submission is incorrectly formatted, please let me know; I'd be happy to revise and resubmit. I'm also new to searching for data in any capacity, so if there are any general tips, I would also appreciate it. Thank you! ",not_spam "I'm looking for a data set or resource that lists all properties and buildings in a given city and the use of those buildings. In particular buildings of multiple or large occupancy. For instance, all apartment blocks in Sheffield. Any help or guidance appreciated",not_spam "Hello, I am currently trying to find a decent dataset on used cars. I would like to not only have information about the car itself (make, model, mileage) but I would like to have consumer report data as well (how often was maintenance, things broke, etc etc) on that same type of vehicle. My goal is to determine the cars with the most โ€œreliability.โ€ I am still not quite sure what key metrics I will deduce that from. I am currently looking for a new car and wanted to have a cool exploratory analysis project to show for myself, so any clever ideas, hints, or thoughts would be greatly appreciated. ",not_spam "Hi -- I am trying to get a handle on public data across the country at the county-level. Basically, I want to know what types of info are out there generally (demographic / economic / etc.) and, ideally, who is aggregating this at the state (or national?) level. Can anyone advise on where to start with this? EDIT: I neglected to specify that I mean for the US.",not_spam Does such a thing exist? Iโ€™ve looked into the BigQuery dataset and GHTorrent but canโ€™t figure out a way to get a list of users who have Python repositories. Thanks for any help!,not_spam "I'm looking for vehicle telematics dataset to classify drivers based on their driving behaviour. I have looked into AXA vehicle telematics challenge on kaggle, but unfortunately kaggle has removed the dataset. I'll be using this dataset for Usage Based Insurance. ",not_spam "Earlier this week, [u/EricW\_CS](https://www.reddit.com/user/EricW_CS/) posted about his [US Supreme Court transcript dataset](https://github.com/EricWiener/supreme-court-cases). I took the liberty of importing it into [Dolt](https://github.com/liquidata-inc/dolt) which is a SQL database with Git Semantics. It's on DoltHub for everyone to use: https://www.dolthub.com/repositories/Liquidata/us-supreme-court-cases I did a little bit of cleaning in the process or importing it. It's a very cool dataset to run SQL on. Famous quote by Sandra Day O'Connor: ``` timsehn$ dolt sql -q ""select * from transcripts where speaker='Sandra Day O\'Connor' and text like '%pornography%'"" +--------------------------------------------+-----------------------------------+----------------------------------------------------------------------+---------------------+----------+----------+----------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | case_name | title | link | speaker | start | stop | duration | text | +--------------------------------------------+-----------------------------------+----------------------------------------------------------------------+---------------------+----------+----------+----------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Ashcroft v. American Civil Liberties Union | Oral Argument - March 02, 2004 | https://apps.oyez.org/player/#/rehnquist10/oral_argument_audio/22093 | Sandra Day O'Connor | 136.198 | 154.982 | 18.78 | Mr. Olson, part of the problem is that the pornography laws that would apply to adult viewers don't seem to be enforced very well, the obscenity laws. | | Ashcroft v. Free Speech Coalition | Oral Argument - October 30, 2001 | https://apps.oyez.org/player/#/rehnquist10/oral_argument_audio/21372 | Sandra Day O'Connor | 483.178 | 492.276 | 9.1 | Mr. Clement, may I ask you a question again relating to the affirmative defenses or youthful adult pornography. | | Hunter v. Underwood | Oral Argument - February 26, 1985 | https://apps.oyez.org/player/#/burger8/oral_argument_audio/19281 | Sandra Day O'Connor | 1538.688 | 1559.452 | 20.76 | The Court of Appeals also indicated, I think in a footnote, that the statute was under-inclusive because sometimes that apparently it would be characterized at least by the Court of Appeals as crimes of moral turpitude are not included such as mailing pornography and so forth. | | United States v. X-Citement Video, Inc. | Oral Argument - October 05, 1994 | https://apps.oyez.org/player/#/rehnquist10/oral_argument_audio/20030 | Sandra Day O'Connor | 1643.659 | 1654.034 | 10.38 | Well, General Days, I thought we had already agreed that it doesn't require obscenity or pornography, but just a visual depiction of sexually explicit conduct. | | Wal-Mart Stores Inc. v. Samara Bros. Inc. | Oral Argument - January 19, 2000 | https://apps.oyez.org/player/#/rehnquist10/oral_argument_audio/20162 | Sandra Day O'Connor | 253.073 | 257.584 | 4.51 | It's... it's sort of like pornography: I know it when I see it. | +--------------------------------------------+-----------------------------------+----------------------------------------------------------------------+---------------------+----------+----------+----------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ ```",not_spam I want to look for patterns in patients which get diagnosed b with hypothyroidism to see if there are patterns better their diagnosis which are different to those patients which never get diagnosed.,not_spam "Hi guys, I'm sharing the dataset of the 2022 Winter Olympics in Beijing, It contains details about the Athletes, the countries they represent, details about events, coaches, genders participating in each event, etc. Will keep on updating Medals every few days as the event progresses. [https://www.kaggle.com/arjunprasadsarkhel/2022-winter-olympics-beijing](https://www.kaggle.com/arjunprasadsarkhel/2022-winter-olympics-beijing)",not_spam Where can I find the latest and up to date datasets of suicide rates with detailed age distributions?,not_spam I need a large dataset (10k-20k+ entries(row\*columns) in total) collected from any sensor which can be used for some important thing after processing,not_spam "Hi! I am a newbie doing a machine learning based project about using ais data of the ship and from the past dataset predicting if it has been involved with some accident or not in real time. But the problem is I haven't been able to find a dataset for it . I did find one on kaggle but it's too small and many other paid services out their don't provide historic data. Are you guys aware of any source? I've tried bigquery , data.gov , kaggle , aishub etc. but to no avail.. Thanks in advance.",not_spam "Hello everyone, I'm looking for any industrial dataset and can't find anything online. Hoping someone could point me in the right direction. I'm looking for data that has to do with process control, chemical processes, wind turbine output data, combined cycle power plants. Any industrial nonlinear system will work just fine. I came across a dataset from UCI from a combined cycle power generation but unfortunately, the data has been previously shuffled and the data is not sufficient to train my model. Have an awesome Sunday, everyone!",not_spam "Does anyone know if there is demographic information about the subjects in the [MUCT landmarked face dataset](https://github.com/StephenMilborrow/muct) other than male/female and glasses/no glasses? For example, age, ethnicity, etc.",not_spam "Iโ€™m working on a case study for my portfolio for a no-degree certification program & placement assistance, and found a Fitbit dataset on Kaggle, but I need a second dataset. Something that includes reproductive health and fertility would be amazing. Do you have any suggestions? Iโ€™m looking to import into R Studio. Thank you!",not_spam "Starting Jan 1st, US hospitals have to post prices online. Anyone have a link of a price list that is already up?",not_spam "I'm looking for a dataset that captures the unfolding of user-device interaction for a mobile device like phone or ipad. For example, a whole bunch of events like unlock --> open app A --> close and scroll to app B --> open app B --> take a screenshot... I'm looking for a whole bunch of visitor journeys like this. Can anyone direct me to something like this?",not_spam "Hi, I'm looking for some **Plant disease detection dataset.** I need Corn and Wine cultures, but can be a general dataset about plant disease. &#x200B; Thanks for your attention.",not_spam "I am a graduate student in Epidemiology looking to work on a project relating sweetened/sugary beverages ad exposure to diabetes prevalence in particular regions of the southeast. Any recommendations? I am hoping to have free and open datasets, but I can pay a small fee if needed. I just have googled a million different combinations of that request, all to no avail. ",not_spam "Hey guys, just found your sub, thought I'd give this a shot. For one of my labs in my stats class I can choose any dataset I want to analyze using a program called R. I was wondering if you guys had any cool datasets for weird phenomena? I was given datasets in my class but they're really bland and boring. I want something funny to talk about! Thanks for all your help :)",not_spam "Hello, I am looking for ways to collect news article corpus of specific media like CNN or Fox that also has a time range. For instance: corpus of all CNN articles published in 2012, corpus of all FOX articles published in 2012, etc. How do I approach getting this data? Do I need to scrape them myself?",not_spam I'm trying to perform sentiment analysis on News articles. It has not any label. Is there any way to do this?,not_spam "Looking for a data set on recommender systems, any organisation at all with good quality data on ratings, customer behaviours, buying habits etc. I need to analyse a data set for a university project.",not_spam Hi I'm looking to do some practice analysis on a data set involving the transactions of large companies. Anything from mergers/acquisitions to new product releases etc. Does anyone know of such a data set?,not_spam "I could only manage to find them for a few years. Since the IBAN codes often change, it is messing up my data. The changes are documented in the registries, but it is really hard to find and the registries themselves should be free.",not_spam "I'm looking for a data set that meets the criteria named in the title (or some of them) based on latitude and longitude. I would say that at least 100 rows for North America is a must (and btw. it can be any continent besides Antarctica), so imagine a 10x10 grid over North America with some information about each square. Preferable size 400 rows, but anything above 100 would do (even 100000). Most important is the type of terrain (forest, desert, mountains etc.), mean elevation and temperature.",not_spam "Hi. I am looking for a dataset with pictures of galaxies alongside their names. I have looked into the galaxy zoo dataset but the entries there has ids instead of their actual names. Is there any dataset that provides that? I am looking for something like [this](https://data.galaxyzoo.org/images/fig2b.png).",not_spam "[https://www.kaggle.com/ashaheedq/video-games-sales-2019](https://www.kaggle.com/ashaheedq/video-games-sales-2019) This is a scrape of the website vgchartz as of Apr 12, 2019, a total of 55,792 records in the dataset you can check the source code of the script used to generate this dataset [https://github.com/ashaheedq/vgchartzScrape](https://github.com/ashaheedq/vgchartzScrape)",not_spam "I donโ€™t know how many sneakerheads are in this sub, but StockX is running a data analysis/visualization contest this week - worth checking out. Theyโ€™re providing a massive file of sneaker sales (n=100K) and asking participants to come up with original data viz. Top prize is $1K. The data looks really interesting; Iโ€™m not sure Iโ€™ve seen another data set like it. Contest details here: [https://stockx.com/news/the-2019-data-contest/](https://stockx.com/news/the-2019-data-contest/)",not_spam "I am in need of a dataset or table where I can cross-tabulate the proportion of a population by age and chronic underlying condition (diabetes, asthma, etc.) with COVID-19 outcomes. It is to create an agent-based COVID-19 model. I can find lots of data by age, lots by underlying conditions, but not both. I essentially need to be able to fill in the table below for different age brackets. Can anyone help? I'm at a loss here. &#x200B; https://preview.redd.it/57gv2cvuxj651.png?width=687&format=png&auto=webp&s=b9c9924c42ca8f77ecca816df14432bba6c5c794",not_spam "Hello there, I was looking for interesting datasets and I found the dataset of [Number of International Visitors to London](http://data.london.gov.uk/dataset/number-international-visitors-london). I downloaded it and now I have a doubt, which I could share with you and try to clear as much as possible. The xls file contains some sheets. Assume I select the 'By country' one. In the row regarding Argentina, in the first column (year 2002) I see 14,6 as value (that's rounded up). Now, I can't understand it. The header says ""Visits (000s)"", so I think those values are thousands? I mean, that 14,6 becomes 14600? Plus, there is some ambiguity on using the comma: in the UK the . symbol is used as a decimal mark, thus I think the aforementioned value would be 14,600.00, right? (fourteen thousand and six hundred) I know that maybe this is a *silly* question but I can't understand it alone! Thank you! ",not_spam I require a big dataset of earnings call transcript for a NLP project. I'm not associated with any university. ,not_spam "Hi all, I think it would be interesting to merge the genetic tests that you can currently buy that tell you your ethnic origins from your DNA and photos of a personโ€™s face. I would imagine that given a large enough data set, we could probably produce some kind of predictor of ethnicity using just photos of peopleโ€™s faces. Do you guys agree?",not_spam "Hi. I'm looking for a data set that could essentially be a dump from a digital answer collection (or correction) system of a school / college, for research purpose. The data set must contain some sample correct answers, against which the students / respondents have submitted their answers, followed by an evaluation ( numerical marks) for each response. I tired searching for it online, but couldn't find one. I also checked a few similarity data sets such as the quora question similarity data set from their question pairs kaggle challenge, however it doesn't suit the purpose because - 1. Marks are absent, we're just required to tell if it is similar (1) or not (0) & 2. There may not be enough similar or dissimilar responses for a particular question. I know it is a very typical request, but any kind of help will be very much appreciated! Thanks in advance!!!",not_spam "Bridging the gap between artificial intelligence and business analytics, Team Aaruush presents to you, an intuitive workshop on the topic, โ€œ**Getting Started with Microsoft Power Bi**โ€ with our esteemed guest, **Ms. Helen Wall**. Ms. Wall is the **founder of Helen Data Design and a certified LinkedIn learning instructor** who is also a designer and developer of business intelligence dashboards and visualizations, supporting many business functions and industries. &#x200B; Tune in to explore the endless possibilities of various components of Power Bi and understand the techniques of integrating analytics tools with other systems for visuals and models. &#x200B; Date : **16th october 2021** Time : **6:30 pm-8:30 pm** Register @ [links.aaruush.org](https://links.aaruush.org)",not_spam "I'm working on this project where mobile banking/payments data can be used to analyse the risk associated with a customer. I've looked for datasets that can be useful but to no avail (I'm pretty new to this). Could someone point me in the right direction, please?",not_spam "Iโ€™m looking for an image dataset consisting of simple shapes (circles, squares, triangles) of different colours labeled according to these two features. Iโ€™m just looking for a simple toy dataset, so something similar to this with those two features (colour and simple shape) would also be helpful.",not_spam "I have a project in mind that involves the actual movie script and I was wondering if there are any data sets that contains scripts of thousands of movies? If not, what would be the best approach in getting this type of data? Looking for guidance. Feel free to PM me! Thank you!",not_spam "Hi everyone, as a business analyst who is trying to work on my data analytic skills, an old co-worker sent me this question. I spent quite a bit of time on it, but due to my lack of knowledge when it comes to data analysis, I haven't been able to come up with anything concrete. >The system you will be supporting is very large, and contains critical information needed to support fundraising for the company. For example, who all of our past, current, and potential donors are, demographic information about them, and etc. An ongoing question for us is, **โ€œHow accurate is our data?โ€** >From a business analysis perspective, how would you go about answering this question, and developing recommendations to ensure that our data is as accurate as possible going forward?",not_spam "Is anyone aware of publicly available time series data on global social unrest events? Preferably from the 1970s onward. I've looked at the SPEED data set but it doesn't suit my analysis. Thanks",not_spam "For gas stations in America, from San Francisco to New York, I'd like 1. The price of gas there at a time *t* (e.g. $3.08 regular on June 13th 2016) 2. The location of the gas station (e.g. 37.426 long., -122.1475 lat.) Ideally, I'd have this for **every** gas station in the U.S. and for **every** time *t* for each day from 2000 until now. I'll settle for as many gas stations as possible for a single (recent) time *t*. I know how to get this data on particular gas stations, but where can I find this data for all gas stations in America? Thanks a lot!",not_spam Title says it all. Would be interesting to do some analysis of my own. ,not_spam I swear im not a pervert but I'm working o na cool project and I think this would make a particularly cool instrument,not_spam [Here](https://mega.co.nz/#!SYJzHBzR!f2IB0ArpMPzr3PidWXNajvjzAhfirD9uWhHsMpGtxQQ) are 626 presidential speech transcripts from the Miller Center (every speech shown on [this](http://millercenter.org/president/speeches) page). The file is a 5.8MB zip with each speech as a separate txt file. Presidential debates are included and there are speeches all the way back to George Washington. I just crawled the site to get these and thought I would share. I'd love to hear of anything that gets done with them! :),not_spam "Some people say I'm crazy. Sometimes they are right. # My goal is to catalog, parse, and analyze the properties of misinformation campaigns on the internet. It is very difficult to address a problem if you don't understand the full scope of the issue. I think most people are aware that there is a lot of misinformation out there, but they think that its relegated to the crypts of the internet and they are not effected by it. It's not. It's EVERYWHERE. And you've touched it. I don't think blind censorship is the solution. It is a quick fix that just creates a temporary inconvenience, as Parler has showed us, and does nothing to stop the actual campaigns. I won't lie to you and say *I* have the answer right now. I don't. But I do know where to start, and that's with some good questions: * How many platforms are actually hosting and distributing this content? * What channels are utilized to reach users? How is the content found by users? * How much of the content is organic vs manufactured? * How many people does this content reach per day? The answers will shock you! You may literally be electrocuted. Please check out my post on /r/ParlerWatch/ if you want to contribute or get a list to mine yourself! [https://www.reddit.com/r/ParlerWatch/comments/l1rh1i/know\_thine\_enemy\_the\_disinformation\_archive\_v2/](https://www.reddit.com/r/ParlerWatch/comments/l1rh1i/know_thine_enemy_the_disinformation_archive_v2/) I am doing this manually at the moment to get a rough picture of the situation, and could use your help! I need to itemize things like subreddits, facebook groups, twitter tags, news sites, etc, which serve to aggregate and disseminate misinformation content. Once I analyze enough content, I can make tools to find and scrape more content like it, and catalog the results.",not_spam Does anyone know where I can collect the long term price historical data for smartphones?,not_spam " I am looking at firms like Healthgrades, Trilliant, all those folks. I really want to know how they got a hold of their commercial claims datasets? I know buying the claims is ridiculously expensive (outside of medicare and medicaid?). How can a startup get this data?",not_spam "I'm looking for an ArcGIS shapefile which contains temperature and rainfall data from 2011-present. I realize the data might be difficult to come by since these dates cover the Libyan Revolution. Weather data might not have been their chief concern. If anyone has recommendations on places or websites to look for that sort of data, even general recommendations or suggestions are appreciated. Thank you. ",not_spam "I do not want to download another program. My computer is gonna explode. Do you is there any way to convert ""tar"" file format in to csv by using Phyton or R?",not_spam Or some other metric that ranks hip hop albums by popularity. I've tried Billboard's archived data which wasn't very helpful and then checked out Neilson's Ratings but could really get much info before 2015. Any help would be much appreciated. Thanks!,not_spam "Hi. I need a valid dataset that includes measured values of vital signs of healthy and sick people such as blood pressure, temperature, weight, blood glucose level, oxygen saturation, and heart rate. Please help me.",not_spam "When looking at images there are common sets of usage rights, Free, Non commercial and non-commercial attributed usage, etc. Are there similar sorts of usage rights for public data sets and feeds? I'm aware of: Free Freemium (API usage restrictions) With Attribution Paid For But are there common usage restrictions or licences to back up these models?",not_spam "A new law took into effect stating that hospitals must publish their service prices to ""empower patients and increase competition among hospitals"". You can read the article [here](https://www.hhs.gov/about/news/2019/11/15/trump-administration-announces-historic-price-transparency-and-lower-healthcare-costs-for-all-americans.html). I'd like to collect this data and make some sense of it. There are 2 big challenges here: 1) getting the data and 2) making sense of it. I'm figuring out a way to do #1 - I have a list of 3300 hospitals (with the majority including a website) and am figuring out how to find the .csv/.xlsx documents (they are somewhere on the website). This is something I'm pretty confident I can do. However, I have no clue how to wrangle the data - especially since every hospital is going to have it formatted their own way. Here are 3 examples (google docs). [Example 1](https://drive.google.com/file/d/1_-FPcLjB06TxBRDbTVsiiDwb_DE87vvK/view?usp=sharing) [Example 2](https://drive.google.com/file/d/1ZDO_6iaNNGqpGiBhtNo-QacAaqjgSbT1/view?usp=sharing) [Example 3](https://drive.google.com/file/d/1NHIREbvaqC_jGbwHfPE4h35TcvF_ACtw/view?usp=sharing) I'm looking for some help here. I'm hoping you guys can give me some direction, or better yet, if someone would like to work with me on this that would be 100x better. The goal is create some meaningful insights/reports for consumers and hospitals.",not_spam "I'm releasing [239,621 Hackernews datasets](https://github.com/massanishi/hackernews-post-datasets) from the past 5 years. Based on the official item API, this focuses only on the main posts with at least 2 engagements. Motivation: Hackernews offers an excellent [API via Firebase](https://github.com/HackerNews/API). Unfortunately, their fetch method doesn't offer any way to filter by item types. So collecting all posts take excessively long thanks to all the comments (the posts in datasets are about 1.5% of the items returned). With posts as a starting point, you can easily trace the hierarchy from ""kids"" fields. Potential Usage: - Generate popular titles. - Collect comments in a hierarchical order for further training. - Analyze popular topics in the engineering community. - Identify the best time to post for maximum engagement.",not_spam "Hey guys, I'm looking for datasets that would help cover all aspects of the food supply chain (e.g. farm -> processing -> transport -> retail)! I'm a beginner when it comes to datasets so any help would be greatly appreciated!",not_spam "I'm looking for additional datasets for my research in the signal (time series) classification in biomedical domain. So far I've focused on two papers, concerning classification of activity signal for depression or schizophrenia detection: \- Depresjon: [link](https://datasets.simula.no/depresjon/) \- time series classification for depression detection \- Psykose: [link](https://datasets.simula.no/psykose/) \- time series classification for schizophrenia detection I'm looking for additional datasets to provide additional baselines for my paper. They just need to be time series data (not necessarily typical signal data like activity measurements) from biomedical domain.",not_spam "Hello, is there is any dataset that about fake image classification?",not_spam "Does anyone know of a way to get this information, paid or unpaid?",not_spam "I found the post and it led me here. And if there is a better subreddit for this topic, please let me know! This is my first introduction to datasets. [This one] (https://www.reddit.com/r/datasets/comments/3bxlg7/i_have_every_publicly_available_reddit_comment/) Edit : original credit for the dataset goes to u/Stuck_in_the_Matrix ",not_spam "Or a way to correlate political party with income, education, age, other demographic information. Like one dataset that with zip code mapped to political party, and another dataset that with zip code mapped to income. ",not_spam To make this [dataset](https://www.kaggle.com/dannellyz/us-flights-with-coivid19-tsa-screening-officer) I partnered with [Airline Data Inc.](https://www.airlinedata.com/the-hub/) which provided their proprietary historic information on all domestic flights within the US from 01MAR-14APR. This was compared against a [list provided publicly by TSA](https://www.tsa.gov/coronavirus) of all screening officers who tested positive for COVID-19. This dataset is a record of all the flights down-selected by those leaving terminals where these officers worked and had a departure time during their shift.,not_spam "Hi, I am not sure if this is the appropriate sub to post this. Please let me know the correct sub to post this question to. Anyway, back to my question. I am assuming that many of you are familiar with the [HUBZone](https://www.sba.gov/federal-contracting/contracting-assistance-programs/hubzone-program). There are designated areas in the US which are called HUB Zones. Small businesses located in these areas who are certified as a HUB Zone business get preference when Federal contracts are awarded. Now, the areas defined are in terms of census tracts, counties and Indian reservation lands. My goal is to see if socio-economic standards have improved over the past couple of years in those areas. Now, the counties, census tracts and Indian lands overlap in many locations. If I can get the census tracts that comprise of all these regions, I can cover all the regions. Now, coming to my problem. I can only get information of various indicators like GDP, income, etc at the county level. How can I get this at the census tract level? I am looking exclusively for census tract information as it is the smallest level of granularity and can effectively cover all the regions in the HUBZone (counties and Indian lands). If there is another approach, please advise.",not_spam "I am trying to run reports from this data source: [Census - Table Results](https://data.census.gov/cedsci/table?q=AB1700CSCB01%3A%20Annual%20Business%20Survey%3A%20Business%20Characteristics%20of%20Respondent%20Employer%20Firms%20by%20Sector,%20Sex,%20Ethnicity,%20Race,%20and%20Veteran%20Status%20for%20the%20U.S.,%20States,%20Metro%20Areas,%20Counties,%20and%20Places%3A%202017&t=Owner%20Race%20and%20Ethnicity%3AOwner%20Sex&g=0100000US) &#x200B; This is data to tell the race and sex of business owners in a certain region. My struggle is that Race and Sex columns include a lot of data results that are ""total"". What does this mean? Anybody have any experience with this or census data in general?",not_spam Does anyone know how to go about obtaining data on wealth that would have accompanying ethnic information by date?,not_spam I was wondering if anyone knows of any high-quality open-source real estate datasets? Most free real estate datasets I've found are of low quality and don't allow for in-depth analysis. And all the more high-quality datasets are hidden behind a paywall.,not_spam "Hi everyone, I want to perform a visual analysis of Inventory data using Tableau. I would appreciate it if anyone could point me to such a dataset. Thank you in advance!",not_spam "Hi I am in need of sofifa datasets dating back to 2008 till 2015. Or a crawler that would enable me to do so would be alright as well. Thanks",not_spam Any text datasets with regression as task. Couldn't find much on kaggle. Looking for public domain datasets for academic purpose. Have seen a lot on classification obviously but not specifically regression.,not_spam I am working on a project for school for which we need to detect and track people in a room. We are hoping to implement this to provide more efficient lighting. I found a website called nanonets where you just have to upload images for the algorithm you need. I am also pretty new to this so any help would be great.,not_spam "Hi, so I been tracking my sleep pattern and what not and wonder is I could learn anything by comparing with others preferably with some background info such as age etc.. I know fitbit allow us to share profile, but is there anything publicly available?",not_spam "There is a website that offers this, but I cannot find it.",not_spam "Looking for this dataset, so I can build a tool that converts English to the Shavian alphabet. ",not_spam "Hi eveyone, I would like to implement an article which use Million Song Dataset audio data. I tried to serach, but I didn't found anything. &#x200B; Is there anyone which has this dataset? &#x200B; Thank you very much for the help :)",not_spam "I need the data for a project I am working on specifically for a course I am taking. I already did projects terrorism, corruption vs. country's political affiliation, and wine. I already have some publications related to crime and one current one related to crime, protests, and covid. Besides data related to crime, I like data related to tourism or travel industry. I already tried searching on some places that I usually look for data but have not found anything that catches my attention yet. I also don't want anything political but not too easy and generic that other classmates would have. I really appreciate it any suggestions or help.",not_spam "I currently work as a mechanic fixing cars. According to fraudguides.com, auto repair complaints make up the largest group of consumer grievances. While I certainly don't condone fraud in any way, I do see it happen from time to time. I would argue that this is a cause of how these auto repair salesman are paid. Commission based pay encourages these people to sell things if a customer needs them or not. I wonder if this hypothesis of mine would hold true for all job positions where employees are paid on a commission.",not_spam "I'm looking for a database of chemical reactions, bonus points if it includes info about Catalysts. &#x200B; I'm fairly open at the moment, just doing some research into what's out there",not_spam "I want to learn what the most popular part of a city to photograph is, and want to use Instagram as one way of finding out. How can I collect data for the no. of Instagram photos in different parts of a city without individually counting each one? And how can I measure the no. of these Instagram photos taken by locals against the no. of Instagram photos taken by visiting tourists (taking nationality/alternative on Instagram as a suggestion for each)?",not_spam "Hi guys and gals. Been getting a sponsored ad on my Facebook feed for Infograpia--a slideset that provides 1500+ editable infographics compatible with Google Slides, Keynote, and Microsoft PowerPoint. All-time access is at $49. Have any of you used Infograpia? If so, is it worth having? My job as a digital marketing analyst kinda requires me to deal with a lot of data viz, that's why I looked into Infograpia. Thanks for your thoughts!",not_spam "I found Skyscanner provides some sort of API and I applied for it but it seems like they will not accept me. The problem is, even if they accepted me they only allow 50 requests per MINUTE... I need to receive a LOT of data (talking about millions if not billions of different prices for flights... ) &#x200B; Additionally, I would just update the plan but according to RapidAPI there doesn't seem to be one...? their page also does not make it clear how pricing works...",not_spam "I would like to know, if there is any public data set with personals skills? For example something similar to https://www.linkedin.com/directory/topics-i/ I would be particularly interested in dataset of keywords used in job descriptions. Do you guys know if something like this exists? I haven't had luck to find anything useful :(",not_spam "Hey all, I am doing an undergraduate project that's integrated with a digital marketing firm, where I will have access to the clients marketing campaigns, with anonymised IP data showing the multi touch journeys of consumers, leading to a transaction. I am going to model the data on R, however the rep from the company has not given me the data yet, and I have my project supervisor from the university telling me I need to make progress and to find some data online that represents the same thing i.e publicly available anonymised consumer journey data across touch points (organic search, paid search, affiliate link, display ad, website visit). Does anyone know where I could find something like this? I want to model the interaction between channels using a markov chain. If I am unable to find channel data I can model the interaction between web pages instead as I have a data set on that, but ideally looking for the former. Can anyone help?",not_spam "I'm working on a time series analysis of building occupancy and weather data. Currently looking for historical data, either daily or hourly on building occupancy, but I can also use transit ridership into san francisco as a proxy. Any leads would be greatly appreciated!",not_spam "Does anyone know where I can find a dataset with weekly incidences of influenza, influenza-like illness and influenza complications for multiple US cities? I know that you can find national data on FluView but I'm looking for information from each city.",not_spam "Download images using rsync rsync --verbose rsync://78.46.86.149:873/biggan/2019-07-27-grapeot-danbooru2018-animecharacterrecognition.tar ./ Then clone this git repo: [https://github.com/arkel23/Danbooru2018AnimeCharacterRecognitionDataset\_Revamped](https://github.com/arkel23/Danbooru2018AnimeCharacterRecognitionDataset_Revamped) Store in a folder containing the rest of the files, following the structure dafreDataset/data/, where data/ contains the folders that have the images and the base folder dafreDataset/ contains the files included in the repo I described previously (train.csv, val.csv, test.csv, and classid\_classname.csv). Additionally, the folder names have to be changed to match. Originally, they had 3 numbers as in 000, 001, ..., 999, but due to differences between versions of the dataset, some folders had 4 numbers 0000, 0001, ..., 0999, so I just added a trailing\_zeros\_folders.py that takes care of all of that. Paper on the dataset and the studies we have conducted on it using Vision Transformers: [https://arxiv.org/abs/2101.08674](https://arxiv.org/abs/2101.08674) Results and additional info on the datasets on the project repo: [https://github.com/arkel23/animesion/tree/main/classification](https://github.com/arkel23/animesion/tree/main/classification)",not_spam "I would really love to do some research on particularly toxic subreddits, specifically the Incel subreddits, but since the subreddits got banned I'm unsure how to access posts and comments from them.",not_spam "... maybe not quiet but it seems that way. Here's the story: I am a cyclist, trying to do between 150 and 200km per week. Since joining a site that evaluates all my power, heart rate data etc. I am being targeted by a Health insurance company for cyclists. One of their statements is that cyclists have a *28% lower risk of all-cause mortality*. I've tried to look up the definition of ""all-cause mortality"" and it just does not make any sense to me. Surely they are not saying that I have an 28% chance of living forever. I've checked with a friend who is a doctor and one who sells insurance and neither could help. The website does not seem to quote any scientific articles that support this bold claim. So I am trying to find: * The evidence that this specific claim is based on. Failing that I'd be keen on * finding an understandable definition of 'all cause mortality' * finding similar research that considers the risks and benefits of cycling or sports in general, as I'm certain there are some significant health issues. ",not_spam "I'm looking for a dataset that has hourly cloud cover details long/lat or weather station. It looks like NOAA has hourly cloud coverage % but I'm hoping to find something that goes back further. I'm working on a solar panel project. I found this: https://forecast.weather.gov/MapClick.php?w3u=1&w4=sky&w10u=0&w13u=1&AheadHour=0&Submit=Submit&FcstType=digital&textField1=38.8904&textField2=-77.032&site=all&unit=0&dd=&bw=",not_spam Taking a class on social networks and graph theory. Want to do some toying around with community detection. Anyone know of a good place to look?,not_spam "Dataset of New Zealand and Australian City/Suburbs needed, don't need an geo data, just linked country > city > suburb please!",not_spam I am trying to figure out up to date percentages about how many iphone models are in circulation/use. Like for example how many 3gs are in use/circulation or iphone 4 etc. I have spent time googling it and can only find sales data figures. Maybe you guys can help me. Thanks.,not_spam "Hi I'm a data science student and working on my school project about the insurance claims. I've searched everywhere but doesn't seem to be able to find the insurance claims dataset nor if anyone decided NOT to file a home insurance claim due to worries like if the premium will go up which outweighs the cost being covered. I made a simple website [Home Insurance Mash](https://sites.google.com/view/home-insurance-mash), if anyone can help fill up I'd really appreciate it! The answer is totally anonymous and you can view the response up to date from other people as well.",not_spam "Hi, I'm looking for datasets that contain the carbon footprint for everyday objects we encounter like cars, multi-storey buildings even humans, animals and trees. Could you please let me know if such a dataset exists? Preferably for both developing and developed countries. Thanks!",not_spam I'm looking for the Euro 2016 odds and want to see what they were over the last few days. Thanks!,not_spam "hello, i'm looking for a dataset that contains the number of green patents application in the S&P500 from 2010 to 2019. I need it urgently! My thesis is blocked :'(",not_spam "I want to build a terrain reflection model, that involves elevation profile and type of terrain data (grass, forest, sand, asphalt, etc) of each element of resolution. I have enough elevation data (SRTM and ASTER GDEM), but have no idea about any suitable datasets of terrain type data. Can you advice me some datasets with terrain type maps?",not_spam "Hi, I need a table of daily weather forecasts by zip. The end goal is to put this into excel (unfortunately) on a weekly basis. I know this is likely possible using web scraping, but do any of you know of an easier and/or more robust way of doing this? I have about 500 zip codes I'd be looking up weekly. Thanks!",not_spam "Please let me know which licence should one apply for. Usage access Reddit api and create analytics on top of it and selling the analytics on a web platform. [View Poll](https://www.reddit.com/poll/mpmvt7)",not_spam "I'm looking for a dataset of audio recordings that are annotated for sarcasm/irony. I'm aware several such datasets exist for text, but does anyone know of one that includes audio?",not_spam "I scraped together a list of all the Dunkin stores that are in the US and some of their properties (phone, address, lat/long, fax!?, etc.). Check it out [here](https://www.kaggle.com/jpbulman/usa-dunkin-donuts-stores).",not_spam "Hi, Iโ€™m currently searching for datasets that have scans/pictures of diabetic patientsโ€™ feet, specifically patients that have peripheral neuropathy since ulcers are present on their feet. If this isnโ€™t available Iโ€™d also like MRI scans of diabetic patientsโ€™ brains and those patients must have peripheral neuropathy. Anything would be greatly appreciated since all the professors Iโ€™ve contacted havenโ€™t responded yet since their research in this field has taken place a couple years ago. Thank you",not_spam "Hey guys can anyone share a source for dataset of MOTORBIKES number plates specifically of USA, been looking for it for about month now with no success moreover if you know some open source datasets with USA MOTORBIKES where number plates are visible so it can be annotated manually",not_spam "Hey guys, i want to collect data through an API but i cant find them online if any can help or point me in the right direction to look for them. I need two API's: 1- data on available transportation on each country containing mode of transport, locations and fare price. 2- data on COVID19 restrictions in countries containing the restrictions on travel mainly. For example in turkey there is a restriction that the country locksdown after 10 pm.",not_spam "Link to thread: [http://www.reddit.com/r/AskReddit/comments/2osvph/with_around_1_million_english_words_every_person/](http://www.reddit.com/r/AskReddit/comments/2osvph/with_around_1_million_english_words_every_person/) Link to dataset: [http://pastebin.com/gbL3FwTj](http://pastebin.com/gbL3FwTj) I just ran a simple python script over the thread, so there might be some '""' and stuff that I didnt strip. Don't know if anyone wants to do something with this data.",not_spam "I am looking for a cocktail image dataset for a project in college, from what i've looked so far, there are pages that collect the ingredients for different cocktails, but i am looking for a dataset of multiple image of each cocktail if there is one, thank you in advance",not_spam "Team, Iโ€˜m in need of a dataset with data showing causes of network breach and the financial impact or network event that occurred because of the breach. Iโ€™m trying to do research to show the probability of a public event, ie reporting a breach, or financial impact as a result of a cyber incident and how / what the compromise was. Any body have any idea where to find a dataset that is publicly available like this? Tia Mark",not_spam Where I can download movie/TV Show posters archive (I need in high resolution)?,not_spam "I need dataset, showing growth/depression of tobacco excises from different countries around the world by each year for a last decade",not_spam I am looking for a dataset that would indicate peoples eating habits (I'm mostly interested in the types of food consumed) and heart failure incidence. Has anyone come across such dataset?,not_spam " Hi Everyone, I want to train the CNN for recognition of cars from the top. Could you make a photo from your home or work or somewhere else with car roofs and send it to my email notinmindhead (at) gmail (dot) com . I will make an instance segmentaion all of them and after that I will make it accessible to all people.",not_spam "I'm wondering if this sort of thing is out there to sort by price, zip code, and so forth?",not_spam "I am finishing my college, and as a course conclusion project, I will be dealing with data analysis which include analysing the rotten product rate of a supermarket and try to reduce the rate of out of validity products that are thrown away.",not_spam "new to this, was wondering if someone can tell me where to get started with pulling data from maps. here is what i'm trying to do: pull data points (bikes, docks) from this map all at once? http://imgur.com/n5YjKEy this is the link to the (site)[http://www.bikesharetoronto.com/stations] ",not_spam " In the second chapter of the book ""Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow "" the author guides us through a complete ML project. At the end he instructs us to perform the same process on a different dataset. Can someone please suggest a good dataset on which I can do similiar introductory data processing, analysis and build models. The link to the Jupyter notebook is [here](https://github.com/ageron/handson-ml2/blob/master/02_end_to_end_machine_learning_project.ipynb) so you can see what I want to acheive. Thanks,",not_spam "Anyone have tips or suggestions (or any luck) creating DSPL datasets for Google's Public Data Explorer? In particular, folks with limited to no programming experience? I've tried to find a decent guide but have had no luck so far.",not_spam "Of course, I know the big all-encompassing research sets like COW and POLITY, but I was wondering if anyone else knows good data/articles for this. I am specifically researching the relationship between freedoms of speech/press and how they relate to public sentiment or the sentiment of the press. Does anyone know good research or data on this? This college student will greatly appreciate it!",not_spam "Anyone got a good dataset to generate predictions using customer lifetime value models? Specifically looking for something that is attribute heavy, contains mainly numeric/quantitative data and the more records the better! ",not_spam "hello friends, does anyone know of a meme database, indexed or searchable? I have a Discord bot that responds to a text search command, which scrapes KnowYourMeme, but the results are often quite terrible for even simple queries! any ideas?",not_spam "# **EDIT** to clarify some excellent questions in the comments: - I am using Ubuntu 16.04 - I don't need to annotate the sentences/text in each row, just need to check (one at a time) that the assigned label is correct. Evaluation of the correctness of the label is done manually, not by any programmatic process. - `sed` and `awk` would be fine if I knew beforehand which lines need to be changed (which I don't), which is why I need a more iterative interactive approach. - Given the large number of rows (~4 million) in the CSV, a spreadsheet approach would probably require me to break the single CSV into multiple files. I could be completely wrong about this as I don't do a whole lot of data preprocessing in spreadsheets. -------- I have a set of CSVs with text and a classification in them. Some of these are incorrectly classified in the raw data and I would like to fix the labels by hand. I found http://sloth.readthedocs.io/en/latest/ which is used for fixing/creating image labels by hand but haven't yet found something for text datasets. I could, of course, load the CSVs up in a spreadsheet but I have close to 4 million sentences and I would only like to go down the spreadsheet route if there is nothing else available. **Sample Data** \# | Class | Text ---|--------|--------- 1 | 1 | This is some text 2 | 1 | Lorem ipsum dolor sit amet 3 | 0 | Sed vestibulum tempor enim vel porta 4 | 0 | sed laoreet nisi accumsan non. Integer et sollicitudin velit. 5 | 0 | Duis mollis ante odio, at lacinia arcu ullamcorper sit amet. ... and so on. Let's say I would like to change the class of rows 2 and 4. I've identified these by some manual process but I'm hoping the tool can show me the rows one by one. Worst case, I'll write something myself to do it but want to be sure there isn't something out there already. ",not_spam "Hi, We would like to use Satellite Imagery data in our project. Is there a place to get a good quality (commercial or free) data?. Feel free to recommend some resources.",not_spam "Hi guys! So I just landed my first job after college. I worked on many types of datasets, but nothing like pricing strategy before. And I guess the job will all be about pricing analytics from here on, and I'd like to ask some help. The work is about checking if a quoting calculator/pricing model works. Firstly, they input a unit quantity from where we quote how much we would charge for our services. We need to compare it on historical data. Do you know where I can start? If you also have some tips on books to read or tools to use that could be useful in the future (for pricing analytics) or how I could potentially use ML in this sphere, I would appreciate that. Thank you!",not_spam "Hello there! &#x200B; I put together different pre-trained word embeddings (word2vec, fastest, glove, paragram) in a unified gensim-format which is fast to load and provides some handy methods. You might find it useful in kernels for NLP competitions/analysis or if you don't know which embedding you want to use, you can download this collection and then just replace the source without changing anything in the code: [https://www.kaggle.com/iezepov/gensim-embeddings-dataset](https://www.kaggle.com/iezepov/gensim-embeddings-dataset) &#x200B; \#KaggleDatasets",not_spam I'm looking for number of votes for each US House of Representatives candidate by district from 2016 election. ,not_spam "Hello, do you know if there is a dataset composed of videos of people using the [semaphore flag signalling system](https://www.britannica.com/technology/semaphore)? So far I was only able to find pictures of people representing the single letter, but what I would like to use is videos in which a person starts from a neutral position and shows the movements. Thanks in advance",not_spam "What are the legal aspects of publishing a dataset made of news articles scraped from a website? I know the author (or copyright owner) can act against someone who reproduces his work without express permission, but in this case there are some differences: 1. Articles won't be totally republished (images and embedded videos and other such things won't be added to the dataset), 2. Articles won't be immediately usable from the general public as they will be serialized in json or csv format, and will not be organized in a way that makes searching for a specific article easy 3. There won't be promotion of the content or any form of profit from it 4. The source will be credited 5. The dataset will be made public with the sole intent of research (and points 2 and 3 might further indicate this). Is there a chance I don't end up with a lot of debts to pay if I do it?",not_spam "Does anyone have a copy of this [static co-authorship dataset](https://perso.liris.cnrs.fr/marc.plantevit/doku/doku.php?id=data_sets)? I've tried emailing him like he mentions on his site, but got no response. It would be an essential part of my final thesis .",not_spam I am working on a project for which I need images covering 360 view of used phones with screen on and off . Any ideas where I can find these ?,not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome. ",not_spam "As per the imdb dataset documentation\[1\] the language field is only in dataset \[2\]. Now let's take an example $ zcat title.akas.tsv.gz | grep ^tt0014142 &#x200B; Nowhere do we see 'EN' as a language here. And how does imdb display this title\[4\]: Country United States Language English Where does this information come from? From which data set? The data set \[2\] reflects on imdb page\[4\] as: Also Known As Notre-Dame de Paris (France) Quasimodo (France) Le Bossu de Notre-Dame (France) Der Glรถckner von Notre Dame (Germany) El jorobado de nuestra seรฑora de Parรญs (Spain) See more ยป But where is the Country and Language coming from? Resources: \[1\] documentation: [https://www.imdb.com/interfaces/](https://www.imdb.com/interfaces/) \[2\] akas dataset: [https://datasets.imdbws.com/title.akas.tsv.gz](https://datasets.imdbws.com/title.akas.tsv.gz) \[3\] all datasets: [https://datasets.imdbws.com/](https://datasets.imdbws.com/) \[4\] sample title on imdb: [https://www.imdb.com/title/tt0014142/reference](https://www.imdb.com/title/tt0014142/reference)",not_spam I saw some requests for a faces dataset awhile back and was wondering if anybody still needed them. I was thinking of scraping public inmate lookups for the following and was wondering if this would be useful in anyway.,not_spam "Many bitcoin addresses have known labels (such as found on walletexplorer.com), have appeared as owned on some forum or otherwise or even have been identified by law enforcement agencies. Does anyone know of any, even incomplete, lists of bitcoin addresses (or other cryptocurrencies) and their known owner or annotated additional meaning?",not_spam "Hello everyone, I'm trying to obtain subreddit growth data as part of a research, I'm working on cryptocurrencies and I thought it would be interesting to see how the price change when lots of people get into a specific currency. redditmetrics.com has the data I need, but I'm looking for an automated way of downloading it. I tried few python libraries, but it seems they're more oriented on downloading reddit itself rather than the statistics. Do anyone know what should I try doing? Thanks a lot",not_spam "DISCLOSURE: I made this python package &#x200B; This python package is essentially an API to a database populated by data that I scraped from the SEC website(os: [https://www.sec.gov/data/foiadocsfailsdatahtm](https://www.sec.gov/data/foiadocsfailsdatahtm)). This is my first time building a python package, database, and using the GCP so if things are not ideal please let me know as I am new to this. I am working on an analysis and it ended up being more efficient to build out an api for myself so I thought i'd make a project out of it and put it towards public use! Here is the github and the docs: [https://github.com/jc22dora/ftdpack](https://github.com/jc22dora/ftdpack) EDIT: Rewording",not_spam "Im starting an experiment which will compare biometric data from blood, breathe, sweat and urine twice a day for 90 days. I know how to put all this in a google sheet and generate charts, but can anyone recommend something a bit easier and perhaps sophisticated? I dont need a full set of business analytics tools like some of the stuff Im coming across... just something to quickly convert my daily inputs into nice visualizations, minus the clumsy workflow of a spreadsheet.",not_spam "How many U.S. universities provide courses that explicitly lecture on niche STEM topics (e.g. 'synthetic biology')? I am curious how accessible these new subfield are for undergraduate students, and if formalization of these subjects (i.e. fully-devoted seminars on the topic) display regional or socioeconomic clustering. Thanks for any info!",not_spam " I am making GAN model which will be able to generate abstract artwork, I've found a few datasets from kaggle, but are there other big datasets with A LOT of samples. It would be perfect if it has separate directories with different epochs or styles.",not_spam "Hello, I am wondering if anybody might know good sources of car accidents of datasets that contain information like person characteristics, road conditions, cause of accidents and injuries/fatalities. I am doing some exploring if I can do research to see if hands free cell use laws has has a postive effect on decreasing distracting driving incidents.",not_spam "I'm looking for historical population data sets by region/country (as far back as possible). So far, I've found that *Atlas of World Population History* by McEvedy and Jones is one of the most cited ones [(available here btw)](http://www.arabgeographers.net/up/uploads/14299936761.pdf). I've also seen links to [HYDE](http://themasites.pbl.nl/tridion/en/themasites/hyde/basicdrivingfactors/population/index-2.html) but the links to the datasets seem to be broken there. Any reputable sources that I've missed?",not_spam "I need an publicly available dataset of the length of time from someone taking out an investment policy to cancelling the policy (possibly prematurely). I'm doing my masters dissertation in the field of failure times specifically in this context and have access to actual data but unfortunately its under an NDA so I cant do too much with it academically. Thanks =) ",not_spam "Might be a long shot, but does anyone know where I could get data on the coin toss at the beginning of NCAA Football games? Iโ€™m mostly interested in D1, but would be happy with any level. Just need it to include who played, which team won the toss, and ideally the date. I can fill in the blanks with information from other sources if I can just track this part down. Thanks!",not_spam "Looking for any data on how young adults (< 21) handle their finances, *anything.* Looking for things like: * number of individuals opening credit card accounts * number of individuals saving / amount of savings * spending trends (what categories are they spending on) * number of individuals investing * a case study following young kids into retirement by following their financial trends",not_spam "Hi Everyone, I'm new to R programming and am looking to do a project on a Spotify dataset. I'm looking for the top 100 songs of every year starting 2010 to 2019. This would give me data for around 700 tracks with which I intend to group them into clusters based on their attributes. I would then build a model based on Linear regression to predict the popularity of the song. I came across quite a few datasets on Kaggle and on Reddit, but I was wondering if there was a way I could get the exact data I'm looking for. Any help will be appreciated! Please excuse me for asking silly questions, I'm new to this and am really looking for any help or insights! :)",not_spam "I'm trying to do a some research on how Christian churches spend their money, even if in only broad categories. Ideally, the dataset would contain info on pastor salaries, weekly attendance, and congregation size. I know the SBC releases some very basic info, but it's a relatively small sample size for anywhere that isn't the south.",not_spam "I am looking for a list of countries and their states/regions/provinces. For example, the below Wikipedia page contains a list of countries and a link that goes to another page which lists its states/regions/provinces (first-level administrative division). [https://en.wikipedia.org/wiki/List\_of\_administrative\_divisions\_by\_country](https://en.wikipedia.org/wiki/List_of_administrative_divisions_by_country) Is there a definitive list of these administrative divisions by country in tabular form? I want to basically look up the country given a state/region/province name.",not_spam "Hi guys, Can anyone help me get buying habits of people dataset of Nepal for big data set project in machine learning and artificial intelligence. Thank you.",not_spam "Hey guys, I'm building a panel dataset for my thesis, and I need some player level data from the English Premier League and the Championship league (division below the EPL), such as shots on target, passes per game, shots on target, etc. The premier league's website has most of the stuff for teams that were in the premier League, but I also need data from some championship clubs that indicate the performance of their players, using these indicators. Would anyone know of a database/Website that has such a thing? Cheers!",not_spam "Hey everyone. I'm looking for stats to make some current numbers much more interesting by comparing them to other more understandable ones. For example, ""this project saved US$3.6bn, that's the equivalent of the GDP of X county, or half of Y country's health budget, or the annual entertainment budget of Z company"" etc. Basically, is there a cool place where we can put in a number and a bunch of different stats come up to help provide comparisons? Ta muchly for any assistance!",not_spam "Find the Data [here](https://www.kaggle.com/susuwatari/ppp-loan-data-paycheck-protection-program) This is the data set for the $367 billion loan program administered to small businesses through the CARES Act. I've also written a small blog using the data to teach pandas for beginners [here](https://towardsdatascience.com/plotting-w-pandas-and-ppp-loan-data-2d8d1995a626) The original source of data [here](https://home.treasury.gov/policy-issues/cares-act/assistance-for-small-businesses/sba-paycheck-protection-program-loan-level-data).",not_spam "I'd like to create a matrix whose elements are the distance between the corresponding row and column cities. I know these exist for known cities like capitals, but... I want to the rows to be capitals and the columns to be any other cities (currently ~50). I have zero programming skills, so I can't write scripts.",not_spam I want a dataset having different invoices in it. I need them in my machine learning project which can simplify the e-invoicing process. If anyone has access to any dataset like this then please do tell.,not_spam I read on wikipedia about countries gun control laws but I am looking for some graph or data that gives an arbitrary number to the severity of gun control laws in a country and ranks them from most severe to least severe. Thank you very much for any help.,not_spam I am wondering if anyone has such data?,not_spam "I need to do a project where I denoise some basic images that are piecewise polynomial. They can be piecewise constant, linear, quadratic etc... it doesn't really matter just as long as I have some data set of images that I can work with. Does anyone know of a resource for this?",not_spam "Hi, I'm losing my mind trying to find this, I'm making an invoicing program for a friend of mine and I'm looking to add a list of truck manufacturers and models (for a drop-down menu). I went as far as calling the Ministry of Transportation in Canada but they don't have anything like that. Any help would be great. Thanks! ",not_spam **Course for Anyone looking to Learn All About Machine Learning :** [https://www.web-learning.tech/2020/05/learn-machine-learning-from-scratch.html](https://www.web-learning.tech/2020/05/learn-machine-learning-from-scratch.html),not_spam "Hi all, If this isn't the right place to ask this, please don't hesitate to direct me otherwise. I was wondering if the posts and comments on reddit can be used as data for academic research without asking the original posters for permission. Thank you in advance.",not_spam "I make maps and manipulate geographic data for my living. While most of the SFW porn network hosts highly impressive subject matter, /r/mapporn is full of junk. Basically, most of the maps are polygons symbolized with a single statistic and are the simplest form of map possible. They're the equivalent of a grocery receipt being posted to /r/dataisbeautiful. I want to suck statistics info from /r/mapporn to do some analysis regarding the decline of the subject matter, so I figure that I need to be able to generate a table that includes submission link, date, and hopefully general geographic location of the users. If anybody has any advice on how I could do this I would be very thankful. I have some scripting experience, but have never experimented with plugging into API's to suck data. ",not_spam "Hello guys, apoligies if this is not the correct subreddit. I am currently working on my Master's Thesis and I'm a bit of a csv novice. I am in possession of a very large comma seperated csv file that contains a bunch of data i need for my analysis. The data is scraped from a website (kickstarter). However, the way the data is presented makes it hard to use for analysis. The variables are as follows Title | Goal | Amount pledged | Is Funded | Amount of updates | Title of update | Text of update | likes pr update | comments pr update -----|----|--------------|---------|-----------------|---------------|--------------|---------------|------------------ However, in the culonm 'title of update', 'text of update', 'comments pr. update' and 'likes pr update' the data is presented in a single cell e.g. ['20 likes','35 likes'] for a project with 2 updates. I am looking for a way to present this better by seperating the observations into n-amount of rows, where n is the amount of updates, and the standard columns (title, goals and so on) are just empty. I am dealing with around 50.000 projects so this need to be automated in some way. Can you help me? Let me know if you need a screenshot or a sample uploaded Edit: a friendly guy pm'd me a script so I got it!",not_spam "Hi. I'm making a chatbot and I would like to see who's replying to who -- in the reddit logs -- and see if a comment itself is a reply. Sample of the reddit logs: *{""edited"":false,""id"":""7va2"",""distinguished"":null,""archived"":true,""gilded"":0,""created_utc"":""1230768002"",""ups"":1,""author"":""Envark"",""score"":1,""downs"":0,""parent_id"":""t3_7mq2x"",""subreddit"":""reddit.com"",""author_flair_css_class"":null,""controversiality"":0,""retrieved_on"":1428222113,""score_hidden"":false,""author_flair_text"":null,""link_id"":""t3_7mq2x"",""name"":""t1_7va2"",""subreddit_id"":""t5_6"",""body"":""Awww...I was hoping this post was about the living planet.""}* How do I do this? Thank you. :) **EDIT: I can't put the sample in a code block for some reason.**",not_spam "I was wondering if I could get some help with data resources. Im looking to build a very simple model of the effect of ecological shockes (droughts, etc.) on food/water/resource distribution. I'd be intending to get it to make better predictions of future shocks by feeding it more data (using ML techniques). Any ideas? ",not_spam "The 20BN-JESTER dataset is a large collection of densely-labeled video clips that show **humans performing pre-definded hand gestures** in front of a laptop camera or webcam. [https://20bn.com/datasets/jester](https://20bn.com/datasets/jester)",not_spam "I'm planning on building a Damage classifier in cars (external damage). I'm using my custom dataset that I took personally, but seems the quantity isn't enough. Does anyone has a better dataset for this?",not_spam "538 have a really nice graph with their estimates for the average at any one time [https://projects.fivethirtyeight.com/biden-approval-rating/?cid=rrpromo](https://projects.fivethirtyeight.com/biden-approval-rating/?cid=rrpromo) They also have a dataset of approval ratings but I cant find the same averaged figure in there. If I am missing the file or how to combine them it is my fault. Latest polls in here [https://data.fivethirtyeight.com/](https://data.fivethirtyeight.com/) And theres loads of stories of individual polls. I want to run a correlation of Bidens polling with other variables and will share all the code and ggplot2 graphing steps if i get the polling data in a reasonable format.",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome. ",not_spam "I am trying to find datasets on brand deals and ultimately their affect on a companies revenue. For the project, I have to combine a few datasets so having a few would be great. I was thinking along the lines of the type of content, the amount paid, how many followers and how that all impacts audience engagement. For the second dataset I was thinking about looking for how much companies spend on online marketing (specifically brand deals if I can find it) and the percentage compared to revenue over the years. If anyone has any suggestions on this or a dataset in mind please let me know!",not_spam "Hello, I need to find some datasets for sentiment analysis that are still relevant in research (post-2016 papers that use them to benchmark their proposed deep learning models). Is there any way that i can search for papers based on specific datasets? Thank you",not_spam I need the data source for state-owned media. So far I find https://en.wikipedia.org/wiki/Category:State\_media.,not_spam "I would like to make a presentation and i need a dataset which i can use to do most of the following analysis: Regression, Clustering, Decision Trees, Logistic Regression,etc? I would like to use it with softwares spss or R. Any free datasets? I could only find samples and files differently for every topic, but i need a big database which is suitable for multiple type of analysis",not_spam I am looking for a small toy FREE dataset to use to teach/test speaker diarization algorithms. Ideally would be 2 people on a phone call. Does anyone know if is there such a thing?,not_spam "I'm looking for recommendations for a consumer purchase / preference dataset that consists of raw data of actual consumer behavior. So for example, my ideal music dataset would be formatted so that each entry in the dataset is a list of the song titles that were liked by a single user. Then the algorithm would predict other songs that the individual users would like based upon the dataset. My ideal consumer purchase dataset would consist of entries comprised of actual purchases by individual consumers. So the gist is, I don't want any processing to have been done on the data beforehand - I just want the raw consumer data. For example, it seems the last FM dataset has already been partially processed, and I can't find the underlying consumer behavior that generated their dataset. I understand this could obviously be proprietary, for good reason, but I'm hoping that there's some less competitive market where the actual consumer behavior is public. As a close second, I'd settle for any type of discrete data that consists of labels. This research note describes the algorithm / code I'd like to apply: https://derivativedribble.wordpress.com/2019/07/17/categorizing-and-predicting-discrete-data/ Thanks, Charles",not_spam "Does anyone know of any datasets on sports? More specifically, I am looking for the (x,y) coordinate point for each player over time. The actual sport doesn't matter too much.",not_spam "I'm looking for an up to date database or API for upcoming events. Any and all categories would be suitable (sports, entertainment, etc). Any suggestions?",not_spam "Hi, folks. I'm a teaching assistant for a database course and also helping to organize a bootcamp to help students learn SQL / NoSQL concepts. I'm looking for large datasets (enough that, given different queries, performance would be noticeable) that I would be able to download/host on a server at my campus for students to practice against. Preferably free! Thanks!",not_spam "I am looking for detailed production data of Ford vehicles, including trim and color. Does anyone know where to find this or similar data?",not_spam "http://www.icpsr.umich.edu/icpsrweb/ICPSR/studies/2614 I can't figure it out :( ",not_spam "I don't suppose anyone knows about where I could find such information? Otherwise, is there some place that contains stats on open source projects in general. Does github or stack overflow have information about that?",not_spam preferably in a format that's easy to play with.,not_spam "I'm looking for data that lists (ideally by country or lifestyle) the energy consumption of the average person broken down by end-use. Bonus points for CO2 footprint or climate impact. I'm looking specifically for a data set that includes end-uses like * residential heating * household electricity * transportation * food production * production of consumer goods I'm hoping for quantitative answers to questions like ""how much kWh does a vegetarian diet save?"" and ""does household electricity usage even matter compared to commuting by car?"" Thanks!",not_spam "Hello all, &#x200B; I am looking for a dataset that contains a collection of medical research papers similar to CORD-19, but regarding a other topics (e.g. pulmonary research papers). Is there anything like this? &#x200B; If anything is out there, please let me know! Thanks in advance!!",not_spam "Iโ€™m looking for a dataset showing the square footage of leased/leaseable retail locations in the United States. Can anyone help out? (I have a dataset or retail outlets for the industry Iโ€™m interested in. Iโ€™m looking to enrich that dataset by including the square footage.)",not_spam # Other time period also fine.,not_spam "Hello everyone! I am a graduate student and currently working on building roboadvisor for research purposes as part of studies. As a first step, risk tolerance profiling of potential investor should be conducted. I know that SCF has such data for 2007-2009, but it's way too old. Finametrica also provides analogic questionnaires and has huge datasets for determining risk tolerance, but I can't get access to Finametrica datasets. Any ideas how can I get access to Finametrica risk tolerance datasets or any other dataset that is reliable and relatively fresh(after 2010). Would appreciate any advice or suggestion regarding my problem.",not_spam "I was wondering if someone knew of a way to obtain some type of data on shadowbanned users, and banned subreddits. Recently, I have been reading more and more about censorship on Reddit, and I would like to spend some free time to visualize this trend (if there is one). Looking for any type of data such as ""x amount of users were shadowbanned y month"", or ""y subreddit was banned on z Date Time."" Any help or a nudge in the right direction would be greatly appreciated. ",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. Here you can rant, go off-topic, or self promote even but please be civil. P.S: Suggestions for this subreddit are always welcome.",not_spam I want to try my hand at making a classification model that will classify minerals based on metrics/properties associated with minerals. Been searching the internet for a while but have not been able to find a data set that I can use for training. Any suggestions?,not_spam Anyone have a good data set of all of the snowfall (down to zip code in the least) at least in the US including current and historical?,not_spam "Pulling together some Coronavirus dashboards, but Iโ€™m having trouble finding a dataset with Coronavirus counts more granular than state. Can anyone point me to a more granular dataset? Zip code, city, county? Thanks in advance and hope youโ€™re all staying safe!",not_spam "I'm working in something, I need to get all information about it like: * Text * pictures * video * Meme or comics. |||| |:-|:-|:-| ||||",not_spam "I am helping my team to promote our data services, but I don't know what kind of training data most popular out of China. We are a Chinese company servicing as data collection&annotation provider. Hope get some idea from your comments, thank you",not_spam "Hi, this maybe a long-shot, but I would be really indebted if someone could help me access this dataset? &#x200B; [https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/ALALO7](https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/ALALO7) Different universities have access to this resource. I don't have a ProQuest account, unfortunately.",not_spam "While looking for information on a company registered in Illinois, USA* I found it was quite difficult to look for such info. Illinois does not allow company data to be republished in any form from the *Secretary of State* and even has laws (possibly the only US state) to prosecute anyone who does. The SOS's website also isn't accessible outside the United States. This makes it harder to track companies and hold them accountable. Even Delaware (infamous for its corporate favorable laws) freely publishes and makes accessible basic company data to everyone. Illinois is the only US state that is not in the OpenCorporates database, a website which collates information from various company registers around the world. Though its great that the data is there on the SOS's website such basic corporate data should be openly accessible. **Sources:** https://blog.opencorporates.com/2016/05/12/montana-us-companies-added-to-opencorporates/ https://www.ilsos.gov/corporatellc/ {{*}} Each state maintains different corporate laws and its own registry in the United States. A reason why OpenCorporates is very useful as it allows all states to be searched for a company along with other countries and even their subdivisions (such as Canada).",not_spam Iโ€™m looking for a dataset to train a model to detect the customerโ€™s intent,not_spam "Hi everybody. &#x200B; Just for fun, i want to plot the stats (R, HR, RBI, SB, AVG) for each of my fantasy baseball players. Do you know a easy way to extract these information quick every day from the page? thank you all.",not_spam "Hello I am an Msc Analytics students and was interested in doing a dissertation on data driven customer segmentation. My particular interest lies in life time value based segmentation (and / or other behavioural based segmentation) in retail / ecommerce (but can be any other industry as well). So I am looking for a data set which has a) transactions b) demographics (with identifiers to link it with transactions) c) any other behavioural / psychographic data (with identifiers to link it with transactions). Thank you in advance!!",not_spam "Hi all, I am looking to see if any of you data wiz people would be interested in creating a ""dataisbeautiful"" type image or fun analysis. Two weeks ago, 4chan trolled a shirt mockup website by uploading gross, funny, and anything-goes designs. After all was said and done... many of us actually wanted to buy many of the shirts. So, I created a survey to see which shirts people wanted. The answers are... very funny. [[Very NSFW] Here is the original imgur album.](http://imgur.com/a/uxOm0) [[Somewhat NSFW] Here is the survey.](http://kwiksurveys.com/s.asp?sid=aef4s0gx7kl89qi339604) [[Textually NSFW] Here is the dataset.](https://dl.dropboxusercontent.com/u/28234700/Data%20Dump.xlsx) The questions with large areas of blanks means that the question(s) were added at a later date. Feel free to ask any questions!",not_spam I'm looking for datasets of anime or anime-style speech of diverse speakers with speaker label. Text transcription is optional. Preferably without background music and noise.,not_spam "Hello everyone, I am currently looking for some financial data for a project I'm doing, I'm gonna have to apply some credit risk modeling algorithms, and get results similar to [these](https://www.intechopen.com/books/financial-management-from-an-emerging-market-perspective/modeling-default-probability-via-structural-models-of-credit-risk-in-context-of-emerging-markets). If you know how I can get such data, please reply. Thank you.",not_spam "Looking for a cost of living index, by zip or census tract. Any help appreciated",not_spam "For a university project I am currently searching for companies, preferably european ones, that wholly implemented the guidelines laid on in the GRI 207. Unfortunately data banks like Orbis or Dafne havent given me the results I need, since I need to find out which companies I actually need to be looking at. Are there any data banks that have consolidated all companies that report according the GRI 207, especially in regards to tax transparency and country-by-country reporting like Vodafone or Tesco do?",not_spam "Hello, I need a lot of true / false questions for a quiz. The questions should be of a general type, something that the average teenager can handle. Please share any questions like this even if you do not believe they are appropriate for this purpose. Any help would be appreciated. I have searched for a week without finding anything.",not_spam "Hello everyone, I need to find a data set that demonstrates some element of risk. I need to upload it to tableau. I tried to find something but I couldn't. That data set can be about spending, investing or real estate, etc.",not_spam "Just came across this huge list which has everything I have ever seen and more! [https://dreamtolearn.com/ryan/1001\_datasets](https://dreamtolearn.com/ryan/1001_datasets)",not_spam Any help would be great. Format preferably excel but not required. Thanks in advance.,not_spam "Hello, I am doing a machine learning project for University on predicting the life cycle stage of a plant \[germinated, pre-flower, flowered, produced fruit\]. Google images and sources like Kaggle have proved poor for finding these datasets. Does anyone have recommendations as to where I can look to find pictures of a tomato plant / bell pepper plant in it's germination stage, pre-flower stage, flowered stage, and harvestable (produced fruit) stage?",not_spam "I want to perform OLAP, recommendations & prediction over grocery & food retails. Where can I find big/operationally heavy dataset for such a task. ",not_spam "Hello everyone, I was wondering whether anybody here has a good (and possibly free) source for data on CLOs (Collateralized Loan Obligations) activity over the past 5 years in both US and Canada (or just US if Canada is harder to get). Thank you all!",not_spam "Iโ€™m trying to find a dataset that contains growing conditions and general agricultural information (water use, nutrition needs) about a range of plant species. Does something like this exist? Or will I need to compile it by hand?",not_spam I want to find if there is a correlation between accident rate and driving speed. That is I want to find if the chances for accident increase as the speed limit increase for different age group.,not_spam " Hi, for a project wich includes motion detection I need a video dataset where the camera is not moving. Does anyone know such a video dataset? The videos should incloude pedestrians and/or animals (cats, dogs). Many thanks",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome. ",not_spam I am trying to use the Yahoo Answer archives on the internet archive ([https://archive.org/details/archiveteam\_yahooanswers](https://archive.org/details/archiveteam_yahooanswers)) to create a question-answer dataset. I'm confused by the file structure and don't know what exactly to download to get the question-answers. Can someone help?,not_spam "The NY Times has a dashboard for each county on their web page that features cases, deaths, hospitalized, etc. It also lists the positivity rate for the county. However the positivity rate is not included in the [dataset they host on Github](https://github.com/nytimes/covid-19-data). Does anyone know of a dataset with county-level test positivity data over time?",not_spam "I am looking for a data set consisting of data about PLCs. Ideally it would consist of data about firmware, manufacture, where it commonly used, and even what companies use said PLC. Really any data would be useful. ",not_spam "Hi All, I'm new to deep learning and completed some theoretical courses. I want to enhance my skillset doing a project and hence looking for a dataset related to computer vision.",not_spam I have a folder of PDFs which are mainly text. I'd like to transfer the text in these PDFs into a row of cells in either Microsoft Excel or Access. Is there a free way to do so without manually copying them?,not_spam "I've looked into Yelp, but their API only returns 40 addresses. Is there any other FREE API that can give me these addresses?",not_spam Are there any good sources for daily satellite images (preferably with an easy-to-use API)? Quality doesn't matter as much as it being high-frequency.,not_spam many local libraries now loan out tools as well (source: [https://search.brave.com/search?q=powertool+lending+library+data&source=web](https://search.brave.com/search?q=powertool+lending+library+data&source=web)). are there any datasets out there that contain these tools along with borrowing data (like number of times/when that tool was checked out?),not_spam "I'd like to train a convolutional neural net to classify whether an eye is healthy or is suffering from some disease. **Are there any good datasets of close-up photos/ imaging of eyes with various diseases (glaucoma, cataract, etc.).** It seems like there are two datasets - ORIGA and SCES datasets based on this paper: https://www.ncbi.nlm.nih.gov/pubmed/26736362. But I haven't been able to find them. Thanks.",not_spam "I am looking for some good datasets in the ITSM domain (Incident, Problem, and Change Management). Could anyone please help me out?",not_spam "Hi guys Iโ€™m going to generate a large amount of synthetic data with a 3d modeling software. I want to generate hand gestures and I need to make it automated with codes. [sample](https://preview.redd.it/8m3jbp6phto61.jpg?width=620&format=pjpg&auto=webp&s=7e25ad57b646d41983bab1a8513cd62b7958f6f3) what software do you suggest for?",not_spam "I need the data for some research however, I can't seem to find them anywhere. Tried Freduse, IPUMS and the census bureau but still can't find any data dating back to 1920s. Would appreciate any advice to get these data sets",not_spam "Hey everyone, I don't know where else to turn so I wanted to ask reddit.. I have a project I need to do and I have to research a large dataset and analyze it. The issue I'm having is finding something large enough >100k results, that will upload properly into IBM SPSS modeler ( if you know what that might be) Mostly finding a quality dataset is my issue. If you can help, or point in the right direction, I would appreciate it! Thanks.",not_spam "I've been spending time with my older relatives, and they watch TV *all the time*. Meanwhile, a lot of my friends (myself included) don't even *own* a TV. I'm wondering if I'm the only one. :)",not_spam I am currently working on project to detect pest in crops using imageprocessing . It would be really helpful if i could access dataset of different types of pests in different types of crops.,not_spam "Throughout my life Iโ€™ve never been able to find my own data. To my fault, itโ€™s because if it doesnโ€™t show up in the first Google result I give up for most things. However, it seems like people can quickly find any piece of data they need so I feel like Iโ€™m doing something wrong. How do you get the data you need for any random topic? For example, Iโ€™m currently trying to find income distribution changes by neighborhood over time. Data.usa showed up as a result which has been awesome but either the UI is bad and I donโ€™t understand how to get what I want or the data just isnโ€™t as detailed as I want. If someone could please walk me through their process or at least tell me itโ€™s not as simple as I think it is, then Iโ€™d appreciate it",not_spam "Hey Guys, Many tried and Failed, BE OUR HERO! I am looking for someone who will help us scrape Crunchbase, we would need VC info together with all their portfolio companies. There is more than 40k VCs with average of 5-10 Startups funded. So the data set will be quite complex. Are you interested in earning money for CB Scrape? Hit me up: [jkucera00@gmail.com](mailto:jkucera00@gmail.com)",not_spam Or are there raw data of the map somewhere?,not_spam " How to find monthly google searches for a specific keyword I have seen people say to use google keywords planner but that needs an AD Campaign I am looking for something else which is free I just want to make something like the most popular anime from the last 10 years for just a fun side project, the video on youtube which you can find by searching ""Most popular anime from 2004-2020""(Subreddit doesn't allow links) has instructions on how he did it in the description but I am unable to find it Thanks",not_spam "Has the title suggests I'm looking for a dataset, that is as old as possible, for the stock market, financial reports is good too, but note imperative. If you guys could give me a suggestion, It would be perfect. Thank you. |||| |:-|:-|:-| ||||",not_spam "I've got the movie lens one. What I really need is basically the Netflix dataset, but unless I can get permission from the company, that isn't going to fly for my prof. So anyone know a dataset that I could use or someone at Netflix who can give me what I need? ",not_spam "Say i want to compare CO2 emission per capita vs gpd per capita, do i need to adjust for inflation? ",not_spam "Does anyone know of an existing dataset for all CRE space (no name, just designated as commercial)?",not_spam "So I know this is a long shot, but I was hoping it might be possible to get the full corpus of the New York Times. This is for a project to potentially evaluate a measurement that was initially based off the NYT, so we need the full text to check a few different techniques to generate it. ",not_spam Does anyone know of public anonymized data for where people who visit Tulsa today return home? I think I saw something a couple of months ago where there were data about where people who went to Florida on spring break went afterward.,not_spam "Hey guys, I'm looking for datasets that describe the number of satellites placed into orbit by private launch providers (like SpaceX) since the year 2000, as well as the types of customers for each launch (i.e. Government Organizations or private firms/customers). Help appreciated!",not_spam "Hey guys :) I have to implement a chatbot for my bachelors thesis, I made a very very small dataset my own with which the bot works fairly okay, when asking specific questions of course. &#x200B; But for normal, unrelated, questions I struggle to find labeled data. &#x200B; Do you have any sources on where to get one? It is fine if it is still a smaller dataset since it is just my bachelors thesis and the expectation is not to handle a million entry dataset. &#x200B; Any suggestion appreciated",not_spam "Hi, I'm looking for a corpus of text data that consists of conversations on political topics. Email would be the best medium, but texts or Twitter back-and-forths would also be ideal. Anything threaded. Thanks!",not_spam "Hi! I'm participating in a hackathon, and we're looking to build a model which predicts the future earnings of a YouTube channel. I know of socialblade's calculator, and the [dataset in Kaggle](https://www.kaggle.com/datasnaek/youtube/data), but I was wondering if there is any dataset of open YouTube analytics pages we can use as a learning set.",not_spam "Hello everyone. I am currently working on a marketplace where anyone can share their dataset (images, sounds, etc.) with the world. The idea is that after you have solved your ML task, you are left with the dataset which you don't mind sharing with others. So why not make some money out of this. Please, comment if you faced the problem that you couldn't find a dataset for the problem you were trying to solve and would be happy if such a marketplace would exist. I am also interested in the legal side of such a business. Are there any problems if the dataset was containing some copyrighted images and the client tried to sell them.",not_spam "I'm looking for a spam and ad dataset. I want to classify text as either non-spam or spam. Spam included ads, scams, promotions, etc. I've found very little regarding this, most of which have barely 5k records. I'd like something over 20k rows if possible. Thanks.",not_spam Does anyone know where I could find this data? It would be much appreciated! ,not_spam "Just looking for a dataset to analyze. Need at least height, race, and gender",not_spam "[https://commonslibrary.parliament.uk/research-briefings/cbp-7529/](https://commonslibrary.parliament.uk/research-briefings/cbp-7529/) An official dataset from the House of Commons. Comprises very extensive data about parliament elections in the UK, GB, England, Scotland, Wales and Northern Ireland. Are included among others, election results, demographic statistics about members of parliament, mayor elections data, various referendum results, votes in the European parliament from UK parties, etc. There is also a 94 pages-long .pdf report which summarises the election results. The dataset is described and analysed, with various plots, statistics, and detailed comments.",not_spam "Hi guys, I really do need your help. I am sitting literally the whole day for finding an idea for my homework. Find two data sets online (from one or several sources) that would be interesting to combine * Each data set must have a different file format (either CSV, XML, or JSON). * &#x200B; * Workable data-set sizes: The selected or extracted data sets should have thousands of entries (>= 1000), but not more than (<=) 10000 entries. If larger, use an excerpt from the original data set. Justify the extraction criteria using a Markup cell. It is not difficult to find a dataset but if you have to find two which fits together and makes sense,...I am out. &#x200B; Thanks in advance!",not_spam "Been on a long search for this one, and the only one I can find is the FY2013/2014 reports on defense spending by OEA and Bloomberg. If anyone could point me the right way, I would appreciate it. Edit: States in the US. Sorry for the confusion",not_spam I am trying to do a analysis to find out what are general cause of late product shipment in automotive industry. Is there a public dateset where I can do the analysis? Thanks in advance :),not_spam "Hi Guys, โ€‹ I'm currently working on a project and we require a data source that requires high frequency data for major cryptocurrencies in terms of major fiat currencies (BTC-USD, ETH-USD, BTC-CAD, etcโ€ฆ). โ€‹ We have found a website called Cryptocompare ([https://www.cryptocompare.com/](https://www.cryptocompare.com/)) that provides hourly data across all exchanges and goes back 5 years. Does anyone know of a dataset that is of a higher frequency or could go back further than that? โ€‹ Thanks so much for the help!",not_spam "Hi, I am looking for a data set that includes images of buildings in an urban environment. Any help is greatly appreciated!",not_spam "In case anyone has an interesting use for nearly 6000 120px by 180px images of kpop idol [Bae Suzy](https://en.wikipedia.org/wiki/Bae_Suzy)'s face that I scraped from various images, along with 2D facial landmarks, I've uploaded the data to kaggle [here](https://www.kaggle.com/amarang/bae-suzy-facial-landmarks). There's a quick start [kernel](https://www.kaggle.com/amarang/starter-loading-and-displaying-the-images-landmar) too. A tiled image of many faces (subset of ~1k) looks like [this](https://i.imgur.com/gs1mKUP.png). Overlaid 2D landmark points look like [this](https://i.imgur.com/7SychqZ.png). For fun, I wanted to use these images to play with GANs to generate more faces. [Here's](https://i.imgur.com/tg5AbrB.gifv) an example of interpolation between DCGAN generated images of Suzy.",not_spam "I am currently looking for colleges to apply to and have yet to find any large data sets with a ton of schools that have basic information (tuition, test scores, majors offered, etc.) Does anyone know of anything like this that exists?",not_spam "Iโ€™ve been asked to put together a short course about how to analyze usage data for mobile apps, and am looking for snapshot example data sets that can be used to explain usage trends, metrics like daily/weekly/monthly active users and subscriber churn. Iโ€™ve been searching the usual spots like Kaggle and not seeing anything that really fits this. Any advice?",not_spam "I currently have a Crunchbase subscription that I only needed to use once. It really sucks to have to buy for a whole year. If anyone wants to buy the subscription which has around 10 months left on it for a discounted rate, I'd be more than happy to sell it to some who needs it more than me!",not_spam Would greatly appreciate if anyone could help me out in how to map any of the ORBIS company IDs (eg bvdid) to an industry classifier (eg SIC code).,not_spam "Hi everyone, In my current job i work quite a bit with publicly available datasets and I am now thinking about starting a project to make it easier for non-technical people to interact with public/open data. As part of that, i am trying to get a better understanding of how people interact with public datasets, and the obvious source to ask for help are the kind people of reddit! :) I would really appreciate if you you could give a bit an overview of the data sources that you guys use and what exactly you then do with that data. To give you a bit of a reference of what i am looking for here, an example for myself would be: My company has a presence across the globe and wants to keep on top of the latest Covid-19 developments. To assist with that, I pull a bunch COVID-19 data from the OWID GitHub page, do some cleaning & basic analysis and then chuck the results into a number of excel files that then get analysed by a team close to the companyโ€™s management. Thanks a lot in advance, i really appreciate any input!",not_spam i want to see if the number of people dieing are outstanding compared to the number of people that would have died from Corona,not_spam "Does anyone know of data repositories that I can upload my organization's climate data to? (Data on GHG emissions, NDCs, long-term strategies, net-zero targets) Thank you!",not_spam "Specifically, I'm interested in financial data (revenue, earnings, valuation, etc.) for all of the 30 franchises over the last decade or two. If anyone knows a good source, that would be very much appreciated! I know the information is available on Forbes , but I would prefer a file or database rather than having to extract the source code from 30 different links and parsing through them:",not_spam "I would like to add a speech or quote regarding world peace and Earth to a video of mine, but I cannot find a source for royalty-free audios of such speeches. Something like the famous final scene in The Great Dictator where Charlie Chaplin talks about peoples' greed.",not_spam "Hello, Does anybody have a project development dataset(s)? Something that I can build a dashboard from to visualize things like project milestones, project budget, tasks budget (over/under), etc? Thanks",not_spam "Hi, I'm working on a dataset about students' performance in two different schools in Portugal. I have 30 covariates and response scores (one for each trimester). Unfortunately in one of the 2 schools I have just 36 statistical units.. Since I want to inspect if there were any mixed effects I was wondering if performing variable selection before trying to build a hierarchical regressio model.. thx!!!",not_spam Title says it all,not_spam "I'm looking for a dataset for a visualization project. I need something that doesn't require much cleaning Thanks!",not_spam "Is there a list of datasets which were scrapped from reddit? I am interested in datasets on personality, emotions, and mental. It would be nice to start from what is already available. I know a of few datasets but they aren't publicly available",not_spam "Hi, Can anyone help me with the sources freely available for the datasets that can be used for market mix modelling? If it contains dates as well, nothing like it. Thanks in advance ๐Ÿ˜Š",not_spam "Hey y'all I'm taking a class that wants me to analyze a dataset that's at least 10 gb in size but I'm struggling to find one to download! I'm pretty new to this can you help direct me to some interesting datasets? Thanks!",not_spam If anyone could point me in the right direction... thank you.,not_spam "Looking for data containing the creation/launch dates of cereal brands (i.e. Cheerios launched in year XXXX, Oat Bran in year XXXX, etc). ",not_spam "Does anyone remember when Tesla was doing the quiz on โ€œwhich way should the car swerveโ€ and then it would be an image of a child, an adult, and a barrier? Iโ€™m sure it was being used to study how the average person ranks the value of life.",not_spam "Hi all, I'm looking for a nazi symbol dataset or even a hate symbol dataset to train an object detection model on. Searching the internet, there seems to be plenty of hate speech datasets but no hate images. Anyone know of any such datasets or can point in the right direction of obtaining one?",not_spam " We have built 180Protocol, an open-source toolkit for data sharing and creation of unique data sets. It targets enterprise use cases and improves the value and mobility of sensitive business data. Ourย alpha release is live onย [GitHub](https://github.com/180Protocol/180protocol). Developers can quickly build distributed applications that allow data providers and consumers to securely aggregate and exchange confidential data. Developers can easily utilize confidential computing (with hardware enclaves like Intel SGX) to compute data aggregations from providers. Input/Output data structures can also be easily configured. When sharing data, providers get rewarded fairly for their contributions and consumers get unique data outputs. Read more on ourย [Wiki](https://docs.180protocol.com/)",not_spam I'm looking for a dataset that can be used in a College Work. I need to run an algorythm in the dataset. The algorythm I'm using is the Random Forest.,not_spam "I'm a Data Science student at r/LambdaSchool, looking to get into health care. I just recently started looking into Genomics and Metabolomics; anybody have good data on that?",not_spam Is there a search engine specifically for finding datasets?,not_spam I need Electronic components identification and function dataset to be used in relational database,not_spam I am basically detecting cotton diseases and need image data. Any help would be appreciated.,not_spam "I don't need a specific currency, I just need a labelled dataset to start with for now. I'll eventually take images and label them myself for the required currencies. I intend to build an app around it, I need to finish building the model and API so I can start with the app. I'll keep adding different currencies with time.",not_spam "I'm searching for datasets for vehicle instance segmentation all datasets that I found is about self-driving and lanes, but I want a dataset to train my model so I can extract the car from the image. &#x200B; I don't mind if it's free or paid",not_spam "looking for datasets in Finance and risk analytics where most work is done yet. Please suggest links, Thanks ;)",not_spam " The more comprehensive, the better, of course. Awesome if on the micro-level. Any lead for such data will be very much appreciated. Thanks!",not_spam "Need a dataset of Financials, in particular revenue of public companies across various sectors for the past 20 or so years. This is for a class project. Yahoo Finance and the likes only have recent data. And if there was already compiled data, I would really appreciate it! Thanks!",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome.",not_spam Any data source for this? Just need development costs/investment through stages and (if approved) the total sales in the market.,not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome.",not_spam "I'm working on a project for my Statistics 2 class, and I cant seem to find a data set that matches the description above. Thank you in advance!",not_spam "I know that most court cases have to have public transcripts, is there anywhere I could download large numbers of these? I know a little bit about coding scrapers if need be.",not_spam "[MLB current season games overview dataset](https://github.com/mikeyyg96/baseball-game-prediction/blob/master/mlb_games_overview.txt) I scraped data from every game of every day starting from March 20th, 2019 to October 1st, 2019 from ESPN's [site](https://www.espn.com/mlb/schedule/_/date/20190320). &#x200B; Headers: date is the date in YYYYMMDD format team is the team name abbreviated away is in binary so 1 for true 0 for false at\_bats is the total number of at bats the team made that game runs is the total number of runs the team made that game hits is the total number of hits the team made that game rbis is the total number of rbis the team made that game walks is the total number of walks the team made that game batting\_average is the sum of batting averages the team made that game on\_base\_percentage is the sum of on base percentage the team made that game slugging\_percentage is the sum of slugging percentage the team made that game win is in binary so 1 for true 0 for false",not_spam "Hi! I'm working on a small analysis in this dataset: http://archive.ics.uci.edu/ml/datasets/Adult but so far I'm a little confused about some of the variables: capital-gain capital-loss fnlwgt Could someone explain me what's the meaning of these fields? I've tried to google it but it's been hopeless...thanks in advance! ",not_spam "I'm still getting my feet wet in this area. I've found census data and some other US stuff but it seems a bit boring. Where do you go to find data sets that have unusual statistics. I don't really know what I'm looking for... just wondering what's out there. Or what you may have come across. ",not_spam I'm looking for a way to access the level of pollen in Southern Arizona.,not_spam "Also referenced in [this Stack Exchange question](https://opendata.stackexchange.com/q/15787/7031), I am interested in a dataset listing software projects that started as closed projects within private companies but were at some point relicensed and released to the public. For example, projects like React and TensorFlow would fit this definition. At a minimum, I'd like to know the name of the project and the date when it was released as F/OSS. My starting point is Wikipedia's [List of formerly proprietary software](https://en.wikipedia.org/wiki/List_of_formerly_proprietary_software).",not_spam "Hi everyone, I'm working on building a two steps image classification model, I'm trying to find a dataset that has indoor and outdoor images of homes, once outdoor images are excluded, it will classify whether the home is furnished or not. Thanks for your consideration!",not_spam "They are not part of 10-K so Edgar doesn't have them. Bloomberg, maybe? Any other source that may have it and has some kind of programmatic access ? Thx. ",not_spam "In this repository, we present the *first* corporate travel dataset generator of the GitHub. This generator produces flight and hotel data. Everything is randomly generated, for example, business users, hotels, flights, travels, etc. Link: [https://github.com/Argo-Solutions/travel-dataset-generator](https://github.com/Argo-Solutions/travel-dataset-generator)",not_spam "Hello! I am looking for a dataset of apartment leases to train a model on. Preferably these would be in some kind of text format, although anything will do. No need for any annotations or anything as I plan to do unsupervised learning on it.",not_spam "Hi, &#x200B; I'm looking to work with markov chains to try generate music, like it is done with speech. I am looking for datasets to do this but cannot find anything. &#x200B; Any chance you can help?",not_spam "I've been trying to look for datasets that are related to Schizophrenia, but I've had no luck. I have found some interesting ones related to personality testing: https://openpsychometrics.org/_rawdata/ but I'm not 100% interested in using any of them. I would prefer to work on data that'll help predict risks of psychosis. ",not_spam "What are some data sets that can be used to study fairness in machine learning? Specifically, I'm looking for a data set to illustrate a classification method that tries to balance accuracy, false-positive rates, and false-negative rates between different sub-population identified by a ""protected attribute"" (e.g. gender, race, age). I know of the ""standard data set"" that are very frequently used in fair machine learning literature, like COMPAS, UCI Adult Income, German Credit. What are some more recent, less well-used datasets suitable for this topic?",not_spam " Hi there, Is it just me or you realise the fact that WordNet has been pretty static for the last years. Does anyone know if the project is suspended or not maintained anymore? If so, is there something better out there that I am not aware? Cheers",not_spam "I am looking for a dataset of craigslist ads (or similar site), please let me know if you are aware of any existing data. Thanks.",not_spam "There are nice drone datasets out there [https://dronewars.github.io/data/](https://dronewars.github.io/data/) [https://www.thebureauinvestigates.com/stories/2017-01-01/drone-wars-the-full-data](https://www.thebureauinvestigates.com/stories/2017-01-01/drone-wars-the-full-data) They do not have data for 2020 though. Drone strikes still seem to have happened this year [https://www.thebureauinvestigates.com/drone-war/data/afghanistan-reported-us-covert-actions-2020](https://www.thebureauinvestigates.com/drone-war/data/afghanistan-reported-us-covert-actions-2020) Do you know of a Drone Strike dataset that is up to date?",not_spam "Doing an analytics project on golf and wondering if anyone has any good sources for tournaments, their winners, and the scores posted by the winners. Tried to look on PGA Tour, but doesn't seem like they have it anywhere easily accessible... Would like to go as far back as the 60s if possible. Worst case scenario, the results for all the majors spanning back to the 60s.",not_spam "Hey all, I am looking for a dataset which has images in it (Links are fine). Also it should have a field with some extensive text ( a paragraph or more. ) Is there a source available to find such a dataset?",not_spam I'm looking for a data set and/or just statistics on the number of police interactions broken down by race to use as a control for analyzing racial bias in police shootings.,not_spam "I have a Python weather and air quality based data science project in mind. And I need historic Data of air and weather conditions for Delhi and Goa (states of India). Thanks in advance. ",not_spam "Is there any dataset where we have blocks of text sentences followed whether or not they are grammatically correct? If not, then how can I synthetically form such a dataset with the constraint being that I have a limited amount of grammatical knowledge in this language?",not_spam "I am looking for a dataset of ""bad"" or swear words, with alternative ""good"" words I can replace them with. For example: ass -> butt, fu\*king -> fricking, ugly -> not pretty.. Anybody knows about dataset similiar to this?",not_spam "Hi redditors! I am working on a hobby project to detect disease in plant leaves. I have found a pretty reasonable [dataset](https://www.kaggle.com/vipoooool/new-plant-diseases-dataset?https://www.kaggle.com/vipoooool/new-plant-diseases-dataset?) on Kaggle for disease detection on single leaf. However, I wish to first isolate leaf/leaves from a picture not necessarily containing a single leaf (possibly using a technique similar to YOLO) and then run the disease classification algorithm on each isolated leaf. I can't find any dataset to train a leaf detector. Every dataset that I've found so far deals with plant diseases classification having images of single leaves. If you guys know any such dataset, please let me know. cheers",not_spam "Hi all, I am trying to find a data set similar to 538's data on college majors but much more granular. There are only 173 (?) lines of data there and I'd like data on nearly every major in the USA if it exists (unemployment, median salary, men v women, etc). I've tried Google, and Google's beta data set search and have come up empty.",not_spam "From what I understand, the census is every 10 years while they do estimates for each year in each state/county/city. I can't seem to find this info, it doesn't even have to be a very credible source just something with number estimates. Thanks. Ideally it's from 1950-present day",not_spam "Hi there, I posted the same question in /r/semanticweb before realising this was a more active sub. I'm doing research into Linked (Open) Data and have been struggling to find any datasets. It's, of course, entirely possible I'm just looking in the wrong places, but I can't seem to find anything which would be useful. Thank you for reading. ",not_spam "Hey, Iโ€™m looking for a dataset about adoptees for my data science project. Especially when that takes into account if their adoptive parents are the same or different race than them.",not_spam "Hello everyone! I recently focus on traffic light recognition research and need Nexar traffic light dataset, who can help me to find a link to download the dataset? thanks!",not_spam "Hello! I'm working on an econometrics project and am focusing on San Francisco housing prices. Specifically I want to see if the zoning laws put in place in the 1980s affected housing prices (theoretically they would). I also want to look at how the square footage, # of bedrooms, # bathrooms, year built, etc. to see what impact that has. I'm only looking for data in the San Francisco metro area. Hopefully someone can help!",not_spam "I'm volunteering with a non profit that helps small businesses - we are finding it hard to reach them. Is there a place where I can get data on small businesses (nail salons, food trucks, locksmiths etc) in NYC? If possible, along with revenue details (so we can decide who to get in touch)? We might be able to spend some money, not much. However, I don't mind spending time (cleaning up the data etc) Edit: Another important data point would be the year in which the business was started",not_spam "I have just recently been looking into the [USGS The National Map data](https://www.usgs.gov/core-science-systems/national-geospatial-program/national-map) and dug in a little to find the [schema for the Structures data](https://web.archive.org/web/20160328235113/http://services.nationalmap.gov/bestpractices/model/acrodocs/Poster_BPStructures_03_01_2006.pdf). Of interest are layers like ""Struct\_DDD"" which has fields of num\_floors and building height and also type of use of building. I am looking to do queries like County with the most building floors devoted to the Mail and Shipping industry, for example. The Structure data that is [found here](https://prd-tnm.s3.amazonaws.com/index.html?prefix=StagedProducts/Struct/National/GDB/) has only a ""STRUCT\_Points"" layer. &#x200B; Does anyone know if other Structures layers are available or were available in the past?",not_spam "Hey, I am trying to improve my writing abilities by blogging about topics which interest me. Here is my first post, it is on biologically relevant datasets available on Kaggle. Feedback is much appreciated. [Blog Post](http://whyiswritinghard.blogspot.co.uk/2017/11/kaggle-datasets.html)",not_spam "Hi, sorry if I am writing to the wrong subred but I am already in deep despair. I am writing my thesis on the comparison of professional film reviews and community film reviews and cannot find any articles on the topic of community film reviews, Do you have any links? Thanks in advance!",not_spam "An example of an ideal dataset would look like: * There are some devices, say computers * Each computer has **parameters** (number of cpus, amount of ram, hdd space, etc.) * Also we know some **time-series** data (energy consumption log, load log, etc.) about each of the devices * And we need to predict whether it will fail soon or not. This is just an example, the domain of the dataset does not matter, it could be hospital records about patients, some other devices, unicorns, whatever. The **main requirement** is that each instance has some number of useful ""static"" features and some number of useful ""dynamic"" features. Has anyone seen a dataset(s) like this?",not_spam "Hey everyone, I was trying to figure out whether there was an easily accessible version of the UC school salary data available somewhere (i.e. something in csv-type format or similar). I know that you can search the database online at [Compensation at the University of California: Annual Wage (ucop.edu)](https://ucannualwage.ucop.edu/wage/), but they don't allow for easy bulk downloads. I found two other sources that are missing either the name of the employee or the location. Does anybody know if someone has perhaps scraped the site above already or if it's available somewhere? &#x200B; EDIT -- I had looked into [2019 salaries for University of California | Transparent California](https://transparentcalifornia.com/salaries/2019/university-of-california/) (but they are missing info on the campus/location) and also into [GCC : University of California, Los Angeles (2019) << University of California](https://publicpay.ca.gov/Reports/HigherEducations/UCEntity.aspx?entityid=8241&year=2019) (which has information on the location but is omitting the employee's names) already. I need something that contains both the location/campus, as well as the name. &#x200B; Thanks for the help, FL &#x200B; P.S.: The post below had a link to a GitHub, but that doesn't seem to be accessible any longer. &#x200B; [Full salary records for all University of California employees (including students) : datasets (reddit.com)](https://www.reddit.com/r/datasets/comments/6iz29e/full_salary_records_for_all_university_of/)",not_spam "I am doing a school project where I need to find some pre-existing dataset and use it to study some hypothesis of my choice (related to biology). It is an introductory course so I want to limit my analysis to linear models, t-tests, chi-square, etc. as these are analyses that I would be able to do myself. The caveat that is making this very hard is that it needs to be something that hasn't been done/published before.",not_spam Looking for data for any singular or plural gyms. I am particularly interested in seeing when are the optimal times when there are the least amount of people.,not_spam "eg i have a 1gig Twitter dataset i would like to share, but i ain't self-hosting it ! ",not_spam " >**TL;DR:** See datasets / example notebooks below ๐Ÿ‘‡ Hi Guys, I collected high frequency cryptocurrencies market data and uploaded them as.csv's to Kaggle. They include over 4 years of data for some of the most traded coins. The datasets were collected using an automated collection pipeline that collected minute-by-minute market data for Cryptocurrencies and updated it every day to Kaggle! The whole project took me a lot of time to develop and is not easy to maintain, so please if you find this of value: Your feedback & support is highly appreciated! This was mainly done for the cryptocurrencies forecasting competition that is currently in it's ""frozen stage"" where participants now watch their algorithms forecast the future and had not happen yet. (And hope for the best ;)) ## Trading Related Kaggle Notebooks Also, I also released **+20 example notebooks** that use the datasets for trading, each demonstrates a different approach for forecasting future returns. This project is also beginner-friendly since it is highly documented, this can serve as a ""first stop"" when studying Time Series analysis. ## The Datasets: * [Bitcoin](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-bitcoin) * [Ethereum](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-ethereum) * [Binance Coin](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-binance-coin) * [Bitcoin Cash](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-bitcoin-cash) * [Cardano](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-cardano) * [Dogecoin](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-dogecoin) * [Eos.io](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-eos-io) * [Ethereum Classic](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-ethereum-classic) * [Iota](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-iota) * [Litecoin](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-litecoin) * [Monero](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-monero) * [Maker](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-maker) * [Stellar](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-stellar) * [TRON](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-tron) ## Baselines & Starter Notebooks |CV + Model|Hyperparam Optimization|Time Series Models|Feature Engineering| |:-|:-|:-|:-| |[Neural Network Starter](https://www.kaggle.com/yamqwe/purgedgrouptimeseries-cv-with-extra-data-nn)|[MLP + AE](https://www.kaggle.com/yamqwe/bottleneck-encoder-mlp-keras-tuner)|[LSTM](https://www.kaggle.com/yamqwe/time-series-modeling-lstm)|[Technical Analysis #1](https://www.kaggle.com/yamqwe/crypto-prediction-technical-analysis-features)| |[LightGBM Starter](https://www.kaggle.com/yamqwe/purgedgrouptimeseries-cv-with-extra-data-lgbm)|[LightGBM](https://www.kaggle.com/yamqwe/purged-time-series-cv-lightgbm-optuna)|[Wavenet](https://www.kaggle.com/yamqwe/time-series-modeling-wavenet)|[Technical Analysis #2](https://www.kaggle.com/yamqwe/crypto-prediction-technical-analysis-feats-2)| |[Catboost Starter](https://www.kaggle.com/yamqwe/purgedgrouptimeseries-cv-extra-data-catboost)|[Catboost](https://www.kaggle.com/yamqwe/purged-time-series-cv-catboost-gpu-optuna)|[Multivariate-Transformer \[written from scratch\]](https://www.kaggle.com/yamqwe/time-series-modeling-multivariate-transformer)|[Time Series Agg](https://www.kaggle.com/yamqwe/features-all-time-series-aggregations-ever)| |[XGBoost Starter](https://www.kaggle.com/yamqwe/xgb-extra-data)|[XGboost](https://www.kaggle.com/yamqwe/purged-time-series-cv-xgboost-gpu-optuna)|[N-BEATS](https://www.kaggle.com/yamqwe/crypto-forecasting-n-beats)|[Neutralization](https://www.kaggle.com/yamqwe/g-research-avoid-overfit-feature-neutralization/)| |[Supervised AE \[Janestreet 1st\]](https://www.kaggle.com/yamqwe/1st-place-of-jane-street-adapted-to-crypto)|[Supervised AE \[Janestreet 1st\]](https://www.kaggle.com/yamqwe/1st-place-of-jane-street-keras-tuner)|[DeepAR](https://www.kaggle.com/yamqwe/probabilistic-forecasting-deepar/)|โณTarget Engineering| |[Transformer)](https://www.kaggle.com/yamqwe/let-s-test-a-transformer)|[Transformer](https://www.kaggle.com/yamqwe/sh-tcoins-transformer-baseline)||โณQuant's Volatility Features| ||||| |[Reinforcement Learning (PPO) Starter](https://www.kaggle.com/yamqwe/g-research-reinforcement-learning-starter)|||โณWavelets| [About the validation: GroupTimeSeriesSplit](https://www.kaggle.com/yamqwe/let-s-talk-validation-grouptimeseriessplit) (โณ - in the making..) Fork them as you please! Enjoy Yourself! ## Technical details about the Data For every asset, the following fields from [Binance's official API endpoint for historical candlestick data](https://github.com/binance-exchange/binance-official-api-docs/blob/master/rest-api.md#klinecandlestick-data) are collected, saved, and processed. 1. timestamp - A timestamp for the minute covered by the row. 2. Asset\_ID - An ID code for the cryptoasset. 3. Count - The number of trades that took place this minute. 4. Open - The USD price at the beginning of the minute. 5. High - The highest USD price during the minute. 6. Low - The lowest USD price during the minute. 7. Close - The USD price at the end of the minute. 8. Volume - The number of cryptoasset u units traded during the minute. 9. VWAP - The volume-weighted average price for the minute. 10.Target - 15 minute residualized returns. See the 'Prediction and Evaluation section of this notebook for details of how the target is calculated. 10. Weight - Weight, defined by the competition hosts [here](https://www.kaggle.com/cstein06/tutorial-to-the-g-research-crypto-competition) 11. Asset\_Name - Human readable Asset name. **Indexing** The dataframe is indexed by `timestamp` and sorted from oldest to newest. The first row starts at the first timestamp available on the exchange, which is July 2017 for the longest-running pairs. >**Bonus dataset:** I've also uploaded a dataset containing the most powerful source for predicting cryptocurrencies movement: Elon Musk's Twitter ๐Ÿ˜‚! It is simply an updated dataset of all Elon Musk's tweets ๐Ÿ˜‚. I must check if Elon Musk can help us win! ๐Ÿ‘Œ You can play with it yourself [here](https://www.kaggle.com/yamqwe/elon-musks-twitter-updated-031121). Enjoy Yourself! And thank you in advance for your support! This was not an easy system to maintain!",not_spam Looking for an image set containing rims both with and without a ball in the net. Would like this to be captured from TV broadcasts.,not_spam "Hi /u/Stuck_In_the_Matrix and others who can answer this, I compared the 'retrieved_on' date with the 'created_utc' date of the comments and submissions in the pushshift data in 01/2017 to 04/2017 and found that there is a huge difference between the two values. In the small random sample of comments and submissions, the difference is at least 11 days for comments and 13 days for submissions. From the dates, it seems like January comments are crawled in early Feb, Feb comments in early March, and so on. This is not what I was expecting since you said that the data is crawled in 'real-time' (with 1-2 second delays. See https://www.reddit.com/r/pushshift/comments/715xp6/data_update_rate/dn9vdom/). Could you please explain what is going on? Below are the two values for a small random sample of comments between 01/2017 and 04/2017. Larger samples show similar things. The first value in each line is 'retrieved_on' time and second is 'created_utc' time of a comment/submission, all represented as 'number of seconds since epoch'. (You can use https://www.epochconverter.com/ to convert to human readable time) **Comments** 01/2017 1485722700 1483391561 1485950103 1484105155 1485959271 1484143942 1485979423 1484192940 1485985567 1484220213 1486279637 1485142764 1486310477 1485237948 1486436289 1485378568 Minimum difference = 1057721 seconds = 12 days Maximum difference = 2331139 seconds 02/2017 1488559866 1486214982 1488620496 1486404543 1488761903 1486831585 1488775447 1486869359 1488903306 1487280800 1489076984 1487857616 1489100903 1487918061 1489177545 1488190203 Min difference = 987342 seconds = 11 days Max difference = 2344884 seconds 03/2017 1491265184 1488832219 1491635390 1490010309 1491639941 1490024290 1491677044 1490131452 1491688053 1490164930 1491740187 1490322048 1491927230 1490915406 Min difference = 1011824 seconds = 11 days Max difference = 2432965 seconds 04/2017 1493719473 1491099817 1493798417 1491340891 1493842173 1491477168 1494185234 1492560416 1494202830 1492618417 1494237418 1492715606 1494446171 1493354332 Min difference = 1091839 seconds = 12 days Max difference = 2619656 seconds **Submissions** 01/2017 1489390679 1483306171 1489395021 1483420423 1489401269 1483573832 1489418385 1484006930 1489432716 1484353410 1489448751 1484761580 1489449136 1484768796 1489450175 1484790005 1489468791 1485253641 1489471013 1485303438 1489475618 1485421691 Min difference = 4053927 seconds = 46 days Max difference = 6084508 seconds 02/2017 1489509326 1486254021 1489513546 1486367501 1489513893 1486380092 1489576598 1487775442 1489582041 1487894589 Min difference = 1687452 seconds = 19 days Max difference = 3255305 seconds 03/2017 1492378526 1488735018 1492387431 1488943489 1492387528 1488945867 1492398437 1489214891 1492404949 1489389311 1492416919 1489679210 1492418738 1489716859 1492424818 1489872722 1492429294 1490002129 1492435670 1490152487 1492439682 1490243397 1492447754 1490429267 1492463918 1490779330 Min difference = 1684588 seconds = 19 days Max difference = 3643508 seconds 04/2017 1494553426 1491153905 1494554095 1491166561 1494556861 1491234799 1494564855 1491416705 1494591218 1492074042 1494594877 1492165227 1494598020 1492243880 1494605996 1492459397 1494610516 1492564801 1494616333 1492706606 1494621922 1492836049 1494647977 1493485137 Min difference = 1162840 seconds = 13 days Max difference = 3399521 seconds ",not_spam "Trying to do some research on impact of news articles and sentiment on social media Alternatively if one is not available, is it possible to extract a list of posts from a subreddit such as r/coronavirus Apparently scraping via the api only gives a max list of 1000 submissions which might not be enough Thanks /r/Coronavirus",not_spam "Hello fellow redditors, So i'm creating a piece of data journalism based on reddit and the /r/science subreddit, but I need data. On how many comments are made, the topics being discussed, how many posts and threads about each topic (they tag their posts with their own description such as ""social science"") and in total per day, month and year even etc. all things like this. Now my question is: is there an easy place to access all of this kind of stuff? I've found [redditlist.com](https://redditlist.com) and [redditmetrics.com](https://redditmetrics.com) but they aren't the most up to date, or in depth so am wondering if anyone can help with this? &#x200B; Thanks, Titan",not_spam "I'm working on a project that requires bank statements or similar - the kind any consumer gets monthly from their bank. While searching, I see a bunch out there, (Kaggle, etc.) but these are transactions in csv. I need something that looks like actual PDF version. It doesn't have to be real customer info, just the format, so we can train and test. Have you seen around? Thanks in advance.",not_spam "I am looking for Infrared Scans and data sets. Ideally from arial photogrammetry and have radiometric and GIS meta data associated with them. We are developing software for disaster management, emergency services and SAR. location doesn't matter but content would be ideal the more interesting the better example) scans of animals or humans, wildfires, urban and rural areas. Any leads I can get the better we and sort through bugs in the software.",not_spam "Looking for a list of all festivals and large scale events in Europe. Ideally it would also have the number of visitors. Found some Top X festivals / event lists but nothing more than 30 festivals at the time in a blog post. Any guidance would be much appreciated!",not_spam from where I can download daily historical weather records of london,not_spam "[https://greatexpectations.io/blog/distinguishing-critical-pipeline-tests-from-metrics/](https://greatexpectations.io/blog/distinguishing-critical-pipeline-tests-from-metrics/) We should all know at this point data quality and testing your data is important but I like the angle that this blog takes on avoiding altering fatigue. It's great that you set a system up but it's pretty easy to create a bunch of extra noise.",not_spam "Hello, we are planning to release a dataset containing a decade of public posts and comments (billions in total) made on our social network. Is there any tool that can be used to scrub PII from the post and comment text? Here are the columns we intend to include: * PostID (Hash) * ParentPostID (Hash) * ProfileID (Hash) * PostedOn (DateTime) * Latitude (decimal, rounded to .1) * Longitude (decimal, rounded to .1) * ImageID (integer, can be retrieved using a correctly formatted url) * PostText (utf-8 string) Is there anything else we should be aware of before we post the dataset? Thanks!",not_spam "I know it's a long shot, but is anyone here aware of a dataset that lists the curricula used by all if the Michigan public schools? Thanks for any help you can give me.",not_spam "Does anyone know where I can get daily WoW price data from 2004 to today? I could scrape it, but I would need to know where to scrape it from. Thanks, hosses.",not_spam "Hello. I was wondering if there are any datasets that have product photos. [Here is an example of what I mean by product photos.] (http://prntscr.com/nelc7l) The example does include some ""homemade""/amateur photos, but it is not a requirement for the dataset. I wanted to use these photos to train a model to group the same products together based on the images. I started off by just going through and saving these images but I realized pretty soon that it would take a very long time to get the amount I want (around 25-50 per item ""group""). I also did not want to create a crawler because it would be a lot of requests and could cause some issues for me with these sites.",not_spam "This seemed useful to a few people in various comments already, so I thought I would post it directly in the /r/datasets http://fcon_1000.projects.nitrc.org/fcpClassic/FcpTable.html",not_spam "Doing a project on happiness. Looking for datasets in regards to time consumed watching tv and cell phone usage, but also looking at for data on job happiness for individual occupations.",not_spam "Is there any website i can use that offers an api or something to extract the data? I found many sites that shows demographic data per census tract but there no way to extract the data. I'm looking at all the censustract in all the counties in NYC and a few other counties in NY. I tried many census websites but I cant find the data I want. My data should look something like (main columns being the geoid or a combination of county name and the census tract so i can pin point where the tract is): &#x200B; |geoid|census tract Name|Population in census tract|percent of people under 18 years old| |:-|:-|:-|:-| |360610092001003|Census Tract 92|3000|20%|",not_spam "I just need a dataset of simple geometric shapes like triangle, rectangle, pentagon, star, cross etc. but i need it filled with any color datasets i found recently is fully black colored shapes can you help me about it please",not_spam "I'm looking for a dataset that contains tech related blogs and news articles that are tagged. For example these could be articles related to compilers, programming languages, mobile, web, crypto, security, etc... Does anyone know of such dataset?",not_spam " I was wondering if anyone knew of any data about the upward trend in Asian American hate crime? I'm trying to visualize and analyze it to show the impact it's having besides a simple ""it's up 150%"". Thanks !",not_spam "I would prefer a database where they categorize by sex, age, and maybe tone (low or high voice). ",not_spam "I am currently looking for data about smartphone prices. I don't need for it to be from somewhere in particular, it could be from anywhere while mantaining the ""distance"" between prices. Actually, any dataset with information of cellphones could be of use here. So if you happen to know any, please share. Thanks!",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome.",not_spam "Hello friends, I need help. I am currently using Europeam Values Study data set (2017) and i did crosstab for two variables - country code and political party support. The problem is that i have been given all the countries and all the political parties. I would like to sort varibles in a way that i see only a specific country and the support for the political parties only in that country. Thank you im advance",not_spam "Hi, I'm really interested in the economic impacts that the legalization of marijuana could have on US states that have yet to fully legalize. I think I'm going to need a few different datasets to fully research this topic. I'm interested in anything from arrests (misdemeanors or felonies) related to marijuana to the number of estimated users per state/country wide, I understand this data might be hard to come by as most of this will be self-reported. I'm also interested in attempting to project tax-revenue that could be generated as well as what industries would hurt/benefit from legalization; I'm assuming most of this data might come from Colorado if it is reported at all. Datasets on alcohol/tobacco tax could help as well. Really any kind of datasets you guys could throw my way would help as the datasets I have currently aren't very detailed. Any information or datasets on CBD and CBD clinical trials would also help. Thanks to anybody who hits me with a link, I know I'm asking for a lot.",not_spam "I'm in the initial stages of trying to work on a startup and my team and I are looking to just collect some initial data based on youtube watch category usage. Requirements are: you have a google acc linked to your youtube acc with likes, watch laters, etc. Right now we've (poorly) manually created some personality archetypes (wtf is clubber/basic anyways???) but our plan is to cluster the data to provide more insightful information. If you guys can help out, maybe OP will deliver... http://youtubeprofile.herokuapp.com/",not_spam "Hi, does anybody here know if there is a dataset which has data about natural disasters such as earthquake, flood, storms etc and their impact on various sectors like finance, agriculture, education of developing countries.Thanks.",not_spam "I am looking for a very large collection ( > 10 GB) of biomedical text documents to run some unsupervised experiments with (for recognizing drug names, etc). Do we have access to such a thing for free? Or is it legal to crawl pubmed and use the crawled dataset for research experiments (no idea about how the licensing/copyright is at pubmed )? ",not_spam "I have a class project and my group is trying to find ways to reduce the number of returns for online orders. I'm running the survey for another day, and want to try and get another 50 takers or so. After I finish the project In about a week I'll post the raw data set that I acquire in a spreadsheet form. If you have about 3-5 minutes, heres [the survey](https://docs.google.com/forms/d/1OXcGgaN8PURHSqAEjrpNF48Ps1vXa0h65-bzc8yJ0bg/viewform?usp=send_form).",not_spam "I was wondering if anyone knew of any interested data sets I can use, there needs to be at least 1000 records with at least one numeric field I can use for prediction and one string field that can be used for classification. ",not_spam "Hello. I've decided to share a part of the data that I've been scraping, cleaning and integrating for my football betting and analytics. This should be very interesting for every sports analytics enthusiast. [https://www.kaggle.com/secareanualin/football-events](https://www.kaggle.com/secareanualin/football-events)",not_spam "Hi r/datasets, I just published a blog post on how to publish open data using Dolt and DoltHub, tools we built. Dolt is git crossed with a SQL database. The blog uses ImageNet and WordNet as an example. In the end, you have your own copy of ImageNet and WordNet is SQL form. Check it out and we'd love to host your data projects! [https://www.dolthub.com/blog/2020-04-10-dolt-dolthub-become-publisher/](https://www.dolthub.com/blog/2020-04-10-dolt-dolthub-become-publisher/) If you just want to clone the dataset, you can do that here: [https://www.dolthub.com/repositories/Liquidata/image-net](https://www.dolthub.com/repositories/Liquidata/image-net)",not_spam "I've got Northern Ireland's 2011 census data. There are 45 CSVs containing data for roughly 4500 small areas that cover the region. The data is what I would consider crosstab format. [Here](https://imgur.com/a/dIop4) are two examples of how of the CSVs are formatted. Also note that in addition to the raw count column there is also a percent column for each variable. I'm interested in mapping this data, particularly to see relationships between religious identification and other demographic characteristics. I have a shapefile and have been able to load some of this into Tableau successfully but I'm really not sure how to proceed. I feel like the most obvious, simplest solution would just be to join all of this together by area ID but I don't know if that's appropriate. I have the nagging suspicion that this data needs to be taller and shouldn't be in crosstab format but I have no idea how to restructure something with so many variables. It gets dizzyingly complex. Any tips? I know a little R so if that would be a help I can dig in there. Edit: replaced links with screenshots",not_spam "Hello, I want to build a classification algorithm for my machine learning class so i need to find a (nonpopular) dataset that is somewhat contaminated so i can apply data preperation methods as the assignment requires. Do you guys have anything that you can recommend to me ? Thanks in advance. PS. There are datasets that i am not allowed to use you can see them below. Please DO NOT use these datasets in your projects! [http://archive.ics.uci.edu/ml/datasets/Concrete+Compressive+Strength](http://archive.ics.uci.edu/ml/datasets/Concrete+Compressive+Strength) [http://yann.lecun.com/exdb/mnist/](http://yann.lecun.com/exdb/mnist/) [https://archive.ics.uci.edu/ml/datasets/bank+marketing](https://archive.ics.uci.edu/ml/datasets/bank+marketing) [https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+%28Diagnostic%29](https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+%28Diagnostic%29) [https://archive.ics.uci.edu/ml/datasets/car+evaluation](https://archive.ics.uci.edu/ml/datasets/car+evaluation) [https://archive.ics.uci.edu/ml/datasets/census+income](https://archive.ics.uci.edu/ml/datasets/census+income) [https://archive.ics.uci.edu/ml/datasets/Covertype](https://archive.ics.uci.edu/ml/datasets/Covertype) [https://archive.ics.uci.edu/ml/datasets/Mushroom](https://archive.ics.uci.edu/ml/datasets/Mushroom) [https://archive.ics.uci.edu/ml/datasets/Online+News+Popularity](https://archive.ics.uci.edu/ml/datasets/Online+News+Popularity)) [https://archive.ics.uci.edu/ml/datasets/Online+Shoppers+Purchasing+Intention+Dataset](https://archive.ics.uci.edu/ml/datasets/Online+Shoppers+Purchasing+Intention+Dataset) [https://data.world/exercises/logistic-regression-exercise-1/workspace/file?filename=nba\_logreg.csv](https://data.world/exercises/logistic-regression-exercise-1/workspace/file?filename=nba_logreg.csv) [https://github.com/nrkfeller/machinelearningnotes/blob/master/breast-cancer-wisconsin.data.txt](https://github.com/nrkfeller/machinelearningnotes/blob/master/breast-cancer-wisconsin.data.txt) [https://github.com/ozgurshn/TurkishBanknoteDataset](https://github.com/ozgurshn/TurkishBanknoteDataset) [https://github.com/stedy/Machine-Learning-with-R-datasets/blob/master/whitewines.csv](https://github.com/stedy/Machine-Learning-with-R-datasets/blob/master/whitewines.csv) [https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/diabetes.csv](https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/diabetes.csv) [https://kaggle.com/harlfoxem/housesalesprediction](https://kaggle.com/harlfoxem/housesalesprediction) [https://www.kaggle.com/chirin/africa-economic-banking-and-systemic-crisis-data](https://www.kaggle.com/chirin/africa-economic-banking-and-systemic-crisis-data) [https://www.kaggle.com/datasnaek/league-of-legends](https://www.kaggle.com/datasnaek/league-of-legends) [https://www.kaggle.com/dronio/SolarEnergy](https://www.kaggle.com/dronio/SolarEnergy) [https://www.kaggle.com/geomack/spotifyclassification](https://www.kaggle.com/geomack/spotifyclassification) [https://www.kaggle.com/heesoo37/120-years-of-olympic-history-athletes-and-results#athlete\_events.csv](https://www.kaggle.com/heesoo37/120-years-of-olympic-history-athletes-and-results#athlete_events.csv) [https://www.kaggle.com/jsphyg/weather-dataset-rattle-package](https://www.kaggle.com/jsphyg/weather-dataset-rattle-package) [https://www.kaggle.com/keplersmachines/kepler-labelled-time-series-data](https://www.kaggle.com/keplersmachines/kepler-labelled-time-series-data) [https://www.kaggle.com/marcelotc/german-credit-risk](https://www.kaggle.com/marcelotc/german-credit-risk) [https://www.kaggle.com/mlg-ulb/creditcardfraud](https://www.kaggle.com/mlg-ulb/creditcardfraud) [https://www.kaggle.com/primaryobjects/voicegender](https://www.kaggle.com/primaryobjects/voicegender) [https://www.kaggle.com/shivam2503/diamonds](https://www.kaggle.com/shivam2503/diamonds) [https://www.kaggle.com/shrutimechlearn/churn-modelling](https://www.kaggle.com/shrutimechlearn/churn-modelling) [https://www.kaggle.com/spscientist/students-performance-in-exams](https://www.kaggle.com/spscientist/students-performance-in-exams) [https://www.kaggle.com/tmdb/tmdb-movie-metadata#tmdb\_5000\_movies.csv](https://www.kaggle.com/tmdb/tmdb-movie-metadata#tmdb_5000_movies.csv)",not_spam "Anyone have or know of a way to get all members of congress, both house and senate, and their contact information including home and office address? Working on a campaign and looking to do a mass mailing.",not_spam "Hello. I hope you are well. I am trying to look for water wells and borehole datasets found in the African countries that contain the boreholes/wells yield and depth. Any ideas as to where I could find them? Thanks in advance.",not_spam I am working on a research project on the effectiveness of the Commercial Space Launch Competitiveness Act of 2015 and I would like to see if the number of startups and foreign payloads launched by US companies increased after the act was passed into law. If anyone knows where I can find this information or could direct me to where it likely could be found it would be much appreciated.,not_spam "Does this exist? It's basically census level, right? Any obesity data (or bodyfat or BMI data) would be really interesting. Thanks for any help!",not_spam Does anyone know of any free decent sized datasets that contain user messages from reddit or twitch? I want to create a bot with a machine learning backend that is trained based on those posts to communicate like a redditor or the overall chat from twitch.,not_spam "I want to be able to look at my health insurance claims and see how they compare to other areas in the U.S. I'm sure I'm not the only one. But when I see a claim, I see that my insurance company paid $X for XYZ procedure. I am often curious how does that cost compare to the national average or in other states. Thanks.",not_spam Basically what it says in the title.,not_spam "Hi, Anybody have tip for some binary datasets? Something similar to https://archive.ics.uci.edu/ml/datasets/zoo Thanks",not_spam "Amazon has about 50 public datasets available through their Web Services (link in comments). Has anyone used these? The documentation talks about accessing them through AWS, does anyone know if its possible to download them once I have the set on EC2?",not_spam That measure search volume or trends over the web?,not_spam "I am trying to decide if it is worthwhile collecting a dataset? I am a developer who can (legally) collect users sites visited, amount of time on site, sex, age, location ( & timezone), and sites categorized into approx. 80 different categories (such as automotive, online shopping, porn, etc). I estimate it would be between 5,000 - 20,000 unique users at peak per month. (It could grow, but it would cost me more money). I myself am not a data scientist, so I personally have no use for the data (although my application does for non-commercial use, hence it is collected but not necessarily stored). However, running servers for API calls, database storage and the management of it takes time and money. Ideally I would love to be able to find a buyer for the anonymous data to continue to pay for the service I offer (which is free). Is it really worth saving users browsing data these days?",not_spam " hello all! i am currently doing an analysis of the data is beautiful subreddit over at r/dataisbeautiful for my BA of Media and was hoping to access some sort of dataset about it i was looking to see if anyone had crawled the subreddit before, or is willing to do it, to gather various data about the community &#x200B; i was hoping for some data about how many people post in a certain time frame and the engagement of posts, or just any data that could be useful for analysing the way that people interact in the subreddit &#x200B; this would be extremely useful, thank you!",not_spam "Hi everyone, I'm new here, so here it goes. I'm interested in trying to investigate the relationship between C-sections and obesity (see this study https://www.ncbi.nlm.nih.gov/pubmed/29026883?otool=nynyumlib&myncbishare=nynyumlib) I'm looking for dataset(s) that include a population's C-section birth rate data according to U.S. geography. I'd like to see if there are any correlations with a population's obesity rates and see if and how the relationships vary with U.S. geography. I tried poking around the CDC website for C-section and obesity data but was not really able to make heads or tails of how to find and extract what I want. Thank you in advance for your help!",not_spam "I have gathered the title, post body, and flair of 965 posts to /r/datasets. It's in a JSON array of objects with 'flair', 'title', and 'body' elements. You can find the data [here](https://raw.githubusercontent.com/tornato7/reddit-flairer/master/classify/example_data/r_datasets_flair.json). This is part of a project of mine to make a program that will automatically flair posts for subreddits. I may try to implement it into this subreddit when it reaches a workable stage (and if my fellow mods agree to it). But you should also be able to use this data to train a classifier that predicts what we'll flair a post! And if you have something cool feel free to post your code here or make a pull request. [Here's](https://github.com/tornato7/reddit-flairer/blob/master/classify/text_classifier_2.py) an example python / sklearn program to get started classifying the data. ",not_spam "I am currently teaching a course in data analytics for cybersecurity, which I've sort of been pitch-forked into, as it's not my area of expertise at all (I do mathematics, mainly). However, I'm enjoying reading as much as I can, and learning as fast I can. But I'm having great difficulty finding datasets for the students. What I'm after is a dataset that's not too big, say, less than 2Mb (all of us are learning remotely, and some of my students have slow connections), which can be used to explore either supervised or unsupervised machine learning, AND which are cybersecurity related. I've had a hunt on kaggle, but have yet to find any datasets which seem right for my purposes. So I'm asking in the hope that somebody here wiser than me will have had - and hopefully solved - this issue before. Thank you!",not_spam "Is it possible to find rent information in these periods by census tract or something? I am really struggling using the Census data website :( Any advice on how to navigate? &#x200B; Thanks so much <3",not_spam "I'm working on a competitive project, about Rice diseases detector by using images. I have checked through popular dataset like Plantvillage, Imagenet,... and I couldn't find any image about rice and its diseases. It's there any place I can find the dataset? Thank you.",not_spam "I need a dataset with some basic info as follows : Age Height Weight Any health issues? Any Disease Allergies Excercise Smokes/Drinks/Both The datasets I have gone through so far are targetted to a particular condition and only partially cover these Please suggest",not_spam "Hello! I'm looking to find a dataset that shows what percentage of demographics voted towards either major US political party in the past election. I've seen something that looks like [this](https://www.statista.com/statistics/1184426/presidential-election-exit-polls-share-votes-age-us/#statisticContainer), but I was wondering if there was something free that was put up by an official govt source. If anyone found something like this, please share! I'd really appreciate it :) Thanks!",not_spam "Hello r/datasets, I am currently working on a software solution for a new piece of hardware and have stumbled upon an issue with the data we have. I am looking for ""clean"" images of human iris'. When you search google for any manner of [human iris pictures](https://www.google.com/search?q=human+iris+macro&safe=off&hl=en&source=lnms&tbm=isch&sa=X&ved=0ahUKEwjqqemRqaHiAhW7HzQIHSHkCjgQ_AUIDigB&biw=1396&bih=656), you get 99% with one or both of the aberrations that come with photographing something like this. 1) Light reflection 2) Eyelash reflection or background reflection. &#x200B; Does anyone know if there is a dataset of clean iris', ideally just the iris (the full iris, not portions of it) and not the entire eye with not aberrations? I am looking[for something like this](https://www.eyesight-foto.de/en/eyesight-iris-foto-galerie-2017/), but they only have several on their site. One of my colleagues suggested talking to an iridologist that [takes pictures like this](https://www.google.com/search?q=iridology+iris+pictures&safe=off&rlz=1C1CHBF_enUS721US721&tbm=isch&source=lnt&tbs=isz:lt,islt:10mp&sa=X&ved=0ahUKEwjXzfzVqKHiAhURpJ4KHT1ZAnwQpwUIIQ&biw=1396&bih=656&dpr=2.75). This is getting closer, but there are still aberrations in some of them. I did contact a few of them and they said they can't release without patient permission, or won't release at all even with permission because it is really 'weird'. I don't blame them one bit, it is pretty random. I asked an optometrist too just as a long shot and she was pretty confused as to where to even start, but ended by saying she really couldn't help. Additionally, there are different types of photography that can be used to image an iris, so this dataset can be in regular images, infrared, or scattered-light photography. Any/all suggestions welcome. Thank you!",not_spam "Hello! I was looking for point clouds datasets of rooms. I looked at NYU Depth V2 and V1 and they were basically the dataset I needed, but they are in depth map format, and I was wondering if anyone knows of a similar dataset but in point cloud format.",not_spam "Does anyone know if there exists a dataset with all Billboard Hot 100 entries (in mp3 format), or a working way to automatically construct it? ",not_spam " I want to achieve the following process &#x200B; [process](https://preview.redd.it/6g4pcieubmx51.png?width=720&format=png&auto=webp&s=6788fa2d657d30273729caa5a9d0e96bd269d4cd) so in this image as u can see a website screen shot in fed in and it is normalized, color coded i suppose and than according to those colors custom hand drawn images are imposed unto them and somewhat converted into hand drawn mockup which I want to achieve. what i wanna ask is what should be correct approach to do this, what frameworks or libraries i should use. if someone can suggest python packages that would be huge help but others languages are also fine.I have to create a huge dataset with thousand of websites screenshots which will go under this process.",not_spam "Hi, I need this data with information about this individuas medical-psychological history, accidents with their guns and etc. I didn't handle to find it somewhere, so maybe you can help with this? Thanks in advance.",not_spam "I recently saw a collection of the cases of workplace deaths (US). I really want to use this data for university arts project. I can't find it, despite definitely discovering it on Reddit. A quick google search returns data sets *about* workplace deaths in the US from the Bureau of Labor Statistics, but this is not what I'm looking for. I'm looking for a list of *the individual cases*. If anyone has come across a data set like this or could point me in the right direction, that would be amazing. ",not_spam "Does anyone know of a database of highlighted texts? I'm not looking only for the highlighted excerpts, but the whole content in addition to the often highlighted parts. I'm looking for any type of text that has been highlighted. The most common type would be entire books, but I'm not restricted to those. For example, when I read something on my Kindle it shows me that a certain passage has been highlighted x number of times. Any resources or directions of where to find such database is very welcomed!",not_spam "Hello reddit world. I am a doctoral student at a research institution looking for a publicly available dataset. The desired parameters for said dataset is one that has services use outcomes (e.g., mental health treatment, medical treatment, informal treatment, etc) among a population of individuals living with a serious mental illness. I have looked through ICPSR, SAMHSA and other sites to locate a desirable dataset but no luck...so far. The CPES dataset is of no use to me, since there are too many respondents missing in the services use domain. Do you have any suggestions of an appropriate dataset?",not_spam "I'm taking my first course in data mining in Uni, and my professor sends to be going for a sink or swim approach. This is the only data mining class offered and the second week he wants a research proposal for a project. I have no doubt that I can write the code, my problem is A: I don't have enough of a foundation in the subject to produce a novel idea and B: he didn't even suggest any data sets we could look at. I've done some searching on my own, and I'm thinking of doing something with the HDD reliability data posted to the sub, or something about indirectly related Wikipedia pages by using the page visits from a wiki data set. But I don't know if these are weak, and I'm concerned my professor is more apt to dick wave about his own research than help mine. Any advice?",not_spam "Hey guys, I need help finding monthly income levels for the city of Sacramento for a research paper for my econometrics class. Iโ€™ve been having troubles finding this data even though it seems like a data set that should be easily available. Any guidance would be appreciated",not_spam "I am looking for a health survey of India on a individual granularity. The key parameters I am looking for are gender, location, job, age and health conditions. I haven't been able to find any good surveys for free which are recorded on an individual granularity. I'll be using the data to synthesise a much larger dataset by calculating its distribution. I need it it run covid simulations. I size of 10000+ would work, but larger the better. It'll be huge help if any of you know about such a dataset, and can share the resource here. Thank you!",not_spam Found this [Steam Store Games dataset](https://www.kaggle.com/nikdavis/steam-store-games) when I was looking for data to create [THIS GAME DOES NOT EXIST](https://thisgamedoesnotexist.jsonchin.com/). Thought it was great to work with and contains pretty much any data related to video games you'd need.,not_spam "I am looking for flight data for a few specific US/UK islands. I would prefer both historic and newly generated & price. I want to track traffic in/out of these locations. Thus, an observation would be a single flight, air company, timestamp, price of ticket, location in, location out, ect. I think my best bet for historic prices would be some API feed, but I saw that Google recently shut down their QPX Express API and don't know of any alternatives. My other thought was to scrape the data. However, in this case I can only scrape data moving forward, I have to specify the location out of, location into, and specify dates -- presumably, there would then be assumed variability in price from differing locations, and being computationally more heavy having to query multiple dates each day the script ran. Additionally, I assume that prices may naturally increase as the script would then frequently be visiting a site. Any input of options to look at or best practices other people have used is greatly appreciated!",not_spam "I need some data for a data modeling class, and I'd like to explore the relationship between the average response time of a web page and the number of visitors to the page. The dataset would need to list the response time and number of visitors for a given web page over a range of time. Is there anywhere I can find this or any specific search terms I can enter on the major free databases? Thanks--",not_spam " I am in a data analytics class and have been given a project to make up a business, use a data set to demonstrate the crisp-dm process. The problem is my teacher is not a good teacher and hasnโ€™t given us any recourses. Every data set I have found doesnโ€™t transfer into rapid miner in a way that I can manipulate it and I feel very lost. I hope itโ€™s okay to post this here. I am basically looking for any data set that I can work on in rapid miner that is simple enough (this is my first time using the program), and Iโ€™m going to make up a business depending on what data set I have. Any help is very appreciated Please let me know if there is more information you need that would be helpful, like I said Iโ€™m very very new to this",not_spam Would like any suggestions on appropriate data sets or real-world problems that can be solved by analysing bit data sets. I would love to hear people's ideas. I am about to get a proposal ready for my final year masters project and wold love to hear what you guys have analyzed and came across,not_spam "From the [FAQ](http://openflights.org/faq): **What is OpenFlights?** In a nutshell, it's a tool that lets you map your flights around the world, search and filter them in all sorts of interesting ways, calculate statistics automatically, and share the resulting maps with friends and the world. You can also check airport route maps for nearly every airport in the world and find out what airlines fly where. **What can I do with OpenFlights?** Quite a few things: * Track exactly how far you've flown and how much time you've spent sitting on a plane. (Quite a few of our members have been to the Moon and back, but nobody has yet reached Mars.) * See at a glance where you've been and where you're going. Rapidly search your flight history: now when did I go to the Bahamas, and on what airline? * Share your flights and trips with friends. * Check where you can fly to from any airport, or any pair of airports. * Check where you can fly to with any airline. * Coordinate flights for conferences and other events. * View your flights in gorgeous 3D with Google Earth and other visualization apps. (Learn more) **Why is OpenFlights better than other similar services?** Well, as far as we know there actually isn't anything quite like OpenFlights out there, but here are some things that separate us from the putative competition: * OpenFlights has a dynamic map. You can pan, zoom, select, scroll and explore all you like! * OpenFlights is user-friendly and efficient. Everything's on the same page! * OpenFlights makes searching really easy. Point and click! * OpenFlights has a powerful filter. Three clicks, and your map will show only Singapore Airlines flights in business class in 2007. * OpenFlights works in realtime. Make any change, and you'll see it right then and there. * OpenFlights supports ""trips"" You can join up any flights together into a trip, which you can then display on its own page and even share with friends. * OpenFlights is free in spirit. We don't try to lock you in: it's easy to import your data and export copies for safekeeping. * OpenFlights is free software. All our source code is licensed under the GNU Affero General Public License and can be downloaded from GitHub, so you can set up your own copy or just use the bits you like. Airport, airline and route data is freely available as well. * OpenFlights can be used anywhere. No need to install any programs, synchronize data or take care of backups, just point your browser to the site. ",not_spam "Looking for a data set of preferably American cars with their headlights in different states of on, off, running lights, broken etc. thanks for any leads!",not_spam Loan credit with maturity data,not_spam "Hi! I'm new in reddit, I came here looking for a specific dataset because a lot of people had asked something similar, but anyone specifically what im looking for. I you could help me i'd be very grateful. See, i'm looking for a dataset wich contains sexual content in text. I'm looking for it with the goal to train a system to detect it automatically. Just a proyect, But i've been unabke to find it in text. I don't know if I expained myself quite good as I like but anyone, thank you very much for your time!!",not_spam "I'm looking for specific averages per country by year. Like annual precipitation, average max temperature, average mean temperature. Is there a database that divides this info by countries and years?",not_spam I'm trying to download all of wikidata for a project and was wondering if there was a way to download it besides this webpage : [https://www.wikidata.org/wiki/Wikidata:Database\_download](https://www.wikidata.org/wiki/Wikidata:Database_download) . I have a flaky internet connection and it would seem that the connection crashes after a bit. A torrent or something would be helpful.,not_spam "The Drake equation is basically an equation that predicts how many intelligent civilizations are possible in a given galaxy based on several parameters. I'm looking for a large dataset that has (not necessarily limited to) these variables about a bunch of galaxies, or at least variables that can let me calculate them. Here are the variables I'm looking for: * Rโˆ— = the average rate of star formation in our galaxy * fp = the fraction of those stars that have planets * ne = the average number of planets that can potentially support life per star that has planets * fl = the fraction of planets that could support life that actually develop life at some point * fi = the fraction of planets with life that actually go on to develop intelligent life (civilizations) * fc = the fraction of civilizations that develop a technology that releases detectable signs of their existence into space * L = the length of time for which such civilizations release detectable signals into space[5][6] EDIT: Doesn't have to be one dataset, could be a few, just need a large collection of a few of these variables at least!",not_spam The only datasets I found on here were from the July set. I think the SBA has released new information since then. Does anyone have it?,not_spam "Hi, are there any sea shanty lyrics datasets? To be used for sentiment analysis TIA",not_spam "There used to be a game called Quizup, in that quizzes were categorised according to tv shows, movies, songs, sports,etc. Moreover, each category was further categorised. Eg - U select shows, then you could select which show you want. Does anyone have that kind of dataset?",not_spam "[https://www.youtube.com/watch?v=lWllJI3XTKE](https://www.youtube.com/watch?v=lWllJI3XTKE) &#x200B; I'm currently doing a research project in school lab. I have made the time-lapse video of Toronto traffic in 25 different streets, using the dataset from Open Data in Toronto. Do you have any cool project idea to further use this dataset? Personally, I am very interested in exploring machine learning with this dataset here, but I haven't set any clear idea yet!",not_spam "hello, I am a computer engineer and for one of my projects is AI detection for crime scene evidence analysis and for me to do that I need a photo or video datasets of crime scenes. I tried searching everywhere I can't find any database of crime scene photos. does anybody know of anywhere I can find some photos or IT forensic competitions that have such datasets? I need it urgently please help. A professor suggested using Kaggle however I could not find anything (Plus I am not sure how I can use it). the dataset does not even have to be real I just need anything to start working on my project. thanks",not_spam "I have been searching around through Google and canโ€™t seem to find any good tools for end-users to assist them with converting existing data formats to a more open standard. Moving spreadsheets to a CSV format is easy, but what about converting MS Word documents to a functional, and clean, XML format? MS Word can save into an XML format, but it is not clean. Can anyone recommend tools/applications that would be easily usable by end-users that would allow them to either format MS Word into usable XML or plain text to XML? We are trying to get some traction on the Open Data movement but the largest obstacle we are facing is from day-to-day users. An easy-to-use tool/application to help them put their data into a semantic format for Open Data would really help break that barrier. They must exist but I am just not finding them. ",not_spam looking for data on sales figures on Halloween spending in the US. I want to forecast what it would look like prior to covid.,not_spam "I am conducting a study on user satisfaction and affects that current matchmaking systems have on player performance and experience. Anyone who plays online video games are welcome to fill this out. It will help with future understanding of what consumers want from a balanced matchmaking system that allows for casual and competitive play. [https://forms.gle/VeJVRxbMyeGDxrWHA](https://forms.gle/VeJVRxbMyeGDxrWHA)",not_spam "Im new to this machine learning and dataset stuff, so please bear with me haha. I want to filter out the color responses from the [Moodo Dataset](http://mood.musiclab.si/index.php/en/dataset) The public dataset includes 200 audio clips and 37 responses per clip and I only need the color responses per audio clip. Is there any way I can filter out the .xml file and get the audio and color response only? example: audio #1 : [ color responses ] audio #2 : [ color responses ]",not_spam "Hi All, I'm looking to find a readmissions data set that happens to include patients' preferred language (or only spoken language). I'm basically trying to tag people as English language learners or non-English speakers. Must be US data.",not_spam "Hi guys, I run a site for a university department and am planning to provide a database of companies for the students. There will be approximately 200 companies in the list and I'd like to automate as much of the data-gathering as possible. I'll use this data to build a profile page for each company and allow searching against each criteria. My current plan is to use multiple APIs to load information such as: * Brief description, logo * Industry, no. of employees, office locations * Revenue, profit, graph of share price I'm thinking of using these APIs: * WolframAlpha * Wikipedia * Yahoo Finance Has anyone worked on something similar before? Are there any more comprehensive datasets/APIs I can look at to avoid implementing multiple ones? Thanks",not_spam "I am curious which of the world's professions donate the most to charity. Wall Street Bankers, Doctors, Lawyers, Actors, Programmers, etc. If there is a way to omit the big outliers like Bill Gates, etc. that would be the best. I always see actors helping people out for charity, but it makes sense because they are in the public eye, but there are plenty of people making the same amount of cash as them and doing different things to earn their money. Which is putting in the most to help people? You are all amazing, I love you.",not_spam How's it going guys! I was given a dataset for a class I am taking and I am a little lost since this is my first time dealing with data. I would greatly appreciate it if someone could point me in the right direction. please shoot me a PM,not_spam " Hi all, I'm trying to find a data set for a graduation project that includes physical activity or nutrition plans recommendations according to users according to their personal information like sex, weight, height, pregnant or not, etc.., or just according to bmi will be fine too, if anyone can help my with that I would be really thankful",not_spam "Now we'll take the almighty fan brush. I'll go over the colors one more time that we use: Titanium white, Thalo green, Prussian blue, Van Dyke brown, Alizarin crimson, Sap green, Cad yellow, and Permanent red. That's the way I look when I get home late; black and blue. I'm going to mix up a little color. Weโ€™ll use Van Dyke Brown, Permanent Red, and a little bit of Prussian Blue. All kinds of happy little splashes. If there's two big trees invariably sooner or later there's gonna be a little tree. Life is too short to be alone, too precious. Share it with a friend. Everyone wants to enjoy the good parts - but you have to build the framework first. If it's not what you want - stop and change it. Don't just keep going and expect it will get better.",not_spam "Apple has released its own mobility trends data from Apple Maps that can be downloaded as CSV. Updated daily [https://www.apple.com/covid19/mobility](https://www.apple.com/covid19/mobility)",not_spam "Just like SQUAD2.0 dataset I am looking for a dataset that has product review and selected text from the review that describes about the product. For example: |Text|selected\_text| |:-|:-| |The car is made up of plastic and the logo written is hotcart wheels, this is not a hot wheels|made up of plastic; logo written is hotcart wheels; this is not a hot wheels| Note: I am not looking for **text summarization dataset** like a review is given and what it actually means, please don't get confused with this.",not_spam "Hi, I'm trying to build a citation network analysis over different research fields, especially within the social sciences. I have tried using the Scopus API, crossref and so on, but it takes a while scraping such huge areas. Do anybody know of a place where I can get it already? Would really appreciate it!",not_spam Hey! I'm looking for someone with a crunchbase pro account that could help me extract data in a csv file. Thank You!,not_spam I'm looking for any datasets that contain information about how invasive species effect numerous terrains throughout the world. Preferably I want the dataset to to contain infomation about the loss/gain of the terrain's resources and/or native animal populations. Thanks.,not_spam "Hi /r/datasets! I'm doing a project centered around NFL salary data, but I'm having an extremely difficult time in finding easily accessible data on historical salaries. I'm not even talking about like salaries from 1986. I just need information going back to like, 2010. [This is basically what I'm looking for, but for previous years](https://www.pro-football-reference.com/players/salary.htm). Pro Football Reference does not appear to have previous years. Spotrac has good data, but it doesn't seem to break it out yearlyin an easily digestable manner. If in fact it does and I'm missing something, let me know. Over The Cap also doesn't appear to have much historically, even recent history. Does anyone know of any datasets out there which could help me out? R Packages? I'm open to anything.",not_spam "I've searched for straight three hours now, but how can I use this dataset, because it's content is a file with no ending. I can't seem to find anything how to load that into Pytorch. Any help would be greatly appreciated, because I seem too stupid to figure it out! Datset: https://commonvoice.mozilla.org/",not_spam Are there any publicly available sense tagged (senses from Wordnet) datasets other than Semcor?,not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome.",not_spam "I'm looking for a ranking of the companies that buy/consume the largest amount of energy. All my Google searches end up in rankings of companies that buy renewable energy. I can't find anything about which companies are the largest buyer of ""regular"" energy. Any ideas where I could find information about that?",not_spam is there a public data set of images of different types of trees?,not_spam "For instance, I need xfish_1.png, xfish_2.png, and xfish_3.png to be grouped and yfish_1.png, yfish_1.png, and yfish_1.png to be grouped. How should I go about this so I don't have to sort 3,000 different images?",not_spam "Hi, i'm loooking for large datasets (million sentences) with clear pararaphs/documents structures Wikipedia is good domain is a bit specific. I tried Ubmc but there is no clear distinctions between documents. Any idea ?Thanks !",not_spam I am unable to find any public datasets for Software Defined Network traffic. Can anyone point me towards a resource/publicly available dataset for that?,not_spam "Hi, I'm looking for global duty free and travel retail sales data. I found on statista but don't have premium account.",not_spam "[SECDatabase.com](https://SECDatabase.com) is proudly to share its internal SEC XBRL Financial Statement dataset with the community on a regular basis. The documentation can be found here: [https://github.com/secdatabase/SEC-XBRL-Financial-Statement-Dataset](https://github.com/secdatabase/SEC-XBRL-Financial-Statement-Dataset) **FAQ:** **Q**: What is the data format? **A**: It is in Parquet format, and optimized for AWS Athena and Redshift Spectrum **Q**: How is this dataset different from [dataset](https://console.cloud.google.com/marketplace/details/sec-public-data-bq/sec-public-dataset) hosted on Google Cloud Platform **A**: The dataset on Google Bigquery is based on Dataset published by SEC (See next question), and is stale - the latest filing data is as of June 2018. **Q**: How the dataset is different from dataset on SEC website **A**: This dataset has numerous improvements over the dataset on SEC website such as: 1. Text and notes data are in full-length without truncation. The dataset published by SEC trimed footnote to 512 chars, and string value to 2048 chars only. 2. Report segment information are added to the data points directly. 3. Include the start\_date and end\_date for each data point to reflect the period more accurately. 4. Eliminated the needs to understand the convoluted XBRL convention as much as possible, so that Data Scientist can focus on the data itself to derived the value. 5. Support the tracing of the data point back to its original filing and specific section. 6. Support the tracing of data point revision. **Q**: Do I need to download the data to query the dataset? **A**: No, you can use the Athena or Redshift Spectrum in your AWS to query the data directly. **Q**: What is the coverage of the data? **A**: As of August 31, 2019, the dataset covers: 1. All XBRL filings since 2009. 2. 12.6k companies. 3. 239.7k annual and quarterly reports. 4. 192.5 million data points. 5. 20GB+ compressed in Parquet. More questions? Please let us know.",not_spam "I am looking for datasets that contain informations/marks on each students' academic, sports and other individual skills.",not_spam Iโ€™m doing a project in school regarding clustering categorical data (using rock algorithm) and Iโ€™ve been searching all day for datasets similar to Mushrooms (https://archive.ics.uci.edu/ml/datasets/mushroom) with no results. Thanks in advance!,not_spam "I'd like daily, monthly, or yearly data on Reddit usage by location. Location could be country, state, county, or anything else and does not have to be exhaustive in any of those levels. Essentially a time-series-cross-sectional dataset on Reddit usage. Usage could be measured in posts, visits, unique visitors, registered users, or by another similar metric. Does anybody know who to ask for this type of historical data? Or has anybody seen something like this before?",not_spam "How does someone quire info on a particular companies sales for particular items they sell? Example: How many work gloves are sold by mechanix (a glove company) annually? I know this is an odd thing to ask but i cant seem to find this information on the internet for some reason but i know reddit has more research skillzz than i ever will. Anyway here is a bit of my back story which explains why i need this info, if anyone cares. I'm a 23 year old kid from NH who was presented with an idea for a new product a few years back by a friend. I honestly believe this product has a lot of potential so I proposed we create a company based around this product and file a provisional patent. Fast forward to now we have successfully created and an LLC and still hold the provisional patent rights to the product, i know it took a little while but we did it right and have only invested a few grand so far. I am currently in contact with multiple companies that are providing me quotes for design as well as manufacturing costs. One thing these companies need from me is a ROM or Rough Order Magnitude(at least the most accurate one i can come up with anyway). This now brings me to my current dilemma, i know the questions i need answered but dont know if these answers are available to the public. Such questions include: how many work gloves did certain companies sell annually. How many hard hats sold in us annually. How many high visibility vests were sold annually. Things like that.. I apologize for my grammer, spelling and general ignorance im sure im showing to all you fine redditers. And also sorry if this is in the wrong subreddit.",not_spam "Hello , I'm a student taking a graduate level machine learning course. For a project I need to find a data set that's at has at least 10k observations and 10 variables. I want to take the stance of bank/lender and create a model that will predict whether someone should get approved for a mortgage loan. Anyone know where I can find this data? It can be mock or outdated.",not_spam "Hi, I am looking for a good example of a dataset that needs basic cleaning. Should be tabular data of maybe not more than 10,000 observations. Will be used to demonstrate cleaning with Tableau Prep. Any help is appreciated.",not_spam As far back as possible is ideal. I think it would be neat to visualize the recent spike of bans and see how it compares to previous reddit management.,not_spam "We have been working on gathering individual case details for Coronavirus. Last week, we announced we gathered Hong Kong, Singapore, and South Korea case details: [https://www.dolthub.com/blog/2020-03-12-coronavirus-case-details-dolt/](https://www.dolthub.com/blog/2020-03-12-coronavirus-case-details-dolt/) We now have 54,443 individual case details (of lower quality than the government data). Read about it here: [https://www.dolthub.com/blog/2020-03-18-coronavirus-case-details-using-branches/](https://www.dolthub.com/blog/2020-03-18-coronavirus-case-details-using-branches/)",not_spam "I'm trying to put together a project on income inequality in California, and was hoping to try and find some data that would help paint a picture over several years that would also show geographic variation. In terms of timespan, I'll take pretty much what I can get. Ideally it would be something [like this](http://www.census.gov/hhes/www/income/data/historical/inequality/IE-1.pdf) but broken down by county or some other geography. Any other pointers or suggestions as to where I could find something like this (or if I should stop looking) would be helpful.",not_spam "Hello I'm working on a research project to forecast flooding (and possibly other weather events in the future as well) using machine learning. I used to use the Wunderground API however that was discontinued 1/19. I'm looking for another cheap (less than $20 month) or entirely free service where I can get hourly precipitation data (both historical and current). I'm aware of NOAA however that data only seems to go up to 2012 and is incredibly sparse (tons of missing values). Other sites like OpenWeather want to charge $150/month for historical data which seems ridiculous. Anyone aware of alternatives? I'm planning on open-sourcing my code/dataset as a benchmark once finished for anyone else interested in tackling this problem. Also if anyone knows of a place to get hourly (or even daily) snow depth data at a specific lat/lon that would be incredibly helpful for forecasting some of the mountain fed streams.",not_spam "Can anyone suggest a data source for grocery/food prices? I'm teaching myself to use scrapy by building a little recipe database and thought it would be interesting to try to estimate cost/recipe and maybe how it changes over time. Thanks!",not_spam "The site Basketball Monster has a tool called ""[usage monster](https://basketballmonster.com/usagemonster.aspx)"" where you can see how many minutes a player is active and then gives a percentage breakdown of their activity at each position (such as Kevin Huerter playing 1%, 73%, and 25% at the PG/SG/SF). I do not know where this data would be sourced from (I don't know that they're an NBA affiliate or anything), so my biggest question would be where to find it. I have the play by play data for the last season, but positional breakdown is not included. Additionally (and likely easier to source), I would like the height and weight of NBA players. The majority of data sets I find are not maintained and thus the data is out of date. Is there a dataset (as opposed to scraping basketball-reference) with this information that's updated through last season?",not_spam I'm doing a project for university and want to compare certain aspects from gun violence to mental health funding/number of patients per state in the US.,not_spam "These are the time series of chickenpox cases reported in Hungary on a weekly basis for every county between 2005 and 2015. Dataset: [https://github.com/benedekrozemberczki/spatiotemporal\_datasets](https://github.com/benedekrozemberczki/spatiotemporal_datasets) Paper: [https://arxiv.org/abs/2102.08100](https://arxiv.org/abs/2102.08100)",not_spam "Hi everyone! I'm looking for a dataset that could provide the average restaurant price per zip code in NYC. It could be any meal, like lunch prices, or overall restaurant prices.",not_spam "Another dataset based on the [Reddit comment dataset by Stuck_In_The_Matrix](https://www.reddit.com/r/datasets/comments/3bxlg7/i_have_every_publicly_available_reddit_comment/): A Lucene 5 index. What is this useful for? The Apache Lucene Project provides a powerful library for indexing and searching huge amounts of documents. Lucene is fast and allows complex queries, so you can search for comments that include some words, exclude groups of others, have been created during a specific period of time, do not occur in a list of subreddits, have a minimum of n upvotes and so on. It's available as a torrent via: http://images.schedim.de/reddit-index.torrent Size of Archive: 302 GByte, [7z format](http://www.7-zip.org/). This index contains the whole comment dataset as payload, so if Lucene returns a hit, you can directly access the comment text. Info about the indexed fields and Java code to create your own index or run queries against the dataset after download is [on GitHub](https://github.com/dewarim/reddit-data-tools) ",not_spam "I am learning R for a statistics course online for school. was wondering I there are any resources that could help Cheatsheats for data or something because I do think we only use a subset of R (or something) I dont know. I just know Im lost. Already. I think I need a tutor. Any leads would be mad appreciated! Thanks in advance!",not_spam "Hello guys! We are in the process of developing a mobile application and we are aiming to launch it after few months, can you guys please advise on what kind of mobile data I can get from the users that might be helpful for Machine Learning? If so can you please advise where can I find similar datasets on the web? (other than Kaggle that is) Thank you very much and have a good day!",not_spam "I would like to find a data set that would allow me to do some analysis on market saturation as well as the quantity of licensed agents over time. It would help if it could be broken down by state/county. Any help would be appreciated!",not_spam Much appreciated if someone could point me in the direction of obtaining this data?,not_spam "Where can I find a dataset which just contains a large number of unlabeled sentences describing how a person is feeling? Eg. He is almost in tears. She is filled with regret for what she did. ",not_spam "As per the title says feel free to share your datasets in the subreddit /r/Marketresearch [https://www.reddit.com/r/MarketingResearch](https://www.reddit.com/r/MarketingResearch)",not_spam I am looking for messy/dirty dataset to work on for a college project.,not_spam Hey!! I'm looking for a data set of Redditor's age and gender with their comments - looking to do a linguistic analysis.,not_spam "Hello reddit, Does anyone have a dataset of boats passing in the sea? Thanks!",not_spam " Hi all I graduated from my university 2 years ago. While there, our department was able to provide us (only for my major) with access to recent social and political surveys (on people's views towards social and political issues) in SPSS or CSV format. I lost access after I graduated. I was wondering if you could help me find a resource for such data. One example is the AfroBarometer survey and the Pew World Value survey. I really like to stay up to date how such opinions change regardless of the location of the survey (region where it was conducted). Thank you in advance",not_spam "Thought such a dataset might exist since Harry Potter is a popular subject for data science, but no dice. All I've found is a static infographic produced by Pottermore that I could use to create this dataset, but it would be tedious. Thought I would ask! Maybe someone knows something I don't. EDIT: When in doubt, check the [fandom wiki](https://harrypotter.fandom.com/wiki/House_points#:~:text=House%20points%20were%20awarded%20to,an%20inter%2Dhouse%20Quidditch%20match.&text=Each%20student%20earned%20points%20for,be%20awarded%20the%20House%20Cup).",not_spam "Hi all, I'm looking for an HR dataset, preferably from one real organization that has individual difference variables (e.g., personality, intelligence), demographics, and performance, that is open-source. Appreciate any recommendations!",not_spam "In case you didn't see the [introduction thread](https://www.reddit.com/r/datasets/comments/4x5v4s/introducing_the_rdatasets_sidebar_series_official/), /r/datasets is starting a sidebar series! Every week or so I'll post another mega thread on a different topic. Use this thread to post every Electionand Political Poll Data source you know of. I made this the first sidebar series thread as it's relevant to our 2016 elections, but please feel free to post data for other election, other years, and other countries. Here's to a successful sidebar series!",not_spam "I've been chatting with my discord community for aspiring/current data analysts and there seems to be an interest in adding project work on their resume, so here it is. Are interested in a guided data analytics consulting project? It's also a great opportunity for current analysts to develop management skills. Apply through [here](https://0rmeoplobmw.typeform.com/to/TfA2ARVt): Whatโ€™s required? * 4-8hrs a week for 3 weeks depending how many people are on the team. * Positive and fun attitude to solving problems with data! What to expect: * Safe space in data analytics consultation (Iโ€™m your client). * Freedom to solve problems with external data. * Work in a team of 3-5 with a team leader. * Meetings, research, Excel, SQL, Tableau and presentation and deadlines. * Starting early March. * Fun and real environment such as filling in timesheets and budgeting with fake currency. What will you get out of this? * Project experience that will boost your resume appeal and feel like a data analyst during your interviews. * Range of technical skills exposure for the real world and improving your soft skills. * Feedback on improvements and what you did well. Is this free? No. It will cost you some surveys and a retro session. Want to know more? Join the discord channel [here](https://discord.gg/NjMPW49zFf)",not_spam "Hi Iโ€™m Seeking free historical stock option min data and level 2 data. I have td api but only get 7 days worth of data and not able to get historical level 2 data. Could really use the help and canโ€™t afford paid data",not_spam "hey guys &#x200B; to start writing my thesis, i'm looking for some interesting datasets for R in the economic field. I would like something linked to artificial intelligence ( the impact it will have in the working world or something like that) but i did not find anything. &#x200B; if there is nothing related to this topic, could you recommend some interesting datasets? Thanks in advance :)",not_spam "Hello guys, we are team of Data Scientists drawn across the globe and currently working on predicting the exposure risk of contracting the corona virus (COVID-19) based on the activities and symptoms exposed to between the last 14 days. This research was conceived out of passion to assist health/government officials in combating the spread of the virus and assist in saving human lives. Kindly share the link with others as we need huge response to observe trends using Machine learning novel data-driven approach; [https://ee.kobotoolbox.org/x/#MNr5zDTT](https://ee.kobotoolbox.org/x/#MNr5zDTT) username: covid19 password: savealife",not_spam "**[nfl_dataset_2002-2019week6.csv \(Google Drive link\)](https://drive.google.com/file/d/143NanTexjsO42kXlG8GjDbkSJ-sSKHC9/view)** I scraped all the NFL game stats on ESPN from 2002 through present (2019 Week 6). Not the Box Score but the Team Stats page. I grabbed all regular season and playoff games but excluded preseason and Pro Bowl. There are 4628 games in the dataset. Three games didn't have working pages on ESPN. Those are: * [DAL @ WASH 12-30-2007](https://www.espn.com/nfl/matchup?gameId=271230028) * [CAR @ PIT 12-23-2010](https://www.espn.com/nfl/matchup?gameId=301223023) * [TB @ ATL 01-01-2012](https://www.espn.com/nfl/matchup?gameId=320101001) Each stat has a column for the away team and the home team: * date * teams * first downs * third down conversions-attempts * fourth down conversions-attempts * passing yards * rushing yards * total yards * pass completions-attempts * sacks number-yards * rushing attempts * fumbles * interceptions * total turnovers * penalties number-yards * redzone conversions-trips * total drives * defense and special teams TDs * time of possession * score Those aren't the exact column labels but you get the idea. One thing I noticed is that red zone conversions aren't recorded until 2006. I haven't noticed any other quirks but I also haven't looked very closely yet. There is also nothing to indicate neutral-site games so keep that in mind. I'll probably organize the data better and post it on Kaggle when the season is over. But I don't want to post mid-season and I thought somebody might find it useful in the meantime. Let me know if you find any errors.",not_spam "Hi everyone, I wanted to share a [healthcare price comparison spreadsheet](https://docs.google.com/spreadsheets/d/1aDQsYvlM_6B2BH4JZ4WvSM4uUoAWfvYbmYaVrpoCew4/edit) my partner and I created. Last year, we were doing a startup that found people therapists. Funnily enough, we pivoted because prices were so high and we didn't to make a luxury product. Over the past few weeks it's become clear to us that people in the US have to spend increasingly out-of-pocket on healthcare even with insurance. From 2007 to 2017, the percentage of adults with employer health insurance on high-deductible health plans rose from 15% to 43%. For 2020, a high-deductible health plan is defined as one with a deductible greater than $1,400. Providers in certain fields, like therapy, also increasingly just don't take insurance. About 45% of psychiatrists don't take insurance, and in California about 50% of therapists don't take insurance. Healthcare services prices are becoming very relevant, but we couldn't find a good price comparison tool. For example, I'm looking for a therapist myself, and I've narrowed my list down to 3 providers. The most expensive one is more than 200% of the least expensive one. A couple of days ago we realized we actually have a decent amount of price data on therapists, so we decided to throw together this spreadsheet and see if it's useful for anyone. We have about 120 verified prices that we confirmed over phone or email with therapists when we were finding people therapists. We also scraped prices for all the therapists in San Francisco from Psychology Today, the biggest therapist listing directory. (It's really easy to scrape them.) We also added any prices in bills we had access to, ours, friends', and family members'. Note: you'll have to make a copy of the spreadsheet, and there's a tiny lag when using the dropdowns. You can see a few interesting things. For example, we recommended the same therapists to multiple users and the prices were different. Prices also vary significantly from area to area. We would love to make this more robust, so if you have any itemized bills for any healthcare service, not just therapy, we'd love to add them to this dataset! (Submission link in spreadsheet. We don't use your name, address, or contact information, so you can hide/remove any information like that.) We're also open to making it a web app. Hopefully someone finds this interesting or useful! We'd love feedback, as well as if y'all shared any of your experiences paying for healthcare out-of-pocket or any comparison tools y'all are aware of.",not_spam Looking for a dataset that has questions and their answers by users.,not_spam "Hi, I'm interning at a ML company and have been tasked with finding data sets that could approximate commercial activity in US Cities (hopefully that is updated periodically). I know this probably won't be free but I'm really not sure where to look or what resellers are considered legitimate. Any help would be appreciated.",not_spam "Not looking for specific dataset of a country. any dataset related to any country is appreciated. Thank you in advance",not_spam "Hi Guys, I am looking into datasets of facial expression recognition. Mainly into yawning, sleeping, mobile phone usage, smoking and attention. Any good leads?? Thank you.",not_spam "Does anyone know of a dataset showing characteristics of candidates to the US House of Representatives (ethnicity, gender, etc.) for recent election years (2014, 2016, 2018, 2020)?",not_spam I tried looking around but All i can find is expired links. Does anyone have any resources for dataset discords?,not_spam "Carried on from [Second Discussion Thread](https://www.reddit.com/r/datasets/comments/i5krmb/coronavirus_datasets/)(Archived) > Carried on from [Original Thread](https://www.reddit.com/r/datasets/comments/exnzrd/coronavirus_datasets/)(Archived) > > > You have probably seen most of these, but I thought I'd share anyway: > > > **Spreadsheets and Datasets:** > > > > * [https://www.worldometers.info/coronavirus/](https://www.worldometers.info/coronavirus/) > > * [John Hopkins University Github](https://github.com/CSSEGISandData/2019-nCoV) confirmed case numbers. > > * [Google Sheets From DXY.cn](https://docs.google.com/spreadsheets/d/1jS24DjSPVWa4iuxuD4OAXrE3QeI8c9BC1hSlqr-NMiU/edit#gid=1187587451) (Contains some patient information \[age,gender,etc\] ) > > * [Kaggle Dataset](https://www.kaggle.com/sudalairajkumar/novel-corona-virus-2019-dataset) > > * [Strain Data](https://github.com/nextstrain/ncov) repo > > * [https://covid2019.app/](https://covid2019.app/) (Google Sheets, thanks /u/supertyler) > > * [ECDC](https://www.ecdc.europa.eu/en/publications-data/download-todays-data-geographic-distribution-covid-19-cases-worldwide) (Daily Spreadsheets, Thanks /u/n3ongrau) > > > > **Other Good sources:** > > > > * [BNO](https://bnonews.com/index.php/2020/02/the-latest-coronavirus-cases/) Seems to have latest number w/ sources. (scrape) > > * [What we can find out on a Bioinformatics Level](https://innophore.com/2019-ncov/) > > * [DXY.cn Chinese online community for Medical Professionals](https://ncov.dxy.cn/ncovh5/view/pneumonia) \*translate page. > > * [John Hopkins University Live Map](https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6) > > * [Mutations](https://nextstrain.org/ncov) (thanks /u/Mynewestaccount34578) > > * [Protein Data Bank File](https://3dprint.nih.gov/discover/3DPX-012867) > > * [Early Transmission Dynamics](https://www.nejm.org/doi/full/10.1056/NEJMoa2001316) Provides statistics on the early cases, median age, gender etc. > > > > **\[IMPORTANT UPDATE:** *From February 12th the definition of confirmed cases has changed in Hubei, and now includes those who have been clinically diagnosed. Previously China's confirmed cases only included those tested for* [*SARS-CoV-2*](https://en.wikipedia.org/wiki/2019_novel_coronavirus)*. Many datasets will show a spike on that date*.\] > > > > **There have been a bunch of great comments with links to further resources below!** > > \[Last Edit: 15/03/2020\] - [COVID-19 Mobility Data Aggregator](https://github.com/ActiveConclusion/COVID19_mobility) [^[source ^comment]](https://www.reddit.com/r/datasets/comments/i5krmb/coronavirus_datasets/g0rwpih/) - [County level mask mandate data set(US)](https://docs.google.com/spreadsheets/d/1CYmIiNDeBrUcVyazo21jCXyE4eemE1hmc71jCOnoGW8/edit#gid=796552815) [^[source ^comment]](https://www.reddit.com/r/datasets/comments/i5krmb/coronavirus_datasets/g0pz1qw/) - [NYT county level cases and mask usage](https://github.com/nytimes/covid-19-data) [^[source ^comment]](https://www.reddit.com/r/datasets/comments/i5krmb/coronavirus_datasets/gdk385v/) - Please check the comments of the previous threads for more datasets.",not_spam "Anyone know of any datasets listing the CEOs and time of tenure for publicly traded companies? I'm most interested in European companies, but also American companies as well, and hoping to get information for past decade or so.",not_spam Does anyone know of a good place to find fire or law enforcement incident datasets for US National Parks? ,not_spam "Hi, I'm looking for some data that contains words in many languages. I would like to do something with foreign language recognition, for example: in what language has the word been written (or spoken - but probably this one is harder). Really just anything related with foreign languages would be cool.",not_spam "Hi everyone! Am looking for American Sign Language data set. Where can I find it here?",not_spam You are tasked with an open-ended problem statement to develop a data product that can measure the affluence in localities of metro cities in India. Choose the city that you are most comfortable with. How would go about solving this problem? Which data sources would you use?,not_spam "With every pokemon, attack, item etc. I want to make an app and need an as complete as possible dataset for it",not_spam "I would like to create a model that detects if too many people have gathered. I am looking forward to create a classification model. Is there any dataset for this purpose, and suggest if there are any better ways to do this other than classification I need to run this model on CPU.",not_spam "Hey there, we will be making an exam and I am looking for the subjects in the title. They have to be in excel sheets. I would like to get a high Correl but couldn't find anything. Can you please help me?",not_spam Specifically I want the numbers of how many people voted for each party in each constituency (not just which party won the most votes). Does anyone know where I can get this data?,not_spam "I am looking for a database of first and last names in the European area. I know that there are a few national databases out there, but I was wondering whether there is some collective database of European or even worldwide first and last names. Thanks!",not_spam "So i'm looking for datasets and I'd found this one from University of Maryland but upon downloading it, I had to agree to this : 'Licensee agrees NOT to: -Publicly post or display any part of GTD without express written permission by Licensor other than quoting the GTD in Licenseeโ€™s reports, papers, or analyses' So if I was to do any work on this I couldn't publish anything nor add it to my resume, right ?",not_spam What are the good research problems in data science,not_spam "Im looking to see how the total cost of college (tuition, fees, etc) for 1 year has changed over years (the further back the data goes the better). Does anyone know where I can find historical data on college costs? I am also looking for annual admissions data (how many admitted in a year, what majors, any other info). Thanks",not_spam "Hello, I am looking for a dataset that gives the total number of accidents in a given year and the number/percentage of each type of vehicle that is at fault in an accident in a given year. I am preferably looking for the data from 2010-2020. Thanks!",not_spam "I have a dataset that contains energy consumption collected from various buildings in my city. I am wondering normally what would an analyst use such data for. I donโ€™t work with energy data normally, so would be awesome if I could get some ideas from here. Thanks!",not_spam "I have noticed Pandas has several storage options, pickle, feather, parquet, sql, hdf5, etc. Are any of these worth looking into for simple text data? If it makes a difference, I am mostly looking at 2-10 columns, with 10-50 million rows. I am not looking to alter the data after storage. Storage space is a concern since I am dealing with so many rows. Speed is a concern as well, since I am dealing with so much data. Memory is somewhat of a concern, but I can always process the data in smaller chunks, so I don't think it'll be too much of an issue.",not_spam "Hey guys! I'm trying to find a dataset that consists of tuberculosis x-rays. I've already found two from the national library of medicine and one from Kaggle, I just wanted to know if there are any others out there.",not_spam "Currently working on my dissertation about first impressions of bodies and looking for a set that contains full body pictures of real men and women standing in a neutral pose (hands by sides, not walking, etc) preferably in front of a white background. Does this exist? Should I be using certain search terms or a specific site that houses model pictures? All recommendations are welcome! Thanks",not_spam "I am going to make an interactive dashboard that analyses Bitcoin and Ether mining energy usage and compares that to various other energy consumption eg. Traditional finance, Eth PoS mining, by Country energy consumption and perhaps some other small and large energy consumptions. Suggestions welcome!",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. Here you can rant, go off-topic, or self promote even but please be civil. P.S: Suggestions for this subreddit are always welcome.",not_spam "Hi! Im going to work some statistical magic on refined oil prices. Does anybody know where I can find the data in a manageable format? Preferred frequency would be day to day and preferred time period would be over the past 10 years.",not_spam "I'm working on a tool that will attempt to provide an estimated story point score based on commit history, the quality and completeness of the code committed, etc. So basically I need project history and commit history tied together. Having a hard time finding this.",not_spam "I'm looking for a simple relational database to test SAS code on. Such as test performance of views and different buffer options. What I'm looking for is some database with about ~2000 lines that can be merged to about 5 different dimensions. I'd rather use real data instead of simulating it. ",not_spam "I am looking for data on stress, age, and weight on blood pressure. This data is for a paper in a stats class and I am having trouble finding any kind of good data sources that don't come from a statistics book. Does anyone know of a good data source for the aforementioned variables? I will be running multivariate linear regression on the data.",not_spam "I am having trouble generating a good dataset based on predicate logic, does anyone know a good way to approach this problem?",not_spam "Basically I can work around this with node js real quick. but speaking datasets size that I have, (about 12gb) even streaming the data doesnt work. sooo I need help.",not_spam "Hello, I am looking for railway track datasets to identify different parts of the track and see if they need maintenance. [Example ProRail dataset with fasteners](https://www.kaggle.com/oscarvanhees/finding-railway-fasteners-in-image-data-prorail) \- in the example dataset you can use object detection to find fasteners and then identify rust or other maintenance challenges from these images. I was wondering if you knew any such datasets outside of kaggle? I have found there are a lot of train accident / maintenance incident datasets but not many image datasets around this domain.",not_spam "Hey! I have a project about using mathematical modeling for wireless optimization. I know this is very vague, but is there some dataset for wireless signals, interference , distance, etc?",not_spam "After reading [this](http://www.datagenetics.com/blog/september32012/) analysis of PINs, I have decided that I'd like to give it a go for myself but I'm unsure of where to get such data. The article vaguely refers to ""security breaches"" and ""exposed password tables"" although as I'm not involved in the more nefarious side of coding I don't know how I would attain such things. I was wondering if anyone knew of a dataset or text-file that just contained a large number of PINs, no other data required.",not_spam "Hey, so Im taking my first time series class, and as part of a course requirement, we're supposed to look at two time series and check for any relationships between the two. I thought sales and advertisement cost data for a particular product could be two good time series to analyze. Would anyone know any open dataset I could use for the same with atleast 100 data points? Im open to other ideas as well. :) Thanks!",not_spam "I am looking for dataset related to object detection to detect object after house/office has gone through fire. Do any one have lead on this kind of data are available or not , or any leads regarding this kind of system. It would be helpful if I get any lead on this.",not_spam "Like the title says, just wondering if anyone has leads for a dataset like this! I'm going to do some searching on my own and will update this post with what I find in case anyone else is interested. ",not_spam "The dataset in quesiton is described [here](http://mplab.ucsd.edu/grants/project1/research/rufacs1-dataset.html) but the link there doesn't work anymore. I was wondering if anyone would have the dataset and could point me to it? Thanks! ",not_spam "Hello, I am currently working on bed detection for university using infrared pictures and I am struggling to find infrared pictures of beds. Does anyone know where to find infrared pictures of beds?",not_spam "I m doing a project and need sensitive data that has to be protected or has privacy concerns. Wanna do some federated learning, for this i need to find sensitive dataset. but I dont wanna work with cancer images or diseases. &#x200B; examples?",not_spam "Hey everyone, I'm looking for an MRO related image dataset. It's not really important what it shows as long as it's related to maintenance, repair, operations or manufacturing. Since this inquiry is pretty vague, it's difficult to search for something specific. 50,000+ images would be great. &#x200B; Thanks",not_spam Are there any datasets on CRDs especially ones related to bypass fraud?,not_spam "Iโ€™m trying to build a classifier to predict who will win an NBA game and am looking for something like โ€œat a specific game time, the win loss ratio of this team was Xโ€. So for example, if on Nov 1, 2018, the W/L of the Lakers was x, Id want that. Is this something available or I have to creatively engineer it?",not_spam "I've been looking for U.S. healthcare claims data for a time series analysis at a more granular level than annual. I'm particularly interested in Medicare data and have scoured the CMS website, however, everything I've found has been on an annual basis. Healthcare claims data, in general, have been hard to come by, especially at the frequency that I need. Any ideas on where to find this are greatly appreciated.",not_spam For example what is the oldest mummy for which we have full genome or partial,not_spam "Hello all, I was wondering if anyone knows where to find De Beers diamond market share data? Many thanks!",not_spam "As a hobby project I'm trying to build an app that needs average monthly weather data - like temperature, precipitation, sunny/rainy/cloudy days (optional), temperature avgMin avgMax (optional) and I can't find anything that suits my needs. I have several requirements: \- Because it is just a hobby project I need to gather this data for free. \- I want to save them in a json file and serve it myself from something like s3. \- I need to find this data for specific locations (using coordinates). I use centers of first-level administrative divisions for every country and want to connect them to this weather data. &#x200B; Options I have already tried: \- OpenWeather - monthly average costs 470$! \- World Bank - can only lookup by country \- Meteostat Developers - lack of most data when using at specific location \- World Weather Online - free trial gives only avgMinTemp, absMaxTemp and avgDailyRainfall \- National Centers for Environmental Information - I've been tinkering there for a few hours but still can't find a way to get what i need \- Climate Change Service - same as above and is too complicated for a person who knows nothing about climate science \- Troposphere - seems great, but it doesn't have average temperature",not_spam "Hey all! Iโ€™m looking for any datasets of organized destination events, the type of events that attract international travellers. For example: **Sporting events** - like World Cup, Super Bowl, Wimbledon, Olympics, marathons **Music and Arts events** - Such as Coachella, Burning Man, Fuji Rock, South Beach Food and Wine Festival **Cultural events** - like Mardi Gras, Brazilian Carnival, Trinidadian Carnival, Hajj For my use case, I only need the event name and city but dates would be a bonus!",not_spam "Hey everyone, I (along with 2 other people) made a project called **Newsemble**. It is an API that allows for fast retrieval of current news (at the moment, only Indian websites are supported, but we can add others if anyone wants that). It's a REST API built using *Flask, MongoDB and BeautifulSoup*. Due to some of the drawbacks of current news APIs (full content not available, character limit, limited requests), we wanted to build our own as were looking to do news analysis. We have made all the code open source. Please refer to the [medium blog](https://medium.com/@rg089/newsemble-3311d2dc9817) for further details and implementation of this API. *This will be useful for news analysis, trend detection, keyword detection amongst other NLP tasks.* *We are planning to release some NLP projects using this API very soon!* ***Most importantly, if there are any additional features or extra news sites you want, or any other improvements in general, please do let us know. Thanks!๐Ÿค๐Ÿป*** **Additionally, we are storing all the data and will release a complete dataset soon!** If you found the project useful, please ๐Ÿ‘ the article or ๐ŸŒŸ the repo. It really motivates us going forward! Blog link : [https://medium.com/@rg089/newsemble-3311d2dc9817](https://medium.com/@rg089/newsemble-3311d2dc9817) Source code : [https://github.com/rg089/newsemble](https://github.com/rg089/newsemble) API link: [http://www.newsemble.ml/news/](http://www.newsemble.ml/news/)",not_spam "hi guys, there is any image dataset of art?",not_spam "Technically, I'm aiming for the employment population ratio for people 16-19 by state by month, but if I had the unemployment rate and teen population or labor force participation, I could easily generate that ratio. I'd like it to go as far back as possible, but will be happy with anything. I can't seem to find monthly state data for this anywhere - I've exhausted BLS and CPS datasets and I just can't seem to find it. Does anyone have a good lead on where to get this data? Even a starting point would be appreciated. &#x200B; Thanks in advance!",not_spam "June 3, 2020, data set collected from 162,101 unique tweets that have the language ""en"" and text *""BlackLivesMatter""* or the hashtag *""#BlackLivesMatter.""* Data set: [https://docs.google.com/spreadsheets/d/1Xh8CXYNNRPiDGGEYyNr\_Z6M6zlzE81-jraoRPGqXyVs/edit#gid=138196485](https://docs.google.com/spreadsheets/d/1Xh8CXYNNRPiDGGEYyNr_Z6M6zlzE81-jraoRPGqXyVs/edit#gid=138196485) My analysis: [https://emojigraph.org/blog/black-lives-matter-emoji-usage-analysis/](https://emojigraph.org/blog/black-lives-matter-emoji-usage-analysis/) How I collected the data and scripts: [https://medium.com/@olehmertviachenko/how-to-count-emojis-in-tweets-using-python-and-tweepy-twitter-api-library-22949f1bea4c](https://medium.com/@olehmertviachenko/how-to-count-emojis-in-tweets-using-python-and-tweepy-twitter-api-library-22949f1bea4c) I'm new here. Please let me know, if I need to fix something.",not_spam Looking for standardized images of Donald Trump and Hilary Clinton faces to feed into neural network. Any ideas beside google?,not_spam "I downloaded monthly data from the Refinitiv Eikon Datastream, dating from the 01.01.2002 to the 01.12.2021. For the variable ""price"" I obtain 239 observations. However, I am interested in the ""opening price"". For which I obtain only 212 observations. The 27 singeltons missing are allocated on the 1st or the 9th month of a year. 01.01 missing values: every year 2002-2021, except 2005 and 2011. 01.09 missing values: 2002, 2003, 2007, 2008, 2012, 2013, 2014, 2018, 2019 I guess that the 01.01 has no opening price as the stock market has holidays for the New Year's Day. Moreover, I guess that the 01.09 has no opening prices in some years because it is labor day in america? Could that be possible? Despite the reason for the missing data. I need the data. Other providers, like yahoo finance, have opening prices for each single month in the same time period. Unfortunately, I need to use the Refinitiv Eikon Datastream, as I rely on further variables like ESG Ratings which I can only access there. Does someone has an idea how to download opening prices for each month using Refinitiv Eikon Datastream ? Is there maybe an option to take the next days opening price in case there is no data for the 1st of the month? Thank you for reading! Best for you, Sebastian",not_spam "Hello, I am using Machine Learning for a research paper that includes weather data in the model. Where can I find a reputable resource for this that would be citable for an academic paper to be published? Thank You",not_spam Do you know if there is a football player market value dataset? I don't want to scrape Transfermarkt... ,not_spam "At the beginning of this year I purchased a Raspberry Pi 4 Model B 4GB to tinker with basic coding and machine learning. Yet, somehow, I have found little opportunity to try it out. I am currently undertaking postgrad studies in art history, and stumbled across the emerging field of 'digital art history' recently. (A field borne out of the digital humanities and data science, Lev Manovich makes an interesting case for digital art history in this [article](https://dahj.org/article/data-science-and-digital-art-history).) Long story short, I am curious about any thoughts anyone may have about the possible use for a Raspberry Pi, TensorFlow and machine learning, and dataset analysis might have in art history? Many thanks for your comments and ideas.",not_spam "I'm looking for either grocery prices or something like CPI for all the cities with a population above 10000 people in British Columbia. I was going to scrape grocery store prices from the web, but I don't think that is going to work for the smaller cities. ",not_spam "Hi everyone! I'm working on an extra credit part for a school coding problem set, but I require access to temperature data for Hawaii, specifically: > ""a dictionary with keys equal to the names of the state and values that are tuples of average yearly temperature data for each of the years 1895 to 2016"" I can build the dictionary myself no problems, but to give you a better idea of what it looks like, [click this](http://i.imgur.com/qfjfkUU.png). HOWEVER, I can't find any of the necessary data for Hawaii anywhere, so I'm hoping someone can help me out!",not_spam I want to see how the elections have impacted the daily show with Jon stewart's views over time.,not_spam "I'm looking to do research on impacts of fracking. I know I can find state-by-state natural gas production at the EIA website, but I'm having difficulties finding the proportion made by mining method.",not_spam "Hello everyone, I'm looking for a dataset containing call center calls information suitable for call load forecasting. I've googled for a couple of days with scarce results (the ones I've found are quite outdated), could you please help me? Thanks.",not_spam "Hi everyone. I am looking for a dataset in which Radar-Doppler measurements have been made in the following scenario. An Ego vehicle with the Radar mounted on both ends at the frontside follows another vehicle which i want to observe. After searching I only find datasets mostly with Video data but no Radar-Doppler data Would be thankfull for and suggestion.",not_spam "[https://deepmind.com/blog/article/Causal\_Bayesian\_Networks](https://deepmind.com/blog/article/Causal_Bayesian_Networks) &#x200B; Hi! I was wondering if anyone knows how to animate a DAG diagram used in Bayesian network? This can be seen in the link above!",not_spam "Wanted to share my new favorite dataset on Kaggle! Itโ€™s has results and stats from all UFC mixed martial arts (MMA) fights since 1993 and is kept quite recent. Everything is scraped directly from the UFC website, so itโ€™s pretty much the most detailed data you can get! So much to dig into. You can get fighter details (like height and weight) as well as records for each fighter from every fight. Every single punch is tracked! Super cool stuff! Note that Iโ€™m not the creator of this data, but I have been loving working with it recently and wanted to share so others know it exists. https://www.kaggle.com/rajeevw/ufcdata",not_spam Does anyone know where i can get my hand on some big pharma data sets? ,not_spam Ive searched around for dirty practice data and oddly Iโ€™ve only found sets that require restructuring the data or have had values lost due to importing. Id like data that has missing values for reasons related to the participants and not handling of the data.,not_spam "Hey everybody, I hope this is the right sub -- I'm trying to rank startups in my field (and my city) based on how much support they're gaining, how much money they're making, and whatever other criteria might be relevant. What are some good places to look for this kind of data? Things like social media following & the number of articles written about the startup recently are probably relevant, but I can't think of what other data would be publicly available... Thanks!",not_spam I want to use CV to read the spine of a book. I was wondering what datasets are available for this?,not_spam "Working on a tool that will help us match a collection of personal records to a list of known names. The names are not uniform... so records for a person named Bill Clinton might be under Bill, Billy, William. Can anyone point me to a dataset that catalogs these variations?",not_spam "I am looking for London street level datasets, anything that could inform retail activity such as turnover, number of visitors, number of new vs old shops, retail types, maybe recent rent increases or decreases. I might be able to substitute it with rental property or home ownership data as long as the indicator gives me some sort of street level footfall/density indicator Thanks",not_spam "Hi, does anyone know where to find data about the differences between man and women in negotiations - preferably in the context of salary negotiations? ",not_spam "Hi all, Iโ€™m doing a project for university and Iโ€™m looking for a dataset that contains data related to allergies, such as how many people have them, what kind, what % per region, and whatever else comes to mind. Even reported allergic reactions data is helpful. Anything you have in mind I would appreciate being posted here!",not_spam "Hello everyone, I am working on a project to identify abnormal vital signs and perhaps link them to certain diseases. I have a good dataset for people with medical conditions \[abnormal\] which I thought is the hardest part, but so far I haven't found any good dataset for healthy people dataset. I am looking for \[Blood Pressure - Respiratory Rate - Temperature - Heart Rate\] dataset for healthy people or labelled normal. Any recommendations is highly appreciated, thanks guys!",not_spam Anyone know where I could get hourly (or even more precise) data on NYC Crime and weather?,not_spam "Hey everyone, I have a student group wiling to work on prescriptive analytics. I want them to work in health care particularly dementia. Has anybody worked or seen a dementia dataset?",not_spam "I need a database that contains audio files of music. I seem to only find APIs that allow you to access *metadata,* which I don't really need. Does this exist at all? How do developers generally access a large amount of music?",not_spam I have searched online but didn't get any.Please help me out as I am doing a project.It is better if the cases are given provincially,not_spam "There's plenty of large numbers out there and plenty of name-specific archives/honor rolls, but I'm looking for a dataset where I can find a single number (or multiple if broken down by service) of casualties for every day (or however many days a dataset may record) of the war. Any suggestions or advice or links would be much appreciated. I've already searched the Archives, but they don't have date-level resolution and the official DoD casualty statistics website has only macro-level data available to the public. Thank you!",not_spam "Hi guys! I am working on a project and i need a marketing strategy dataset to both analyse the efficiency of a marketing campaign and to create customer segments based on the strategy they prefer. The ones i found all used only phone calls/emails and i'm looking for one that contains digital marketing as well. Would really appreciate the help!",not_spam "Hello, I'm looking for an Excel file with (at a minimum) store address, city, state, zip for these retailers: Tractor Supply (n=1,965), Menard's (n=352), Sherwin-Williams (4,148). These companies use a store locator on their websites that make it difficult to pull a full store directory. Anyone know how to pull this data? Thank you!",not_spam "Using [datasetsearch.research.google.com/](https://datasetsearch.research.google.com/), I tried searching for a dataset that contains web banners but i could not find any. So I asking for help to find this type of dataset, please.",not_spam I am looking for a dataset that can map address to latitude longitude. Was hoping for a pre-existing table of data. I have tried using Google maps API but I am hitting a query limit. I have a large amount of data to geocode.,not_spam "I was wondering where I could find an hourly dataset of a climate station of a specific county. The ideal dataset will be **hourly**, and will have information like wind speed, wind direction, atmospheric pressure, humidity, temperature, cloud type, and rainfall. I know that there are climate stations that collect this data but I can only find monthly or daily datasets.",not_spam "I'm just beginning to get comfortable with R, and I thought a great way to practice would be to get a CSV (or xml, txt, whatever) of some of my favorite subreddits subscriber stats and play around with them!",not_spam "Hello, Iโ€™m looking for mobile ecommerce user interaction/activity data for a school project. Iโ€™ve looked on Kaggle, GitHub and Google Cloud Platform but I couldnโ€™t find any. Can someone either tell me where can I find one or just give me more ideas of places where I can browse datasets so that I can find one? Thank you in advance!",not_spam "I am the creator of [chwil.io](http://chwil.io); a service for achieving Twitter trends since 3rd August. I have uploaded some sample data collected over the timespan of a week and I would love to see what people can do with it. [GitHub](https://github.com/spacejunkjim/chwil.io-Twitter-Data) Have fun!",not_spam "I've searched high and low on Kaggle, but I'm pretty new to this so I'm not sure what the best method of tracking down a good dataset is. I've been learning Python and Tableau to gain experience with marketing analysis tools and I'd really like to find a good dataset with ad campaign data. Ideally this would be something with clicks, conversions, impressions, etc. Kinda like this dataset here: [https://www.kaggle.com/loveall/clicks-conversion-tracking](https://www.kaggle.com/loveall/clicks-conversion-tracking)",not_spam Is there a dataset that records all the protests from the beginning of the country independence?,not_spam "I am working on a project on Query processing and optimization. I am working on solving the problem of marketing attribution. Even after searching intensively, I am unable to find good datasets. Any help would be appreciated!!",not_spam "More or less, I'd like part of speech features for sentences, if anyone knows where to find them. A sufficiently well-trained language understanding system will probably naturally discover features that can trivially learn this, so I could use a well-trained neural network to generate the dataset; but I'd much prefer if there is a large dataset I can try it on. I'm hopeful that there's a dataset with thousands of examples; if that exists, I'll be super happy. I looked around for something like this, and all I found were tiny, tiny worksheets that wouldn't even be enough to train a human who already knows the finicky details of how english works like they know the back of their hand.",not_spam "Hi I am looking for a cryptocurrency dataset that has data more frequently than day-by-day. I know there are many day-by-day datasets online, but I am looking for something that is preferably every 15 minutes or so. It would be preferable if this dataset was regarding a popular cryptocurrency, like dogecoin or bitcoin. I would also be happy to receive any tips regarding useful crypto data APIs.",not_spam "Hi, So I have been collecting data for a few months using excel. I collect data every day on a few select stocks that appear on a scanner I use. I have been manually inputting some of the information and letting excel formulas calculate lots of the data I need but I am running into a problem collecting chart data. As of now the data I manually input are dates, stock name, price, volume and change %. I want to capture an image of what the chart for that stock on that day looked like. I have been manually taking screenshots of charts and saving them individually to a folder. Is there a better way to collect the data of the chart? Is there any methods of automating the screenshotting of a program and saving it? Sorry if this post is in the wrong subreddit. Thanks in advance.",not_spam "OpenSteetMap has a lots of local listing in their map data. Example: <node id=""419857860"" lat=""40.7612378"" lon=""-111.8886016"" ... > <tag k=""name"" v=""Himalayan Kitchen""/> <tag k=""phone"" v=""801-328-2077""/> <tag k=""amenity"" v=""restaurant""/> <tag k=""cuisine"" v=""indian""/> <tag k=""website"" v=""http://www.himalayankitchen.com/""/> <tag k=""addr:city"" v=""Salt Lake City""/> <tag k=""addr:street"" v=""South State Street""/> <tag k=""addr:postcode"" v=""84111""/> <tag k=""opening_hours"" v=""Mo-Sa 11:30-22:00; Su 17:00-22:00""/> <tag k=""addr:housenumber"" v=""360""/> </node> Does anyone out there know of an extracted/ sanitized dataset of these businesses?",not_spam "Googleโ€™s released a dataset search tool that might be useful to some of you: https://toolbox.google.com/datasetsearch Happy searching, and if you find anything interesting, remember sharing is caring!",not_spam "Hello everybody, I need some MRI breast cancer datasets to do research,I hope to get your help. Thank you very much",not_spam "Cornell Natural Language Visual Reasoning (NLVR) is a language grounding dataset. It contains 92,244 pairs of natural language statements grounded in synthetic images. The task is to determine whether a sentence is true or false about an image. The data was collected through crowdsourcing, and requires reasoning about sets of objects, quantities, comparisons, and spatial relations. http://lic.nlp.cornell.edu/nlvr/",not_spam "I'm looking for as the title of the post describes any and all monitoring event data, system logs (linux, windows, network, storage), or any well known application log data sets. &#x200B; Needing it for a machine learning project. Anonymized is ok but real is best if possible. ",not_spam "Hi all I need a data set for battle deaths in somalia between 1990 and the present! Thanks in advance! Edit: I've been using the UCDP dataset up until now but need something for comparison ",not_spam "Hello, Does anyone know of an Apple products labeled object detection dataset?",not_spam "I was looking out for some dataset(s) which is similar to what is given in the post title. Basically I just want it to be like some description of face such as 'a black haired female with blue eyes who is smiling' will be given along with the corresponding face. I have found some dataset(s) like CelebA : http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html . However, it would have been much better if there was description provided with corresponding face instead of only some facial attribute(s). Another dataset which I have found is Face2Text : https://arxiv.org/abs/1803.03827 . It's exactly what I want but there are only 400 images in this which is very less. Edit (in title) : its regarding",not_spam Does anyone know where I can find data on the percentage or number of people and their reiglion in the Original 13 Colonies? I am trying to back up one of my reasearch papers with some data. I feel that this will add much more weight if I can find it. Circa 1765 till about 1779,not_spam "I'm looking for digital marketing dataset that i use and understand how there is increase in their online behavior in the last couple of years, usage of the internet any other key metrics country wise/city wise that i can use to gain some insights for my school project. Tried statista, the data is too small, not sure how i can work with it Thanks in advance",not_spam "Am looking for datasets related to evaluating UX or usability of a system/website/digital product. Maybe a dataset of A/B testing experiment or usability survey with metrics like task completion time, conversion rates, Likert scale ratings etc. It is needed for a course project and will be used for academic purposes. Have already searched Kaggle and Github but was not able to find suitable datasets. &#x200B; Any leads on this will be really helpful.",not_spam "What is the difference between the two in terms of the software out there? What specific skills are required for each and are they transferable between the two?",not_spam "Hey all. I'm looking for a dataset where I can find annual number of tourists per state. Something like below: |State|Number of Visitor in 2019| |:-|:-| |Nevada|3,000,000| |New York|6,000,000| Does anyone know where I can find such dataset? If it's by city, that's fine, too. I thought I could find such dataset through a quick Google search, but it's a lot more elusive than I thought so asking for help here...",not_spam "I made this dataset for a school stats project and felt like some people might want to take a look at it too. It's a dataset of the current Intel CPUs with their specs. If you have any questions feel free to ask. &#x200B; [https://www.kaggle.com/bwolfram/intel-cpus](https://www.kaggle.com/bwolfram/intel-cpus) &#x200B;",not_spam Any labeled dataset of mold on wall? This is for a computer vision project,not_spam "I'm looking for a dataset to use in a presentation to teachers on how to use My Maps by Google, which can take a data set with longitude and latitude and plot it. I thought it would be cool to highlight an example using a dataset on average daily temperatures per region or even arctic ice. Any ideas? Thanks so much!",not_spam "As the title already says it, I need a publicly available dataset for face spoofing detection of latex/silicone masks. &#x200B; Every dataset that I found was restricted and needed a form to be filled. Can anyone please redirect me to a dataset or a source? &#x200B; Thanks",not_spam "##Data (ndjson files) ###April https://files.pushshift.io/reddit/comments/RC_2018_04.xz 8,371,376,260 bytes (compressed) | 82,497,938,640 bytes (uncompressed) 98,096,451 comments ###May https://files.pushshift.io/reddit/comments/RC_2018_05.xz 8,633,799,504 bytes (compressed) | 84,330,099,226 bytes (uncompressed) 100,109,100 comments",not_spam "Hi all, &#x200B; We are two students majoring in Sociology at the University of Utrecht, conducting a survey for our course โ€œSocial Networksโ€. We are really interested in the political preferences of you and your friends. Therefore, we ask you kindly to please complete our survey. Overall, this will take between five and ten minutes. It is completely anonymous and after our research is finished, your data will be deleted from our systems. &#x200B; To complete the survey, go to the following link on your phone or web browser: [https://uusocsci.au1.qualtrics.com/jfe/form/SV\_2rinR1HIOBW2Qzb](https://uusocsci.au1.qualtrics.com/jfe/form/SV_2rinR1HIOBW2Qzb) &#x200B; We would also like to ask you to forward this survey to your friends and family. This would help us out tremendously. &#x200B; Thank you in advance. &#x200B; Kind regards, &#x200B; Annemarie and Larissa ",not_spam Or from other major cities? This is for a personal project.,not_spam "Looking for a comprehensive dataset listing known shipwrecks, date of sinking, coordinates, depth, flag, ship type, length, etc",not_spam "Hello, I am currently working on a final year project. I have decided that I want to work with summarising textbooks using seq2seq. I have found some implementations of seq2seq text summarization using TensorFlow on GitHub, so I have examples of working solutions I can learn from. I have run into the problem of not being able to find any datasets specifically where textbooks are given with summaries. However, I have managed to find datasets for other types of texts; [TensorFlow's Scientific papers dataset](https://www.tensorflow.org/datasets/catalog/scientific_papers). Where papers are given with abstracts (which can be treated as a summary). I am not an expert in ML, but I am considering using these datasets and then fine-tuning the model using a small dataset I will manually create with Textbooks and summaries. There are some similar characteristics between the data, so I would assume that the model would be able to transfer some things it learns from the scientific papers to the textbooks. &#x200B; I do not have the slightest clue about how reasonable or successful this might turn out. I am looking any advice, resources or alternatives to what I have mentioned above. *What do you do when the dataset for the problem you're trying to solve does not exist?* &#x200B; Thank you.",not_spam "Hi all, Does anyone have a dataset with companies' names and descriptions?",not_spam "Specifically the Super 15. I've had a long look around and the Fox Sports one is probably the best, but doesn't have all the stuff I want. http://www.foxsports.com.au/rugby/super-rugby",not_spam "Hello everyone, I'm looking for publicly available data on Natural Gas distribution - hopefully data for an entire country/region. Where can I find such data, especially for European and Asian countries? Thanks!!",not_spam " Lots of countries give the gps cordinates of their trees. Finland [https://twitter.com/tjukanov/status/1130481172151177217](https://twitter.com/tjukanov/status/1130481172151177217) actual finland gis data is at [https://www.hel.fi/helsinki/fi/kartat-ja-liikenne/kartat-ja-paikkatieto/Paikkatiedot+ja+-aineistot/avoimet+paikkatiedot/](https://www.hel.fi/helsinki/fi/kartat-ja-liikenne/kartat-ja-paikkatieto/Paikkatiedot+ja+-aineistot/avoimet+paikkatiedot/) Dublin [https://data.gov.ie/dataset/trees](https://data.gov.ie/dataset/trees) If you know of any other such datasets post them below? I noticed this as someone on /r/computervision was looking to detect trees [https://www.reddit.com/r/computervision/comments/br497u/need\_some\_suggestions\_for\_tree\_detection/](https://www.reddit.com/r/computervision/comments/br497u/need_some_suggestions_for_tree_detection/)",not_spam "I am trying to apply ML techniques to physiological signals. In particular I am looking for Chronic Obstructive Pulmonary Disorder (COPD) (emphysema, bronchitis etc). Unfortunately I am unable to find a dataset online. I tried physionet kaggle even UCI database yet no luck. Does anyone know of another database I could look at?",not_spam "https://github.com/YaboLee/reddit_crawler Solution One: Acquire data from public data. Solution Two: Acquire data according to subreddit. More detail is included in the Readme.md. Why not leave me with your star and comments and critiques? Note: Solution two needs your own reddit developed APP id & secret. **UPDATE:** I am sorry that this is really an immature experimental tool. There are many things I didn't consider, like the accurate API rules, JSON url, storage, continent...Thanks for your enjoyment, comments and critiques. I will try to revise it in the future! ",not_spam "I have this theory that global warming is caused more by the constant substitution of forests and grass for roads and concrete (considering that concrete heats up way more than grass). I really want to put this theory to the test by comparing heat and Km of concrete/road, in time series, and for various cities or countries. But I can't find datasets for the concrete part, anyone knows one?",not_spam "I need a dataset (csv preferrably) to train my machine learning model that may include 1 or 2 features like energy consumption, time etc and with the label being the respective price. Thanks.",not_spam "Hi everyone. I'm working on a project that requires looking at the performance of the S&P 500 through time. I'm looking for a dataset or even just a list of every company in the S&P 500 per year from 1980 to now. It sounds like something that would pop up in a pretty basic google search but it's been incredibly hard to find. Any help is greatly appreciated, thank you!",not_spam [https://leapsapp.analyttica.com/courses/overview/Predictive-Modelling-Logistic-Regression](https://leapsapp.analyttica.com/courses/overview/Predictive-Modelling-Logistic-Regression),not_spam "Hello guys, How can I get a Twitter dataset of tweets from the last SuperBowl? (for academic research)",not_spam Are there any publicly available datasets that show SAT scores and GMAT scores side-by-side? ,not_spam "hello all, im making a model measuring net exports. what do you think would be some good variables, dummys, interactions, etc. to include in my mode. Thanks",not_spam "Hii Redditors, For a school project I'm looking for a large dataset that has interesting features to visualize in Tableau. Can anyone recommend me any sources (or even datasets) that I can work with? Any tips on what to pay attention to in regard to dataset features are also greatly appreciated! Thanks a lot from a beginner in data visualisation",not_spam "Hello all! I would like to ask if anyone knows any data set publicly available, which is a good case for a data integration exercise. Ideally I would like something that exists in more than one formats in any domain. For example in tourism industry we may have a dataset with the Hotels in Germany provided in a csv file and the hotels in Italy provided via an API. The idea is, that the participant will get the datasets from their respective sources, unify and prepare them for some data science tasks (e.g descriptive analytics). Thank you!",not_spam "Hi r/datasets, Starting December, we ran a $25,000 data bounty to wrangle US Presidential Precinct-level results. The bounty ended yesterday. We think we have created the best open US Election precinct level database. https://www.dolthub.com/repositories/dolthub/us-president-precinct-results Here are some of the highlights: * 15.5M cells edited. 1.7GB of data collected * [All 51 ""states"" covered for 2016](https://www.dolthub.com/repositories/dolthub/us-president-precinct-results/query/master?q=SELECT+COUNT%28distinct%28state%29%29%0AFROM+%60vote_tallies%60+where+election_year%3D2016%0ALIMIT+200%3B%0A%0A%0A%0A%0A%0A%0A&active=Tables). [38 states covered for 2020](https://www.dolthub.com/repositories/dolthub/us-president-precinct-results/query/master?q=SELECT+COUNT%28distinct%28state%29%29%0AFROM+%60vote_tallies%60+where+election_year%3D2020%0ALIMIT+200%3B%0A%0A%0A%0A%0A%0A%0A&active=Tables). * [100% of the vote covered for 2016](https://www.dolthub.com/repositories/dolthub/us-president-precinct-results/query/master?q=SELECT+sum%28votes%29%2F136669276%0AFROM+%60vote_tallies%60+where+election_year%3D2016%0ALIMIT+200%3B%0A%0A%0A%0A%0A%0A%0A&active=Tables). [78% for 2020](https://www.dolthub.com/repositories/dolthub/us-president-precinct-results/query/master?q=SELECT+sum%28votes%29%2F159633396%0AFROM+%60vote_tallies%60+where+election_year%3D2020%0ALIMIT+200%3B%0A%0A%0A%0A%0A%0A%0A&active=Tables). * 75 Pull Requests (PRs) accepted across 6 bounty participants. * Top bounty participant earned over $10,000. Read more in our blog about it: https://www.dolthub.com/blog/2021-02-15-election-bounty-review/",not_spam "Is there an emotional classification dataset available? The dataset probably contains common emotional categories: anger, fear, disgust, etc.",not_spam It would be great if I was able to search a user how many retweets and favorites a particular tweet got.,not_spam "I am performing sentiment analysis using this dataset, and I headed to Kaggle to pop open a Kernel and do some analysis. But, after searching Kaggle, I was unable to find the IMDB Movie Reviews Dataset. Actually, I think I came across a few, but they were not in a friendly format. So, I decided to upload this dataset myself. Here is a link to the dataset on @Kaggle: [https://www.kaggle.com/iarunava/imdb-movie-reviews-dataset](https://www.kaggle.com/iarunava/imdb-movie-reviews-dataset) No need to unzip and stuff! The path is './../input/aclimdb/aclImdb' And this contains the train and test directories, and all other samples and files that come with the dataset! Go! Pop up a Kernel! Link to original dataset: [http://ai.stanford.edu/\~amaas/data/sentiment/](http://ai.stanford.edu/~amaas/data/sentiment/) Hope you find this useful :) My first post here! Great community! Love it here :)",not_spam "I'm searching for a huge quantity of well-written sentences (with no grammatical errors), that preferably don't have factual information such as dates, names or events. So potentially they could be merely descriptive, and if possible, available in languages such as French, Spanish, German or similar. Thanks in advance.",not_spam "I am interested to have a huge list of companies around the globe. I have seen crunchbase, Wikipedia and other websites but none of them grouping a huge list where I can get all of them. Do you know a place, link, repository or dataset where I can get that list? From the company, I am looking for: name, country and any way to communicate with the business. Highly appreciate any help on this!",not_spam "I've always wanted to have a job that helps others, in the cliche humanitarian way. However, I have never been able to find an opening. I am starting my senior year as an undergraduate physics student, and I am a little uncertain about my future career options. If I am accepted to graduate school next year, I should have time over the course to develop ample skills for working with data. Do these types of projects exist? If so, where can I learn more? --- Thank you for your time and any information!",not_spam Are there any shape files available for the new Supreme Court mandated map yet?,not_spam "I'm interested in finding a dataset of places (possibly indexed by ISO names/numbers) with alternate names (local names, acronyms, historical names, etc). Example: Beijing/Peking or North Korea/Democratic People's Republic of Korea/DPRK. Any help would be much appreciated! **edit:** Since posting this, I came across [GeoNames](http://www.geonames.org) which seems in have a ton of useful geo data, including comprehensive alternate place names. Updating with my findings in case this helps anyone else.",not_spam "The dataset contains more than 1 million meticulously cleaned up and preprocessed recipe ingredient lists. [**Download**, more information and **original sources and credits**](https://dominikschmidt.xyz/simplified-recipes-1M/) [I also trained a neural network on this dataset to improve existing recipes, **see the results here.**](https://dominikschmidt.xyz/recipe-net/)",not_spam "**UTD19 is a large-scale traffic dataset from over 23'541 stationary detectors on urban roads in 40 cities worldwide making it the largest multi-city traffic dataset publicly available.** [https://utd19.ethz.ch/](https://utd19.ethz.ch/) In total, we detected almost 5 billion vehicles covering a combined time span of 3.8 years in over 40 cities incl. London, Tokyo, or Zurich. The UTD19 traffic data that we collected at the Institute for Transport Planning and Systems - ETH Zurich and the CITIES Center for Interacting Urban Networks - NYU Abu Dhabi is free for all research use. You only have to sign up, agree with our conditions, and you are allย set.",not_spam "I want a movie scene where a man is looking out of the window. Is there a way i can search and find for this particular movie scene and get answers? &#x200B; Thanks and please help.",not_spam Something like this: [https://www.merriam-webster.com/assets/mw/static/pdf/help/guide-to-pronunciation.pdf](https://www.merriam-webster.com/assets/mw/static/pdf/help/guide-to-pronunciation.pdf) but in sound form.,not_spam One for modelling insurance rate brackets. Based on locations/age/vehicle etc. Thanks in advance.,not_spam "I'm looking for data sets that record if care is received within or outside the Golden hour (the hour from a patients injury) and that also record the outcome of the patient after care (e.g., discharge, mortality, etc.)",not_spam "hi, my project is to create sql injection detection using machine learning. I need some data set for SQL injection tautologies only. If i can't get the data set, can you give tips how to generate dataset my self?",not_spam I've looked at the US Census Bureau and Bureau of Labor Statistics site with no luck. Either I'm not looking right or they've hidden it really well. Does anyone know where I can find reliable data on this? I need the data for a research paper that I'm doing. Thanks.,not_spam I am an undergrad student researching the effects of minimum wage on mental health and I was trying to find data on mental health but I couldn't seem to find any by State as the minimum wage changes in the state-level. If you know of any please let me know thank you!,not_spam Hello Guys. I urgently require data set (resistance values) for hand gesture recognition using flex sensors.,not_spam "Seems like something so simple, but I'm having a hell of time finding such a dataset.",not_spam "I was tasked with curating, creating, managing, organizing, ""hoarding"", internal, public, generated etc. ,datasets for machine learning, analytics, purposes. Would like to be able to make the datasets available, searchable, and somewhat organized. 1) Are there any currated lists of locations, sources access, source locations, of datasets and where to get them? So for example, anything that has a full list of just about every time of dataset that you could think of from twitter, to geography data, videos, audio recordings, census data, statistics data, etc etc. Almost like a curated /r/datasets with links, sources to everything. 2) What I am also looking for is a way of managing these datasets for internal datasets (along with public datasets). What I am looking for is tools, applications, software, or techniques for managing, organizing and making these datasets searchable at a high level so further analysis can be done. So for example, if someone is looking for tweets (maybe between in a certain set of dates, but at a minimum the dataset) and weather forecast data, they could search for twitter, find their information, grab or use it in place, and then search for weather forecasts and find that information. We plan on having anything from images (machine learning datasets for validation and training), text (twitter, csv), video (cctv, not rips of movies), weather and geography, land plots, weather forecasts, weather information, traffic data, for the most part almost anything. What we feel we aren't interested in is having all versions of Ubuntu linux ISOs ever released. So what are you using to organize and manage your datasets? We have hardware and network infrastructure. But just about anything other than that is free game. Thanks!",not_spam "I am looking for data on companies that make 10 to 100 million in a year. I would also want to know their locations. Someone told me the IRS would have this. But is this public? If so, where can I query this kind of data?",not_spam I need satellite imagery dataset for crop identification and yield analysis.,not_spam "Would like to wrangle and create a dataset based on speech topics. These speeches are all available in text form. Any ideas on unbiased approaches to finding a primary topic and maybe a couple secondary topics on these speeches? Is this basically a human task and just have to trust the person coding the topics? ",not_spam "For a university project I am looking for a dataset or other resource that has a list of URLs of articles about false health news. This can be anything from false health advice, ie, ""rub dog food on your face for the perfect complexion"" to the more serious ""drink salt water to prevent ebola."" I need as many fake articles as I can get, and if possible, the refutations of the fake articles as well. Many thanks if a resource like this is available. If not I'll be sure to post what I put together by the end of my project. ",not_spam "I am looking for faces and the same faces drawn in an anime style. I don't need a lot, 50 would already be enough. The alternative is for me to draw them, which I'm trying to avoid. If anyone knows where I could find at least some please tell me.",not_spam "Does anyone know where to find, or does anyone have, depression rates by year by age from 2000-2019. Example: Year 2010- Ages 25-34 14.7% had or has depression or reported having a depressive episode??",not_spam "Particularly looking for 9mm, but anything is awesome. ",not_spam "I am a master's degree student working on a project in econometrics, looking to study the effect of covid 19 on tourism. in order to so, I need flight data, data on the number of flights that were done every day, for the last 2-3 years. where can I find such data?",not_spam "Looking for Data on US state government debt and deficit to compare the 50 states etc. Something recent and verifiable etc.",not_spam "I'm looking for data on US car aftersales market such as customers buying accessories, going for maintenance, customer satisfaction reports, etc. Any help greatly appreciated.",not_spam "Are there any publicly available datasets of deepfake images and videos, possibly of a large and varied distribution of faces. The few datasets i found on kaggle were too narrow, in the sense that they would be unable to encompass the whole length and breadth of human faces on the planet. My team is looking for a mid sized dataset. At least containing some 30k images. Any clues?",not_spam "Just curious about the Stats of like the post 3-20 years, if the net sum of vaccinations (per citizens ?, cause you have to factor in population growtg) has gone up or down.",not_spam "Hello, I was wondering where I can find datasets about cyber attacks, I got an assignment and I need to visualize data. Anyone knows some good resources? Thanks in advance!",not_spam "Thought you might be interested in this story. I didn'/ know about this database until the legal case. How an epic legal battle brought a secret drug database to light https://wapo.st/2MybUkx",not_spam "For eg, can i use the Titanic dataset? Really confused - since i wont be reproducing or distributing the data.",not_spam "Hey Looking for a dataset of actors who have starred in remakes of other movies. The dataset I am looking for would have information of - - name of actor in the remake - name of movie (remake) - name of the actor in the original movie - name of the original movie Preferably Hollywood. I am aware of IMDB dataset, though I don't know how to filter the entire dataset just for movie remakes. Any ideas?",not_spam "Looking for this for a research project. I think the NFL keeps stats on this for contract reasons, but I cannot find where/if they publish the data. Thanks for any help",not_spam "Hi, I have been looking for the IIT CDIP 1.0 (Illinois Institute of Technology Complex Document Information Processing Test Collection, version 1.0) for months. The original [link](https://ir.nist.gov/cdip/) is invalid now. I tried to email [the author](https://www.researchgate.net/publication/221299542_Building_a_test_collection_for_complex_document_information_processing), yet got no response. It was provided for TREC 2016, but surprisingly, there is no track of it anywhere. Could someone who has one copy could provide a valid link for it please?",not_spam Anyone know of such a dataset?,not_spam How I find stubble burn dataset.,not_spam "The price of oil is falling dramatically. The price of gas not so much. Does anyone have comparative stats for both? Bonus if the gas prices are Canadian. Thanks,",not_spam "I've been looking around for an API from which I can gather a lift of all of an artist's releases and their songs and collaborators on those songs. I've been using Discogs but the data on collaborators is patchy at best. Does anyone have any good alternatives? (preferably free) ",not_spam "The Pascal Visual Object Classes dataset is a well known dataset of natural images for classification and object detection, however the website to download the dataset seems to have gone down recently: http://pascallin.ecs.soton.ac.uk/challenges/VOC/voc2012/index.html Does anyone know of a mirror somewhere? Google has failed me so far.",not_spam "I'm looking for something that's relatively standard across all states. I know I can pull the data from each state individually, but I'd prefer not to have to do that.",not_spam "Of possible interest. Scraping a public website without the approval of the website's owner isn't a violation of the Computer Fraud and Abuse Act, an appeals court ruled on Monday. The ruling comes in a legal battle that pits Microsoft-owned LinkedIn against a small data-analytics company called hiQ Labs. [https://arstechnica.com/tech-policy/2019/09/web-scraping-doesnt-violate-anti-hacking-law-appeals-court-rules/](https://arstechnica.com/tech-policy/2019/09/web-scraping-doesnt-violate-anti-hacking-law-appeals-court-rules/)",not_spam "Hello good people of reddit, can you provide me with some sources to Single Cell RNA-sequencing datasets? I'm quite new to this and not exactly sure where to look for these kinds of datasets. Thank you!",not_spam "I'm doing a project on analyzing the water quality of major cities in the US for a class. I've found data for NYC that I've linked below. [https://data.world/city-of-ny/bkwf-xfky](https://data.world/city-of-ny/bkwf-xfky) I also found a website where they show the contaminants for all cities but I'm not able to figure out their source. [https://www.ewg.org/tapwater/](https://www.ewg.org/tapwater/)",not_spam "Hello all, I have a week off and wanted to do a quick RPA project, mostly for the COVID-19 pandemic, but can be for anything. If anyone needs a specific dataset that needs to be scraped, gathered, or organized in some fashion, comment it below! &#x200B; **Update:** So I did some research today and concluded that I will attempt to do 2 of the most requested datasets this week, time permitting and prioritized as follows. 1. Coronavirus daily cases count per country, updated daily. Might upload to a GitHub for it unless we have another suggestion for that. 2. Instead a strict data set for someone yawning for example, Im going to be looking into building a solution that can easily mine data of whatever type of picture using google images. While this may lead to some junk in the data, I believe the dynamic / generic value of the bot will be greater. I can distribute a how-to-guide on using the bot, and ways to improve the data it mines. If anyone has any other suggestions, please feel free to comment. If either of these fall through, I will be working on a dataset for the environmental or social factors to compare the impacts of covid. Thanks for all of the awesome ideas! I will look to post the links here. Also thanks for the award! **Update 2:** I have mostly been working on the generic solution to data mining desired pictures, however I also created this repo with the initial upload of COVID-19 cases. If anyone has any suggestions, please let me know. I will be working on a way to collect older daily data, though I plan on updating this every night at 9PM EST, which will represent that current day's case count. That can be found here: [https://github.com/Ryzen120/COVID-19\_Daily\_Cases](https://github.com/Ryzen120/COVID-19_Daily_Cases) **Update 3:** Discontinuing my daily case project, as I found this. [https://ourworldindata.org/coronavirus-data](https://ourworldindata.org/coronavirus-data) \-> Chart -> Data -> Download csv. I am still continuing on the picture mining bot.",not_spam "I'm helping my girlfriend in her schoolwork and she is trying to propose an app that would allow people to make small personal loans in a responsible way (with simulations, etc...) She needs to quantify what is the target market sector, it's size and potential, etc... I told her I would try to help her find data but I don't know where to start. I was thinking maybe a data set that would show people's saving per age group and stuff like that would be helpful. Does anyone know of a respected data set that she could use? She is a student at University so can be behind a paywall, and European data would be nicer but anything would be ok. I can only seem to find retirement ads or data for euro countries without splitting the age groups. Thank you so much in advance for any input.",not_spam "*(for reference:* [*https://www.reddit.com/r/datasets/comments/elda2w/what\_do\_you\_call\_a\_group\_of\_data\_scientists/*](https://www.reddit.com/r/datasets/comments/elda2w/what_do_you_call_a_group_of_data_scientists/)*)* CLUSTER is your winner! I really wanted kaggle gaggle to win but the people have spoken. Thanks to all who have participated! Check out the rest of the results here : [https://greatexpectations.io/blog/datasci-counter-poll/](https://greatexpectations.io/blog/datasci-counter-poll/)",not_spam "Hello guys, I'm trying to create a text dataset of english texts of any length that has the age of the author as a field. Do you know any good websites I could scrape or feeds I could use? I was hoping on feeding on the tweeter stream but realized it doesn't give the age of a twitter user :/ Any advise is welcome, thank you! EDIT: I can't even find some nice forum that displays the age of the poster... Anyone know some?",not_spam "Hi, I'm trying to find a dataset for the CT scans of COVID-19 cases. So far, I've seen this [paper](https://www.medrxiv.org/content/10.1101/2020.02.14.20023028v3.article-metrics) use the dataset to train a classifier, but the link to their [data](https://ai.nscc-tj.cn/thai/deploy/public/pneumonia_ct) doesn't seem to work. Does anyone have any links or ideas to access the data webpage? Thanks.",not_spam Looking to conduct a research on minority owned banks amd their effects on surrounding areas and their people. Need data on the county level to do a DiD regression.,not_spam "Hello everyone, the datasets should have the following information: * Name of the movie * Description * Category * Image (this will be awesome) \[OPTIONAL INFO\] * Duration * Ranking/Classification (like IMDb) * Film Director * Actors Beforehand, have a nice week and thank very much. It will help a lot if you can provide me with those datasets :).",not_spam "Where can I find the identifiers such as age, sex, risk factors and location of each patient when I analyse the sequence.fasta file of Covid protein sequence?",not_spam "Hi,can anybody tell me where I can find a valid URL for downloading the ImageNet datset. The offcial webpage states that the dataset is currently not available",not_spam "I'm doing internships and I have to use a word2vec model for searching some diseases for doctor. Right now I'm trying to build an accurate model, and for that I'm taking a lot of papers about medicine from PubMed. But my problem starts in papers written in 2 columns, with words cut in two because of the lines (example: ...in a big ci- (next line)ty... ) so I don't if there are some typical ways to approach this kind of problems or an easy way to preprocess this kind of things. Today I discover Able2Extract and when I parsed the pdf to html I saw it created different kinds of types for each type of font, so I thought this could be a good way to deal with superscript but no with 2 columns because it puts all the lines wrong (it put first line of one column and then the first from the other column).",not_spam "The only site I found that shows the data is Statista, but that costs too much money for me. Also, if you have the number of TV households in the U.S. from 2010 to 2019, that would be great too. Please help.",not_spam "For my research, I'm looking for a dataset with images of parking lots taken from eye level. All I've found so far is datasets with elevated CCTV style images, whereas what I need is more along the lines of google street view. Does anyone know where I could find this kind of dataset?",not_spam "Brand new to this, facebook group pointed me in this direction. I've been on [data.gov](https://data.gov) and got some of the info I need for other parts of the project I'm tasked with, but I've hit a road block - this isn't my field of expertise, study, etc (I work in Immigration law, not databases, prgramming, etc). One of my bosses wants to be able to see all of the Visa Appointment Wait Times ([https://travel.state.gov/content/travel/en/us-visas/visa-information-resources/wait-times.html](https://travel.state.gov/content/travel/en/us-visas/visa-information-resources/wait-times.html)) in one place, to be able to view at will. But I'm struggling to find a dataset for this. I know other websites have been able to display this information, but not in a much better format than what's already presented (example: [https://visagrader.com/us-visa-appointment-wait-times](https://visagrader.com/us-visa-appointment-wait-times)). Looking for guidance on where/how to move forward. This is one of those instances where I just happened to bring up an idea and now am the one following through with no idea how to get there.",not_spam "I am looking for a list of Englands' boroughs/towns/cities by region (like greater london, south east, south west, yorkshire and the humber). Anyone know where I can find this, perhaps in an excel portable format? Thanks.",not_spam Domain does not really matter as long as graphs from some real world problems. ,not_spam "Hi there, I would like to analyze how different tactics and punches affect the outcome of the boxing bout. Does anyone have a dataset or resource where I can look for detailed amateur boxing statistics on fights and fighters? Things I am interested in: \- Amount of punches split by type - i.e. jab, cross, hook, etc. \- Amount of power punches; \- Punches landed; \- Knockdowns; \- Points scored during bout; &#x200B; Would be awesome to obtain something like this! &#x200B; Thanks!",not_spam "Hello! I want to build a dataset for game tag descriptions. Could you please spare a few minutes to fill in some of them? The idea is that a bot would be able to interpret game descriptions and associate it with game categories, for instance ""I would like to play a game where I drive a car"". Features that take place in each genre are also welcome as a description. If you want to write more than one sentece in one category, please use different slots. All descriptions must be in english and be short and simple. It is expected that everyone may have its own different description of a tag, this is perfectly fine. Even if you don't want to fill in all categories, it is fine if you write just a few. Please [use this spreadsheet](https://docs.google.com/spreadsheets/d/1GcUzNybWhbOk7z0FQO_tdEVI2M6h-sCEgDpDKoFbVV8/edit?usp=sharing) and do not modify other people's responses. Thanks a lot!",not_spam "Hello, i'm a computer science major in a data visualization class and I am struggling to get a data set for my final project. My interest is in running and the new Nike Vaporfly shoes. I found an application called Strava and it has soooo much data including self reported shoe data, but I can't figure out how to get other people's data. I know that it is possible because there was a article in the New York Times where they had that information. I know its a long shot, but maybe somebody has an idea of how to accomplish this. Even if someone has a dataset that can accomplish something similar would be amazing. Here is the New York Times article if anyone is interested. [https://www.nytimes.com/interactive/2019/12/13/upshot/nike-vaporfly-next-percent-shoe-estimates.html](https://www.nytimes.com/interactive/2019/12/13/upshot/nike-vaporfly-next-percent-shoe-estimates.html)",not_spam "I am working on a project where I need to be able to look up all the cities within a county. Does anyone know where I could find this data? I tried the US Census and Data.gov but had no luck. A paid service is fine too. Thank you.",not_spam "I'm a final year CS student, and I'm along with my data mining teacher, working on this ARM paper to present an improved ARM algorithm. That paper we have has used the EachMovie dataset and provided their algorithm results. We NEED that but I've been unable to find the original as it is being [cited as discontinued](https://grouplens.org/datasets/eachmovie/). A sparse version of it is available [here](http://www.gatsby.ucl.ac.uk/~chuwei/data/EachMovie/eachmovie.html) but when i view this dataset using pandas, it doesn't make sense, as the [original had 3 tables one per file](http://www.cs.cmu.edu/~lebanon/IR-lab/data.html) but this one is just combined into one with just 3 columns with numbers that don't make sense. The email for contact mentioned on this [site](http://www.cs.cmu.edu/~lebanon/IR-lab/data.html) for the dataset is now invalid, neither i can find a contact to that person. So if anyone has the original EachMovie Dataset or can help me get in contact with someone who has it, then the help will be very much appreciated!",not_spam Does anyone know of a dataset of images with a reference object of a certain size in the images?,not_spam "Hello, I'm doing a research on a machine learning project and I need passport photo dataset. My search did not yield any satisfying results. Anyone here know any such dataset or have worked with it? I've come across [this site](https://cyberextruder.com/face-matching-data-set-download/) but unfortunately dataset is not available for download. There were also papers that used similar dataset however they were all private. I got hold of NIST mugshot dataset, but again they are not really desirable. At this point, I'm thinking of collecting the dataset myself but don't know how to go around doing it. Anyone have idea?",not_spam "I imported V1 and V2 of the SQuAD dataset in Dolt for folks who want a SQL interface. [https://rajpurkar.github.io/SQuAD-explorer/](https://rajpurkar.github.io/SQuAD-explorer/) [https://www.dolthub.com/repositories/Liquidata/squad](https://www.dolthub.com/repositories/Liquidata/squad) V1 and V2 are on their own branches: [https://www.dolthub.com/repositories/Liquidata/squad/data/v2\_0](https://www.dolthub.com/repositories/Liquidata/squad/data/v2_0) [https://www.dolthub.com/repositories/Liquidata/squad/data/v1\_0](https://www.dolthub.com/repositories/Liquidata/squad/data/v1_0) V2.0 is a strict superset of V1.0 in terms of data. It seems they also removed some non-ascii characters like extra non-breaking spaces for V2.0. Quick tour of the dataset. The dataset is articles from wikipedia broken down into paragraphs. Each paragraph has a series of questions and answers associated with it. The answers also include the position of the answer in the paragraph text where the answer was stated. Some of the questions are impossible based on the text. These are marked as such. The paragraphs marked train have a single answer. The paragraphs marked dev may have multiple answers. These sometimes do not agree. According to the documentation ([https://arxiv.org/pdf/1806.03822.pdf](https://arxiv.org/pdf/1806.03822.pdf)), the questions in the dev set were answered by paid ""crowdworkers"".",not_spam Is there any free REIT dataset outhere,not_spam Direct .csv download link (open on PC or laptop): [https://pulse.cio.gov/data/domains/https.csv](https://pulse.cio.gov/data/domains/https.csv),not_spam "Does anyone have access to the **International Country Risk Guide (ICRG) โ€“ Political Risk Ratings** database? I only have access to 3B, but I need **4B** and **5B** for my research. Cheers",not_spam "Hi, I'm looking to collect data on the maximum duration of unemployment insurance benefits for each state, from 1967 to today. I'm hoping someone could point me in the right direction on the DOLETA [website](https://oui.doleta.gov/unemploy/DataDashboard.asp) of where I might find that data. So far I think it is in the ETA 218 or 5159 on [the data downloads tab](https://oui.doleta.gov/unemploy/DataDownloads.asp), but I'm not certain. Any help would be appreciated, thanks.",not_spam "Hello, there has been some articles about the average price of a new car now has passed 40.000 $ for the USDM. Here is one of the articles about it: https://www.cnet.com/roadshow/news/average-new-car-price-2020/ One of the car forums I use there has been a discussion about it, but the average price is not really helping the discussion. It seems like a median price would give a better picture of what is normally spent on a new car. Been googling around for this number, but just cant seem to find it. I keep getting articles about the average price!",not_spam "Like NSFW, Blocked, and normal subreddits and the percentages. By the way, this is my first post on this subreddit.",not_spam "I am a data analyst with specialty with language and image processing. But I need some data to create some projects that I hope can engage analytical minded people in real estate, whether it is for quality or safety of construction or for financial predictions for real estate investors. I have a lot of time on my hands to code up a dashboard, which can be used as a experience on my SWE resume. I just need to get some decent data. Can anyone help? Do you know or have any datasets that I can extract meaning out of?",not_spam "I am writing a book (free one) to teach new comers machine learning. So, searching for datasets which should be simple to teach how models work. And audience also can play with it. The data should be from a real-world. So, I will be glade to hear from all of you and thanks for the help.",not_spam "I just started researching data sets this morning so please easy with me here. What I'm looking for are new businesses opening up in Washington (specifically King and Pierce County). I want something that continues to update often, or when new businesses apply for their license. I have included a link to the site I frequent that is laid out in the exact format I'm looking for. Only problem with that link is it's limited to businesses from Seattle. There's a similar set I found for the city of Tacoma, but it doesn't provide contact information. There are sites like the Washington state Corporations and Charities Filing System that work great, but the information isn't as digestible. You're unable to export the information to Excel and still include all contact information. While I'm unsure if my request is reasonable, this would be extremely helpful and I'd be forever grateful! I'll include some of the parameters I'm looking for, and thanks in advance! https://data.seattle.gov/City-Business/Active-Business-License-Tax-Certificate/wnbq-64tb -Business Legal Name -Trade Name -Ownership Type -NAICS Description -License Start Date -Street Address -City -State -Zip -Business Phone -UBI",not_spam "Iโ€™m doing a project on infrastructure fragility in the UK, and was wondering if anyone was aware of a database of runway closures due to severe weather (or for any reason at all would be good as well). Also just infrastructure failures in general would be good data to have if you are aware of anything else that springs to mind. Thanks for any help anyone can provide! ",not_spam "I thought this could belong here. https://www.bfs.admin.ch/bfs/en/home/statistics/catalogues-databases/tables.html",not_spam "I was wondering if raised body temperature could be an early sign of an infection, even when I'm not yet consciously noticing it. This could, for example, be useful because fever is a very common symptom of COVID-19, so maybe measuring my body temperature every morning could give me an indication of when to be extra cautious (not going grocery shopping that day, etc.).",not_spam "I need some help finding a dataset. We can use any kind of data as long as following conditions are met: - not a very common set that is used for data mining examples - a continuous and binary response variable - many data points and many covariates (> 10) Thank you!",not_spam "Does anyone know if and where I can find betting odds data for the English premier league (not only home-draw-away, mainly interested in Under-Over and Anytime goalscorer)?",not_spam "I am looking for a simple list of food items, preferable sorted by category (legumes and fruits). I don't need processed food items like canned pears. I need the data to get a random fruit or legume for mocking some UI.",not_spam "I'm looking for Halloween themed datasets (or ideas) for a presentation next month. Some ideas have been monster movies descriptions or reviews, candy sales, ghost stories, UFO/Big Foot sitings, or just anything spooky. The presentation will be for a local software testers group. Multiple people will be presenting data science related topics including ETL processes, data exploration, story telling, and visualizations. We are still working on the itinerary, but we want to keep this fun and seasonal. ",not_spam Is there any sort of dataset that contains specific road information? I found general information on http://osav-usdot.opendata.arcgis.com/ but I am looking for much more specific data. I could aggregate google maps myself for turn angles but I feel that this data must already exist somewhere,not_spam "Does anyone know about such a dataset that is accessible for everyone? My plan is to use it to train a StyleGAN-model. Thanks in advance!",not_spam "*Note: I'm happy to explore other possible datasets that have a similar premise of task/worker assignment as well.* Hi, I'm currently working on a project that assigns the appropriate customer care worker to a customer care request/ ticket. I was wondering if there was a dataset that had the request itself (may or may not have other variables like urgency etc.,), the person who was assigned that task, and perhaps feedback on that worker's response. The closest I've found is the Apache Hadoop issues/ JIRA instance, although it doesn't have feedback, and I don't know if it only has 1000 instances because I'm only able to access it using [this](https://github.com/nkanak/advance-project-management-practice/blob/master/data/hadoop_issues.json) link. Thanks!",not_spam "I am currently working on a project to try and rank Countries/Ports based on how cheap they are to buy different vessel supplies from. By supplies I mean anything bought from local markets that a vessel may need. That can be Provisions, Deck Stores, Lubricants, Ropes etc. Ideally I want a dataset or website from which I can scrape data that directly compares local prices from different port locations on the same type of items. I need this to for example say statistically that Singapore is cheaper to buy Provisions from than Panama etc. *Any interesting dataset on shipping and port costs is also welcome and I would love to take a look at it.",not_spam "Hi All, I'm trying to track down any open data sources for the vitamin/supplement industry. I am primarily interested in sources focused on consumer expenditures in the US. I'm looking for a little bit more granularity around the category than the BLS Consumer Expenditure Survey offers. I am also looking into paid sources if there are recommendations for best sources there as well.",not_spam "Hi all, For a machine learning project I am looking for keywords dataset. Ideally I am looking for a single word in a row e.g Keywords Invoice Cloud computing SaaS business ... Search engine queries are welcome as well. I you have any other datasets with words, please share this as well. Thanks!",not_spam "Looking to see if this is available for free anywhere out of interest. Haven't had any look yet with data from the current 19/20 season. Specifically after spatiotemporal player positions and events",not_spam "Very long shot, I know. I'm looking for exogenous variation in access to gym facilities. I know gyms might open in areas where their clientele lives and more sporty people live in areas where gyms are. Anyhow, I'm looking for a dataset or suggestions on how to create one of newly opened gyms in Switzerland. Any suggestions much appreciated.",not_spam I have course project and we where asked to use any datasets that we want for prediction analysis (min 1000 sample & 5 features ) . It preferable if it was related to our work or future work. I looked at few online but I didn't find them easy to understand and this project worth 60%,not_spam "Hey guys, so I conducted an ANOVA test of some data and these are the results: PAIRWISE COMPARISONS [Q=TukeyHSD: *=p<0.05 **=p<0.01] [Red]vs[Brown] t(358)=2.85 p< 0.0046 Q=4.2810 [Red]vs[Blue] t(358)=4.11 p< 0.0001 Q=5.2718** [Red]vs[Yellow] t(358)=0.69 p< 0.4890 Q=0.9534 [Brown]vs[Blue] t(358)=6.58 p< 0.0001 Q=9.5529** [Brown]vs[Yellow] t(358)=2.17 p< 0.0308 Q=3.3276 [Blue]vs[Yellow] t(358)=4.71 p< 0.0001 Q=6.2252** But the problem is trying to figure out what it means. Is the Q meaning that since it is higher than the p value that it is significant? This is super confusing for me. ",not_spam "Hi guys, I'm a student and have a big analytics project as part of a final. I'm very good at modeling and post-processing but am a bit weak at pre-processing. In order to make sure everything goes smoothly I'd like to make sure I'm correctly identifying datasets attributes as numerical vs categorical. [Dataset (Google Drive)](https://drive.google.com/file/d/1ag3lAM-KbNjtwlXuMm8l6OkRwPRxI-lo/view?usp=sharing) I've highlighted the attributes as per the classification I believe they are: Green = Numerical Yellow = Categorical Red = Output **My big questions regard attributes Q6, Q7, Q35, Q36, & Q37.** **Q6**: I believe this is **categorical** because hours seems to be on a scale of \[less than 1 hour, 1 hour, 2 hours, 3 hours, 4 hours, 5 hours, more than 6 hours\]. If not for the scale (finite options for survey it would be continuous) **Q7**: I believe this to be **categorical**. While it's a number, it may be categorical as it seems to be on a finite scale of \[0, 1, 2, 3, 4+\] **Q35, Q36, & Q37**: I don't understand these attributes as they're responses to ""Do you have any kids? - Yes/No \_\_\_"". On the surface they appear binary (Yes, No) and thus **categorical** but the max values for these attributes are 6, 7 & 9 respectively perhaps indicating they are **continuous**. Perhaps you can infer what this really means. Perhaps it means for example ""Yes I have 6 kids that ride mountain bikes"". What really throws me is when a subject indicates they have kids by entering a value for Q35 and/or Q36, but simultaneously indicates they don't have kids by entering in a value for Q37. As of right now I'm going with **continuous** (numerical). Even a guess will really help me out. Thanks!",not_spam "Hi all, I've been searching for a while on my own to now avail - was wondering if anybody had all the PERSONAL/CAMPAIGN (not official) Twitter accounts for the current remembers of the US Congress and Senate? I am trying to do some social listening analysis for US politics but official Twitter accounts are often toned down to the point where it is hindering sentiment analysis. Thank you all in advance!",not_spam "Hello! My name's Jesulona. I'm a Mechanical Engineering and Robotics Engineering student at WPI. I'm conducting a study where I'll be developing a framework that will enable people to engage in manufacturing activities from home using automated systems (3D printers & CNC) with the end goal of bringing innovative products and services to the public. I'm sure you'd love to make stuff yourself at home! To further my study, I need your help filling out this quick, anonymous, survey. Thank you https://tyh8khkv1kj.typeform.com/to/q1bFDbr4",not_spam "So, I need images of products, goods of some kind, categorized if possible and with a price that makes sense. I plan to use it to make an online store website to practice programming skills. Thank you.",not_spam Not sure if it's feasible or not,not_spam "Hello all, I am looking for any data by detailed occupation ideally grouped by how someone would study for the occupation (lawyer, engineer, builder, electrician, pharmacist, primary school teacher, economist) but absolutely not fussy. This is all for a project where I am trying to see what the different outcomes are for different career paths. Its been quite a nightmare to find any datasets like this so any help is greatly appreciated. Thanks in advance.",not_spam "Hi, I wonder if there's any microdata sets about covid-19. Specifically household data sets include income, education and etc. data. I accept any country's dataset at this point or worldwide. If anyone know and help, I'd be appriciated. Thanks in advance.",not_spam I looked on my local municipalities website and all I could find were summarized reports,not_spam "For example, let 'deep learning' be the term I want to predict that the parent is 'machine learning' 2nd example, let 'corgi' be the term, I want to predict that the parent is 'dog' Is there any dataset available to do these kind of predictions? If not how can and should I go about achieving this?",not_spam "Would this be beneficial to anyone for research, etc?",not_spam "I'm looking for datasets that would show the prevalence of medical issues (esp. heart related disorders) for various different occupations. I have tried searching for this, but all I can find are workplace injury datasets, which is not what I am looking for. I want to look at disorders not directly related to any particular occupation or caused by the workplace environment.",not_spam "I'm working on a project that needs data of air conditioners' electricity consumption under various conditions. So far, I found a dataset on [Kaggle](https://www.kaggle.com/chillerenergy/chiller-energy-data) for Chillers and it's great. But I couldn't find any for normal split air conditioners or VRF systems. Any ideas where I can find some data? Thanks in advance.",not_spam I am looking to practice data analysis to answer business questions. Anybody know some good datasets that are easy to work with for a beginner to practice?,not_spam "Hey all! I'm doing research this summer and I need help finding some data. I need the most current data possible on average measurements for American females, aged ~18-30. I found [this data](http://www.cdc.gov/nchs/fastats/body-measurements.htm) but it seems a bit out of data, and I was hoping someone could find something a bit more recent. The parameters I am looking for include: * Height * Weight * Bust * Waist * Inseam Obviously I don't need all of these, but as many as possible would be lovely. I feel like this data should be easier to find, but I am having trouble. Can anyone give me a suggestion where to look, or find some current data for me? Thanks ahead of time!",not_spam I want to work on a fake news detection (or conspiracy theory) bot for Twitter / Facebook etc. The only data I have found so far is a few years old and I'm looking for some... can you help me,not_spam Ok so if you check government websites precinct level state legislature data is trash. I donโ€™t want to scrape tables. What is the most systematic collection of this historical data? Doesnโ€™t need to be complete. I want to build a 538 type forecast model but at the state leg level not us Congress.,not_spam "Looking for some historical indices grouped together by date so I don't have to effectively grab the historical for a bunch of different indices and merge them. ie. All S&P grouped together, or Bloomberg BackOffice, etc.",not_spam "Hi Everyone, Iโ€™m desperately trying to get income by zip code using the census data tables and Iโ€™m having 0 luck after hours of research. Can anyone sit down and show me how to pull this information from the tables please?",not_spam "Hi guys, i dont know if this is the right place but i dont know where to ask elsewhere. Excuse my poor english pls. Disclaimer: I dont know much about data and the specifics since i am just an Intern. My Boss tasked with looking for a provider where my firm can upload huge sets of data from experiments and in that database can directly use analytics, ideally from the same provider, to help them analyse their data. I already looked at MySQL, Azure SQl, AWS Redshift and Google Cloud. In my limited understanding they seem pretty good but i fear that i am missing good services that are just not as big as those named. So if you are using some of the mentioned services why would you choose them and why not? And are you maybe using other services that may be better then please tell me. Thanks a lot.",not_spam "[.Berkeley Open Sources Largest Self-Driving Dataset Every Data Scientist Should Download NOW] (https://www.analyticsvidhya.com/blog/2018/06/berkeley-open-sources-largest-self-driving-dataset-every-data-scientist-should-download-now/) Shared from my Google feed",not_spam "Hey folks, I already asked this in the /r/sna and /r/datascience subreddits, but I couln't find help there. I'm an undergrad student and I'm about to write my thesis, but I need help finding data that fits. The idea is to observe the evolution of communities in Affiliation Networks. To observe the evolution I need a network with timestamps on the edges. I googled a lot and couldn't really find an affiliation network with timestamps such as here: http://konect.uni-koblenz.de/ or http://www.barabasilab.com/rs-netdb.php. Does anybody here know other sources that might be worth looking at? I found several bipartite graphs with timestamps, such as for when a user listens to a song from a musician. My idea was, if can't find anything, to create out of this data an affiliation network of a user that likes at time t=0 the band XY and observe how/if this changes until t=1. The assumption is basically that a user isn't into a band anymore if they didn't listen to it in the next interval. In general this model is far from reality I guess, but it's a start. I could group the data in the musician model by genre and investigate whether there is a pattern to if/how the users change there music preferences. Such that: If a new musician/band appears, does the user still listen to songs they were before, to the exclusion of the new music, or do they keep track with what is popular/new at the moment? **TL;DR** Need Affiliation Network with timestamps on each edge for thesis",not_spam "Hello, I went searching online, like Kaggle, [theglobeandmail.com](https://theglobeandmail.com), and other websites that list public datasets. But I can't seem to find the dataset that's containing data on divorce rate being impacted by covid-19 (preferred to be US but could be national). Anyone know if such data set exists? Appreciated if you could post the data set or tell me the website where you found it under the comments. Thank you",not_spam "Iโ€™m looking to find a dataset that will allow me to model turnover of radiologists from one workplace to another. The ideal would be pre-2010 data, but any multi-year dataset would be helpful. Thanks in advance!",not_spam Does anybody here know any benchmark or good dataset for moire effect detection in images?,not_spam "Hello, I am trying to calculate the distribution of cryptopunks by attributes. To start I am looking for a dataset with ALL 10,000 cryptopunks by id, type and attributes. Any help and tips & tricks more than welcome. Cheers. Prost. PS: If anything is found I will share the dataset at the [cryptopunks, the shell edition project](https://github.com/rubycoco/blockchain/tree/master/cryptopunks) - for all. PPS: Searching the internet the best I found so far are some cryptopunks.json datasets (unfortunately, the start with 1 missing the first punk 0 and stop at 8999, thus, missing about a thousand; also it looks like the ""gender"" is male / female binary and missing aliens and such).",not_spam "Iโ€™m having trouble finding an up to date data set for the UFC. The APIโ€™s I have found are either closed or limited and the data sets were all scraped years ago from sites that no longer seem to have the same info. Specifically, Iโ€™m looking for data on every fight and fighter who has ever completed in the UFC. So wins, losses, ages, locations, etc. Any ideas? ",not_spam "Hosted by Citadel LLC and Citadel Securities in partnership with Correlation One, the Data Open is launching this season with the Summer Invitational Datathon, which will take place virtually this July! The Data Open challenges students from the world's best universities to tackle real-world social challenges in topics such as urban traffic, renewable energy, and education. Taking place between July 13th and July 20th, teams will have a week to work on their submissions, with the flexibility to showcase their skills on their own schedule. **Top performing students have the opportunity to win $25,000 in cash prizes, exclusive recruiting opportunities with Citadel, and global recognition.** **Who:** Undergraduate, graduate, Ph.D., and post-doc researchers **When:** July 13 - July 20 **Where:** Virtual **Prizes:** $25,000 + Exclusive recruiting opportunities with Citadel LLC and Citadel Securities **Here's the link to**[ **sign up**](https://www.citadel.com/careers/the-data-open)**!** **About Datathons:** Datathons are competitions for data-driven, analytically minded students. They are analogous to โ€œHackathonsโ€ for software engineers, but instead of building apps, contestants use real-world data to develop substantiate solutions to a socially impactful problem.",not_spam "Iโ€™m looking for year by year population statistics for US states before 1977. Current Pop Survey does this to a degree, but doesnโ€™t have data for Alaska before โ€˜77. Iโ€™m just looking for proportions of each state for age, race, gender. Iโ€™m happy to work with microdata and aggregate it if anyone know of CPS-type stuff.",not_spam "Iโ€™m looking for a dataset that contains the most popular songs, artists, and genres of music for the last 5 years at the county level. I havenโ€™t had luck finding this anywhere.... Iโ€™m not looking for user details, although a breakdown of these stats by gender and age would be nice. Iโ€™d prefer a dataset that contains streaming data, but radio stations could work too!",not_spam "Hi guys. I need to a dataset to the temperature of the world in CVS, so I'm searching only a file with the principal city for each country of the world, an example: \- Name City \- Longitudine (if is possible) \- Latitudine (if is possible) \- temperature average (or minimum and/maximum) &#x200B; Sory the stupid question. &#x200B; Have a good day.",not_spam "[People killed by police 1/1/14 - 12/4/14](http://anth.cipher-space.com/killedbypolice/) This is data I extracted from the [Killed By Police](https://www.facebook.com/KilledByPolice) facebook page, which I am not affiliated with. The page posts people that were killed by police. The data here is more comprehensive than what I posted a few days ago. Please note that the Killed By Police page's says: ""Inclusion implies neither wrongdoing nor justification on the part of the person killed or the officer involved. The post merely documents the occurrence of a death."" I have normalized the data by comparing it to the average annual number of murders in a state from 2011-2013, according to FBI stats. The numbers for 2014 are not out yet. So this data is 11 months of data compared to an average of the three previous years. That might make some stat heads shake their heads, I know. But with this I show what percent of a state's murders are committed by police. I thought that would be better than comparing it to population. More to come later. You may be more interested in the raw data that I share at the bottom of the page. I have two files: one for 2014 that is fairly clean, and one raw file of ALL the facebook page's posts.",not_spam "Dear Reddit users, I would like to inform you that my derived dataset on heart failure clinical records is now available on the University of California Irvine Machine Learning Repository: [https://archive.ics.uci.edu/ml/datasets/Heart+failure+clinical+records](https://archive.ics.uci.edu/ml/datasets/Heart+failure+clinical+records) Feel free to play with it!",not_spam "You know the kind you use to cook food. I did a futile attempt to scrape a recipe website but I failed. Thought I'd ask here before trying again. I would apprecieate any help! Thanks!",not_spam "I have been looking for sites to either webscrape this data or find any csv files, etc. I am new to searching for datasets and working with data in general. Would love some guidance on if there are popular **FREE** sites to get this sort of data from. After reading lots of random financial articles, I found this [site](https://www.usabledatabases.com/database/atm-locations-in-us/) \- but I do not want to pay $50 for it. Any help would be truly appreciated",not_spam "I'm looking for a database of resumes. I was hoping indeed.com would have a REST API, and they do, but only for job posting (not resumes/profiles). I think linkedin doesn't off much data (unless the profile users does an Oauth and gives you access). Does anyone know where to get resume data (preferably on sales people, b2b)? thanks!",not_spam "For instance, I want to find data in the advertisement industry. Specifically, I want to see how advertisements have changed over the years. First thing I always visit is relevant Wikipedia article and I assuming it would point me to the right datasets or websites. If not, I visit the national government websites and see if they track any relevant data. But if I still don't have anything, I am usually clueless. I do some random googling, but since it's so hard to find things when I don't know exactly what I am looking for, it becomes daunting. How do you guys go about it? Not just for advertising but for any domain?",not_spam I need the data for all hospitals in the United States,not_spam Paid sources also is fine,not_spam "Hey Dataset subreddit, We are looking for an individual that would be able to scrape info emails from given websites. This task shouldn't be that demanding I suppose. Please let me know at [jan.kucera@boundwell.io](mailto:jan.kucera@boundwell.io)",not_spam "I'd like to do a comparison, but I'm not sure where to start. ",not_spam Hi I have a dataset with US zip codes that I need to get the timezones for. I already tried R packages like zipcodeR but the issue is that even for those there are a lot of zip codes with missing geocodes/timezones. Has anyone had any better luck in finding another package or public dataset with a full accurate mapping of zip codes -> timezones? Thanks!,not_spam "Hello, i would like to apply yolo v5 with a dataset weapon like gun, rifle, katana,.... all sort of weapon. Anyone have an idea of it ? Please show me how to find it ! Best regard",not_spam One of the students I tutor canโ€™t find a good data set and I told him Iโ€™d help. Anything is better than nothing drop everything you can.,not_spam "Hi, I'm searching for a dataset to test my recommender system. I need something with real content, e.g. RSS articles/feeds, blogs... AND ratings (e.g. 1-5). I've found this link for reddit data http://www.reddit.com/r/redditdev/comments/bubhl/csv_dump_of_reddit_voting_data/ but it only contains user, link_id and rating. The downside is, that trying to crawl a huge amount of data from the reddit api is slow and btw against the api conditions. So does anyone know where I can get such data? Some social related stuff would also be great (e.g. a twitter or fb user rated this article...)",not_spam https://www.dataandsons.com/blog/List-of-Lists,not_spam I've listened to many debates and opinions on increasing minimum wage. Some say it'll destroy businesses. Some say it'll barely affect them. I'm yet to find a survey that polls minimum wage labor as a percent of cost of goods sold. Anyone have this? Thanks.,not_spam "Hi, I hope I'm in the right subreddit, if not I'd be thankful for any advice where to go next :D Sorry if my english is bad, it's not my first language. I'm currently writing my Masters in Geology and had a bit of a fuck up regarding my data. I lost all of the weather data from the Taza region of Morocco. I don't know how, but now it's gone. The problem is I can't seem to find the data online since I don't know where to look. It was from november 2009 to august 2012 and I got it ages ago from another student who no longer has a copy. Now to my question. Where can i find over 10 year old datasets of hourly air temperature and either hourly dew point or relative humidity. Thank you in advance for any help I get Edit: Thank all of you so much for helping me with all of your advices! I'm still figuring some of those websites out and sifting through them but I'm confident that I'll make it and find the data I'm looking for :D I never dared to hope to get such a great feedback from you. Again, thanks a lot for calming my nerves and ending my midnight panic attack.",not_spam Hey is there an API which shows which routes go to which specific terminal by airport?,not_spam "I'm working on a classification project and need genetic data that includes a DNA or RNA sequence and a positive or negative result, anything else is a bonus.",not_spam "So I saw a post on /r/dataisbeautiful yesterday about tracking daily ""happiness"" scores over a long period of time. I'd like to do the same thing but I'd also like to track other stuff like hours spent on computer, hours spent exercising/working/reading, how often i masturbate, and points earned on Memrise (language learning). The problem is all of those use different scales (although they're all daily). Happiness would be 1-10, hours spent doing something would be likely less than ~8, daily masturbation would be either yes or no, points earned on Memrise would be in the thousands, etc... If I wanted to combine all of these datasets as graphs to look at correlations, how could I go about it? I'm having trouble thinking of a system. Thanks for any tips! It's appreciated. ",not_spam "I am currently teaching an applied statistics course, and will therefore at one point also cover multivariate analysis. For this, I thought it could be fun to demonstrate the power of some of the techniques with real life data. Any suggestions for a dataset that would be interresting analysing would be highly appreciated. Also as a side note. I have heard rumors that there existed a dataset consisting of the answers to some seemingly random questions, together with the gender of the person replying. That if analysised with e.g. a BDT could give a quite significant separation of gender. ",not_spam "I am trying to create a heatmap using metro areas and population counts, but I need the lat-long boundary coordinates for each metro area so I can draw it as a layer on the map and color it accordingly. Does anyone know of a dataset containing this information? Edit: Here is a list of Metro areas and there is a lat-long associated with each, but it is not the boundaries: http://en.wikipedia.org/wiki/List_of_metropolitan_areas_of_the_United_States",not_spam [https://twitter.com/karim\_douieb/status/1235137396418760705](https://twitter.com/karim_douieb/status/1235137396418760705),not_spam I am looking for images of bacteria that could be used as training for a neural network. Around 500-1000 images would be ideal. Thanks in advance!,not_spam Looking for airport dataset with information departure time arrival time etc etc. Please help me out to find such a dataset.,not_spam " I'm new to machine learning. I wanted to use Linear Regression with Python to predict end of semester grades using the student's previous year grades. For example, I wanted to predict a student's Grade 12 results using their Grade 10 & 11 marks. I've looked at Kaggle and some sites on Google but haven't been able to find what I'm looking for. Any sources that might have enough data (class 10, 11, 12 grades / class 12 semester wise grades, etc.) would be greatly appreciated. I have a little experience with web scraping so even websites that might contain student profiles and marks will be amazing. Thanks a bunch for the help :D",not_spam "I'm working on a stats project to test some of the skills we've learned in class on a real dataset. However all the datasets I'm finding, while interesting, don't meet the assumptions of any models I've learnt to use. The ones I've found require more knowledge than I have to analyse (stuff like very skewed, very zero inflated continuous data). I'm looking for a biological/ ecological dataset with a normally distributed response variable that I can model with a linear model or linear mixed model, or some basic GLM like poisson or binomial in R so I can get to practice some of the techniques I've learned. Can anyone give me any suggestions on where to look, or even what sort of data might be relatively simple to work with?",not_spam "Hi, I have data of total non-performing loans (NPLs) for the US (from FRED). It is defined as โ€œNonperforming Total Loans (past due 90+ days plus nonaccrual) to Total Loansโ€. However, I want data of NPLs in the corporate sector and household sector. I canโ€™t find such data, I wonder if anyone knows where to find such data, or if it is possible to manually calculate NPLs for the corporate and household sector? Thanks in advance!",not_spam "Hey there, so for the ESA there is this beautiful [page](https://eumetview.eumetsat.int/static-images/latestImages.html) where one can find static links to the latest images at 0ยฐ and 41.5ยฐ. Is there anything similar for NASA images for North / South America?",not_spam "I am a researcher trying to recreate results from table detection/recognition papers from various sources, include ICDAR 2019. Most of the models have been trained on UW3, UNLV, ICDAR POD 2017, Marmot and ICDAR 2013 datasets. They are apparently publicly available, but the links for the mentioned datasets have been broken. If you have the datasets, please comment and post a link, or mention that you have it so that I can send my email address for you to send it directly. Thank you!",not_spam "Like in this paper: https://www.biorxiv.org/content/biorxiv/early/2017/12/30/240317.full.pdf I'd also be interested in a dataset for matching brain activity and hedonic tone (pleasure, neutral, pain).",not_spam I'm not able to find this yet.,not_spam "Results: https://easyupload.io/e7l57l So the Five Factor Mindfulness Scale is divided up between: * Observe * Describe * Act with Awareness * Nonjudge * Nonreact And I've measured the five factors combined into ""Mindfulness"" as well. So I mostly put out this questionnaire to get an idea of internal validity. The Five Facets are fairly distinct from each other, except that it seems that Nonreactive people tend to also be Nonjudging. A few of these questions are really weak. As an example, ""I am easily distracted"" only has four correlations greater than 30%, and only one greater than 40%: ""When I do things, my mind wanders off and I'm easily distracted.""--which is a similarly weak question. There definitely doesn't seem to be any reason to keep both questions. It's possible that this 39 item questionnaire could be shortened significantly without any real loss. I'll be using a shortened version in the future.",not_spam "I am wondering if there is any time series data of Canada or Ontario hospital data that includes data on number of beds, inpatient care, outpatient care, long term care, nursing etc. ",not_spam "I have a blogpost here about why determining the sex of an egg could be so useful. Basically you wouldn't have to annually kill billions of male chicks. [http://liveatthewitchtrials.blogspot.com/2020/10/detecting-sex-of-chicken-egg.html](http://liveatthewitchtrials.blogspot.com/2020/10/detecting-sex-of-chicken-egg.html) Does anyone have a dataset. Or access to chickens and willing to help make one of chicken eggs and their sex? There was a discussion here before about this issue. It is one I have been thinking about for a while [https://www.reddit.com/r/datasets/comments/eijh57/is\_there\_any\_dataset\_for\_nirvis\_near\_infrared/](https://www.reddit.com/r/datasets/comments/eijh57/is_there_any_dataset_for_nirvis_near_infrared/)",not_spam "To the best of my knowledge, this dataset doesn't exist yet. Also, I want to release my scraper cause why not. I think its a pretty good scraper and am proud of it :) &#x200B; Cross post [https://www.reddit.com/r/datascience/comments/du1j0g/i\_scraped\_a\_ton\_of\_data\_from\_a\_popular\_forum/](https://www.reddit.com/r/datascience/comments/du1j0g/i_scraped_a_ton_of_data_from_a_popular_forum/)",not_spam "Hi everyone, Does anyone know of a dataset containing data of employees answering survey questions in text form. I want to use this to do some aspect based sentiment analysis and to understand common themes being used in the text.",not_spam "Loans of $150,000 and above made by the SBA. Data released as part of oingoing FOIA request (see PDF note in the ZIP file) [https://sba.app.box.com/s/wz72fqag1nd99kj3t9xlq49deoop6gzf](https://sba.app.box.com/s/wz72fqag1nd99kj3t9xlq49deoop6gzf) This list has 661,219 business entities, many of which are clearly interconnected or franchises. Information does include business demographics such as business registration type and if it is a minority or veteran owned business. The loan amount is expressed as a range. It does NOT include the name of the principle owner or applicant. UPDATE: Some banks have already sold their loan portfolios to other banks or loan servicing companies, such as The Loan Source Inc. If you are looking at how much banks profited from servicing and selling PPP loans, one analyst suggested a 1.5% return.",not_spam "There are so many gender identity. Male Female Gay Lesbian Trans I want to know the global representation.",not_spam "I am having a difficult time finding a dataset with the following data points: * Part Number (more than 10 Part Numbers) * Defect Quantity * Defect Reported On (Date) Bonus data points: * Defect Responsible (Supplier or Production) * Supplier Name (if Supplier Responsible) Ideally the analysis is identify future part defects based upon historical data, so data based on more than a year would be great. I tried looking in Kaggle, and they have the Bosch dataset which doesn't met the needs for my request. Any support is appreciated. If you are able to find me the dataset that meets my request, I don't mind gifting a $20 Amazon card for this trade. Thank you in advance!",not_spam "Do you know of a dataset of book prices over time? Max Roser from ourworldindata was asking here [https://twitter.com/MaxCRoser/status/1387329348068331520](https://twitter.com/MaxCRoser/status/1387329348068331520) There is a table in Zander 2009 [https://brill.com/view/title/16726](https://brill.com/view/title/16726) but not the underlying data You hear stories about how Gutenberg reduced the price of a bible by X but I can't find actual data of the price of even the bible over time. It seems an interesting problem. A bit like Moores law can be followed back to mechanical relays price over time. Or the price of light can go back to candles. The price of information going back using book prices seems useful.",not_spam "I'm looking for datasets about social media usage by country and age. I'm gonna need datasets for facebook, twitter and Instagram for years 2012-2017. So far google has not been helpful. Thanks",not_spam "I'm interested in something that I can use or build where I can enter a stock symbol, and output the competitors listed in their API. S&P Capital IQ has this function, but it is far too expensive for what I need (as they have a multitude of other features). **Example** If you pull up the 10-K for Google ""GOOG"" like *most* companies there is a competition section. These vary in format between 10-K's but generally, it is headed under ""competition"" or ""competitors"" and then the entities are listed. From, [https://www.sec.gov/Archives/edgar/data/1652044/000165204419000004/goog10-kq42018.htm](https://www.sec.gov/Archives/edgar/data/1652044/000165204419000004/goog10-kq42018.htm) >General purpose search engines and information services, such as Baidu, Microsoft's Bing, Naver, Seznam, Verizon's Yahoo, and Yandex. > >Vertical search engines and e-commerce websites, such as Amazon and eBay (e-commerce), Booking's Kayak (travel queries), Microsoft's LinkedIn (job queries), and WebMD (health queries). Some users will navigate directly to such content, websites, and apps rather than go through Google. > >Social networks, such as Facebook, Snapchat, and Twitter. Some users increasingly rely on social networks for product or service referrals, rather than seeking information through traditional search engines. > >Other forms of advertising, such as billboards, magazines, newspapers, radio, and television. Our advertisers typically advertise in multiple media, both online and offline. > >Other online advertising platforms and networks, including Amazon, AppNexus, Criteo, and Facebook, that compete for advertisers that use Google Ads, our primary auction-based advertising platform. > >Providers of digital video services, such as Amazon, Facebook, Hulu, and Netflix. > >We compete with companies that have longer operating histories and more established relationships with customers and users in businesses that are further afield from our advertising business. We face competition from: > >Other digital content and application platform providers, such as Apple. > >Companies that design, manufacture, and market consumer electronics products, including businesses that have developed proprietary platforms. > >Providers of enterprise cloud services, including Alibaba, Amazon, and Microsoft. > >Digital assistant providers, such as Amazon and Apple. Thanks!",not_spam "Looking for a dataset of skills for a HR app I have an idea for. Havenโ€™t been able to find a real comprehensive one though. Looking for something that is more robust than just putting โ€œcommunicationโ€ as a skill. Looking for both hard and soft skills in the dataset. Thanks for any leads!",not_spam For example front end and ui tools/ devops/ containerization.,not_spam "Data scientists and enthusiasts of reddit, what is the best way to collect demographic data on the ongoing protests against police brutality and racial violence? Are you aware of any efforts that are already being made to record number of participants, demographic information, whether or not they have been arrested while protesting, etc? Would a mass survey be the best way?",not_spam I need a dataset that could be able to tell me a animal species population in a time period for my prediction but was unable to find any dataset in net. Any suggestions?,not_spam "Hi everyone. I'm looking human dataset that consists of taken at night images. I'm researching for 2 weeks, but I didn't find. Although there are many datasets for daytime images, I'm having trouble finding nighttime images. Also I'm looking for using in my job and most of dataset says that they are for non-commercial academic research purposes only. Thank you in advance for your help.",not_spam "I'm looking for a collection of all Reddit comments (and posts too, if possible) that was collected before June 2015. A subset of Reddit comments would work as well as long as the date range is substantial, e.g. June 2014 - June 2015. I know that several users have posted on r/dataisbeautiful with comment data but I'm pretty sure that was all collected at various times later than June. Also, apologies if this is the wrong subreddit for this kind of request - just figured I would start here and look elsewhere if necessary.",not_spam Say for the last 30 years or so. Daily high and low prices of stocks. Is it possible to get such data? Preferably free or low cost?,not_spam "I'm trying to see how personal wellbeing changes with the seasons, but cannot seem to find any data sources that are monthly or weekly, only annual happiness changes. Any ideas? (preferably based in the northern hemisphere so my months and seasons line up, but any is better than nothing)",not_spam "I'm currently writing a project about electoral forecasting, and I keep seeing references to the ""Gallup political and economic index"" in academic papers from as recently as 2009. Unfortunately I can't any reference to it anywhere, apart from on Gallup's Bulgarian site (?!). I've done some extensive googling, and checked my University library website. Anyone have any info/clues? Thanks in advance!",not_spam "Hi guys, Im working on a modeling exercise for my class but I'm having trouble finding a fun public dataset that I can play around with. I'd prefer something fairly simple with lots of quantitative fields. Any recommendations or examples would be appreciated!",not_spam "A lot of data is inaccessible to the general public, and for good reason. Electronic health records are absolutely abundant, but due to the risk of identifying an individual and due to the culture/laws around health information (HIPAA). One company is looking to address this, [MDClone](https://www.mdclone.com/). Their technology links to large data pools and produces totally synthetic data. The data retains the same core statistical properties, but none of the observations represent a real person. For this reason, research using these data are generally IRB exempt and at some point it may be acceptable to make these data public facing. &#x200B; So, if you had free rein to analyze some clinical phenomena, what would it be? How would you like to see this technology used? I'll be more specific about the limitations, and say that spatial information is sparse because it is incredibly identifying. The core variables you have for analysis are medical diagnoses and procedures, time and basic demographics (Race, Age, Gender) &#x200B; Your thoughts are appreciated!",not_spam "I have some nice solar data I want to correlate against temperature data but everywhere I go seems to want to charge around 20-30 USD for data. All I need is the daily average or high/low from july to october this year. Does anyone know a free answer to my problem? Thank you for reading.",not_spam I'm looking for something focused on the non-profit space / donations (rather than investments),not_spam I'm interested in how well different transit systems are being funded.,not_spam "I'm not sure if this is the subreddit to ask, but I've had a look around and I think this is the right spot: I've got some data that I'm drawing on to a map (worldwide Aurora Borealis / Australis visibility). I'd like to overlay some cloud cover onto it so people can see how cloudy it is in their area. I can find plenty of APIs that show cloud cover for a particular location, but nothing that covers the whole world. Ideally I'd like an image I could overlay on my map, or a bunch of points and values that I could loop through and draw to the map. Does anyone know of a such a thing?",not_spam "Hi there, &#x200B; I would like to determine the floral composition of honey using machine learning for a little side project. I am looking for a reasonably sized dataset of pollen grains. I have found the \[[POLEN23E](https://figshare.com/articles/POLEN23E/1525086)\]( [https://figshare.com/articles/POLEN23E/1525086](https://figshare.com/articles/POLEN23E/1525086)) dataset, but it is quite small. Does anyone have an idea if there is a bigger pollen grain dataset out there? &#x200B; cheers",not_spam "There's been a lot of talk lately about agriculture data (taken about farming, plants, animals, etc.) and how it can be used to benefit the field. Does anyone know of any datasets, especially tabular ones, that fall in to that category? The bigger the better!",not_spam "Hi guys, I have a huge data set from the past couple of months with the price of cryptocurrencies off of CoinMarketCap. The CoinMarketCap data is every five minutes. I collected data between August and November. The data is in csv format. Let me know if you are interested in the data in another format. https://github.com/iamrobinhood12345/coinmarketcap_data",not_spam "Hello, I am trying to create a model in which has some connection to the weather. I look through kaggle and [data.org](https://data.org) but there isn't much data on california weather such as raining, sunny, the temperature, the wind. Can someone direct me to the dataset? Mainly Los Angeles to be specific.Thank you very much",not_spam "Hey r/datasets, I'm a PhD student in Math/stats and I'm doing some cluster computing NLP work for the next couple months. Specifically,I'm doing unsupervised text segmentation on (we'll say) news articles and I'd like to find some text that has already been segmented so I have a ""ground-truth"" to judge my model by. Just in case someone who reads this and has the dataset I'm looking for doesn't know what I mean, I'd like to have a dataset of documents where the documents have been cut into logical pieces based on their topics. Think about the front page of a newspaper, even if you concatenated all of the articles together a person could read through the long document and pull out where one article ended and another began just by the topics being discussed. I'd like a dataset that has the newspaper along with markers saying where one article ends and another beings. One of the nice things about algorithms is that they don't actually ""know"" the difference between domains so a genome annotated by genes or strings of random words grouped by topics works as well as real text. Although, to be fair,a big part of these models is context dependent so a dataset related to pop culture/entertainment would be awesome! I know I'm asking for a lot so in the interest of fairness, I'd be happy to give something in return. I've been published doing data analysis in astrophysics, epidemiology and genetics and I'm publishing a paper about SVM theory later this year so if any of those things are relevant to you (or if there's something else I could help with) lets make our own version of the reddit exchange!",not_spam "i'm looking for a dataset I can train a GAN on, thanks :)",not_spam "Hi, I am looking for historical interest rates in the United States since 1790s. Does anyone know if a dataset exists, or if I can stitch separate ones together. Thanks!",not_spam "Hey, I am making an elderly assist chatbot. The basic functionality would be basic interactions(Can be rule-based), giving the patients reminders, asking the user how they are feeling, and so on. I have been unsuccessfully searching for the relevant dataset. Any help would be appreciated as I am on a deadline. Thanks!",not_spam "Hello guys I am doing an college project on crop modelling and soil mineral sensing. Can you guys help me with databases or Available dataset related to the field. Thank you in advance.",not_spam "I need datasets that come in the form of a network, preferably where things are interacting in some way. Could be a graph of traffic lights (vertices) and the roads connecting them (edges), could be a social network of friendships, or something especially interesting like banks and who owns how much debt from whom. Anyone seen interesting datasets like this lately?",not_spam "Hello, I work as a Category Manager more a mid tier grocery chain. I wanted to see how COVID has affected people's shopping routines (i.e. time in store). Is there anyway to see peoples GPS locations? For instance, when I'm at the dentist for an appt my Google timeline will reflect that automatically without me having to check in. Does google make that data available on their API? I'm fairly new to data science so when i read the documentation I didnt see what i was looking for but maybe I just didnt understand. Thanks in advance for the help!",not_spam Does anyone know of a dataset of US ecommerce product brands? Something that can help build a NER model for grocery store brands.,not_spam "I'm especially looking for their demographic data over time to measure their membership retention. Thanks in advance!",not_spam "Hi everyone! Does anyone know, where can I find data on porn addiction and recovery? How fast does it take different people to recover, for example. If there is none, how would you suggest to gather it? Google forms? Big thanks.",not_spam "Hi, I am trying to create an application that estimates the amount of a specific vehicle in a general location. I haven't been able to find much, but any dataset that contains vehicle information (make, model, and year) and general location. The more specific the location the better. I was able to find some datasets that I retrieved from data.gov and they are from the State of Maryland. These datasets varied from car crashes, traffic violations, stolen cars, and towed cars. I would like more data, specifically from Colorado but I haven't been able to find any. The datasets that I get will serve as a sample for the application. I realize that this may not be the best approach and it will be inaccurate, but this is just to estimate the amount of a specific vehicle in an area so I'm not looking for it to be 100% accurate. Any help would be greatly appreciated. After extensive research, I found a database that includes many csv files which can be joined and queried to get the vehicle information by location from the National Highway Traffic Safety Administration. Here is the link: ftp://ftp.nhtsa.dot.gov/FARS/2015/National/",not_spam "I need to extract the triplets from a given utterance of a conversation. For example, I dislike rainy weather. Triplets ==> (Person1, dislikes, Rainy Weather). I basically need to extract structured data from conversations. &#x200B; The first task is determining the domain of the sentence (like Weather, Sports, Politics, Hobbies, Music, Movies, Profession, etc). &#x200B; Can someone point me the resources to get the corresponding dataset. (i,.e, Sentences related to preferences)",not_spam I'm trying to find a dataset of international flights but with recorded flight paths. All datasets I found so far include only source and destination but lack where planes fly. Is there anything like this?,not_spam I am looking for a dataset for my final year project. The dataset should include information about smokers and how stress induces cravings throughout the day. It would be really helpful if you can point me in the right direction.,not_spam "I'm looking for the data described in the title. Based on the prevalence of the NCI60 and the particular Agilent chip, I would expect this to be in one of the publicly available databases, but I've not been able to find it. If you happen to know where it is, please let me know.",not_spam "I'm sorry if this has already been compiled in part or in full somewhere already, I was thinking a dataset that had all the factors useful for deciding where to buy a home and settle down in the US would be a very, very fun dataset to poke through. Such a directory for other countries would also be interesting...But, with differences in government structure and the like between countries, I don't know if that would be the best data to couple together in any useful or advisable form. ",not_spam "Hello All, I just got done working over the the ICIJ OffShore Leak Database and need to tell you that it is a treasure trove of corporate and personal identity data. https://offshoreleaks.icij.org/ But... I want more! Do you know of any other similar kinds of data sets which map relationships between real world people, companies, and places?",not_spam "Hi r/datasets. Friendly fokks at DoltHub here. We launched a $10,000 data bounty to collect US school information, both K through 12 and Universities. [https://www.dolthub.com/blog/2021-08-18-schools-bounty/](https://www.dolthub.com/blog/2021-08-18-schools-bounty/) Lots of data already in but potentially more fruit left. At the very least, if you need a database of US schools in SQL format, we're here for you.",not_spam "I can not find any histological image dataset of thyroid gland available in the internet, any help please!",not_spam "Hi, I have updated the reddit comment dataset to include all comment files available on files.pushshift.io. (as always, thanks to /r/Stuck_in_the_Matrix for collecting the data in the first place!) Since I guess many people do not want to download all 300+ GByte again and again whenever a new chunk of data is available, I have split them into one torrent per year. This also makes it easier if one broken file slips by again. * [2005](https://cinnamon.dewarim.com/torrents/reddit-2005.torrent) (just 2005-12, 116 KB) * [2006](https://cinnamon.dewarim.com/torrents/reddit-2006.torrent) (45 MB) * [2007](https://cinnamon.dewarim.com/torrents/reddit-2007.torrent) (212 MB) * [2008](https://cinnamon.dewarim.com/torrents/reddit-2008.torrent) (618 MB) * [2009](https://cinnamon.dewarim.com/torrents/reddit-2009.torrent) (1.72 GB) * [2010](https://cinnamon.dewarim.com/torrents/reddit-2010.torrent) (4.4 GB) * [2011](https://cinnamon.dewarim.com/torrents/reddit-2011.torrent) (11 GB) * [2012](https://cinnamon.dewarim.com/torrents/reddit-2012.torrent) (24 GB) * [2013](https://cinnamon.dewarim.com/torrents/reddit-2013.torrent) (38 GB) * [2014](https://cinnamon.dewarim.com/torrents/reddit-2014.torrent) (53 GB) * [2015](https://cinnamon.dewarim.com/torrents/reddit-2015.torrent) (68 GB) * [2016](https://cinnamon.dewarim.com/torrents/reddit-2016.torrent) (81 GB) * [2017](https://cinnamon.dewarim.com/torrents/reddit-2017.torrent) (up to 2017-03, 23 GB) Please make sure to compare checksums with http://files.pushshift.io/reddit/comments/sha256sums Format is JSON per line, compressed with bzip2. Some scripts and tools for handling the data are available at [Github.com: reddit-data-tools](https://github.com/dewarim/reddit-data-tools). I am working on putting up the sentiment analysis data once it's been computed again. Edit: added submissions: * 2006-2007 is not complete yet. * [2008](https://cinnamon.dewarim.com/torrents/reddit-submission-2008.torrent) * [2009](https://cinnamon.dewarim.com/torrents/reddit-submission-2009.torrent) * [2010](https://cinnamon.dewarim.com/torrents/reddit-submission-2010.torrent) * [2011](https://cinnamon.dewarim.com/torrents/reddit-submission-2011.torrent) * [2012](https://cinnamon.dewarim.com/torrents/reddit-submission-2012.torrent) * [2013](https://cinnamon.dewarim.com/torrents/reddit-submission-2013.torrent) * [2014](https://cinnamon.dewarim.com/torrents/reddit-submission-2014.torrent) * [2015](https://cinnamon.dewarim.com/torrents/reddit-submission-2015.torrent) * [2016](https://cinnamon.dewarim.com/torrents/reddit-submission-2016.torrent) * [2017](https://cinnamon.dewarim.com/torrents/reddit-submission-2017.torrent) (up to 2017-03) ",not_spam "Does anyone know where I could find a dataset of C++ code samples, where each line or piece of code is labeled as ""bug inducing"" or ""not bug inducing""?",not_spam "[https://www.peopledatalabs.com/company-dataset](https://www.peopledatalabs.com/company-dataset) Disclaimer: This post includes/ promotes our company website. If you are looking for open sourced data on Global Companies, we have included over 7 Million with LinkedIn URLs, domains, company size, location, and more.",not_spam I'm looking for first name usage statistics by some country/-ies. Is there anything in open access?,not_spam "Seems everyone is throwing around these graphics that plot the live election results coming in, but it seems like the raw data is on lock down. Wondering if there is a reason for this?",not_spam "[removed] [View Poll](https://www.reddit.com/poll/osjpcu)",not_spam "Hi folks: Is anyone aware of a collection of vision/mission statements from companies? Thanks",not_spam "Hello everyone, I'm totally new to databases and I am having a very difficult time getting some good data I can easily import to phpmyadmin. I ideally need over 10k pieces of data and was originally aiming to get the data from IMDB or rotten tomatoes, but the data I've located from those guys is very difficult to get into phpmyadmin and when I do get it in there they have a bunch of useless information fields I would never end up using. Can anyone help me out?",not_spam "Aloha! I'm currently searching the web for datasets in the realm of social and economic inequality and having trouble finding a comprehensive set that I could use for OLS regression in R for an econometrics project. Any help is appreciated! Thank you!",not_spam "Is there a dataset of UI elements (like https://developer.gnome.org/hig/stable/ui-elements.html.en, and https://www.usability.gov/how-to-and-tools/methods/user-interface-elements.html)? I need to train a UI element CNN Classifier.",not_spam "I'm working on a chiller plant fault detection and diagnosis and looking for a model driven or data driven generated data set with both normal and faulty data. Most of the research papers that have done FDD with machine learning have used ASHRAE PR-1043 data set and it is no where to be found. Really appreciate if any one can guide me through finding me a valid data set. Thank you.",not_spam "I'm looking for datasets with nutrition data for many commercial food products (i.e. Lucky Charms, Monster Energy, Nutella, etc). I'm just thinking of the table on the majority of product packaging, usually it's called Nutrition Facts or Supplement Facts. Ideally I'd want all types of food but a dataset of just cereals or just drinks would be cool as well.",not_spam I'm looking fora meme caption detection dataset to train my EAST classifier on. Do you guys have any leads and links?,not_spam "Lately I've become interested in figuring out how much positive equity a typical long-term homeowner has in their home, in both high-growth and not-high-growth regions. For example, in California the law prevents property tax increases, enabling people to stay in their homes even as prices go up. I'd like to examine this a bit closer, and try to understand how much equity homeowner who purchased in the 80's in, say, Mountain View, have in their homes. &#x200B; So far the hard part of this analysis is not the existing home values... that stuff is everywhere. The challenge is figuring out how much of that value is eaten up by one or more mortgage. I believe I can do this one of two ways. One way would be a ""positive equity"" dataset. [Zillow has a great dataset](https://www.statista.com/statistics/460677/average-ltv-in-the-usa-by-state/) on ""negative equity"" but they don't include any numbers on positive equity! I'm not sure if this type of data exists, but it would be one way to do it. &#x200B; The other way would be a dataset that contained loan-to-value (LTV) ratios by zipcode, county, metro or some other geographical factor. The closest I've come to this is [an FHA dataset that contains bands of LTV](https://www.fhfa.gov/DataTools/Downloads/Pages/Public-Use-Databases.aspx) ratios by metro statistical area. The geographic detail is excellent, but the bands are sort of broad and I'd like to be more precise. &#x200B; I'll check back in tonight and tomorrow am if anyone has any questions. Appreciate any advice!",not_spam "What could be useful datasets or datasources for understanding problems and concerns in cities? So far, I can imagine datasources like Twitter or open311, but curious to hear if anyone has other ideas for datasources or datasets. Thanks!",not_spam "I am working or a personal project and would like to know if that possible to get the dataset or any way on scrapping the data for the past few months. I am trying to build a scrapper but no luck so far getting what I need. Any help would be appreciated. Thanks in advance.",not_spam "Where to find data on iq as it relates to demographic data like income, education, race, etc. I'm just making a model for a statistics class and was looking for where to find these data sets. Not for anything controversial.",not_spam "Because i want to try and make my own app to learn specific languages with good examples and correctness i would need some data for that e.g Vocabulary, Sentences. All i came across was a few words in this language and a few sentences here. Scraping from a dictionary would take a lot of time.",not_spam "If anybody sees any examples of awkward or insensitive marketing campaigns coming in from companies trying to capitalize on COVID-19. I'm trying to compile a dataset with company names and industries to see how common it is. Drop your data in here if you get a chance. [https://forms.gle/DjhJiAdVxnfM88xx8](https://forms.gle/DjhJiAdVxnfM88xx8) &#x200B; Link to the data as it comes in: [https://docs.google.com/spreadsheets/d/1OkiVMXApl4eqo9pEoK85wDAK-iWWaW38YAxadtAmh1A/edit?usp=sharing](https://docs.google.com/spreadsheets/d/1OkiVMXApl4eqo9pEoK85wDAK-iWWaW38YAxadtAmh1A/edit?usp=sharing)",not_spam I wanted to do an NLP operation on those texts to deduce the kind of actor in the TV series.,not_spam "## A dataset of the entire archive of The Times of India. The dataset contains images in three formats: 1. Only Text (CODE : T) 2. Only Images (CODE : P) 3. Combined (CODE : C) Files are separated according to their dates and named in the following mannner, **TOIDEL-2018-{MM}-{DD}-{PAGE}-{CODE}.png** Kaggle [TOIDEL JAN 18](https://www.kaggle.com/anudit/toidel-jan-18) [TOIDEL FEB 18](https://www.kaggle.com/anudit/toi-del-feb-18) Archive.org [TOIDEL JAN 18](https://archive.org/details/TOIDELJAN18) [TOIDEL FEB 18](https://archive.org/details/TOIDELFEB18)",not_spam "I am creating a PDF parser as my major project, would need some data set like openly available Letter of intents, sample quotations, MOUs etc for the training part. Still unable to find any data set like that. Any suggestions, please?",not_spam "Do anybody know where can I get the power consumption dataset for farmers of any region preferably india ? Along with power consumption, some socio-economic characteristic of individual farmer also is required.",not_spam "Anyone have any ideas as to where I can retrieve a list of military organizations (both domestic and international). I'm working on a classification problem that can identify military entities. Wikipedia has a list but they include corporations that are contracted by the military to make weapons, for example, and I don't want to include those. I also have a list of government organizations, but cannot isolate the ones that are military-affiliated",not_spam "Hi there I'm looking for a dataset that has monthly weather data for cities around the world. **For example, January-December:** * Average number of rainy days in the month * Average precipitation in the month * Average sunlight hours in the month * Average rainfall amount the month * Etc. Ideally I'd like a free-tier API where I could query cities (and would be willing to pay once my project becomes a bit more advanced). Thanks!",not_spam "Hi everyone, I'm looking for some county level census data (i.e. race, poverty, income characteristics, etc.) from 1980-1996, and on the censtats website I can only find data from roughly 2000 onward, and nothing in so nice a form as a table. Does anyone know where or how I could acquire something along these lines? Thanks a lot!",not_spam "Trying to settle a friendly debate with a friend about housing prices being affected by millennials unable to afford a home. I'd like to see if there's a downward trend in income over time in the young professionals segment. I've checked [data.gov](https://data.gov), but the datasets seem to take the population in aggregate and don't bucket by Age",not_spam "Hi all, Every coursera course I have taken has an introductory survey that asks some basic demographic information. Are there any datasets available that contain the results of these surveys? I'm looking to see which MOOCs have the highest success rates and whether there are any trends relating to demographic information.",not_spam "Hello everyone, i am doing a spark project on stock market data and news data. I would be really happy if someone can lead me to a news data. Thank you. &#x200B; I got this one: [https://components.one/datasets/all-the-news-2-news-articles-dataset/](https://components.one/datasets/all-the-news-2-news-articles-dataset/) from the other reddit post, if i could have more i would be really happy thanks in advance.",not_spam "I made a dataset using the top images of this month on r/aww It started as a simple side project to help animal shelters by measuring how ""likable"" an image of a pet is and thus increase adoption. I haven't finished it yet but it was the most fun I had making a dataset so far. It is available here: [https://www.kaggle.com/andrewmvd/wholesome-images](https://www.kaggle.com/andrewmvd/wholesome-images) Cheers",not_spam "I've got a good custom scrapper in python for the rental market in my area but I've been procrastinating on finishing the project. I need to validate every post manually and compare it to similar posts to flag reposts (but it's not all similar posts are reposts since management companies will often have near identical posts for distinct units) Is my only option to write a flask app if I want a nice visual data browser to go in and validate all my data? I already relate all similar posts during the scrapping so it just needs to display 1 post at a time from the list that have a false in the manually checked col. I need to be able to edit all the fields and view the saved pictures and it needs to display the list of similar posts somewhere on the screen with just the relation confirmed col editable. Right now the stapler saves to sqllite and the pictures col is a relative path/name but that can be changed if needed.",not_spam "Hi all, I am looking for some direction on zip code population segmentation, what resources would you recommend I look at? i.e. prizm",not_spam Hey everyone! I'm a newbie Data Analyst and as part of my curriculum is to create a SQ + Tableau project to analze a my company owned YouTube channel. I've access to YT studio but am having a tough time figuring out what to analyse! Has anyone worked on a similar task! Would love to hear from you :),not_spam "# [py_ball](https://github.com/basketballrelativity/py_ball) Introducing py_ball, a Python API wrapper for the stats.nba.com and data.wnba.com APIs with a focus on NBA and WNBA applications. You can download the module with the link above or [here](https://pypi.org/project/py-ball/). There are similar tools out there for accessing and analyzing basketball data, but py_ball adds both documentation ([here](https://github.com/basketballrelativity/py_ball/wiki) and [here](https://basketballrelativity.github.io/py_ball/_build/html/index.html)) along with a wide array of tutorials to make basketball analytics both accessible and approachable. ## NBA/WNBA Tutorials using py_ball - [Franchise history exploration](https://github.com/basketballrelativity/franchise_history) - [Live scoreboard](https://github.com/basketballrelativity/scoreboard) - [Shot, assist, turnover, and fouls drawn charts](https://github.com/basketballrelativity/location_data) - [Shot probability model](https://github.com/basketballrelativity/shot_probability) - [Draft combine data](https://github.com/basketballrelativity/draft_combine) I'm excited to hear any feedback related to the API wrapper or tutorials! I hope you enjoy it. Also, you can follow me [@py_ball_](https://twitter.com/py_ball_) on Twitter or [@basketballrelativity](https://github.com/basketballrelativity) for new tutorials or development!",not_spam "Hello, I'm looking for a large dataset (preferably over 150+ images) of pixel art character, but the characters need to have the same shape concept (round, or standing), i would even prefer if the image was only of the character's face. Does anyone knows any datasets or websites that would suit my goal ? Preferred size would be 24x24",not_spam I am looking for data on global Tesla car sales. I want to run a regression analysis on car sales vs stock price. So far the only data I can find requires a paid subscription to access. Any help would be gratefully received!,not_spam "Is there any dataset available for the number of capital punishments executed, listed by the ruler or empire/kingdom/country from 18th century afterwards?",not_spam "Looking for a standard dataset with 2016 House election results. OK if it's just for 2 largest vote getters. Not able to find something right now, other than having to write a web scraper (which I'm not good at) for here: http://library.cqpress.com/elections/search.php",not_spam "Hi, &#x200B; I'm a researcher interested in discrete choice modelling at market level, i.e., in situations in which consumer-level data is unavailable, but there is product-level data at the country or store level. In order to test the robustness of particular discrete choice models, I'm looking for publicly available datasets that include the following information at the product level (e.g., SKU or UPC): * retail sales volumes, * prices, * product characteristics (e.g., separate columns for flavour, sugar content, package size, etc.) I have found many interesting datasets that contain retail sales volumes and prices at product level, but they always lacked information about the physical characteristics of products (or the information was very poor). Interesting examples: * for new cars: [https://www.kaggle.com/dmi3kno/newcarsalesnorway](https://www.kaggle.com/dmi3kno/newcarsalesnorway) * for different consumer products: [https://www.chicagobooth.edu/research/kilts/datasets/dominicks](https://www.chicagobooth.edu/research/kilts/datasets/dominicks) I would very much appreciate any links to datasets that are similar to those listed above, but contain the product characteristics variables. &#x200B; Thanks! &#x200B; &#x200B;",not_spam "I'm building an open source platform for sharing machine learning datasets, as I'd like to encourage more people and businesses to share more of their data, plus make it easier to browse through datasets and get a quick sense of their qualities. Which leads to my question: Do you have any datasets you'd be willing to share? If so, I would be very happy to feature them on the front page of Datasets.co. Site: http://www.datasets.co/ Github repo: https://github.com/perborgen/data_hub All other feedback is highly appreciated :) ",not_spam "I'm trying to find a clear and reliable source for the most common occupations in the United States for every year over the last few decades and I'm amazed at how much of a struggle it has been. Maybe I'm just not cut out for hunting down data like this.",not_spam would there be any way to get public high school rankings (such as US news/Newsweek) in an easy to use format?,not_spam I could not find one on Kaggle and I could not find more information about the Pistachio Dataset,not_spam "I am facing the construction of a herbalism monograph database from scratch! I was tasked with providing this raw data for an online herbalism project. I have been unable, after weeks of searching, to find a raw database/spreadsheet. I understand this information could have taken someones entire career to compile and I would never want to belittle their work. I am hoping to find someone who is willing to share it freely (with all credit given to them for the information) or someone who can point me in the right direction of where to find it. Any advice or information on this topic would be extremely appreciated. Please let me know if you need any clarification on this question. I am looking for mainly: common name, Latin name, toxicity, usage, side effects, dosage... the more information the better!",not_spam "Hello, I don't know if this is a thing but it was worth asking. I just need to see if they is a website or app that shows which sneakers are hot and which are falling. Thank you and have a good day.",not_spam "I'm looking to buy a car, possibly used, and one of the major factors in my decision on which one to get is going to be the total cost of ownership over the time period I plan to own the car. There are plenty of websites out there that let you calculate the total cost of ownership of any particular model of vehicle, but all the ones I could find were heavily focused on new vehicles. (E.g. How much will it cost you to buy this vehicle new and own it for 5 years?) This doesn't help me, as I also want to consider the possibility of buying used in order to minimize the higher depreciation costs of the first several years of ownership. Ideally what I want to do is plot the historical average total cost of ownership of various car models over the lifetime of those vehicles, in order to find the time period where that cost is minimized. For example, suppose one model of car has a high cost of ownership during its first two years due to depreciation, then that cost levels off for years 3-5 before it starts ramping up again due to higher repair and maintenance costs. In such a case I would conclude that it's most cost efficient to buy that particular model of car used when it's 2 years old, own it for 3 years, then sell. I'd like to run this same calculation across many different makes and models of cars in order to find the ones where this period of minimal cost is lowest. (Then filter by other criteria of my choosing, such as which optional features each car possesses; though I'm comfortable doing that part manually with a few Google searches.) To accomplish this I need data; lots of data. Hence my post here. Does anyone know if detailed information on the ownership costs of various vehicles is publicly available? Or am I out of luck? (I suspect I am, but I figured it couldn't hurt to at least ask before I'm forced to give up and make my choice in a less data-driven way.)",not_spam "Hello, first time posting on this sub. I just discovered it and I thought I am going to like it. I am sorry if there's something in my post that breaks the rule, as it's my first time here. I am looking for astronomy related dataset, like I mentioned above. I've been looking for sources like SDSS or [GalaxyZoo Project](http://data.galaxyzoo.org), so some small dataset (>1 GB) if that's possible. Actually, I remember finding a dataset (spectral data) of galaxy classification which contain a lot of features (column) and at the end of each datum (row) there's the class of the galaxy (elliptical, spiral, or uncertain) and there are hundreds features I believe. The data is less than 1GB, so I was really interested. But when I tried to find it again recently, I can't seem to find it on the site. Maybe if you've got some other suggestion on data I can use or if you know how to find the data I've been looking for, I really appreciate it.",not_spam I saw an interesting youtube video and I'd like to double check some statements that it made/do a little of my own research. Anyone know where I can get data on salaries of Californians with additional factors like gender/race/age/years experience/other characteristics?,not_spam A hot topic is innovation. Is it slowing down? Is it going at a scary fast pace? I am looking for data on concrete metrics related to r&d output and other concrete features that may map to innovation over the last 80 years or so.,not_spam "The [""people of tinder"" dataset](https://www.kaggle.com/scolianni/people-of-tinder) has been removed from kaggle and I can not find a download link somewhere else. Does anybody still have it and could upload it?",not_spam More here: [http://omnisci.link/o71c60](http://omnisci.link/o71c60),not_spam [https://data.openup.org.ua/dataset/population-ukraine-sex-and-age](https://data.openup.org.ua/dataset/population-ukraine-sex-and-age),not_spam "I would hugely appreciate if anyone knows of a dataset or datasets of the number of outstanding shares for companies trading on North American stock markets. There are a ton of websites where I can get the information on a company-by-company basis, but I can't find anything better.",not_spam "In my work I process a lot of data about companies and organisations. I find it somewhat difficult to find reliable sources of data about business entities. So far I have been using opencorporats.com, SEC edgars, LEI registers etc. What other, open and subscription based, sources do you use?",not_spam "I want to do a test of a quasi-experimental model. Ideally the data I would test this on would have data that is: 1. Geocoded by city, or at largest state/province 2. Longitudinal with a 2-5 year gap being available 3. Based on individuals, households or businesses as the unit of observation. If that's not available, I would settle for a panel that is not longitudinal. I'm also open to data from any country. Economic, sociological, educational or health data sets would be nice, but I'm open to other areas. I had tried using the NLSY and PSID, but they all seem to have restrictions on their geocodes that I'm not able to access. Questions or comments welcome. Thanks! ",not_spam "Hi, Anyone has the data on the level of greenhouse gases emitted on a monthly basis. I do have for the year but I would need it for the months. Data for the whole world Thanks",not_spam "I'm looking into building an app that will need specifications for cameras based on a search. For example, a user can search for ""canon t2i"" and get information about the camera such as sensor size. Does anyone know of a dataset or API that offers this? Thanks",not_spam "I'm doing a statistics modeling project and I need to find a data set with at least 10 explanatory variables and at least 100 observations. Any suggestions? ",not_spam "Title says it all. I am doing some research into how the human pose changes when a person is concealing a firearm. So, I am preferably looking for a dataset of people concealing their firearms. I need a full-body photo or video footage of this. Because I'm using pre-trained pose detection, I don't really need any specific labelling, preferably just something to say whether they are carrying or not. Thanks in advance!",not_spam "Hi, I need a labeled Arabic dataset for software requirements (FR, NFR) if there is any, if not maybe an unlabeled one can help, please. ",not_spam As the title suggests I'm doing a project to find out how much deforestation has occurred by comparing images from a few years back to recent images. But I'm not able to procure the datasets nor am I able to figure out where to start the project from. Any help or suggestions would be greatly appreciated.,not_spam "Hi everyone, Are there any datasets on elections larger than 50MB? I'm interested in every congressional election, campaign finances, demographics, economy at that time etc. I have to choose a topic for my machine learning final project and am interested in this field. Thank you for your help! Also if there aren't any, pls recommend others! Best, Sam",not_spam "Hi all. I am currently doing a project on tattoo generation based on users' input (sentence/keywords). As I wasn't able to find anything decent online, I though I would give a try and ask if someone already has (or knows about) sth similar or related to such dataset? Ideally, every picture is annotated with keywords/tags/sentences. Thanks in advance :)",not_spam "I am looking for a huge data set(in tens of GB's) related to water, water-quality, water-sanitation, etc. Any pointers would be really helpful.",not_spam are there any datasets you know of that contain transcriptions of speeches or anything 'on the record' from either the us senate or house. i'd like to run key word searches that would show frequency by politician and other things. thanks! ,not_spam "[https://archive.org/download/AO3\_story\_dump\_continuing](https://archive.org/download/AO3_story_dump_continuing) [https://archive.org/details/updateablefanfic](https://archive.org/details/updateablefanfic) [https://archive.org/details/FanficRepack\_Redux](https://archive.org/details/FanficRepack_Redux) [https://archive.org/details/fanfic-meta-sqlite](https://archive.org/details/fanfic-meta-sqlite) [https://archive.org/details/fictionpress\_save\_01\_nov\_26\_2018](https://archive.org/details/fictionpress_save_01_nov_26_2018) &#x200B; I'm BACK! I've uploaded hundreds of gigs of fanfic from [archiveofourown.org](https://archiveofourown.org), fictionpress, and [fanfiction.net](https://fanfiction.net), along with a sqlite db of the metadata, for easy searching. Need a natural language corpus? there are probably better ones out there, but here's this one! in about a dozen different languages too! &#x200B; enjoy. EDIT: ao3continuing and updateable are compilations of datadumps I've had sitting around a while, ao3's are identical to the previous ones, with the addition of the newer dumps in one place. I made these as one stop shops for those 2 website dumps in the future.",not_spam "A friend of mine and I want to try out a combinational forecasting idea presented by our professor. We need to get historical information for a big group of stocks with some non-price variables. The professor's examples used these but I'm not picky, i just need something i can create 6 non price variables to attempt to try and run some combinations and forecasting with. even if i needed to create some of the variables from what's given, if you could give me an idea of what a reasonable variable might be (% change in price per change in volume?) my professor used the following: Net Profit Ratio Inventory Turnover Ratio Receivables Turnover Ratio Assets Turnover Ratio Self-Owned Capital Ratio Liabilities Asset Ratio We just need a few non-price variables to try and see if we can do the steps the professor demonstrated in class. If you had any suggestions to help us find a data set it'd be really helpful., thanks. here are some examples from my professor: http://imgur.com/DXR5ASW [1]",not_spam "Been a while since I was active in data analysis using R as I have been focusing my attention on something else in the past few months. If anyone can help me with this, it would be great. I have a dataset that contains continuous, dichotomous, nominal as well as ordinal variables either as predictors or outcome variables. I am planning to analyse this dataset using simple/multiple logistic regression, multinomial logistic regression and multivariate logistic regression. If anyone in this thread have been using R programming language on a regular basis, and have done a project or projects on a dataset/s containing these types of variables, would you be able to direct me to the most updated R packages that you think would be most suitable? Thanks, Serious Inquiry 2020",not_spam "Hi guys, this is my first post in this sub. I've come to seek guidance, anything would help, really. So (unfortunately) i need to find everything that i can about \*\*customs data\*\* in the US, UK and Indonesia (yes, my boss is a very specific person). This would include: &#x200B; Shipment data Importing and exporting company data Value of shipment data Weight of shipment etc. &#x200B; In all my search the only (good) site i could find was [https://usimports.info/](https://usimports.info/) &#x200B; Any tip or suggestion on how to find this data is very welcome. &#x200B; Thanks in advance.",not_spam "Or the most common income . Not the median. Where can I find it for other countries too? I am willing to do a little self research if need be. Thanks in advanced!",not_spam "I'm messing around with image captioning neural networks and think my system would benefit from more data and a wider range of scenes in the training data. Does anyone have any suggestions for other datasets, or at least for places to scrape data from that might have what I'm looking for? Captions should describe the scene in a general way (""a bunch of cars that are parked in the snow"" rather than ""my car got stuck and I was late for work :("", for example), so just scraping image hosting sites or social media and leaving it at that strikes me as likely to be unhelpful.",not_spam "# New dataset released from DataverseNO Lewandowski, Wojciech, 2018, ""Replication data for: The Spanish completive reflexive: Idiosyncratic, motivated or both?"", [https://doi.org/10.18710/4QHOBK](https://doi.org/10.18710/4QHOBK), DataverseNO, V1, UNF:6:tokJXAhE3MEy0uanXSF5aQ== \[fileUNF\] &#x200B; **Description**: Many researchers seem to think that construction grammar posits the existence of just wholly idiosyncratic constructions or form-meaning pairings. However, this idea demonstrates a deep misunderstanding of the approach, since constructions rarely emerge sui generis. Rather, construction grammar aims to balance the fact that some linguistic uses cannot be fully predicted from other well-established uses, with the fact that extensions of a construction, while not predictable, are motivated by other senses in the constructional network. This study illustrates this tenet of constructional approaches to language by providing an analysis of the Spanish completive reflexive marker se. In order to identify the different senses of the completive se-construction I used data from the Spanish corpus CREA (Corpus de Referencia del Espaรฑol Actual, http://corpus.rae.es/creanet.html). Given the large size of the corpus (200 million words), the frequency searchโ€”which is merely indicativeโ€”was arbitrarily limited to constructions in which the verb appeared in 3rd person singular and was directly followed by a direct object headed by the determined articles el โ€˜theโ€™ (masculine) or la โ€˜theโ€™ (feminine) in singular. The data set includes all the instances of the completive reflexive found in the sample described above. (2018-10-17) ",not_spam "I am trying to download and open the [CPS 2000 30-day Food Security Supplement Data File: Data](https://www.ers.usda.gov/webdocs/DataFiles/50764/26552_fs00xtra.zip?v=0) from the URL link below and when it downloads on my computer I have no idea how to open it or import it into Excel or Stata so that it is actually usable. I don't have any experience with using data sets, and I'm unsure of what to do with the DAT file that it comes in. Any help is incredibly appreciated!! &#x200B; &#x200B; [https://www.ers.usda.gov/data-products/food-security-in-the-united-states/](https://www.ers.usda.gov/data-products/food-security-in-the-united-states/) ",not_spam "So im in HS and for my research am looking for longitudinal or time resolved dataset of primary, secondary and so on sites of metastasis so that i may train my network on it",not_spam "Hello I'm a PhD student , and I'm looking for Heartrate , Blood pressure and different activities data collected from wearable sensors .. or healthcare big data in smart city environment thanks a lot",not_spam "I need annual population estimates of the following metropolitan statistical areas: * Buffalo-Cheektowaga-Niagara Falls, NY * Cleveland-Elyria, OH * Portland-Vancouver-Hillsboro, OR-WA * San Diego-Carlsbad, CA * Houston-The Woodlands-Sugar Land, TX * Cincinnati, OH-KY-IN * Kansas City, MO-KS * Baltimore-Columbia-Towson, MD * Washington-Arlington-Alexandria, DC-VA-MD-WV * New Orleans-Metairie, LA * Salt Lake City, UT * Dallas-Fort Worth-Arlington, TX * Los Angeles-Long Beach-Anaheim, CA * Sacramentoโ€“Rosevilleโ€“Arden-Arcade, CA Has to go back as far as 1969. Does anyone know where I can find this? I've been combing through census.gov and haven't found anything earlier than 1990. ",not_spam "As title says, I'm looking for datasets of CG, video data (could be saved as frames), preferably from video games. I need real life actions (driving, flying etc.), rather then just models (I found some kitchens and stuff but I'm looking to detect from similar to real life situations). This is for a university project, so no commercial use will be done. Appreciate your help.",not_spam Looking for results that can be used help ai learning in the realm of gambling and betting ?,not_spam "Hello I'm with a grassroots group mapping large retail **warehouses** (or distribution centers) in order to help workers organize against poor working conditions and COVID-19 exposures. We're looking for extensive datasets that list warehouse data for Amazon, Walmart, Costco, Best Buy, Staples, etc.โ€”such as # of employees, square footage, and any other information we can find. We've already got a lot of the warehouses by location but there seem to be a lot of unofficial ones that we cannot access. Does anyone know where the data lives?",not_spam "Hi, I am currently doing my project related to deep learning cnn. Please someone help me out. I want glaucoma dataset for both normal and afftected glaucoma around 2k or 3k more images. I tried lots of stuffs but i didn't get exact images to work with it.",not_spam "Hello, I am taking a graduate level course on applied machine learning. The goal of the course is not to have a rigorous understanding of the mathematics behind ML algorithms, but to develop an intuitive sense for how to handle data and use it for an end-to-end ML project. To this end, we are required to do a class project with a fairly rich (a good amount of features which I can later engineer) and large dataset. Pretty much the only requirement for the dataset is that it needs to have at least 1000 instance. While that seems like a small number, my professor has insisted that something like 1000 entries from time series data will not cut it. Instead, it has to be at least 1000 uniquely identifiable instances. My background is in materials science and nanotechnology, but I cannot find any interesting datasets for the same which meets the above requirement. It would be great if someone could share ideas for some datasets I can look into. PLEASE NOTE that I am not very picky about what domain the dataset is from. My only request is that it is not a toy dataset (like MNIST or Titanic Survival), but it should be something that has interesting applications if I choose to work on it. So far I have been looking at the UCI repository and Kaggle and I am drawn towards human activity recognition or text classification (sentiment analysis and author attribution), but I am open to any suggestion ya'll have. ",not_spam "Looking any datasets on earthquake times, locations, magnitudes. Been looking around a bit and was wondering if anyone had any good sources. Thanks!",not_spam Preferably 2015-2020 dataset. I've already checked UCI datasets but size is less than 1k rows. I need at least 8k rows. Thank you in advance,not_spam "The FCC has a [variety of maps](https://www.fcc.gov/reports-research/maps/) that list the number of providers for Census Blocks. These can be downloaded to CSV. I want to find a way to connect these census blocks to zip codes. I realize it's not a 1:1 relationship, and that's ok. I just don't want to have to geocode every single address in my DB to find out the census block. It doesn't need to be perfect, I am trying to get a rough idea of what kind of internet options a given address (or zip code) might have. Any suggestions?",not_spam "[I put this together](https://www.kaggle.com/stephangarland/ghtorrent-pull-requests) for a Master's Report. It's five days' worth of GitHub PR comments, with information the repo name, language, and usernames, along with numerical IDs that can be used in the [GHTorrent database](https://ghtorrent.org/) to get more information if desired. Each day has about 4.5 million rows, and is about 17 GB.",not_spam "I created a dataset with over 14000+ anime, web-scraped from [anime-planet](https://www.anime-planet.com/). Feel free to check it out and let me know if there is any issues. I hope someone find this useful. Thanks! [https://www.kaggle.com/alancmathew/anime-dataset](https://www.kaggle.com/alancmathew/anime-dataset)",not_spam "Trying to find a dataset of what cities (metro areas) graduates from top universities moved to. A few years a ago WSJ/EMSI did a study using this type of data but didn't make the data public. Here's the article for reference of what I'm searching for: [https://www.wsj.com/graphics/where-graduates-move-after-college/](https://www.wsj.com/graphics/where-graduates-move-after-college/)",not_spam "What are known ways of retrieving product metrics like basic product properties, product sales, price history, reviews etc.? Is there an Amazon API or a third party API you know? It can be free or paid. Do you also known a clean dataset for historical Amazon products data?",not_spam "I noticed there were no other posts on this sub (that i could find through search anyways) that seemed to have any existing datasets for vaccine availability. I've seen many sites that scrape data for small sets of locations (i.e. for one region, state, or retailer) but nothing comprehensive and national. That's why some friends and I started [https://vacfind.org](https://vacfind.org), to help focus the efforts into one national, set of open tools and open data so there is a clear picture of vaccine availability across the US (and maybe the world). We have a [discord server](http://discord.vacfind.org) to allow volunteers to collaborate with each other and share advice, tools, and data sources so we aren't just reinventing the same wheel dozens of times.",not_spam Historical data of each FIFA affiliated country (at that time) and their rankings,not_spam "Hello everyone, I am working on a new assignment, and it can be on any question/ hypothesis. Please let me know where I can find a free dataset, and any suggestions on topics welcome. I cannot use repositories (ex; Kaggle, UCI).",not_spam "Hey guys, I'll keep it brief to save you time but I've recently lost a diabetic family member to a pressure ulcer that wouldn't get better and want to do a research project on the matter. No reason for it other than personal fulfillment I guess. The question for yall would be where would I start gathering data from? Some deep diving on google searches lead me to find some quality measures data from the Home Health care setting, where should I be looking? I'm familiar with working with python and web crawlers to gather data before in highschool if that helps in any way. Thank you for your time.",not_spam Hello! I am looking International Country Risk Guide (ICRG) composite index data 8Table 2B specifically). I wonder if anybody could help me! Thanks in advance!,not_spam There is a way to obtain for non academic people emotion dataset labeled with AUs like Emotionet Database?,not_spam "A bit over 2 weeks ago I posted about the csv files I am producing that have counts of new COVID-19 **cases \*per day\*** for all USA counties. That earlier post is at: [https://www.reddit.com/r/datasets/comments/hfrhhv/here\_are\_csv\_files\_with\_johns\_hopkins\_data/](https://www.reddit.com/r/datasets/comments/hfrhhv/here_are_csv_files_with_johns_hopkins_data/) I have now converted my code so it uses the Johns Hopkins timeseries data instead of their daily files. In addition, I am also now using the Hopkins timeseries data to produce csv files with counts of **deaths \*per day\*** for all USA counties. These csv files include the county FIPS code so this data can easily be merged with other datasets that also have the county FIPS code. To keep all this straight, the addresses for the csv files has been tweaked as follows. **Replace โ€˜03โ€™ with the 2 digit code for other months.** Each night my code updates the csv files for the current month. COVID cases per day: [https://mappingsupport.com/p2/disaster/coronavirus/JHU\_count\_per\_day/cases\_2020\_03.csv](https://mappingsupport.com/p2/disaster/coronavirus/JHU_count_per_day/cases_2020_03.csv) COVID deaths per day: [https://mappingsupport.com/p2/disaster/coronavirus/JHU\_count\_per\_day/deaths\_2020\_03.csv](https://mappingsupport.com/p2/disaster/coronavirus/JHU_count_per_day/deaths_2020_03.csv) There is an **errata** file on the Hopkins GitHub site where they make a note whenever they change the timeseries data. I plan to monitor that errata file so I can keep my csv files in sync. That errata file is at: [https://github.com/CSSEGISandData/COVID-19/blob/master/csse\_covid\_19\_data/csse\_covid\_19\_time\_series/Errata.csv](https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_time_series/Errata.csv) Finally, if you use these csv files please credit both Johns Hopkins University and Joseph Elfelt, [MappingSupport.com](https://MappingSupport.com) (linked to [https://mappingsupport.com](https://mappingsupport.com)) If something does not look right, the best way to reach me is via the **email** link near the top of this page: [https://mappingsupport.com/p2/gissurfer-about-contact.html](https://mappingsupport.com/p2/gissurfer-about-contact.html)",not_spam "Hi All I am looking for a dataset that can provide the following details of bookings made with commercial airliners : From City or Country To City or Country Booking Date compared to actual Travel Date No of passengers Mode of Ticket - Ex Economy, Business etc Airline opted for any ancillary services I have looked around a lot and have come up short mostly, fare data seems to be available but that doesn't help me with the other parameters. I would be okay with any paid datasets as well.",not_spam "Hello, I was wondering if something like this project existed for parks (not just national parks) latitude and longitude boundaries cross the country : [https://data.cityofnewyork.us/Recreation/Open-Space-Parks-/g84h-jbjm](https://data.cityofnewyork.us/Recreation/Open-Space-Parks-/g84h-jbjm) &#x200B; I did a bit of searching, but I couldn't find something definitive, I thought i'd try here If a dataset of the boundaries does not exist, would one of the latitude/longitude exist?",not_spam "I've been requested to provide some dirty datasets for undergrad CS students to practice their data cleaning/wrangling skills on (order 100 Mb or more). Being In healthcare a lot of my datasets are not readily shareable buy I thought you guys might be able to help? Thanks!",not_spam "Hi r/datasets &#x200B; I have a bachelors and masters degree in pure mathematics, both from the same college is of decent standing but by no means elite or exceptional in anyway. I was wondering how employable I am as a Data Scientist if ; a) I have no computer science ability but extremely able to learn and learn quickly. &#x200B; OR &#x200B; b) I have some knowledge of python and machine learning algorithms in python but no way to validate have this knowledge via a resume or cover letter. I.e. I simply can write knowledge of these things on my resume or cover letter but an employer has no way of measuring or knowing how much I actually know. &#x200B; If I am not currently employable what do you believe is the fastest route for me to become so? &#x200B; Any help is greatly appreciated.",not_spam "I'm doing my first econometrics project, so I'm still new at obtaining good data. I'm hoping to find some sort of data on employee satisfaction, wage ratio (inequality), productivity, unemployment, etcetera in worker cooperative networks such as in the Mondragon cooperatives of Spain, some kibbutzim networks in Israel, and/or other such movements in the United States.",not_spam "I have seen by county and the typical cases vs deaths but I am looking for ages, genders, and so forth. Does anyone know of a good place to find such data?",not_spam Hey!!! I need a real world graph dataset where edges are being added and deleted. Not a single evolving graph. Can you tell me where I will get it?,not_spam "Hi all, I am looking for any and all space related data. If possible coordinate data for as many stars, asteroids, planets, etc. as possible. The goal I have set for myself is making a map of nearby objects in space (and their movement) using earth as a focal point. So far I have found some star catalogs on my search, but I was wondering if there is a database/dataset anyone knows of with up-to-date information on objects in space. Edit: So far I have found a couple resources - This has dataset links in the bottom left of the site http://irsa.ipac.caltech.edu/ (only image data?) - There is a ""Minor Planet Center"" website with datasets here http://www.minorplanetcenter.net/iau/MPCORB.html Edit 2: Thank you for the replies! Please keep them coming! /u/shaggorama --- http://data.galaxyzoo.org/ /u/delarhi -------- http://naif.jpl.nasa.gov/naif/, http://naif.jpl.nasa.gov/naif/toolkit.html, http://naif.jpl.nasa.gov/naif/data_generic.html, http://naif.jpl.nasa.gov/naif/data_operational.html ",not_spam "The open street map has very few poi. The number of police station poi in osm are around 2000 in India. But actually, there are more than 16000. Google maps have more poi than osm. Could anyone please suggest how to create or scrape poi data? &#x200B; Thank you and really appreciate the help.",not_spam "Hello everyone, I am looking for building walls image, or apartment image dataset either a single view or multi-view, If anyone knows where to find this dataset it will be very helpful of them.",not_spam "Will I ever need to know networking, information security, java, or web development in analytics? I have a professor who told me that you never know if they could come in handy or not, but I would prefer not to take them if they aren't going to help me out in the future. \`",not_spam "Hi All, Just looking for a set of radiography images for feature identification. Thanks in advance for your help! ",not_spam "Hey guys, I'm one of the founders of ParseHub - www.parsehub.com - a visual data extraction tool. We really want to make the world of data accessible to anyone within a few clicks. ParseHub was primarily built to handle javascript and dynamic websites, where getting data from logins, tables, dropdowns, search, pagination, forms, etc. is not a problem. It would be great if anyone can share their experience with web scraping and checkout out ParseHub for user feedback. What challenges or hassles did you encounter with web scraping or other methods or data collection? Have you tried any data extraction tools? What purpose did you need a large set of data from the web for in the past? Again, would love to hear your feedback good or bad. Please reach out at angelina@parsehub.com if you want to chat! :) Angelina",not_spam "Most of these companies simply allow access to their API, but don't permit you to save their data. Does anyone have a source for data that can be stored on a private server?",not_spam Hi. I am making a discord bot that asks Would You Rather questions. And it appears rrrather API is no longer working. So I am trying to find a dataset of questions large enough to use it for my bot. Any help would be greatly appreciated.,not_spam "Hi I'm looking for employment related data, similar to the US BLS, but for Latin america. Any help appreciated! See below for some examples: [https://www.bls.gov/oes/current/oes\_nat.htm](https://www.bls.gov/oes/current/oes_nat.htm) [https://www.bls.gov/oes/current/oes\_nat.htm](https://www.bls.gov/oes/current/oes_nat.htm)",not_spam "Hello, are there any datasets about archived job postings? Or, are there any websites that can show historical job postings in the past so I can scrape the data? I'm particularly aiming at finding job postings from the police agencies.",not_spam My wish is to understand both their NPS and the percentage of โ€œneutralโ€ people (ratings 3 to 8). The best case would be a list of every survey answer but one can only dream ๐Ÿ˜„,not_spam "Hey All, I'm doing a graduate project on invasive species management and I'm having trouble finding any information on management plans/treatment history/invasive surveys/vegetation surveys for natural areas in my area (Pittsburgh). Ideally I'd be able to find this sort of data for Frick Park, but I'm also open to changing my study area to somewhere nearby, maybe even the Maryland State Parks system. I'm somewhat familiar with Patapsco Valley and Deep Creek Lake state parks in MD, so either of those would work for me. If anyone knows of this sort of data for any of the three sites above, it would really help me out!",not_spam "Hey all, I am looking for any datasets about shark or marine life that include sharks, the larger the data the better, thanks so much for any help!",not_spam "I have a year's worth of data on my sleep habits - every time I slept or napped, I hit a button to clock in, and when I woke up I hit another button. The software adds a 15-minute delay before it declares me asleep. I acquired it using [SleepBot for Android.](https://play.google.com/store/apps/details?id=com.lslk.sleepbot&hl=en) The bottom line is, I have over 365 days worth of information about my sleep habits. I have a very weak grasp on data analytics (although as a Computer Science major I have good data manipulation skills), does anyone have any suggestions about what I could do with it? Apologies if this isn't the right subreddit to ask about this. [Google doc file](https://docs.google.com/file/d/0ByD7jEo0zJc7LUFuUGZrUzFCUjA/edit?usp=sharing)",not_spam "Hey all- I'm working on a mapping project that will explore data from the Arab Spring, including: -death tolls -number of protests and where they occurred (which city) -number of twitter updates from that country -other relevant information I'm having some trouble finding up to date, reliable data covering these topics. Can any of you help me out? Thanks!",not_spam "Hello, Related to this post : [reddit post](https://www.reddit.com/r/europe/comments/3d00g2/wind_power_generates_140_of_denmarks_electricity/) Do someone knows a dataset where I can find the consummation of energy (solar, nuclear, oil, all != types) by countries and by days ? The best would be with a public fetch-able API, so I could make a little webpage with some data visualization.",not_spam "Does any have a dataset which has the list of shows and movies on streaming channels like Netflix,Prime,Hulu etc",not_spam "Iโ€™m working on building a DFS (daily fantasy sports) model for the upcoming Major League Baseball season and I thought it would be useful to have salary data for either of these two sites. I know I can pay for the data but before I do so, I wanted to be sure I canโ€™t get it for free. Thanks!",not_spam "Hi, I'm starting to get into this beautiful world of data and I can't understand where does everything come from. I have seen many ""data comparison videos throughout the time"" where they show loads of data that does not have any source. What is a good place to get data from? &#x200B; I'm aiming to have data of multiple stuff throughout the time, trying to do some cool stuff with it, but don't have any source to get that from. Thanks!",not_spam Someone can suggest me a econometric/statistical dataframe? (more than 2GB),not_spam " Hello everybody, I have found a dataset on Kaggle that is perfect for the Paper I want to write. Unfortunately I donยดt receive the verification e-mail needed to complete the registration. I have contacted the Support but while I am waiting, I was wondering if anybody else encountered this problem and might be able to help? The dataset in question btw is [https://www.kaggle.com/maxhorowitz/nflplaybyplay2009to2016](https://www.kaggle.com/maxhorowitz/nflplaybyplay2009to2016) Thanks in advance!",not_spam "Any place where I can find a dataset that has defaults as a measurement? I'm trying to forecast default probabilities, so it would be imperative that there are defaults as well as non defaults",not_spam "Hey everyone, I'm looking for a dataset (or even descriptive statistics) of registered voter demographics by state (particularly Michigan). Preferably from 2016 or 2018. Demos I'd like included are age, race, gender, education, party and congressional district. I checked the Census, it seems like they probably have this data but not in a table they've released so far. Let me know if you know of anything!",not_spam "Hi guys! I'm working on a project for a job interview and they want me to answer the following question: How is the retail business doing financially? &#x200B; Are there any public data sets for this? I've found one for Australia but not one in the US. Thank you everyone!",not_spam "Does anyone have these or know where I can get them? I've been to the organizations webpage where the files are corrupted. I checked data.gov, which is not functional as part of the government shutdown. I tried google and google scholar. Any ideas or help is greatly appreciated. This is for my research paper for my Masters degree. Thank you.",not_spam "Hi! I am doing some qualitative research and would like to download entire subreddits to code for themes and audience insights. Is there a way to do this without python? Thanks!",not_spam Hello everyone I am developing a recipe app. It would be nice if I can fine some free datasets of recipes. Thank you!,not_spam "NYT did this article on facebook likes on tv shows, does anyone know if its available to the public? http://www.nytimes.com/interactive/2016/12/26/upshot/duck-dynasty-vs-modern-family-television-maps.html",not_spam "Hey, all. Looking for a dataset that describes marital status (single, married, divorced, widowed) in terms of (1) sex, (2) age (as specific as possible, preferably year-by-year rather than in bands), and (3) race / ethnicity. Have been able to find some information [from the U.S. Census site](https://www.census.gov/data/tables/time-series/demo/families/marital.html) but can't find anything that has all information paired (e.g., if race is given, age isn't). Thanks in advance and hope this is decent to post here.",not_spam "Hi, I'm looking for some publicly available individual level data from a longitudinal Randomised Control Trial (RCT). I'm looking for such a dataset because I would like to investigate the properties in terms of power to detect effects, of using percentage change from baseilne, which for whatever reason appears to remain prevalent, in comparrison to more modern techniques which use all of the raw data such as mixed effects models which allow for repeated measures on individuals. This is stimulated by previous work on this matter which demonstrated that percentage change from baseline is a less powerful approach[1] My initial thought was that some sort of cardio-vascular drug that modifies blood pressure or related biomarkers that was tested using and RCT study design would be ideal but despite searching through this sub-reddit and various sources linked from [a Cross-Validated thread](http://stats.stackexchange.com/questions/7/locating-freely-available-data-samples/) I've been unable to find anything suitable. I'm not wholly fixed on drugs that modify blood pressure, just something where there has been a demonstrable effect of the intervention within an RCT setting. Its my intention to analyse the data using the approaches I mentioned above and to then conduct simulations based on the real data to test the power. Thanks in advance for your suggestions, [1] Vickers AJ (2001) The use of percentage change from baseline as an outcome in a controlled trial is statistically inefficient: a simulation study BMC Med Res Methodol. 1:6 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC34605/ ",not_spam "Wondering if anyone is aware of any work that may have been done that has attempted to quantify and classify different regions based on cultural norms around health, social interaction, safety etc. This might include factors like: * amount of accepted / expected social touching (e.g. handshake greeting v. bow might be scored differently) * cleanliness standards * health standards I am hoping some work has been done that scores regions on a scale or perhaps buckets them.",not_spam Is there a way to get businesses and their web addresses?,not_spam "Hi, Not sure if this is the correct place to ask this question - but need help for a college project, the quality of which would be enhanced by this information. I need to be able to view traffic data (location of origin) for the last 6 months on different 'aggregator' websites. Open to using paid tools, but I'd need information broken into states-districts-towns for India. Is this possible? I'd really appreciate help.",not_spam "If you live in the academic ecosystem, you know that publication in your fields top tier journals is increasingly the only thing that matters for hiring, promotion, and tenure. If that's the game, we thought it would be interesting to know the standings. We recently undertook a project to identify all top tier journal publications in each academic field and self publish the data. We recently completed this for economics and are wrapping up marketing and management. Please let us know in the comments if there is a field you would like to see summarized. We recently completed our analysis of top tier economics journal publications from 2014 to 2017. By collecting author, work affiliation, and graduate programs authors graduated from information, we were able to summarize the number of top tier publication for each economist, each department, and the amount of research published by alumni for each economics Ph.D. Program. We found that 1,323 economists published in top tier economics journals during this period. Best Economists Professor Daron Acemoglu of the Massachusetts Institute of Technology and Xavier Gabiax of Harvard University with five (5) publications each. Only 172 economists published two or more articles, and only 39 published three or more. Publishing 4 or more landed you in the top most productive economists from 2014 to 2017. Best Departments We found that Harvard University (77 publications), University of Chicago (70), and MIT (60) had the most research productive economics faculty. Faculty from only 324 departments, centers, companies, or government agencies published in top tier journals. Only 29 had more than 10 articles published. PhD Programs We found that Harvard (179 publications), MIT (122), and Princeton (67) had the most productive alumni. All authors graduated from one of only 168 economics PhD programs and only 20 PhD programs had alumni with 10 or more articles published. Interestingly, alumni from the University of Rochester were the 10th most productive with 30 published articles. We summarized these findings in three datasets and provided the individual publication data as well as data collection methodology and results available [here](https://www.dataandsons.com/data-market/social-sciences/best-economists-departments-and-phd-programs-2018). Disclaimer: I am the co-founder of the hosting site and accessing the datasets requires you to login or create a free account.",not_spam "Hey people, I hope someone could help me with this! Looking for big datasets of registered websites per country and/or regions (Europe, North America, Asia, etc.). Already searched on the internet (tbh looking for that for a couple of days without any serious results). Is there any resource I can use to do some analysis? Thanks in advance!",not_spam "Hi guys, can you help me find a dataset of human resource division (job desc, HRD Event, etc) in pdf format specifically. Thanks before",not_spam "Helloo, I'm doing a user behavior research for an early staged web services product. Right now we are in the phase where we need to decide if we should keep focusing on online GPU renting or switch to AI/ML/data management solutions. So we came up with this survey as part of the ongoing market research trying to figure out what people's needs are when it comes to intense CPU/GPU use. Obviously data scientists is a big community with computing needs, but with all the big N companies offering trials and stuff we are concerned. We hope your participation to this survey will help us have a better understanding of this community. The survey doesn't promote our product in any forms. So if you have a minute to spare, here's the link ๐Ÿ‘‰ [https://ntlabs.typeform.com/to/Hpjz2i](https://ntlabs.typeform.com/to/Hpjz2i) Link to see the Results๏ผš[https://milowang.typeform.com/report/Hpjz2i/0oJ7e6hPKKd14Zse](https://milowang.typeform.com/report/Hpjz2i/0oJ7e6hPKKd14Zse) Many thx<3",not_spam "Hi everyone, I'm introducing the ""War of Words"" dataset, a dataset of 450 000 legislative edits from the European Parliament. We extracted those edits from about 240 000 amendments contained in thousands of DocX documents. The data covers 10 years (2009-2019) and two legislature periods (the 7th and the 8th legislature). In each period, \~800 European parliamentarians proposed edits on \~1000 law proposals. The labels (*accepted* or *rejected*) correspond to votes on the edits by parliamentarians within the parliamentary committees, i.e., before forwarding the amended proposal to the whole Parliament. The dataset is hosted here: [https://zenodo.org/record/3757714](https://zenodo.org/record/3757714) I'm also releasing some [code](https://github.com/indy-lab/war-of-words) showing how to process and use the data (with a predictive model). This is part of a paper ([*War of Words: The Competitive Dynamics of Legislative Processes*](https://infoscience.epfl.ch/record/275473/)) that I presented this morning at [The Web Conference](https://www2020.thewebconf.org). Here is a [video](https://victorkristof.me/video/war-of-words.mp4) of the presentation if you want an overview of the context and the structure of the data (and \[disclaimer\] some cool, early results :)). I will be progressively adding more features to the dataset, as I'm able to extract them from the raw documents. I hope this can be of interest to some of you! Let me know if you have any questions of course!",not_spam "A client of mine has decades worth of data that they want to monetize. They are focused mainly on scraping, BI, and analytics, but since they already have the datasets available, they want to monetize them. We're developing the strategy as of now, but it's always best to have input from the consumer on these matters, which leads me to the following question: Which way do you go about searching datasets? Do you use the data marketplaces already out there (like Quandl), or you search a niche dataset provider to buy data from directly? Since we're currently compiling the data there is, I can't really put my finger on which datasets are available; some of them got lost throughout the years. What I know for sure is that there is quite a lot of Amazon data for specific niches, datasets on multiple aggregator sites, like job aggregators, and SM data. TL;DR: What's the best way to monetize datasets, taken from the approach of availability to find, as well as trustworthiness?",not_spam "I want to create a (nonpublic) dataset of MIDI files (of popular/modern music) for my neural network. The dataset would be created by web scraping of some webs with free midi files. It would be used in my thesis and I will (publicly) present only results of the trained network. Are there any ""legal problems"" with this approach? Thank you.",not_spam "Hey, i need datasets to imitate the car repair shop, so i could do the data analysis and mathematical modeling. Any other topic than car repair can also work, just need to find something so the statistical criteria would work",not_spam "Hi there, I am a total newbie and this is the first time, I am trying to create a Business Intelligence and Data Visualization portfolio. The portfolio will consist of 2-3 projects and it will be hosted on a website. The project pages will then be linked to LinkedIn. The goal is to then apply to freelancing websites like Upwork.com. I am looking for datasets which I can use to create porftolio projects where I can show off my skills. I am looking for a website where I can find such datasets where I can choose one from. If someone here has a dataset I can use that would be great as well. If I had to narrow down my interest, I would say that my primary interest is providing small businesses business intelligence services as a freelancer. So a dataset of a small business where I can create a dashboard along with a business intelligence report is the best fit.",not_spam I'm looking for a dataset of the big mac index broken down by US state (this may not even be a thing). Preferably over time from the 90s to now. Substitutes for bigmac index are fine so long as the same principle applies. Any ideas??,not_spam "I am looking for a weather dataset of the Eastern European countries. Thought this will be a cakewalk since I only need temperature, humidity, and pressure. But it seems to be quite hard to find any quality data about weather in this region. All popular datasets either include 5-15 major cities (I need more than that) or datasets are not updated regularly (I need at least once a week update). Has someone ever run into weather datasets of Ukraine/Russia/Romania/Moldova, etc.? Doesn\`t matter if they are free or not, all I need is quality",not_spam I need a weather climate dataset of the previous year (atleast 5 years) of Indian states and other south asian countries.Where can i get them?Thanks in advance,not_spam "I want to build a report that analyses group behaviour from group chats like Slack. Where can I find a good dataset - multiple users communication 1-to-1 or together? thanks",not_spam "I am looking for US Cities list and Corresponding Longitude and Latitude datasets. I am not looking for per zipcode. For example, Huston, TX has many zip codes, but I only need one Longitude and Latitude for Huston TX. ",not_spam "I'm looking for datasets on US banks' derivative portfolio. I have worked with the Call Reports ([https://cdr.ffiec.gov/public/](https://cdr.ffiec.gov/public/)) that are public, quarterly data on banks' financials (including derivatives). Is there any other dataset available (not necessarily free) on US banks' balance sheet and off-balance sheet positions?",not_spam " Eye Gaze tracking datasets are one of the examples of linear regression problems, can anybody suggest other such datasets which is used for linear regression problem? Regards",not_spam "Hi, I would like to find statistical data on the US real estate market. I am mainly interested in annual data of: * Total sales and purchases. * Mortgages approvals. * Evolution of the average price. I have explored the [census.gov](https://census.gov) site (which I understand is the equivalent of Eurostat and the National Statistical Institutes of the different European countries), but I am having a hard time finding public and transparent statistical data. I would appreciate some guidance. Thank you very much, Ps. I'm intending to do charts like [these](https://www.reddit.com/r/dataisbeautiful/comments/l27ehd/oc_home_sales_and_purchasingage_population/?utm_source=share&utm_medium=web2x&context=3).",not_spam "Hey guys I need to find some data about fish, Specifically lingcod. A database with entryโ€™s like weight, length etc would be great. Cant seem to find anything like that only the average weight and length of the species which I donโ€™t need. Thank you",not_spam "I'd like to put a wireframe map of the world behind the graphic from [this post](https://www.reddit.com/r/dataisbeautiful/comments/8vnjb4/visualizing_the_human_footprint_oc/) to more easily visualize what countries are where. Are there any sites that contain decent and freely available high resolution world wireframe maps in various projections so I can overlay it behind?",not_spam "https://github.com/stanleycyang/lyrics-scraper There is currently a list of pop songs by top pop artists in data/pop_song.txt (1.21 MB). You can reconfigure which artists you want to scrape for by modifying the configurations. Hopefully someone finds this useful, and let me know if you need help with anything! Enjoy! ",not_spam "I am building a reverse dictionary ย โ€” for those moments when you're struggling to recall a word from memory. If you describe the word you're trying to remember, my app will give you 5-10 suggested words. In order to train a model for this use-case, I need access to a massive dataset of English word meanings. I've looked online without much luck โ€” the Gutenberg project, NLTK's builtin words, and Owlbot are the three sources I have managed to use so far. However, none of these come close to a modern dictionary in terms of the span of words they can define. If any of you know a good dataset for this use-case, or any hacks on how I could create such a dataset, please let me know in the thread! **Two constraints** * Prefer if the dataset is machine-readable: JSON, CSV, XML, or similar * Would be great if the resource is free for use",not_spam "Hello Reddit, I am looking for a data set consisting of a detailed description of each accident in a given country and time period with respect to the main relevant variables (fatalities, seatbelt/no seatbelt, speed, type of crash, etc). This would be used in a 15-page project for undergraduate econometrics. Any country/state will do, and any time period will do. The most important thing is that the data set is occurrence by occurrence and details the main variables. Thank you in advance!",not_spam "So far I've hacked together a crawler using [Newspaper](https://github.com/codelucas/newspaper) to extract data from sites in the scope I was given. However I'm having difficulties collecting the right data. I'm just wondering if there is a resource out there I missed that might help. Edit: More details, I need to look at how a given Israeli-English news source might be sited or referenced in English media outside Israel (Stuff like, text only mentions, hyperlinks, or footnotes). Along with that I need to scan each relevant article for things like authors, date, and title. The idea is to get some sense of which Israeli news sources have biggest influence on outside media.",not_spam "I'm just finishing up a project this summer and put together this dog breed dataset. Doesn't exist anywhere online and AKC's site makes it hard to extract the info so I figured I'd make it public. Essentially it just categorizes all the AKC dog breeds into 5 breed size categories (xs, s, m, l, xl). I also added the average weight of each breed into the file. Hope someone finds it useful so that they don't have to rip their hair out trying to find this info. Here's the link: [https://github.com/MeganSorenson/American-Kennel-Club-Breeds-by-Size-Dataset](https://github.com/MeganSorenson/American-Kennel-Club-Breeds-by-Size-Dataset)",not_spam "Hello everyone, Are there any websites that offer free gaming-related datasets? I have found all the datasets I need but they are @ Statista (Which requires money). Any alternatives? Note: the datasets I am looking for are related to sales mostly and recommendations.",not_spam Does anyone know where I might find an open-source comprehensive dataset of U.S. political preferences (mainly republicans vs democrats)? I am particularly looking for annualised data from 1980 onwards (can be at a more fine-grained level too).,not_spam "Hey! I was looking for Houston climate/weather data (a monthly/daily type) for the past years, like the one [here](https://forecast.weather.gov/product.php?site=NWS&issuedby=IAH&product=CF6&format=CI&version=50&glossary=0). This website claims they have the data available till 1892 but I cannot find where the rest of the records are. I have spent a lot of hours looking for older data but haven't found it. If anyone could point me where to get older data from, I would really appreciate it. Any other websites that have this data are fine too!",not_spam Looking for climate/precipitation data in England. My data ranges from 1200-1870. The MET UK seems to either have data that only goes back to the 1600s or I just can't find it. Any help would be hugely appreciated. ,not_spam Iโ€™m having a hard time finding data sets related to business that closed down for good during 2020/covid. I find data related to temporary closures but Iโ€™m looking for more confirmed closures.,not_spam Can I get a dataset containing automobile spares?! I need it for my project.,not_spam "For example, the average person in English speaking countries like USA and UK might know only 1 language. While countries like India, Switzerland might have an average of 2 or 3. I want to create a heat map visualization of this data set.",not_spam "How do developers access primary and election data, like for making their own website or app ? I asked the AP if they provide data streams/sets to single developers, and they do not. They want to charge a very high fee, which I simply do not have. I can do the integrations myself, but finding the APIs and endpoints is proving very difficult. Any help, even just pointing me in the right direction would be very appreciated. Thank you !",not_spam "Hey y'all! Not sure if something like this has been asked before, but I've been working on putting together an open-source database for literary theory pulling together reviews and literary themes, similar to the EBSCO database or Bloom's Literary Themes? I don't have access to either, at the moment, as I'm an independent researcher. Anyone know of anything? Thanks so much in advance!",not_spam Wanted a labelled dataset of reddit and twitter for sentimental analysis. If anyone has it please do share..,not_spam "Looking for dataset illustrating the changes in cannabis potency over the past two decades or so, any ideas on where to find up-to-date info on this?",not_spam I want to get started working with data viz in the new year and I've always loved animals so this would be a fun project to dip my toes into the water. Any datasets that reflect what I'm looking for would be awesome,not_spam "As with anyone in the world, I'd always accept free but legit zip code or postal code lists, but I'm realistic and willing to pay for a reputable source. I need to track down a zip code list for Mexico but if I can get all of North America from one source it would be great too. Latitude and Longitude are great helps as we are looking at distances and timezones would help with UTC offsetting. I've been looking, emailing, and almost scammed by a few sources. So was curious from users who look at data if anyone has found a good source.",not_spam I want to build an object detection model which finds the food nutrition table in food packets. Is there any dataset relevent to the problem in which such food nutrition table images are given.,not_spam "Anyone know a good place to get a complete list of all geotagged English wikipedia post-titles and their lat long coordinates. I'm looking to use it for a thesis. I've downloaded all of wikipedia through their website, but pruning through all (nearly)50gb of articles seems excessive.",not_spam "Hi, Iโ€™m looking for actively managed datasets that show either road smoothness, potholes or quality of the road by city or town in every state. Are there local governments that manage these type of datasets? If so, what are keywords I would look for?",not_spam Iโ€™m looking for an API or database where I can look up the record label of songs (popular in US in recent years) by providing the song title and artist. Any suggestions?,not_spam "I am looking at these CDC data sets for deaths in the US that are linked below. However, I was wondering if anyone else has ever worked with this dataset and could explain something to me? Basically the numbers feel a bit high to me. For example, the number of deaths that are coded to be associated with covid is 336k rather than closer to 200k. In addition, the numbers for 'All Causes' seem to be higher than expected as well. I was trying to compare 2020 to other years, so was adding up deaths by All Causes for January- August of each year. However that number seemed to be above 3 million for most years even for that 8 month period, when my understanding was that in general more like 2.5 million people die each year. Any ideas of what I might be misunderstanding or how I should filter the data more appropriately? My fear is that I'm double-counting deaths somehow. My father was wanting to understand whether deaths are being over-reported because of coronavirus and so I wanted to show that there really are more deaths this year than previous years, regardless of reported cause (sigh...). Not sure this is actually the right data set to use though. Thanks for any help you can give! [Weekly Count of Deaths by State and Select Causes, 2019-2020](https://data.cdc.gov/NCHS/Weekly-Counts-of-Deaths-by-State-and-Select-Causes/muzy-jte6) [Weekly Count of Deaths by State and Select Causes, 2014-2018](https://data.cdc.gov/NCHS/Weekly-Counts-of-Deaths-by-State-and-Select-Causes/3yf8-kanr)",not_spam I need a dataset about African Social Media Influencers.,not_spam I wanted to know does anyone have or know where to find a dataset for orphan blocks in Bitcoin,not_spam I need some US publicly available dataset with information on student debt (borrowing) and race (preferably from 2019 and 2020).,not_spam "Hey Reddit, A few months ago, I asked a question on the forum - [https://www.reddit.com/r/datascience/comments/ekawho/how\_do\_you\_track\_and\_share\_your\_data\_reports/](https://www.reddit.com/r/datascience/comments/ekawho/how_do_you_track_and_share_your_data_reports/)Based on your feedback, I and my friends have now built a free tool ([www.dstack.ai)] that can be used to publish, track, and share datasets (and data visualizations) via APIs from anywhere (a Jupyter notebook, a script or an application) and store them in the web application (which is also mobile friendly). Very soon, we will bring a feature that allows you to download the datasets as well. The current version supports Python and R as programming languages. Here is a tutorial on how to use the library with the help of an example. [docs.dstack.ai](https://docs.dstack.ai) \--> documentation including how to use dstack.[https://medium.com/dstackai/analyzing-the-speed-of-spread-of-covid-19-and-publishing-findings-on-dstack-ai-396cd588c867](https://medium.com/dstackai/analyzing-the-speed-of-spread-of-covid-19-and-publishing-findings-on-dstack-ai-396cd588c867) We think that there is much more one can do, but we want to learn more from users before building features. We would love to hear about your challenges in the area of collaboration around datasets, data visualization, and receive any feedback on what we currently have.",not_spam "Hi there, I'm a hardstyle fan and recently I've started a little project that involves gathering all the hardstyle artists out there. I've found a huge list on [Partyflock.nl](https://partyflock.nl/artist/searchresult?NAME=&TYPE%5B%5D=dj&GENDER=&COUNTRYID=&GID%5B%5D=5&GID%5B%5D=9&GID%5B%5D=64). The list exists out of artist names which are also hyperlinks to the exclusive page of one artist in particular. Here's an example: https://imgur.com/a/jjxzM. There are famous and totally unknown artists in there. I wish to filter the famous from the unknown. I thought of a way by doing this: each artist page has a number of fans. My goal is to create an Microsoft Excel sheet with all the artists from this list, combined with their fan-count. Does anyone know a tool for me in order to do this? Any other help is welcome as well, ofcourse. Thanks in advance! Edit: forgot to include raw hardstyle dj's in the link. This contains all the artists I want to analyze: https://partyflock.nl/artist/searchresult?NAME=&GENDER=&COUNTRYID=&GID%5B%5D=41&GID%5B%5D=48&GID%5B%5D=52&GID%5B%5D=55&GID%5B%5D=5&GID%5B%5D=9&GID%5B%5D=64",not_spam Specifically for the last ten years.,not_spam "Im trying to make a model that recognizes full trashcans (from above or next to the can), or rather can distinguish them from full ones. Its pretty easy to find data on just general trash detection (e.g. ""paper"" ""can"" etc.). I also found trashcan detection for Philadelphia but I think one could easily reuse the code/the model the person made to reproduce the same for other cities",not_spam "Hi! I aim to make an statistics with the results of natural and anthropogenic risk factors and develop a hierarchy of risk factors to identify the places where each risk factor poses low, medium and high threats. Which statistical test would you recommend me to do? Thank you!",not_spam Need an indian snake dataset with images and the species' names for final year project asap!!!!!!,not_spam "Hi guys! Can anyone help me to find a dataset on crowdsourcing tasks and workers? Something that can represent a ground truth of the crowdsourcing: incompetent workers vs super-skilled workers and so on? Thanks a lot in advance!",not_spam "Hi, For my thesis, I am trying to build a dataset of UK government bonds (such as announcement date, issue date, amount issued). My current plan is to web scrape PDFs from the UK gov. website, but that is proving to be a little challenging since the PDFs vary a lot. Does anyone know another way of getting this information? I am also looking for data on U.K. inflation swaps or data on U.K. indexed bonds vs. normal bonds to figure out inflation numbers. Thank you!!",not_spam "*help Hello I want to build a twitter dataset for academic purpose. My focus is the anti ACTA campaign on Twitter. Therefore my initial idea was to extract all tweet with #ACTA from a certain period of time (January 2012 - July 2012). But apparently it's close to impossible to access this kind of data with the twitter API. So another way I thought about was to select a population (MEPs, activisists) to extract their tweet with #ACTA. Would that be possible ? Another question: I've actually received some pretty interesting results using the new Advanced Search for Twitter - where I can select the relevant field. Is there anyway to scrappe Tweets from those fields or would I have to do that manually?",not_spam "i need large de-identified patient reports dateset (100k) if anyone can help i will be very grateful ๐Ÿ™๐Ÿ™ thanks in advance",not_spam I'm in search of NIBRS data for as many locations as possible from 2014 on. Any help is appreciated!,not_spam "I am currently a undergraduate sophomore at my college and I am soon going to declare my major. I want to make sure that I am picking the right degree/major/minor for becoming a business intelligence analyst/specialist and a data analyst. .The degree is called MIS (management information systems). The degree is a mixture between business and information technology. All the business classes I already finished like marketing, accounting, finance, management, etc. 1. The soon to be technical classes I will take are python, database management systems, SQL, system analysis, data warehousing, ETL, data analytics, business intelligence, project management, and an internship. Are those classes worth taking for the data field? I already now those are classes that are good in the data field but I just want to make sure. 2. Are any of those particular subjects difficult to learn as in are the concepts hard to understand? If you need a comparsion for something I find difficult it's something that requires tremendous hours of studying to fully understand the concept of what is being taught in class like computer engineering majors. How would you rank them from being the most difficult to being the easiest? 3.If it turns out that I don't like data analytics once I graduate, what other carrer fields can I go into that aren't a business intelligence specialist or a data analyst? 4 .As for the minor, my college recommends I minor in marketing, applied economics, supply chain or finance. Out of those 4 options which one will be the best and most broad in the data analyst field? 5. With that certain combination of the MIS major and whatever minor you recommend I get, what other types of career fields can I go into?",not_spam "Think it would be useful to combine an artist's spotify and instagram to give a better context of their popularity. Are there any good lists out there?",not_spam A majority of the datasets that I looked through don't have enough rows or have much for EDA. It's for my semester project. Any help would be appreciated.,not_spam " Health records are seeing a resurgence of interest as companies roll out creative new ways to let people interact with their health information. Lets take a deep dive **1) Change is a foot** Companies are making it possible for users to access all of their medical encounters, no matter how unwieldy the format. **2) How?** PicnicHealth for example as built a system to field everything from PDFs to unstructured doctor's notes to let its users focus on self-care rather than data management. **3) Why?** Turning unstructured data into structured data is really meaningful. Giving patients practical, tangible control over their data = better health. Patients with a chronic or serious illness often see multiple providers. **4) Why do we need this?** The answer is two fold - People talk about the work of being a patient, and how itโ€™s essentially a project manager job. Being forced to see a provider ontop of being sick and worrying if all the necessary data is in order is a pain point. **5) Part two** Insurer or the research organization running a study are willing to sponsor accounts for patients and pay the subscription. Putting all this information in one place would be a major value-add for both the patient & the insurer/researcher. **6) How is this better?** The secret sauce is being able to do all that grunt work of getting data thatโ€™s not available through APIs. Those only give you 10 to 20% of the data. Every doctorโ€™s office has a way to get patient records, and this is a way to make that easier **7) Upside for the Patient?** It helps answer questions like \-How does the disease progress? \-How does it look different for different groups? \-How does treated by a doctor vs. a specialist impact? **8) Problems ahead?** I think our biggest limitation is the reality of the state of medical data in the U.S. and the fragmentation of the health care system. Interpreting the data is easy Getting hold of the data is hard If you enjoyed this then maybe I can tempt you with my twitter page [/\_\_JosephWilk](https://twitter.com/__JosephWilk) for more health tech insights.",not_spam "Are their any available datasets that I could easily use for Atlantic Ocean? I can't understand netCFD as I have no idea what it does. I just need a sea surface temperature for a specific coordinates for a specific time. Say for example, the sea surface temp on the coordinates 17.8N, 88.0W on May of 2008.",not_spam "I am currently doing my Master's thesis on Automatic identification of firearms(pistol) from cctv footage using image processing and neural nets. Can anyone help me find image datasets of handguns, more specifically of a person holding a handgun? Thank you ",not_spam "British Polling Council member Brandwatch Qriously have released their raw data and code behind their successful 2019 UK general election prediction. This means that anyone can create their own splits in the data, learn how scientific polling is done, and draw their own conclusions about why the public voted as they did. It's very rare for pollsters to do this. Also released is the Python code used to analyse this data, although if you don't use Python, you can open it up in SPSS, Excel, Stata, or whatever you like. The public GitHub repo is here (the data file is in in `data/raw/Qriously_General_Election_2019.xlsx`) You can read more about the release here (with more links to how Brandwatch Qriously works, etc.): https://www.brandwatch.com/blog/qriously-uk-general-election-2019-data-code/ Disclosure: I work for Brandwatch :)",not_spam "Looking for a dataset around depression detection for ML course :) Ideally would contain a mix of continuous and categorical variables to measure against depression y/n or something of the sort. Thank you!",not_spam "I'm looking for data on total dogs in service per year, ideally broken down by breed. No real purpose, I'm just curious, so don't strain yourself looking. EG: ||Yellow Lab|Chocolate Lab|German Shepherd| |:-|:-|:-|:-| |2020|2000|1500|1000|",not_spam "Hello people. I am in desperate need of data from fellow Book lovers and Movies lovers. Since the Model I am making isn't actually based on a much researched topic in Machine Learning ( Domain of my Model is Cross Domain Recommendation System) I haven't been able to find data of people who have rated Books AND Movies TOGETHER . Imdb and Goodreads datasets have people rating movies and books respectively but there is no common user rating his own favourite books and his own favorite movies simultaneously, and that's what I need. Really sorry for the long description but I had to explain why I can't just take the dataset from online. Please fill this Google form out. I am really passionate about this field and I really need the data for making a good model and hopefully start what might just be a life long career in this field. Thank you. https://docs.google.com/forms/d/1U4z1QRnqsWr_86BIpGEpHltUT-8DcSNbOsFap-GCbXw/edit?usp=drivesdk",not_spam "... such as multiple pictures of the same persons, the same flowers, the same anything? The only such dataset that comes to mind are \- scraping decor photos from property websites such as zillow \- scraping celebrity photos from google image Any other suggestions?",not_spam "I'm looking for a dataset of illegal drugs consumption through time in the USA, more precisely in each USA state. ",not_spam "Hi, &#x200B; I have looked around and can't seem to find a dataset sample that meets my requirements. I am building a powerbi technical test to evaluate the candidates applying where I work. The director would like to have a dataset divided into multiple excel/csv files for each dimension and fact table and have data necessary to build two different reports. ex: one report on departments performance and another one on product sales. &#x200B; Thanks in advance",not_spam "Currently we build http://pytools.codeplex.com and customers are asking us to enhance it to be a better tool for their DS type scenarios. We'd love to get your insight, understand your stack, pain points, ... If interested please take this 2 minute survey (even if not on Windows or Visual Studio or using Python): http://surveymonkey.com/s/VSforDataScience Thank you! (PTVS engineers, not marketing)",not_spam "Hi All, I'm after a data set containing the names of alcoholic drinks for sale in Australia (e.g. Fosters Lager, VB etc.) and their alcoholic content either in standard drinks, or percentage. Thanks in advance",not_spam I need data sets with political science data for a class project. Anyone know any good resources? Preferably csv datasets. Thank you!,not_spam "I have seen that many services offer data sets of fashion storeโ€™s online sales. Where can one find this? I want to be able to have this data of multiple store fronts if possible. I know these stores sell some form of their data, just need to know the best place to find/buy it from. Thanks in advance.",not_spam "I am looking for data on how efficient the police are in the UK. I am measuring efficiency by looking at the conviction rate, or how many of the suspects prosecuted by the police were found guilty in court. Any help would be appreciated.",not_spam "Hi, I would like to make a app similar to this one in functionality: https://youtu.be/d7Zi45e4tpY I would like to create a similar app that provides a brief summary of what the Individual ingredients are, a healthy/unhealthy status indicator and what makes them harmful. So while I want the brief summary to be exactly as seen in the I would like to have more independent nutritional information. Is there a FDA API I can utilize to query the different ingredients or a dataset I can use? The author used GPT-3 but it's invite only and since the info used to build GPT-3 originated from general conversations on Reddit instead of a authoritative source I would prefer to use a more reputable source. Any assistance would be greatly appreciated. Thank you :D",not_spam "Data is found here https://www.cccco.edu/College-Professionals/Data Iโ€™m trying to answer this question: Out of all the community colleges, which one had the highest transfer percentage to a four year? Which are top 3? Is there a data set to see transfer percentage by major? I know thereโ€™s enough data in there to answer that question but I canโ€™t seem to figure it out?",not_spam "I collect stats on my houseplants, ""Ticket to Ride"" stats and distribution of my internet time.",not_spam "I remember seeing a post with a nice data visualization of multiple words (like sure, absolutely, maybe,...etc.) and how do people view these words in terms of certainty (?) So basically something like: Sure (people think that this indicates 80% certainty) Maybe (people think it means 40%) Doubt (people think it means 20%) And so on. It was a really cool chart and want to use it for something school related. Would really appreciate if someone could help out!",not_spam "Hourly weather data is available from observations, but also from models that estimate local weather conditions - a bit like weather forecasts for the past. Iโ€™ve compared estimates from Oikolab and ERA5 to observations from the Royal Netherlands Meteorological Institute (KNMI), for three locations in the Netherlands. [https://dirkmjk.nl/en/442/weather-data](https://dirkmjk.nl/en/442/weather-data)",not_spam "Hello, I am currently looking for a comprehensive list of companies that use palm oil in their products (preferably) with an estimate of how much they use either monthly or yearly, but this is not essential Apologies if this is the wrong subreddit for this, the format does not matter as I can sort it to the appropriate format myself :)",not_spam "I work at a state park and the park manager has me and a coworker at the main entrances of two parks under his jurisdiction asking each car that enters what zip-code they are coming from. I donโ€™t know the exact reason for this but I would assume it is Covid-19 related to send the data off to the state government. All he wanted me to do was to record the zip-codes on a piece of paper for him to send in at a later time but I figured that using excel to record them would be a much easier way to read the data in the end if they want to get nit picky. So I fired it up and Iโ€™ve never really used it before so I had to figure out some of the different simple functions to make it so I didnโ€™t have to do a bunch of stuff in my head or calculate it. Then I tried to make it easy on myself and learn how to use the geography data type feature that is built in but couldnโ€™t figure out how so I had to look up the towns associated with the zip codes one by one. Is there a more simple way for me to just have excel fill in the towns for me? Also I would like to make a heat map or something of the sorts showing the most popular zip codes coming to the parks but I think my college has blocked me adding the bing maps add-in to excel is there any other feature that is free which I could use to create a heat map of the zip codes? Thank you and sorry if this isnโ€™t the proper sub for this question TLDR: looking for a way to heat-map zip code data without excel for free, and also find towns associated with zip codes on excel as well",not_spam "I have a question in mind that I would like to answer, but I would need to have income distribution data at the county level. I found some relevant data on the U.S. Census website, but only lumped statistics like *median* income for the whole county. What I need is the actual list of individual incomes so that I can make a histogram for that county. Is it possible to get that kind of data from the Census site somewhere, or is that resolution of data kept completely private? I'm obviously not looking for any personally identifying information, just enough data points to plot the distribution and calculate the statistics I'm actually interested in instead of being handed a median or average or whatever. Multiple years going back through history would be ideal, but one recent year would suffice to get started. I'm sure it must be somewhere on the Census site if it's available, but I'm not having any luck finding it and if someone knows that it's simply not public I could avoid wasting tons of time continuing to look for it. Thanks!",not_spam "Hey all, hope this is the right place to post. Does anyone know if there is a website I could export cost of living data? I find a lot of websites that let you search by zipcode so it must exist somewhere.",not_spam "I've been looking for this data recently, couldn't find it all in one place so I thought I'd collate it and make it available to anyone else who might find it helpful. This is a list of UTC time zones plus their corresponding country code (ISO\_3166 2 letter) and estimated populations. I'm using it to assign users default time zones based on their connecting country code (something CloudFlare provides for free via a HTTP header called ""CF-IPCountry"") by finding all UTC time zones available for their country and selecting the time zone with the highest population as their default. An example using MySQL would be: SELECT timezone FROM UTC_timezones WHERE country = '<USERS_COUNTRY>' ORDER BY population DESC LIMIT 1 [https://drive.google.com/file/d/1S-J77IoS5QLszDHJknW00\_VunY1BIEKJ/view](https://drive.google.com/file/d/1S-J77IoS5QLszDHJknW00_VunY1BIEKJ/view) NOTE: The population count is based on the cities each zone has been assigned to. I couldn't find population data for all regions within a specific time zone.",not_spam "Hi everyone, so i' m about to make a chatbot and train it using machine learning, the problem is I have to find a data set that is a in Q&A format, also this chatbot i want it to be like a medical consultant that it will try and predict the condition out of the symptoms. My question is, Do I have to get a random Q&A dataset, or does it have to be specific to the medical aspect ?",not_spam "So I am currently gathering information in a spreadsheet, which has a bunch of columns of data, and I was considering making a project out of it and creating a database app that has a frontend that makes it easier and simpler (and prettier) to actually enter the data. Are there any easy (no complex coding skills required) solutions for this? In case it helps answer the question, the data is from a game. Smash Bros. Three players in every match (the same three players). The data gathered is (for each player)- \- Character selected \- Rank \- Kills (including WHO they killed) \- Damage Given \- and then total kills and stats like deaths, averages, K/D ratio etc is calculated and displayed as running totals automatically via equations. &#x200B; At the moment, the kills are displayed in a slightly odd way. Basically, the players initials are N, D and J. So the 'kills' are shown as something like ""J2D1"" if the N player killed J twice and D once. In the final app I would hope for the 'enter kills' screen to automatically show two icons (J and D for N, N and J for D, etc) that can be tapped the required number of times to quickly enter the data. If this is possible. So yeh, this is a slightly odd one maybe. It's totally unnecessary, as I can continue to do it using the spreadsheet, but as I say I figure it'd make a cool design project for my design portfolio. My programming skills are rudimentary though, so I'd rather use something that doesn't require too much advanced programming skills... Any thoughts?",not_spam "As the title says, need some data on the amount of cars registered in NY/US. Could also use proxy data if that is not available. Thanks.",not_spam I'm looking for as updated as possible list of US hospital locations (optionally with specialties listed). Would appreciate any help sourcing this!,not_spam "Hello all I am looking for a free dataset which I can use for speaker recognition purposes. Any dataset would do. It would be even more helpful if it is something that has a ready-made recipe in the kaldi-asr toolkit.",not_spam "I'm searching for some uncompressed audio. This likely won't be a dataset, but rather an API I can access to get uncompressed audio for certain songs. I've checked out the [Million Song Dataset](http://labrosa.ee.columbia.edu/millionsong/), and that's halfway what I'm looking for (that provides metadata for a million songs), but I'd rather have access to the raw audio. My second-best option is using Spotify's API to get songs and route my analysis through the audio as it plays, but [the audio is still compressed using ogg vorbis](https://support.spotify.com/au/learn-more/faq/#!/article/what-bitrate-does-spotify-use-for-streaming). tl;dr I'm looking for some sort of API where I can pass in a track title and artist (or song ID) and get back a audio file/stream. UPDATE: Just stumbled upon [this list](http://musicmachinery.com/music-apis/). I'm going to look into some of these.",not_spam "Wordnet doesn't come in a very easy-to-use format. I'd love something that comes in a .json file, for example.",not_spam I am currently looking for a dataset to use for a two-way ANOVA project. I cannot for the life of me find any data that has two factors with multiple levels. Can anyone point me in a good direction to find suitable datasets? The majority of what I've seen is time series data or one-way ANOVA data that I cannot use. Any help would be very appreciated!,not_spam "I am trying to get my hands on the stats, or even just the points on all the world cup players that FIFA has in their fantasy football game. (http://en.mcdonalds.fantasy.fifa.com/) I have made a team - doing fairly well - and I can see how they score after every game with the breakdown of the points they earned. I am trying to see the same for ALL the players. Any ideas?",not_spam "It seems like the USGS Downloader web application is broken or something, it won't let me download any data with the error ""Error occurred while processing Text file"", same deal with the CSV file download option. I'm currently on Virginia's Department of Conservation and Recreation website to download trail data, but if anyone already has the data available and compiled, I figured it wouldn't hurt to request that.",not_spam "Just a few items I've come across that are somewhat close. http://fera.defra.gov.uk/plants/plantVarieties/nationalListing/ http://en.wikipedia.org/wiki/List_of_culinary_vegetables http://en.wikipedia.org/wiki/List_of_culinary_fruits",not_spam "Hi everyone, I wanted to share a method I used to turn two cool datasets (foot traffic data & election results) into a third cool dataset (neighborhood-level political affiliation estimates). [Last spring I completed a project](https://link.medium.com/Lv3O88dqjkb) exploring how foot traffic data (from SafeGraph; 100% free for academics, significant free samples for others) could be used to estimate political affiliation at a more detailed level than currently available. SafeGraphโ€™s data has been used widely to understand COVID-19 spread and economic decline/growth in the US, but this was a new application. In my opinion, the greatest value of this approach is that the resulting political affiliation estimates are at the Census Block Group (CBG) levelโ€”the same level used by the US Censusโ€”so more powerful demographic analysis of election results is possible. Of course, this extends to understanding vote accessibility/suppression. *Note: My method did not supplement any estimates from vote-by-mail ballots, but it would certainly be feasible for a lot of counties across the US, depending how they report their election data.*",not_spam "My team and I created an API service for accessing crypto-currency market data, news and metrics. The service includes live and historical data on: * Trades * Order books * Candles * Index prices for all major crypto-currencies * News search * News metrics (e.g. [https://docs.google.com/spreadsheets/d/1-5iExx52DDYp-8NcJdQpXmxAchZq5K-fS\_zQR9gqMLU/edit#gid=1435086542](https://docs.google.com/spreadsheets/d/1-5iExx52DDYp-8NcJdQpXmxAchZq5K-fS_zQR9gqMLU/edit#gid=1435086542)) * CSV downloads (coming soon) There are limits on the Free tier (e.g. no access to historical order books) but if you message me at info@tokendatabase.com I can upgrade your account for free for one month. Let me know if you have any requests or feedback. **Website:** [https://tokendatabase.com/](https://tokendatabase.com/) **API Docs:** [https://tokendatabase.com/docs/#introduction](https://tokendatabase.com/docs/#introduction)",not_spam I need a dataset on minimum wage by county in the United States (to account for county minimum wage ordinances and I cannot find one anywhere!),not_spam "If any of you have ever worked with elasticsearch, you might know that elastic.co provides learners [a dataset of the collected works of Shakespeare](https://www.elastic.co/guide/en/kibana/6.8/tutorial-load-dataset.html), but jsonified. I was wondering if anyone knew of any other efforts to collect works by other authors in a similar structured data format?",not_spam "Hi, I'm currently taking a university subject where I need to use Metaheuristic Algorithms or NNs and apply them to any manufacturing or service system. I've been searching on uci and kaggle so far, but I haven't really found that much (I found a few). Any suggestions where else I can look? Like open data sets or challenges &#x200B; Thank you",not_spam "Hi, there are hundreds of free big data sets available in the US. However I could find none for Germany (I am interested in business data). There is the Statistisches Bundestamt and also private companies like Frauenhofe Institut but all the data is hidden behind paywalls. Does anyone know good free German big data sets ? Or can I maybe query Google directly through some sort of api ? Thanks and Greetings!",not_spam "Hi do you know if there is readily available image datasets of buildings? We would like to try to generate new building design using GAN. Thank you very much! I googled for a bit and find it difficult to find some group datasets.",not_spam "I'm looking for a large dataset of n-grams (preferably 4-grams or 5-grams, though bigrams or trigrams might also work), in order to get some cooccurrence data. Are there any such datasets (freely) available? Sadly, it looks the Google n-grams datasets (http://googleresearch.blogspot.com/2006/08/all-our-n-gram-are-belong-to-you.html -- not the more recently released book n-grams) now cost $150 + shipping. I thought I'd heard that Bing also provided n-grams datasets (http://research.microsoft.com/en-us/collaboration/focus/cs/web-ngram.aspx), but it looks like all the access is through some limited API, so (unless I'm missing something) I can't find all the cooccurrences for a given word X. Are there any other datasets available / am I misunderstanding what Bing provides? Or is my only option to just pony up and pay for the Google data?",not_spam "Hi guys, I have my project in my โ€œData Science using Pythonโ€ class. We have to find a fairly large dataset where we can do some exploratory analysis to detect 3 interesting, nontrivial, and somewhat unexpected findings. My professor suggested we look at datasets on Kaggle or data.gov, but even though thereโ€™s tons of data on those sites Iโ€™m feeling a bit uninspired. Do you guys have any cool ideas or suggestions? Thanks in advance!",not_spam [ Removed by reddit on account of violating the [content policy](/help/contentpolicy). ],not_spam I have an ACS datasheet showing 2010 through 2018 population estimates for all metro and micropolitan statistical areas (MSAs) in the US. I also have a list of about 250 complete street addresses. Does anyone know a lookup table or some other tool through which I could determine which MSA each of the addresses is located within?,not_spam "Does anyone know where I can find a robust Pokรฉmon dataset that includes Gen8? I would also be satisfied with a dataset that included Gen 1-7. I recently finished a Tableau Bootcamp and want to have some fun with all the great stuff I learned. If anyone is interested, I can share my dashboard and visualizations on this sub after itโ€™s all said and done. Has anyone here ever manipulated Pokรฉmon data in the past? What were some of the questions you were looking to answer? Were you satisfied with the results? Did you use any cool visualization techniques or dashboard tricks? Thanks!!!",not_spam "The November submissions dump is now available. This dump also includes the last remaining posts from /r/incels (up to when it was permanently banned on November 3). There are a total of 10,377,379 submissions in this dump. The file size is 3,206,303,853 bytes compressed / 22,475,953,759 uncompressed. SHA256SUM: fefce8f8e4a41ba41048cc01b23a6f5288bc0c6b7ae497a10a327a951d31de69 ------------------------ # Important info **New field for submission objects:** There is a new field available called ""subreddit_type."" This field usually has a value of ""public"" but can also have a value of ""user"" if someone makes a post in their profile page. The Washington Post makes extensive use of this new feature. **Upcoming changes in 2018:** There have been a lot of requests for smaller file sizes since the monthly dumps (especially for comments) is rather large. Beginning in 2018, I will be providing daily comment and submission dumps. I will still provide the monthly dumps in the same format that I have in the past, but the daily dumps will give people the ability to test their programs on much smaller data files. The daily dumps will have a 3 day lag in order to allow scores to settle while also allowing users to remove or delete comments and posts that may have accidentally included private information or other data that was not intended to be archived long-term. The daily dumps will include submissions and comments within one archived file and will have the format RCS_YYYY-MM-DD.bz2. For example, on January 5'th, 2018, the daily comment and submissions made on January 1'st will be available as RCS_2018-01-01.bz2 If you have any questions or comments, please let me know! Also, as always, if you would like to donate to this project, please use the following link: https://pushshift.io/donations/ -- donations are always appreciated but never required. Donations do help tremendously in offsetting the costs of the archive and API project which has now exceeded over $10k in expenses. Thank you!!",not_spam "Common Crawl has about 150 billion webpages in total, which is by far the largest among the public entities. I suppose Google has copies of even greater number of webpages (e.g. as cache) than Common Crawl if what I heard is true. So, is the answer of the title known to the public?",not_spam "Hello, I was wondering if anyone of knew of any sites that has data on a county level for the USA. Looking for datasets that contain home prices, income, unemployment, number of jobs. Any help is appreciated!",not_spam "Last year, Manchester City release a wide array of statistics that they had gathered. Does anyone have those statistics? The MCFC page that they used to live on is 404'd. Thanks!",not_spam "I'm doing an analysis of the best/worst places to live for allergies. I've read many existing research reports and analyzed Google Trends data, but think that the best indicator of allergies in a given area is the total sales of antihistamine medications, adjusted for population. Any thoughts on where to source this? The US Census data unfortunately isn't granular enough.",not_spam "I am working on a recommender system with a dataset consisting of book ISBNs and user votes. I need to link these ISBNs to more information regarding the books (year, genre, author...). Any idea where I can find this complementary data?",not_spam " Tossing this out there for anyone who might be interested in exploring cutting edge AI unsupervised machine learning tech. Having just discovered this community and being a longtime Reddit user myself I felt some urge to get an idea from professional data scientists about their thoughts with regards to your thoughts on potential application and comparison to other tools. Currently we are a primarily eDiscovery platform that is also utilized by law enforcement and other organizations with large data sets. We have the following data sets available to review as a demonstration: [https://demo.agnesintel.com/](https://demo.agnesintel.com/) * **Text Documents:** AGNES has provided the Enron email corpus for review in this demo. This silo provides an example of a standard email corpus. You can create research and review projects, search through the emails using pertinent names and terms, and toggle back and forth between the emails and their attachments. Watch how quickly the important documents become readily available. * **Audio:** AGNES shows approximately a thousand hours of the Joe Rogan podcast. AGNES platform transcribes, indexes, binds, and applies AI-powered search to audio files. Our technology shows you the entire contents of the data-set at a glance, uncovers patterns, codes and slang, and helps you find what youโ€™re looking for faster than you thought possible. * **Audio-Based Video:** AGNES has provided 70 years of State of the Union Addresses to demonstrate our video capabilities. When you find a topic of interest, you will be brought right to the section of the video youโ€™re interested in. You can explore how issues were discussed differently over time, find common threads, and use context-driven search to show you the complete picture on any issue. We also welcome any requests with pro-bono/non-profit data sets for review, or other reasonable requests to submit your data to explore further. Any and all feedback is appreciated and I'm sure that I, as well some other co-workers more experienced in the field, can contribute to your inquiries as well. To give a quick summary: we are an AI based platform that is an **unsupervised** technology without any need for TAR, but also has the capability to fully transcribe, index and create an organic table of contents for audio and video data, within the context of the information itself, which is what makes our tech stand out from the rest. [https://demo.agnesintel.com/](https://demo.agnesintel.com/) There's absolutely no commitment, hidden gimmicks, soft paywall or personal/payment info needed - but we would love to get some constructive feedback about what we want to be the most advanced AI-based data forensic tool out there. Key attributes of our platform: * **AI based** intuition and user input learning โ€“ more advanced and replacing TAR, training sets and โ€œpredictive codingโ€ - Unsupervised AI machine learning * Context based results to maximize relevancy - data is sorted into an organic table of contents, allowing user to identify issues/concepts to find that ""unknown, unknown"" information they may not even be aware of * **Audio/Video review** โ€“ drastically reduce man-hours to review such data",not_spam "I've tried everything, but for some reason it seems impossible to find datasets that includes a simple list of the councils in England sorted by their group, and a list of covid cases also sorted by councils. I'm not British so it may be a lack of knowledge of how their government sites work. Anyone know a place to find these?",not_spam "I'm looking for datasets containing jokes, commentary or full scripts from popular late night shows. Haven't been able to find any, so any help would be appreciated.",not_spam "Hey, Iโ€™m looking for data on annual concussion rates in major sports leagues. Primarily the NFL, but also other leagues like the NBA and NHL. Thank you",not_spam "Hi, I'm working on a research project alone where I need to collect the posts of a subreddit from the last 3 years. That makes a lot of posts. I'm not interested in the comments, just the posts are enough. I'm aware of praw, but it won't return more than 1000 most recent posts. I'm also aware of psaw but I just read that it also has the 1,000 limit. It seems like 4 years ago there was [https://bigquery.cloud.google.com/dataset/fh-bigquery:reddit\_posts](https://bigquery.cloud.google.com/dataset/fh-bigquery:reddit_posts) where people could use SQL queries to obtain what I want, but it's no longer of existence. Meanwhile [http://files.pushshift.io/reddit/](http://files.pushshift.io/reddit/) exists, but the most recent posts look like from 2019 and I hesitated to download them since there is no way of specifying the subreddits, looks like it will give all posts. So, is there a currently supported, easy way of collecting a subreddit's posts that will contain more than 1K posts? I highly appreciate your suggestions.",not_spam "Hi guys, As the title says, do you have any tips on where to get interesting data sets to analyse with Excel/SQL. Preferably this data will be raw since part of the exercise is to clean it / standardize it, and finally produce some insightful data visualization. Let me know!",not_spam "Looking for a data set that for each article on English Wikipedia (or subset of them) would show all other Wikipedia articles linked to from it. The closest I could find is to [download everything](https://en.wikipedia.org/wiki/Wikipedia:Database_download), but that feels like an overkill that would take a lot of time to process. Basically would like to sharpen my skills in python, and also see if my hypothesis that you are always <=6 steps away from an article about WWII. TIA!",not_spam "I am a postgraduate student in India and would like to create a birdcall/song identification system as part of a project. Does anyone know of available data in this respect? ",not_spam I'm trying to build a corpus for a classifier. I need VK posts and my old collector doesn't work as well as it use to due to API changes. I'm hoping someone has been collecting a ton of VK data and wants to trade. I have tons of other social network datasets. Message me if interested or if you know of any places to download some.,not_spam "There are lots of paid APIs for this sort of thing, but are there any free APIs that provide business listings by category (i.e. ""grocery stores"")? Thanks. ",not_spam I have a supplier side dataset which contains the name of the supplier and its corresponding top 3 customers (buyers) and the top 5 products it sells. These top 3 customers (buyers) and products are divided across 8 individual columns. I want to search names of the suppliers based on its customers and its top products. Is there any way I can simplify this dataset without applying individual filters across all 8 columns using Tableau or Excel (preferably)? Help would be really appreciated.,not_spam "I'm interested in researching risk factors associated with opioid overdose and/or death. I need data that includes overdoses and non-overdoses so that I could theoretically assign a probability of overdose and evaluate risk factors (ideally, length of prescription, dosage, personal/family history to the extent possible). Can anyone point me somewhere? So far I've only been able to find free public data on fatalities that don't include the ""successful"" cases, so I can't really assess risk factors. Thanks!",not_spam "I need a moving dataset. For example, car coordinates in traffic. Anyone can help me?",not_spam "Hi Reddit - Can you help me find these? I'm trying to measure how much fuel is consumed by public/private transportation in non-OECD countries. Thinking that commute times and vehicle ownership rates may be a good proxy if consumption is unavailable. Thank you! ",not_spam I'm looking for this data set if it exists,not_spam I am looking for road accidents dataset in US or any other under developement country (not European country) to benchmark some work. I will appreciate any help. ,not_spam "Preferably in CSV or some readable format, would like to avoid transcribing the data myself.",not_spam I am looking a time series data of the average price of certain models of used cars over time. CarGuru gives me the overall trend plot but only for make model and year. I would like to account for mileage and trim.,not_spam "Hi all! I'm trying to find data from weather stations around the US that provide weather data at the hourly level, not just the daily summary. Hopefully this data includes precipitation, wind speed, and temp, any other data would be great. I have looked into NOAA's datasets (https://www.ncei.noaa.gov/data/global-hourly/access/2018/) which includes global-hourly access to each station but the data is confusing and the documentation for Integrated Surface Data will take some time to translate and process. If there are any parser packages for these csv files that someone could point me to, that would greatly appreciated.",not_spam "Hello, I wanted to make my first Kaggle Dataset. I am trying to download/create a dataset having information of Tea and Coffee consumed per country. **But I have not got much data till now**. Data doesn't have to be very accurate, even some estimates should work for my research and it's fine if I don't get data of some countries. &#x200B; For tea, I started from wikipedia: [https://en.wikipedia.org/wiki/List\_of\_countries\_by\_tea\_consumption\_per\_capita](https://en.wikipedia.org/wiki/List_of_countries_by_tea_consumption_per_capita) and for coffee I found this dataset: [https://www.kaggle.com/michaellight/usda-coffee-data-06-2020](https://www.kaggle.com/michaellight/usda-coffee-data-06-2020) &#x200B; The problem I faced while trying to merge these datasets is that there are very few common countries in between them. I also tried looking in [https://datasetsearch.research.google.com/](https://datasetsearch.research.google.com/) and got this dataset for tea but perhaps it does not have country in it: [https://data.world/kacurtis/usda-ers-food-availability-coffee-tea-and-cocoa](https://data.world/kacurtis/usda-ers-food-availability-coffee-tea-and-cocoa) &#x200B; I think USDA has data on coffee that I can extract but **Tea** is missing. Is there any dataset from where I can estimate how much tea is consumed in countries (by import/export and production estimates). &#x200B; Any kind of help or ""direction where to look for"" is highly appreciated.",not_spam "I am making a guessing game where I show a picture and the user guesses the price. I need a dataset so I can get prices of some basic things like say a handbag, laptop, computer, phone, toothbrush, mouse, apples etc. Any currency will do. A list of prices from a store would be perfect.",not_spam "I'm working on a project that focuses on finding new use cases of AI in industry 4.0 I'm looking for dataset that can be used to build a prototype for any applied use cases like: Quality control Inventory Computer vision applications Managing supply chain",not_spam "Hello! I am in the process of writing my master thesis, and I need your help for data collection. I just need you to register here http://hcipedia.xyz And play the game for as long as possible. Don't worry, I am only collecting the points where you click in the image. Thanks!",not_spam "Statistical relation between #of posts, #followers, and follower engagement in respect to social media follower growth. Not sure if this exists. I looked online and I could not find must on this. ",not_spam "Hello all, I have a Project to complete in r for a class at my university. Me and my group have spent hours looking for a viable dataset, but are not able to find any. I was hoping someone could help us here.... &#x200B; Here are the requirements: &#x200B; a. Find a data set with two variables Y,X with the following properties: โ€ข At least 150 observations โ€ข The data set should not be a time series or directly correlated with time โ€ข The independent variable X should be approximately evenly distributed over its range โ€ข The error terms should be homoscedastic โ€ข The data should be from economics or related topics โ€ข Suitable for the multiple linear regression model (no nonlinearities) โ€ข You may use suitable transformations to linearize a nonlinear data set (Briey describe the transformation) โ€ข Clear relationship between X and Y for at least 1 variable (see task b.) &#x200B; We have already browsed through some threads and found nothing. Thank you all!",not_spam "Hi everyone! I am looking for a dataset that contains all of the names of musical artists and bands in list format. P.S. I forgot to specify, sorry. I only want the data of the artists and bands from the past up to now (2021) and excluding the upcoming artists and bands. (2022 onwards)",not_spam "Need a dataset that have the step length. If anyone knows about something, I will be glad to have it.",not_spam I want Datasets to Shortlist candidates by using ML algorithm.,not_spam "Hey r/datasets! I'm looking for data on American automobile prices in the early 20th century, specifically around 1900 to 1930. Ideally it would be a yearly catalog where I can compare how prices changed for specific car models over time. I'm also hoping to find information about injuries and deaths per passenger mile over this period as well. Thanks!",not_spam Newb to working with datasets. How would I go about getting all the titles of each rumour on the website alongside information on whether it is 'true' or 'false' as determined by Snopes? Apologies if this is a rather vague request.,not_spam I've been trying to find such a data set for a few days but no luck so far. Maybe somebody knows where to look?,not_spam "Is there a dataset with salary, language, country,experience of software developers worldwide?",not_spam "I have a friend who is a digital artist, she's just starting out and is curious about what other artists charge for their art as she's not sure what her price points should be. Would be curious to cross section rates by state, country, age, professional background etc. There doesn't seem to be a good dataset of this, anyone know of any? I could scrape Fiverr to create a dataset, but I feel like the artists all price gouge and she's not interesting in selling her commissions for $5. Any thoughts/info/advice?",not_spam "Looking for (Open, High, Low, Close) for each stock in the Nasdaq. Preferably 20 years back but anything past a year back I cant seem to get.",not_spam "Hi everyone, I am searching for a dataset containing pictures of computer parts, such as motherboards, video cards, and RAM sticks. These parts could also come from laptops. If someone knows a dataset like this, please share :) Thanks",not_spam "Hi everyone. Does anyone have a handy resource for fantasy sports data for a complete season that also contains the % of users (aka everyday people who are playing in the league, NOT the athletes themselves) who own/play a certain player? For you ESPN fantasy football users, I would need a dataset that has the %own AND the %start for every player for every week. EDIT: Also, knowing when a particular user drafted a particular athelete would be AMAZING!!",not_spam "I have to do a clasification task and I was looking for a good dataset. I would like It to have a lot of columns so I can do some data analysis as well. If anyone could recomend me a dataset It would help me a lot.",not_spam "Been working on a few projects where I need both historic weather data (\~4-5 years in the past) and pollen count data. I haven't been able to find any data sets / APIs to get this data. Has anyone else had this problem and found a solution? For context one project is looking at predicting public transit usage (using weather as the main factor) and the other is looking at marketing allocation using pollen data as a main factor.",not_spam I am looking for a dataset(s) which contains a decent amount of moves involved in a Othello/Reversi game. Any other metadata along with such a dataset is much appreciated.,not_spam "I need to analyze US data from 1970 onwards. I'd like to use [https://usa.ipums.org](https://usa.ipums.org) Does anyone knows more about the 1970s samples? Is anyone of the following better than the other, or should I choose all of them? * 1970 1% Form 1 State sample * 1970 1% Form 2 State sample * 1970 1% Form 1 Metro sample * 1970 1% Form 2 Metro sample * 1970 1% Form 1 Neighborhood sample * 1970 1% Form 2 Neighborhood sample &#x200B;",not_spam "Fellow Redditors, Are you aware of any dataset (ideally but year) which indicates where a countryโ€™s government is located in terms of political spectrum (e.g. conservative, social democrat, libertarian, far left, and the like)? Any help is very much appreciated!",not_spam "Iโ€™m an undergrad that just started helping a professor with research. He wants me to improve his current method for getting/storing tweets. Right now, the program uses the search api and does some kind of recursive search on retweets/comments on news articles for top news outlets. The api is called with java and stored in MySQL. Again, my goal is to improve it. My idea was to use the streaming api instead of the search api, dump everything into an amazon fire hose, store raw data in s3 and load into elastic search plus kibana as a UI. (Basically follow this tutorial https://aws.amazon.com/blogs/big-data/building-a-near-real-time-discovery-platform-with-aws/ ) The current program is logging about 35k tweets a day. Can anyone speculate if the proposed setup would be a significant improvement? I know that speaking strictly data limits, the streaming api should have a higher capacity but I donโ€™t how it behaves in practice. I also no there are issues with time delay on the search api, and only getting a certain percentage of tweets with the streaming api. If anyone has experience with the api, Iโ€™d appreciate the advice",not_spam "Hi, I'm looking for datasets that are highly correlated on the lower x-axis, but then become uncorrelated on the right part of the x-axis. Basically this is diminishing returns-type stuff, but ideally slightly more extreme such that the correlation goes away completely (At least as one could measure it within the noise). Thanks in advance!",not_spam "Hi r/datasets, CEO of DoltHub (https://www.dolthub.com) here. We are running a contest on DoltHub to gather and clean US Presidential Election precinct-level results. The prize pool is $25,000. The prize will be divided up in February based on number of cells added to the database, last edit of a single cell wins. This kind of contest is possible because Dolt (https://www.doltdb.com) is a database with Git-style version control. It's the only SQL database you can branch and merge allowing hundreds of people to collaboratively edit. For more information and some hints about how to get started, check out: [https://www.dolthub.com/blog/2020-12-14-make-money-data-wrangling/](https://www.dolthub.com/blog/2020-12-14-make-money-data-wrangling/) We're looking forward to this community's contributions.",not_spam "I'm looking for a list of coffee shops. I tried finding business listings on data.gov but couldn't find anything useful. Even if its a list of businesses where I could filter by coffee shops that would be ok.",not_spam "Location: http://files.pushshift.io/reddit/comments/monthly/RC_2015-08.bz2 **sha256sum:** ffd8ae06d62821b6a08df354326556e67b2f9352e885d1e47358a0a1f65a9ca9 RC_2015-08.bz2 **Number of comments** 58,075,327 **Size compressed / uncompressed** 5,811,661,458 (6 GB) / 30,500,913,370 (31 GB) **Edit** I removed the unnecessary fields. It shaved ~ 5 gigs off the uncompressed version.",not_spam "hey i have this dataset below and would like to make it into something easily readable. Is there any way i can quickly populate the brand and product description for a large dataset? It was initially collected in a human readable format instead of machine readable format. &#x200B; &#x200B; |Brand|SKU|Product| |:-|:-|:-| |Brand1|SKU1-Can|Description 1| ||SKU1-6Pack|| ||SKU1-Case|| |Brand2|SKU2-Can|Description 2| ||SKU2-6Pack|| ||SKU2-Case|| |Brand3|SKU3-Can|Description 3|",not_spam "Hello, I am currently working on a pet economics project and I am looking for the unemployment rate for each state by year. Thanks for your help.",not_spam It can be a dataset of the species in the US or from any part of the world. Looking to make a data visualisation project,not_spam I was wondering if anyone has come across a Sweet potato dataset? I wanted to classify the types of diseases that sweet potato plant or leaves or the potato itself can get. I can't seem to get a hold on any such dataset. Any help will be appreciated,not_spam "I'm looking for datasets to portray the impact of Covid on any other subject (education, mental health, online sales...). The covid datasets are obviously easily retrievable - I am however having problems finding differing datasets that include data from since corona/the lockdown started. Kaggle etc seems pretty empty, or maybe I'm not very good at looking. Anyone have any interesting datasets to compare to the Covid impact ?",not_spam "Hi, all. I am looking for a data set made up of university policies. I would like to do a time-series analysis to see how university policy changes over time (so preferably I would have older as well as newer university policies). I would be so grateful for your help finding this data set, as this data has thus far been difficult to find. Thank you!",not_spam "Does anyone know of a freely available dataset with random interesting facts similar to something like the following: https://didyouknowfacts.com/facts/ I don't seem to be coming with much doing searches.",not_spam &#x200B;,not_spam "Does anyone know of any collection of transcripts for athletes or coaches who are being interviewed after a game? By postgame interview, I mean kind of interview where reporters ask the athlete/coach (usually seated in front of and facing everyone else) to describe what happened and what contributed to their win or loss. Ideally, the dataset would be in a script-like format, listing the speakers, and what they say in the order the questions were asked.",not_spam "My group is doing a data mining assignment in which we want to categorize english learning videos based on the words appearing, assigning them levels of difficulty. We have found a list of english words organized by level for chinese speakers that are learning Chinese in high school in Taiwan. This list consists of around ~6700 words from level 1 to level 6. This quantity is however too small for the words of the videos we are analyzing, getting around only 30% of the words appearing on the videos. Does anyone know of a bigger dataset for english words organized by level? (containing more words per level or even more levels). I know there are lists of more common words in English, but we would like something with labels, maybe from some standardized test.",not_spam "Hi, I'm looking for vehicle crash data captured from accelerometers or similar instruments. I'd imagine most commonly would be taken from phones. Thanks.",not_spam "Finding an interesting and open image dataset is quite a challenge, especially if you want to use it for creating a workshop, tutorial, or book. I'm writing a book now, and I didn't want to use the standard cats-vs-dogs dataset, and of course, not MNIST. But I couldn't find a good one. That's why I decided to create one - a dataset with images of clothes. I've already collected 1000+ images, but I need more Once I have 10000 images, I'll label them and share under a public domain license (CC0), so anyone can use it for any purpose. You can help in many ways: * Upvote this post to increase visibility * Share it with your friends and colleagues * Take pictures of your clothes and share them More info here: [https://medium.com/data-science-insider/clothing-dataset-call-for-action-3cad023246c1](https://medium.com/data-science-insider/clothing-dataset-call-for-action-3cad023246c1)",not_spam "I'm looking for a dataset of photographs from either one type of camera or a certain older time period (e.g. the 90s). Photos can be of anything, even better if there's a lot of variance in the subject. ",not_spam "[Kaggle Dataset Link](https://www.kaggle.com/rtrench/video-game-length-times) I got an email from kaggle suggesting Id share the dataset here so thought, why not :) The main goal was to get more familiar with using scrapy, and I also thought that the website could provide some interesting data. This data was acquired from the website [https://howlongtobeat.com/](https://howlongtobeat.com/) through a [crawler](https://github.com/raphaelTrench/how_long_to_beat_crawler) I have developed. Here is an [example](https://howlongtobeat.com/game?id=10270) of a game page where data was acquired from. If anyone has any feedback about my crawler or dataset, I would gladly welcome it!",not_spam "Hi does anyone know where I can find data for mental health and treatment in the USA, especially for young adults/millennials/college students etc? I looked at Statista but was wondering if there are any other stats or data available. Thanks.",not_spam "I'm working on a system for automatic grading/scoring. I found [The Hewlett Foundation: Short Answer Scoring](https://www.kaggle.com/c/asap-sas) and [The Hewlett Foundation: Automated Essay Scoring](https://www.kaggle.com/c/asap-aes) which are both very helpful but I also need examples with really short answers; like single words or phrases (which may be misspelled or written in different ways). The data needs to include the actual answers/responses of the students and should include both the question and the grading/scoring from the teacher. The subject doesn't matter, and I'll even take any language (although I certainly prefer English). Please help me find this data since my systems will have to deal with short phrases very differently from 50+ word answers.",not_spam I am looking for data on biotech startups in california specifically SFO and LA. Crunchbase seems to have made it very difficult for casual users to get the data. any ideas folks?,not_spam "I am not asking for the set of possible values (domain) but the values actually taken for an attribute in a given table. For example, in math, the set of values taken by a function is called the range. Is this concept useful or commonly used?",not_spam "I was in talks with a small NGO about trying to predict future donation flows. Volunteer side project basically. The project didn't work out due to legal stuff and them being unprepared that this would mean some work on their end to prep the data for example. The topic itself was highly interesting though and I'd like to work further out of personal interest. Does anyone know a dataset of raw donation data, as in basically \[donation amount, date time\], completely anonymized? All I can find are statistics and activity reports to international undertakings. Stuff that moved millions, not small donations.",not_spam "I'm looking for a dataset where the rows correspond to individual student loan borrowers. It could be an anonymized survey, for example, with variables like borrower age, graduation date, occupation, amount borrowed, current balance, etc. Can anyone suggest datasets with this type of info? Thanks!",not_spam are there datasets where a crime has occurred and its details are recorded so that nlp can be applied into it?,not_spam "A simple example I can think is exporting my email inbox to view inbox frequencies, or at what times I sent emails since opening this account. ",not_spam "Hi Guys, I have been working on a new SQL / BI Analytics tool for the past few months and I was hoping to get some alpha / beta users to help provide feedback. Our mission is to provide a centralized source of data to help eliminate time from scraping / transforming / visualizing, and help get you to the analysis you want faster. We currently have two data sources on our application. There is some NFL play by play data, as well as a database tracking live COVID-19 cases. You can create an account here: [https://alpha.ivypro.io/register](https://alpha.ivypro.io/register) Hereโ€™s our main site: [https://ivypro.io](https://ivypro.io) Please bare with us through the early phases of our development, we plan on introducing a lot more features soon. There may be some bugs here or there, and we are a small team but we are actively working on it! If there are any issues, or if you would like to provide feedback, you can email me at: [kyle@ivypro.io](mailto:kyle@ivypro.io). Also, we are planning to do user testing interviews soon, so if you would like to participate in shaping our product going forward, let me know. Thank you!",not_spam "I'm looking for the number of each device in use each year, ideally worldwide (the US only as a second choice), from as far back as possible to today. Any ideas?",not_spam "Howdy! I'm trying to get my hands on a dataset describing how much fuel a given vessel consumes over a period of time -- ideally I'd love to be able to see instantaneous consumption (from some sort of sensor network) but that probably would mean that I would need to integrate with whatever system gets that data. Equally as useful would be something like a vessel noon report ([https://www.marineinsight.com/guidelines/what-is-noon-report-on-ships/](https://www.marineinsight.com/guidelines/what-is-noon-report-on-ships/)) or some other dataset that describes when a vessel gets refueled, how much, and with what kind of fuel. Any thoughts or directions would be much appreciated!",not_spam "Where do companies like staterecords.org, spokeo.com, whitepages.com, and so many others get their information from? As an example, I went to [NY's Criminal Justice site](https://www.criminaljustice.ny.gov/ojis/recordreview.htm) to see if I could get my own, but it requires me to pay, how are these companies able to get it for millions of people, is the government just giving it away?",not_spam "I have issues to access some APIs because the pricing starts at 400$ or 1000$ per month for good APIs. For instance, twitter API costs 400$ per month for 500 tweets per call. I just do not know how valuable will be the datasets I will get for me but I need to pay crazy amount. Did some of you try to create several cheap accounts or would be ready to share an API and the costs for expensive APIs? What are APIs you would like to access but are too expensive?",not_spam "I've been asked to do a presentation and I've chosen to do reddit. The problem is, is there any reliable source to gather statistics and datasets on reddit? (e.g. Number of active redditors, etc) ",not_spam "Good afternoon wonderful data people. The CDC now wants to study LA, DC and Chicago to understand case spread and new cases by neighborhood due to new hot spot designations. The data we need is being posted daily here, for example, in LA County: http://publichealth.lacounty.gov/media/coronavirus/locations.htm But we donโ€™t have the very important associated analytics and historical trends and graphs day over day from when the pandemic started to easily see what specific neighborhoods are being most affected and growing the most for new cases. LA County adds to the neighborhood numbers daily, but they do not provide any sort of historical visualization or graphical trends. If anyone out there feels they can do this, can you pull historical data by archive or waybackmachine and provide a graphical representation of new coronavirus cases by neighborhood for LA and potentially DC and Chicago as well? This will get shared a lot in research circles some of us have access to and currently there isnโ€™t a good site anywhere I have found that is tracking new case growth or decline or stagnation by neighborhood in the top three hot spot counties of most concern to the CDC. This will also help residents in these areas as well. Thank you for your help.",not_spam "Zagat, Michelin, Mobil, etc?",not_spam Is there any resource/dataset to understand human trafficking in US or around the globe? Do you know of any missing persons database?,not_spam "I'm currently working on developing medicinal plant database what data fields can u suggest considering its applications in drug designing, genomics, pharmaceutical industries etc.?",not_spam "I'm working on a project on gardening, and I'm looking for a clean API or data source of vegetables and planting & harvest times. Something like this(http://www.gardentowerproject.com/news/gardening-ideas-recommendations/veggie-scheduling-when-to-start-seeds-plant-harvest), but with data that's usable (or easily changeable) by excel in formulas. In an ideal world, I'd like to have it include indoor planting times & germination times. It would be great to have a chart like this(http://www.ufseeds.com/Zone-6-Planting-Calendar.html) but with actual date ranges instead of a gradient. And I'm aware that this data change per zone and has a margin of error. I'm looking specifically for Zone 7, but if this was organized by Zone that would be great. If not, I can still work with the data. Does anyone know where I can find such a chart?",not_spam "I am doing a report on global health, and some of the WHO datasets are very relevant to my report. However, they have such limited years! [T](https://apps.who.int/gho/data/view.main.182?lang=en)[he dataset on infant mortality rates only includes years from 2013 on.](https://apps.who.int/gho/data/view.main.182?lang=en) I have tried filtering the years, and it only gives me the option to exclude some years from 2013-2018. And they definitely have data from further back than 2013. [Their page on infant mortality rate has a graph with data from the 1990s.](https://www.who.int/gho/child_health/mortality/neonatal_infant/en/) I'm new to this, so I don't know if I'm missing something obvious, but I can't find any of the older data. Any advice?",not_spam "Hi - I am looking for a dataset to show financials of charities and non-profits ie money received (from individual donations, government funding, profitable income, etc) and the spend by category (admin, salaries, donations, marketing, etc). Is there anything similar being collected or any ideas how to get a better picture of this? I am primarily interested in the UK and EU.",not_spam "I'm looking for a overall game data set containing, but not limited to, current gold, accumulated gold, CS, Item purchases, general events (champion's targeting champions, tower's targeting champions, etc.), and so forth. I'm trying to build a comprehensive model varying with rank, champion selection, team composition, and other variables to map a team's chance at victory. I essentially would love to be able to track down the most pivotal mechanic in game at specific bands of game play and then reverse the models to give a actively calculated chance at victory from the player's match history, rank, and tab screen information. ",not_spam "I'm looking for datasets that codes the participants of a movement (e.g. student protest, military protest, indigenous protest). Does that exist?",not_spam "I'm looking for a good dataset with up to date data on Time Zone and State by Zip code. Bonus points if you can get Canada data in this too. I was looking at data.gov and kaggle and couldn't find anything that had all of those things at once. I may be missing something obvious here as I'm a newbie to working with data like this. If anyone could link me to a good dataset or help me learn how to search for one better I'd really appreciate it. ",not_spam https://www.kaggle.com/deepcontractor/marvel-comic-books,not_spam "I'm new to data science and I'm working on my first data cleaning project. I'm trying to find some datasets on salaries and salary distributions around the world. Additionally, I also want to mix a few related datasets in this, like GDP and population of different regions in the world. Where can I find these datasets? Also, as this is a data cleaning project, is there a way to get raw datasets that haven't been worked on much?",not_spam i am going to build a chabot for university and need a free of cost dataset to be trained on .. kindly if any one have ..,not_spam "Other than pulling estimates from articles, I haven't been able to find a good source of the total costs of the Democratic National Conventions over the years. Anyone know where these numbers might be?",not_spam Iโ€™m working on some research and need approximately 2TB dataset to manipulate. We have talked about a couple options however we are looking for a cheap solution since the project is so temporary. Are there any publicly available datasets of this size for free and how would you recommend storing the data?,not_spam "There was recently an article in the Wall Street Journal that indicated that as of 2017, the IRS has made 990 filings available as datasets. Does anyone know where to access and download that data?",not_spam "I am working on a news story clustering project, which should group together the articles about the same event from different sources. Unfortunately I can not find a dataset that includes any information like this. The [NewSHead](https://github.com/google-research-datasets/NewSHead) dataset from google is going in the right direction, but they mention the clusters come from their own clustering algorithm and is not human annotated. Is there any other dataset you know of similar to this one but possibly annotated by humans? Edit: I am looking for news in English.",not_spam "Hello, I wanted to study the trend of certain topics so i turned to google trends. Do you know if it is possible to get daily data of google researchs ? And if so, how ? Thanks",not_spam "A journalist friend wanted a dataset of all the unclaimed money of the WA treasury. Probably not a very interesting dataset for most people, but I figured I'd upload it publicly in case anyone wants to play around. The scraping script is also included: https://github.com/josephrocca/unclaimed-money-western-autralia-2018 * The dataset contains 436,042 entries * About 52 million dollars unclaimed in total * Scraped by using this search form: https://www.treasury.wa.gov.au/Unclaimed-Money/search/ with a list of the 5000 most common first names, and 5000 most common surnames * Probably contains at least 80% of entries A couple of interesting entries: * $915,703 unclaimed - no known beneficiaries: https://imgur.com/a/IRq3vPp * $21 unclaimed - from the year 1900: https://imgur.com/a/AK96reF",not_spam "Hi, does anyone have any datasets that include information on video game UIs? This could be data about the different components they use or anything similar Thanks",not_spam "Hey all, Do you know of any available (free or otherwise) transaction data sets? Ideally, I'm looking for credit/debit card transactions that give me at least a purchase description and price. Email data (so I can comb through digital receipts) would also be really interesting to look at! Thanks ya'll. ",not_spam "I'm exploring some ideas about exact time during the diurnal cycle that death occurs. Ideally, I'd like to know other things like age, latitude, exact time of birth, ethnicity, cause of death and basically anything other reliable data associated with the death event. I know it sounds a little morbid, but I think it might be important when establishing millimort actuarials. ",not_spam I'd love to get this little dataset if anyone knows where I can find it. A recent post on /r/showerthoughts got me thinking about it.,not_spam "Hi datasets, I'm looking for information on probabilities of a person having a certain birth date. Are there any large datasets with birthdates or any information I can use to discern popular birth dates (birth numbers or anything) to get this information? Everything I've found so far has just been an already made chart but I'm looking more for actual numbers. Thanks!",not_spam "Hi /r/datasets I have an econometrics assignment which is troubling me at the moment. I am performing Johansen cointegration analysis on three series (log money supply, log real gdp and Long run interest rates), in constructing an unrestricted VAR real gdp shows signs of autocorrelation. There is a spike at length 4 in the correlogram for logGDP and my VAR already has seasonal dummies. Is there anything I could add to the VAR to account for any seasonal effects there may be in logGDP. The data is annual and not seasonally adjusted. There are two structural breaks in the data which I have accounted for with shift and pulse dummies. Any help would be appreciated. Thanks ",not_spam "Hey I'm looking to do some analysis for my dissertation and I need some advice. I'm building a database to analyse UFC PPV sales and the main determinants of the figures. After doing some reading, I want to include a personal rivalry variable - I know its hard to measure, but in the UFC fights seem to be binary personal or not personal - is there a way I can do this more quickly than finding the build up for each and every fight? thanks",not_spam "I'm looking for a corpus of either psychologists running clinical sessions or people writing personal journal entries, maybe if neither of these exist another good option is personal letters between people (like WW2 letters back home). I'm looking for personal accounts of people having a problem, with some reflection of said problem ocurring as well.",not_spam "This dump will be massive and include all questions, comments, answers and user data for all stackexchange sites listed here: https://stackexchange.com/sites This includes all stackoverflow data. ",not_spam "I know that there is a parent ID of each comment but it may not point to the post itself (in case of multi-threaded comments). Would be great if anyone helped me out. Thanks in advance You can see the attributes of each comment available in that dataset here : [https://github.com/pra8eek/reddit-analysis/blob/master/CommentsConverter.ipynb](https://github.com/pra8eek/reddit-analysis/blob/master/CommentsConverter.ipynb)",not_spam "I need to present on a topic of my choosing for a job interview within Tableau (doesn't need to be serious). I think it would be fun to do an analysis on the most loyal NFL fanbases. The two main pieces of data I'm looking for are: 1) Historical NFL attendance records (compared vs. record) 2) Historical revenue by team",not_spam "Looking for raw data (.csv/.txt) of choices and wins/losses of gamblers on the IGT. Unfortunately most published papers are some years old and the datasets are not retrievable anymore. Could someone help with this?! Anonamyzed and unpublished data is fine, we will not analyze it but use it for simulations in a matlab model. ",not_spam Thanks!,not_spam "Hello all I was wondering if there's any public datasets that have what tax percentage property owners are charged. Residential and/or commercial data would be awesome. Historical would be amazing. Data from the US, Canada, Europe would be great.",not_spam I am looking for a News Dataset with focus on the Content.,not_spam "I'm looking for a dataset of tweets that are labeled as 'spam' and 'ham'. Much like the one below, though for Twitter instead of SMS: https://archive.ics.uci.edu/ml/datasets/SMS+Spam+Collection",not_spam "Hi, I'm struggling to find datasets on bonds. Do you know any sites that offer a dataset for green bonds? Thanks!",not_spam "So I'm looking for any data that deals with the number of accidents, the costs payed to cover them, etc. Thanks.",not_spam " Hey can you tell me, how will I find cancer patient GIS data for India?",not_spam "Classes that I would take for it are. One major reason why I wanna do this is because it covers some General education courses I would've needed to take anyways 1. A GIS class 2. A digital marketing course 3. A digital art class like graphic design 4. A data analytics course 5. A programming class like C",not_spam "My team and I need to find a data set to perform classifications or regression on. We need to find a data set with no more than 10,000 observations and less than 50 columns. The whole project will be done in RStudio, so I am ideally looking for a .csv file. From there I am kind of stuck, I don't know what sort of data to look for. I ideally want to do something a little unusual and more fun than census data. I tried to find data on horse racing, but that was surprisingly difficult. Could you guys give some cool ideas and maybe point me in the direction of some sweet sweet data? ",not_spam "Hello there, I'm fairly new to the field of research, as a part of my masters degree application they have given me a hypothetical scenario where an organisation needs to conduct a research on ***how senior citizens type in regional languages on mobile phones .*** I have no clue how and where I can get the data of this kind . What kind of data will it be ? what shall be my strategy to collect, analyse and validate this data.",not_spam How am I able to access Twitter data that doesn't pertain to my account? Are there open ways for data analysts to look at trending topics / hashtags over time (time series data),not_spam "Hey all, I'm looking to find some data on math assessments in the K-12 range. I'm not looking for school statistics or state passing rates or anything like that. I'm looking for how students are answering specific questions, what problems students get wrong, what problems they get right, etc. Is there any data out there which contains actual student information with specific math problems?",not_spam "[https://www.reddit.com/r/glassine/](https://www.reddit.com/r/glassine/) Subreddit that has Reviews, Discussions, and HAT (Has anyone tried?) threads related to heroin ""branded"" bags. Related to this /r/DataVizRequests post [here](https://www.reddit.com/r/DataVizRequests/comments/7fobs7/request_for_us_heatmap_of_redditsourced_heroin/). Thanks!",not_spam "Hi, Iโ€™ve been trying to find large time series forecasting datasets but having no luck. Iโ€™m looking for datasets that are ~10GB in size. Any help would be most appreciated ๐Ÿ™๐Ÿ––๐Ÿป",not_spam "This might not be the proper place to ask this question... I have zero experience with web scraping and have been trying to ascertain if it is possible to scrape a historical record of job postings going back into the past to create a dataset. For instance, in their research into the adoption of ""AI skills"" in the healthcare industry, the authors of ""Artificial Intelligence in Healthcare? Evidence from online job postings"" (2020) worked with a company called Burning Glass Technologies to collect 93,237,194 job postings from over 40,000 online job boards and company websites between 2015-2018. How would Burning Glass Technologies have collected this data and would it be possible to do this on my own? I understand the applicable tools would likely be R or Python, with which I am gaining experience, but I don't understand how you would get at this data. If I know it can feasibly be done, I know I have the aptitude to learn how to do it.",not_spam "I'd like to play around with sensor data. Though I specifically want to play around with timestamped one/off type sensor data (and I'm building my own sensors to create the data itself), I'd like to start playing around with similar data to familiarize myself. Anything out there that's openly available?",not_spam "The best list that I have is this: https://github.com/washingtonpost/data-police-shootings , but that doesn't including [chokings](https://ns.reddit.com/r/Bad_Cop_No_Donut/comments/hbc7gb/everyone_meet_tony_timpa_he_called_911_for_help/) and things like that (only shootings). I would like the most comprehensive list of death when police are involved even if the police is not responsible.",not_spam "Hi Reddit, A research project I am currently involved in is in trying to process blogs to mine memes from them. I was wondering if anyone knew if the entire reddit comment/post corpus was available because I figure that a ton of memes come up here? If so, can someone point me to this?",not_spam Something like โ€œthe top 1% of people get 90% of (something)โ€,not_spam "Now you would think that recipes would have long been in the public domain space. There should be huge free databases full of said words to make yummy stuff. But no. You can pay a fortune to access your Grandma's favourite pie recipe via API. &#x200B; Is there a conspiracy here? &#x200B;",not_spam "Hey everyone, Happy Friday! Hope you're all hanging in. We are looking for advice on how best to promote a data science competition we're running right now over at: [https://www.proptechchallenge.com/nyserda-tenant-energy-data](https://www.proptechchallenge.com/nyserda-tenant-energy-data) As background, large NYC office buildings saw their occupancy rates drop by 90% on average last year due to COVID-19, but their energy consumption only dropped by 30%. While lease obligations and healthcare protocols contributed, there is still surprising room for previously unknown vampiric loads within these buildings. We now refer to this circumstance as **the Great Energy Disconnect**. Rather than leave it to the usual suspects (NYC building owners, managers, and their consultants), **the PropTech Challenge aims to democratize access** to the Great Energy Disconnect. Our website has **over 2.5 years of real-world data** from a Midtown Manhattan office building and the headquarters of a publicly traded tenant available for download. We are challenging data scientists and modeling enthusiasts to use our test set to **predict actual electricity consumption** in this headquarters on 8/31/2020 (the day after the test set ends). **Submissions are due by March 26, 2021** via upload on our website. The most accurate, eligible predictions will **win $5k cash**. Our test set has been downloaded **over 75 times by teams in 35 cities and towns on 5 continents** so far. We'd greatly appreciate your advice and assistance doubling these figures before our deadline! Solving the Great Energy Disconnect is crucial if New York is to achieve its climate leadership goals. Please join the fight! Thank you in advance!",not_spam "Hello everyone! I'm trying to do a project on computer vision with security cams. Do you know where could I find a dataset with frames of the feed of security cams?",not_spam "I'm looking to make a visualization of Seattle overtime for these different categories. Where can I find this information? I'm looking to go back as far as 2007. Thanks!",not_spam "Hello guys, i need a credit risk dataset for my research in College. Anyone knows where i can find this dataset? My advisor asked me to use a dataset that has not been used widely in credit risk modeling( like kaggle datasets)",not_spam "Hi Friends, We've updated the database with 28 new datasets! Thanks again for contributing: Tomaso Pasini, Nikita Moghe, Lรฉo Bouscarrat, and Laxman Tomar. Will continue to update! [https://datasets.quantumstat.com/](https://datasets.quantumstat.com/)",not_spam "Hey everyone! I have the sales data of certain products and detailed sociodemographic data (income, university graduate population, per capita cosmetic expenditures etc.) for each neighborhood in my country. I would like to create model to score each neighborhood with these metrics and determine which ones are โ€œpremiumโ€ neighborhoods. Do you guys have any recommendations about how I can create such model? Thank you in advance!",not_spam "Hey guys, can anyone share datasets needed for face anti spoofing/ face liveliness detection. Such as MSU, CASIA-FASD , CASIA-SURF or Replay Attack,",not_spam "Any and all data is welcomed. Thanks!",not_spam "Hello, I'm currently working on a school project where I am responsible for developing a object recognition algorithm (I will use Tensorflow for that) that can recognise wildlife. The problem is that I don't find any datasets with many images of the different animals. The only one I found was [Cifar-100](http://www.cs.utoronto.ca/%7Ekriz/cifar.html), but it has only a small part of wildlife. Also I don't think the pictures are enough. If anyone has any sites or resources that they could be of help, please comment them! I don't care if it's only a website with images so I need to scrape them from the internet. Thank you.",not_spam "I'm looking mainly for data on Turkey, Eastern Europe would be also good but generally I'm looking for everything I can get :/",not_spam "Hi All - I'm hoping someone would be able to point me in the direction of a dataset that houses every person who has won the game of Jeopardy! I have found multiple datasets that have the questions, but I'm looking for the actual daily winners. Any help would be greatly appreciated!",not_spam "I found some ""distractor"" images [here](http://megaface.cs.washington.edu/), but it does not seem that they are accessible any more. Does anyone have or know of a good dataset of non-face distractor images? &#x200B; Edit: I found [this](https://osf.io/jum2f/).",not_spam I want to make a visual showing which professions contributed to the recent unemployment numbers.,not_spam "I am looking for a zip code database for a project I am working on - but I can't seem to find one that is free. It seems absurd that the USPS charges for this information. All the sites I find charge or are scammy - or have data that is seven or eight years old. Does anyone know of a place I can find the zip, city, state, lat and long for free? ",not_spam "Edit: ~~Haven't been able to find what I'm looking for so I've scraped all of qposts.online and am writing a parser to dump that into a machine-friendly format. Will make a post on the sub when I've got it complete.~~ Done. https://github.com/jkingsman/JSON-QAnon Interested in running some analysis for curiosity's sake (don't worry; Q people are nuts -- this isn't for self edification) but I'm having trouble finding an archive of Q's posts (or both Qs, as analysis that's been done so far would indicate) in any form, much less cleaned and labeled by source/date/etc. Anyone got that floating around or know where I might go poking? Thanks so much!",not_spam "I am doing an economics thesis, and I am having difficulty finding this data. Does anyone know where to find it/if it exists? I'll post it here if I do find it though!",not_spam I [posted some name data](http://www.reddit.com/r/theydidthemath/comments/22hdzn/least_number_of_names_that_cover_x_of_the_us/) in /r/TheyDidTheMath recently. [Here](http://www.speedyshare.com/HWraK) is the CSV file.,not_spam "I'm looking for ""garbage"" datasets that are available on the internet, where the data is completely worthless or even a liability to have around (whether for legal reasons or because it's insidiously misleading). Having made a data or two myself, I know these must exist, like whole experiments where the calibration was off and the result is terabytes of basically noise. Does anyone know of any datasets like this in the wild?",not_spam "Hi r/datasets, CEO of DoltHub here. We just finished our basketball database bounty called SHAQ. Here's the data if anyone wants to use it: [https://www.dolthub.com/repositories/dolthub/SHAQ](https://www.dolthub.com/repositories/dolthub/SHAQ) And here's the write up on how it did: [https://www.dolthub.com/blog/2022-01-10-shaq-bounty-retrospective/](https://www.dolthub.com/blog/2022-01-10-shaq-bounty-retrospective/) We're on to our next data bounty, US Housing Prices, [https://www.dolthub.com/repositories/dolthub/us-housing-prices](https://www.dolthub.com/repositories/dolthub/us-housing-prices), if the idea of getting paid to build databases intrigues you.",not_spam "Hello, I am searching for a script/application to scrape Facebook Likes as seen from the browser (without using the Graph API). Preferably in Python/Javascript, is there such available? or a dataset containing this data? Cheers Norig",not_spam "Hey, do you know any source that provides numerical data on video card prices? I want to compare vide card prices with btc/eth price.",not_spam "Looking for daily crime data (shootings, robbery, rape, etc) for New York City last 2+ years. The data from the official NYC link below doesnโ€™t seem to have a week to week breakdown. Any recommendations? https://www1.nyc.gov/site/nypd/stats/crime-statistics/citywide-crime-stats.page",not_spam "I'm currently working on a project where I need to collect property tax rates. Though municipality would be preferable, at this point I'll pretty much take whatever I can get. data.gov didn't have what I was looking for, and I'm trying to avoid the excruciating task of going through each and every municipality's/county's/city's website to get the data. Webscraping isn't really an option either since the websites' formats aren't consistent at all. I'd really appreciate any help/suggestions you have. I'm totally willing to pay for the data if that's what it takes. Thanks in advance!",not_spam "I found [this website](https://guides.newman.baruch.cuny.edu/nyc_data/nbhoods) that lists a gold mine of information when you click on a zipcode but after hours of searching, i cant figure out how to extract the data. If u know of any sources that provide data for demographics please let me know also.",not_spam Need to populate a DB for an app for Uni. Anyone knows about something cheap/free?,not_spam "Singapore maintains a very extensive case details website with information on age, sex, nationality, symptomatic date, confirmed data and recovered date (no death date yet): [https://www.wuhanvirus.sg/cases/search](https://www.wuhanvirus.sg/cases/search) I mirrored that table to a Dolt database (SQL with git on top) here: [https://www.dolthub.com/repositories/Liquidata/corona-virus/data/master/case\_details](https://www.dolthub.com/repositories/Liquidata/corona-virus/data/master/case_details) The import script I used is open source and published here: [https://github.com/liquidata-inc/liquidata-etl-jobs/blob/master/airflow\_dags/corona-virus/import-case-details.pl](https://github.com/liquidata-inc/liquidata-etl-jobs/blob/master/airflow_dags/corona-virus/import-case-details.pl). It runs every hour. This dataset is useful in determining things like recovery rate conditional on sex and age but it's a small sample similar to the work done in this paper by the CCDC: [http://weekly.chinacdc.cn/en/article/id/e53946e2-c6c4-41e9-9a9b-fea8db1a8f51](http://weekly.chinacdc.cn/en/article/id/e53946e2-c6c4-41e9-9a9b-fea8db1a8f51). I also created a branch and started sourcing details for a few cases in the United States. Here's a sample PR from that branch to master: [https://www.dolthub.com/repositories/Liquidata/corona-virus/pulls/2](https://www.dolthub.com/repositories/Liquidata/corona-virus/pulls/2) to see what new data would look like. I'm happy to do some more work there if there is interest.",not_spam "I'm working on a project and part of this project involves knowing where bathrooms, maintenance sheds and other such structures are inside certain California Parks. I'm specifically looking for coordinates, so point data... but I'll take anything at this point. My partner in this endeavor has found underground structures and I've found utility maps... it seems logical that this should exist but scouring CA parks data has yielded nothing. I've tried CA parks, SACOG, CA Spatial info library, Geographic network, Geo community, Geoinformatics, Stanford University NA GIS db, CA.data.gov, the general dept of conservation CGS publications, the dept of natural resources, ... I'm starting to think no one has this sort of information. I thought maybe it would have been stored as part of the information associated with fire control or auditing after the huge fiasco with the parks a few years ago... but can't seem to find anything. The idea is that we will cross this with information on usage of coastal parks and pollutant information to better analyze pollutant control information.",not_spam "Iโ€™m posting this in a few subreddits. Maybe someone can point me in the right direction. Itโ€™s something I need for a research project. Iโ€™m looking to find data on data use (ideally the volume of internet and phone data generated and circulated, but also the number of smartphones, number of internet connections, anything that might help). Even better would be the amount of data collected and recorded (by google, or by facebook, or by data analytics companies etc). Thatโ€™s what Iโ€™m mainly interested in. Also, anything that might help me tell whether the two are interchangeable โ€“ as in, if I canโ€™t find the amount of data collected can I use the amount of data generated as proxy? It would have to be as local as possible. So US states would be fine, but cities would be even better. Data from anywhere in the world would be good, but US or UK would be best. And it would have to be free and publicly available, since I canโ€™t afford to pay a data analytics company to give me their data. Thanks! ",not_spam "I downloaded the dataset from [Stuck_in_the_Matrix](https://www.reddit.com/r/datasets/comments/3bxlg7/i_have_every_publicly_available_reddit_comment/). Now i would like to link the comments to an inital comment, like the one i am writing now. I have data about the parent_id (although an initial comment shouldnt have a parent_id), link_id, author_id, subreddit_id, reddit_name and reddit name. Are there initial comments at all? Thank you!",not_spam "Hey does anyone know where I can find more than 1000 poison ivy images? It can be free or cost money I don't really care. Thanks, guys!",not_spam "Hi all, working on a research project to identify the mobility patterns in an urban environment specifically for automobiles? Looking to map routes and driving patterns and subsequently impacts to the environment. Could be GPS logged data or pickups/dropoffs for Taxis. Appreciate any help here. ",not_spam "Hi all, I've just started using r and I think I would find it a lot easier to learn if the data means more to me than who survived the Titanic so if anyone could signpost me to some free NFL data it would be massively appreciated Cheers x",not_spam I have been searching for some comprehensive Stock Trading (NYSE) datasets but they appear to be very elusive. Is there something available out there?,not_spam "I'm looking for datasets for US demographics for product purchase, product repurchase, customer complaints, customer satisfaction for US customers and products. I'm trying to look at a relationship between brand loyalty, preference and customer satisfaction in the US market. Help would be greatly appreciated. ",not_spam "I am aware of the FRED data to retrieve this, but is anyone familiar with a live (open) API connection to fetch this ?",not_spam "Here is a sample dataset of pubmed articles information: [Link to csv](https://drive.google.com/file/d/1AEQZtu4edmSp26Va3PsAREkr6VaMu5uj/view?usp=sharing) Right now it includes title, url, authors list, abstracts and doi. I'm planning to get some more using the related articles suggestion widget of pubmed.",not_spam "But if all there is happens to be the full genome from year to year I'll happily take that too. I've looked everywhere and haven't been able to find anything. EDIT: Nevermind, found the Genbank flu sections.",not_spam " I'm looking to measure performance of some approaches to searching for people's names (containing potential typos and shortened forms, different spellings etc.). I couldn't find any sort of dataset related to this, although it should be easy to compile one for any large service that does something similar. Does anyone have any ideas for where I could get something like this?",not_spam "Does anyone know where I can download a data set of URLS that were crawled or scraped by any project? The bigger the better, I need as many URLs as I can have in the data set for a research project I am doing that will help identify and combat spam pages. Thanks",not_spam "Subdivide 'injury' into 'minor injury' and 'serious injury'. I'd like to see what the stats are so I can compare different activities such as skiing, rock climbing, surfing, football, etc. and their corresponding accident rate per human per hour. Be interesting how they all compare to driving too. Is there any decent source on the web, preferably in CSV format?",not_spam "I'm trying to see if there is any correlational data that can compare the rise of SpaceX and the average person's interest in humanity going to space, or space colonization, or some way to gauge popularity, or perhaps even the amount of money given to nasa. My issue is figuring out if this data is correlated or not, and then second finding any of this data. Thank You",not_spam "Hi everyone, Iโ€™m looking for a vehicle Year / Make / Model (at least) list with all the vehicles used in Europe and updated as of today. Anyone knows a free dataset for this ? Thank you,",not_spam "Hi. I'm trying to help a friend with her recent makeup store. I was looking for datasets on the makeup market in Brazil, but I was not very successful. Does anyone know any? I think the most important thing is &#x200B; \- Product's name \- Product type \- Retail price \- Wholesale price \- Region &#x200B; But what they have can help me a lot &#x200B; Thank you very much for your attention",not_spam "Hi, I am making a databased project on far-right movement in Europe using Esri ArcGiS. Does anyone or know were I can find statistics over the national or regional distributions of far-right voters at national or regional level? Thanks",not_spam " This dataset includes Direct Borohydride Fuel Cell (DBFC) impedance and polarization test in anode with Pd/C, Pt/C and Pd decorated Niโ€“Co/rGO catalysts. In fact, different concentration of Sodium Borohydride (SBH), applied voltages and various anode catalysts loading with explanation of experimental details of electrochemical analysis are considered in data. Voltage, power density and resistance of DBFC change as a function of weight percent of SBH (%), applied voltage and amount of anode catalyst loading that are evaluated by polarization and impedance curves with using appropriate equivalent circuit of fuel cell. Can be stated that interpretation of electrochemical behavior changes by the data of related cell is inevitable, which can be useful in simulation, power source investigation and depth analysis in DB fuel cell researches. &#x200B; [Github Repo](https://github.com/ECSIM/dbfc-dataset) [Data Paper](https://doi.org/10.26434/chemrxiv.12174438)",not_spam "I scraped their info from here: [https://www.heritage.org/voterfraud-print/search](https://www.heritage.org/voterfraud-print/search) then did a tiny bit of tidying-up then uploaded it to github: [https://github.com/slowerthanlightspeed/reddit\_conversations/blob/master/voter\_fraud/heritage\_voter\_fraud.csv](https://github.com/slowerthanlightspeed/reddit_conversations/blob/master/voter_fraud/heritage_voter_fraud.csv) &#x200B; (would love to be informed of any better, scrape-able resources)",not_spam "webhose.io ""Access live data from millions of Forums, News and Blogs with one Simple API"" Do you reckon any similar service with a good price? Wehbhose.io charges 350$ for 100k api requests. Thanks.",not_spam "I'm interested in analyzing some job listings data and last I heard Indeed.com had the highest traffic in that sector so it seems natural to start there. However, I haven't found any open source datasets for indeed data - which is surprising to me since I imagine many others are interested in this. Have any of you here experienced hunting for Indeed.com data? Were you successful? or did you end up using an API or scraping your own? [Their API](https://opensource.indeedeng.io/api-documentation/docs/job-search/) seems pretty limiting to me, so I was considering scraping the site for data. I wanted to ask some others their opinions before starting off on my own though. Thanks for you time",not_spam "I've been looking for a dataset with tasks / todo items or even calendar event names, however my efforts are unsuccessful so far. Would really appreciate someone pointing in the right direction. Thanks!",not_spam "I work in healthcare research and look after a nationwide database containing project level data on clinical trials (where study running/ type of study/important dates/recruitment etc). I currently extract the raw data into excel, tidy it up, write vlookups, if statements, pivot tables. Looking for a better way forward in analysing this data for reporting. I've no sql experience or any other programming language. Any recommendations on software to learn to make an analysis quicker and generate tables/graphs? ",not_spam "I have been throwing around an idea for several years. What I wanted to do was get a spreadsheet of dates listed the articles from Wikipedia or some other encyclopedia that is more reliable, then make a chart, probably a column chart, of how many times a Day/Month combination occurs in historical records. For example, Maybe July 21st is the most common day because there is very limited snow so wartime travel is easier, or December 28th around the height of winter is more common because more historical figures died in winter. I would most likely not try to make one for Day/Month/Year combinations as that would be thousands of columns as opposed to 366. What do you think would be a reasonable number of records to limit the dataset to, if I end up having to limit it? Do you have any suggestions of better ways to do this? Regards, Ryan",not_spam "Hi, was wondering if anyone had experience or advice for someone looking to sell data generated by users on a connected TV app. (I think this post belongs here, but let me know if there's someone else that would be more appropriate) A few years ago for a course I was taking I programmed an app for connected tv devices (think Amazon Fire, Roku or Apple TV). At the time it didn't get much traction, but over the past few months though it has skyrocketed to 30k DAU and 100k MAU. Without mentioning what the app is, I think there is some pretty unique characteristics about the usage dataset generated that could be valuable to others, however I have no clue where to even start looking for buyers. I know in the mobile world it's as easy as putting a data broker's sdk into your app and then they pay you, but after some pretty extensive googling I can't find anything similar for connected tv. Would love to hear if anyone has thoughts or ideas on who I can sell to and has to begin pricing/knowing the value of my data as usage continues to increase.",not_spam "Hello! I was hoping some of you in /r/datasets would share some of your favorite methods and tools for finding various datasets, and how you access them (or query/scrape/download to build them). I'm def a comp-sci noob, but I was wondering if there were any tricks you guys had for finding various datasets...e.g, any set ways of finding out whether organizations or websites have FTP sites, or go-to means of web scraping? Any sort of a general discussion about the process of how you compile data would be appreciated, for example ""I use a web-crawler programmed in python which connects to XYZ.com's API and dumps the data into an MS Excel file/Access/Sql database"" is cool too! ",not_spam "Hi... Looking to put together some data about historical army sizes. Something like the following: | Year | Babylon | Persia | Mongols | Britain | Rome | USA | ... | | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | | 2000 BC | 2500 | 2000 | 5000 | NA | NA | NA | NA | | 1950 BC | ... | ... | ... | ... | ... | ... | ... | | 1900 BC | ... | ... | ... | ... | ... | ... | ... | | ... | ... | ... | ... | ... | ... | ... | ... | | 2000 AD | ... | ... | ... | ... | ... | ... | ... | Any links to historical army sizes, already-worked data sets, etc., are all welcome. I'm just looking for a place to find data like this. Wanted to make something similar to [this](http://imgur.com/a/0OS9B) (simulated data), since [this map](https://i.imgur.com/cDixQse.jpg) is woefully inaccurate *even according to the author*.",not_spam "I'm stuck on this issue for a week now. There is no clear taxanomy available on the internet. Let me elaborate a bit, I'm looking to classify shoes in 4 categories - Ankle, Calf, Knee Length and Over The Knee. I have scraped my own data, and used some available datasets, but none of them have a clear differentiation between the data. There is a lot of overlap between the classes (eg high ankle is lower calf in some cases, a shoe in calf length is knee length in many cases). Is there any dataset available in this case or do I have to gather more and more images? I know height is subjective to different vendors, but there must be some sort of middle ground somewhere. Any kind of help is appreciated.",not_spam "Hello, I was just wondering if anyone could help me? I need to find a dataset related to fraud for my dissertation. However, I need one of the variables in the dataset to be sparse, that is a particular variable has missing values for more than 50% of the outputs. I would really appreciate any help or suggestions. Thank you!! :)",not_spam Any sources that can be used for text mining for this event published?,not_spam Are there any blog posts or books that anyone could point me to that would help me understand the mechanics of APIs? I really just need to understand the structure of how they work and ultimately how to build them. It's so exciting! I'm really looking forward to any advice!,not_spam "I'm looking for a dataset on (industrial) operations or something similar, where I can apply ML algorithms. Any industry. Suggestions?",not_spam "It's meant to be included with a CD-Rom with the book, but my library doesn't have the CD-Rom. Anyone know where else I can get it from?",not_spam "Hi everyone! I'm going to work on a project that should be able to detect tendencies of chronic stress via text messages with NLP. To do that, I need a dataset which consists of results from any stress scale that helps to measure chronic stress (for example: Perceived Stress Scale) and any text-based input (preferably in english) from the observations/persons. Unfortunately, I do have problems to find any dataset that includes this specific information. Does anybody know of a dataset that would fit this description? Or does have anybody a hint where I could find such a dataset? I would appreciate any input :)",not_spam "[https://www.zenrows.com/datasets/us-real-estate](https://www.zenrows.com/datasets/us-real-estate?utm_source=reddit&utm_medium=social&utm_campaign=dataset-us-real-estate) Disclaimer: Dataset obtained scraping [https://www.zillow.com/](https://www.zillow.com/) using a tool that we created, self-promotion. In the file, you will find features describing 10.000 houses on sale: price, bedrooms, baths, area, latitude/longitude, address, state, ... If you are interested in more data or a different Country/Region let me know. We are working on a full dateset with +100k houses that might reach 1M. If anyone uses the data for a demo or anything I'd be grateful if you share it :D",not_spam "Hi,everyone. For my thesis work I need general ledger (list of all companyโ€™s accounting transcations happened during the reporting year). Does anyone know where I can get one? I know that I can generate one using 'Generate Data' website but it is hassle to be honest. Thanks!",not_spam "Hi all, I am gathering data for my thesis on commercial real estate. In particular, I am studying the effect of Energy Star and LEED certifications on office rental and vacancy rates in major metro markets. Where would a good place be to find data on this? I have used CoStar in the past for a company but no longer have access and I'm too poor to pay the $1,000 monthly subscription lol.",not_spam "I'm looking for a data set with the following qualifications: * 1,000+ rows of data * over 40+ attributes * can help solve a ""business problem"" * something where a cost benefit analysis can be done * Analysis will happen with a decision tree, not regression &#x200B; I'll take anything close. I am starting to think these list of qualifications from my professor or too high. &#x200B; Anyone have an idea? I looked at Kaggle and wasn't able to find anything that fit those qualifications.",not_spam "Folks, I'm working on company name standardization process hence I may require a cleansed source/dataset that has company name, address, city, country, hierarchy details etc. Suggestions welcome",not_spam "Basically I'm doing a school project where we want to reuse specific computer parts, like point out the cpu in the motherboard, but instead of manually taking out the cpu and so, we want to build a robot to do this task. So I thought about building some sort of image recognition software combined with some 3d printer technology to grab the actual part. Back to the point. Do you know of a dataset consisting of images with different components pointed out?",not_spam "I'm looking for a dataset that contains statements by political theme (economics, war, voting, whatever). Who said it isn't important, just that it's in English, though American would be best. I figure there might be a book or some very obscure think tank out there that may have something like this y'all might know about. Much obliged!",not_spam "[Part 1](http://blog.thedataincubator.com/2014/10/data-sources-for-cool-data-science-projects-part-1/) and [Part 2](http://blog.thedataincubator.com/2014/10/data-sources-for-cool-data-science-projects-part-2/) Like the title says, we provide our applicants a list of open data sources for their challenge questions, but the posts have been so popular we thought r/datasets would like them too. Enjoy!",not_spam "Hi Everyone, I am learning about web analytics and was wondering if there were any public datasets I could use to practice on. Some things I am interested in putting into practice are A/B tests, EDA, and ML classification. Any APIs or databases are preferred to obtain unstructured data I could clean for analysis. Any help would be greatly appreciated.",not_spam "Looking for an SAT score dataset that either contains how many people got each score, or has a complete dataset containing each score as individual entries. In other words I donโ€™t just want the statistics(mean, median...), but rather the actual data.",not_spam "Hey, I need to simulate some multi-word search queries, and was hoping to find a dataset that I could use. I don't need detailed per-user or per-session logs; just the overall distribution of terms. I don't want to use the AOL dataset because I need to submit the work and I think there may be an ethics objection to that. Does anyone know of a good dataset? Doesn't need to be huge, but ideally not too domain specific.",not_spam "I do not know about the status of this data set -- if it is truly available or not --, but I am looking for this data set in order to use it for the method implemented by Pakes and Olley (in ""The Dynamics of Productivity in the Telecommunications Equipment Industry"") and other subsequent methods, such as by Levinsohn and Petrin. The data could be in any traditional statistical package format (Stata's, R's etc.) or any other importable file (.csv, .txt, .xml etc.). Thank you for your attention o/ ",not_spam "Hello! Can anyone please share some good datasets with recipes? Thank you so much! \-- Needs to have ratings for the recipes",not_spam "I'm trying to make a textual analysis of the evolution of communication in NOLA, and am having some trouble finding whole papers from 1900-1940. Can anyone help? I'm not in Louisiana, so the state library website is no use :/",not_spam "Hi. I'm looking for a dataset that has at least 3 parameters .x1. Parameter before the influence (HB, Hematocrit, platelets, or some basic unchanging params: weight, BMI) i1. Influence parameter (treatment drug, operation or something that influences changes in first parameters) x2. Parameters after the influence (HB after operation, Hematocrit after drug intake). x1 and x2 must exist parallel to each other, so I can see their change. &#x200B; Will there be a dataset that meets my needs or HIPPA won't allow it? (P.S. I dont need sex, race, gender or whatever param that may dianonymize patients. I can also use autogenerated ones if such exist)",not_spam Hi iโ€™m looking for a data set that contains every item a chain grocery store sells and what category/aisle itโ€™s in - any ideas? Would prefer a csv so i can easily use pandas in python,not_spam "I saw some interest on Reddit about the DOJ's press releases from their Breifing Room located here [https://www.justice.gov/news](https://www.justice.gov/news). I wrote a Python script which crawled the site and downloaded the content of 13,087 releases going back to Jan 2009. Could be interesting to see changes over time. The data contains: 1. Release ID 2. Title 3. Content 4. Topics (if any) 5. Components (agencies, departments - if any) Sometimes the Release ID was included in the post text so they left it off as a field. The files are stored as newline delimited JSON. Meaning each line is a JSON record representing a single press release. Looking forward to any work people do with this! **Data via Kaggle:** [https://www.kaggle.com/jbencina/department-of-justice-20092018-press-releases](https://www.kaggle.com/jbencina/department-of-justice-20092018-press-releases) **Data via BigQuery:** [https://bigquery.cloud.google.com/table/jbencina-144002:doj.press\_releases?pli=1](https://bigquery.cloud.google.com/table/jbencina-144002:doj.press_releases?pli=1) **Original Code:** [https://github.com/jbencina/dojreleases](https://github.com/jbencina/dojreleases) **Extra detail + building Keras RNN classifier**: [https://medium.com/jbencina/scraping-text-data-into-bigquery-and-building-a-keras-rnn-classifier-model-from-doj-press-releases-7899e520a1cf](https://medium.com/jbencina/scraping-text-data-into-bigquery-and-building-a-keras-rnn-classifier-model-from-doj-press-releases-7899e520a1cf)",not_spam "I am trying to use internet traffic data to measure ""activity"" within a country for a paper. Any idea how to do this? Ideally, I'd have a line graph for a country with ""traffic in and out"" (I think in terabytes?) on the y axis and time (days?) on the x axis. โ€‹ [Here](https://chartbeat.com/infographics/2011-egyptian-revolution) is an example, but the company (Chartbeat) seems to have made this as a cool case study rather than specializing in the topic, and instead sells solutions for search engine optimization. In fact, all the sites that measure traffic I've found are SEO-intended for private companies, with little on inflows-outflows in a state, or social science purposes. I've also looked at Alexa, Ookla, the ITU, and Ooni to similar ends, but maybe I just don't know where to look for this data. &#x200B; Any advice or direction would be greatly appreciated.",not_spam " Hello, I am looking for assistance in figuring out how to compile data for an activity that has numerous variables. To be more specific its for a moving company I work with and I want to figure out how long it takes for certain items to be moved from point A to point B. There are numerous variables involved such as distance from the truck, volume and weight of item, obstacles, etc. How can I get his data efficiently and how can I compile this data so I can compare it to future jobs and accurately estimate the amount of time its going to take based on the data I have? Thank you in advance for your help",not_spam "Hi people \~ I'm doing a research about the effects of covid on Brazilian IT companies, and I need a dataset on IT companies due the pandemic. Something like [https://pt.teamlyzer.com/covid19](https://pt.teamlyzer.com/covid19) or [https://layoffs.fyi/](https://layoffs.fyi/) with some brazilian data in it. Can be about negative or positive effects. It's been a hard time looking for it, so please just let me know if anyone has any idea. Thanks!",not_spam "Anybody have a good resource for US Zip codes in a convenient tabular format that lists all ZIP codes? I know census.gov has some good data. Unfortunately, I do not know how to pull all of what I want in one table. I would want to know, by ZIP code, population or metropolitan type (e.g. rural, suburban, urban, etc.), home prices, income, and other quality of life factors, if possible. ",not_spam "Hey guys! I need datasets related to 'Impact of Bushfires on Public Health' for an assignment. Please suggest where I can get this data? Thank you!",not_spam "Not sure whether this falls under request. Otherwise Iโ€™m interested in how statistics around competitive online games such as League of Legends are collected to build a website like https://na.op.gg",not_spam "I just need to numeric part - trying to answer this question from /r/estimation http://www.reddit.com/r/estimation/comments/27gf0w/request_what_is_the_average_street_number_in_the/ Thanks.",not_spam "Hey all, I want to do some sentiment analysis/text mining based on game threads from /r/nfl but the search API returns a limited number of results... Does anyone have the submission IDs for game threads, historically?",not_spam "Ok i got told to read the Kimball book to learn data modeling and star schema, I googled it, but there is more than 1 book... which one should I read?",not_spam Looking for a monthly financial dataset (income and expenditure statement) over a 4 year period. Can anyone help me where can I find it?,not_spam "Hey guys, I am looking for a dataset to do some regression analysis in SAS. I have no preference as to what kind of data I use, as long as it is not sports. Also, as long as it has at least 3 predictor variables, 1 response variable, 1 categorical and 1 numerical variable, it should work for me. I am having trouble finding a good dataset. Or maybe I am just picky :( ",not_spam I am working on a project in which I will be classifying different Yoga positions. Can anyone provide any link to dataset for this.,not_spam "Hello, I am hoping someone can point me in the right direction. I am looking to find a dataset with some college football spreads and odds to do some analysis on. I am trying to avoid at all costs writing a script to do this, as my coding knowledge is in developing stages lol. Any help is appreciated!",not_spam "Hi Dataset, I'm working on a start-up with focus on helping small businesses with ad placement for a higher ad-ROI thru big data and smarter ad placement. So we are looking for company's that gather and/or sell big data on about user behavior on sites like youtube, google search, facebook, twitter, IMDB etc for the purpose of ad placement. So dose any one know abut any vendors of this type? Best, Jonas (Sorry for any bad spelling and weird sentences, dyslexia is a bitch!) ",not_spam I am looking for a transactional dataset such as credit card transaction data/purchase history of a consumer of a restaurant and the demographics of the consumer if possible.,not_spam "I'm looking for a list of news articles based on an industry sector. Any format is applicable so long as it has the original source. I've looked at GDELT but I'm unable to drill down to the industry sector. Anyone have any experience in this field?",not_spam "Hi everyone, I'm studying on an undergraduate project about military surveillance system. System can be used for the following scenarios: \- Wide area motion detection \- Civilian and soldier distinction \- Monitoring suspicious vehicles/persons \- Abnormal situation detection and predictions I'm looking for datasets for these scenarios. Because i think creating my own dataset is a very long process. I'm open for your any advices. Hope you can help me. &#x200B;",not_spam I'm looking for data sets of e-scooter or micromobility (if scooter is too narrow in scope) which includes a customer ID so I can look at repeat rides etc. All the data sets I'm finding only have trip ID or device ID.,not_spam "The CDC offers its YRBS data set in ASCII format, presented in a .dat file. If you'd like to take a look, the dataset can be found here http://www.cdc.gov/healthyyouth/data/yrbs/data.htm I'd like to get the 2013 data into STATA ready for analysis. I don't have access to SAS or SPSS but I can try and do some things through R. I initially tried to open the ASCII data as a SAS file through R using the SAScii package but ran into some trouble (my hope was to have a SAS file that I could import into STATA). Thanks for any guidance at all, my dissertation thanks you!",not_spam Tons of team schedules but I would like the whole league schedule. Location of the game would be amazing. CSV download ,not_spam "Hi all, This is my first ever post on Reddit lol. My question: does anybody know where I can find a free dataset of a random companyโ€™s sales orders? I am searching for a dataset of e.g. a random companyโ€™s sales, incl. costprice, margin, country sold to etc.. I have to perform data analysis on it from a financial audit-perspective. I kinda wanna look for a dataset on which I can analyze whether e.g. sales to certain countries are subject to fraud. Thanks, R",not_spam "Hello! I'm working on an ML/analytics project and my group had an idea that requires data regarding youtube videos. Ideally, the dataset would contain textual information from thousands of youtube videos, including title, duration, ads, views, likes, dislikes, etc. Any ideas or links to datasets that would include such information?",not_spam "For my college project I 've taken topic related to data analysis and data visualization but I'm not sure which dataset to consider . I m beginner and project require at least medium level unique dataset. Please suggest me some dataset which will give me chance to learn and experiment with it. Edit :By ""*medium level unique dataset*"" ...I mean they are expecting us to come up with something innovative and as this project is going to last for whole sem I want something which will allow me to explore",not_spam I want to use this dataset to create an image recognition model that identifies if a person is wearing a mask or not,not_spam "I'm working in citizen science and we're looking for a portal/app/stack to build a data collection capability for community groups. End users must be able to select a type of input data (effectively a template of a schema). Then upload their data in CSV and/or Excel format, which would then be verified against that schema. If it fails then a message back to the user, if it succeeds then a nice clean file is available for us to make use of. The schemas could be any format xml, sql, in code if necessary - that's a problem I can solve. In an ideal world we'd be able to bolt in some script to verify and audit the data post upload. Once the data is uploaded I'll be able to load it to our database and then publish the resulting dataset (on coastal sand movement seeing as you ask). Any language would be of interest, but i""d prefer a .Net MS stack, or Python/R would be possible. Seems like a common problem, how do others solve it?",not_spam For my undergrad research I'm looking for an audit trail dataset to perform process mining. Does anyone have one?,not_spam "Ideally Iโ€™m hoping to find something like the following: Speaker, Start time, Stop time Wallace, 63:47, 66:31 Trump, 66:31, 67:47 Wallace, 67:47, 67:53 Biden, 67:53, 68:14 Trump, 68:03, 68:04 Trump, 68:11, 68:15 โ€ฆ. I am most interested in getting who the speakers are, when they talk and for how long. Iโ€™d love to be able to visualize who spoke the most and how often they interrupted each other. Iโ€™m not fussed about he data format. I have pulled out the YouTube transcript but it is lacking in accuracy and showing who is talking. Any ideas are much appreciated. Especially if they can help me avoid having to carefully watch and listen to that debate.",not_spam "I'm looking for some **Multivariate Time Series Anomaly Detection Datasets with label** (normal or anormal) for supervised anomaly detection task. Also, I'm looking for a **standard dataset** \- one that's used in a paper from reliable source(or cited enough times), or was used in a competitions at - say, Kaggle.",not_spam "Hello everyone, I'm trying to learn more about GUI(Graphical user interfaces) for databases. When choosing a GUI, which features do you pay attention to the most? Which features are mostly irrelevant to you? Do they accomplish all your needs?",not_spam "I am looking for data that would be similar to the County Business Patterns data, but for NAICS 111 and 112 (Crop and Animal Production). The [QCEW data](http://www.bls.gov/cew/apps/table_maker/v4/table_maker.htm#type=1&year=2015&qtr=3&own=5&ind=111&supp=0) suppresses too many counties, and doesn't have a flag for the range of suppression like the CBP data does. Anyone have any suggestions?",not_spam "Hey everyone, If you have a set that relatively follows an exponential growth pattern, it would be much appreciated :)",not_spam "Hi folks: I am checking if someone has periodically scraped app store data. I am aware of the ones on Kaggle, and I am looking for longitudinal/panel data for this. Thank you.",not_spam "I'm fairly new to programming, but had an idea of a network analysis of politicians by using who sponsors, co-sponsors etc. Of introduced bills are. Does anyone know if there is a good way to create a dataset or if one already exists that compiles the sponsors and co-sponsors of legislative bills?",not_spam Does anyone know if you can link CPT codes to health providers to understand what services they provide? For example. Understanding which mental health facilities provide TMS treatments?,not_spam "Correlation One is excited to announce [**Data Science for All: Womenโ€™s Summit**](https://www.correlation-one.com/ds4a) will be back this Fall with a fully virtual program! This upcoming September, 150 promising young women will be invited to our Women's Summit program. The program offers free case-based training, professional development workshops, mentorship from experienced data scientists, competitive employment opportunities, and the opportunity to build a network of data-driven peers and leading organizations. * **When**: September - October 2020 (full schedule [here](https://www.correlation-one.com/ds4a)) * **Where**: Virtual * **Who**: Open to women (graduating seniors, graduate and PhD students, young data science professionals) * **Cost**: Free, by application only * **Application**: [Link to application](https://correlation-one.typeform.com/to/aGdqNR?utm_source=reddit&utm_medium=reddit&utm_campaign=pro) * **Deadline**: August 9, 2020 (round 2 deadline) If you have any questions, please direct them to [ds4aws@correlation-one.com](mailto:ds4aws@correlation-one.com).",not_spam "Does anyone have a recommendation for a public dataset that has payment data for bonds, specifically, whether or not the bond defaulted? Thanks, Charles",not_spam "I'm more interested in scientific data, but I'm open to any datasets.",not_spam [https://makeml.app/datasets/sheep](https://makeml.app/datasets/sheep),not_spam "Hey guys ! I'm looking for a dataset of labelled microscopy images (probably *transmission electron microscopy*), with infected cells. I would like to work on a model for virus detection. &#x200B; Thanks !",not_spam "Hi, I am searching for a dataset of carotid artery bifurcation transversal (b-mode) ultrasound image sequences. By ""sequences"" I mean images taken in known distance between each other (ideally dense). Thanks in advance edit: added photo to make it clearer also In case it helps someone what I want to do is to develop a method to reconstruct the 3d shape of the artery and the bifurcation as part of my master thesis. I would also be helpful to know the stenosis percentage https://preview.redd.it/6x3nc5dwv1l61.png?width=840&format=png&auto=webp&s=91b06e6945654d65a6a06c1a0193746a4fb8194f",not_spam "Fellow redditors, I need help finding medical success rates for surgeries such as kidney transplants, open-heart surgery, brain tumor removal, etc. I already tried looking into medical journals, associations, and hospital records, but I'm coming up blank. I also need to know these rates over the course of like 50 years. Basically, I'm looking to see whether or not certain surgeries have progressed over the years in terms of success rates, and I need actual data on those rates (percentages or the like). Any leads, or any help at all would be greatly appreciated! Thank you!",not_spam "Hi all, I've been collecting covid-19 related tweets since mid January and have amassed over 200 000 000 unique tweets. Various statistic such as n-gram counts (uni, bi and tri) and hashtag counts have been processed and published in my GitHub repo for anyone to analyze: https://github.com/delvinso/covid19_one_hundred_million_unique_tweets. If you have any questions and/or comments and criticisms on how the dataset can be maintained going forward, please let me know.",not_spam Something in the vein of data like this: [https://www.toiletmap.org.uk/](https://www.toiletmap.org.uk/) or something that has to do with everyday tasks or problems. ,not_spam "Hello, I'm looking for directed, weighted graphs suitable for Ford-Fulkerson algorithm, data should describe ""real-world problem"". For now closest I've found: (*) [Network representing the neural network of C. Elegans.](http://www-personal.umich.edu/~mejn/netdata/) But I don't think that using MaxFlow on data above would give any useful informations. ",not_spam "as above please can you explain as I am heavily confused in how this all relates to databases and data in general, thank you.",not_spam "Hi, I've been doing some research and I have a dataset that shows all institute average tuition from the 1960s to roughly today, but not broken down by college. The datasets that *are* broken down by college only start from 1990s to roughly today. Anybody have any thoughts on where I can find both?",not_spam "Does anybody knows any dataset where I can see the connection between environment and political system. Most of all I am interested in network analysis, but I'll be glad to any help or advice. ",not_spam "[https://github.com/jihoo-kim/Coronavirus-Dataset/](https://github.com/jihoo-kim/Coronavirus-Dataset/) If you want those merged in the same schema with Singapore and Hong Kong, we did that on DoltHub: [https://www.dolthub.com/repositories/Liquidata/corona-virus/data/master/case\_details](https://www.dolthub.com/repositories/Liquidata/corona-virus/data/master/case_details) That has 7658 cases currently tracked. Dolt data sync with upstreams hourly.",not_spam "Hereโ€™s a great article from the Data Engineering team of ING describing the need for and components of their Data Analytics Platformโ€™s Data Quality Framework. Tools: * **Data Quality** (using the [Great Expectations library](https://greatexpectations.io/) ) * **Data Profiling** (using the [pandas-profiling library](https://github.com/pandas-profiling/pandas-profiling) ) * **Data Stability** (using [popmon โ€” Population Shift Monitoring](https://medium.com/wbaa/population-monitoring-open-source-1ce3139d8c3a) ) Read the whole thing here: [https://medium.com/wbaa/the-data-analytics-platforms-data-quality-framework-6a3f7cda8c36](https://medium.com/wbaa/the-data-analytics-platforms-data-quality-framework-6a3f7cda8c36)",not_spam Please help. I'm search for Book and Book Summary datasets. Anyone have any good resources?,not_spam "I need to do a project about how changes mental health from some years ago till now, using R and various statistical methods. Can someone help me? Because all I find is just papers with only conclusion.",not_spam "I'm looking to get number of medicare beneficiaries per city as well as the number of Internal Medicine Doctors in each city. I've tried checking the census website but didn't have what I needed. Or maybe i'm not searching correctly. Is there another data source, like a health insurance database, I could look at for this city level data? I'm only looking at places within 300 miles of los angeles. ",not_spam "Hey everyone! I was wondering if anyone knew a web crawler or scraper to gather user ratings and comments from Amazon? It can be a script in any programming language. I tried to search for a dataset earlier, but was unable to find a good one and we wanted something more dynamic. Thanks!!",not_spam "Hello all, I am working on a Machine Learning University Project.I am aiming to distinguish troll tweets from genuine tweets. I have the following database : [https://www.kaggle.com/fivethirtyeight/russian-troll-tweets](https://www.kaggle.com/fivethirtyeight/russian-troll-tweets), which contains 3 million troll tweets from known troll accounts. In order for this to work, I would also need genuine tweets relating to the same topics (i.e - Trump, Clinton, America, Politics etc.)Does anyone know where I could find that?",not_spam "I'm looking for pre-1990 U.S. county-level land area. Anyone know where I can get this from the census? Exactly this, but pre-1990: https://www.census.gov/geo/maps-data/data/gazetteer1990.html",not_spam I have a project on R programming as a part of my Quantitative Data Analysis for Public Policy. I am looking for datasets that are related to Gig Economy in India/South Asia/World. It would be really great if someone could direct me to the appropriate resources.,not_spam "As mentioned below, these are COVID19 filtered tweets. This dataset is updates 3 times a week with major releases every Sunday night: [https://doi.org/10.5281/zenodo.3723939](https://doi.org/10.5281/zenodo.3723939)",not_spam "Hi guys, I'm looking for a car dataset ie. Manufacturer, Model Type, Year, Fuel Type and Transmission etc... Can anyone tell me where to find such dataset or what I have to do to obtain/buy this type of data?",not_spam "I can't find a real dataset with more than 200 observations, but also more variables than observations... Moreover, there should be at least one variable that represents a count, such that I can apply Poisson regression on it. Can someone help me find this? ",not_spam "Hello guys, For my bachelors thesis I am searching for a Dataset that scraped Comments, Dates and Votes from /r/wallstreetbets and other similar subs. I am trying to do a sentiment analysis and the usage of certain emojis over time, and then overlay this with the stock chart to find correlations. Setting up a crawler on my own would be the other option but I am quite certain that the data has already been pulled by someone so if you know where I can find it, it would be super graceful to get your help! :) Thanks a lot",not_spam "I would like datasets for car, health, life, phone, and other types of insurance. If anyone has any of these datasets I could use, that would be great.",not_spam Hi! I am looking for datasets containing user recommendation on social media. Can be of Twitter or Facebook. I would like to prove that biased user recommendation systems (producing biased results) can lead to more polarization in terms of opinion.,not_spam "Hello, I am in a course for data visualization and I am looking for coordinate locations for NFL plays. Something similar to what is displayed in these charts: [https://nextgenstats.nfl.com/charts/list/all](https://nextgenstats.nfl.com/charts/list/all) &#x200B; Thanks!",not_spam "In 2014, the UN conducted the My World Survey, in which a million people from all over the world ranked the issues that are most important to them. Unfortunately, the link to the [dataset](http://data.myworld2015.org) that is given on the project's [website](http://www.worldwewant2030.org) does not work, and I cannot find the dataset anywhere else on the internets. The closest I have come to the data is the [report](https://www.nelsonmandela.org/uploads/files/wethepeoples-7million.pdf) which the UN released in December 2014. I would really love to find the original data, which should be possible because every article mentioning the survey seems to tout that the survey is open data... Anyone happens to have a link or copy of this dataset?",not_spam Bls.gov is driving me insane. Any ideas? ,not_spam Color and garment name would be great.,not_spam "[https://www.kaggle.com/imuhammad/course-reviews-on-coursera](https://www.kaggle.com/imuhammad/course-reviews-on-coursera) &#x200B; \[self-promotion\]",not_spam "Hi guys! :) I'm new here and this is my first post. Does anyone know if there is a good dataset for beat tracking and tempo estimation? I can't seem to find anything out there.",not_spam "I like the datasets and dataisbeautiful subreddits and I am always fascinated at the places people find data or how they have mined data. What are some interesting resources you have found that you were surprised to find existed at all?",not_spam "Hi r/datasets, This is the CEO of DoltHub. We run a monthly blog highlighting the progress we've made getting open data on DoltHub. Check out December's. [https://www.dolthub.com/blog/2021-01-04-december-dataset-spotlight/](https://www.dolthub.com/blog/2021-01-04-december-dataset-spotlight/)",not_spam Hi! I'm looking for a CSV of the largest employers (with their employee counts) in the US. Has anyone seen this anywhere?,not_spam "Hello. I am doing a university project in data visualisation that tries to look into what influences countries responses to Coronavirus. Worldbank.org has been a goldmine for quantitative data of any kind, but it doesn't seem to contain any categorical data such as ""government type"" (autocracy, theocracy, democracy, etc.), type of healthcare system (single payer VS private insurance VS None etc.), where they are on the liberal/conservative spectrum (that would only apply for democracies), etc. Since we're interested in the status at the start of the outbreak, it needs to be very recent data. Do you know what the best source for this would be? Many thanks!",not_spam "Singapore government launched their beta, open data portal: http://beta.data.gov.sg/ Hope to see more of these. Here is some info from their about page: The Singapore government has been sharing datasets through www.data.gov.sg since 2011. To-date, the portal has more than 8,000 datasets contributed by over 60 agencies. In June 2015, the Beta site was launched with new features for sharing Open Data.",not_spam "I am curious whether they have somehow scraped the data from somewhere, is it a publicly available API? Would like to build something with that data.",not_spam "Hello, I need a dataset for a depression therapist chatbot. Is there any good soul who can provide me any??",not_spam I want to build a food classifier (and nutritional content) based on images of meals. Any datasets?,not_spam "I'm looking to run some benchmark tests against a 1TB table. Where can I find one? Looked: Commercial data- https://cloud.google.com/commercial-datasets/ Public data - https://cloud.google.com/bigquery/public-data/ But couldn't find any large ones.",not_spam "Edit: I just realized that not all Fapstranauts use the day counter so the dataset will be less than 140,000",not_spam "Hey, I have been scouring kaggle, the subreddit, and google to find a dataset about the general population's workout habits and routines over the course of the year. I want to do an analysis to see how many people go for runs on the summer but either go to a local gym in the winter or workout at home (and if they do then what). tl;dr: Is there a dataset about NA workout habits throughout the year or even a dataset about population fitness preferences. Thanks,",not_spam "Hi, I am doing a project about network science. I am analyzing a network about Scottish whisky. The adjacency matrix I am given was constructed like this: 86 whiskies were rated in 12 categories (sweetness, medicinale, etc) and the componente (i,j) of the matrix is the correlation coefficient of the vector with the grades of I and the vector with the grades of j. The first thing I have done is to see when the correlation coefficient is high (>0.7 or >0.85) and I have construct a graph with the edge representing that the correlation coefficient is high. Then I tried to see if some categories were positively or negatively correlated: I constructed a 12x12 matrix with entries the correlation coefficient of the of the vector of the category I and the one of the category j. The taste categories are not positively correlated neither negatively. Now I do not know what else can I do. I have been given also the geographical coordinates of the distilleries that produces the different types of whiskies. Thanks for the suggestions!",not_spam "Link : [http://www.cs.cmu.edu/\~aharley/rvl-cdip/](http://www.cs.cmu.edu/~aharley/rvl-cdip/). I can't access the drive link to download the (6.1MB) "" [labels\_only.tar.gz](https://docs.google.com/uc?authuser=0&id=0B0NKIRwUL9KYcXo3bV9LU0t3SGs&export=download) "" file, so i was wondering if anyone of you has it by any chance ? Edit: found it.",not_spam "I'm using the open [Reddit dataset in BigQuery](https://bigquery.cloud.google.com/dataset/fh-bigquery:reddit_posts). I'm trying to join comments to posts to measure the discussion quality of different kinds of posts. However, I can't seem to figure out how to join comments to posts. While posts have an id, comments don't seem to have anything that links them directly to a post. Do you have to rebuild the entire chain, linking parent to parent until you get to a post? For anyone that is familiar with this dataset: How would I go about joining comments to their post, without regard for maintaining the original comment thread hierarchy?",not_spam "Hi all, I am looking for a data set in the finance realm, preferably related to investments with both quantitative and qualitative characteristics. Does anyone happen to know of any reliable sources? Or a repository I could check out that has data sets with both qualitative and quantitative variables?",not_spam "Need a dataset with a response variable and at least one categorical variable, best sites to find one? &#x200B; Thanks!",not_spam "Hi, I never thought that r/datasets would help me out at my job! If anyone has a question about a dynamic network (networks that add and remove edges and vertices over a discrete and continuous time series) please PM me and I will see what I can do! Thanks a bunch !",not_spam "Hey everyone, I need a dataset which contains missing values. I searched on the web but almost all datsets contain no missing values. I want to improve my data cleaning skills so it is preferable if it has a large number of variables. Thank you! Edit: Added vowels ",not_spam "Looking for a dataset with info on all the Pulitzer prize winners. Ideally it would include author info, page numbers, etc... Given there are 100's of awards, building this thing out would be quite the thing. Any help appreciated. Thanks!",not_spam "Hey everyone, I am experiencing quite a difficult time finding a dataset containing information about university graduate courses in Computer Science. The most important information regards the acceptance rates (which is not a must, since this is often not publicly available) and tuition fees. Information from Times Higher Education and other such ranking does, unfortunately, not provide enough information to answer questions about this. Thank you in advance!",not_spam "I found two sources but extracting the transcript from that source is a pain and it is also not complete: 1. [https://subslikescript.com/series/The\_Marvelous\_Mrs\_Maisel-5788792](https://subslikescript.com/series/The_Marvelous_Mrs_Maisel-5788792) 2. [https://transcripts.foreverdreaming.org/viewforum.php?f=866](https://transcripts.foreverdreaming.org/viewforum.php?f=866)",not_spam "I am in New Jersey. I have tried using https://nj.gov/transparency/payroll/, but none of the faculty in my town appear in those datasets. Are they not paid by the state?",not_spam "Hi all, I'm looking for some basic US city data. 1. Population of US Cities 2. Longitude and Latitude of US Cities 3. (Long Shot) US Cities on Interstate Highways. Might have to farm this one from Wikipedia. Thanks!",not_spam "Are you trying to change HTML Parser but thinking of which Python package to switch to? Today I will show you a brief comparison between different methods to extract data from HTML. Not only that but also a trick to detect whether a link carries downloadable sources. Link: [https://towardsdatascience.com/https-towardsdatascience-com-how-to-download-files-in-a-lightning-speed-a8e8dcc694f7?source=friends\_link&sk=0d260bb32bad456bbd884e1024cb97fe](https://towardsdatascience.com/https-towardsdatascience-com-how-to-download-files-in-a-lightning-speed-a8e8dcc694f7?source=friends_link&sk=0d260bb32bad456bbd884e1024cb97fe) Do you have other methods which you want to share? Comment below๐Ÿ‘‡๐Ÿป \#scraping #python #comparison #htmlparser",not_spam "Can you please simply state your gender and age, then state, in the form of a number between 1 and 10, how mature you like your cheese. Appreciate it, cheers.",not_spam "Hello, I am looking for a dataset that contains the location of parking garages in Seattle and Portland. I am specifically looking for off-street parking. Where can I find such datasets? I am new to this and was wondering where I could get started. Thanks!",not_spam "Hi guys, I was looking for some website that shared good statistical data, like sales numbers of phones (by brand/model), revenue of different businesses, funding sources of political parties etc. I noticed that while lots of data globally, there isn't a good one stop website for Indian data. All I get on googling is news figures on newspapers with often very poorly presented data (wall of paragraphs where a graphic would have been so much better), and only data limited to a particular event, not organized searchable stuff. I saw this awesome site called Statista, but it's behind a huge paywall. I have some examples that I found good below: 1. https://www.statista.com/statistics/269487/top-5-india-smartphone-vendors/ 2. http://gs.statcounter.com/ 3. http://www.idc.com/promo/smartphone-market-share/vendor Would you be kind enough to suggest a few? Generic stat sites would be good, otherwise if you have any favorite ones for tech items, finances, etc... those would also add value. Thanks in advance. //BTW, [I posted](https://www.reddit.com/r/statistics/comments/6jzf66/stats_4_india_any_good_statistics_websites_for/) in r/statistics, was recommended posting in this sub instead.",not_spam "The medical research side of this pandemic is advancing quickly. Sadly the same can not be said for political and strategic understanding. The more we know about the geographic distribution of medical conditions, the better decisions our governments can make. By filling in the COVID-19 Survival Calculator, you get an insight into your own personal risk as well as providing data that will be used to save lives. Your privacy is important. We do not need identifiable information. You can fill in the calculator anonymously. Find out more visit. [https://www.covid19survivalcalculator.com/](https://www.covid19survivalcalculator.com/) Fill in the calculator. [https://www.covid19survivalcalculator.com/calculator](https://www.covid19survivalcalculator.com/calculator) Download the dataset. https://www.covid19survivalcalculator.com/data/download.csv This project is being run by Nexoid, United Kingdom. We are a data and business systems company, usually working in the finance sector. We have pulled our resources to assist with the COVID-19 pandemic. Find out more about Nexoid [https://www.nexoid.com/](https://www.nexoid.com/)",not_spam "https://www.huduser.gov/portal/usps/index.html This data seems to be available to non-profits and gov. I'm neither, but also not looking to profit from this data. It looks like there's a ton of businesses selling this dataset and similar sets for real estate business, but I'd rather get it directly from the government for free if possible. Any ideas? Really I'm interested in any datasets about vacant properties in the US, preferably cities.",not_spam "Hi, I'm having trouble finding an article that shows two sets of data that are correlated. Does anyone know of one that was posted in 2014?",not_spam "I want to work on an NLP project, preferably in finance domain. For that, I am trying to search for any available dataset/documents which I can analyze and come up with some interesting results. Any ideas where I can find such a dataset and what finance-related problems I can look into? P.S. I have looked kaggle, but could not find a dataset which has documents to work on a finance domain-related task.",not_spam "Hey ! I'm currently looking for manufacturing drawings dataset. Any idea where I could find some? It seems quite complicated to get, certainly because of IP.",not_spam "Find Indian food datasets here: [https://www.kaggle.com/kanan275/indian-food-image-dataset](https://www.kaggle.com/kanan275/indian-food-image-dataset) &#x200B; It can be used for calorie counting, food detection and recognition problems.",not_spam "I am trying to learn accounting and I would like to get hold of a sample ledger excel file (with sample data in it). Does anyone know any such files, links, etc? Please help... PS: Yes I tried Googling and for some reason I can't find this after a week of searching :(",not_spam " Hi, do you know if there is a dataset of the x, y axis in which a tennis ball lands during a game?",not_spam "Hey all, I was working on a project where I needed to classify images of funduses of whether they have a disease or not and if they do, which specific one do they have. I wanted to know if you had any other datasets for me to test. It seems that Google did a similar project for diabetic retinopathy but they didn't make their dataset publicly available. Thank!",not_spam Looking for a dataset on NFL stats. Preferrably containing play-by-play stats similar to Sportradar with an API.,not_spam "I am trying to access the MIMIC-IV dataset but I am not able to find any YouTube video with a walkthrough for it. It will would be really helpful if someone guide or tell the sequence of steps needs to be followed to access the data via cloud.",not_spam "I'm looking for an open API or dataset that has current and historical data of global sea temperature. I found about that [sea-temperature.com](http://sea-temperature.com/) already offers this data, but it doesn't say how old is it and is not a web service or REST API.",not_spam "Hi, Does anyone know if there's a data source out there that contains information on how long a movie played in theaters, overall and per country? ",not_spam "Hi r/datasets! I just stumbled onto this sub this morning, what a great resource! Anyway, I'm hoping someone can help me find transaction-level import/export data. I know it exists *somewhere* but I can't seem to find it. I can easily find aggregated data by HTS code etc., but what I'm looking for is the transaction data itself - i.e. date, port of origin, shipper, consignee, etc. Thanks! &#x200B; \*edit: spoke (emailed) with someone at the ITC, basically it's FOIA for ""non-confidential"" information (which is a decent chunk of data actually) or alternatively obtaining stupidly complex certifications for handling the confidential fields. ",not_spam I want to get back into some graph theory and I would like to use a dataset at subway stations which waiting times and travel times between stations. I tried looking but I couldn't find any. ,not_spam "Show off, complain, and generally have a chat about data here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. The first one was a flop so if you think this is a good/bad idea, please let us know. P.S: Suggestions for this subreddit are welcome.",not_spam "Im looking for a dataset of devices that use certain Qualcomm chipsets. Googling isnt giving me much and Qualcomm doesnt necessarily list what prodicts have their components except one chipset listing Its for their QCC-line up specifically the QCC51XX series and the QCC302X series",not_spam "Hi! I'm an aspiring data scientist, just beginning my journey. I'm also vegan and I'm very interested in the relationship between meat consumption and climate change or linked diseases. I'm from Argentina but if the dataset is easy to approach (this would be my first full analysis) it could be worldwide or from a particular country.",not_spam Title,not_spam I want to make a Power BI project on Premier League. Any suggestions for the project are welcomed.,not_spam "I'm looking for a dataset which contains logos for different brands, but crucially, split out over *time*. e.g. Coca-cola's logo in 1900 was... Coca-cola's logo in 1932 was... Coca-cola's logo in 1989 was... ...and so on I've seen many dataset that contain *just* logos, but none that link those logos back through time. Any ideas? ",not_spam "Need help! I have to create console app using dataset conenction , where i have to join two tables(Products and categories) from Northwind database. This project shoud be done in visaul studio.i am begginer",not_spam "I have to study a database about tornados in usa from 1950-2009. And they asked me to relate other data sets that i could find with that one, if it makes sense. If you guys have ideas and links. I tried to search and most info about meteorology isn't available on its fullest, there are only samples.",not_spam "We just had an election here in Ohio. I already have vote totals by precincts. I want information about the ethnicities in these precincts. The census bureau collects ethnicity data, but I am having a hard time finding if they partition this data by anything more granular than state. The census bureau refers to stuff like voting precincts as ""voting districts."" I am looking for ethnicity data by voting district, but I haven't found it yet! Any help would be very welcome!",not_spam "I have the openflights.org datasets (airports, airlines, routes) but I need actual flights data (like number of the flight, date-time, origin and destiny, etc). This can be historical. The routes.dat only show connections between airports but no actual flights. Thanks a lot for any help.",not_spam "Iโ€™m looking for a CSV of: Title, Description, [other properties] Of all Pypi projects. Is this available somewhere? I know I could scrape it but it seems to only show the first 10K results if I recall correctly.",not_spam "Time to give something back to this great forum where Iโ€™ve found interesting datasets for past projects. This dataset contains every trip record (starting point, ending point, date, time) for the Bike Share program in the Washington DC metro area in 2018 (about 3M records). Iโ€™ve joined each trip with the weather metrics (temperature, precipitation, wind, etc.) that matches the starting time of the trip as part of a climate article Iโ€™m writing. [https://drive.google.com/file/d/1BeZUhjgxpT3z62PBhmoGkHvQzXBD\_-HD/view?usp=sharing](https://drive.google.com/file/d/1BeZUhjgxpT3z62PBhmoGkHvQzXBD_-HD/view?usp=sharing) &#x200B; The source of the Bike Share data is [https://s3.amazonaws.com/capitalbikeshare-data/index.html](https://s3.amazonaws.com/capitalbikeshare-data/index.html). The source of the weather data is [https://www.visualcrossing.com/weather-data](https://www.visualcrossing.com/weather-data). (I used their Excel interface to automatically merge weather with the bike times.) &#x200B; First time contribution, so please let me know if it is useful. Thanks! Ginger",not_spam "Data: [https://we.tl/t-9sXoI5UqWw](https://we.tl/t-9sXoI5UqWw) I used the [Wayback Machine](https://archive.org/web/web.php) to get the [Voting Laws & Requirements](https://web.archive.org/web/20160917113853/https://www.usvotefoundation.org/vote/state-elections/state-voting-laws-requirements.htm) for 2016 and the [election results](https://ballotpedia.org/Presidential_election,_2016) from [Ballotpedia](https://ballotpedia.org/Main_Page). I'd like to validate the argument for or against in-person voting using this but can't seem to find a clear way to visualize/present this data. Assuming I'm on the right track with the data choice, are there any tips on ways I can look into this data?",not_spam Does anyone know if a dataset of traffic violations or traffic tickets by each USA States exist? I don't think i've seen one besides local city levels.,not_spam "Can someone suggest a great data visualization tool like tableau that is free or low one time cost to build out poc? Also if not one time, what is monthly fee?",not_spam "Hello, Would anyone be kind enough to help a student out with a list of legal technology companies filtered by | Name; website; email; phone; comments | ? Iโ€™ve managed to gather around 400 items, but itโ€™s just frustrating to know there are better ways to do it. Iโ€™m ready to barter for the list if need be, but ... Am eager to see replies.",not_spam "I'm just getting started with fairness in ML as a side project. I am really fascinated by the topic, especially when a fairness unaware ML algorithm can lead to denial of resources (e.g. financial services). Thus, I am I looking for credit card/loans/ mortgage dataset with the target being whether the client defaulted/ missed payments or not. For the fairness application, the dataset must contain a sensitive attribute that can can potentially lead to discrimination, e.g. age, gender, race, zip code, etc. Does anyone know where I could find such a dataset? Thanks! P.S.: I will post here my analysis of a dataset you recommend.",not_spam "where can I find one? I prefer to be in Kaggle, I just need a dataset to make a project about panel regression, I still new in DS and can't get data from big sites, need prepared dataset. thanks",not_spam "The TSA has is publishing more and more data via it's Freedom of Information Act (FOIA) Reading Room. I've created a project on github [https://github.com/mikelor/tsathroughput](https://github.com/mikelor/tsathroughput) that contains the source for extracting the information from the .PDF files and converts them to JSON and CSV files. The [/data](https://github.com/mikelor/TsaThroughput/tree/main/data) folder contains the source .PDFs going back to 2018 while the /data/raw/tsa/throughput folder contains .json files. If you just want to work with the data, I would recommend looking at the [/data/processed/tsa/throughput](https://github.com/mikelor/TsaThroughput/tree/main/data/processed/tsa/throughput) folder. This folder contains .CSV files for individual airports as wall as a .CSV file for All airports (unintuitively named ""TsaThroughput.None.csv""). I've broken out the airports that I'm interested in. If you'd like to learn more. Feel free to leave a comment in the ""[Discussions](https://github.com/mikelor/TsaThroughput/discussions)"" section or open an ""[Issue](https://github.com/mikelor/TsaThroughput/issues)"". While doing some research on Tsa Throughput today, I ran across this prior post that uses an alternate method of converting the PDF files to .CSV [(1) TSA Throughput Data for US airports per hour at the checkpoint level : datasets (reddit.com)](https://www.reddit.com/r/datasets/comments/hfpyku/tsa_throughput_data_for_us_airports_per_hour_at/) It looks like the author ran into a problem with data extraction sometime back in July of last year. My method continues to work, and I attempt to update the data on a weekly basis (as long as TSA publishes the information). Ultimately I hope to automate the update process (source also included for that) Please note, I started this project to learn python and machine learning concepts. I like to apply my learning to what interests me. In this case I work for an airline. My goal is to predict TSA Throughput, but boy Covid really did a number on the data. Feel free to contribute, or just use the data. Interesting python code to look at would be * [/src/tsa\_throughput/src/data/make\_airport\_dataset.py](https://github.com/mikelor/TsaThroughput/blob/main/src/tsa_throughput/src/data/make_airport_dataset.py) \- Creates the CSV file for specific airport * [/src/tsa\_throughput/src/notebooks/animate.py](https://github.com/mikelor/TsaThroughput/blob/main/src/tsa_throughput/notebooks/animate.py)\- Creates an animation based on data (see attached graphic) This is an ""off hours"" side project, but one that I am continuing to update.",not_spam "Hi everyone, I'm trying to find practice datasets in the field of operations management ( logistics, production planning, material requirement planning, inventory management, transportation, etc). Do you have any resources that you can point me to? Thank you very much.",not_spam Does anyone know of an existing data set that contains violent crime data and drug crime data by zip code month from the 1970s to today?,not_spam "Hi, I need recent Instagram dataset for mi University project, Someone can to help me?",not_spam "Working on a project app for school that would work okay without it - but it would save a ton of time if I could get a dataset (JSON/CSV/XML) of trivia questions with multiple choice answers, instead of writing them myself. ",not_spam "Does anyone know of book checkout data of libraries or purchase data of book stores that is (freely) available? The data should have a connection between patron/customer and book. So the only things I'd need would be: Patron/Customer identifier, ISBN(, date of purchase/checkout) I want to try to build a book recommendation service. Once it's running, the plan is that it will generate its own data. But I would need some data to start with. How would you go about this, if there is no publicly available data? I already searched Kaggle and Google Dataset Search but to no avail. I only found either patrons with only numbers of checkouts or books with numbers of checkouts, but no relation between the two. &#x200B; Data in German or English would be fine. All help would be much appreciated.",not_spam I need Data for a project Please Help,not_spam Overall Project is finding how much participation in NCAA sports effects College GPA ,not_spam Does anyone has the Windows event log dataset or knows how to find them?,not_spam "Greetings, Can someone help regarding machine utilization and other data center values data set so I can analyze the data, find out underlying patterns and do prediction for the same. Major key points: CPU utilization, disk utilization, power consumption etc.",not_spam "I've assembled precinct level preliminary data for 52 of the 72 Wisconsin counties representing 72% of the votes. The remaining, particularly Kenosha (thanks javascript!), are difficult to parse or not available. Is there a source for all Wisconsin precinct-level data?",not_spam "I'd like a historical database (last 5-10 years, longer the better) that describes course descriptions or offerings for US universities, ideally by name. Course title and description, and in the dream world any syllabi, but I can't imagine a data-generating process that would yield that as well. Thank you, come again!",not_spam Dataset for predicting Menopause health,not_spam "Do you know of any other services? Sportradar has historical data publicly availed on BigQuery, but only through 2018. Iโ€™ve been trying to graduate from their trial api so I can use their data to publish stuff from this season. https://sportradar.us/2017/03/ncaa-mens-basketball-shotcharts/",not_spam "For example, if in one data set there's an entry for John Doe living at 1111 2nd Ave and in another data set there's an entry for John Doe living at 1111 2nd Ave*nue.* I'm creating an exercise for my students that works with data cleaning and combining data sets. I want them to figure out a way to identify whether or not two entries actually are the same person or if it's more likely that they are actually two separate people. ",not_spam "Hi Everyone, I am currently taking part in an undergraduate project which involves the identification of diseases of a few crop varieties : * Potato * Tomato * Beans We are using image processing on plant **leaves**. The resulting app should be able to identify the type of disease (e.g, Late Blight) and determine the level of its progression. I am having trouble finding datasets to train the model as of now, so if any of you have ***any datasets which shows disease progression on leaves*** that I can use (Even for a crop I haven't listed above,) please be kind enough to share them. Thanks!",not_spam "I found this [https://www.reddit.com/r/datasets/comments/56f5s3/bookcorpus\_mirror/](https://www.reddit.com/r/datasets/comments/56f5s3/bookcorpus_mirror/) and some information on Github. &#x200B; It seems that they already took it down. However, lots of recent research are used BookCourpus for training, so I was wondering if anybody already downloads it locally? Thanks &#x200B; &#x200B; &#x200B;",not_spam "I'm building out a concept right now where data from disparate sources is aggregated and accessible in a unified API, or for download in standardized formats (JSON, CSV, SQL). A few questions for the community: 1. How do you current collect data? Do you download from individual sites or mine it yourself? Or is there a similar service available? 2. Do you think there is a need for a single API to access large amounts of data, or are data analysis needs usually so specific that people would rarely find use in having data like Education, Weather, Stocks and Sports accessible under a single API key? 3. Would you pay for a service like this for $20-30/month? Thanks.",not_spam Anyone know where to find the number of job postings per day? Ideally an API or something that can be automated?,not_spam Is it possible to get an actual transcript of sales call? I am working on an AI tool for sales and I need it for modelling a typical sales call. I'd really appreciate if someone could point me towards such a resource.,not_spam "tl;dr Torrents for 2.5 years worth of ~hourly snapshots of every US server's AH: http://xen.im/~aheadley/wow-auctions/ I've been collecting hourly snapshots of auction house data from World of Warcraft (US servers only) for about 2.5 years now (starting from Oct 19 2016) and have about 1.1TB of data as ~1.8M bz2 compressed JSON files: ([sample file](https://gist.github.com/aheadley/4f037e32c874c1ae7584a0c78fb5cf26)). The torrents are seperated by server (technically server group that shares an AH) because trying to make one large torrent of over 2M files did not work very well. There are some gaps due to power outages and the like but it is mostly complete. I am currently seeding it from my home connection (200mbit upload) and will for at least a few months. Some stats on the files so anyone interested can make appropriate preparations for the download: - Total size of all files combined: 1.1TB - Total number of files combined: ~2.1M - Average size per server/server group: ~9GB - Number of files per server/server group: ~17k EDIT: Made a zip file of all the torrents for convenience: http://xen.im/~aheadley/wow-auctions/all-torrents.zip",not_spam "Looking for key team stats, champions played, individual stats, etc.",not_spam "I'm looking for an inexpensive place to retrieve stock market data via an API. Data doesn't have to be real time, but 15 minute delayed would be nice. If this is impossible, how about just closing prices?",not_spam Am seeking out any data sets on pro cycling - either recent or historical (preferably both). I'm interested in developing some machine learning/vis skills and looking to do this in terms of one of my favourite sports. ,not_spam "I have no idea how I'd go about getting this, but I wanted to attempt to get information about popularity of certain file types in email attachments. Anyone have any ideas // resources? Thanks! :]",not_spam "Hello, &#x200B; I'm doing a project for school where I analyze how the global pandemic impacted the global maritime shipping industry, such as how many countries are impacted and the variation in the number of crates shipped. Does anyone know any useful datasets I could use for this? &#x200B; Thanks",not_spam "We are designing a knowledge graph of a huge database of companies we have. One features we do not currently have is a list of suppliers of companies, that is, other companies that sell products/material/parts to a company. I'm looking into finding a way to collect such information. Is there any public dataset about companies' suppliers? Or any way that I can get some indirect data so that I can infer who are suppliers of who. For example, customs declaration data about importations of products? I found some organizations that can provide trade data, such as [Xportmine](https://www.xportmine.com/), but primarily, I'm looking into public or free dataset. ",not_spam "I recently stumbled across a discussion of techniques for working with this type of data and I'm looking for a toy dataset to play with. For those unfamiliar with the terminology, a multigraph is a network where a single edge can describe multiple different kinds of relationships. Think of it like a collection of adjacency matrices whose nodes are the same but whose edges are different, so you can stack them into an NxNxK cube, where N is the number of nodes and K is the number of types of relationships.",not_spam "Hello everyone! Been searching the internet for a while looking for a time zone / zip code data set. Willing to pay. Would also like Canada too.",not_spam "Hi /r/datasets! &#x200B; As part of my master's studies we have to analyze a dataset from an organization in Tableau. I've looked around on Kaggle, but there does not seem to be any (?) organizational data on there. Do you guys know of any datasets, websites, or other places where I could acquire such data? Apologies is this questions has been asked already, I couldn't find anything through Google or using the search function on Reddit. &#x200B; Thank you!",not_spam "Iโ€™m having trouble finding historical weather forecast data. Most sites I find provide daily and hourly forecasting but going backwards in time only observational. Iโ€™d really like to get a hold of some historical forecasts for the last month for research purposes. Iโ€™m currently specifically interested in data for Australia.",not_spam "There used to be an ""An open access repository of images on plant health to enable the development of mobile disease diagnostics"" but has since become unavailable. A lower quality version was uploaded to [github](https://github.com/spMohanty/PlantVillage-Dataset), but I'm looking for the original. Thanks. &#x200B; [https://arxiv.org/abs/1511.08060](https://arxiv.org/abs/1511.08060)",not_spam "Looking for complete OEM part listing for anything with a part number. If you were to build a 1998 Toyota T100 part by part, which OEM numbers are required? Would prefer Toyota, but could start with any make/model or preferably all models/years of a big manufacture. Its a tall order, do you know if anything like this exists and is available publicly? Example of the data points in an individual record: [https://parts.toyota.com/p/Toyota\_1998\_T100-34L-MT/GASKET-PLUG-SEAT-FOR-FRONT-DIFFERENTIAL-CLUTCH-CASE-FOR-FRONT-DIFFERENTIAL-LOCK-CYLINDER-FOR-IDLER-CASE-FOR-REAR-DIFFERENTIAL-LOCK-CYLINDER-FOR-REVERS/62981758/9034110065.html](https://parts.toyota.com/p/Toyota_1998_T100-34L-MT/GASKET-PLUG-SEAT-FOR-FRONT-DIFFERENTIAL-CLUTCH-CASE-FOR-FRONT-DIFFERENTIAL-LOCK-CYLINDER-FOR-IDLER-CASE-FOR-REAR-DIFFERENTIAL-LOCK-CYLINDER-FOR-REVERS/62981758/9034110065.html) Updates:. Looks like parts are available in the Product Classification database (PCdb). If I understand correctly, PCdb is available for free? You must signup with Autocare Association at [autocare.org](https://autocare.org) and then login to [https://autocarevip.com/Account/login?ReturnUrl=%2F](https://autocarevip.com/Account/login?ReturnUrl=%2F) to access PCdb. Anyone get this to work? [https://www.autocare.org/What-We-Do/Technology/Product-Areas/pcdb/](https://www.autocare.org/What-We-Do/Technology/Product-Areas/pcdb/) [https://www.autocare.org/What-We-Do/Technology/Resource-Files/ERDiagramPCdbMay2018/](https://www.autocare.org/What-We-Do/Technology/Resource-Files/ERDiagramPCdbMay2018/) \--- ACES - VCdb lightduty is $2500 PIES - Padb is $1100 ACA VIP is $430 \--- [PIES (Product Information Exchange Standard)](http://www.autocare.org/what-we-do/technology/technologyhelp/#pies) PIES are Product Information Exchange Standards. The standard was established to define the attributes of the automotive products. These attributes include, but are not limited to: brand ID, description, price, dimensions, weights, NAFTA, UPC and HAZMAT. [http://www.autocare.org/what-we-do/technology/technologyhelp/#pies](http://www.autocare.org/what-we-do/technology/technologyhelp/#pies) ## [ACES (Aftermarket Catalog Exchange Standard)](http://www.autocare.org/what-we-do/technology/technologyhelp/#aces) ACES is the Auto Care Association Catalog Exchange Standard. The standard was established to standardize information for proper product selection and fitment. ACES drives how YEAR/MAKE/MODEL product searches and look-ups work. This is a living standard. [http://www.autocare.org/what-we-do/technology/technologyhelp/#aces](http://www.autocare.org/what-we-do/technology/technologyhelp/#aces) PAdb: The Product Attribute database (PAdb) is an automotive aftermarket industry standard reference database to be used in conjunction with the Product Information Exchange Standard (PIES). [https://www.autocare.org/What-We-Do/Technology/Resource-Files/PAdb\_Documentation/](https://www.autocare.org/What-We-Do/Technology/Resource-Files/PAdb_Documentation/) Samples: **Vehicle Configuration Database (VCdb)** The VCdb and Qdb are ย the backbone for those who subscribe to the [Aftermarket Catalog Exchange Standard](http://autocare.org/What-We-Do/Technology/Product-Areas/aces/)ย (ACES ). The VCdb is used throughout the industry supply chain to understand valid combinations between vehicles and vehicle systems for buying, selling, fixing, researching, and reporting on aftermarket vehicles. [http://www.autocare.org/What-We-Do/Technology/Resource-Files/VCdb\_Sample/](http://www.autocare.org/What-We-Do/Technology/Resource-Files/VCdb_Sample/) **Product Attribute database (PAdb)**ย is an auto care industry standard reference database to be used in conjunction with theย  [Product Information Exchange Standard (PIES)](http://www.autocare.org/Technology/pies/). [https://www.autocare.org/What-We-Do/Technology/Resource-Files/Auto-Care\_PADB-Sample-Code\_20150219/](https://www.autocare.org/What-We-Do/Technology/Resource-Files/Auto-Care_PADB-Sample-Code_20150219/)",not_spam "Hi guys, I'm working on my research project about Coronavirus's impact on labour market. I'm currently focused on locating good data sources from economics, to science, to politics. I have done some researches but thereโ€™s not many databases that pool that type of information out there (which contain questions that specifically address Covid19). I'm interested in datasets that contain variables such as death cases, hours worked, earnings, benefit entitlement, home-working,... I found many websites offering great report or visualizations of existing data but not the datasets. Can you guys give me any suggestion on where to find those database? TIA. And feel free to reach out if you'd be interested in collaborating.",not_spam "Hi, I was looking for face recognition datasets. The VGGFace2 dataset was supposed to be one of the largest publicly available ones, with many sota methods being trained on it. It's home website however: [http://zeus.robots.ox.ac.uk/vgg\_face2/](http://zeus.robots.ox.ac.uk/vgg_face2/) has not been reachable for a few months now. Does anyone know what happened and whether or not it is possible to obtain this dataset from anywhere else?",not_spam "Team, I am looking for a big dataset on any topic with at least 1 million rows of data and at least 50 columns for an assigment. Excel and Jason needed, but I can convert from most formats. Thanks for help.",not_spam "Hello. I've been working on a project that involves using the Riot Games API to scrape various in game stats. The dataset contains 53452 rows of players' from matches. It was stored in a SQL database using Python then exported into CSV format. The dataset contains 65 features including winner/loser. Some of them are non-descript ordinal which you can remove and there are a few more that do not pertain to solo queue match stats(dominion stats that do not get tracked). I plan to upload the dataset with 44 features in the near future. The github should also contain teamstats dataset which are team objective stats recorded from the same games. All matches are after 9-21-2015 which is a day after a certain patch. Can't remember off the top of my head. Let me know if you have any questions. Dataset is released under MIT license. I have done various work on this including knn, logistic regression, correlation/covariance analysis, and some other feature selection techniques. The final report should be completed in two weeks so I will be uploading that to my github as well. Have a great day everyone. https://github.com/torontosj/League-of-Legends-Capstone",not_spam "I've been pulling data from my University's bus tracking API for the past ~6 months, and I've collected second-by-second interval Long/Lat data for all 25 busses at my school. The dataset contains the following info: Longitude, latitude, number of students on the bus, destination, speed (not really accurate), bus ID, and timestamp. We have an extremely inefficient bus system, and the goal of collecting the data was to propose alternative routes that would reduce bus downtime. What would be the way to visualize this data? I was thinking something like a heat map with Mapbox to visualize the points in which the bus is at rest for long durations of time, but I didn't know if there would be a better way to visualize the inefficiency of the routes that the bus runs on.",not_spam "After download the comments files from [https://files.pushshift.io/reddit/comments/](https://files.pushshift.io/reddit/comments/), I tried to compress the .zst file, but I failed. emmmmm... So, in what way I can get the data from the .zst file.",not_spam Does anybody know where to find aggregated data on commercial real estate for cheap/free? Most softwares Iโ€™ve found are extremely expensive. Thanks in advance,not_spam "For a academic project, I have to work on open data to help improve the efficiency of any company, association, government literally anything. I just need open data and a business that needs something through this data. I am out of ideas please help. Thanks",not_spam "Hello I am wondering if any of you had a chance to find any dataset on SARS-COV-2 qRT-PCR such as: \- the number of CT used \- the number of specific sequences analyzed for any geographical area (timeseries would be fantastic) ? thank you in advance",not_spam "Hello, Does anyone know how I can build and maintain a database from IMDb's raw files? I tried a couple of modules such as imdbpy but unfortunately, they leave some important details out, specifically number of votes and their breakdown (distribution). Is there any other module I should try?",not_spam Find this unique dataset here: [https://www.kaggle.com/dataclusterlabs/bottles-and-cups-dataset](https://www.kaggle.com/dataclusterlabs/bottles-and-cups-dataset),not_spam "&#x200B; Similar to this one: [https://personal.ie.cuhk.edu.hk/\~ccloy/downloads\_mall\_dataset.html](https://personal.ie.cuhk.edu.hk/~ccloy/downloads_mall_dataset.html) but I would like to get more footage from inside of shops.",not_spam I would like a random sample of say 1000 leagueโ€™s of the same parameters to do some analysis on. I canโ€™t find anything other than โ€œtop players on championship rostersโ€ type data.,not_spam "Hello, I was wondering if anyone knew of a set of data for the 2015 baseball schedule that included time that the game started at, which team sports analysts predicted would win, and attendance for the game. I already have the data from baseball-reference.com. It is less important to me to see which team sports analysts predicted to win, but if it is possible I would love to have that data. For stadiums, I would like info on their wall height, turf type, maximum capacity, and average attendance. Thank you in advance for helping!",not_spam "I took the nominees from [https://www.oscars.org/oscars/ceremonies/2019](https://www.oscars.org/oscars/ceremonies/2019) and formatted the data into a usable spreadsheet that you can access here: [https://data.world/graphhopper/2019-oscar-nominees](https://data.world/graphhopper/2019-oscar-nominees) &#x200B; &#x200B;",not_spam I will be using the pandas module with Python. Do any of you use this? I don't know how I would get pandas to know that the headers are on the left- I'm used to using files where they're at the top. ,not_spam "I'm a newby at data stuff, I hope this is the right place to ask questions. I apologize if not. I'm trying to analyze some home heating data from logging thermometers. Problem is they're on different scales, some are 1 minute, some are 2 minute, and a CSV I downloaded of outside temps is hourly. Is there an easy way in a spreadsheet to add the spaces I need to conform these sets to graph together? I guess I need to add 59 rows to the outside temp file! I might also want to make all of them on, say, a 6 minute scale to reduce the size of the file, so adding 10 rows to the outside column and deleting every 5 of 6 and 2 of 3 respectively from my thermometers. I've tried googling this question, and not had a lot of success for a simple answer. Thanks for any pointers.",not_spam "I am looking for dataset for journal editorial board members includes: * name * country * institution Any help are welcome. &#x200B; if not available what is the best website can help me to collect such a data manually using web scraping tools.",not_spam I'm thinking of doing NLP project of classifying MBTI personality type based on the words they often used daily. Does anyone know the datasets containing such data??,not_spam "Hey everyone, I'm looking for a dataset that has game by game line-ups for teams across Europe over many years. So for example; Date Team Home Team Away Team GF GA GD Player 1 Player 2... 4/25/2016 Spurs Spurs WBA 1 1 0 Lloris Vertonghen... 4/25/2016 WBA Spurs WBA 1 1 0 Myhill Evans... Where each game is represented from each team's point of view. Does anyone know if one exists or will I have to scalp the data online? ",not_spam " Hi, I'm working on an open source project where I'd like to incorporate ISP outage data. This service claims that it reports accurate ISP outage data, that is not crowdsourced like downdetector: https://www.thousandeyes.com/outages/faq Quote: ""Q: Where does outage data come from? A: ThousandEyes agents located across the Internet perform billions of measurements each day, yielding a massive data set that includes network interface and application server-level information on when and where network traffic is disrupted and applications are unavailable."" Anyone wager a guess on what websites they are scraping, and what measurements they are making to come up with this data?",not_spam "it was suggested I post this here I live in Connecticut. I am trying to build up a case for stricter regulations and even a lowering of our electricity bill. currently all residents pay a minimum of 20$ to be on the grid + 7.03 cents KWH for delivery fees alone.... this is not including the generation rates (that is different but similar issue) I am trying to get our local regulation department PURA to justify way eversource can charge 7 cents a kwh for aged infrastructure and terrible emergency response performance. i do believe it is one of the higest in the country but there is literally no reason for this. especially when they just laid off a bunch of people to cut costs http://www.computerworld.com/article/3027640/it-outsourcing/laid-off-it-workers-muzzled-as-h-1b-debate-heats-up.html From those of you with utility bills. I am asking you to post your state, connection fee, and delivery rates, you can also include your generation rate if you would like. for example: me: state: CT connection fee: $20 delivery rate: 7.03c generation rate: 9.02 c i want to get averages per state and i promise ill turn it into a nice graph :) ",not_spam Is there anyone scrapped [https://api.rawg.io/docs/](https://api.rawg.io/docs/) or [https://www.giantbomb.com/games/](https://www.giantbomb.com/games/) ?,not_spam " Iโ€™m at my 5. semester of my Bachelor in Software Engineering and we working on extending this [analytic platform](https://astep.cs.aau.dk/wiki) We can almost do what we want to, and I think it would be REALLY awesome to work with quantified self/Health data! Do you have any recommendations for big datasets we can use? We will probably use machine learning or some other form of AI, since we are learning that in one of our courses, and they like it when we apply things from courses in the projects! Soโ€ฆ What kind of machine learning algorithms would be obvious for working with Quantified self/Health data? And can you recommend any big datasets?",not_spam "Hi does anyone know where I can find a large dataset of company logos? I see that there are websites like [www.brandeps.com](https://www.brandeps.com) and [https://logos.fandom.com/wiki/Logopedia](https://logos.fandom.com/wiki/Logopedia). Was wondering if anybody knew of anything else. Thanks.",not_spam "Hello :-) I would like to work on a project that could enable me to detect via a Convoluted Neural Network to detect if a particular sound file is a baby crying or just talking in order to have an automatic alert system. I have only found some limited data point dataset for now that are not performing well for training. Any suggestion? Already found resources: ESC-50 and ESC-10",not_spam I am looking after a dataset with erotic conversations. I hope you got what I meant.,not_spam "Fields = Hashrate, VRAM, TDP, MSRP, Profit/day",not_spam "I am looking for a music dataset with at least 3 columns: (song_name, user_id, duration_listened). Does anyone know where I could find something like this?",not_spam "I'm looking for dataset of all the known entities in our solar system (from planetary bodies and comets in scale down to known constituents of the Oort Cloud and Kuiper Belt, even as small as the orbital debris around Earth). Perhaps even better would be a metadirectory of datasets for the collection. I've been manually hunting down the individual datasets that are available to the public. It's difficult for me to tell how complete the obvious sources are relative to all the data available, so I'm hoping for a scholarly or research source that has a more insightful grasp of the scope required. Thanks in advance for your help!",not_spam "For example, the user is presented with a colour and they are asked which colour does that represent. Ideally the dataset would include data on culture, as I recall that being significant in interpretation of colour. There are a wide variety of colours that we would interpret as ""red"" and it is that sort of data I am looking for.",not_spam "I want to replicate the bars per capita analysis as [here](http://www.citylab.com/design/2012/08/geography-bars-and-restaurants/2770/) but with world cities. I've seen another site use the Google Places API. I don't really need the location data, just counts would be fine. ",not_spam "Hello, &#x200B; Considering all the extra time I now have on weekends due to the stay at home orders, I wanted to do some sort of in-game win probability model using video game data just for fun. Some of the games I would be particularly interested in would be Civilization 5, Starcraft 2, Age of Mythology, Call of Duty Warzone, but anything that is available would be awesome. Ideally the data would have some sort of timestamp/turn and current state of the game. If anyone happens to know anything about acquiring a dataset like this, I would be very grateful! &#x200B; Thanks",not_spam " Hello everyone, I scrape the [sofifa.com](https://sofifa.com/) and extract * 19.002 player & 56 player feature * 16.630 player image (not in the dataset and repository right now but I will add it) * 681 team & 17 team feature You can find the dataset [here](https://www.kaggle.com/batuhandemirci/fifa-2021-team-and-player-dataset) And also if you want to check out the project itself, you can find the repository [here](https://github.com/batuhan-demirci/fifa21_dataset) Hope you find it useful.",not_spam "Looking for detailed data on plane crashes. Specifically, on survivals (seat type, gender, etc)",not_spam "Iโ€™m the creator of [https://tokendatabase.com](https://tokendatabase.com/), an API service for accessing cryptocurrency market data. We have a new CSV download feature for candle data from over 5700+ crypto-currency markets. You can check it out here [https://tokendatabase.com/download](https://tokendatabase.com/download) Let me know if you have any requests or feedback!",not_spam "Hello, I am studying program synthesis from natural language, and I am currently working on a system that will attempt to generate actual Python code given the natural language input, for instance: * sort 'myList' in descending order * `sorted(myList, reverse=True)` Current python datasets ([Django](https://github.com/odashi/ase15-django-dataset) and [CoNaLa](https://conala-corpus.github.io/)) have 2 major drawbacks: Django is very focused, the generalization capability will be very low, and CoNaLa (the manually curated version) contains very few examples for a model to actually learn something (2,379 training and 500 test). Therefore, apart from augmentation techniques (e.g. from libraries / python documentation), I thought about an initial phase, that is, training on an *introductory / tutorial* kind of dataset, with focused examples similar to what a human would follow when learning programming, such as: * call the function max with the arguments 1 and 2 => `max(1, 2)` * generate a list of integers from 10 to 20 => `list(range(10, 21))` * call the function 'getArea' with arguments 'width' and 'height' and assign the result to 'a' => `a = getArea(width, height)` I've looked at different Python tutorials, but couldn't found something that can be easily 'scrapped', and therefore be assembled into a dataset. So, my question is, do you know any resources that may contain this kind of example pairs of **focused** programming tasks? Thank you!",not_spam "The amount of votes tend to decrease as the level of the comment lowers, so top-level comments tend to have the highest score, and replies less so. It'd be awesome if somebody could represent this trend visually, and pretty interesting as well.",not_spam "&#x200B; &#x200B; &#x200B; Hi everyone, I need a dataset for classification and detection of weeds using Convolutional Neural Networks.",not_spam Looking to see if there is a data set of help desk tickets that someone might have attempted to create a machine learning classifer for. Attempting to classify tickets based on description of the problem,not_spam "Hi, does anyone know of an open football dataset that contains some line ups historic and up to the most recent games? The only option I have found is scraping different sites. I wouldn't mind just a dataset with lineups for the games and substitutions maybe. I can combine with others. I'd be super grateful if someone knows of something and is willing to share Thanks!",not_spam "Hi folks, I'm looking for a time-series dataset of Android / iOS market shares with as recent data as possible, preferably within the European Market. Could anyone point me in the right direction? (inb4 LMGTFY. Most results I find are from 2016 or earlier) Thanks :)",not_spam "They are very big, and the PC hard disk can not really store them all. So you need to add extra disk space to store them and process them. So here is my question: > _Where do you handle these data?_ I am thinking, 1) On your PC with lots of hard disks, expensive but local 2) On a remote server. It could be an dedicated server or a VPS. But you have to rent their servers. After visualizing data, are you going to shutdown the server, or keep it there? If you keep it there, they would charge you by month...",not_spam "Specifically Lebanon and Syria. Other than [internet world stats](http://www.internetworldstats.com), if possible",not_spam Is there a database or API out there that records every congressperson's vote on issues with a short description? Bonus points if it's already indexed with public comments on relevant topics. Datesets for other countries would be welcome too,not_spam "I am new to learning the world of programming, web development, etc. etc. etc. I am wondering if someone can help a newby understand the world of datasets a little more realistically. Say I want to get information from 6 different companies. Is it possible to pull data directly from their websites? For example, could I pull data straight from Target's website about all of the children's toys they sell, the size, prices, etc.? This is not a specific question just an example trying to understand what is possible. Sorry if this is a stupid question...",not_spam "Preferably from some scientific or technical background. Thought of the UCI Reuters Newsgroup dataset. But it is too well-known and onlay available in a strange XML format.",not_spam I am looking for some high resolution data sets that have surface temperatures and precipitation for a given date that can be exported into google earth. Anyone have any resources they could share as to how to export those data sets into a visually-friendly overlay in Google Earth?,not_spam "Hello frens I made available on kaggle a dataset from a social science paper that attempts to predict divorce and explore its associated factors: [https://www.kaggle.com/andrewmvd/divorce-prediction](https://www.kaggle.com/andrewmvd/divorce-prediction) All credits are due to the original authors: Yรถntem, M , Adem, K , ฤฐlhan, T , Kฤฑlฤฑรงarslan, S. (2019). DIVORCE PREDICTION USING CORRELATION BASED FEATURE SELECTION AND ARTIFICIAL NEURAL NETWORKS. NevลŸehir Hacฤฑ BektaลŸ Veli University SBE Dergisi, 9 (1), 259-273. I'm not an author of this dataset, but since I help to maintain it I added the self promotion label anyway. Cheers!",not_spam "Hey! Does anyone know where I can find an updated dataset containing user information (recently played songs, liked music, no. of times the song has been played and etc.)? Need it to build a recommender system. Thank you!",not_spam I was looking for images of diagnosis report which are for public use. Found it very difficult building this dataset from scratch.Any pointers would be appreciated.,not_spam "My project can be any specific genre. It may be classical, game music etc. But the most important thing is its mood. [https://ecrettmusic.com/play](https://ecrettmusic.com/play) . In this link there is a very similar application that I am intended to do. As you see there is a mood column in here which say Fantasy, Chill, Dark, Happy etc. My goal is to generate sounds which is related to a game scene. If it is in a dungeon for example it should generate like more dark and gloomy melody. Or if it is in a jungle or a town more Happy and Uplifting kind of melody. So I need a dataset which is categorized by its mood. Genre doesnโ€™t matter but Mood is What Iโ€™m trying to achieve actually. It would be awesome if You help.",not_spam "Hello, I am trying to build a classifier that will detect plagiarism in programming assignment submissions using NLP. I am looking for the dataset, which I can use to train my model. Any help would be greatly appreciated. Thanks.",not_spam "Hi everyone, Just starting out studying statistics and data science and passionate about sports, wanting to combine the two to build some statistical models and predictions. Where are the best free datasets in sport? Any extra tips or general info much appreciated. Thanks for helping a sister out :)",not_spam "I was wondering if anyone has found the data set from the CCSVS. This survey was conducted to find out the sexual assault climates on college campuses. If someone could find the data gathered in this survey it would be very helpful. Thank you. Also here is a governmental report about their findings. http://www.bjs.gov/content/pub/pdf/ccsvsftr.pdf",not_spam "Basically I made a AI that learns things. Thing is though I'm using a text file as a training data. it should follow this format: Q A Q A &#x200B; where Q is for question, A is for answer. there cant be any signs in the beggining. &#x200B; Is there any dataset ready like this?",not_spam "Some time ago I saw, and cannot find, an infographic for Europe that showed what %age of each country was used to house 90% of the population. (Interesting take away was that the UK feels crowed compared to Germany because the UK population is more densely packed into a smaller proportion of the overall space). Am looking for base data to recreate and expand. UPDATE: I am looking for fine grained : Population in each postal code or each unit of area. I then want to sort by population and get the area of land taken by 90% of the population. Most of the density sets assume people are evenly distributed across the land.",not_spam Can anyone give me some pointers on finding non-image datasets on water/ocean/air pollution? I've been looking around for a few weeks and I'm not getting anywhere except one huge air pollution dataset on kaggle. Thanks in advance.,not_spam Hey data enthusiasts!! Where can I find a dataset about cardio vasculare disease with different features like age gender weight HRV ect ??,not_spam "I am a fresh graduate with a degree in Applied Math and Statistics. My degree had a concentration in computer science. I am looking for work in data analytics. I took the core math/stats classes for my degree. Some examples are data mining, time series analysis, linear regression, algorithms I & II, database systems (SQL), software engineering, and so on. I know Python, R, Matlab, SQL, Java. I have no work experience and I'm looking for work in data analytics. I was wondering if there are any online edx courses I could take to fill my knowledge gap for what I will need on the job day to day. Preferably some crash course I could get done in under a month working on it full time. Thanks.",not_spam "I'm looking for a dataset of those who died in a given year along with information about any comorbidities they may have had like diabetes, obesity, etc.",not_spam I want to see how they change over time for the same products,not_spam "Because I feel like I sometimes bug faculty with my many, many questions regarding research design and whatnot, I scoured for a subreddit that focuses on design and peer review (/r/proofreading does exist but I was hoping for something more technical). I was surprised to find that such a subreddit doesn't exist, so I created it myself. Maybe some of you will find it helpful. I hope it is able to get off the ground! Anyway, I give you /r/ResearchDesign",not_spam "Hey all was wondering if a genome data set existed somewhere. i.e. a string of ACTG (*n* length) with a class label of the features produced by that string. The features could be a face image, or a description. Thank you.",not_spam "I am updating this hourly from Worldometer, JHU, and Wikipedia (individual state page), whichever data is most recent (using Python). It has the number of confirmed cases and deaths (COVID-19) for each state, along with the date and time. https://us-covid19-per-capita.net/historical.zip",not_spam "Hello everyone, I am working on a project where we want to understand the impact of natural calamities gobally. Are there any specific repositories which we can reference? I am considering all of volcanic disruptions, earthquakes, typhoon, floods, landslides, etc. and more if available.",not_spam Looking for interesting geospatial datasets for a dataviz challenge. What kind of topics do you find interesting?,not_spam "I am using Harvard GI dictionary to perform sentiment analysis on police related content, however, I need to override some words that dont make sense in the police context. For example, force in 'police force' would be seen as negative but in this context it would not be. tried digging through google scholar and Google search but cant find anything, maybe i'm looking in the wrong place",not_spam "I'm a journalist covering addiction and recovery in Boston, Massachusetts. Meth addiction is a problem here. But scientific experts and politicians alike are struggling to talk about it due to a lack of strong data. All we have is poorly delineated CDC data that does not separate meth out of the psychostimulant catagory. Please take a second to check out my article and, if anyone here has experience with addiction/drug use data, let me know if I'm missing any possible sources of info on meth. [https://substantive.substack.com/p/a-whole-other-high-how-bad-data-is](https://substantive.substack.com/p/a-whole-other-high-how-bad-data-is) \[Self promotion\]",not_spam "Preferably on a small scale (count) on frequent-ish intervals, but everything else is okay too",not_spam "Hi all, I'm currently trying to find agricultural statistics for Taiwan from 1911 until present, basically just the area sown and the production of four main crops (rice, wheat, maize and soybean). Iโ€˜m particularly interested in the period under Japanese (1911-1945) and Chiang Kai-shek rule (1945-1975). I have looked at the statistical yearbook published by Taiwan Statistics Bureau and there is a lot of missing data prior to 2000. Statistical books such as *Economic Statistics of Mainland China*, 1949โ€“1957 by Helen Yin and Yi-chang Yin turns out to contain only national data. Please help! Any relevant info on any crops for any years will be appreciated! (I do have friends in TW so even older datasets that only have physical copies in a random TW library will be really helpful) Thanks!",not_spam Are there any free and open databases that can give me 3 to 6 months' historical data about departures and arrivals from airports?,not_spam "Hi everyone. Glad to meet you all. I'm new to the datasets subreddit, but some of us from /r/algotrading are putting together a community data project. As you all know here in /r/datasets one of the biggest issues for trading/backtesting is getting access to good quality financial data, which can be prohibitively expensive and the free APIs that are out there all have ridiculously low query limits. So our community data project is designed to solve that... we are trying to compile as much public data as possible (equities, options, forex, crypto, futures) and build an open source API to query it. We want to democratize access to financial data so everyone who needs access can have it. If there are any other like-minded traders/coders who want to help us work on this project, let us know. We'd be really glad to have your help in this. We already have some great data and we are getting more every day. What we really need is programming help so that we can process and clean it all and store it in an orderly way.",not_spam "Hi folks, I was hope to try a few machine learning techniques for recognising offensive texts. I guess I'd define offensive in the corporate kind of ""not safe for work"" way, or say something that would make it on the Apple app store. Obviously it's easy getting loads of sets of texts, Twitter and what have you, it's just that these aren't separated in to what would be considered offensive and not. Reddit seems a good source, I was thinking maybe a few of the jokes forums. And then split the two datasets in to /r/cleanjokes and /r/meanjokes. I tried youtube safety filter on and off but there's been changes to the API and this doesn't work. Also, as this is an ML experiment obviously the more data the better. Millions of samples would be great. The second problem is I'd like eventually like to try this on multiple languages. Again, multilingual on Twitter is super easy, it's just the labelling that's the problem. Although I'm going to concentrate on English just to start. Any thoughts on any of the above would be great. Cheers.",not_spam "All in the title, where would be a good resource to find this kind information? I think I'd start small with my own state before moving to the other fifty. Additionally, it would be cool to do this depending on dinner, brunch, and lunch.",not_spam "Hi all, I am looking for a dataset containing phone calls recordings, preferably in English. Does anyone know of something public? Thanks!!!",not_spam "Hi, everyone. I am curious whether there is a dataset which contains data such as average tv rating or average attendance, position in UEFA ranking and etc.? Thanks in advance.",not_spam "Does anyone have any recommendations as to how to obtain data (demographic / spending habits) on people relative to where they work? Most of the data that's out there is tied to the customer's house, not place of employment... Any suggestions? ",not_spam "I need a list of the best news APIs in the market, so that I can create news datasets with them.",not_spam "Hi there, I am a BI developer intern, I just finished database fundamentals course and my supervisor engineer asked me and my team to find a database where I can perform what I learned including: - Entity Relationship Diagram - Mapping from ERD to Schema - Normalization - Import it in SQL Server Management Studio and do some basic DML and DQL - Use it in the Graduation Project at the end of the Course. Weโ€™ve been browsing datasets on kaggle but most are a table or hardly two where we canโ€™t find relations or even normalize properly. Kindly suggest me databases or share your opinions. Thanks in advance.",not_spam "I am training a chatbot that schedules meetings and automatically suggests the date, time, location, and subject from the chat history. I need to train my bot to identify meeting subjects for which I require data for sample meeting subjects.",not_spam "Hi everyone, I'm trying to build an emotion detector from the text. &#x200B; **Background** I have an image dataset ([Behance dataset](https://bam-dataset.org/)) which classify the images to four emotions. 1. Happy 2. Peaceful 3. Gloomy 4. Scary &#x200B; **Goal** I want to find out the emotion of my text from the classifier, then select an image with a similar emotion image from my image dataset. &#x200B; **What I've found so far?** I've found multiple text sentiment datasets, but most of the times the emotion categories don't match with my image categories. Also, my text on interest is poetry, I wish I could get some dataset related to it. (Amazon reviews, tweets, etc. might not work well the poetry data I assume). &#x200B; **What is ideal?** If I can find a poetry/short songs lyrics dataset annotated with similar categories of emotions with my image dataset, it would be perfect. &#x200B; **What is ok?** A text dataset which is annotated with similar categories of emotions with my image dataset (eg. Gloomy -> Sad, Scary-> Fear). &#x200B; Have anyone worked on related stuff? Any help is greatly appreciated in advance.",not_spam "Anyone have any ideas on how to clean Header Records/ACH Company IDs from ACH NACHA formatted records (but stored in a db2 format)? If you are familiar with ACH data, you know that the Company Name is likely meaningful to a human, but it is very inconsistent to a machine and cleaning the data. For example, Walmart might be WALMRT #134 in the ACH dataset, but to us, it means WALMART. Anyone at FI's ever looked at this data? How to clean it up? Make it useful? [NACHA Format Outline](https://secureinstantpayments.com/sip/help/interface_specs/external/NACHA_format.pdf)",not_spam "Hi, anyone figure out how to download dataset of previous challenges held by conference, like RecSys 2018, or IJCAI challenge 2016?",not_spam "Hello, I am looking for a data set with two variables with a very high correlation of determination (.65), finding it difficult myself, also need over three hundred different data points (x,y), thank you in advance for any answers.",not_spam "Hello! I'm looking for data\-sets specifically on cybersecurity and data privacy, but I have not found enough to make it work for my data science senior project. Does anyone know of any repositories that caters specifically to those fields of study?",not_spam I have a spreadsheet of the FIPS codes ( [https://www.census.gov/geographies/reference-files/2018/demo/popest/2018-fips.html](https://www.census.gov/geographies/reference-files/2018/demo/popest/2018-fips.html) ) and I have participants zipcodes and I am trying to merge this data. Does anyone have a dataset where this has already been done?,not_spam "Tried searching everywhere but unable to get some kind of location-based dataset for fuel (petrol, electric, CNG)",not_spam "I'm interested in learning about how countries consume video streaming. What kind of gender they watch, how many hours, what specific titles, etc Any idea how I can get that information? Thank you",not_spam "I am conducting research on the link between the ongoing COVID-19 pandemic and changes in air quality attributable to changed air travel patterns in this period. I have not had much luck finding suitable data. I can find data on quantities of air travel, (e.g. how many flights in a given time period in a certain area), but most information i've found that deals with emissions in a timespan from air travel have been estimates based on the quantity of air travel, and are not in the form of a dataset. My focus is on Australia but would benefit from any data that is relevant to this problem, regardless of location.",not_spam I've tried web scraping dictionaries but it takes too long,not_spam "Hi, I am looking for DAILY gold price per gram dataset in Indian rupee between 2010-2020. Also, if available exogenous events causing fall or rise in gold price. Please help.",not_spam "Have CSV and SQL datasets for variables that can be of use for people analyzing COVID-19 trends. Does not contain COVID-19-specific data, plenty of places to find that. Indexed by country name (per UN member states website). Will continue updating and adding as time goes on. First time doing a project like this so I hope some of you find it useful. Current Variables: * Population * Density (km squared) * Area (km squared) * Migrants (net) * Median Age * Percent Urban * Percent of Worldโ€™s Population * GDP per Capita (PPP) * GNI per Capita (PPP) * Airline Passengers per Day * CountryID * Latitude * Longitude * Last Recorded Average Temperature * Previous Recorded Average Temperature * Date of Temperature Recording [https://salientmind.blog/blog/2020/3/19/covid-19-technical-indicators-dataset](https://salientmind.blog/blog/2020/3/19/covid-19-technical-indicators-dataset)",not_spam I'm working on a machine learning project that will use actors and the very first hit movie they premiered in. So far I have not had much luck on Kaggle looking at the [Movies Dataset](https://www.kaggle.com/rounakbanik/the-movies-dataset#movies_metadata.csv) or [TMDB 5000 movies](https://www.kaggle.com/tmdb/tmdb-movie-metadata#tmdb_5000_movies.csv). I even looked at OMDB's API as well but I don't think I'll be able to use that either. Any suggestions?,not_spam I'm looking for vehicle ODB dataset to understand and analyze them. I will be using it for research purposes.,not_spam "&#x200B; [2x2 sample](https://preview.redd.it/d4edui2ptty61.jpg?width=1024&format=pjpg&auto=webp&s=3e90ecb4896f9d71b22ce6ecd8eb46a10c8fc027) A new version of my paired face2comics dataset is up. Can be used to train pix2pix and similar models. This time it's hires, crispy and much more artistic. Dark gray and red style. 10k paired 1024x1024 .jpg images. [10x10 sample](https://preview.redd.it/3nzwgs57sty61.jpg?width=2560&format=pjpg&auto=webp&s=9dca906d2183846edf0e8254ffe5e23ccb6ec1bf) More info on github: [https://github.com/Sxela/face2comics](https://github.com/Sxela/face2comics/tree/v2.0.0) Dataset download: [https://github.com/Sxela/face2comics/tree/v2.0.0](https://github.com/Sxela/face2comics/tree/v2.0.0) Inference sample of a model trained on this dataset: [unet inference sample](https://preview.redd.it/i9mw64osrty61.jpg?width=512&format=pjpg&auto=webp&s=9a7b2968e5b80aa658a1907680376c9cf60c05e0) Demo of a model, trained on this dataset: [comics.sxe.la](https://comics.sxe.la) (Works best on faces. \~40Mb, runs on tfjs completely in your browser) If everything went south, restart your browser and try a lower resolution setting with a more square-ish image. webgl is kinda needy.",not_spam "Interested in the following data for every year as far back as I can get (United States based): * Federal Minimum Wage * Average Income * Average CEO Income * ""Yearly Salary"" of richest person in United States, where yearly salary is how much income they make in a year. I want to adjust for inflation all these numbers and see the comparison. My end goal is to compare it to average cost of living, cost of average house, and cost of college in the United States. The reason for this is I've never seen this data visualized in one place. Its generally agreed that costs are going up, but income isn't rising at the same rate in the United States. But I think I need to take this data and visualize it so that I can see for myself. I might not end up doing anything with this data, but its gnawing at me.",not_spam "I want to try out the kernels for this kaggle competition https://www.kaggle.com/c/two-sigma-financial-news but the training data are not available any longer (this was part of the terms of that competition, so they removed the data after it ended; not sure why, though, maybe so people can't spam the leaderboard anymore?). Can anybody give some pointers where I could find similar datasets? Here are the columns of the two csv files: (Taken from https://www.kaggle.com/artgor/eda-feature-engineering-and-everything) market_train.csv: time assetCode assetName volume close open returnsClosePrevRaw1 returnsOpenPrevRaw1 returnsClosePrevMktres1 returnsOpenPrevMktres1 returnsClosePrevRaw10 returnsOpenPrevRaw10 returnsClosePrevMktres10 returnsOpenPrevMktres10 returnsOpenNextMktres10 universe news_train.csv: time sourceTimestamp firstCreated sourceId headline urgency takeSequence provider subjects audiences bodySize companyCount headlineTag marketCommentary sentenceCount wordCount assetCodes assetName firstMentionSentence relevance sentimentClass sentimentNegative sentimentNeutral sentimentPositive sentimentWordCount noveltyCount12H noveltyCount24H noveltyCount3D noveltyCount5D noveltyCount7D volumeCounts12H volumeCounts24H volumeCounts3D volumeCounts5D volumeCounts7D",not_spam "Hello All, Can anyone help me find Datasets related to cyber attack on banks / Financial institution for research purpose OR Datasets related to APT Advance Persistent Threat on Bank. &#x200B; Would be grateful for help ",not_spam "Planning to do some analytics on system logs. If anyone know of any server log dataset, kindly let us know",not_spam "[Florida FDoC](http://www.dc.state.fl.us/pub/obis_request.html) publishes detailed metadata for offenders inmate releases. Some counties publish warrants or recent bookings. Are there similar public data sources with >100K rows, person's name, and race?",not_spam "I am interested in comparing social media datasets across countries/language, and was wondering if anyone had ideas about getting a dataset for Baidu Tieba similar to [pushshift's](https://pushshift.io/) reddit dataset? Preferably with the ability to filter based on forums and descriptions of forums. &#x200B; Thank you!",not_spam "Hello , I am a master's student currently working on a capstone project. I wanted to ask where I can get respondents with mental illness for my survey. For context I am working on building a model for mental illness prediction based on family history and trauma. I would appreciate any help.",not_spam "**All UFC Fighters:** https://docs.google.com/spreadsheets/d/1z3QX0uWXv-XHX2Nfuj6zZHrfEeXI3A9CKWkrGaBzB8s/edit?usp=sharing **All UFC Fights** https://docs.google.com/spreadsheets/d/1sQOtIwkEiTe4kwwRHw5bwi72ZJHXlAVcCNMImr-Ml6U/edit?usp=sharing **Quick Notes:** The data has been scraped from sherdog.com. ""All fighters"" means all, not just active. Fighter records are not present. I do not own the data and neither do I claim it to be 100% accurate or complete. **Why?** I used it for data-mining and fight prediction. It's posted here for posterity if anyone ever needs it.",not_spam I really need it ASAP because I am trying to make an App to help people during such difficult times. Thanks in advance,not_spam "Hello /r/datasets! ## What? On Friday, [ActBlue](https://secure.actblue.com/) filed their [2019 Year End Report](https://www.fec.gov/data/committee/C00401224/?tab=filings), and it's an absolute beast - the largest filing ever generated by the [Federal Election Commission](https://www.fec.gov/)! It contains 24,656,453 contributions by individuals totaling **$525,124,217.30**. We publicly open sourced [our analysis](https://github.com/CircaVictor/actblue-analysis-1378435) of the filing along with [state data sources](https://github.com/CircaVictor/actblue-analysis-1378435/tree/master/data/states). This type of data is never seen in a timely manner (or at all) and is a HUGE undertaking to export and analyze, examples: * [https://fivethirtyeight.com/features/how-actblue-is-trying-to-turn-small-donations-into-a-blue-wave/](https://fivethirtyeight.com/features/how-actblue-is-trying-to-turn-small-donations-into-a-blue-wave/) [[data]](https://github.com/fivethirtyeight/actblue-analysis) * [https://www.buzzfeednews.com/article/katherinemiller/elizabeth-warren-actblue-data-bernie-sanders-kamala-harris](https://www.buzzfeednews.com/article/katherinemiller/elizabeth-warren-actblue-data-bernie-sanders-kamala-harris) [[data]](https://github.com/BuzzFeedNews/2019-08-actblue-donations) If you curious about some fresh high level data, here are some numbers that we pulled across the entire cycle for the [Iowa Caucus ](https://drive.google.com/drive/u/1/folders/18AMOMG01cyGgwTWTH0R_ZreRnNMTbCL2). Surprisingly a lot of individuals from [tech companies](https://i.imgur.com/nvGEsUy.png) (from Bernie's ""Overall by Employer"" tab) are now contributing. ## Additional Analysis * [Principal Committees by total](https://github.com/CircaVictor/actblue-analysis-1378435/blob/master/analysis/principal-committees-overall.csv) * [Individual contributors by total](https://github.com/CircaVictor/actblue-analysis-1378435/blob/master/analysis/individual-contributors-overall.csv) * [Zipcodes by average >= 250 contributions](https://github.com/CircaVictor/actblue-analysis-1378435/blob/master/analysis/zip_codes-avg.csv) ## Who? My name is Justin and I'm the cto cofounder of a nonpartisan company named [Circa Victor](https://circavictor.com/). Since 2015 we have taken a tech approach to political problems starting with Federal Campaign Finance. To accomplish this goal, we created a clone of the [Federal Election Commission](https://www.fec.gov/) and have tracked EVERY data point that has been generated since January 1st, 2010. ## Why? We feel that it's every citizen's right to be informed. We are not trying to push any political agenda. Our desire is data comprehension and accuracy. We __*strongly*__ believe that accurate, up-to-minute data will lead to better, responsible, and actionable reporting which in turn will help nurture an informed populace. *Anecdotally*: I have a friend who worked at a payment processor (rhymes with pipe) and internally they felt Trump had a bigger chance of winning than the media lead on due to the sheer number of payments they were processing for him vs Hillary. I'm NOT saying that Campaign Finance is the missing piece to figuring out who is going to win an election. However, campaign finance data is a LOT more concrete than polling data as polling data is relative. It's the missing vertical that most people are knowingly overlooking because they are not looking at it in an accurately and timely manner. Unfortunately we feel that we are the only group actively working toward this. We have reached out to Committees, Non-Profits, Researchers, Campaign Finance leaders all with little to no traction. We are a small team of 4 guys (I'm the only software engineer; self-taught, didn't go to college) and we humbly admit that this problem is too big for us to solve alone. We need help and want to raise awareness. The best way we know how to do that is to press data into the public's hands. --- To be more transparent, this data work does not make enough money to pay the bills. None of us have taken a paycheck since the Winter of 2017, but we have continued to work on this because we feel this is imporant. To pay the bills, I work from Seattle as a remote software engineer for [PBS Kids](https://twitter.com/twaffl3s/status/1207163692787257344) - a job which I love and am very proud of. Happy to answer any questions as time permits. Feel free to dm me if you want a response or if you're looking for more in depth data and analysis. Thank you. --- **tldr;** we built a clone of the Federal Election Commission. As a public service we are open sourcing our analysis w/ data of the largest filing (ActBlue 1378435.fec) ever generated containing 24,656,453 contributions totaling $525,124,217.30.",not_spam "Hey everyone, I've been scraping r/wallstreetbets since March and I've made the data public on Beneath, a data sharing service I'm building. Here's the data: * Posts: [https://beneath.dev/examples/reddit/stream:r-wallstreetbets-posts](https://beneath.dev/examples/reddit/stream:r-wallstreetbets-posts) * Comments: [https://beneath.dev/examples/reddit/stream:r-wallstreetbets-comments](https://beneath.dev/examples/reddit/stream:r-wallstreetbets-comments) I know it's not the first time someone has scraped Reddit, but Beneath adds some useful features for shared data, like the ability to run SQL queries, sync changes in real-time, a Python integration, and monitoring. The monitoring is really useful as it lets you check out the write activity of the scraper (no surprise, WSB is most active when markets are open): [https://beneath.dev/examples/reddit/stream:r-wallstreetbets-comments/-/monitoring](https://beneath.dev/examples/reddit/stream:r-wallstreetbets-comments/-/monitoring) The scraper (which uses Async PRAW) is open source here: [https://github.com/beneath-hq/beneath/tree/master/examples/reddit](https://github.com/beneath-hq/beneath/tree/master/examples/reddit) I'd love to know if you find this useful! Any other subreddits that you'd like me to make available?",not_spam "I'd like number of crimes and crime type for each county in the US for the past several years at least. And then ideally, each crime would have metadata. To what extent does this dataset already exist and where can I find it?",not_spam "Not sure what Im looking for, but Id like any dataset related to US presidential primaries",not_spam "Any Chance anyone knows, where I can get a dataset of Images of Lyme Disease?",not_spam "Hopefully I'm not breaking any rules of this subreddit with requests but, can anyone point me to a source on Oil Rigs where I can get some datasets about equipments and operating times for Oil Rigs? specifically I'm looking for a data set that has the rig name, rig operator, equipment on the rig, up-time, down-time and any maintenance/repair information about the rig. ",not_spam "The data science job is one of the most popular and prevailing jobs today. Know how to become career-ready here as a beginner in the data science profession here. [7 Ways to Gain Real-world Experience in Data Science to be Career-Ready | by Rashmi Gaikwad | Sep, 2021 | Medium](https://medium.com/@rshmi_gkwd/7-ways-to-gain-real-world-experience-in-data-science-to-be-career-ready-677544b9bd1)",not_spam "Hi, I am looking for access to healthcare claims data to run analysis by zip codes for a project. I am unable to find a way to access the data. Need help to figure out how to get access to claims data.",not_spam "Our startup is looking to get some data for a SaaS product. Some of data we are interested in are: (i) Number of login (ii) Billing date (iii) Payment date (iv) Churn (maybe?) (v) Signup (vi) Number of visits, signed-up users and paying users Is there anyone who is interested to partner with us to share some data? We will keep it anonymous and send you back a report at a small fee.",not_spam "Looking for an overhead imagery dataset like NAIP, but with metadata including geolocation and date/time information for when the photos were taken. Can't find anything with accurate date/time. Anyone know of a dataset like this?",not_spam "San.Andreas.2015.CAM.HQ-Mic.650MB.MkvCage.mkv Thanks.",not_spam I'm looking for daily-frequency data on the number of reported flu-like symptoms/fevers and the number of COVID-19 tests conducted. It's hard to appreciate how bad the outbreak is moving without accounting for how many potential cases their could be and the change in the number of tests conducted.,not_spam "Is there a site that list property taxes for all counties in the US, including a few years of historical data?",not_spam "Ideally a dataset but could do with a reliable source / website I could scrape. Ideally the data would include movie titles with show dates/times for 5 years back or more, even better if also by specific cinemas/locations. Many thanks.",not_spam "Can be focused on an industry (would prefer finance). Something that includes a job title along with the skills and qualifications. Would prefer just keywords.",not_spam I am building a computer vision model to classify whether an actual person is sitting in front of camera or it is an image of that person. A used case for authentication.,not_spam "Hello , I am looking for dataset for vibiration readings of servo motors detailed its health (failure or not ) to use in a predictive maintenance model and I would appreciate any help regarding this matter, thank you in advance .",not_spam "I found data for the entire country, but not by state. Is there more granular, state-level data?",not_spam "It seems that the data for the last ping sent by the plane is hard to not find, but it sent multiple pings (7 I think), and I'm trying to find the data for the other 6. Anyone know where I could find it?",not_spam "so, i'm trying to build a dataset on the Foreign Direct Investment losses by country as a result of the Arab Spring and more generally any political violence & conflict. I've looked at collecting data from Political Risk Insurance institutions (private, national & multilateral) but at best they provide a total for the year but not broken down by country. Does anyone have any suggestions for how to go about collecting this data?",not_spam I was wondering where I could find a data-set that provides all the players that are playing in the premier league. I need this for a class project for a data analysis class. ,not_spam "Looking to do some basic sentiment analysis and was wondering if anyone knew of any publicly available dictionaries for mapping ""positive"" or ""negative"" words or something similar. Thanks in advance!",not_spam "I'm interested in seeing the amount of money or the number of bets that are placed in different sports, and to contrast this with the viewership. I've been looking around a bit, but I cannot find any data on this. Can someone help me out?",not_spam "Hello friends, I'm trying to do seatbelt recognition in drivers (using or not using), I tried to do some filming but my go pro setup didn't work well in the end. I know the task is very specific but I think a more general dataset of cars/road/traffic could help me, the only restriction is the image need to be FRONTAL and the height can be high or low, doesn't matter, if i can see the driver inside... like this one below (frame from my video, low quality sadly). [EXAMPLE](https://imgur.com/a/dPtWU9h) I tried looking into CVonline compendium and Yet Another Computer Vision Index, but didn't find something that may seem useful, trying to post here before scrapping youtube for videos of toll, ticket booth from parking.",not_spam "Need a simple, 1D set of data for rainfall in the London, England. Ideally, it will be hourly rainfall data - but *daily* data is okay too. Also, need at least 1 years worth of historical data.",not_spam "I am looking for a dataset with spider images. Just any image of a spider is fine and it does not have to be labeled more that spider. I cannot find such a dataset anywhere so I thought I would try here.",not_spam "Hi, there are a number of websites that let you calculate the cost of carbon offsetting for example a flight from London to Singapore in Business Class generates X tonnes of CO2 per person and costs $Y to offset. Obviously there's some kind of model behind all of this but I was wondering if anyone had a dataset of common global routes with mileage, Tonnes of CO2/person (economy and business split if possible) and offset cost. I've tried google data search, and a few websites, but they only seem to have ad-hoc calculators. TIA.",not_spam [https://www.apple.com/covid19/mobility](https://www.apple.com/covid19/mobility),not_spam "Hi, what I'm looking for is pretty simple but I've been unable to get to it. I want to do a bit of a cohort analysis on covid cases. I want to know what percentage of daily covid cases are occurring among the: * unvaccinated * post dose 1 * post dose 2 * post dose 3 * etc.. Ideally for the UK. Thanks",not_spam "Looks like Wikileaks has a way to search the emails at https://wikileaks.org/dnc-emails/, but it would be interesting to do some data mining on the raw dump. Does that exist in a downloadable form somewhere?",not_spam "Here are the data-sets I'm talking about. 1. [http://rpg.ifi.uzh.ch/uzh-fpv.html](http://rpg.ifi.uzh.ch/uzh-fpv.html) 2. [http://blackbird-dataset.mit.edu/BlackbirdDatasetData/](http://blackbird-dataset.mit.edu/BlackbirdDatasetData/) I can't use my laptop cause it's not powerful enough. So I want to use colab. I was wondering if I can use kaggle as well for working on my project?",not_spam "My googling of .RAW files brings up nothing of relevance. http://agecon.ucdavis.edu/people/faculty/richard-green/docs/are240a-data.html The .RAW files are here if that helps",not_spam Is there a dataser of the daylight savings time for all the timezones that observe it for 2021 to 2026?,not_spam "Data contain >1 million of records including personal information and information about the military service. More than half also have photos direct URL. url - [https://github.com/VladimirGl/eastern-front-dataset](https://github.com/VladimirGl/eastern-front-dataset)",not_spam Any other rappers would be great too!,not_spam "I want to make an Android app or a Web-App to help me learn new vocab. I'm preparing for the GRE exam. I tried to search for online dictionary databases but most are paid. Do you guys know any free datasets of dictionaries? It would be really nice if the dataset also contained an audio for the pronounciation of each word. Thanks!",not_spam Anyone have any mortgage data (ideally from the US) that catalogues the volume of mortgages opened in a unit time (preferably on the day-level)?,not_spam "I would like to download air quality historical data from this website: https://www.epa.gov/outdoor-air-quality-data/download-daily-data But it keep showing: This request completed with errors. Have anyone meet the same problem? ",not_spam "Hello r/datasets, I am asking for help finding historical data on educational attainment by state, specifically OHIO. Any year would be useful but as far back as 1990 would be helpful. I am doing a research paper on the affect of Education on Economic Growth in the state of Ohio for my Capstone course (graduation course). Any information related to Educational impact on Economic Growth would also be helpful.",not_spam Hey all - I wanted to look at the influence of academic performance against performance in the NFL across positions. I'm having trouble finding a dataset that would include academic background for current players aside scraping manually. Any thoughts?,not_spam Looking for data from current Winter Olympic Games in Russia. Anyone?,not_spam "Hi, I am working on a project through which I want to see if it is possible to flag school students for depression so that they can get additional help from the admin. For this, I am searching for the right openly available dataset. Edit: Thanks a lot everyone for the feedback and raising the concerns. I will try my best to address them in the work. Removed the word ""pet"".",not_spam "https://webscope.sandbox.yahoo.com/#datasets is only for .edu emails, which afaik, is mostly (100%?) US. Many academics have .ac.whatever, etc. Can someone help m get one of the datasets there? PM me! ",not_spam We have huge dumps of english text easily accessible for NLP. Where do you go to get large dumps of non-english text?,not_spam "Is there a dataset about lead poisoning cases by country and year? (I found [poisoning on gapminder](https://www.gapminder.org/tools/bubbles#_state_time_value=2004&start=2002&end=2004;&entities_select@_geo=deu&trailStartTime=2002&labelOffset@:-0.088&:0.519;;&_geo=usa&trailStartTime=2002&labelOffset@:-0.052&:-0.143;;;;&marker_axis%2F_x_which=poisonings%2F_deaths%2F_per%2F_100000%2F_people&domainMin:0&domainMax:59.83&zoomedMin:0.1&zoomedMax:59.83&scaleType=linear), but nothing specific about lead poisoning.)",not_spam "Hi all, I am looking for global data on fast-food consumption/nutrition in countries across years from around 1990. Could be anything useable as an indicator on a national level or regional level e.g. restaurants per capita, revenue in a country, proportion of meals taken at fast food restaurants, etc. I want to link it with demographic datasets in the last thirty years. Does anyone have any ideas?",not_spam "I am doing research into the features of big data in the context of recommender systems. Specifically I am investigating the concepts that go into features in order to have knowledge about users and then generate new knowledge about users and their preferences, i.e. to recommend products/services.",not_spam "Hi - I am looking for Home Owner and Renter dataset/s by age, location, income (and debt). I found the following renters database but only for major cities [https://factfinder.census.gov/faces/nav/jsf/pages/guided\_search.xhtml](https://factfinder.census.gov/faces/nav/jsf/pages/guided_search.xhtml)",not_spam "I can find examples here and there. But I will need a large set of Ad Hominem where the individual, not the argument, is attacked. This is for a ML project to detect argumentative fallacies. ",not_spam "I'm in the middle of creating an infographic about migrating to Spain, and could really do with a run down of the daily weather reports for both Spain and the UK in 2013. If anyone knows where I can get information such as the weather condition each day (eg, sunny, cloudy, rainy, snowy) and temperatures that would be amazing. Apologies if I'm not posting in the right sub, please direct me to the correct place if this is the case.",not_spam "Hello In some papers, it referred to a dataset of Beijing. For example: >""The traffic network is located between the Second Ring Road and Third Ring Road in Beijing."" >"" 2-min travel speed data collected from three remote traffic microwave sensors located on a southbound segment of a fourth ring road in Beijing City."" >"" a dataset consisting of probe vehicle data collected in the urban network of Beijing, China, during one week from June 1st (Monday) to 7th (Sunday), 2015"" >""north-east transportation network of Beijing"" I searched the internet for finding the dataset of vehicles in Beijing and just I found these links: http://jtw.beijing.gov.cn/ http://cgs.bjjtgl.gov.cn/chgs/Main.jsp But Chinese is not my native language and I can not explore these sites for searching such data! Can anyone that fluent in Chinese, explore these sites and check that can I request traffic speed data of previous months? Can I email them and request dataset? Also, there is a contact link and some emails in this link: http://www.bjjtgl.gov.cn/jgj/96629/index.html Thank you",not_spam "Hello everyone! I have been cycling for about a year now, and am currently looking at upgrading to a true road cycling bike. Although, I have noticed that there seems to be a large variety to choose from and a large price variance between bikes that seem to have similar mechanics. I am still doing research, but it seems like there are a few main things to look at when comparing models: type of frame, what groupset they have, gearing, wheels, and crank set. So, I am wondering if anyone has any leads on a data sets that includes different models of road bikes ( maby like 2018 or 2019 to 2020 models?), their price point, and different mechanics they have - such as what type of gearing, wheels, crankset, etc, so I can do an analysis and compare all of my options at once. Thanks! TLDR: looking for data set that has price, road bike model, and list of main components so I can compare several options at once.",not_spam "You keep hearing about how this one analyzed 20 million clinical trial records and that one analyzed 12 million patient records to come up with some findings. Where are these people getting this data? I've been looking for some for months and only run into very basic high level data that is useless. Are they partnering with pharma companies, or labs? Tuft's University is one example of someone whose holding on to a hug data store and won't share or provide access to it, since they got it from pharma companies and have protection agreements.",not_spam "Hey! I'm working on a waste detection and classification model, If anyone knows where I can find this dataset, it would really help me. Thanks in advance.",not_spam Know of any?,not_spam "Hello guys, I am looking for a regression task dataset that contains 3 or more datatypes.",not_spam "Hi, do you know any datasets that consist of videos representing different items filmed around them? For example, a cup is put on a table and filmed from all possible sides.",not_spam "I am doing a project and I am looking for all of the arrivals and departures (flights) for at least the past three weeks (globally), if anyone knows of a free database or API that is available.",not_spam "Hello, I got into an argument about height discrimination with a friend. He claims height discrimination is grossly exaggerated. The data is skewed by basketball players (and any industry where tall people legitimately have an advantage). &nbsp; I countered: if that is true, then Silicon Valley (the tech sector) should show no income discrepancy. Since there's no advantage being a tall programmer. And if I can find data showing there still is an income discrepancy. Then his theory is disproven. He agreed. &nbsp; Can someone direct me to where I can find this kind of data? Height vs Income in tech sector (or Silicon Valley). My googlefu is not strong enough. ",not_spam "I'm trying to find a table of charities that includes their ratings (e.g., Charity Navigator's Stars), or at least variables that I can operate on to create my own ratings.",not_spam "Specifically I was wondering if there's anything available on weights, heights, musculature, etc. Of athletes playing different sports? ",not_spam "I'm trying to find a datset that has web DOMs for pages that have forms (with or without the `<form>` tag). Ideally it would be great to have some bounding box info of each element, but that is optional The scenario we are looking at is to build a form understanding model to replace a heuristic based approach Thanks!",not_spam Are there any datasets related to using drones for some sort of architectural inspection? Cell phone towers would be ideal but Iโ€™d take a dataset of anything that can be surveyed in a residential area.,not_spam "I'm doing a piece of work to look at the effect of new supermarket openings. I have 2 datasets: - Current supermarkets and their GPS co-ords - New budget supermarkets that are currently being built and their GPS co-ords I have built a function that finds the closest 5 current supermarkets to each new supermarket. Essentially what I am trying to show is which supermarket chains will be most affected by these new budget stores opening nearby. Structured like this (for about 50 new stores): Supermarket|1st Closest|2nd Closest|3rd Closest|4th Closest|5th Closest| ----------------|-------------|-----------------|--------------|---------------|-------------- New Store1 | Walmart (1km)|Target(5km)|Walmart(9km)|Safeway(20km)|Costco(22km) I'm not sure how to present my data or provide a clear answer to my question. Any ideas? Apologies if this is in the wrong sub",not_spam "Looking for daily foot traffic volume or vehicle traffic volume in California public areas or freeways. All I really need is a date field and a traffic volume field Ideal time range: 2019 - 2020",not_spam ^^,not_spam "Hi people! As part of my research, I need a dataset so that I can work on fairness in classifiers for university admissions. Both, aggregated and individualised datasets would be really useful. The dataset should contain some sensitive features that allow to test the fairness part. Thanks a lot for your help before hand!",not_spam "I expect it having bounding boxes. Since I am doing college project on object localization. Common Objects like pen ,laptop, comb etc. Thank you in advance!",not_spam Does anybody know where I could find a dataset for SAT scores with at least four independent variables. I'm doing a multiple regression project and thought this might be a good subject.,not_spam "Hey everyone, I am wondering if anybody might know of a dataset that contains non fatal car accidents incidents for each U.S. states. I know FARs is a good source but all those accidents resulted in a fatality, and I am wanting to do some analysis on non fatal accidents. Any suggestions would be greatly appreciated.",not_spam "I'm looking fir time-series data for traffic congestion at certain nodes or stations to train (LSTM) - RNN Algorithm on it, and try to predict traffic congestion for the next 5 - 10 mins",not_spam "Hey guys, So I'm currently working on a project to simulate industry machinery and create digital twins but I don't have actual machines to generate sensor data for machines like CNC and winding machine. Does anyone know a website or way I can get access to sensor data of such machines and also is there any other way I can collect this data?",not_spam Any data set will do but bonus points to anyone that has a data set pertaining to biology.,not_spam "Looking to compare various mountain ranges and mountain data for a side project. I would like it to focus on mountaineering. but data just on the topography of the mountain ranges will be good too! I am looking for data on Mountain ranges that contain data on Min & Max elevation, Temperature, Humidity, Time of year, successful summits, longitude and latitude, ect.. If you have any idea where I can find this information that will be helpful. Thank you!",not_spam Any platform,not_spam "Iโ€™m looking for an open or mock dataset from containing workplace learning/training, for example from a human resource or Learning & Development initiative. Is anyone familiar with one? Thank you.",not_spam "Hi All, I'm experimenting with building an application that would utilize historical metadata on classical tracks. Specifically, the place and time a particular piece was first performed. Example unit of data: * Composer: Ludwig van Beethoven * Title: Symphony No. 5 * First Performed: * Nation: Austria * City: Vienna * Year: 1808 This information can usually be found by manually reading Wikipedia, but I was hoping there was something more easily programatically accessible out there. Thanks in advance for any leads!",not_spam "If you are interested to know about Malaysia's vehicle market, here it is. Perodua is the largest vehicle market share in Malaysia which I know after collect, clean and visualize data. So, if you want to know more about the vehicles' market in Malaysia, feel free to click the link. Please do comment below if you have any additional point which I might have left out. [https://towardsdatascience.com/a-deeper-look-into-malaysia-vehicles-industry-c114fda97d36?source=friends\_link&sk=fc2f770d602c8bb9441013bf0330a91c&fbclid=IwAR3zkwDjKCwXwSYrBIOBBnMYIO9kWxb66TKo5p4grw14vDIVcsUso7\_LapU](https://towardsdatascience.com/a-deeper-look-into-malaysia-vehicles-industry-c114fda97d36?source=friends_link&sk=fc2f770d602c8bb9441013bf0330a91c&fbclid=IwAR3zkwDjKCwXwSYrBIOBBnMYIO9kWxb66TKo5p4grw14vDIVcsUso7_LapU)",not_spam "does anyone know of a dataset containing USPS or UPS or FedEx packages and their respective destinations, weight and delivery information?",not_spam "Can anyone point me in the right direction for a dataset with NBA games, their outcomes, and the spread set for that game? Hopefully be using for a ML project for an undergraduate class.",not_spam "I am looking for data on H-1B visa petitions (or similar indicator of immigration to US) based on Gender and Country of origin. I found stats for [2018](https://www.uscis.gov/sites/default/files/document/reports/h-1b-petitions-by-gender-country-of-birth-fy2018.pdf) and [2019](https://www.uscis.gov/sites/default/files/document/data/h-1b-petitions-by-gender-country-of-birth-fy2019.pdf) but not from before that. Any similar dataset or source link would also help.",not_spam "Are there any sources of free or paid data that structures things like who represented each side, how much was the judgment / settlement for, how long did it stay with the court? Particularly interested in auto accident cases but happy to filter it from a larger data set",not_spam Im looking for a data set that includes names of people surveyed for anything like alcoholism or drug use to see if there is any correlation between names and these conditions (i.e. are people named ronny more likely to be alcoholic). Thanks in advance!,not_spam "Hi everyone, I'm looking for a dataset the shows publicity traded company information (industry, etc.). I'd like the dataset to include the amount the company spent on lawyers/legal proceedings. Anyone know where something like that would be? Thanks.",not_spam "Like the title says. For an analytics class, I want to look into NFL concussions and/or the relationship to other injuries. Any help is greatly appreciated! Thanks!",not_spam "Hey, I'm looking into the sustainability of toothbrushes and need to do some market research on the current brands selling manual toothbrushes. Any sorts of dataset would help! I looked all over the internet and the only unbias data I could find are from statista which I do not have a premium account for. [https://www.statista.com/statistics/304743/leading-brands-of-toothbrushes-in-the-uk/](https://www.statista.com/statistics/304743/leading-brands-of-toothbrushes-in-the-uk/) Appreciate the time and help",not_spam "Hi all, I am wondering if anyone can help me locate a dataset on TNCs and FDI. I have found UNCTAD reports but do not have time to build a dataset. Any time parameters will work. If anyone has any publications that post their data on a related topic that would be great. Thanks in advance for the assist!",not_spam "Having a portal where people enter in financial information and then gets zapped to a place where the numbers team can evaluate them would be great. But I am also trying to reduce redundancy as well. If a person types in information for project ABC and it already exists... I would like it to pull up the previously entered data for that project, and then they can update whatever values they previously entered for that project, instead of just creating a new entry/dataset for project ABC",not_spam "I'm wanting to make a program to detect the value of playing cards, but I can't find a strong dataset containing images of playing cards. I'm trying to build the dataset myself, but am unsure of what photos to take. I want to make sure it works in lowlight conditions and from different angles, but I don't want to be taking twelve terabytes of photos if I don't have to. What are the most important photos for training this kind of thing?",not_spam "Hi, I'm looking for a dataset of human responses to multiple-choice questions. For example, the scantron data from a standardized test. Any topic would be valuable, but I am particularly interested in general knowledge, math, and science. The dataset would also need to include the text of each question and possible response. Just to be clear, I need to know how each person responded to each question, not just scores. Thanks for your help!!",not_spam "Hi, As the title states, Iโ€™m looking for a dataset that allows me to explore the relationship between home ownership and labour market outcomes for my dissertation. Anything involving home ownership would be great, and if itโ€™s on an individual level then even better! Thanks.",not_spam "Does anyone know where to find this data? I'd prefer to not license the data from places like schooldigger and not having much luck apart from state-specific websitesโ€”I need it standardized for all schools nation-wide. I've looked at [https://nces.ed.gov/](https://nces.ed.gov/) and they have great demographic and geographic data, but I'm not seeing the assessment data (I could be missing something there though). Thanks!",not_spam "Hello friends, I havenโ€™t frequented this subreddit much, and I didnโ€™t see anything in the rules against this kind of post, but if there is a better subreddit to ask or if this isnโ€™t appropriate just let me know. I have a data analysis assignment for school, and I wanted to use data from a specific website(Iโ€™ll keep everything generic/anonymous). The ToS claims copyright on the data, and prohibits web scraping, but the data is entirely accessible by the public. A brief review of some legal resources seems to indicate that this is *okay*, but I really donโ€™t want to take any chances. I have already incurred a nice little 429 warning as well. How can I go about this without attracting unwanted attention/legal repercussions?",not_spam "Not sure if this is the right subreddit, if not can someone please let me know where would be better? So for Football (Soccer) it's 3 points for a win, 1 for a draw, 0 for a loss. But if you can only Win or Lose what is the best way? 3 for a win, 1 for a loss. 3 for a win, 0 for a loss. 3 for a win, -1 for a loss. 2 for a win, 1 for a loss. 2 for a win, 0 for a loss. 2 for a win, -1 for a loss. 1 for a win, 0 for a loss. 1 for a win, -1 for a loss. Any help is appreciated :)",not_spam "About four years ago, I recall finding a US government web site that had comprehensive measurements for thousands of children and adults. I don't remember for sure, but I believe that the data was collected in the 1970s for the purposes of designing helmets, seatbelts, and other safety related items. Does anyone know which data set I'm referring to or a more modern source of similar data? Thanks. ",not_spam I remember seeing sometime this summer that black viewership in NASCAR rose by 20% or something. I was wondering about the overall viewership broken by down race and class. Just thought itd be interesting to see is all. Thanks in advance.,not_spam "So it's pretty easy to find sales volume by metro, but without having access to each state's MLS, does anyone know of a data source to find real estate listings data.",not_spam "Hi to you all! I'm looking for a dataset containing the number of births for each day, for a specific city (New-York, Washington, whatever). The objective is to know if there is a link between the date of conception and the weather in the city. Thanks!",not_spam "http://www.opendatasoft.com/2014/10/06/weekly-open-data-gender-equality-in-europe/ Found this interesting dataset on r/Europe. ",not_spam "I wrote a 'speedometer' type gauge, and I'd like to hook it up to something interesting, but absolutely nothing is coming to mind. Anyone have anything interesting? Cheers ",not_spam "Hi Everyone, I had a look online but I did not find anything about it. Does anyone know about a dataset related to [semantic differential](https://en.wikipedia.org/wiki/Semantic_differential) scale application (sometimes also known as polarity scale)? If around marketing would be great, but any practical case is good (from research papers, business cases, handbooks, etc.) I already made one myself to test, but I would like to test my script on a non-fake one. Thanks everyone!",not_spam Would be cool if anyone knew of any,not_spam "Is there anywhere where I can find a *free* copy of Wikipedia's XML data dumps? I've got a web app which, as of now, crawls Wikipedia to get data about page links. I know that data retrieval is forbidden under Wikimedia's [bot policy](https://meta.wikimedia.org/wiki/Bot_policy#Unacceptable_usage), and also that they regularly release data dumps. They ask you to host your own copy if you need to dynamically load pages from another website. My entire website is running on a 20GB DigitalOcean droplet, which isn't nearly enough space for a Wikipedia data dump, so I'd like to find somewhere where one of these data dumps is *publicly hosted*. Does this exist? I'm not concerned about images, etc., just about the text of pages (including links!).",not_spam I'm looking for data on historical earnings reports of Forturne 500 companies. Specifically the dates they were released (ideally whether the company beat or missed expectations too but I'd settle for just the dates). Anyone know where I might find this? ,not_spam "Hello everyone, I'm working on a project at my university about road accidents, we want to analyse the data we have and make predictions on how likely accidents are per driver, car, state... We thought it would be a good idea to also include analysis based on weather conditions on specific days, is there any source I can lookup for this? As local authorities aren't providing something like that. Do major websites like weather.com keep some sort of record we can use? We're working on the years 2017-2019.",not_spam " Hi everyone! Launch Factory, a startup studio in San Diego, is looking for founders to lead four companies itโ€™s starting in 2021. Founders receive two-thirds of the equity and have full control of their new company.ย  Launch Factory provides $300k seed capital, advisors, incubation, and a whole lot more. The 2021 companies span legaltech, data privacy, voice-first entertainment, and esports. If youโ€™ve ever wanted to be the founder of a startup company, you wonโ€™t find a better way to do it than this!ย  You can learn more here:ย  [https://www.launchfactory.com/recruitment/become-a-founder/?utm\_medium=online+community&utm\_source=reddit](https://www.launchfactory.com/recruitment/become-a-founder/?utm_medium=online+community&utm_source=reddit)",not_spam "I would love to see empirical evidence linking the monetary impact of a crime and the cost of the investigation and prosecution. one end of the spectrum could be a mass murderer or war lord, the other could be a person who shoplifts - we surely don't devote the same resources for the former and latter. data would be interesting",not_spam "Hi everyone, I'm searching for a dataset containing the mean monthly maxima and minima for US weather stations in recent decades. By this I mean the highest and lowest temperatures recorded during a given month (e.g. January), then averaged across all Januarys in the timeframe. I recently spent a couple days doing analysis on [https://cdiac.ess-dive.lbl.gov/ftp/ushcn\_v2.5\_monthly/](https://cdiac.ess-dive.lbl.gov/ftp/ushcn_v2.5_monthly/), only to realize they were reporting the average monthly highs/lows. I've also tried to look through the NOAA search database ([https://www.ncdc.noaa.gov/cdo-web/search](https://www.ncdc.noaa.gov/cdo-web/search)) --- it does seem like they have what I'm looking for, but the low cap on station-years and the need to select stations manually to bypass it makes it very difficult to compile a comprehensive dataset. Interested in recent decades, say the last 10-30-ish years, but can be flexible with specific timeframes. Could also compute the means myself as long as the dataset provides the raw monthly maxima and minima for every month in a certain period of years.",not_spam I'm looking for a dataset which I can use to find the top 10 market cap companies for the last 40 years. ,not_spam "Is there some data set on book purchases in the US based on location? I have in mind, for example, a heat map that would show the purchases on Amazon or from a publisher of particular books per 100,000 people by county.",not_spam "What the title says =) Thanks.",not_spam Hi. Any advice on how or if possible to get data of historical membership count of a subreddit?,not_spam "I need to do an evaluation on travelers (when they come, how long they stay, etc) for a region. Anyone have any idea on how to compile that data? I was thinking cell data, but I'm not sire if that's available. ",not_spam "So we are tasked to create KPI related to customer engagement/retention and other things related of certain companies. Where can I find data(base) of companies like Nike, adidas answering these KPIs?",not_spam "I need a dataset of photos of damaged cars with annotations (damage or not/ type of damage). Data I found [here](https://peltarion.com/knowledge-center/documentation/tutorials/car-damage-assessment) cannot unfortunately be downloaded, and [COCO dataset](https://www.kaggle.com/lplenka/coco-car-damage-detection-dataset) has annotations for damage detection, not segmentation. Do you know how I can find what I need, or what I should do? Thank you.",not_spam "I want to analyse drivers behaviour, specially, to cluster drivers according to their ""driving style"". Data I expect is acceleration, breaking, temperatures, fuel consumption, speed, torque, inclination etc. I tried [geotab](https://data.geotab.com/our-data) data, but I can't sign up to have access to their google big query. There is the [kaggle data](https://www.kaggle.com/yunlevin/levin-vehicle-telematics), but it is not diverse enought. &#x200B; Can anyone help?",not_spam Does anyone have a inpatient labs dataset? Could be one or multiple patients. looking for daily labs.,not_spam Does anybody know where I can get a dataset or just a page listing all UK MPs' Twitter accounts which I can scrape? Thanks!,not_spam "I am looking for datasets relevant to D&D (or Pathfinder, or another tabletop RPG) for a project. This could be anything, I'm just looking to get ideas for something I could do for a capstone project, and since I love tabletop RPG's I thought it would be cool to have a project based off of that. This could be anything from data on rolls/successes for a D&D session, character stats and progression, etc. Any ideas help!",not_spam "I'm working on trying to ""size"" the US market for residential green/clean energy homes in the US. (ex. How has it grown and where specifically? Where are there local/state government incentives? How many homes have solar panels? etc. etc.) It's a broad question so broad answers can be expected - any insight on even where to start looking would be appreciated, and of course, direct links to datasets would be awesome. Thanks!",not_spam "I need the dataset of those who individually trade in the stock market with order details. Where will i get one?",not_spam "Yet another dataset about Movies, TV Shows and Games. This dataset consists of more than 150K titles and 10K games. Data are scraped from [criticker.com](https://www.criticker.com/) and for each item meta-data fields like title, description, and publish date are provided. **What makes this dataset different:** * **Then is comes to deep learning, size does matter**. My goal is to create a huge dataset with almost every movie/tv show and game item from criticker. * **~~Ratings and Reviews~~**~~.~~ (not yet) [kaggle dataset](https://www.kaggle.com/sp1thas/criticker-dataset) [github repo](https://github.com/sp1thas/criticker-dataset)",not_spam "Hi, I'm doing an undergraduate thesis on airplane lavatory waste and am looking for any datasets that have a country by country break down about where each passenger is coming from (residency doesn't matter). I've looked into Statistics Canada but they only list total number of international passengers. Thank you.",not_spam "I'd like to have the undamaged photo and damaged photo to compare, if possible.",not_spam "A [dataset](https://data.world/usfws/migration-and-habitat-of-white-sharks?utm_source=hootsuite&utm_medium=social&utm_content=170725&utm_campaign=social_media_post) on the ""Migration and habitat of white sharks (Carcharodon carcharias) in the eastern Pacific Ocean"" from the [US Fish and Wildlife Service](https://www.fws.gov/uploadedFiles/whitesharkwengetal.pdf). This file format is a .csv and you can integrate Python, R, Tableau, and Java/JDBC. ",not_spam i'm looking for a dataset for blog comment spam. the latest one i can find is almost 3 years old.,not_spam "Hi data brains I was wondering if anyone out there has generated .docx reports from data stored in excel? I had thought to import the values using a mail merge type function, though the situation is a little more complex. I need to be able to do the following: If (cell 1)=x AND (cell 2)=y THEN (use data from cell 3) Any ideas about how I could do this? I have a feeling it might be a VBA or coding type problem (python?), though keen to hear if others have thoughts about it. Thanks in advance!",not_spam I am looking to work on survivorship model and looking to see if anyone knows where I can find data related to player sessions or playtime. Any luck on either real or synthetic dataset?,not_spam "Hello folks, I need dataset for predicting personality from oneโ€™s handwriting. It is for my university project. Please give some idea where I can get it. Thank you.",not_spam "Hello, I have a question, do you know where I found the Categorical and Clustering data set?",not_spam For instance all the code snippets on stack-overflow that has numpy in it. Is such thing available?,not_spam "I am looking for a dataset of interactions between an in store salesperson and a customer, so everything can sound as natural as possible when buying a product",not_spam "Hi All -- Does anyone know of truly giant graph datasets? The largest I can find online is the Web Data Commons Hyperlink graph at 128B edges: http://webdatacommons.org/hyperlinkgraph/ Anyone know of anything larger? Or even anything of comparable size? ",not_spam "Happy Thursday! We have a growing data science student group that is eager to learn through working on ""real life"" projects. If you have a project - or part of a project - you would like help on, hit me up about it! \*Perhaps you are looking for custom datasets? Model creation? Full project help? Development? Data cleaning? Scripts to do X,Y,Z for your project or idea? You get the idea :)\* **The work we do for you will be done without monetary exchang**e. All we ask is that, if agreed upon between You and the student or students, is that the student(s) can use project for their portfolios. Our group includes a wide range of experiences from beginner to those who want to touch up their skills before delving into the data science industry as a professional. We also have a professional data scientist mentoring us to guide and assist us on our journeys. Our aim is to learn through direct experience while providing You the opportunity to have projects done without financial expense. If you have questions, let me know! If you are a student in DS and interested in participating in the group - let me know! Goodnessgraciousgirl",not_spam "Hi all, New here, so apologies if this has been discussed before. I am looking for a dataset that has information by television show (or by episode) that includes information such as TV show name, genre, network, and info about violent acts, such as type of act, and timestamp during episode it occurred, gender of aggressor, gender of victim, etc. Anyone know where I can find a dataset that has some portion of the elements described? TIA.",not_spam [https://analyticsindiamag.com/handling-imbalanced-datasets-a-guide-with-hands-on-implementation/](https://analyticsindiamag.com/handling-imbalanced-datasets-a-guide-with-hands-on-implementation/),not_spam "ArcGis host a dataset [here](http://www.arcgis.com/home/item.html?id=8abd47c2988d497a8f24ad89180980c8) but doesn't seem to be downloadable / editable. Even estimates would be of great use. Thanks very much for looking!",not_spam "Seems like everything is gleaning data from us in our everyday lives...our phones, our cars, our f$$king coffee makers... I'm assuming that these data-sets, can't all be silo'd on the individual app/product makers servers...leading me to speculate that there are data wholesalers out there. Where can I find and/or buy data gathered from apps, phones, web services and other services?",not_spam "Hi, I'm working on a project that needs individual cause of death linked to the individual's education level and race/ethnicity for 1999 -2013. I've looked into the National Longitudinal Mortality Survey, but I was hoping for other options. There's a paper by Anne Case and Angus Deaton ""Rising morbidity and mortality in midlife among white non-Hispanic Americans in the 21st century"" that mentions the use of individual death records and also has death rate by education level but I can't seem to pinpoint exactly where they found those death records from their sources aside from CDC Wonder, which doesn't have the education level. Thank you in advance!",not_spam "Hello, everyone! Looking for a historical road network dataset for my bachelors'. Required period -- mimid-1980s (1983, to be precise) until today. Would be great to have like GeoJSON of SHP, but it would be also ok if there's a kind of a list, which has the date of construction, so I can make historical roads on my own out of, for instance, OSM Graph",not_spam "Hello everyone. I am looking for spatial data which tracks police use of force. A great example of what I am looking for is the NYPD Stop, Question, and Frisk data, which lays out firearm use, taser deployment, and OC spray with XY coordinates for each calendar year. Unfortunately, recent reports have uncovered that around 30% of the data are missing, making it unusable. Anyone ever come across a similar dataset?",not_spam "I've recently started using scrapy and selenium to build my own datasets, but I've been having trouble finding websites that actually report or contain the raw data. Most websites provide just a generalized statistic of the data, which I would rather not use. One good website that I found was [https://www.worldometers.info/](https://www.worldometers.info/) but I haven't found any others like it. If anyone knows of good websites I'd greatly appreciate it if you shared them.",not_spam "I'm looking for a war deaths or any kind of death data that is associated with year and month. I found the Correlates of War (COW) Project here: http://www.correlatesofwar.org/COW2%20Data/WarData_NEW/WarList_NEW.html This data appears comprehensive but it spreads the number of battle deaths for each country across multiple years and months. So, to get the time based data I need, I will have to parse each line and average across the date range for each value. Anybody know of a related data set? EDIT: I parsed the COW dataset and finally got a 13k record combined output that distributes deaths over the year/month range for each conflict. Thanks everybody for all your input! On to the next step in creating my visualization.",not_spam "Hello, I am doing my end of degree project and I need the information for the weather (main information such as humidity, temperature... for example) in New York. I need the information to be since 2015 and if possible in a single .csv file or in a couple of them (one per year for example).",not_spam Is there a dataset that contains the dates that each state in the United States ordered and/or removed mask mandates for the general public during the pandemic?,not_spam "Hi Group, 2020 Q3 H1B Salary has been updated and summarized [**https://www.easyh1b.com/**](https://www.easyh1b.com/) A few unique features about the website: 1. Timely update when H1B data is released 2. Easy search - by typing any part of the company name to search (no perfect match needed) - For example, you don't need to know the exact name an organization uses when filing h1b, like ""TRUSTEES OF BOSTON UNIVERSITY"" 3. Find potential opportunities/employees you may not know - use โ€œjob functionโ€ to find companies, who may offer opportunities hard to discover by job search โ€“ For example, Google hiredcivil engineering/construction related h1b with title โ€œprogram managerโ€",not_spam "Is there any software that will take an image of a map (for example a print screen of a google maps map with marked points on it) and translate this into map data that can be exported? For example: a print screen of a map with petrol stations in Texas shown in it, into a data file with the petrol station mapped coordinates. Want to make sure this doesn't exist already before I commit to writing my own version in Python, I guess.",not_spam "Hi guys! Because I need to conduct some research task about freights and containers transportation, but I found that most of related datasets are with monthly or yearly frequency. Is there any possible source for this kind topic with daily frequency? Thanks!",not_spam "Introduction Probably every data scientist has come across a situation where you have created many different models, with different parameters or the entire architecture, and started experimenting. Aside from the model architecture, you wanted to experiment with the choice of optimizer, learning rate, number of epochs, and so on. Thus, in fact, you will have many different experiments and it will become more and more difficult to structure the results obtained. In this article, we'll show you how to properly and conveniently manage and log your machine and deep learning experiments. Today there are many utilities that allow you to conveniently manage your experiments, such as: Weights & Biases, MlFlow, Neptune, Comet.ml and others. [MlFlow](https://mlflow.org/) is an open source platform for managing the machine learning lifecycle. This platform is great for single use, but not very suitable for use in large teams, or if you have a large number of experiments. [Neptune](https://neptune.ai/) is a lightweight run management tool that helps you keep track of your machine learning runs. It offers 3 types of subscriptions, 2 of which are paid. If you are going to use this service individually, then you will get free access. [Comet](https://www.comet.ml/site/) is a machine learning platform for tracking, comparing, explaining and optimizing experiments and models. It also provides different subscriptions, but there is a limit on the maximum number of team members equal to 5. We will show you how to effectively log experiments using one of these platforms, namely [***Weights & Biases***](https://wandb.ai/site). Weights & Biases overview W&B is a platform that helps data scientists to track their models, datasets, system information and many other features. With a few lines of code you can start tracking everything of these features. It is a paid utility for team use, but provides free access for personal and academic purposes. You can use W&B with your favourite framework, this platform supports many machine learning and deep learning frameworks, like tensorflow, keras, pytorch, sklearn, fastai and many others. All tracking information will be sent to the dedicated project page on the W&B website, from which you can open high quality visualizations, aggregate information and compare models or parameters. One of the advantages of remotely storing the experimentโ€™s information is that it is easy to collaborate on the same project and share the results with your teammates. W&B provides 4 useful tools: 1. **Dashboard:** Experiment tracking 2. **Artifacts:** Dataset versioning, model versioning 3. **Sweeps:** Hyperparameter optimization 4. **Reports:** Save and share reproducible findings In our tutorial we will consider every one of these tools. Read more: [https://broutonlab.com/blog/data-science-experiments-management-with-weights-and-biases-platform](https://broutonlab.com/blog/data-science-experiments-management-with-weights-and-biases-platform)",not_spam "The data set must contain: 1. at least 2 Categorical variables 2. at least 3 Covariates (one of which should be the dependent variable). 3. at least is composed of 40 individuals. &#x200B; I know this is very vague but I have searched quite a bit and can't find one that suites the above. Thank you :) ",not_spam "Is there a compiled dataset of notable events happening on a specific day or other interesting facts associated with it? I've only seen stuff like this on websites, but you'd have to scrape it to create a dataset.",not_spam "Iโ€™m trying to find a dataset that has race or ethnicity by address or street ? For a cities population. Reason is Iโ€™m trying to get an ethnicity and race breakdown from HOAs in a city compared to non HOAs. Hypothesis is that ethnicity / race is breakdown is different compared to the overall city Population. There are many many HOAs in the city and willing to do it manually if I had the data by address or street. My first guess was census data but I couldnโ€™t find an address or street breakdown on census data it just gave county or city breakdowns not as granular as I wanted. Unless I couldnโ€™t just find it. Anyone have any ideas willing to also purchase if free dataset wasnโ€™t available. Looking for a city in California",not_spam Please Find Indian Sign Board Image datasets containing various signs: [https://www.kaggle.com/dataclusterlabs/indian-signboard-image-dataset](https://www.kaggle.com/dataclusterlabs/indian-signboard-image-dataset),not_spam "I originally created this dataset to train question answer neural nets, but perhaps other people can find interesting usages for it! &#x200B; The data, along with details on how it was created can all be found on [GitHub](https://github.com/FMCumhaill/Reddit-QA-Corpus). EDIT: probably should have mentioned it was created using BigQuery and r/pushshift. Shout out to them as always! &#x200B; Feedback welcome :D &#x200B; &#x200B;",not_spam "I'm looking for datasets which are short answers to a quiz like question in the sciences, which have been hand graded. I'm aware of this dataset: http://web.eecs.umich.edu/~mihalcea/downloads/ShortAnswerGrading_v1.0.tar.gz. referenced in the paper: Text-to-text Semantic Similarity for Automatic Short Answer Grading, but I'm looking for others, hopefully with at least a few hundred answers.",not_spam Maybe anyone knows where to find people faces age dataset?,not_spam "Hi everyone! I attend the University of Amsterdam and am currently working on a project that requires a good amount of survey participants. If you could follow the link below and fill out the survey it would be much appreciated! It only takes about 3 minutes. &#x200B; https://uvacommscience.eu.qualtrics.com/jfe/form/SV\_5iEV0NpQyYpNoqh",not_spam "Hi, I am a Masters student and my project is on Semantic Analysis and Topic Modelling of Game Reviews. I was trying to scrape data from game review websites such as [gamestop.com](https://gamestop.com) with Rvest yet in their ToS data scraping is not allowed unless authorized. I have sent emails to few websites like this and received no reply after a month. &#x200B; I am looking for datasets which will include full game reviews with game names, scores and date of the review. The data can be also from steam. &#x200B; Thanks!",not_spam "This is for my dissertation and so far Ive found many articles that talk about using Data science/technology to combat sustainability but Ive ben asked to to have actual collected data that I can analyse for secondary research. So, If anyone can help, that would be great. I'll also be looking in the meantime, it just feels like Im running out of time which is why Im asking for help on here! Thank you in advance",not_spam If you know of any data sets of classified melanoma images where the skin lesion is clearly visible it would be greatly appreciated if you posted them below.,not_spam "I am looking for sentiment data set with numeric sentiment strength. Most of the data sets I find are with positive, negative and neutral. Sentiment analyzer like Textblob and Vader does it. But I am getting very less accuracies with these, and am planning to train mine own. But finding data sets has become an issue. Any pointers on other sentiment analyzers which work in this fashion also welcome. Stay safe!",not_spam "Do you know if the information about national and hospital stockpiles of PPE is published somewhere? Which nations and/or hospitals doesn't matter too much, as long as they are in a location hit by Covid-19. My question comes from the fact that I have started to see PPE (respirators, face shields, etc) show up here and there during the last 1-2 weeks, and it makes me wonder whether hospitals and nations have refilled their stockpiles, thus allowing leftover production to trickle down to the public. Seeing stockpile data might provide support to this idea.",not_spam "A database of regex problems with matching and non-matching text. Does such a thing exist? I did find [regexlib.com](http://regexlib.com/), but I'm wondering if there is a better one out there.",not_spam "I am working on a senior project optimizing transportation of oil/oil equivalent from oil exporting countries to oil importing countries, as well as some other processes in the supply chain. Does anyone know where you can find data outlining the cost to transport barrels of oil/oil equivalent via pipeline, sea, or over land by country or region? Or even just links to websites with these figures (sorry for not specifically being a dataSET request, but I figured this would be the best place to ask!)",not_spam "As the title already says, I am looking for datasets that have the following two characteristics: (1) They are updated periodically (interval is irrelevant) (2) When the dataset is updated, old data is not retained (or at least no longer accessible to the public) An example of such a dataset is the Majestic Million dataset that is replaced each day with updated data: [info] https://majestic.com/reports/majestic-million [csv] http://downloads.majestic.com/majestic_million.csv",not_spam "Iโ€™m looking for data sets showing rent prices over time for Major cities in the US. My goal is to generate graphs showing rent trends. Ideally it would be an API I can just query and get what I need from on demand, but if its a giant bundle I am happy to parse that out and build my own DB. Where can I find data related to this?",not_spam "Do you all know about Data Asset eXchange? The [Data Asset Exchange](https://developer.ibm.com/exchanges/data/?cm_mmc=LittleMissData-_-Data-_-WW_WW-_-LittleMissDataDAX) (DAX) offers easy navigation of open datasets for AI that are ready to use in enterprise AI applications. For each dataset you have the option of downloading the data, exploring pre-created analysis notebooks (in R and Python), and also duplicating those notebooks in your own (free) [Watson Studio](https://www.littlemissdata.com/blog/watsonstudio) environment. Source: [https://www.littlemissdata.com/fdf/dax](https://www.littlemissdata.com/fdf/dax)",not_spam "I am looking for data (possibly over time) about the diffusion of electric vehicles in Europe. Unfortunately the only datasets I was able to find until now were on paid platforms like Statista, and I had no luck looking on this subreddit, nor elsewhere. Any help would be much appreciated.",not_spam "I'm doing my dissertion and I really need a dataset in order to predict the remaining useful life/ time-to-failure for manufacturing machines. Does anyone know where to find a dataset for a survival analysis on time-to-failure for machines? I just need a dataset with machine ID, the time until failure and ideally some independent variables (2 independent variables are enough, preferably a numerical and a categorical one - for example age of machine and supplier). If someone knows where to find a dataset like this, even if it doesn't meet all the requirements, I'd really appreciate it.",not_spam Only found odds for 2014 and 2010... (ex. https://bleacherreport.com/articles/2082883-world-cup-odds-2014-best-bets-and-tips-on-outright-winners-and-top-goal-scorer),not_spam "I working on an economics paper for undergrad. I trying to find a difference between Religious affiliates and non religious people with they amount they give to charity. If anyone knows any useful data set it would be a huge help.",not_spam I want to see the best to worst healthcare systems in the world but want it based off of a quantitative system. ,not_spam I can only find shape files for individual states. I basically want to show tracts in Tableau for a COVID19 study. Tableau is limited to county level hence why I need a shape file with tracts. TIA!,not_spam "So Baseball Reference doesn't have start times, and I can't seem to find them for past seasons, even (strangely) by googling individual teams to find something to scrape. This website (http://mlb.mlb.com/schedule/downloadable.jsp?c_id=nyy&year=2015) is exactly what I would want, but even changing the year doesn't net me the right .csv file... Any advice or ideas on how to get game start times for even recent seasons (2013-2014) would be much appreciated! Don't even have to be actual start times that account for rain delays and reschedules, but even just a TV schedule from 2013-14 for teams (especially the NY teams) would be ideal! ",not_spam "I'm looking for datasets that I can use to train a classifier to take a guess about whether someone is asking a question or requesting help/support about.. well, really anything. Ideally, I'd like to find a dataset that can be used to train it. Anyone have suggestions where I might be able to turn over a rock and find something like that? ",not_spam Iโ€™m trying to find a dataset that shows both bird size decline and population decline. or just one of those. Any ideas? Please help,not_spam "Hi everyone, I'm looking for a dataset that comprehensively covers US zip codes and corresponding geographical data; this would be for business use, not personal use, and I'd prefer some guarantee as to data quality. To that end I had a friend recommend: http://www.zip-codes.com/zip-code-database.asp The samples they provide look reasonable, and it comes in at 1/5th the cost of: http://greatdata.com/zip-codes-lat-long Additionally, the Zip-Codes.com dataset includes attributes like population and income, which could potentially see some business use as well. I'm hoping someone can weigh in and let me know what their personal recommendation is as to this sort of dataset. Thanks! ",not_spam "Help in procuring any or all of these would be appreciated: * List of post titles in a certain subreddit, in a given time period (if possible, with votes, but not necessary) * Post titles + comments in a certain subreddit, in a given time period (again, voting info optional) * The above two, but across all subreddits, not just restricted to a particular subreddit If this (or a sample thereof) is already available, I'd be grateful for a link pointing me in the right direction. Thanks!",not_spam "I am looking for food Ingredients dataset with keywords. Much appreciated if someone can help! Ex : cucumber : vegetable,green, sour, vegan,vegetarian etc ..",not_spam "I am attempting to do a synthetic control method analysis, and want to construct a panel of US states to act as the donor pool to construct a synthetic California. I want some basic characteristics like GDP, population, poverty, etc... hopefully going back to 1980-2019 but I canโ€™t find clean datasets. Census has good stuff, but for some reason when filtering the tables, it only goes up to the year 2000. Thank you!",not_spam "I'd like to compare Netflix's series and movie offering (monthly or yearly) to see, over time, how their offering has diversified and changed, based on several metrics such as average show rating. I couldn't find anything relevant on Kaggle or here.",not_spam "Hi all, I'm working on my dissertation, and am looking for a dataset of two-person conversations over time. The longer the better, since I'm interested in how conversation changes as people become better friends. Ideally, it would be ""People getting to know one another over IRC/Discord/Text/chat/etc."" Any leads?",not_spam Most datasets i've found are not robust and are incomplete. Any good resources for this? ,not_spam "Hey, I'm a CS student, and I have a homework in which I have to analyse an irregular / unevenly spaced time series. I've only been able to find the Missing Migrants set, but it's not ideal to demonstrate a trend or seasonality. Do you know any irregular time series I could use? Thanks in advance!",not_spam "Produced this as part of my thesis and think it might be quite useful for work on this topic. The original [documents](https://intelligence.house.gov/social-media-content/social-media-advertisements.htm) were released in redacted .PDF format making their analysis rather inaccessible. To remove this barrier to entry and allow for more research on this topic, the relevant text data has been cleaned into a downloadable .xlsx file. There exists some inconsistencies in some entries due to the redacted nature of the files but an attempt has been made to retain as much information as possible. Do improve it if you can! File here: [https://github.com/kyiyeunggoh/kyiyeunggoh.github.io/blob/master/Other%20Projects/Russian%20FB%20Ads/all\_fb\_ads.xlsx](https://github.com/kyiyeunggoh/kyiyeunggoh.github.io/blob/master/Other%20Projects/Russian%20FB%20Ads/all_fb_ads.xlsx) The code used to produce this .xlsx can be obtained here: [FB Ads Script.Rmd](https://github.com/kyiyeunggoh/kyiyeunggoh.github.io/blob/master/Other%20Projects/Russian%20FB%20Ads/FB%20Ads%20Script.Rmd) File data dictionary and some accompanying visuals: [https://kyiyeunggoh.github.io/Other%20Projects/Russian%20FB%20Ads/Data\_Dictionary\_\_FB\_Russian\_Ads\_.html](https://kyiyeunggoh.github.io/Other%20Projects/Russian%20FB%20Ads/Data_Dictionary__FB_Russian_Ads_.html)",not_spam "Are there public domain ebooks in non European languages? Hindi, Urdu, Arabic and Bengali have less than half a dozen books between them on http://www.gutenberg.org/ and https://librivox.org/ Over a billion people speak these languages. There are image pdfs on archive.org but they aren't machine readable or even very human readable. The Various languages of China and Japanese have decent numbers of public domain books. But most non European languages seem to have very little. I could have trouble finding these though. Do you know of similar sorts of sites for other languages? And if not why do you think they dont exist and what can be done about that?",not_spam " Hi There, I have a question regarding My Maps KML files in the area of webshops. When I open a My Maps containing webshops in a certain category, I get the usual list on the left side of my screen. When I click on a store name, it shows Name, Description and Details from Google Maps. When I download the KML and import it into Excel, it leaves out the Details from Google Maps part (which usually contains the most useful info). Is there a way to get this info included in the KML file and imported into excel? &#x200B; Help is very, very much appreciated",not_spam "Hi Reddit, I'm working on a project where I'm looking for data about quarterbacks (or really any other position) by season. The goal is to classify each quarterback as elite or not elite based on some number of factors (completion percentage, yards, touchdowns, team wins, etc). Any help would be much appreciated. Thank you Reddit!",not_spam "I'm looking for the ISSIA-CNR Soccer Dataset that is linked here, but leads to 404 Not Found: [http://ipl.ce.sharif.edu/ball\_datasets.html](http://ipl.ce.sharif.edu/ball_datasets.html) . I have reached out to the contact email on the website, but I haven't yet received a response; I'd be grateful for any information that can help me locate a copy of the dataset. Thank you!",not_spam "It's hard to know what's true or not lately, with people's agendas spurring sensational ideas through dangerous misinformation. I'm a senior computer engineering college student building a web app (small but running successfully) with a focus on statistical cognizance for the public, using engaging style and having no paywall. I'm currently focused on locating good data sourcesโ€”from economics, to science, to politicsโ€”and I'm wondering if y'all in this community would recommend any websites or specific pages in general; for example census.gov's economic census data over the years, which I may present with an emphasis on wealth inequality. Some general good tips for building a data app would be appreciated too! Feel free to check out the beginnings of this if you'd be interested in collaborating: https://github.com/jackalakalaka/data-viz",not_spam "Dear Redditors, As the title says, I am looking for a dataset(s) that look at negative campaigning in Western Europe from 1995 onwards. I have had very little luck finding anything. I have found one dataset by Alessandro Nai, but it only covers 2016 onwards. The dataset doesn't need to be particularly detailed or even focus on negative campaigning - just so long as there is an element that focuses on Party a using negative tactics against Party b (and other parties and vice versa), that's enough. Any help on this would be most appreciated.",not_spam I'm looking to see if there are any year by year (or group by group) data sets showing rates of alcoholism across the population? This would be from the early 1800's (or before) until present.,not_spam "Where can I get data (either form books,databases,dataset) that I can use part of software I develop on my own and release to the public? Ideally I don't want to pay for the data, where are some sources for this? thanks",not_spam "Would love if anyone knew of any really good data sets for Multiple Regression analysis, it's for a class at Uni and I can't seem to find anything solid! TIA!",not_spam "I'm trying to analyze neighborhoods and would like to build custom radii around specific intersections or points to determine the number of qualifying people in a particular area. I'm hoping someone here could help me locate a dataset that would have this sort of information. If you need more specific information about the project, I'll be happy to try to answer them. Thanks in advance.",not_spam I was wondering if anyone knew where I could find the average US public salaries were over time. I tried looking into the Bureau of Labor Statistics (BLS) but could not succeed. Any help would be much appreciated!,not_spam "Checkout this Dolt Repository I made of the NVD [Dolthub](https://www.dolthub.com/blog/2020-04-22-national-vulnerability-database/) You can run SQL queries to search for CVEs and the software they affect!",not_spam "I was given a dataset named student performance in medical collage entrance exam, assam ,india. I need to predict the performance of a student but the most dominating feature is the caste. every model i have tried in the dataset only given 50-60% accuracy. Any advice , insight?",not_spam "hey guys, I want a dataset that contains a big amount of news headlines along with their sentiment ( whether it is a positive or. negative news). If it is labeled by human it is better but I can't seem to find one on the internet. I found one which had like 1000 news and one that had 10,000 news but was labeled using Vadar so it wasn't labeled by humans or at least a more trustable algorithm.",not_spam Where can I find data to make a graph of (y) Number of posts receiving (x) number of upvotes?,not_spam "Hi all, I work for a legal tech startup focused on creating a record of communications and documents and we are looking for a dataset to populate our demo with. Any help would be appreciated. We have looked at the Enron data set and it's a great start but it primarily consists of emails. We are looking for something more varied. Thank you in advance.",not_spam "The Wall Street Journal has an [article](https://www.washingtonpost.com/politics/2020/10/22/if-joe-biden-loses-it-probably-wont-be-because-an-increase-gop-voter-registration/) out about the number of voters registered in the upcoming election. I'm wanting to replicate some of their findings / go a little further. Merely for my own edification. No business or political use planned. Thanks y'all",not_spam "Obviously would love numbers, but I would be enthusiastically grateful for a db of news articles. Elections are on the horizon, and I really want to try and get at some within and between work on the states. &#x200B; If anyone has any interest in collaborating on generating an extensive DB of relevant election info in the next month or so (ideally getting as much cross-sectional data as we can....as far back as we can) - shoot me a msg about what kinda data you are interested in/comfortable with/posses/have a line on - I got some infrastructure we can use for convenience and to try and minimize duplication of work",not_spam "I am looking for a dataset to do with Urban areas (urban conglomerations) of the world (not just cities / towns, their outgrowths too). The features I am looking for are population count and population density but would of course welcome many more.",not_spam "Hello everyone, I need to download the hourly wind speed values from the great [ERA5](https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-pressure-levels?tab=overview) datasets. I tried using their dedicated python API as described in their [documention](https://cds.climate.copernicus.eu/api-how-to), it does work, but the time needed to fulfill requests is insanely slow (about 10h for 1 day worth of data). Sadly, I need the whole available period, over the global extent, and at several Z levels, at this rate it would take years to download :/ I guess the current ECMWF api is so slow because it subsets and formats the data before sending it to the client, but I don't mind doing those step myself. So my question is: does any of you know about a direct access to this database ? maybe an HTTP/FTP server like the one NOAA provides, or a MOTU server like the rest of the copernicus service. I did not find any other way to access their datasets, a user of this subreddit did build [its own API](https://www.reddit.com/r/datasets/comments/i40z2o/looking_for_betatesters_for_historical_weather/) to fetch it, but I would like to get the data directly from the original provider, I would be surprised if ECMWF did not provide this kind of ""public but non-documented raw access"". Thanks",not_spam "Hello! Iโ€™m doing a project which takes symptoms and makes predictions as to what the disease could be. Thank you in advance!",not_spam "Peace, security, and nation building has become an obsession for me and I am wondering how abundant jobs are in this field as a data analyst? How many good NGO's are there and how does one get in?",not_spam "Hi There, Hope everyone's safe out there. I am in search of driver Distraction datasets. I have downloaded the state farm dataset from kaggle are there any other publicly available datasets for driver Distraction especially the cases where the driver is smoking, using mobile yawning and sleeping. Thanks.",not_spam "Hi. I have created my own implementation of the revised simplex method and I am looking for linear programs to test it. An additional 'constraint' (ha) is that the linear programs have to be in standard computational form. Thank you. ",not_spam "I am trying to drop cases where the comment body text is just ""TRUE"", but it doesn't get dropped with my current code. I am able to drop cases that say ""\[deleted\]"" or ""\[removed\]"", but not ""TRUE"". Does anyone know what these ""TRUE"" comment's are? Or why I cannot just drop them? Thanks for any help!! Below is my code! \--------------------------------------- \#declare where the output directory is outdir = ""C:/Users/jms21/TrackPaper-Reddit/BigQuery"" \#declare where the input directory is indir = ""C:\\\\Users\\\\jms21\\\\TrackPaper-Reddit\\\\BigQuery\\\\Comments"" &#x200B; \##JOIN ALL CSV FILES INTO ONE SINGLE CSV FILE &#x200B; \#Create a function to join all the csv files in a folder into one csv file &#x200B; \#Create the function, name the directory where the csv files are, and what the output file is def join\_csv(indir = ""C:\\\\Users\\\\jms21\\\\TrackPaper-Reddit\\\\BigQuery\\\\Comments"", outfile = ""C:\\\\Users\\\\jms21\\\\TrackPaper-Reddit\\\\BigQuery\\\\Single\_File.csv""): \#delete 'Single\_File.csv' if it already exists to avoid making more copies os.chdir(outdir) try: os.remove('Single\_File.csv') except OSError: pass \#make sure 'Single\_File.csv' no longer exists if os.path.isfile(outfile): print (""ERROR: 'Single\_File.csv' still exists."") else: print (""PROCEED: 'Single\_File.csv' does not exist."") \#change to the directory where the csv files are os.chdir(indir) \#put all the csv files into a list of files to put into the joining function fileList = glob.glob('\*.csv') \#define the total list dfList = \[\] \#add all the csv files to the total list for filename in fileList: \# print(filename) df = pd.read\_csv(filename) print(filename, df\['subreddit'\].unique()) dfList.append(df) \#join the csv files into one file, 'axis = 0' means it will join them by vertical columns concatDf = pd.concat(dfList, axis = 0) \#return the created panda/list to a single csv file output (location and name already defined above) concatDf.to\_csv(outfile) \#call the function join\_csv() &#x200B; &#x200B; \#read Single\_File.csv into a dataframe data = pd.read\_csv('Single\_File.csv') &#x200B; \#remove all cases that say \[deleted\], \[removed\], and TRUE in the body data = data.set\_index(""body"") data = data.drop(""\[deleted\]"", axis = 0) data = data.drop(""\[removed\]"", axis = 0) data = data.drop(""TRUE"", axis = 0) data = data.reset\_index() data = data.drop(\['Unnamed: 0'\], axis = 1) &#x200B; &#x200B; &#x200B; \#Clean the dataframe data\['body'\] = data\['body'\].str.lower() data\['body'\] = data\['body'\].str.replace('/',' ') data\['body'\] = data\['body'\].str.replace('\[\^\\w\\s\]','') &#x200B; &#x200B; pd.DataFrame(data).to\_csv(""Data.csv"")",not_spam "Looking for State, county, zip, address shape boundaries in geoJson format. Any ideas?",not_spam "I have released a James Bond tabular data package in Python details are in my GitHub: https://github.com/andrew-block/jamesbond If you just want to access the flat file you can find the dataset in my kaggle store: https://www.kaggle.com/dreb87/jamesbond Would love any feedback otherwise enjoy!",not_spam "Hello! Is there a somewhat recent dataset which can give me titles of Wikipedia articles and their associated category? As an example: (""Jimmy Fallon"", ""People; Entertainer"") Thanks!",not_spam "Hi everyone, Just wondering if anyone has any suggestions on interesting/fun multivariate datasets to analyse? Apart from the usual UCI etc. datasets",not_spam "&#x200B; Link to data on Kaggle: [https://www.kaggle.com/skylord/hospital-capacity-hhs-gov-cdc](https://www.kaggle.com/skylord/hospital-capacity-hhs-gov-cdc) Link on CW Dataverse: (*coming soon*) **What is the data & where does it come from** The following dataset provides facility-level data for hospital utilization aggregated on a weekly basis (Friday to Thursday). These are derived from reports with facility-level granularity across two main sources:(1) HHS TeleTracking, and(2) reporting provided directly to HHS Protect by state/territorial health departments on behalf of their healthcare facilities. ## Which hospitals are covered (and the exceptions) The hospital population includes all hospitals registered with Centers for Medicare & Medicaid Services (CMS) as of June 1, 2020. It includes non-CMS hospitals that have reported since July 15, 2020. It does not include psychiatric, rehabilitation, Indian Health Service (IHS) facilities, U.S. Department of Veterans Affairs (VA) facilities, Defense Health Agency (DHA) facilities, and religious non-medical facilities. ## Collection week Collection week implies from Friday to Thursday, starting from the week of July 31, 2020. ## Acknowledgements Link to the original dataset on [HealthData.gov](https://healthdata.gov/dataset/covid-19-reported-patient-impact-and-hospital-capacity-facility) Community created FAQ set on [github](https://github.com/CareSet/COVID_Hospital_PUF) [Data dictionary](https://healthdata.gov/covid-19-reported-patient-impact-and-hospital-capacity-facility-data-dictionary)",not_spam "Hey! I was working on a project that requires me to predict depression in community dwellers. If anyone has good datasets regarding the same, it would be a big help! &#x200B; Thanks a lot!",not_spam "https://gist.github.com/anonymous/1413e5a78a5046f06bb14325b65c1ad1 Collected this data from here: https://ndb.nal.usda.gov/ndb/api/doc Column Descriptions: X-gm: grams of macronutrient X per 100g of food X-unit: not really sure X-value: grams of macronutrient per amount of food indicated by they weight/measure columns",not_spam " # Looking for a video-based dataset for car theft &#x200B; I'm looking for a video dataset with (ideally) people performing some of the following actions: \- walking \- running \- Punching/smashing \- Looking in a car \- Crouching I want to train the dataset to detect abnormal behavior around the car",not_spam "Hello, I am doing some market research and am having trouble answering this question. Would anyone here happen to be able to answer this question or direct me to a resource where I might be able to find an answer? I don't need hyper accuracy to get into too much detail, love those things, but just trying to get a ballpark idea of the numbers to be expected on average. My apologies if this just isn't the place for this! Thanks for your time!",not_spam "What is your recommended tool for it? I have created several tables in database, however I need a fast front end to allow user filter what area and type of info they need and then it allows them to export those tables.",not_spam "I made my first ever dataset based on web parsing! It has the movie title, rating, and introduction plot. Link: [https://www.kaggle.com/arnavsharmaas/movie-title-rating-summaryplot](https://www.kaggle.com/arnavsharmaas/movie-title-rating-summaryplot) Although it currently has only around 2000 ones, with a lot not having a rotten tomatoes score, you can look at my notebook and change the code around a bit to have more!",not_spam I am trying to train a neural net which takes in image input of your eyes and returns the probability of you having cataract. I need to have a NON-RETINAL dataset of eyes with cataract. Any links or help with the dataset or resources in general would help out a lot.,not_spam "I'm preparing for a PoC to create energy building mangement system for industrial buildings. I'm looking for a time-series dataset of production facility / factory. Ideally, data from the building would be divided into sections / floors, where each section / floor has it's own measurements taken. I searched open-source datasets available online but haven't found anything of that nature. Does anyone know such publicly available dataset?",not_spam "Hello friends! After a bunch of digging around I found a data set in [data.gov](https://data.gov) that would be absolutely perfect \[[Link - Nielsen: Homescan](https://catalog.data.gov/dataset/nielsen-homescan)\]. How ever the problem is that the dataset is nonpublic. Is there a dataset that is similar to this one? Generally what I am looking for is a time series that is updated weekly or biweekly, tracks the groceries total amount of users of an area, and is around the time of a disaster (like hurricane season in Florida or shortly after a earthquake). (bonus points if it contains March or April of this year so it contains the impact of corona virus). &#x200B; Thank you guys and much love for taking a look at this post <3",not_spam "Hi redditors, In Germany there are laws requiring individual gas stations to report prices (even intraday price changes) to a central database. I think there are even smartphone apps built on those data to inform drivers of the cheapest station near them. Does something similar exist in France? If not on the station-level, maybe a bit more aggregate (think city or district level?). It would be nice to have brand-specific time series. Thanks for any suggestions!",not_spam "ISM PMI historical releases Does anyone have ISM data, with more meat and potatoes than the index score? I have been managing to scrape the most recent postings, but Iโ€™m limited on how far back I can scrape since the oldest reports are only available in PDF form that I have been able to find. Ideally I would like to be able to better evaluate the industries individually. I tried posting this is r/algotrading to no avail. Thanks for taking the time to read.",not_spam "I was wondering where to get a game-related chat dataset. It can be a specific game or a game conversation in general. Something like a game chat. Anyone know where I can find it?",not_spam "I miss baseball, but luckily there are lots of full games available to watch on YouTube and other third party sites. I want to watch games not *knowing* the outcome, so when the YouTube thumbnail says โ€œWALKOFF BLAST!โ€ right there, thatโ€™s a spoiler I wish I could avoid. But I also want to watch exciting high-scoring, competitive games, which I quantify by the number of runs and lead changes. โ€œTrout 5-for-5 at Yankee Stadiumโ€ or whatever does not qualify as an exciting game in my book, and neither does โ€œSale with 15 Ksโ€ or something like that. Even a game where a team is down for 8 innings then has a 9th inning comeback is not what Iโ€™m looking for, I just want lots of lead changes throughout. Iโ€™m not sure if my idea is even possible, but basically I would like to somehow create a data set, maybe in the form of a spreadsheet. Hopefully data is available be pulled from Baseball Reference or something, let's say from years 2016-2019. **This spreadsheet would rank games by number of total runs scored and total lead changes.** Record of teams does not matter. Time in the season does not matter. Outcome of the game does not matter, and ideally the spreadsheet would *hide* that information so I donโ€™t know who the winner is before watching. This spreadsheet would provide me with a list of what I would consider the most fun games to watch, so I could just dial one up online and watch it like new! How would I go about setting something like this up? Is it even possible? Is there an even fancier data visualization we could use than just a spreadsheet? Thanks everybody!",not_spam "I need a dataset consisting from outfits that user liked, like the user X liked the triple (top, bottom, shoes). I experimented on Polyvore datasets available on the internet but this datasets seems not to represent real user preferences",not_spam "Should contain the following attributes- incoming, outgoing calls(local and non local), internet usage etc ",not_spam "Hi guys, I'm trying to analyze the way that startup investments have trended over the years. Does Boston recieve more venture funding then DC? How many times larger is the third funding round on average than the second? I think there's a bunch of cool questions we could answer here. My dream dataset would include 1. Company Name 2. Company Industry 3. Size of funding round 4. What number funding round is this 5. Company Location 6. Number of employees I'm mostly interested in this data for the last ten years, but anything really would be interesting. Thanks so much!! I'd really appreciate it if someone could point me in the right direction.",not_spam "My school offers five different certifications and I want to know which one is the best. The 5 are ERP with Oracle, ERP with SAP, Financial controlship, financial planning, and a financial risk management. 1. Out of those 5 which one would you recommend I get for a data analyst and the one you suggest what can I do with it? 2. Would you recommend I get one of those certifications or a minor in marketing or economics?",not_spam "Nouns, Adjectives, and Verbs that have already been spread out into their own files. I am interested in working on a computational linguistics project but my google-fu has failed me. Any help is appreciated. Thanks.",not_spam "Looking for any type of dataset that includes data on blood tests (lipid panels, etc.), fundamentals, and then classification based on some type of information relevant to disease. I've been searching far and wide, does anyone know anything that comes close? Much appreciated.",not_spam "Reddit has been a great place for me to find great data in the past so I made a bot that scraped NFL regular season player/team stats from 2016-2021. This is just my contribution to paying it forward. There are 180 datasheets in both CSV and JSON format. It is hosted on both GitHub and Kaggle for ease of use. I hope many people have fun using all of this data! Links below... [https://github.com/edsonjaramillo/nfl-stats](https://github.com/edsonjaramillo/nfl-stats) [https://www.kaggle.com/edsonjaramillo/nflstats](https://www.kaggle.com/edsonjaramillo/nflstats)",not_spam "Hello datasets community! **I am looking for a dataset of \[major\] global events (either being natural disasters, virus out-breaks, trade conflicts, wars etc) in the past 20 years.** I am wanting to create a timeline / chart to highlight events that have disrupted global supply chains. I can't seem to find a dataset or source to compile this information. Thanks so much",not_spam "Wondering if there is any dataset out there where songs are listed alongside the feeling that they evoke. E.g. songs tagged as ""calming"" or ""happy"" or ""motivating"". I understand that the feeling one gets from music is subjective, but I just want to know if anything is out there!",not_spam "Are there any datasets that go back around 10 years for these fields (match by match) - Possession and pass success/accuracy ",not_spam "Does anyone have any idea on finding a dataset involving something like finding a million users on a website and checking their time online every day for a week or so? I need to find a dataset with a million records that can change over multiple time periods. It's something similar to if you were tracking Facebook relationship status for a person over a couple of days, but you do this for a million users. Time cannot be the independent variable for this dataset.",not_spam "Hello everyone! for scientific purposes I'm looking for a record that contains information about needed spare parts from claims of car insurance companies. Does anyone have an idea? The dataset does not have to be large, it's just to illustrate how my algorithm works for the paper. Any hint is welcomed! Enjoy your day ;)",not_spam "\[UPDATE\] Big Bad NLP Database Happy to announce that we've added research papers to 90% of the database, that's 281 datasets! Special thank you to our researcher Gabi Alexandru for her great work! [https://datasets.quantumstat.com/](https://datasets.quantumstat.com/)",not_spam Would anyone recommend sources where to obtain raw data for motor insurance and mileage in the areas of UK and France?,not_spam Does anyone knows a dataset for the contextual multiarmed bandit problem? I want to simulate the algorithm in this paper - A Contextual-Bandit Approach to Personalized News Article Recommendation(h[ttps://arxiv.org/pdf/1003.0146.pdf](https://arxiv.org/pdf/1003.0146.pdf)),not_spam "Looking for a heart disease diagnosis dataset by United States County by year. The closest thing I've been able to find is deaths, e.g. on CDC Wonder. What I'm really looking for is diagnosis. So stated otherwise, I'm looking for a dataset with - number of new Heart Disease cases by year by county. Thank you!",not_spam "I'm talking: comments,posts, PMs, gildings, saved posts, upvoted posts, etc. Does anyone know if there is a tool that can already do this? Does the API support this? Thanks!",not_spam I'd like to do an analysis of the importance of free throws and would love to find how often a team loses by fewer points than the number of free throws they missed. Thanks.,not_spam I would very grateful if anyone could provide such a website or maybe a way to gather that data,not_spam "Hello! I am looking for a dataset on job interviews. It can be of any medium (e.g. phone, online, face-to-face interviews) as long as its a 1-on-1 interview between the interviewer and the interviewee. If the dataset has two languages in it (i.e. the interviewee speaks bilingually), then it is highly appreciated, although it is optional. Currently, I am taking an undergraduate thesis and I have emailed some companies and organizations that can provide me with data, but some were not responding and some said that they were not publicly available. Thank you and any response is appreciated!",not_spam "Hi Does anyone know how to extract only urls with a specific file from common crawl dataset.For instance extract all urls with robots.txt at the end.something like https://www.example.com/robots.txt Thanks",not_spam "Greetings, experts! I have just finished taking a course to master Tableau in preparation for a new career I am starting in a couple weeks. I will be the Business Intelligence Analyst for a company primarily focused on **Utilization Management Services for Healthcare organizations**. &#x200B; Now that I am familiar with the BI reporting tool I'll be using there (I'm more fluent with SAP/BOBJ tools), **I'd like to practice by building a relevant dashboard**. I'm an IT professional, but brand new to healthcare - so I'm not sure where to begin. &#x200B; I'd really appreciate any suggestions on: **1) where I could get some sample PHI data (or any healthcare data you feel would be applicable);** **2) and guidance on the types of analyses I should perform.\*** &#x200B; *\*It would help me greatly if you can simply provide some sample 'client requests' I might come across in my new role and I could determine what analyses and/or visualizations I need to provide the (pretend) client with a valuable solution as a dashboard.* &#x200B; I am so grateful for your time. :)",not_spam I am looking for medical multimodal datasets to test multimodal classifiers. I would really appreciate any link or source where I can find such datasets.,not_spam "I am trying to hone my data cleaning skills and put this project on my portfolio.I want to demonstrate that I can work with messy data, clean it up and analyze it.Ideally I would like to consolidate disparate datasets ( in healthcare) in a single dataset for analyses.",not_spam "I am looking for a dataset with flagged Craigslist rental scams, any location will do the trick. &#x200B; Any help is appreciated! Thanks.",not_spam "Does anyone know of a dataset that lists the plants, or better yet plants that are known allergens, in a region? If in the US, maybe state by state, or larger regions? If international, then country by country?",not_spam "Does anyone know of an existing database, or website that I could scrape, to find the locations where movies were filmed? Any advice would be sincerely appreciated!",not_spam "Hi everyone! I am looking for a way to get images specifically used in educational content like textbooks, answerbooks, etc. For eg. A picture of food cycle in a science textbook or a picture of tom sawyer in a english textbook, etc. Does anyone happen to know any such dataset or any other source for this?",not_spam so i'm looking for any type of global poverty dataset. Most seem to be fairly patchy and/or old. Cheers,not_spam Does anyone know of a good source for Fortune 500 data? I can find plenty of lists that just have the 500 companies and maybe revenue or profit but nothing with employee count. Thanks!,not_spam "Hi all, I'm looking for some data around speeding ticket data. I'm trying to test my hypothesis that the frequency of 100mph+ speeding tickets has gone up due to less drivers on the road because of COVID. TIA",not_spam "Hi my name is Sarah Wasley and I am a Florida student involved in the research program at my high school currently conducting a research survey regarding the correlation between mental health and career aspirations/education goals of young adults. I am here asking for survey respondents between the ages of 16 and 22. The survey is a short eleven questions inquiring as to your personal and family history of mental illness as well as your future goals, and completely anonymous. There are zero personal identification questions, and your privacy is protected by my institutional review ethics board. This is a completely independent study, and the data gathered will be evaluated against existing data regarding the mental health and suicide rates of established professionals within creative and artistic fields. I ask that anybody who is willing participates, it would be a great help in contributing to the broader field of knowledge regarding the impact of specific professional fields on mental health and vice versa. Thank you. [https://www.surveymonkey.com/r/297RWG7](https://www.surveymonkey.com/r/297RWG7) ",not_spam "Can someone give me inputs to where I can legally find data related to Gambling? I'm aiming to perform a detailed analysis of the economic impacts of Gambling. I need some valid statistics or research papers where Gambling is the main concern, irrespective of the country the data is from. Please help me it will be a great help! ",not_spam "(I had this up before, but accidentally deleted it) I'm looking for a dataset on US weed prices on the municipal level. Anyone know of a dataset or place to scrape it? I found [this site](http://www.priceofweed.com/data/all), but they only let me look at recent submissions, so I can't get all the municipal-level data. [These people](http://blog.modeanalytics.com/mapping-marijuana-prices/) were successfully able to scrape municipal-level data, but I don't know how. They have a github link (bottom of the page of the article) with their scraper, but it doesn't seem like it would work. What I think they did was scraped the pages in order: >**page 1:** http://www.priceofweed.com/data/all?pg=1 >**page 2:** http://www.priceofweed.com/data/all?pg=2 > **page n:** But if you actually look at the submissions, it's the same page despite what pg is set to. Did the site break, or is there some compsci reason that I don't understand?",not_spam "Im looking for help in organizing my data in SPSS. I have about 182 countries, each with 60 years of data on fertility rates and mortality rates. I am having trouble converting the ""year"" variable that I imported, so that SPSS will recognize the numbers as dates. There is no ""yyyy"" option only a variety of""mm/dd/yyyy"" options. I would eventually like to do time lags, so this is necessary. I also need a better way of separating countries. Currently, Im using the ""Split File"" function and splitting by Country Name. Is there a better way to do this? ",not_spam "I have a data set with roughly 500K rows of links from one page to another page on the site. With each respective link we know what type of page it is. So for instance category page is pointing to a news article page. In theory the number of buckets a URL can fall under is 5. What are some good ways to visualize this? Iโ€™m a novice with data viz and only have access to Excel and gSheets. Open to other free tools though! Any ideas! TIA",not_spam "Just in the midst of planning a project, do you guys have any suggestions on what datasets I should combine? (was thinking of merging a json and csv)",not_spam "Hey, Is there any place where I can find a dataset with the median wage per country, worldwide (not the average wage)? Average wage is available from the International Labour Organisation, but I'm yet to find data on the median wage. I know the OECD must have them, since they publish the data on the [minimum wage relative to the median wage](https://www.oecd-ilibrary.org/employment/data/earnings/minimum-wages-relative-to-median-wages_data-00313-en), but as far as I could find, the statistics on the median wage are not disclosed. Any help? Thanks!",not_spam This dataset is so important and yet it can't be found anywhere,not_spam "I need the dataset for AI training. Preferably, each song should be more than 2 minutes long.",not_spam I am currently working on a spam article filtering program. I am aa need of a good spam and ham dataset.,not_spam "Hello, Does anyone have ideas on where to get data on the # of pedestrians hit by vehicles per city in the United States? ",not_spam I am doing a project that needs at least an image of every small village in spain. Any ideas of a source i can use? I thought of wikipedia which has most of them.,not_spam Hi. Is there any labelled dataset for suicidal ideation or depression detection from social media data?,not_spam "Hi All, In case anyone is interested in analysing and exploring the latest FIFA 20 dataset, I uploaded at the following link a set of csv files that allow to compare the Sofifa player database from FIFA 15 until the latest FIFA 20: [https://www.kaggle.com/stefanoleone992/fifa-20-complete-player-dataset](https://www.kaggle.com/stefanoleone992/fifa-20-complete-player-dataset) Have fun, and do not hesitate to let me know any further improvement of the files. Thanks in advance!",not_spam "Hi guys, I am looking for a dataset for my data processing project. This is my first course on data analysis ever and as I am new to the field it takes some time to get used to everything. I searched many sites but havent been able to find a set that has things I need. Here are some of the specifications the set has to have: 1. It has to have some missing values and be at least a bit messy so I can show how to improve on this 2. It has to be able to predict something so I can plot graphs and do a simple analysis (which means most of the data should be numerical) I am very greatful for any kind of input. Thank you",not_spam "Hey everyone, &#x200B; I'm hoping to put together some visuals which highlight the human rights attacks from China to the Uighur's in Xinjiang. I know this is a bit broad but here's of examples examples of what would be really helpful: * Re-education camp location and sizes * Growth in Uighur related facial recognition academic papers &#x200B; Thanks for all help!",not_spam "I want to explore the relationship of income distribution within SF over a long time horizon but am having a hard time finding this data. Looked through the census, ACS surveys, mayor reports, local SF gov organizations, etc but I am having no luck.",not_spam "Hey guys, am looking for bunch of emails that are sales related. tagged or untagged. Looking for a nlp dataset that contains emails and is also sales related.I tried looking for em but nothing concrete so far (been scouring kaggle adn other research papers). Do let me know if there is data available or other platforms to search data.",not_spam "Hello, I found a lot of dataset with labeled positive and negative tweets, but I also need neutral labeled tweets. I saw that Sentiment140 does not include neutral tweets and I had no luck finding a dataset like this. Reason why I need neutral tweets is: I want to apply sentiment analysis to random user tweets, but there are lots of tweets with no sentiment value such as links etc. So I thought if I feed neutral data while training my neural network I can classify them as neutral tweets. I thought about removing tweets with only links in it, but there are other kinds of tweets that has no sentiment value too. If you can suggest a better way I can try that, thanks in advance. Edit: I found lots of neutral labeled tweets on SemEval2017 datasets.",not_spam "I've seen various examples of such datasets [e.g. Correlates of War], though they either don't appear to be geotagged, or *are* geotagged but don't go back far enough in history. My ideal dataset would something that begins somewhere around the year 1000 AD and ends in 2018 AD, and is either already geotagged, or has the battle location down to a city/state level . (so I can do geotagging myself). [This Wikipedia list](https://en.wikipedia.org/wiki/List_of_battles_by_casualties) actually has everything I need (battle location *and* casualty figures), however, the data is semi-unstructured and would require some extensive and pretty messy web scraping that I don't really want to get involved in. Would much appreciate any ideas. ",not_spam "Hi, i am looking for a Dataset which includes photos of construction waste (ground, sand, glass, concrete blocks or something similar). I need pictures like this, only one material on the photo. &#x200B; https://preview.redd.it/833slub20lx61.png?width=500&format=png&auto=webp&s=6364bff08a7b7802db33d567f845d94d42c97ab7 It is better if the photo of the material is in the back of a truck. https://preview.redd.it/a0uhqvxz0lx61.png?width=800&format=png&auto=webp&s=ee58b3bb12fffda201e62eddbe50f871c4285ca6",not_spam "I want to do a remote sensing project on land cover change, and I need some good field data to train and validate my land cover classification. I'm particularly interested in wetlands, peatlands and grasslands, in that order.",not_spam "I'm interested in finances, maintenance records, complaints, remediation reports, partnerships, anything. Many military families are dealing with substantial vermin \ mold issues and suffer silently because these companies are too powerful and the contracts the DoD entered with them are poorly written.",not_spam Hi everyone! Does anyone know any datasets on data flows and data generation amount by country over years? Or any other indicators that may help to estimate how much data is generated by a country in a year and how much data crosses its borders? Any studies on how people measure these are also welcome.,not_spam "I wasn't expecting this to be so difficult to find but here I am. I'm looking for historical precipitation data (by day, week, or month - I'm not fussy) broken down by county or zip code. Every website I find makes you search for a single zip code or county while I want the whole shabang. Doesn't need to go back very far - just 1 year or so. Any ideas?",not_spam "Hello all, I am currently holding a very large amount of PDFs (10k +) with vernacular datasets (approx 30 pages of tables) that I need to aggregate onto one database. The catch, I have very limited funds and will not be able to use a paid vernacular OCR software, or an API key. I would like to perform a simple select.all and paste for each pdfs on an excel sheet. Then remove lines that do not start by a number. When pasting a pdf on excel, the output is correct, only I would like to remove the headings, and automate it for every sheets. Is there any valuable resources available for this task? Many thanks for the assistance, Best, Chris ",not_spam "Hey all, I'm taking a data analytics class through general assembly and for my final project I wanted to create a model that predicts the best players to used for daily fantasy sports or predicts the output of NBA teams based on previous performance. Either way I am looking for game by game box scores data that goes back as far as possible. I am trying to use previous game data to predict future game data using a combination of SQL, Tableau and Excel. Please let me know if you have any suggestions.",not_spam "Especially from countries like Argentina, Venezuela, Colombia and/or Brazil. I want to make ""card"" visualizations that summarize some data about these countries, so anything from currency depreciation or education indices, to the number of FIFA world cups won would be very appreciated. ",not_spam "Looking primarily in Asia minor/eastern Europe, but also open to global data too.",not_spam "Looking for full text transcripts, or a link to an archive of all official press releases, announcements, statements for as many presidents as possible.",not_spam I know this may sound idiotic but I'm trying to find a dataset to build a hypothesis on (prof words not mine). I essentially need a large dataset more than 10k rows and at least 5+ columns that can show a preliminary correlation (strong). I've searched through data.gov and some other sites but no luck at all. Anyone got suggestions?,not_spam "Hi, I'm a doing a project on variable importance (VIMP) and variable interactions (VINT)... and im looking for a data set with around 40-60 numerical features with the goal of predicting some response for regression. I specifically want to measure the VIMP and VINTs that are present when predicting the response. I had a look on UCI repository but they don't really have anything that works well. I have also spent hours going through Kaggle but it's hard to find anything that doesn't include categorical features. Any suggestions as to where I should look?",not_spam "I'm a student and as of interest, I want to make ASR for Urdu. It will be a great help if you put links to the datasets here. Thank you in advance :)",not_spam "Hello all, I'd like to answer the question ""How many people with last name ${x} are currently living in city ${y}?"" Basically, I need a modern day phone book. How might you guys go about finding data on this and coming up with an estimate? Thanks! Edit: For context, I'm mostly interested in the U.S. and I can code/scrape.",not_spam "Hi to community menu, I am new here. I am trying to build a model to predict either diabetes or epilepsy in people. I want to do an end to end project. Therefore, I look for a sources to create a dataset (web scrapping). Beforehand, I appreciate everybody who helps. Thanks in advance.",not_spam "Looking for a dataset that contains body temperatures, I found one but it's too small. So I'm hoping someone knows if there is anything else out there.",not_spam "Interested in this as I worry our coming ch1nese overlords will not take kindly to much of the content here. Anyone have a good way to make an offline copy? Furthermore, the linked videos or articles? Cheers",not_spam "Hi, I found this website containing which music was played on the given radio station a given date and time internal in hours (i.e 1-2 PM, 2-3 PM and ...). I would like to download and analyze this data, however I am considering the legality of mining the site. It has data from now back to January 2010. So that's 24*(days from January 2010 till now) queries to the server from my computer alone. I have two cases in mind. 1) Is it legal for me to datamine a website in that way and 2) could me querying the server that many time be considered spam and therefore maybe harmful? Thanks",not_spam Can I get and build connections with real time (15 min delay) market/stock price data in python or R with existing libraries?,not_spam I am building a chatbot that would help patients suffering from depression. I can't seem to find a dataset for this purpose. Can anyone help me with that?,not_spam "Hello everyone, I am currently taking a course on data privacy, and for my course project I elected to work on profile-matching algorithms. I would really like it if anyone could point me towards datasets that contain information on users of a social media network, as well as the public content they share on there (for example, twitter users and an example of their tweets). I am aware of SNAP and already checked out their Facebook, Twitter and Google+ datasets but they don't seem to contain anything pertaining to the content, only user information. Is anyone aware of such a dataset? Or am I better off just using some web scraping service to make one for myself, based on profiles on those datasets? Thanks in advance!",not_spam "I follow a bunch of stock market traders, each trading day they post and talk about a lot of tickers. I wish Twitter, like Telegram would allow me to export/scrape all the tweets tweeted by the accounts I follow for the specific day Like if today is 2/15/2022, then I would want some sort of program that allows me to scrape all tweets made by the accounts I follow and compile that list into some sort of .txt file whereby I can use a website like [https://www.online-utility.org/text/frequent\_words.jsp](https://www.online-utility.org/text/frequent_words.jsp) to find the most mentioned tickers from that .txt file if that makes sense. Thing is, I am not really a programmer, just a trader, but I thought this sub would point me in the right direction. I don't mind finding someone on Fiverr to do this for me, but are their any free tools that do this you guys think? Also for a complete noob programmer, can I possibly learn to do this or would it be too difficult because of my 0 programming experience? If its possible to learn then please do point me towards the correct videos/websites that teach this sort of stuff. Some basic reading showed me stuff like ""twitter api"" and I think this would be required no?",not_spam "Hello, I'm looking for a dataset to train my model of images of 3D Printed objects with different kinds of defects and problems for my dissertation and I can't find anything. If anyone can help me with that it'll be highly appreciated. Thank you",not_spam "I have seen a few visualizations on /r/dataisbeautiful of text message frequency or content between the OP and another person. I was interested in seeing what my own text messages look like visualized, and I was curious how or where they got the data to construct their visualizations. The posts themselves are too old for me to comment with this question there. Edit: Thank you for the help!",not_spam "I am working on a data science project and I want to prove ""you can eat food dropped on the floor if picked up within 5 seconds"" is false. I am looking for some datasets that will help with this project. Thanks!",not_spam "Hello, I am trying to study the grafting of Few shot learning to TSC. &#x200B; Most Few shot learning image datasets (such as miniImagenet or Omniglot) have at least 20 classes. &#x200B; but strangely, it seems difficult to find datasets with many classes in time series classification data. Does anyone know of this kind of TSC Dataset? Thank you",not_spam Is there a place where I can find NOAAโ€™s past weather predictions?,not_spam "I think this is one of the more interesting city data sets that I've stumbled upon. It's a list of all active business licenses in [Chicago](https://data.cityofchicago.org/Community-Economic-Development/Business-Licenses-Current-Active/uupf-x98q?category=Community-Economic-Development). I could explore this data set for days on end. Does anyone know any other cities something like this exists for? I'd love to see one for some international cities, like Tokyo, Japan or Shenzhen, China, for example. I found [www.data.go.jp](https://www.data.go.jp) but my Japanese isn't good enough to figure out where to start.",not_spam "Hi - New to Data Analytics.. I have a all direct equity portfolio and want to run statistical analysis to find some meaningful insights. Can someone guide me what insights would be interesting and what I could do? I googled Correlation Analysis as a starter - see how well my assets are correlated and maybe I could correlate the portfolio with my index? Can you corr equity portfolio with an Index? Maybe do it for the past 10 years weekly and see how it did during 2008 crisis and if Corr dropped after? I would appreciate if you can guide me with some questions that I can use to find the answers to in my equity portfolio? Essentially, what would someone be interested in when applying data science/statistical analysis when looking at a equity portfolio? Like Corr will help with how independent your assets are - implying diversification? Again many thanks",not_spam "Hello, I have a dataset that was given to me in a .txt file and I need to convert it into a relational database. Here is an image of the data so it's easier to see what I mean: http://imgur.com/cGa3hRx I would appreciate any help on converting this to some sort of database. Thanks!",not_spam "[Link to dataset](https://github.com/MWiechmann/enron_spam_data) The Enron-Spam dataset is a fantastic ressource collected by V. Metsis, I. Androutsopoulos and G. Paliouras. The dataset contains a total of 17.171 spam and 16.545 non-spam (""ham"") e-mail messages (33.716 e-mails total). The original dataset and documentation can be found [here](http://www2.aueb.gr/users/ion/data/enron-spam/readme.txt). However, the original datasets is recorded in such a way, that every single mail is in a seperate txt-file, distributed over several directories. This can make reading in the data a bit cumbersome, especially for beginners. Since the data set is such an excellent ressource, I wanted to create a offer a single download of the data through a simple csv-file.",not_spam "I originally posted this on /r/MachineLearning, but also wanted to try here. Hi everyone! As many of you might know, Kaggle datasets vary in terms of licensing: some are open, some are good for academic use, and some you have to ask the distributor for permission to use for other projects. This got me thinking: let's pretend that there's a website with a lot of copyrighted images, free to download. Do any of these actions have licensing issues, assuming I'm not able to get in touch with the copyright holder in advance? 1. Using the images to create models, then crediting the website with the dataset used to create them in a journal article 2. Same as 1), but also publishing the processed dataset with features used (not enough information to recreate any images in the dataset) 3. Same as 2), but also publishing image variants generated by a model 4. Using the images to create a model which may be sold as a corporate product I feel like 1 and 2 are probably okay, while 3 and 4 may not be. However, I have absolutely no basis for this claim, legally or otherwise. Does anyone have any experience, or can anyone link me to any discussions or papers on this subject? I'm also interested in whether similar reasoning applies to other domains, especially written software.",not_spam Anything tangentially related would be appreciated!,not_spam "Hi, I'm looking for a dataset with budget figures for state park spending. Preferably expansion projects. I want to know if COVID stimulus money is being used to expand campground capacity with the recent trends toward outdoorsy vacations.",not_spam I need a dataset about African Startups.,not_spam "Are there any datasets of visitors' traces inside a Museum? Alternatively, do you know any efficient method to generate a synthetic dataset of this type? Thank you :)",not_spam I am looking for datasets for Aspect based Sentiment Analysis. I already know of the Laptop and Restaurant datasets but was wondering if there are any others,not_spam Where do I find monthly listener data from Spotify? I'm interested in looking at how the top 10 artists (ranked by number of monthly listeners) has changed over time.,not_spam "Hello! Is anyone aware of an existing dataset or set of datasets that contain the net worth of world politicians. The more countries the better and the more politicians the better. I'm willing to aggregate datasets if needed.",not_spam "Hi, I am looking at doing some research into relapse in individuals who have quit smoking. I am looking for a data set which has a variable denoting someone who has quit smoking, and also a variable showing whether or not they have since relapsed. &#x200B; I am also keen to look at how the initial incentives for quitting smoking may effect chance of relapse (Quitting for financial reasons v Health reasons etc). &#x200B; If possible, Longitudinal data may be perfect, as it would also be interesting to see what factors change post-cessation, and how these may impact relapse, in particular changes in alcohol consumption and BMI. &#x200B; I appreciate there's a lot of requests here, but if anybody knows of any datasets which at least show individual who have quit smoking and whether they have relapsed that would be much appreciated. &#x200B; Thank you",not_spam How does one go about making a data set? I have been searching around and can't seem to find something concrete or something that invovling a paywall. Any tips?,not_spam "Hi! We've just added another new dataset to Gourdian, this time courtesy of OpenAQ.org - in their own words ""OpenAQ is a non-profit organization empowering communities around the globe to clean their air by harmonizing, sharing, and using open air quality data."" This dataset itself is a relatively small sample of their data, and it has some overlap with one of our other datasets that we get from EPA AQS (https://gourdian.net/g/eric/epa_aqs), but it has the large advantage of being global rather than US-only. The data is relatively old, so we wouldn't recommend building something on it that relies ongoing updates, but it could be useful for historical analysis. If you're interested, check it out here: https://gourdian.net/g/eric/openaq.global_air_quality If there are any datasets you'd like to see go up, let us know!",not_spam "I'm looking for an image set with annotations/labels that I can use to train an my object detection program. The image set should consist of different types of cars, trucks, and buses to start with. Where could I find an image set solely focused on vehicles? Thanks.",not_spam "/u/rokfest helped me out! ______________________________ Looking to format it like: ""AL"": ""Albania"", ""DZ"": ""Algeria"", etc. etc. Having quite a bit of difficulty. Hoping you guys may know where I could find such a list. Thanks!!",not_spam I wanted it to implement simple search algorithms on it.,not_spam "Are there any available datasets of argumentative sequences such as premise, claims, conclusion, or problem, solution, pros/cons? Thanks",not_spam "Dataset- [https://www.kaggle.com/rmisra/clothing-fit-dataset-for-size-recommendation](https://www.kaggle.com/rmisra/clothing-fit-dataset-for-size-recommendation) First Kernel- Cleaning the dataset and EDA - [https://www.kaggle.com/agrawaladitya/eda-data-preprocessing](https://www.kaggle.com/agrawaladitya/eda-data-preprocessing) This is my first reddit post and \^ is my first kernel! Please be gentle guys and do share your feedback! Looking to learn quickly from all the feedback.",not_spam I haven't had much luck so far though. Where can I find this data?,not_spam "Hi, I am looking for a dataset with company names and the Unternehmensgegestand, which is the business purpose of a company. It is mandatory for companies in Germany to write one. Mostly I am interested in companies in Germany. You find them normally in the http://handelsregister.de but it costs something do download them per company or they are hidden in some notification. An example would be [here](https://www.handelsregister-online.de/handelsregisterauszug/Bayern/Amberg/B-B-Office-Eisend-GmbH) from a third party site which shows the Unternehmensgegenstand in Neueintragungen. I know that sites like https://offeneregister.de/ already scraped a lot of metadata about companies from the handelsregister but unfortunately I can' find the Unternehmensgegenstand in there. If you know some dataset with them included would be great, thanks :-)",not_spam "A large dataset aimed at teaching AI to code, it consists of some 14M code samples and about 500M lines of code in more than 55 different programming languages, from modern ones like C++, Java, Python, and Go to legacy languages like COBOL, Pascal, and FORTRAN. GitHub repo: [https://github.com/IBM/Project\_CodeNet](https://github.com/IBM/Project_CodeNet) Download page: [https://developer.ibm.com/exchanges/data/all/project-codenet/](https://developer.ibm.com/exchanges/data/all/project-codenet/)",not_spam Looking for a data set on graduation rates by degree field for as far back as the 60s if possible. Would like to have it nationally as well as state by state if possible. Looking to see how certain degrees have gained or lost popularity over time. ,not_spam "Looking for financial transactions such as credit card payments, deposits and withdraws from banks or payments services. Theย most needed fields would be ย customer profile (age, gender, occupation, etc.) and transaction information (date, amount, location, detail ...).",not_spam "Please feel free to analyze this dataset on Kaggle. [https://www.kaggle.com/mcmuralishclint96/china-scholarship-data-may-2019](https://www.kaggle.com/mcmuralishclint96/china-scholarship-data-may-2019)",not_spam "I would like to get hold of the data available on Yahoo's Fantasy Premiere League website. Login is required for all URLs. Clicking on Top Players shows the summary of the season statistics for each player URL: http://uk.eurosport.yahoo.com/fantasy/premier-league/top http://i.imgur.com/8lpsDfh.png Each of the player names is a hyperlink to the detailed data for the player's performance in the season by the week. http://i.imgur.com/kOCiSdC.png URL: http://uk.eurosport.yahoo.com/fantasy/premier-league/details/39336 Each player is associated with a 5 digit number that appears at the end of the URL My understanding is that this would be a simple web scraping problem, unfortunately my programming skills are rather elementary so I was hoping someone here would be able to help me or point me in the right direction. Thanks in advance! ",not_spam "Hi everyone, I'm searching, as stated in the title for a food description dataset. To be precise I'm searching something like [this one](https://www.kaggle.com/zynicide/wine-reviews), but with food. Something like ""This food is salty, and can be paired with ..."". I've used both the [amazon review](https://www.kaggle.com/snap/amazon-fine-food-reviews) and the [recipe description](https://www.kaggle.com/shuyangli94/food-com-recipes-and-user-interactions) datasets. The first one doesn't have a label, so it's impossible to understand what the comments object is, while the second often has description that are completely useless.",not_spam "Hi folks, is anyone aware of any datasets related to the Morton Cranial Collection that is housed at the Penn Museum? I am not very interested in Morton's original (potentially flawed) measurements, but rather I'd be interested if modern researchers have collected data and conducted new analysis on the skulls in the collection. Thanks.",not_spam "I am working with the shapefiles from the US Census Bureau for Colorado School Districts. In the files is a variable called ALand10 or something similar. It just spits out a number and I have no clue what the units are, and I can't seem to figure it out. [Here are some notes](http://www.census.gov/geo/www/tiger/tgrshp2010/usernotes.html) from the US Census Bureau. Consider an example of Moffat County, CO (The School District is the same as the county for this case) [Wolfram|Alpha](http://www.wolframalpha.com/input/?i=area+moffat+county%2C+co) says the area is 4751 square miles. The data from the shapefile says the area for that district is 1,494,753,340 (no units specified). I know I could just use a conversion factor, but for the paper I am working on, as well as for the sake of robustness, I would like to know what the units of measure from the shapefiles is. (Edit: The conversion factor would only work if its a linear relationship) Thanks! **tl;dr** The US Census could make their data a bit more user friendly. **Edit:** After more digging, I think the number given in the shape file is decimal degrees. I've also read that it is a bad idea to use these to calculate area. Any opinions on this?",not_spam "I wanted to create a dataset similar to Wine dataset or [Coffee dataset](https://www.reddit.com/r/datasets/comments/8rndor/data_on_1340_coffee_bean_reviews_aroma_acidity/), but for tea. Unfortunately, the [teadatabase](https://www.teadatabase.com/) page (first Google result) seems to be down, at least it was for a few days when I've been checking. Do you know any source of reviews of tea in quantitive amounts, similar to the Coffee dataset, like acidity, sweetness, caffeine content etc.?",not_spam "hi everyone i am looking for a dataset for classifying social queries , does anybody know where i can find it?",not_spam "Hi, very niche question here but I am not sure where I can ask, pointers to another subreddit would also be appreciated :) &#x200B; Ok so I am not american and I'm trying to understand how the american census type data from the ACS works (total newbie about it). I pulled the data for Massachussets from the ACS website here: [https://factfinder.census.gov/faces/tableservices/jsf/pages/productview.xhtml?pid=ACS\_pums\_csv\_2017&prodType=document](https://factfinder.census.gov/faces/tableservices/jsf/pages/productview.xhtml?pid=ACS_pums_csv_2017&prodType=document) &#x200B; But I am more specifically interested in the [Greater Boston Metropolitan Statistical Area (MSA)](https://en.wikipedia.org/wiki/Greater_Boston#Metropolitan_Statistical_Area_(MSA)) (aka the Bostonโ€“Cambridgeโ€“Newton, MAโ€“NH MSA). Now I would like to know what are the PUMAs (Public Use Microdata Areas) for this specific MSA so I can extract only data for this region from the dataset. My problem is I am unable to find that information anywhere. &#x200B; I can find the names of the counties that are part of the MSA on wikipedia and try to get the list of PUMAs from this names reference PDF: [https://www2.census.gov/geo/pdfs/reference/puma/2010\_PUMA\_Names.pdf?#](https://www2.census.gov/geo/pdfs/reference/puma/2010_PUMA_Names.pdf?#) (page 20) &#x200B; But a lot of the names in there are ambiguous and I would prefer to have an official list than guessing from a wikipedia page. I was able to find a list of FIPS place codes for the Greater Boston MSA, but as I understand it FIPS and PUMAs are not convertible into each other. &#x200B; It looks like this website manages to do it though: [https://censusreporter.org/profiles/31000US14460-boston-cambridge-newton-ma-nh-metro-area/](https://censusreporter.org/profiles/31000US14460-boston-cambridge-newton-ma-nh-metro-area/) So I assume this information is out there somewhere. &#x200B; ps: I realize will probably need to pull data for NH as well.",not_spam "How can I do this? I have all the data in .txt files (I'm using a Wikipedia dump), and I would like to turn these texts into images that have a newspaper-like formatting: multiple columns, multiple different typefaces, some words bolded and others italicized. I would like to generate as many visual variations of a text that I can based on the above criteria. ",not_spam " This dataset contains temperatures from different cities in Canada, minimum and maximum temperatures of January(Winter), July(Summer) and through out the year are given in this dataset. Elevation, co-ordinates of those cities are also mentioned. **One can perform geospatial analysis using this data.** Dataset: [https://www.kaggle.com/hemil26/canada-weather](https://www.kaggle.com/hemil26/canada-weather)",not_spam "Hi r/datasets, I'm trying to download my facebook message data for a school data visualization project. However, the download file from Facebook only gives me the first few thousand messages per chat log. Does anyone on this sub know good workarounds for retrieving this data? thanks!",not_spam "I'm having a particularly tough time finding an open dataset for movies that has the plot/synopsis/summary for a film and the primary genre to which it belongs (I used to work at Blockbuster back in the early-90s, would the rule was every film could only be categorized to a single genre, and the MPAA rating for the film (G, PG, PG-13, R, NC-17). I'm attempting to do a machine learning project whereby a film's description (which is carefully-crafted marketing fluff) and genre can be used to predict its rating. It's a proof-of-concept thing at the moment, but I can't seem to find a dataset that has all three of these features at the same time. Thanks for the help! :) *UPDATE:* I found a really cool collection of datasets at https://data.world/studentoflife/imdb-top-250-lists-and-5000-or-so-data-records :)",not_spam "Hi guys, can anyone please suggest me any dataset for a factor analysis on SAS? It should have a marketing problem behind it, like the launching of a new product..or something like this. Thank you very much",not_spam "CMATERdb is the pattern recognition database repository created at the 'Center for Microprocessor Applications for Training Education and Research' (CMATER) research laboratory, Jadavpur University, Kolkata 700032, INDIA. This database is free for all non-commercial uses. More information on CMATER is [here](https://code.google.com/archive/p/cmaterdb/). **Dataset Description:** * **CMATERdb 3.1.1: Handwritten Bangla numeral database** is a balanced dataset of total 6000 Bangla numerals (32x32 RGB coloured, 6000 images), each having 600 images per class (per digit). * **CMATERdb 3.2.1: Handwritten Devanagari numeral database** is a balanced dataset of total 3000 Devanagari numerals (32x32 RGB coloured, 3000 images), each having 300 images per class (per digit). * **CMATERdb 3.4.1: Handwritten Telugu numeral database** is a balanced dataset of total 3000 Telugu numerals (32x32 RGB coloured, 3000 images), each having 300 images per class (per digit). **Links:** [GitHub Repository](https://github.com/prabhuomkar/CMATERdb) [Download Link](https://github.com/prabhuomkar/CMATERdb#get-the-data) [Original Source](https://code.google.com/archive/p/cmaterdb/) Please acknowledge CMATER explicitly, whenever you use this database for academic and research purposes.",not_spam "I am investigating future prevalence of Cholera in Kenya due to climate change scenarios (IPCC AR4). The best data i have found is from the Kenyan government disease surveillence network (http://www.ddsr.or.ke/idsr/index.php/bulletins) but frankly its rubbish! It's nominally located (not GPS coodinates). Please please if anybody has Geolocated Cholera data (could be vector point data, raster heat map, anything) for Kenya, please let me know. My Degree is on the line. I am quite happy to pay for the data, but I am only a student so a modest sum will be all i can afford. Thanks, Patrick",not_spam "I've got an idea for a small project, the only rub is that I need a fair amount of shots of individual people (or perhaps groups) and the name of the photog to give credit. I know a little python, but not enough to write a script to clean this data out. Anyone know of a good data set that would contain this information?",not_spam "I work for a Casino and we are looking to move an event from December to August and I have to figure out if that is a good idea or not. I need to take into account many variables like the differing room rates in August and December, I'll need to make assumptions about certain segments of guest that attend the event in August but still make a trip in December and some wont. I need to see if the gain in play in August is greater than the loss of play in December. Is there a software that could help me analyze the data in a meaningful way? I'll have a list of players and Ill add various information such as if they attended a concert during the event, if they attend any concerts during the year, how many trips they make a year. Id like to find a software that will help me manipulate and analyze it.",not_spam Does anyone have any datasets on translations of virtual YouTuber streams or clips. I would like to use the dataset to generate some lines through machine learning. Thank you!,not_spam "FiveThirtyEight's weekly column, Riddler, had a contest a couple times this year where people submitted strategies, along with written comments on their thought process. The data sets are available here: https://github.com/fivethirtyeight/data/tree/master/riddler-castles I have used this data set in two blog posts ([here](https://ntguardian.wordpress.com/2017/05/29/winning-the-battle-for-riddler-nation-an-agent-based-modelling-approach/) and [here](https://ntguardian.wordpress.com/2017/06/05/who-survives-riddler-nation/)) and I think more can be done with them. Some people could see if they can develop a better algorithm for playing the ""Battle for Riddler Nation"", while others could look for patterns in how people played, particularly in their written explanations, and if some are better predictors of success. I think a lot can be done with these data sets and I'd like to see other projects.",not_spam "Been searching the Internet for several hours, and I can't seem to find any raw data on what % of each age/gender in the US uses the Internet (social media use would also be close enough for this project). All I've found so far are pre-bucketed charts and graphs, but I need to do my own bucketing on it! Any help would be much appreciated. If you message me or comment with a suitable dataset, I will send you $10 via PayPal or Venmo!",not_spam "So Zillow only allows you to pull data of a specific address. It doesnโ€™t allow you to pull all data from a specific region or even narrow it down further. Iโ€™m just trying to get recently sold house data such as price, sq ft, beds, baths, etc for my zip code. Is there any way I can get a list of addresses that were recently sold that I can plug into zillow? Does anyone have any ideas how I can get my hands on this data other than scraping the mls which is a big no no. For example, would like my county website have data on property sales? Are there any other websites out there with this data and an api? My ultimate goal is to do some house price prediction based on different factors using machine learning. Iโ€™m trying to avoid using zestimates which is why I want recently sold houses so I can just use the sale price. Any help would be greatly appreciated",not_spam "Hi, I'm Sumit Srivastava, founder of [Projell.com](https://projell.com/) . We made this after dealing with the data hell like low data availability, high data procuring cost, huge time sink for data collection, and privacy concerns over the user data. Think of it as AI Training Data Generator. This prompted me to build an easy way to generate synthetic data for machine learning models. This primarily uses GANs, but we use techniques which are most efficient for specific usecases. Areas where we've found it useful are biomedical, drone imagery, satellite imagery, retail, and autonomous mobility. As already prominent in the ImageNet challenge, the state of the art is using synthetic data to gain higher accuracy. \[ [https://paperswithcode.com/sota/image-classification-on-imagenet](https://paperswithcode.com/sota/image-classification-on-imagenet) \] Google, for their autonomous vehicles, used millions of miles of real driving data and billions of miles of synthetic data. It is clear where the world is moving towards. I would be happy to share the tools with everyone since dealing with data is something we struggled with and don't want anyone to struggle anymore. This is probably only the first step towards building something robust that can reduce as much data hassles as possible, if not all.",not_spam "I would like to find a list of lakes, rivers, estuaries, and bays. I'm really just looking for the names and how many exist. A great bonus would be knowing surface area, location, and volume of water. I can't seem to find what I am looking for. Any help or pointer in the right direction would be greatly appreciated.",not_spam I am looking for a (survey) data set for expected exchange rate movements. This would allow me to measure the risk premium implied on forward rates. Anyone has any idea?,not_spam "I'm looking for psychographics (social media channels, behaviors, hobbies) and demographics to create audience segments by cluster of job titles. e.g. Project managers, business ops, etc use xyz social networks. Can anyone point me in the right direction? Thanks in advance!",not_spam I want a dataset to make a violence detection ai,not_spam "[Here's the paper: When Does Cognitive Functioning Peak? The Asynchronous Rise and Fall of Different Cognitive Abilities Across the Life Span](http://cognitivehealth.tech/wp-content/uploads/2017/01/psychsci2015.pdf), and data sources are referenced on p11: * Wechsler, D. (1997a). Technical manual for the Wechsler Adult Intelligence Scaleโ€”Third Edition. San Antonio, TX: Psychological Corp. * Wechsler, D. (1997b). Technical manual for the Wechsler Memory Scaleโ€”Third Edition. San Antonio, TX: The Psychological Corp. Obviously a $500 physical book wouldn't be of much use - only after the data. Anyone know how I could find it? I've got a strong preference to find this data as it's already been vetted and analysed by these authors but **if there's other detailed and reliable data on age vs intelligence I'd love suggestions.** Thank you so much for any help!",not_spam "Hello, I am a HS math teacher and have a student interested in investigating the relationship between various sports and the likelihood of getting a concussion or TBI. I thought that it would be relatively easy to find data on this subject, but both she and I haven't been able to find data on this topic. Does anyone know of any datasets available on this topic? Thanks in advance!",not_spam "I am browsing through FEMA's data, but am not sure which of the many available datasets would be best for helping calculate the economic impact of a hurricane. &#x200B; From an NPR article, I know that ""Hurricanes Katrina, Sandy, Harvey and Maria all caused between roughly $70 billion and $125 billion each in damages. That was in destroyed property, flood damage, businesses being suspended or even permanently closed in some cases."" &#x200B; With this in mind, what datasets would you recommend for evaluating property damage, flood damages and businesses suspending or closing their operation? &#x200B; I am currently considering using the following datasets: * [https://www.fema.gov/openfema-dataset-hazard-mitigation-assistance-mitigated-properties-v1](https://www.fema.gov/openfema-dataset-hazard-mitigation-assistance-mitigated-properties-v1) * [https://www.fema.gov/openfema-dataset-fema-web-disaster-summaries-v1](https://www.fema.gov/openfema-dataset-fema-web-disaster-summaries-v1) * [https://www.fema.gov/openfema-dataset-individual-assistance-housing-registrants-large-disasters-v1](https://www.fema.gov/openfema-dataset-individual-assistance-housing-registrants-large-disasters-v1) &#x200B; Any input or feedback is much appreciated!",not_spam "Hi, I'm looking for a dataset containing the number of beds within any given PBSA property in the UK. Or ideas on how I might find this. This may be for a given city (council records?), or some other registry. Alternatively if there is a website or rental listings service that provides such data that would be great. Thanks in advance.",not_spam "I've seen numerous reports and articles on this topic but cannot seem to locate any raw data (cause of death, etc). I've even tried searching the Nepal and India embassy websites with no luck. Does anyone know where I could find this data?",not_spam "I'm looking for a recent (2000+) list of US mailing addresses. Doesn't need to be geotagged or anything, or have any ownership info. Literally just a list like: 123 Fake Street, Springfield, OR 124 Fake Street, Springfield, OR ... Does anyone know where this would be available?",not_spam "Hello all, I am trying to find a Census Block Group level data set that contains not only the number of public transit stops in a given census block group but also how many other census block groups can be reached from a given location. I have considered running a scraping algorithm that will measure the transit time via Google Maps from the population centroid of each census block group to all others within a 45 minute time frame. That is, I will have the time and ID of each census block that can be reached within a 45 minute public transit commute from a given starting location. This, however, seems extremely time-consuming and potentially not the most effective way to do this. Does anyone know of a dataset that contains the ""connectivity"" of a census block via public transit? I apologize if this isn't the right sub for this, I'm just running out of places to look. Thank you for your time.",not_spam A dataset having GUI defects of web applications or even any method to generate a dataset as such?,not_spam "Hi everyone, I'm looking for a dataset with warehouse movement's of items, their location, that sort of things. With as many dimensions as possible. I can pay small dollar for it ;) Thanks",not_spam "I have written a small miner which retrieves all the descriptions of the APOD. I am currently using it to fine-tune a GTP-2 model on it to generate new descriptions. With some small changes, the miner can be used to get all the images as well. Link to miner and dataset: https://github.com/kcambrek/Astro_miner",not_spam "Iโ€™m an absolute beginner and Iโ€™m being asked to find a research topic for a college course on data analysis using Excel. One subject Iโ€™m interested in is vaccine refusal in wealthy countries, specifically the US, but could be anywhere if the dataset is good and bountiful. Iโ€™m finding lots of data on world vaccination rates but not data that can specifically tell me about vaccine refusal and itโ€™s effects. If anyone has any thoughts to share or would like to direct me to some data on this, Iโ€™ll be eternally grateful.",not_spam "Hi, I have updated the torrent for the Reddit comment data set. There are two torrents: [The first torrent](http://code.dewarim.com/reddit-2016-08.torrent) is simply a collection of all comments as collected by pushshift.io (files available individually). Format is JSON, compressed by bz2 per month. Download size: 236 GByte [The second torrent](http://code.dewarim.com/reddit-parquet-sentiment-2016-08.torrent) contains the same data plus the sentiment score for each comment (score, max_positive, max_negative). The format is Apache Parquet, which makes this better suited for Spark/Hadoop queries. Download size: 419 GByte With sentiment data, you can compute who is the most positive commentor of reddit (Spoiler: bots and people who compliment the ladies on /gonewild) or which [car brands](http://code.dewarim.com/index.html) are popular on reddit). I have written some simple code for working with both formats which can be found on [Github:reddit-data-tools](https://github.com/dewarim/reddit-data-tools)",not_spam "I'm wanting to do some exploratory data analysis on the Swedish language. Ideally a spreadsheet file with every Swedish word, including indefinite singular/definite singular/indefinite plural/definite plural, and if it's an 'en' word or 'ett' word. Or maybe point me to some site that deals with world languages that has something like this.",not_spam "448 million search terms along with the last 24 month's worth of per-month search frequencies. Given the market share of the search engine from which this data came, multiplying these monthly counts by about 15 should yield the total search volume across all search engines. Uncompressed, the file is about 53GB. Compressed it's about 5GB. Each line of the file is a JSON object that looks like this: {""_id"":{""$oid"":""5d4f768d272acc57122804a3""},""keyphrase"":""hackathon ideas"",""trend"":[60,90,110,20,90,90,100,30,30,60,50,40,60,80,120,70,80,100,70,70,40,50,60,50]} You can ignore the \_id property (I'd ideally have removed that property when I exported the data). The two relevant properties are ""keyphrase"" and ""trend"". The numbers at the end of the ""trend"" array are the most recent frequencies. Each item in the ""trend"" array is the number of searches that month, globally. The data was collected a few months before the end of 2019. Note that some of the keyphrases have 4 dollar-signs in them like this: ""keyphrase"":""hackathon$$$$hackathon"" I'm not sure what this means (it's just what the API returned), so I just ignored these in my analyses. It may have something to do with new advanced search engine features like knowledge graphs, but I don't know. [https://archive.org/details/2019-search-engine-keyphrases.json](https://archive.org/details/2019-search-engine-keyphrases.json) [https://www.kaggle.com/hofesiy/2019-search-engine-keywords](https://www.kaggle.com/hofesiy/2019-search-engine-keywords) Posting with a throwaway. Please mirror it somewhere if you can (and post link in comments) in case it gets taken down for whatever reason. Hope some people find this useful/interesting! **Edit**: The final month in the trends array is August 2019.",not_spam "I found [this](https://www.reddit.com/r/datasets/comments/3bxlg7/i_have_every_publicly_available_reddit_comment/), but the only source for the file seems to be a torrent that nobody is seeding. Is there somewhere I can get this or a similar archive? I'll need to know whose comments they are and what the parent was. The more information the better, really. Thanks! ",not_spam "This doesn't have to be an excel data set. I'm looking for 2020 population projections for about 15 specific counties but I need to be able to see the age breakdowns in the Under 5, 5-9, and 10-14 age segments that the census does. I've been told that the Census Bureau has this information on its website but I've been searching for an hour and can't find this information. Anyone know where I can find it? ",not_spam HELP NEEDED ASAP. PLEASE.,not_spam I'm looking for somewhere that doesn't charge a monthly membership to export. Thanks in advance!,not_spam "Hello everyone, I'm looking for publicly available datasets on industrial steam systems (basically the configuration, steam pressures, flowrates, temperatures together with their fuel and flue gas characteristics). I've tried searching on Kaggle, OpenEI and US Deparment of Energy websites (among numerous others) without success. Would anyone here know where a dataset of this type could be found please?",not_spam "The DARPA XDATA program is pioneering a new model of agile software development to support analysts working with big data. XDATA is developing a number of cutting edge software applications and components to address timely challenges in data science and intelligence analysis. DARPA has made these applications free and open to the public available as a downloadable [open catalog](http://opencatalog.darpa.mil/XDATA.html) of reconfigurable, open-source software components. XDATA is inviting analysts from the defense and intelligence communities, law enforcement, the private sector, and the public at large to download and use these open-source applications and underlying code. Building a community around the XDATA software catalog can help shape future versions of these applications through use and feedback. The applications developed by XDATA in 2015 address the following challenge problems: 1. Mapping, predicting, and characterizing population movements within and between cities and regions 2. Cross-dataset dealiasing to identify the same entities across different datasets 3. Financial event detection, such as identifying evidence of market manipulation **Operation XDATA: A Public Event** Through this site you can also learn how to volunteer to participate in Operation XDATA, which is a large-scale research program managed by Draper. This research is designed to evaluate and improve XDATA applications. As part of this research you will be able to use XDATA application with large data sets to complete challenging tasks. After using these applications, you can download them and their underlying code for your own purposes. More information about testing can be found below in our formal call for research participants. You can also find this information on our study portal (click โ€œRegisterโ€) at [http://xdataonline.com/](http://xdataonline.com/). Please feel free to forward this announcement to others that might be interested! **Call for Research Participants** The purpose of this study is to determine whether certain kinds of interfaces and analytic tools affect your analytic workflow. This study is funded by the Defense Advanced Research Projects Agency. Your participation will include providing information about your basic demographics, personality, analytic abilities via online questionnaire. This will be followed by a testing session to be completed at your convenience through our online testing portal. During the testing session, you will be asked to participate in a variety of tasks, questionnaires and cognitive tests, as well as interactive tasks on a computer. **Eligibility Information** Participation in this research is open to any persons between the ages of 18 and 60 years, that are not incarcerated (i.e., prisoners) or a member of another legally protected population (i.e., intellectually handicapped, children, etc.), with the exception of pregnant women (the procedures and materials used in this study do not limit the participation of pregnant women). You may be excluded from participation if you do not have sufficient formal training or experience in interpretation of data, hypothesis testing, or construction of reasoned argument to effectively answer questions about analytic process or participate in laboratory tasks. Ideally, potential participants have at least 3 years applied or working experience within an analytic vocation (e.g., intelligence, military, legal, business, marketing, credit, banking, finance, and capital markets, etc.), OR post-graduate training within a relevant area of study and associated analytic skills (e.g., economics, behavioral sciences, statistics, political science, etc.), OR have had relevant internships, post-doctoral, or research experience. However, should you feel that you meet the requirements given your applied experience, we will consider eligibility on a case-by-case basis. **Additional Study Details** Study Duration: Your participation in this study can involve up to 3 hours of your time: approximately 30-60 minutes to fill out online questionnaires, and 90-120 minutes as you engage in online analytic tasks. Additional follow-up tasks with similar content may be solicited, with your permission. Each of these are estimated to take between 90-120 minutes. *Participant Involvement*: Participation involves both completion of the online questionnaires and online tasks, which involve using next generation analytic tools to solve difficult analytic problems using complex data sources. However, participation in the online questionnaires neither obligates you to participate in online analytic tasks nor guarantees that you will be invited for follow up tasks. *Compensation*: Participation is strictly voluntaryโ€”there is no monetary compensation for participation in this study. However, participants being recruited from university research sites may be eligible for course/research credit commensurate with their participation as per their institutionโ€™s guidelines. To register as a participant or just to learn more about this unique research opportunity, please navigate to [http://xdataonline.com](http://xdataonline.com/), and click ""register"". You will be able to view more study information at this site as well as view our Online Consent Form. If you acknowledge the terms in the consent form, you can register a unique, but anonymous username that will be used to keep track of your data. If, after visiting our website, you have additional questions and concerns, please contact us at software-evaluation@draper.com.",not_spam &#x200B;,not_spam I am looking for textual dataset that contains conversational dialogues own different topics in different Indian languages.,not_spam "Anyone tried getting this info through FOIa or has this data? USCIS provides a summary for a given year, Im looking for the breakdown. Which company has the most # of approved petitions, etc.. Data from the DOL Foreign labor is misleading since you wont know which ones were approved by USCIS",not_spam "Hey guys, well the title describes pretty much what I am looking for. I don't know where to get this data cumulated. Also, is there an API somewhere that I could use to retrive such data? Thanks in advance! Edit: I collected all the info from the Wikipedia lists. Thank you guys. ",not_spam "Hi, I recently managed to collect a large amount of midi-files, they're all a transcription of the notes of existing songs. Now, I'd love to publish them on this subreddit, but I'm not sure if I'm legally allowed to. Does anyone know whether MIDI-files are copyrightable? ",not_spam "Hi guys, I'm a new here. Recently I am trying to develop something using Python. What I need is CO2 emission data. Could you guys recommend me an API of CO2 emission data? Plotting CO2 emission data on y axis and x axis can be countries of the year, months, years of the country something like this.",not_spam Saw a post from a year ago on this but there wasn't any good data. Wondering if anyone else might know where to find data on this going back at least 5-10 years.,not_spam "Hello, I am searching for sources where I can practice R using tidyverse. I just want to practice importing, cleaning, manipulating, and creating visualizations. If you could point me in the right direction, I really appreciate it. Thank you.",not_spam "Any help would be great. Have been looking at the American Household Survey but they don't seem to release data to the public on a zip code level.",not_spam "Hi, I need to download the original MS-Celeb-1M (academic purposes). I tried on [megapixels](https://megapixels.cc/datasets/msceleb/) but I could not find any link. There is a reference to a clean dataset ([https://github.com/PINTOFSTU/C-MS-Celeb](https://github.com/PINTOFSTU/C-MS-Celeb)), which, in fact, its only a label list. At [academic torrents](https://academictorrents.com/details/9e67eb7cc23c9417f39778a8e06cca5e26196a97/tech) there is a torrent file, but this dataset is not the original, the images are already croped or aligned. Thanks in advance,",not_spam "I'm doing a project for school where I'm taking gun violence(injury and murder) dataset, and a demographic breakdown by city dataset, analyzing it for trends and features that might contribute to a higher rate of gun violence per capita. I wanted to conclude with a look at the revenue that gun violence generates and the kind of 'pros' and 'cons' of gun violence. morally subjective I know but still having a difficult time finding a dataset for it. I've tried going through the US department of commerce and pulling the dataset that has all of the different industries and just sorting Death services out but that functionality of the site was down when I was trying to get that information so I was wondering if that dataset might be hosted somewhere other then the always reliable US government data centers. some requirements: * dates should be between \~2000 to \~2016 * needs to have geo tags (log/lat or city,state)",not_spam "Hello fellow Redditers! I am a comp sci student and I'm looking for a dataset involving movie data that has information for the movie title, a ratings scale, and comments relating to the movie. The Netflix dataset has the first two, but doesn't have any comments associated. I found the netflix prize dataset, a flixster dataset, and a MovieLens dataset which all have titles and ratings. Now I need comments. Any ideas? =) Thanks!",not_spam I am looking for a list of all the zip codes in the united states and their growth rate. Does anyone know where I can find such a list,not_spam "I'm working on summarizing time series embedding to capture the holiday, weekend, seasonality impact in time series. Currently, I use data from FRED + some stock data + some kaggle dataset, but seems that most data are economically oriented and biased. I wonder where else I can find more time series in aggregate to get better embedding? Or any suggestions on the data source for this kind of project? Any help would be appreciated!!",not_spam "Hello I am looking for datasets that contain information on nutrition & food calories. However, I couldn't find one that includes food divided by calories. e.g. Apple includes X calories. Almond milk from a company A includes Y calories. I found some websites, but not a comprehensive datasets. [https://fdc.nal.usda.gov/](https://fdc.nal.usda.gov/) [https://www.webmd.com/diet/healthtool-food-calorie-counter](https://www.webmd.com/diet/healthtool-food-calorie-counter) &#x200B; Any help would be appreciated.",not_spam "I am hoping to find data containing historical population projections (from the 50's, 60's, anything) in order to see how accurate past projections are compared to the actual estimates. I guess it isn't too important where the historical data is from, as the actual numbers can be found easily. Thanks in advance for your help.",not_spam "i wrote a naive bayes classifier script for gibberish email addresses (e.g. fjfjfjkioclz@gmail.com) and first/last names based on [this research article](https://theory.stanford.edu/~dfreeman/papers/namespam.pdf), but donโ€™t have access to nearly enough training data. iโ€™ve got plenty of _valid/non-gibberish_ emails, but need more gibberish. unfortunately, because humans are humans and donโ€™t generate truly random strings, i canโ€™t just use randomly generated strings for the task, need human-generated gibberish. any help is appreciated!",not_spam "I am looking for 5 preprocessed email datasets as for a spam filter. Preprocessed into spam and non-spam(ham) obviously, but have had trouble finding many. The only preprocessed ones i have found so far are enron and lingspam. Can someone guide me on where i could find more?",not_spam "I am trying to get US Population by census block.. Ideally the data should include FIPS code. It is the first time I go that deep into US Census data and I am thoroughly confused. Here are the the resources I have found so far https://www2.census.gov/census_2010/03-Demographic_Profile/ https://www.census.gov/geo/maps-data/data/tiger-data.html https://factfinder.census.gov/faces/nav/jsf/pages/download_center.xhtml But I could not find a file that would have what I am looking for. Multiple resources were linking to tiger-data, but how do I deal with *.shp files? And it just seems wasteful to assemble everything from state-level files. There must be somewhere a file with a full block-level population stats?",not_spam "Looking for a big list of units of measurement. At the minimum I would like a unit and its conversion factor to SI units like this: | Unit | SI | Conversion Factor | |------|-------|-------------------| | in | meter | 0.0254 | The more info on the unit the better things like name, unit, type of unit would all be extra helpful. https://www.nist.gov seems to have tons of data on this subject but I couldn't find an actual long list with units and conversion factors. Thanks in advance.",not_spam Any database of this kind would be useful.,not_spam "[https://github.com/willhaslett/covid-19-growth](https://github.com/willhaslett/covid-19-growth) Want to do your own analytics on the JH COVID-19 data? This provides a sensible starting point in Python/Pandas, wired up to the daily JH CSV files. Has a US focus as of now. Support for filtering by arbitrary regions.",not_spam "I am searching for textile crop disease datasets such as jute , flax ,hemp. Where can I get the datasets?",not_spam "Hi guys, first time posting here. I am looking for snapshots for any ResNet trained on ImageNet, but with the snapshot (in PyTorch ideally) saved over many epochs. For example, if the training took around 300 epochs, is there a google drive / github link which has snapshots of the network every 10-50 epochs (e.g., about 6-20 snapshots over the course of training). If anybody knows where I could get this that would be extremely helpful!!! Thanks in advance :)",not_spam "Hey, does anyone know where to find datasets of companies' or stores' point of sale data (if any of them have released it)? I'm looking to write a few algorithms to find analyse who is buying what products, from where, and when.",not_spam "I'm looking for internet speeds and internet service providers by zip code Much thanks",not_spam "This dataset contains 10 files with around 271,342 tweets (as of last count) Using Natural language processing, we have classified the tweets on industry and for HSN HISCO codes. Depending on the user's location, their provincial information is also added. [https://www.kaggle.com/skylord/dutch-tweets](https://www.kaggle.com/skylord/dutch-tweets)",not_spam "I'm trying to find a dataset(s) to help me compare students' performance of public schools vs private schools - US elementary schools. Is there somewhere I can find such datasets? If I can get ones for State or individual cities would be even better",not_spam "Looking for a dataset that provides historical data for each sport. Looking for spread, money line, and if I can get open and final that would be ideal but would settle with just a single money line. ",not_spam " >**TL;DR:** [here](https://www.kaggle.com/yamqwe/measuring-belief-in-conspiracy-theories) Hi Guys, How are you today? I've made made available a dataset containing answers to the The Generic Conspiracist Scale (GCBS) survey. The Generic Conspiracist Scale (GCBS) was created for measuring belief in conspiracy theories. When trying to measure belief in conspiracy theories, researchers had typically asked questions about specific conspiracy theories. The GCBS attempts to correct this with the approach of asking broad questions about underlying assumption that are presumed to underlie such beliefs. The GCBS measures an overall score and five facet scores. This is a dataset of 2K Answers to the 15 scale rated questions along with 30+ other variables including demographics and technical information. Credit for the original research paper: The scale was developed by Robert Brotherton, Christopher C. French and Alan D. Pickering of Goldsmiths University of London in 2013. You can find it [here](https://www.kaggle.com/yamqwe/measuring-belief-in-conspiracy-theories). Have Fun!",not_spam "i want to create a chatbot for which i dumped with lots of data in the form of question and answer only. eg(**Q.**Shall be Facilitation Centre(FC) remain open on Sunday's and Holiday? ***Ans :****All FCs shall remain open on all days including holidays and Sundays during 10.00 am to 5.00 p.m. during scheduled period only.*) so how do i create a dataset in the form of csv or json. Is there a tool to do that or manually. ",not_spam "Hi everyone, We coded this dataset generator to help in the field of converting wireframes / hand sketched images of webpages to code (HTML) using deep learning approaches. [Project repository on github](https://github.com/Dev-Tarek/sketched-webpages-generator)| [Article on Medium](https://medium.com/@devtarek/dataset-generator-for-sketch-to-code-deep-learning-problems-be9317b7e9b2) This was actually a part our graduation project that I published a year ago, but I couldn't follow up with the research because I had to do military service. I thought of sharing it here to see what you guys think if this currently helps anyone or and to know if this problem (sketch to code using deep learning) is still active, so I hope to get your feedback! Thanks.",not_spam "I want to train a BERT-like model for classifying different types of articles on the internet. Ps. It would be very great if you also knew if there is a dataset for classifying politcal orientation also. And it's also fine if it is multiple datasets. So a dataset that is either bias & normal, satire & theories or something like that",not_spam "I am looking for seed bank datasets. I can find awful interfaces to several, but I would like access to the underlying data. Any ideas? I am interested in Kew Gardens, the USDAโ€™ germ plasm repository, Div Seek, heck iโ€™d love the Vavilov Institute if I could get it as well.",not_spam "Hi everyone, I've just downloaded my Netflix's dataset, and trying to find a datadet that cointains movies and shows duration (per episode). Thanks in advance.",not_spam something relatively simple to manage and work. please and thank you,not_spam "Hi everyone, I am wondering if anyone knows of any fun or interesting data sets to explore as I need one for my multivariate statistics course. Basically we are to chose a data set and then perform an analysis of our choosing on it (one we learned in class) and write about it. The data set can be on anything. Thanks!",not_spam "Does anyone know where I can find data for **Historical Australian Airport OTP** preferably sorted per hour? I know that [www.data.gov.au](https://www.data.gov.au) has data per airline and per route, but does anyone know of a data-set similar to the above? Thanks!",not_spam "I want to show how the Balance of Payments crisis of 1991 in India, was due to adopting patronage policies and not using countries resources in the best possible manner. I know fiscal deficit(not as % of GDP) and itโ€™s classification can do the job but I am unable to find the data on it. Do you guys know any proxy to do so, or at best know where could I find data set on fiscal deficit from 1951-1991?",not_spam "Does anyone know where to find longitudinal data on labor related migration/emigration out of specific countries (Japan, Italy, Portugal, Germany, and Finland)? &#x200B; OR &#x200B; Is there a longitudinal data source that looks specifically at immigration into the United States with country of origin? &#x200B; Thank you so much!",not_spam "Hello All; I need to be able to map all of the postal codes that exists withing each Canadian Provincial Electoral Riding with modern data as the Provinces has updataed all of their individual ridings in 2021. Does such a data set exist or can one be created from other sets? Thank you!",not_spam "I am developing a model of how human value systems work, and am eager to access some datasets on human values (such as honesty, happiness, care for the environment and so forth) in order to test the model. I have already found the World Values Survey but am interested if anyone knows of any others? Thanks.",not_spam "Hi, I'm looking for a data set with lots of ""software requirements documents"". (RFPs?) to try some natural language processing. Does anyone know about such a thing? Thanks!",not_spam "Where I can find dataset or mapping between UK constituency and it's county or [NUTS 2](https://en.wikipedia.org/wiki/NUTS_statistical_regions_of_the_United_Kingdom) area. For example E14000530, Aldershot -> Hampshire E14000531, Aldridge -> West Midlands I'm was thinking about a little exercise where I try to see how UK parliament would look like if they used D'Hond's method instead of FTPT but for this exercise I need to combine smaller consitutencies into larger voting districts. I figured counties or NUTS 2 would be around correct size for my curiosity but I don't know how I could determine the county or region by it's ONS code. So, is there any easy way to go about it? Is there a dataset which contains the mapping between the ONS and NUTS? I was thinking of using the [Results and turnout at the 2017 UK general election](https://www.electoralcommission.org.uk/who-we-are-and-what-we-do/elections-and-referendums/past-elections-and-referendums/uk-general-elections/results-and-turnout-2017-uk-general-election) dataset from www.electoralcommission.org.uk . I hope the 2019 election results will be published in the same format.",not_spam "Hey, guys. Can I find somewhere dataset with all nhl players ever played? Goals, assists, games , etc. I can find it here ([https://www.eliteprospects.com/league/nhl/stats/all-time?page-goalie=1#goalies](https://www.eliteprospects.com/league/nhl/stats/all-time?page-goalie=1#goalies)), but I cannot find good format for this data (csv, xlsx, xls)",not_spam "In the UK I can go to the Office for National Statistics website and get the total number of deaths registered nationwide in a given week regardless of cause, with about 2 weeks lag time. Is there something like this for the US?",not_spam "I'm looking for daily walking/running data (steps taken per day) for a period of at least 3 months for more than 100 individuals. Ideally the data would be grouped by either social media site (strava, myfitnesspal, etc) or by nationality or by any means really (demographic). Thanks!",not_spam "Hi. I'm in my junior year of a CS degree. I'm working on developing a predictive model for crop yields in India. I'm having trouble finding datasets for the same. If anyone has sources for such a dataset, please leave the link in a comment. It would be of great help! Thanks!",not_spam "I have three columns A,B and C. For each value in columns A and B there are multiple values in column C. I want to use this logic in pandas. โ€œFor each value in A, sum values in C until it equals or less to value in B. Print โ€œYesโ€ for those top rows in new col D and โ€œNoโ€ for rest of rows.โ€",not_spam "Hey Guys, As some of you probably have seen this already, I would like to let you know that most of the users that contacted me didn't solve my issue. So please let me know, if there is someone that would be interested in scraping CB, I will share the desired outcome with you via e-mail.",not_spam "I'm doing a test with some map visualization and would love to be able to demonstrate some realtime activity, preferably something from transit data. Are there any public sources for flight or ship locations that could be used? ",not_spam "can anyone help me out in getting dataset of two-wheelers, light vehicles, heavy vehicles,etc (Indian preferably) with annotated 2 D bounding boxes.",not_spam Iโ€™m looking for dataset have normal skin !,not_spam "Hi guys, looking for a dataset that includes any sort of mental disorders, but if it have bipolarity or borderline would be great. ",not_spam "Hi all, I was looking for a dataset containing food ingredients and nutritional value. could you please help me? Even if you don't know any dataset like this, I would highly appreciate if you share with me some sites where I could have a look. I am learning Python and all this is new to me :) &#x200B; Thank you in advance guys!",not_spam "Does anyone know of a dataset of .txt files of job descriptions from a variety of fields? I know that [indeed.com](https://indeed.com) has an API that spits out JSON & XML data. However, I'm trying to train an information extraction model to pull job requirements out of textual descriptions of the job. So the raw text is key to me. Having requirements broken down in a separate field would not directly useful to me, however, it could help evaluating my model's effectiveness.",not_spam "This is the dataset I am working with: [https://www.kaggle.com/kemical/kickstarter-projects/discussion/89710](https://www.kaggle.com/kemical/kickstarter-projects/discussion/89710) I would like to know what the state column represents. For example, what is the difference between ""live"" and ""successful"" states? what exactly the ""undefined"" state means etc?",not_spam "I have a graph that shows average IMDB movie rating vs. runtime. It shows that movies that are 90 minutes long are generally rated lower than shorter and longer movies. I have some questions I would like help with: * Is this relationship helpful for movie producers to use? * What factors could be influencing this result? * What sort of actions should be taken for producers to improve how movies are received by audiences? * What sort of analytical approach should be tried to dissect this result? I would like to get your thoughts on how you approach this problem. Graph: [https://imgur.com/a/DBRPlAy](https://imgur.com/a/DBRPlAy)",not_spam I have been into racing recently and have been looking to go through some numbers. Trying to find if anyone has got these datasets available somewhere.,not_spam "Hey guys, I just found this sub and am hoping someone could help me out with finding a dataset for a project I'm working on. I'm trying to find a dataset of several days worth of GPS pathing data. As many sets of pathing ideally, but more specifically datasets that could suggest a pattern or some sort of consistency in time and location. Something like n people's 24 hours of pathing data for the 30 days. I'm trying to figure out if there is a way to generate these if possible, so if someone could point me in the right direction as I need to create quite a large dataset to test my project.",not_spam I am looking for a list of public social media accounts (primarily Facebook Pages) of all American politicians. It may be complicated by the fact that some are public figures not listed as politicians by fanpagelist.com or likealyzer.com (e.g. Ben Carson -- RealBenCarson). Any ideas?,not_spam "I know this data must exist, because I've seen charts of it in [JAMA](https://jamanetwork.com/journals/jama/fullarticle/2762130) (fig 1), among other publications. It seems like this data is at least available for Hubei. Try as I might, I cannot find the underlying data of this chart โ€” I can only find different versions of this same chart. Anyone have any leads?",not_spam "[HuggingFace](https://huggingface.co), a Natural Language Processing startup has just release the v1.2 of its text datasets library with: * 611 datasets that can be downloaded to be ready to use in one line of python, * 467 languages covered, 99 with at least 10 datasets * efficient pre-processing to free the user from memory constraints. Repository: [https://github.com/huggingface/datasets](https://github.com/huggingface/datasets) From the [README.md of the repo](https://github.com/huggingface/datasets): ๐Ÿค—Datasets is a lightweight python library providing two main features: * one-line dataloaders for many public dataset: one liners to download and pre-process any of the 611 public datasets (in 467 languages and dialects!) explorable and searchable [here](https://huggingface.co/datasets). With a command like squad\_dataset = load\_datasets(""squad""), any of these datasets is ready to use in a dataloader for Numpy/Pandas/PyTorch/TensorFlow/JAX, * efficient data pre-processing: simple, fast and reproducible data pre-processing for the above public datasets as well as local datasets in CSV/JSON/text files. With simple commandes like tokenized\_dataset = dataset.map(tokenize\_function) a dataset is efficiently prepared for inspection, evaluation or training of a predictive model. Some additional links from the [README](https://github.com/huggingface/datasets): [๐ŸŽ“ **Documentation**](https://huggingface.co/docs/datasets/) [๐Ÿ•น **Colab tutorial**](https://colab.research.google.com/github/huggingface/datasets/blob/master/notebooks/Overview.ipynb) [๐Ÿ”Ž **Find a dataset in the Hub**](https://huggingface.co/datasets) [๐ŸŒŸ **Add a new dataset to the Hub**](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md)",not_spam "We are looking for a national set of data with consumer spending behaviors by the block group, minimally, so that we can illustrate different marketing approaches for different areas (by block group, etc.). As an example, people here tend to respond to direct mail at X rate, or buy goods via direct mail / catalog, or tend to buy online, etc. Does anyone know the best resource for this? We are looking to buy or retain the data ourselves, too, so it can be hosted on our server... Any help is huge. Thanks guys.",not_spam There are fireworks being let off all over my neighbourhood at the moment. Why? The only thing II can think of is shipping them to Europe has gotten cheaper. But has it? Does anyone have the rates of a container each year? There is one for this year at [https://moverdb.com/container-shipping/](https://moverdb.com/container-shipping/) but do you know where there is one over time?,not_spam "Hi, I'm working on an LSTM model that uses dating conversation dataset. Any suggestion as to where I can get such data? Any ideas will be much appreciated.",not_spam It should be a cool dataset. Thanks in advance.,not_spam "Iโ€™m currently taking a course in data science and I want to do a heart failure prediction. I checked UCI ML dataset but it nearly has a 1000 rows. My professor wants something in the order of thousands any suggestions please?",not_spam "Does anybody know of any website where I can find data sets that include whether a website is malicious or benign. I am looking for one in which external variables including URL\-length, character set, number of special characters, etc. I have linked an example which I have already explored. [https://www.kaggle.com/lsingh4/malicious\-and\-benign\-websites/data](https://www.kaggle.com/lsingh4/malicious-and-benign-websites/data)",not_spam "Iโ€™m working on a project which estimates the lifespan of an individual based on certain metrics such as sex, age, health conditions, marital status, bmi, education level etc. Where can I obtain a dataset that is comprehensive enough for my model? I can try to estimate the missing values with certain augmentation methods but any sources that will help me to start working on are welcome. I already tried WHO, CDC and kaggle",not_spam "I would like to compare, by state, how each candidate is at the moment in relation to the historical average, but I cannot find data from surveys of the past elections.",not_spam "Here are the numbers from LCA without any bonus and additional benefits Microsoft - 2020 - 143 K Average Base Salary [https://h1bsalary.online/search?searchtext=MICROSOFT+CORPORATION&year=2020](https://h1bsalary.online/search?searchtext=MICROSOFT+CORPORATION&year=2020) Google - 2020 - 149 K Average Base Salary [https://h1bsalary.online/index.php?searchtext=GOOGLE+LLC&year=2020](https://h1bsalary.online/index.php?searchtext=GOOGLE+LLC&year=2020) Facebook - 2020 - 170 Average Base Salary [https://h1bsalary.online/index.php?searchtext=FACEBOOK+INC&year=2020](https://h1bsalary.online/index.php?searchtext=FACEBOOK+INC&year=2020)",not_spam "Hello, i am doing a research task in school and trying to gather secondary data on the topic: Physical Activity and academic performance. I would appericate data in .csv but i will take anything thank you!",not_spam "So i need help of one of you guys who have a Crunchbase premium account, I Have to know about the major companies in some specific domains(just their name and website will do) rest i will figure out. if someone can help me downloading the list of all the companies in the domains,it will be very helpful for me. Thanks",not_spam "Hi, Lending Club provides full loan data for registered users, who have to be US citizens. [Link to data](https://www.lendingclub.com/info/download-data.action) Could someone from US download loan data from 2013 to 2017Q4 and upload them to DB/GDrive or elsewhere. Altogether it is about 300MB and I am aware it requires some work so I offer $5 via Paypal. ",not_spam Basically a dataset which shows make model and year against European VINs.,not_spam "Hello everyone, I am trying to build a model to predict diseases in patients, looking at their health record dataset. Looking out of visits, diagnosis codes, physicians, medication, transcript data etc. Any lead is much appreciated. Welcome to join building the solution as well. I have previously build a model on predicting single disease (diabetes) using similar dataset.",not_spam "Idk if this is better suited for /r/webscrapping I have a client whoโ€™s in the medical field and wants to gain the contacts of all local podiatry doctors. I tried to webscrape LinkedIn but theyโ€™re very restrictive about sharing emails especially to non-network. I know how to use selenium to get emails from public directories. Problem is Iโ€™m not really sure of a good source? Is there like Instagram for feet doctors lol.",not_spam "Hey, folks of Reddit! **I'm in a dire situation. I need to complete my college project on artificial intelligence.** But I'm so lost, I don't know how to build this as I don't have solid experience in A.I. I've only ever built apps and websites. **The project given to me is ""detecting seat occupancy using A.I""** So for example, if I take a photo of 9 seats (3 of which are occupied by my friends), The A.I should be able to tell that 3 out of 9 seats are occupied. How can I go about doing this (where do I even get the dataset for starters)? I can some grasp terms in deep learning since I've played around with it a tiny bit. Any help would be greatly appreciated. Cheers!",not_spam "Hi, I've been trying to compile data for ethnic groups living in Canada but have hit a dead end. I can only find data for cities, eg. Toronto, Vancouver but I can't narrow it down by zip code. Does anyone have any idea how I should go about this?",not_spam "I am requesting articles (particularly op-eds) written by US Vice President Michael Pence for use in a personal text mining project. Some context: in today's news, there has been speculation (and speculation only) that Mike Pence wrote an article in the NY Times ([see the article here](https://www.nytimes.com/2018/09/05/opinion/trump-white-house-anonymous-resistance.html?action=click&module=Opinion&pgtype=Homepage)) criticizing major aspects of the Trump presidency. The only thing that is known about the article is that it was written by a senior official in the Trump administration. I want to test this speculation by using statistical clustering (kmeans, decision tree) to see if there is any correlation in writing styles between the recent op-ed and what he has written in the past. **What I do not want:** speeches orated by Mike Pence that were not written by Mike Pence. That would give me false results. Thank you in advance!",not_spam "Hello frens, &#x200B; I published on kaggle a dataset of 3200 fundus images for the purpose of classfication of 46 different labels (retinal diseases). It has both common diseases such as diabetic retinopathy, glaucoma, etc as well as rarer ones for a more realistic representation of clinical settings. &#x200B; It is available [here](https://www.kaggle.com/andrewmvd/retinal-disease-classification). &#x200B; All credit go to the authors of this dataset: > Samiksha Pachade, Prasanna Porwal, Dhanshree Thulkar, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Luca Giancardo, Gwenolรฉ Quellec, and Fabrice Mรฉriaudeau, 2021. Retinal Fundus Multi-Disease Image Dataset (RFMiD): A Dataset for Multi-Disease Detection Research. Data, 6(2), p.14. Available (Open Access): [https://www.mdpi.com/2306-5729/6/2/14](https://www.mdpi.com/2306-5729/6/2/14) &#x200B; Cheers",not_spam Just looking for order of magnitude,not_spam "I'm new to data analytics, and would like to start a simple project. As most of the tutorials I've seen use space as a delimiter, I was wondering if a simple dataset of football fixtures is available, maybe having the format <team1> <team2> <score>, or something along those lines.",not_spam "Hi, I need images of popular spirit bottles. Such as Absolut Vodka, Ameretto, ~~Bacardi Rum~~, Baileys, Ballantines, Beefeater Gin, Benedictine, Bombay Sapphire, Bundaberg Rum, Campari, Chambord, Chivas Regal, Cognac, ~~Cointreau~~, Don Julio, Drambuie, Dry Vermouth, Fernet, Fireball, Frangelico, Galliano, Grenadine, Grey Goose, Hendricks Gin, Jack Daniels, Jagermeister, Jameson, Johnnie Walker, Jose Cuervo, Kahlua, Makers Mark, Malibu, Maraschino, Midori, Morgans Rum, Mount Gay Rum, Patron Tequila, Pernod, Pimms, Sierra Tequila, Smirnoff Vodka, Sweet Vermouth, and Wild Turkey I have tried using images from bing and google, with no luck. I tried going to a bottle shop, but they are all kept behind glass cabinets and it doesn't recognise them properly when I use them. I need a video focusing on the front and moving around, or images from different angles. They are easy to create. If you have any of these bottles at home, it will take around a minute to create the video or images. I am creating a cocktail suggestion app, and want to make it easy for people to add in their own bottles of alcohol. I have the algorithm working with the few bottles I have, but need all of these.",not_spam "[YQL](http://developer.yahoo.com/yql/) PROTIP: Try the console and press show tables on the right sidebar",not_spam "Can anyone help me find a dataset of NFL career earnings of players - specifically Heisman award winers from 1960-1975? ",not_spam "Looking for a dataset of publicly traded companies, and their employee counts. Employee counts could be estimated, and we are specifically looking for companies with less than 500 employees. The dataset is going to be used to calculate the benefit each company is going to receive from the CARES Act, if youโ€™re catchin my drift. Thank you!",not_spam "I'm looking for data that has the number of commercial flights that includes which runway a flight took off / landed on. Does anyone know where I can get this? I looked on FAA.gov and I could not find any datasets with a column for runway.",not_spam "Hi, &#x200B; I'm looking for a phishing (containing whois data) dataset with clean and malicious urls for a school project. &#x200B; Thanks,",not_spam "FAO has some good data, but is not complete. It seems that they don't share much of the data that they used for their reports either. Are there any other sources for similar datasets?",not_spam "Does anyone know of an alternate way to access the data at [cdc.wonder.gov](https://cdc.wonder.gov)? Was there a mirror or archive set up before it was taken down?",not_spam "I have scraped content from a popular blogging website and was thinking of open sourcing it on Kaggle. Is it ethical to do so? I have used only public data and nothing which required authentication. Just want to know if I could be sued by the company. Thanks",not_spam "Looking for datasets other than poetryfoundation dataset English is preferred Thank you kindly!",not_spam "Hey everyone, I am currently looking for a dataset that contains a consistent update on minimum wage in in the US by state. To clarify, I am looking for an updated yearly dataset. If anyone knows of such a thing, I'd greatly appreciate it. If you are interested in this, I am planning to start generating one within the week. EDIT: Now that I have been directed to this resource, would anyone have any direction regarding the specific dates in which minimum wage was changed? Thanks again! Thanks!",not_spam Wondering if anyone has starfish species data? I'm attempting a machine learning problem and love starfish to death..,not_spam "Hello Everyone, I hope that you are doing well. I want to get retails sales data-sets related to Garments, shoes, etc for analysis to predict future sales. Can anyone give me online data-sets available link or can provide me data-sets? Thanks, Regards, Sajawal",not_spam "**Description:** This is a five hour sample of the Twitter firehose (+33.3% sample rate) during the beginning of the United States / North Korea Summit in Singapore on June 12, 2018. This is a fully hydrated dataset using the ""extended_tweet"" setting to ensure the entire tweet text is preserved. The data also includes a user object for every original tweet, retweet, quoted tweet and reply tweets. ______________________________ Key | Value :--|:-- File | https://files.pushshift.io/twitter/TF_USNK.ndjson.xz Format|NDJSON Compression|.xz (LZMA2) Size (Compressed)|8,415,064,076 bytes Size (Uncompressed)|112,101,421,878 bytes Number of Tweets | 21,552,423 This file represents a five hour period of the beginning of the UK/NK Summit (starting at 7:30 PM ET and extending to 12:30 AM). There are approximately ~1,200 tweets per second and includes original tweets embedded in each retweeted object. The probability of getting an original retweet is 50% if it was retweeted once and quickly approaches 100% after 10+ retweets. This file contains millions of user objects with many belonging to news organizations throughout the world. If you have ever wanted to play with a sample much larger than 1%, this file will give you a lot to analyze. This data is for academic purposes only and cannot be used for commercial purposes. When processing this file, keep in mind that there could be additional data (tweets) under the ""retweeted_status"" and ""quoted_status"" keys. Every tweet object will also contain a user object as well. The probability of an original tweet being present in this dataset is dependent on the number of times it was retweeted. The following chart shows the probabilities: Times retweeted|Probability of capturing an original tweet ---:|--: 0 | 33.5% 1 | 55.7% 2 | 70.6% 3 | 80.4% 4 | 86.9% 5 | 91.3% 6 | 94.2% 7 | 96.2% 8 | 97.4% 9 | 98.3% 10| 98.9% 15| 99.85% 20| 99.98% 25| 99.99% 30| Virtually 100%",not_spam "Hi! My name is Nayrovi Mercedes. I am a graduate student at Pace University, conducting a research study on The Impact of Attachment Styles on Well-Being, Perception of the Learning Environment Adjustment, and Academic Performance in College Students.ย I NEED 25 MORE PARTICIPANTS TO REACH MY GOAL; PLS HELP ME. My project is going to close at the end of the following week. Also, I want to thanks those who already completed my Survey; THANK YOU SO MUCH https://pace.qualtrics.com/jfe/form/SV_2t4OPKFl3dcrukt ย ",not_spam "I built datafix.io to connect data cleaners with people who need their data cleaned. There is a reward system for cleaning data as well as QA (with its own reward system). What do you all think? http://datafix.io",not_spam "Can't find any data on this, are any stats public?",not_spam "Does anyone have knowledge of a dataset that provides credible ivory prices (both legal market trading price and black market price) over time, ideally from the 80s to the present? By ivory I'm referring to that which has been poached. For a university paper. Thank you!",not_spam "About 5 years ago I worked with a dataset, I think it was experian gold or something had ids no names, but ~1000+ columns that were attributes Does anyone know what this is called? Where can I get a sample?",not_spam "I'm trying to analyse the UK stock market, looking for high/low p/e companies and earnings per share data, but it looks like Google's API won't allow me to download the revenue since 2018. I've tried using R and the quantmod package, but the data isn't there. Does anyone have a good method for scraping the data, or a site this could be got from?",not_spam As the title says! Ant help or insight would be appreciated. Thank you.,not_spam I'm taking a design of experiments class where we have a class project to analyze an experiment using ANOVA. Are there any readily-available datasets you guys know of that would be relatively easy to analyze? Thanks in advance!,not_spam "I am trying to locate a dataset with a collection of known advertising tracker scripts for a neural network that adapts to new trackers and blocks them automatically, anyone have any ideas or resources I could use to either locate or assemble one?",not_spam "Looking for labeled (or not) datasets containing pictures of wildfires. Thanks!",not_spam "Hey there, I'm trying to download or otherwise get my hands on the CDC's BRFSS data set for 2019. Its not available for download as an R file. I tried downloading it as a SAS and SPSS file and converting, but I'm not having luck for some reason. Anyone have any pointersโ€”or simply the file itself? Thanks!",not_spam "I'm looking for data on both/either revenue/number of passenger data for flights to/from JFK -- LAX. Couldn't find any specifics on the Department of Transportation's website. Thanks in advance.",not_spam I am interested in finding some datasets on the African Continent so that I can start working on one of my non-profit projects. Can anyone help me out or point me towards the right direction? Thanks!,not_spam "Just need it to be 50+ observations with at least with at least 5 variables (at least 2 being categorical and at least 2 being quantitative). Maybe gender and race as the categorical variables? I'm new to this. It's my first applied stats project where I need to find my own data. Maybe I'm not looking in the right places? Any help would be great. Thanks!",not_spam ">Electrophysiological data from implanted electrodes in the human brain are rare, and therefore scientific access to such data has remained somewhat exclusive. Here we present a freely available curated library of implanted electrocorticographic data and analyses for 16 behavioural experiments, with 204 individual datasets from 34 patients recorded with the same amplifiers and at the same settings. For each dataset, electrode positions were carefully registered to brain anatomy. A large set of fully annotated analysis scripts with which to interpret these data is embedded in the library alongside them. All data, anatomical locations and analysis files (MATLAB code) are provided in a shared file structure at [https://searchworks.stanford.edu/view/zk881ps0522](https://searchworks.stanford.edu/view/zk881ps0522) Miller, Kai Joshua. (2016). A library of human electrocorticographic data and analyses. Stanford Digital Repository. Available at: [https://purl.stanford.edu/zk881ps0522](https://purl.stanford.edu/zk881ps0522) Creative Commons license",not_spam "Hello everyone, me and my friends are looking for a data set of average expected short rate over 10 years or anything similar. We are trying to compute term premium in the Euro area but we haven't found this data after looking for it for a WEEK. Any nudge in the right direction would be greatly appreciated. With nowhere else to look we turn to REDDIT FOR SALVATION.",not_spam "World cup data, national team data, champions league data, individual player stats, all would be useful, even if from different sources. Thanks in advance.",not_spam "Currently working with several datasets relating to the production and trade of commodities in Turkey. One [dataset](https://comtrade.un.org/data/) uses HS commodity classifications, while [another](http://tuik.gov.tr/PreTablo.do?alt_id=1066) uses PRODTR - a nomenclature based on PRODCOM, but with some variations. My aim is to combine the datasets into one json-like object that can be queried by commodity codes in either nomenclature and return the attributes from both original datasets. In order to accomplish this I have tried using several correspondence tables obtained from [Eurostat](https://ec.europa.eu/eurostat/ramon/relations/index.cfm?TargetUrl=LST_REL), but with limited success. I know this is probably a long shot, but if anybody has experience working with the PRODTR nomenclature or has tips on dealing with imperfect commodity classification correspondence tables, I would greatly appreciate your input.",not_spam "Hi All, this is my first time posting in this subreddit, so I hope this post is acceptable. I have spent considerable time scouring my university's JSTOR database, Kaggle, and even this Subreddit to try and find the data I need...all for naught ๐Ÿ˜ฉ What I'm trying to find is a breakdown of rideshare (uber, lyft, etc) volume by U.S. city. I am ok with anything from the full raw data set or even just a basic map showing the number of rides per city in a given year. Any help on this would be greatly appreciated.",not_spam "Does anyone have anything like this? Like this shirt is similar in color to this shirt, or something",not_spam "Hi can I get any healthcare data set for tableau in excel. Thanks",not_spam "This could be worldwide or specific to a country, whatever source you can find.",not_spam "I need to give a database workshop, and I need a multi-table dataset that is small enough to fit in a virtual machine. However, I would like to have the data more interesting instead of Pet or Video stores, book library or <gasp> another address book. Looking around, and while much of the scientific data sets are definitely interesting enough to play with, I haven't found anything less than a Gig. Suggestions? My requirements: * 2 - 5 tables with foreign key (gotta use join, right) * 10 to 50 Megs (roughly) * Variety of data formats Thanks! X-Posted from /r/database",not_spam [https://www.liquidata.co/blog/2019-10-09-where-is-the-data-catalog/](https://www.liquidata.co/blog/2019-10-09-where-is-the-data-catalog/),not_spam "I am looking at the Wikileaks publication of 9/11 pager messages. These were allegedly captured by the NSA. The dataset encompasses a 24h period around the attacks of 9/11 2001. Some online sources point to 570 thousand messages but I only count 448358 lines.",not_spam "In order of decreasing importance: * name * platform * release date * publisher I didn't think this would be so hard to find, but my efforts so far have been fruitless. Thanks for reading.",not_spam " im looking for a dataset which contains archives for first level support tickets/ or helpdesk questions and answers can some one point me to one ?",not_spam "I was recently reading the original gSpan paper ([https://sites.cs.ucsb.edu/\~xyan/papers/gSpan-short.pdf](https://sites.cs.ucsb.edu/~xyan/papers/gSpan-short.pdf)) and they mention a chemical compound dataset. I was wondering if anyone happened to have a copy, as the link in the paper is dead",not_spam "Hello, I need a dataset/database for all employment types from A to Z. I checked some popular platforms like kaggle, but I couldn't find anything. Did anyone find something like this before and would you share it with me? &#x200B; Types like: all of developer positions, java developer, software developer etc, or automative engineer or spacecraft engineer, all kind.",not_spam "Does anyone know of a centralized DB of those Common Data Sets that Universities in the US have to fill out? I know a ton of school rankings are based off the data in these Common Data Sets, but I can't find any places that index each CDS.",not_spam "Is there any way to get solar irradiance (W/m2) forecast data/previsions for tomorrow? Websites like weather underground have information about today's and past solar irradiance, but I would like to get the forecast (from weather services) for tomorrow. I've searched everywhere and can't find this information.",not_spam "Hi everyone, &#x200B; Can someone suggest to me some real-world datasets for anomaly detection? I have surfed the web enough for this and I am looking for those unique datasets for specifc domain (be it fintech, adtech or edtech) which have some tested anomalies.",not_spam "Anyone know if raw data used by the Rat Information Portal is available? Ideally a table or tables where rows correspond to events like sightings, reports, etc. I can only find **aggregated** raw data by zip code on the site. [Link](http://www.nyc.gov/html/doh/html/environmental/disclaimer.shtml)",not_spam I want to analyze the academic performance of students during the pandemic to see how the pandemic has effected it. Any idea on where I could find this information? Any help would be greatly appreciated.,not_spam "Hi guys, I am looking for a **dataset that contains** apart from the ratings, user, and/or item features **ALSO** the **recommended items**. I am currently studying the effects of recommendation strategies.",not_spam "Looking for individual game odds, historical data, and outcome for college basketball. Exist?",not_spam "Hey guys ! Require a data set for hand gesture recognition using flex sensors and accelerometer.",not_spam "Hi all - I'm trying to practice working with JSON files, I thought a good place to do this would be with bigger datasets where I'll use the data in some way (arbitrary) - is there any place I can find some good datasets for this purpose? Thanks for any help!",not_spam "I've been looking everywhere, and I can't seem to find any datasets for the detection of cancers in cats. There are a ton of datasets available for humans, and I even found one for dogs / canines, but I can't find anything for cats which is rather depressing.",not_spam "Looking for a dataset of infant cry, hopefully labelled with the reason of the infant cry for a project I am trying to do! Thanks!",not_spam I want and looking for some interested scholars to work on coronavirus through data mining techniques.,not_spam I want to make a heat map of some sort that shows the most common language of that area excluding English. The more specific the area the better. Ideally having it block by block would be great so you could see neighborhoods in cities but by Zip works too. If anyone knows of any data sets that may be useful let me know!,not_spam "Hi, I'm looking for a dataset which includes neutral tweets, to be used during training of a naive bayes classifier. So far I have found the Sentiment140 dataset which includes 1.6 million tweets (800 000 positive/negative). I would like to have a third sentiment, for neutral tweets. &#x200B; Do anyone know where I can find such dataset? I found T4SA dataset but unfortunately you need a password to download the dataset. &#x200B; Much appreciated, Nowarez",not_spam "Is there a dataset available with food ingredients like salt, bread, egg images so that I can use it to create recipes?",not_spam "I'm looking for a dataset containing statistics for seasonal influenza: - number of new cases per day - number of new deaths per day - total cases and deaths per year - by country and US states I know it's difficult to calculate this because there are so many unreported or asymptomatic cases of influenza and cause of death is often attributed to other ailments. There is a lots of data for COVID-19, I'm surprised the same detail in data is not available already for seasonal flu.",not_spam "So I'm learning R to analyze census data from my city among other things and I'm hoping that with practice, this can help me find a viable business to start in my area. Backstory aside, sorry mods if this isn't worthy of its own post. How should I arrange my data? My intuition says make a CSV file but I have like no experience with R yet ive just dabbled in the first parts of the swirl courses.",not_spam "API: http://www.quandl.com/help/api-for-stock-data Via Web: http://www.quandl.com/stocks Feedback welcome and appreciated.",not_spam "I'm trying to get the total geographic area of each census block from the 2010 decennial census, for use in a crosswalk. Using data.census.gov hasn't been much help here.",not_spam "Is there any existing data set that would allow me to see which public schools an address would be zone in? Specifically, Utah and Arizona",not_spam "I want to have an up-to-date data set of the most popular songs in the US over the past few years. Basically I want to find ""trendy"" lyrics, or phrases that are memorable and people recognize them. For example, a lot of people would recognize these phrases: ""shake it off"" ""0 to 100 real quick"" ""numa numa"" ""under my umbrella"" ""slim shady"" ... how do I find more? I could go scrape billboard.com for the top songs every week over the last 10 years and go from there, but my web scraping skills are bad. Does anyone know a good way I can do this?",not_spam "Anyone knows where I can get about a years worth(more is better) of twitter data. I want to mine the text in twitter at the user level and study it . Lotsa folks have told me that the API is the best way to get around this... but I dont know how to write an API call. Advice?",not_spam "Hello, I wanted a dataset of satellite images showing carbon emissions in various parts of the world, didn't find anywhere on the internet.",not_spam "Anyone know where I can find the \*actual\* data backing this NOAA [Earthquakes of the 20th Century](https://sos.noaa.gov/datasets/earthquakes-of-the-20th-century/?fbclid=IwAR24j72K5H9U2P1-6CuEmC8cEl-ec0NiHfPq9EoyoCmDtGVyWz6eAZUzXEw) ""dataset""? &#x200B; The closest I can find are some pre-processed PNGs with imprecise renderings. Where can I find that actual data they used to render these? Why isn't it published?",not_spam "Hi There, &#x200B; I am in my first semester of a Master's of Science in Business Analytics program at a university in Massachusetts. I have been assigned a project in my Data Mining course where I am expected to present a business problem and how I would solve this problem. I was hoping to find something that I am interested in and not some boring dataset through Kaggle that I have no connection to. Ultimately, I would like to find something connected to the success of Starbucks but I have fallen short. Is there anyone out there that could lead me in the right direction? I would like to find a useful dataset in Starbucks, Dunkin's, Tim Horton's, etc.. I have an interest in coffee since it's a passion of mine, but also something that seems like a booming industry. I am interested in many other avenues so if you feel like you have something worthwhile, please post, this is just something that I thought would be plentiful!",not_spam "Hi there, does someone know where I could find a database for 3D objects? The data format is not important. Otherwise, does somebody know if it's possible to use one of the big 3D printing sites for this? Any hint and help is very much appreciated!",not_spam I'm looking for a dataset that is used by https://www.startups-list.com/ and https://angel.co. Any ideas where could I get such dataset?,not_spam I am working on text classification. I am interested to work on covid-19 tweets. Can any one suggest which type of information is helpful from the tweets? I will create some labeled datasets and please give some ways for creating labeled datasets. Suggest some other example methods related for creating datasets.,not_spam "I'm after a dataset(s) that gives me the last 400,000 years or so of CO2 in the atmosphere, as well as global temperature for the same period. I have an assignment due shortly and I'm struggling - the ones I've found are a bit messy so I'm hoping Reddit can help me find something a bit more use friendly. Hit me with anything you've got, I feel like I've tried bloody everywhere.",not_spam "Hi all, I am creating a classification model for NSFW gore images . Just wanted to know what could be a good source to get the images for dataset.",not_spam "Has anyone found a good broad geotagged photo dataset replacement instead of the now offline Panoramio? I'm at a loss and have gone as far as to use archives of Panoramio from 2015 but I'm sure better free datasets *must* exist. I've also found some very specific datasets restrained to specific cities or counties, but what I'm looking for would be much more broad, even if it contained fewer images.",not_spam I'm looking for a data set that contains vibration recordings for HVAC's. It would be a big plus if the data set contains vibrations from a failing HVAC. Thanks!,not_spam Hi guys can I know is there any way to scrape data from subreddit for more than 1000 recent post??? It is for academy purposes. I did try Praws but it only 1000 data,not_spam "Hi, so the title I guess says it all. I am planning to fine-tune GPT2 in order to generate scientific text. I was preparing a scraper to get abstracts from PubMed but I figured I would ask here in case someone already collected this kind of data. Thanks",not_spam For a project I need to create graphs depicting temperature change over time in california and would like data showing average per month or yearly perhaps. Thanks for any help or tips I cannot find this data anywhere,not_spam Just curious what types of problems others are having at collecting enough data for their object detection projects. Especially when you need to still classify and balance.,not_spam "Does anyone have a good source for roadway and traffic datasets? Road closures, traffic conditions. I am trying to put together some short simulated data for a number of things and would like to overlay 10 minutes or so of real US traffic data from several parts of the country. I'm not worked with traffic data before, can anyone recommend a source if it exists?",not_spam I tried looking for such data here but all the posts I found only had broken links,not_spam "I am looking for a dataset that contains names of neighborhoods to add to a map visualization in tableau. Are there any such freely available datasets? Google maps contains this information, but i don't know if this can be imported and/or brought into tableau. Thanks",not_spam Every county has a set fee for recoding property deeds. There are also separate fees for recording mortgages. Any idea where I can find this data?? Thanks,not_spam "Hey! The recent weeks I always get in top the statistic rating videos from DataIsBeautiful and similar and I was wondering, how are these videos made. I know that the tool is flourish, but where do they get such datasets and so updated? Everything there looks pretty amazing and I donโ€™t believe that anyone would do their own datasets for that. Statista doesnโ€™t have such timelines and other websites are out of date. Any ideas where to find it?",not_spam "I'm trying to find the demographics for the California election results, particularly from 1988.",not_spam "I have two datasets that contain information about retail stores. Dataset 1 contains a unique identification number for each store, address, city, postal code, and store name. Dataset 2 also contains similar information as dataset 1. However, this dataset is sourced from a third party and all the unique identification numbers are different. Additionally, the address and store name fields may have differences in spelling/formatting. Is there a way to use some form of advanced analytics to match the two datasets? Both datasets are roughly 20000 rows.",not_spam "Hi everyone, I was looking for historical financial data like financial ratios, Assets, liabilities, etc. for US companies, but couldn't find any reliable source. Does anyone know where can I get this historical data? Thanks!",not_spam "Hey all, I am looking for a dataset of examples (posts, tweets, whatever) of cognitive distortions / negative thinking patterns, with no luck so far. Maybe someone has seen a study that used a similar dataset or in general something interesting around the subject (I have seen a couple of research projects, but not too many that were very promising). Also, any datasets around subjects of mental health, CBT, negative self-talk...",not_spam "I am attempting to graph Various astronomers contribution to the field vs how famous they are. We are talking about several 1000s of people. Using https://ui.adsabs.harvard.edu/ and their API(https://github.com/adsabs/adsabs-dev-api) I am able to measure contribution. I still need to measure fame. After looking around a bit, the usual way seems to use the count of google results. However, I am not able to get that data from Google. Google sheets cannot use importXML on google search anymore and google's search api is limited 100 searches a day. Any ideas about how to get my needed data?",not_spam "Hey all, Trying to teach abstract data modeling and would appreciate a CSV or XLS of some sort of firearm catalog with manufacturer and specs. Or Firearms/ tanks / aircraft/ military equipment, plus some specs, plus appearance in war X. Tldr: some sort of military or military history data set with several dimensions. Thanks in advance.",not_spam " Hi community :) I don't know if this is the right subreddit, please excuse me, I'm new in the hole data game. I'm searching for some cost of capital data for my bachelors paper. Do you know a website with some data of companies from 2011 to 2017 or longer. It's really hard to find something, but may I have better luck with good old reddit advise. :)",not_spam "I'm just kicking off this project with a friend. I've spent 4 years in the personal data space and he's spent 5 years on security teams. Thoughts from supporters, users, critics would be great. [https://www.thekanary.com/](https://www.thekanary.com/) 1. Verifiable by sharing sites scanned, info found, and aggregate progress / improvement 2. Doesnโ€™t claim to secure accounts that already have large security teams and privacy settings settings 3. Free 4. Actionable so you can request information be taken down, report incidences to the government, participate in class action claims, know if a site re-posts information it shouldnโ€™t 5. Works with minimal information like email",not_spam "[https://github.com/placemarkt/wiki\_coordinates](https://github.com/placemarkt/wiki_coordinates) I shared this a couple months ago, but recently discovered a bug that was leaving a bunch of locations out. This current version has 1,175,381 coordinates. I've also added short descriptions for articles (where possible).",not_spam "So i am trying to eat better and i want to do the geek approach of recipes. need a data set of recipes to play with them a bit. I just need the ingredient so i can build lists, work on a particuliar ingredient i have too much of, try to get a price.... etc. edit: it's obviously a request, but can't edit that title. ",not_spam "Does anyone know where I can find historic data of the daily closing values of the major stock indexes (Nasdaq, Dow, s&p500) as well as the sectors within the s&p500? ETFs would be fine for the sectors. I'm hoping to get at least 20 years worth, and the more the better. Obviously it would be ideal if it is free but I might be willing to pay a little bit if there is a good API or something. Any help would be greatly appreciated!",not_spam "I need help with how to collect user interaction data from my website. Data such as keypress, mouse clicks, scrolls. can anyone pls explain Thank you",not_spam "We need to work on a dataset with the following objectives 1. Build ER diagrams 2. Should be able to run complex queries 3. Do data analysis on the data which can be considered as good research We are recently introduced to SQL. We have to use MySQL to perform all these activities.",not_spam "I wanted to play around with generating game maps based on real-world data. So I'm looking for a dataset with some basic information about the world. What I need is height information, country borders, and terrain information. With terrain information I mean where forests, water, deserts and such are. Maybe also some information about where cities are. Though exact buildings and roads are too detailed I think. I was looking at the OSM maps, however there is too much data. The whole dataset is 50GB, which seems excessive. So is there a more modest dataset I could use?",not_spam "Hi everyone, ahead of our teamโ€™s Christmas party Iโ€™m searching for any fun Christmas related dataset, like candy consumption by Christmas Day by country by candy type, or Christmas jumper or anything else Christmas. Would anyone know the best data source that we could use? Thanks!",not_spam question,not_spam "For example: from whiterun to riverwood there's a 5 min walk time It's a complicated set to organize on its own XD I don't think this kind of data would even exist. But on the off chance it does, I would love to practice python programming with it :)",not_spam 2 years ago there was a Game Data Mining Competition organized by NCSOFT. The data was 100GB of game logs from 10.000 players. The competition website is no longer active ([https://cilab.sejong.ac.kr/gdmc2017/](https://cilab.sejong.ac.kr/gdmc2017/)) and I cannot find this dataset anywhere. The papers from the teams that participated look interesting and I would like to replicate some of those results.,not_spam "Looking to analyze the impact of Covid-19 on education in school-going children in developing world. Appreciate any leads on availability of Internet/Laptop, or technology platform by country.",not_spam "Hi, guys! I would like to work on a personal ML project on Aurora Borealis (Northern Lights)/Australis visibility prediction. So far I figured out I should look for Kp/Solar flares datasets. If you have any knowledge about any useful datasets, pretty please help a fellow in need! \^\^",not_spam "Hello there; I am looking for a simple, yet hard to find, dataset for a mini-project I am working on. Basically, the dataset consists of a list of images which are defined by tags. An example of this dataset would be: |ID|Tag| |:-|:-| |1|Cat, Garden.| |2|Baby.| |3|Person, Selfie, Smile.| |4|Table, Laptop, Speaker.| ## Please, note that I am only looking for tags not actual images. Thanks in advance!",not_spam "I'd like as comprehensive a list as possible of international events between the US and other nations, in some machine-readable format (e.g., CSV). I'm flexible on what other information is in the dataset, but it should at minimum have the other nation, the year of the incident, and some kind of descriptive label for the incident. I'm most interested in the history between the US and Iran right now, so that by itself would be great. However, a fuller list would be even greater. Time range is flexible, though I hope it would go back to at least the 1960s or 70s.",not_spam "Does anyone know if there's a decent-sized corpus of documents (Word, Excel, PowerPoint, PDF) available? ",not_spam "Does someone here know, where I can retrieve financial (fundamental) company data, of non stock companies. Iโ€˜ve already found a pretty good dataset on google datasets (kaggle), but I need a bit more up todate and more precise data, preferably for Germany. A good API with a subscription, would also be an option, but it shouldnโ€˜t be too pricey. Thanks a lot in advance.",not_spam "Hi guys, I was wondering if you guys use marketplaces to buy datasets? If the answer is yes, which one do you use? and why?",not_spam "At my old job, it seemed like every few weeks Iโ€™d have a new project with a new dataset. The hardest part in my job was understanding the data not completing the project. I created a tool to solve this and Iโ€™m hoping to find beta users to give it a spin! Itโ€™s one location to store meta-data, common questions, and analysis associated with a data table. It requires manual uploads in current state so itโ€™s ideal for smaller teams. If anyone is interested in trying it please let me know. :) The website is datalogz.io",not_spam "There's this old Kaggle competition, https://www.kaggle.com/c/pf2012/data : ""Practice Fusion Analyze This! 2012 - Prediction Challenge"". The dataset is of 10000 Real, Anonymized EHR, Electronic Health Records... very hard stuff to get one's hands on. A detailed description of the SQL tables are here: http://www.psychstat.missouristate.edu/aspx/DataFiles/PracticeFusionDataSetDictionary.pdf Pray, does anyone have a cached copy of this dataset?",not_spam Just as the title describes im looking for as much data on people falling/drowing/getting hurt,not_spam Can anyone guide me to a dataset for human temperature detection? I find a lot of articles on it but none of them provide a concrete link of a dataset. Does FLIR dataset have something useful?,not_spam "Dataset on Amazon's Top 50 bestselling books from 2009 to 2019. Contains 550 books, data has been categorized into fiction and non-fiction using Goodreads [https://www.kaggle.com/sootersaalu/amazon-top-50-bestselling-books-2009-2019](https://www.kaggle.com/sootersaalu/amazon-top-50-bestselling-books-2009-2019)",not_spam Can somebody share Crunchbase access with me? Happy to Pay. Or may be we can group buy Crunchbase pro? Their annual plan is too expensive for me I need it casually.,not_spam "Hi, I'm hoping that an a more aggregated dump of this exists: http://dumps.wikimedia.org/other/pagecounts-raw/2014/2014-05/ Any ideas?",not_spam "Any idea what kind of exploration I can do to this dataset? So far I thought to make a demographics on age, gender. To find reasons why patients undergo surgery, allergy tests, etc. Any other data exploration ideas? Dataset Link: [https://www.kaggle.com/tboyle10/medicaltranscriptions](https://www.kaggle.com/tboyle10/medicaltranscriptions)",not_spam "Specifically, I need a survival dataset (preferably health related) that includes at least 3-4 ordinal treatment levels and a likely confounder. Ideally the sample size would be between 150-200. If anyone knows of anything that first that description I would be very appreciative.",not_spam "I am looking for a data set with, say, the 5000 most used German nouns with their respective articles for the purpose of creating an Anki deck. The decks that I have found (e.g. these [https://ankiweb.net/shared/decks/artikel](https://ankiweb.net/shared/decks/artikel)) have too few words and also I would like to practice creating Anki decks automatically.",not_spam "Hello, I'm currently working on my master thesis in which i focus on big data solutions (SAP HANA in particular). I am in need of a decently sized (preferably few milion rows in fact table) data sample with some sort of transactional data for development of a business scenario. Preferably something related to retail since that's what I'm most familiar with. I've been trying to find some sort of sample set for quite some time, yet most of them are not available publicly / contain small sample sizes. Vertica's sample (https://my.vertica.com/docs/4.1/HTML/Master/1833.htm) is more or less what I'm looking for, sadly it's not available to public. I'm looking for something containing huge fact table along with few dimension tables. Any help/tips will be appreciated.",not_spam "There is a math model of how much product street vendors should buy called the [News vendor model](http://en.wikipedia.org/wiki/Newsvendor_model). I am trying to figure out which distribution of sales do street vendors actually have. As in are the sales on any particular day normally distributed? To do this I would need a data set of ""Fruit sales by street vendors by day"" or something like that. But I cannot find one, Do you know a dataset that might do? ",not_spam "I don't want any extra data. I know there are databases like MusicBrainz, but those files are massive and contain lots data I don't need. (Multi-gigabyte files can be problematic so I would prefer a more streamlined dataset.) I just want to match song titles to albums. Any suggestions? ",not_spam Pretty much in the title. I want to compare use in the different vaping brands. Anyone have any idea on if there is public data on this available? So far I just have the Population Assessment on Tobacco and Health (PATH) and National Youth Tobacco Survey (NYTS).,not_spam "Hi, I'm planning to make a **chatbot** (about **mathematics subject Q & A** ). It helps the students to get a correct decision about mathematics subject *I'm in search of a dataset that helps my bot for learning.*",not_spam "I tried searching on Kaggle, but I keep getting this error ""Too many requests"".",not_spam "I've been trying to find a good ambulatory EHR dataset that's free and without horrible licensing restrictions. NAMCS was close to what I want, but it's a survey format and not quite there (not to mention the data files provided by the CDC are horrible... self extracting .exe's?). So, I built a [patient data generator](https://github.com/johnschrom/patient-data-generator) that's based off NAMCS, and then made a set of [300k patient records](https://github.com/johnschrom/ambulatory-ehr-data) using that generator. This uses sampling weights provided by the CDC to make the data representative at the state-level for most states, and adds some slight randomness to continuous variables (so you're not getting the same patients over and over again). I've seen similar requests come up here before, so if you're looking for ambulatory EHR data and are ok with it being generated from a survey, then have at it :) I'm also open to comments/feedback/PRs/etc.",not_spam "Is there any open data sets of employee satisfaction surveys? For example, how happy are people with what they're doing, do people feel like they have room for career advancement? Thanks!",not_spam "I am looking for a dataset that contains recommendED items to the user. Any idea?",not_spam "Hello everyone. I'm working on a project but I'm having trouble at training model due to the lack of dataset. I try looking through many sites but they either contain mixed-up data or don't have what I need. If someone has worked through this in the past, I would very much appreciate your help. I promise I will only use this for study purposes.",not_spam "I am looking for data on various cryptocurrencies' (e.g. BTC, ETH, ZEC, BTG) wealth distribution, i.e. what percent of the total wealth do the top 1-10% of non-dust addresses hold? I came across this [site that gives some such data for Bitcoin](https://bitcoinprivacy.net/stats/1000.0), but am hoping to find others for comparison. If anyone could point me in the right direction, or is interested in collaborating on this project that would be awesome. Thanks.",not_spam "Hi everyone. I'm new to word2vec, and I am currently working on an NLP project. My dataset that i am working on is on whatsapp conversation, currently training on my own conversations. I am from Singapore, and we speak English. However, our conversational language isn't really perfect English, but a variant / simplified form ('singlish'). I'm always confused how to obtain a trained word corpus online, and does anyone know where I can obtain a word corpous for ""Singlish"" language? Thank you.",not_spam "If you are looking for free / open / public datasets related to life sciences or healthcare, you can check out this website: [https://www.h4intelligence.com/data](https://www.h4intelligence.com/data). Data types include 3D structures of biomolecules, agriculture, biomedical literature, census, clinical trials, diseases, drugs & compounds, ecological data, EMR / EHR / PHR, epigenomics, genomics, images, interactions, metabolomics, pharmacogenomics, proteomics, public health data, relationships, toxicology, toxonomics, transcriptomics, and videos, etc. \[self-promotion\]",not_spam "Hi I'm looking for data about passengers demographics by airport, I know OAG is one of the top providers of air travel data, but I don't see anything about them providing the info I need. If anyone of you can point me on the right direction, I would truly appreciate. Thank you.",not_spam "Hi everyone. I'm looking for data sets that show connections (of different types) between countries. To give some examples, here are some things that I have already found: * [Database of international flights](https://openflights.org/data.html#schedule) - shows frequency and strength of transport connections between countries. * [International trade data](https://comtrade.un.org/data) - shows volume (and type) of trade between countries. * Scopus: shows international research collaborations. In general, I'm interested in measuring the strength of connections between countries, in different dimensions, e.g. economic, social, political. So ideally I need data that shows, for each country, its connections with other countries. I don't need anything below national level, but sub-national data obviously is good because I can aggregate it up to the national level (e.g. by grouping flights from all cities within a given country). So I was just wondering if anyone knows of any other data sets that fit this description? I'm really open to anything, and may have a (modest) budget for buying some data. Thanks for your help!",not_spam "Hello everyone, Guys where can I get the actual dataset for currencies? I'm interested in doing some forecasting So if there is something like quandle that would be great)",not_spam "Does anyone know of a dataset with viewers by episode for tv shows? I saw [this graph](https://upload.wikimedia.org/wikipedia/en/timeline/5edf5452601e47e9dc4c51030ddab66e.png) for Game of Thrones on Wikipedia and wanted to see how they compare to the [all time top 10 tv shows](https://www.cheatsheet.com/entertainment/the-most-watched-tv-series-finales-of-all-time.html/). The graph is crediting Nielsen, but what's the deal with them? They're showing this week's numbers publicly on their homepage but I can't find their dataset for download anywhere..",not_spam "This is a very long shot: Does anyone know of a dataset that consists of Dutch texts, aimed at people are learning to speak Dutch? The set should include to what language learning level it is targeted at (A1, A2, B1 or B2). I need it for a university project where we try to train a classifier to predict the language learner level of Dutch texts aimed at Dutch language learners.",not_spam "**Site:** https://files.pushshift.io/hackernews/ The format of the files is ndjson. Each json blob has a ""type"" parameter to specify if it is a comment, story, poll, etc. This is a complete historical dump of Hackernews. Monthly updates are planned including a possible search API at some later point. Please let me know if you have any questions!",not_spam What methods or statistical tests are used to illustrate a causal relationship? ,not_spam I need a pretty big dataset consisting of random signatures for signature analysis. Can you guys help me out?,not_spam "Hi All, new to this subreddit but I'm looking for datasets that are relatively large in nature (preferably above 10,000 entries in each) and have overlapping identifiers (e.g. Zip code, birth year, etc.). The datasets do not need to be for a specific topic/area.",not_spam "I'm looking for a data set of probability problems possibly with answers. The probability problems would hopefully contain problems pertaining with deck of cards with replacement, something similar in that nature. Thanks!",not_spam "https://files.pushshift.io/reddit/comments/ is a great dataset for past years of reddit comments, but they don't have any datasets for 2020, unfortunately. Is there a similar dataset that is up to date?",not_spam "Hey guys, Iโ€™m a graduate student working on a quantitative research project for school. I was wondering if anyone had any tips at how to access the Parler data cache. Any tips or advice would be greatly appreciated. Thanks!",not_spam "Is there a way to get informations like date and time, upvotes and names (UserID) as recent as possible without requesting the reddit site and storing this information yourself. TL;DR: I am searching for a Reddit database access or something similar ",not_spam I am a beginner data scientist. I have been working on projects for a couple of years now and I have put together a fair amount of datasets by scraping the web. Is there a place where I can sell my datasets for money?,not_spam "I am looking for datasets related to the uses of Accounting information system (AIS) anything well be welcomes and thanks in advance even hints to where can i find them are welcome please thanks \^\^",not_spam "Hello, To create a performance dashboard I need to find a sales database of a (sample) company that preferably has the following: - Multiple products - Historic and current sales - Preferably some budget values - Preferable some other Key Performance Indicators of a company I'm sorry if this isn't the right place to ask this but I have a hard time finding a database like this and came across this subreddit while searching. Any tips on where I can find one are greatly appreciated. Thanks a lot in advance!",not_spam "The following article shares a dataset of collected moral dilemmas shared on r/AmItheAsshole as well as the judgments handed down by the community: https://blog.dvc.org/a-public-reddit-dataset The article also explains how to get such a dataset for a subreddit, and some things you can do to research its content.",not_spam "Hi r/datasets, I recently wrote a series of articles where I scraped keystroke latency data from Typeracer ([www.typeracer.com](https://www.typeracer.com)) by reverse engineering the race playback engine and then performed analytics. You can find the articles at the following links: Part 1: ([https://medium.com/@jarryxiao/data-mining-typeracer-part-1-b32817e65b03](https://medium.com/@jarryxiao/data-mining-typeracer-part-1-b32817e65b03)) Part 2: ([https://medium.com/@jarryxiao/data-mining-typeracer-part-2-5bfd0726f87e](https://medium.com/@jarryxiao/data-mining-typeracer-part-2-5bfd0726f87e)) Part 3: ([https://medium.com/@jarryxiao/data-mining-typeracer-part-3-d71581e25341](https://medium.com/@jarryxiao/data-mining-typeracer-part-3-d71581e25341)) You can find all the code (scrapers, database schema, and analytics) at [https://github.com/jarry-xiao/typescraper](https://github.com/jarry-xiao/typescraper). Feel free to make pull requests to add features or fix bugs! If people are interested in a more complete data dump, please reply in the comments or DM me. I would love to see a full scrape of the site, but my Macbook Pro doesn't have anywhere near the necessary amount of storage.",not_spam "Looking for a DB/csv of all zipcodes and the states they belong to. Thanks!",not_spam I often need to normalize text (company names) for deduplication. Would be super useful to normalize the string by expanding all acronyms using a database of acronyms and expanded phrases. Anyone have a lead on something like this?,not_spam "If a person was hired as freelancer in data collection, how much he/she should charge in American dollars USD per record if there was 5 fields for each record?",not_spam "Yes, I got this idea from the TIL post. The [Pizza Principle](https://en.wikipedia.org/wiki/Pizza_Principle) is a phenomenon where NYC pizza slice costs have historically matched NYC subway fares. Does anyone know where I could find some data on this that includes both variables over time? I think it would be a really fun example for a statistics class I'm teaching. So far I've only really been able to find things that refer to a single time point. Cheers!",not_spam "I want a dataset with posts categorized to categories like: sport, politics, economics, art etc.. If there is no such dataset i'd be glad to work on one if someone is willing help me",not_spam I NEED A COLLECTION OF COMPANIES RELATED TWEETS BACKED TO 3 YEARS FOR SCIENTIFIC RESEARCH,not_spam "Hello. I previously have found a site that sells spatial data. Package costs around $100, but I forgot the website and cant find it anymore (even in my browsing history). I hope you could help me find it. Here's a description on what I can recall: \-They sell spatial data (includes airways, buildings, households) \-They sell each data based on country and category. You may check the checkboxes of your choice. Example: i want household and buildings in Iceland, so I will pick Iceland then check only household and buildings checkboxes, and the price will update accordingly. \-They provide sample data ( I got sample data from a region in Iceland, I just cant find the file anymore) I hope somebody could help me find the website. Been searching for hours, and I really need it. If I really cannot find it, perhaps other cheap source of somewhat reliable dataset would definitely help. Thank you in advance. :)",not_spam Iโ€™m making a machine learning app for a school project where users upload a picture of possible bed bugs infestation and I want to create with tensor flow lite but I can not find a dataset can anyone help me :/,not_spam "Hej, I am in search of a global dataset that collects data on casualties in conflicts. It seems like there is not much more than the UCDP data (Uppsala University) which has a threshold of 25 deaths for a conflict to be included in their data. &#x200B; Does anyone has a hint for more detailed data? &#x200B; Thanks!",not_spam "Hello everyone, I'm wishing to research about fertility intentions and family planning before and after the Arab Spring in countries that have experienced it. Therefore, I am looking for a dataset that has at least two waves (before and after 2012) and that has been collected in at least two of the following countries: Tunisia, Iran, Egypt, Morocco, Sudan, Somalia, Iraq, Jordan, Yemen, Lybia, Syria, Kuwait, Algeria, Oman, Bahrain, Saudi Arabia. Do you know any sources I could use? Thank you :)",not_spam "Hey guys, I'm not sure if this is quite appropriate to ask. But I'm looking for a certain data visualization. It's really old, and details causes of death during a war I believe, it showed that a lot of differnet deaths were caused by diseases that could have been remedied by washing hands and how powerful data visualizations are",not_spam "I'm making a model that checks for correlation between a user inputted dataset, and many many other datasets, it keeps the most correlated datasets for use in another model (CausalImpact). The idea is for this to be automated, so it will cycle through a load of stock price datasets, keeping the ones that are most to correlated to the dataset the user is interested in. But I'm also looking for a ton more, this is my first data science/software dev project so not sure where to look, they ideally need to be have one data point per day but this is not strict, some ideas are as follows: Weather Temperature Rainfall Bitcoin fear/greed index Country spending Its fine for them to be totally unrelated as their correlation will fluctuate each time the tool is used. 1) Can anyone help me think of ideas? 2) does anyone know of any APIs that can pull the data in?",not_spam "Long story short I am running a series of tutorials for my co-workers and thought it might be interesting to build a simple machine learning model (most likely sklearn). I have created a basic RandomForestClassifier to predict a NBA players position based on their stats (Like I said, very simple). But I was wondering if anyone had some more 'fun' datasets, I was thinking maybe a survey where the participants could then input their own attributes and see what the outcome is. Maybe it 'predicts' who they might vote for in an election, or their favourite type of music etc etc. Thanks in advance!",not_spam "I'm looking for financials on Women's Soccer, especially UEFA & in particular champions league. Revenue, revenue by team, budget, marketing expense, profit, etc. Finding it difficult to find anything broken down to that level not mixed with men's or other categories. Any good data sources or at least reports to extract from? I've got some students interested in analyzing for a university project.",not_spam Does anyone have a dataset of all ISO3166-2 country codes with provincial codes and names?,not_spam "Hey everyone, As the title says, I'm looking for a database relating to all types of investments/acquisitions done in the Israeli startup scene. I have found this website with search queries for companies and VCs [https://finder.startupnationcentral.org/](https://finder.startupnationcentral.org/) , but I can't figure out if I can download a cvs or excel version of all of the deals. Trying to do minimal data harvesing. Thank you!",not_spam "Kaggle won't let me follow along their competition [https://www.kaggle.com/c/two-sigma-financial-news](https://www.kaggle.com/c/two-sigma-financial-news) , does anyone have it or something similar? ",not_spam "Looking to do some analysis on football (soccer) transfers throughout the years, but finding good data that goes beyond the past 5 years is proving difficult. Any help would be appreciated :)",not_spam "Hey there, Currently i am dealing with a large amount of unstructured user related data. General data structure: User \- Browsing history \- Browser System Data \- Mobile Phone System Data (iOS/Android) \- Application Usage (Mac/Win) And everything which can be somehow derived from the above (interest in politics, hobbies, interest in products, and so on). All data is ongoing, means: User profiles can be watched overtime (possibility to detect if user ""attributes"" change overtime) My question is very simple and straight: What is the data worth? Is the data already ""sellable"" if there are only 100-500 users or do i need 10k+ users? Why is that so confusing? Because various sites publish different ""values"". E.g. [https://ig.ft.com/how-much-is-your-personal-data-worth/](https://ig.ft.com/how-much-is-your-personal-data-worth/) and [https://www.vice.com/en/article/j5dkmd/how-much-is-is-your-personal-data-really-wort](https://www.vice.com/en/article/j5dkmd/how-much-is-is-your-personal-data-really-worth)h say my data is worth only \[micro\]cents, while others like [https://pawtocol.medium.com/how-much-is-user-data-worth-f2b1b0432136](https://pawtocol.medium.com/how-much-is-user-data-worth-f2b1b0432136) claim its around 35$ per month ? Legal issues are being targeted by a lawyer, therefore i only need answers regarding the data value. Thanks in advance!",not_spam "Any pointers to a dataset / website with structured content on Travel Destinations? I am looking for data like weather, 'things the destinations are known for', popularity, travel season, 'things to do there' etc.. Granted, Wiki has this information, albeit in a rather unstructured way, meaning they have paragraphs under a heading, which may or may not exist for another destination. Think about making your own TripAdvisor which gives you a lot of information about a particular destination. How would you go about collecting all that information, if you did not have the resources to hire a content team or did not want to go the 'scraping' route. I need this information for about 1500 destinations. Any pointers appreciated. Much thanks !",not_spam ">This dataset contains estimates of power generation and economic breakevens for solar-power projects at various scales and installation costs in most communities in Canada. [https://open.canada.ca/data/en/dataset/7b569daa-59cd-4c14-8ffe-6bc8ebe8d8bb](https://open.canada.ca/data/en/dataset/7b569daa-59cd-4c14-8ffe-6bc8ebe8d8bb) It's a huge .csv file (170MB) and seems pretty detailed: The community's identification code in NRCan's Canadian Geographic Name Database Community name The type of community The province or territory the community is located in Latitude of the community Longitude of the community The closest latitude in the National Solar Radiation Database The closest longitude in the National Solar Radiation Database The type of array modeled A solar project that would help power a home (5 kW) A solar project that would help power a business (200 kW) A solar project that would help power a community (200 kW) A solar project whose panels are on fixed mounts and would sell power to the grid (50 MW) A solar project whose panels are on tracker mounts and would sell power to the grid (50 MW) How economic was modeled on an hourly basis, flat rate or time of use A fixed rate, which does not vary by time of day A changing rate that varies as demand rises and falls at different times of the day Whether provincial tariff costs are applied to utility-scale projects Tariff is applied Tariff is not applied The capacity of the project The amount of electricity generated in the project's first year The amount of electricity generated during the winter in the project's first year The amount of electricity generated during the spring in the project's first year The amount of electricity generated during the summer in the project's first year The amount of electricity generated during the fall in the project's first year The time period of the assumed installation costs, either now, the near future, or in a low-cost future The cost to install solar projects today The cost to install solar projects in the near future as costs fall a modest amount The cost to install solar projects in a low-cost future, where costs fall even more over the long term The solar project's breakeven price in dollars per megawatt-hour The $/MW.h cost of purchasing electricity from the grid in the case of residential, commercial, and community projects. The price at which electricity currently sells at for utility-scale projects The solar project's breakeven price in cents per kilowatt-hour The ยข/kW.h cost of purchasing electricity from the grid in the case of residential, commercial, and community projects. The price at which electricity currently sells at for utility-scale projects &#x200B;",not_spam "Hi, all I am working on a data project about chocolate bar reviews, and am trying to track down data about the beans that are grown into them. I have lots of data on the location, and the region they were in, but I am wondering if there are datasets related to these weather patterns in them. My data is from 2006-2017, if anyone knows anything, please do share :)",not_spam " I'm a university student and I'm trying to find a dataset on which I can apply data mining algorithms and techniques. Basically, it should be an all-encompassing database, such that things like student's health, dropping out stats, admission stats etc. all is from a COMMON body of people and not separate. The thing is, we're looking for a dataset which is kind of ""individual"", i.e that it has responses separated by students and not collated together. We want to analyze those by using algos like apriori algorithm, etc. I'm unable to find a common dataset, or a dataset, that includes all of it. Any tips?",not_spam "[/r/BioDatasets](/r/BioDatasets) is a subreddit with the goal of sharing information about the ever expanding curated biologically-relevant databases. Its creation was inspired by the successes of [/r/Datasets](/r/datasets). It is baffling to me how many large well-curated and maintained biologically relevant datasets exists, that relate to nearly every niche of modern molecular biology. This is primarily targetted towards the bioinformatics and molecular biology community, but it should serve as a nice index for toy data to be used in other disciplines. I envision the subreddit will have three types of posts: * Links to biologically-relevant datasets. * News about well known biologically-relevant datasets. * Requests for specific biologically-relevant datasets. Thanks!",not_spam "Hey everyone. Does anyone have, or know where to find, USAID's VOLAG Data? I have an older dataset through about 2008 and am looking to add to that.",not_spam "First post here! I'm specifically looking for datasets that might include the name, programs that are offered, admission averages, etc. Most preferably in JSON format. Thanks!",not_spam "Hi, looking for text/numbers search engine which could help me to identify patterns/strings by vertical/column way. Let me explain. Let's say, we have this chunk of random text: paosjj kaskol asdkks And i am looking for the string of text ***osd*** for example by vertical/column way. In this example it's in 3rd position from the left. What text search engine or application I could use for this, to find quickly these strings of texts or numbers and highlight them. Thank you very much in advance!",not_spam I'm looking for a data set with the total number of injuroes per year in the NFL,not_spam "In the past, companies could only sell data sets or charge subscription fees, therefore losing the ownership over the data. r 'Data renting', can be a new way of preserving privacy but at the same time, letting valuable datasets be used in applications in the fields of health, banking, or AI. Ownership is maintained by the original data provider, letting valuable and sensitive data be used in a secure way. The startup iExec is launching its V3 on May 15, allowing for Data can be monetized by owners and used by companies, all while ownership remains in the original hands - so both parties benefit and data is kept secure.",not_spam "Hey Everyone, I remember after the ... events ... at the US Capitol on January 6th, a [researcher scraped](https://threatpost.com/parler-archive-amazon-suspension/162928/) content from [Parler.com](https://Parler.com) and claimed that he/she would post it on [archive.org](https://archive.org). I have been waiting for the data to become available but have still had no luck finding it. Given that it's been months, I figure that I'm just not looking in the right place. Would any of you kind people know where I can find the dumps?",not_spam I NEED WEBSITES WHERE I CAN GET FREE DATASETS,not_spam "Looking for some interesting data sets to use for my marketing secondary data project. My professor gave a couple of examples (majority were outside of marketing): - People's irrational preference toward round numbers (used baseball statistics about .300 BAT average) -Stock returns positively correlated with sunshine -US GDP growth negatively correlated with the tempo (beats/min) of the five most popular songs of the year. - Number selection of Mega Million (people's tendency for numbers below 40) -More parking citations in the cold weather",not_spam "Yet another ""I need real estate data"" post, except I'm explicitly *not* looking for houses that are for sale. Instead, either a database of public tax records or a database of public records of sale. This type of thing is available to the public in every county I've lived in in recent memory, so I just assumed that it was a legal requirement it be public. But is there a singular database that combines the various counties?",not_spam "Hi, I'm looking for a potato leaves image dataset. I have searched for it everywhere and also scraped data from Google image search, but none seem to be good. I want the dataset for leaves disease detection training. Any help is appreciated. r/datascience",not_spam "Hello all, I am working on a realtime trash detecting app. I am looking for images of littered cigarette butts to tag and train for my machine learning model. Thank you in advance. ",not_spam "Hi all, I'm wondering if anyone knows where I can find soccer datasets that include player salary as well as player statistics such as goals, seasons, assists, etc. Any league will do. I'm looking to create a multiple linear regression showing a relationship between salary and a number of variables. Thank you for your help.",not_spam "For academic project I need dataset of travel booking site. It should have atleast 100 rows and 5 to 10 categories for analysis on flight bookings, hotel bookings and train bookings. If anyone knows where I can find it let me know. Thanks.",not_spam Is there any website where I can gather global monthly mean solar exposure (mj/m\^2) in a table like format instead of a map from 1980ish to present? I can find for individual countries but is there any out there for global?,not_spam "Hey, I'm looking for a parallel speech corpus. For direct speech to speech translation. (Audio to Audio)",not_spam "Finding a good and open dataset with images of clothes is not easy. That's why some time ago I decided to collect my own - and asked the community to help Here's the result: * [https://www.kaggle.com/agrigorev/clothing-dataset-full](https://www.kaggle.com/agrigorev/clothing-dataset-full) * [https://github.com/alexeygrigorev/clothing-dataset](https://github.com/alexeygrigorev/clothing-dataset) * [https://github.com/alexeygrigorev/clothing-dataset-small](https://github.com/alexeygrigorev/clothing-dataset-small) The dataset is shared under CC0, which means you can use the dataset for any purpose, also commercial",not_spam "The title says it all... I'm looking for datasets with incidence or prevalence of mental diseases in the USA, at the level of counties or census regions. Any help will be appreciated.",not_spam "I know sites like sparknotes and such have chapter summaries for literature & typical high school reading books which is fine but I was wondering if anyone knew of one that would include more modern books or ones that aren't restricted to literature (sci-fi, horror, NYT best sellers, stuff like that)?",not_spam Hi everyone. I'm looking for datasets that can help work on the problem of improving/helping cancer patients manage their finances post diagnosis. I tried looking online but most of the datasets are around cancer research but nothing related to cancer patients and their finances. I'm not even sure how to approach finding data on this problem. Any help is appreciated. Thanks.,not_spam "Are there any live fire data sets which are accessible either through a CSV url updated daily, hourly, etc. or something which can be pulled or scraped from the internet? Spatial files would be preferred, but long., lat., and area are most important.",not_spam "Hi all, I need a large number of datapoints of the above- where would I be able to find something like this? I am trying to obtain a large sample of images during certain time frames (ie minutes/hours days) of lab specimens that developed mold.",not_spam "Hi As the title says, monthly interest rates on loans of european banks. I have access to multiple high-end databases through uni but can't seem to find any data. I'd be happy with the rates on any kind of loan, I can work with whatever I get however I'd prefer mortgages or consumers credit. If possible data starting in 2007 or earlier. If you need any more information, please do comment. Thanks in advance",not_spam "Where can I find these? Thank you in advance. My work is for the good of reddit and all of humanity.",not_spam "I am looking for image datasets for plant disease identification, this for my machine learning projects. Any clues on where I can find them. Please guide me to it thanks.",not_spam "Hi, Iโ€™ve tried searching what to do with a home server. I have ample space and would like to do more with it. Datasets, machine learning or whatever. I am skilled in some areas of technology and just donโ€™t know how to get started with this. Any pointers to tutorials much appreciated.",not_spam " I cannot seem to find statistics anywhere on the internet on mean IQ based on specific groups (race, gender, etc)(ex: mean IQ of male Asians in the US, or mean IQ of male Jews in England). The closest thing I found to it was on [https://openpsychologyjournal.com/contents/volumes/V3/TOPSYJ-3-9/TOPSYJ-3-9.pdf](https://openpsychologyjournal.com/contents/volumes/V3/TOPSYJ-3-9/TOPSYJ-3-9.pdf) I'd like to know if there is a website that has IQ statistics based on this. Or if there is a special website all the ""cool statisticians"" go to.",not_spam "I am trying to locate a data set that can be easily downloaded for the PGA Tour player stats and who won that week. Any help would be great! Thanks in advance!",not_spam "Hello everyone, I'm looking for a dataset which contains jointed concrete pavement surface data labeled by some measurement of faulting (ideal from a highly accurate physical method rather than an estimating algorithm). I've looked around some online but I'm really not experienced in finding datasets like this, can anyone point me in the right direction?",not_spam "Hi, I am looking for a dataset that can show state comparisons of the economic impacts of COVID. Consumer spending, GDP, etc by month starting from Jan 2020 till now. Anything out there? I tried the BEA and the bureau of labor statistics but just not a very functional website. Thanks in advance.",not_spam "Api or web scraping? Clearification: I want to collect the CURRENT/future data points myself by monitoring and api (or other). View it as a project to build a dataset from scratch.",not_spam "Download a collection of news articles relating to natural disasters over an eight-month period. News collated and enriched with AYLIEN's News API. **Dataset details:** Size: 0.5 GB (\~34,000 news articles) Language: English content only Timeframe: May 2019 โ€“ Dec 2019 Sources: 141 distinct sources [https://info.aylien.com/natural-disasters-dataset-download](https://info.aylien.com/natural-disasters-dataset-download)",not_spam "Hi I am wondering if a dataset exists that gives articles, and features related to them, and also gives all primary sources mentioned in the articles?",not_spam "Hello reddit, I am currently working on the analysis of performance in a database, related to IoT technologies, so, I look for a csv dataset of at least 300 gb but I found it hard to find one, anyone knows any? &#x200B; Thanks in advance!",not_spam "Iโ€™m not sure if this is the right subreddit to ask this and it also might be way too early to ask. But if anyone can find data regarding CO2 emissions due to airplanes before and after the travel restrictions in any country which has been majorly affected by corona virus that would be great. Iโ€™m not sure if something like this has already been posted but I would love to see a visualisation of this on r/dataisbeautiful . I also know that we are being bombarded with coronavirus news rn but sorry thatโ€™s just what Iโ€™m interested In ๐Ÿ˜‚. Ps: I like being apologetic.",not_spam "There are statistics of life expectancy, for example, if you reach a certain age or if you have some medical condition, but simple statistics telling what portion of people die, for whatever reason, before a certain age seem to be hard to find.",not_spam "I am looking for some actual production data for Injection molding processes. In this data, it would ideally include process parameters, mold dimensions, injection molding machine specifications, and product quality. I am currently working on a few PhD dissertation topics, but I am lacking data to test/verify the potential of these topics. ",not_spam "Heyo, I'm working on a school project that involves natural language processing and need a dataset with naval or air transit reports written in plain English for natural language processing. It does not have to be tagged but that would be super awesome. Any help is appreciated! :)",not_spam "Hey everybody. I've been searching for a free/open source dataset, containing data from GPS trackers/vests for measuring and monitoring athletes performance. I would like to explore and analyse data, do a little research on what can it be used for and also try it hands on. Anybody knows about some useful dataset like that?",not_spam "[S3-Downlad](https://s3-eu-west-1.amazonaws.com/corepo/open_company_repository_v001.pgdump.sql.gz) I needed a searchable table of companies but did not have the funding to pay for clearbit/fullcontact so i build [this business directory](http://corepo.org/) myself. If figure there are many other people who could use something like this in their project so please use it. And let me know if you find it useful so I can motivate myself to keep growing the index. There are 1.5 million companies described in the download. (After tonights data loads it will be 2 million and increasing every day ) . Its running postgres for search i use [https://www.postgresql.org/docs/9.6/pgtrgm.html](https://www.postgresql.org/docs/9.6/pgtrgm.html) with GIN index . Crazy fast full text substring search, would recommend.",not_spam "Hey all, I am currently looking for a dataset for secondary analysis that I could hopefully use for my thesis. I recently decided (for reasons I won't go into) that I would like to focus on college students rather than High School students. I was planning on using data from the Youth Risk Behavior Surveillance System. Mainly what I am looking for is a data set like the YRBSS that includes assessment of individual mental-well being/Suicidal Behaviors. Ideally, I would also like for it to include data on place (rural/urban), race, sexual orientation, and if it includes substance abuse like the YRBSS that would be perfect. I have been struggling to find any dataset like this for college aged students. Mostly, I can only find psychological studies that use unrepresentative sampling methods. Thank you for any help anyone can give!",not_spam "Hi guys! I'm looking for Complete Blood Count test results dataset for an ML project. Couldn't find anything useful on the web. The dataset doesn't necessarily be a free one. Thanks!",not_spam "Looking for retail location interiors. Something like a mall, casino, convention center, store or restaurant at high res and at least 10 hours. I would need this data to do Video Analytics and an algorithm I'm working on. I appreciate any help or sources. ",not_spam "I'm looking to build an sexting ai chatbot I need a good dataset of that kind of language to train it on. Please and thank you, if you have any leads let me know! Or if you have any ideas on where to begin collecting this information myself, that's also appreciated.",not_spam "I'm looking raw text of one / a couple of biology textbooks, ideally high-school or early college. Any thoughts? ",not_spam "Hello, I want to perform sentiment analysis on venmo transcation history, however, the latest dataset I can find is from 2019. Is there anything from 2020?",not_spam "I am in need of a dataset that has information on which parking apps are available in European countries and how they stack up against each other. Parking might be a bit too specific, so a broader dataset with app statistics for separate countries would also work. Does somebody know where to get this information? Thanks!",not_spam "I'm looking for a way to measure school achievement on the county-level. So far, I can only find [NCES data](https://nces.ed.gov/ccd/elsi/default.aspx?agree=0) showing very basic information (number of schools, enrollment, etc.). I'm looking for some measure of achievement for students in each US county, preferably with public and private schools, but just public is fine also. Is there a particular measure I should be looking for? And where might I find it?",not_spam "Hello everyone, I was hoping for some direction on where I could find datasets on credit card spending vs general spending or just credit card spending Im looking to possibly do a literature review with a comparison between credit card behavior of Germans vs Americans. Any direction would be greatly appreciated!",not_spam Help me please to find a dataset of a request for a consultation or an advice. I need it for a mental health chatbot end-of-studies project. And thank you in advance,not_spam "Hey guys, I need a dataset which should follow these requirement. * 3 numerical variables * 3 categorical variables * datetime variable * 7-12 columns I need to visualize a dataset using python.",not_spam Any ideas where I can find this?,not_spam Working on a data visualization about the rise of data and seeking an open dataset to build from. Any ideas? I keep coming up short and checked Pew already. ,not_spam "Hello, does anybody know of a dataset of subscription prices for U.S. newspapers? I've found the U.S. newspaper panel from Gentzkow, Shapiro & Sinkinson, but this ends in 2004. Was hoping to find more current data. I'm also looking for a dataset of newspapers with paywalls on their websites if possible. I've tried to construct this myself programmatically but it is proving difficult. Any leads would be super helpful! Thanks! P.S. Gentzkow et. al. data can be found here for those interested: [https://www.icpsr.umich.edu/icpsrweb/ICPSR/studies/30261/version/6](https://www.icpsr.umich.edu/icpsrweb/ICPSR/studies/30261/version/6)",not_spam "Hi all Iโ€™m looking for a good data source for travel advisory recommendations for US states. The closest Iโ€™ve found is the CDC website linking to each states website. Is there a central source of information available? General advisory but also including Coronavirus related advice. Thanks!",not_spam "Anyone know of databases that contain historical public opinion polls for US elections? FiveThirtyEight/most election modelers keep current years polls available, but having trouble finding any historical polls",not_spam "Hello All, &#x200B; I develop new fitness app and I looking for exercises for gyms. Were I can buy good one or there is suplier can make it for good price? &#x200B; Thank you",not_spam "Disease, medicine names and pretty much every thing that could be found on a prescription.",not_spam "Hey, I need as many tex files as possible, preferably from CS or engineering fields. Either a dataset or a suggested place to scrape from would be appreciated. Thanks!",not_spam "I [scraped a lot of election data from Politico a few days ago], and a kind reader discovered that Politico's third-party candidates had a lot of errors in their indicated party affiliation (Green called Democratic, etc.). So I rescraped the whole thing without identifying individual third parties (the Democrats and Republicans had no false negatives) and looked for a site that could give me the party affliations for small parties I could merge back in. Lo and behold, the New York Times embeds its election data as a JSON blob in the page source, so that was easy. As a bonus, they also include things like state legislatures and other more local offices that Politico's results didn't have. They don't drill down to the county level, however, so I couldn't have used them to begin with. I quickly scraped all the JSON blobs and put them into one JSON file with the state name as key. I'll parse and merge some more after work today, but meanwhile, I thought some might find this useful: [https://github.com/Prooffreader/election_2016_data/blob/master/nyt_election_2016_by_state.json](https://github.com/Prooffreader/election_2016_data/blob/master/nyt_election_2016_by_state.json)",not_spam "Does anyone know where I can get some data on missing children in the US? I see some sites with data where you can click into a name but nothing with any actual data download that is useful (only rough stuff like name and height, none of the case detail is downloadable). I'm not really capable of scraping so I'm wondering if anyone has done that already or if there is a better place to look",not_spam "Google Brain recently released a new dataset, [AudioSet](https://research.google.com/audioset/index.html), and it looks like a really great dataset for research with about 3 million labelled audio clips. However, the dataset *doesn't* include the raw audio, which is important for many applications (including my own, hence the request). It does include the YouTube ID/URL and the start and end time of the audio segments, so I'm wondering if anyone has built a tool to extract the audio segments corresponding to each of the records in the dataset. If not, does anyone have suggestions on how to download a 10 second audio clip from YouTube, without human interaction? Thanks!",not_spam "Im interested in both traditional media outlets like NYT, WSJ, etc. and alt news outlets like Breitbart, Truthout, etc. Thanks in advance for any information.",not_spam "I have a spreadsheet with 1500 school names with city and state but no address. Is there a way to automate a search for all the addresses? https://docs.google.com/spreadsheets/d/1HqbfMxnk9X3_mQvLyW_LEUe3Yyr7cXMPfwqUVfdq7sY/edit?usp=drivesdk",not_spam "Hi, Iโ€™m trying to work on a small data science project as a way to get started on the field, and learn a bit more, and I wanted it to be about tv series (or movie) soundtracks. But I canโ€™t find any datasets out there. There are many with other kinds of info about movies (including a dataset created by IMDb themselves) but not one that has the soundtracks for movies. I thought about (and to be honest even started) writing a webscraper to get that from IMDb, but then decided to check their webscraper policies only to find that they donโ€™t allow them at all. So thatโ€™s out. I went back to looking for specific datasets and still nothing. Can I actually find any such dataset out there? Is there a place outside of IMDb where I could gather this kind of data and that allows me to do it โ€œlegallyโ€? Thanks for any help.",not_spam "Hey Community. :) Iโ€™m not exactly sure if Iโ€™m right here, but if not it would be great if you could refer me to the right place. Anyways, Iโ€™m learning python and more specifically dictionaries ATM and I had the idea to compare the usage of vowels and characters in general across some different languages. Therefore I thought it would be cool, to compare these all by analyzing the same text (context wise) to get comparable results. And finally plot them in a bar graph. Do you know a good text I could use, that is accessible over a couple of languages for free? Thanks in advance. :)",not_spam I am working on a project relating to malware detection using machine learning and I am looking for a dataset containing websites classified as malicious or benign,not_spam "We may be seeing a once in a lifetime chance to quantify datasets coming from various public and private data sources. Tracking the rate at which data is released and reported could prove incredibly insightful. Is anyone looking at the metadata of all of this stuff? This has the making of a Big Data gold mine.",not_spam "Does somebody have the access to the recently leaked document by Frances Haugen regarding how Facebook allowed content that incites violence? For reference, here is an article covering the issue: [https://www.businessinsider.com/facebook-papers-mark-zuckerberg-frances-haugen-leaked-docs-2021-10?r=US&IR=T](https://www.businessinsider.com/facebook-papers-mark-zuckerberg-frances-haugen-leaked-docs-2021-10?r=US&IR=T)",not_spam Where can I get Phasor measurement unit datasets for power system parameters reading?,not_spam "Looking for data that helps understand drivers of how consumers choose cable providers, how is the youth of today likely to consume entertainment in the future? Thanks!",not_spam "Hi, [Gwern published a collection of Darknet Market Archives in 2015](https://www.gwern.net/DNM-archives). While the dataset is comprehensive, a lot of works need to be done before we can start analyzing it. I put some effort to organize Gwern's archives, extract only drug-related content, and construct a drug listing dataset in csv format. # Link to Dataset [https://www.kaggle.com/mhwong2007/drug-listing-dataset/](https://www.kaggle.com/mhwong2007/drug-listing-dataset/) # Coverage Drug listing data are parsed from the following marketplaces. &#x200B; * 1776 * Abraxas * Agora * Evolution * Nucleus * Outlaw Market * Silk Road 2 * The Marketplace # Data Field * `product_title`: The title of the item. * `product_description`: The description of the item. This field could be null as some of the listing archives are damaged. * `ship_from`: The place where the item is shipped from. This field could be null as shipping information isn't required for certain marketplaces. * `ship_to`: The place where the item is shipped to. This field could be null as shipping information isn't required for certain marketplaces. * `seller`: The seller of the item. * `price`: The price of the item, the currency is not yet unified. * `source`: The name of the marketplace where this item is posted.",not_spam "I figured we might do a sort of best-of for this subreddit. What, in your opinion, are some of the most fun datasets to work with?",not_spam "I'm after a large varied list of popular contemporary artists covering most major genres, for a MIR project. I will be querying the musicbrainz database for the meta data and tags, I just need a good selection of names. The best I've found so far is the unique_artists.txt release from the [Million Song Data](http://labrosa.ee.columbia.edu/millionsong/pages/get-all-artists-and-their-tags), which is pretty much exactly what I want in theory, but that list isn't well maintained. Lots of popular artists are missing, given the wrong MBID, or denoted as featuring another artists (e.g. 'Kanye West / mos def' links to the actual Kanye West page). Has anybody come across such a list, or have any pointers how I could begin to assemble my own if I had to? Cheers",not_spam "I'm working on an example lead scoring project, but most lead data is proprietary to the companies. Are there any example lead scoring datasets that include things like: - Visit History - Event History (Clicks, Form Submissions, Registrations) - Purchase/Conversion Data (Labels) Thanks!",not_spam "Hi everyone, I've been scouting the internet for quite some time now, and can't seem to find a uv-rgb dataset (preferably non-satellite imagery)... Does anyone know if such a dataset even exists? If so, a link would be really nice!",not_spam "Iโ€™m looking for any dataset, the more interesting the better it is. It must have at least these 3 fields 1) Unique ID 2) Open Date 3) Close Date Typically datasets that are good for survival analysis are good examples. But Iโ€™m keen in finding customer support service tickets datasets if it exist. Customer can open multiple tickets, and each ticket would have varying open date and close date.",not_spam "Hi I need text-based conversations between human and chatbot in a closed domain such as customers service, education, online support... &#x200B; Please help me to find a valid dataset.",not_spam I'm trying but unable to find ultrasound image data for chronic kidney disease. Any help is appreciated.,not_spam "In recent decades we have noticed a considerable increase in reports or confession posts of abuse victims on twitter. Most of the time victims do not report it to their guardians or the concerned authorities. Teenagers and minorities are the most affected group of abuse. Part of these victims tweets about their incident to let go of pain and suffering or as a cry for help. Identifying such reports are challenging because of the unavailability of annotated training data, and a high degree of data sparsity. We published our data on [kaggle](https://www.kaggle.com/saichethanmreddy/tract-corpus)",not_spam "Hey, I was interested in buying/getting the OnlyFans dataset including email and Instagram link as well.",not_spam "I pulled clinical trial data from the FDA's website, [https://clinicaltrials.gov/](https://clinicaltrials.gov/), but it does not include Investigational New Drug Application (IND) status. Is there a publicly available database that has this information? Or is there another to find this out?",not_spam "Hi all, I was wondering if anyone knew the availability of dictionaries with an open license? More specifically, I'm looking for English or French with synonyms and antonyms. Thanks!",not_spam "Either by itself, preferably by its components. For as many years, and as many countries as possible. Anyone know any resource that might carry something like this?",not_spam "Or even top 5 leagues, that has player heights, weights,positions",not_spam thnx in advance!,not_spam "Hello, I am doing a research paper on iodized salt consumption and I need time-series data (year by year) of salt consumption (iodized) from a country or countries. I have only found surveys and nothing else on the page of WHO. The idea is to make a research paper where I talk about iodine deficiency diseases (goiter, child development) and I want to talk from a policy-making standpoint.",not_spam "As the description says, I'm wondering if there is a nice collection of youtube links and metadata. It seems like a crawler could collect most/all of this information for the videos on Youtube, but I can't find anyone with a good data set. ",not_spam "Hi all, Could you please take out a few minutes and fill this survey for me. [https://forms.gle/3xNbohPX5ZNcZUkJ9](https://forms.gle/3xNbohPX5ZNcZUkJ9)",not_spam "I'm not sure if this is the right sub. I'm curious as to what the most popular spoken languages are. **Not** the most spoken, I mean which language a given person actually likes the most, for whatever reason. Has anyone ever collected good stats on this?",not_spam "# Reddit, Twitch, Deezer, and GitHub datasets for graph classification benchmarking These datasets are useful for performing binary graph classification. The related [Machine Learning Project](https://github.com/benedekrozemberczki/karateclub) and the respective [Paper.](https://arxiv.org/abs/2003.04819) ## GitHub StarGazer Graphs ### Description The social networks of developers who starred popular machine learning and web development repositories (with at least 10 stars) until 2019 August. Nodes are users and links are follower relationships. The task is to decide whether a social network belongs to web or machine learning developers. We only included the largest component (at least with 10 users) of graphs. ### Link * [GitHub StarGazer Graphs + Target](https://github.com/benedekrozemberczki/datasets/blob/master/graph_classification/git_stargazers.zip) ## Properties * **Number of graphs:** 12,725 * **Directed:** No. * **Node features:** No. * **Edge features:** No. * **Graph labels:** Yes. Binary-labeled. * **Temporal:** No. ## Possible Tasks * **Graph classification** ## Twitch Ego Nets ### Description The ego-nets of Twitch users who participated in the partnership program in April 2018. Nodes are users and links are friendships. The binary classification task is to predict using the ego-net whether the ego user plays a single or multple games. Players who play a single game usually have a more dense ego-net. ### Link * [Twitch Ego Nets Part I](https://github.com/benedekrozemberczki/datasets/blob/master/graph_classification/twitch_egos_1.zip) * [Twitch Ego Nets Part II + Target](https://github.com/benedekrozemberczki/datasets/blob/master/graph_classification/twitch_egos_2.zip) ### Properties * **Number of graphs:** 127,094 * **Directed:** No. * **Node features:** No. * **Edge features:** No. * **Graph labels:** Yes. Binary-labeled. * **Temporal:** No. ### Possible Tasks * **Graph classification** ## Reddit Thread Graphs ### Description Discussion and non-discussion based threads from Reddit which we collected in May 2018. Nodes are Reddit users who participate in a discussion and links are replies between them. The task is to predict whether a thread is discussion based or not (binary classification). ### Link * [Reddit Thread Graphs + Target](https://github.com/benedekrozemberczki/datasets/blob/master/graph_classification/reddit_threads.zip) ### Properties * **Number of graphs:** 203,088 * **Directed:** No. * **Node features:** No. * **Edge features:** No. * **Graph labels:** Yes. Binary-labeled. * **Temporal:** No. ### Possible Tasks * **Graph classification** ## Deezer Ego Nets ### Description The ego-nets of Eastern European users collected from the music streaming service Deezer in February 2020. Nodes are users and edges are mutual follower relationships. The related task is the prediction of gender for the ego node in the graph. ### Link * [Deezer Ego Nets + Target](https://github.com/benedekrozemberczki/datasets/blob/master/graph_classification/deezer_egos.zip) ### Properties * **Number of graphs:** 9,629 * **Directed:** No. * **Node features:** No. * **Edge features:** No. * **Graph labels:** Yes. Binary-labeled. * **Temporal:** No. ### Possible Tasks * **Graph classification**",not_spam "I'd like to find out whether the number of vegans (global or local) is increasing or not. Do you know of any available datasets beside the vegan restaurant dataset? How would you approach that question? Which data would you look at? Happy about any feedback, Thanks!",not_spam "Does anyone know? I'm looking for a list of the top accounts for particular keywords (or niches), such as #fitness. Thanks.",not_spam "I'm going to leave this question open ended mainly because I don't entirely know what I'm looking for. I've been looking into marketing analyst job positions among others lately however I've never really worked with marketing data. I've worked time-series regressions before however. Does anyone have any datasets I should look at and maybe some sample questions that I could that a manager or employer might as for? Or topic of optimizing marketing-mix allocation or marketing sensitivity curves. Like I said open-ended question but hopefully someone in that industry might be able to help me out so I can get some practice, and locate areas of weakness I need to study up on. Thanks! ",not_spam "Does anyone know/have AHA Annual Survey, AHA Financial Database, and AHA IT Survey datasets (Recent 10+ years or any years)?",not_spam "Mostly looking for data on ocean acidity, coral reef size, polar ice volume, atmospheric gas concentrations, etc. So far I've been looking at data.gov and noaa but not all of the data is easy to access or exactly what I'm looking for. Are there any other sites that are recommended that I should look at? Mostly going to be doing simple statistical hypothesis tests, and ANOVA.",not_spam "I'm looking for a way to scrape the public housing records in my area. I need to extract address, sq footage ect... I've tried several extensions and none seem to produce results in a workable format. I have paid for similar thing from listsource and they seem to be able to produce what I'm looking for. Is this something I can do myself or do I need better computer coding skills? Here is an example page.[PVA Link](http://qpublic9.qpublic.net/ky_fayette_gtos.php)",not_spam " Good day, is it possible to download web pages automatically with my QNAP T419+ or any QNAP? So I would like whenever a website uploads a new article or changes it, that my QNAP automatically downloads this article/website. I can then evaluate these records.",not_spam "Hi all, I'm looking for datasets that give estimates for how much the MSM covers on any given topic. (Terrorism, mass shootings, etc) and/or ones that give stats about events occur. I saw one particular visualization maybe one year ago that showed that ""despite mass shootings and terrorism making up only a small percentage of US deaths, they get the majority of news coverage"" if anyone can find that particular one, that'd be amazing!",not_spam "Please include only ones with details on researchers, participants and methodology used for the testing. New research can be added on an ongoing basis.",not_spam "Iโ€™m looking for a dataset that encompasses police shootings (preferably by state) in the US in 2014, or more years. Canโ€™t seem to find any reliable source",not_spam Is there a way to contact Reddit in order to request certain data sets?,not_spam "I've seen two, the South Korea one and the DXY one, both are very scarce, basically only having age and gender and only with cases that tested positive. Is there a more comprehensive dataset with individual cases, including things such as comorbidites, people that tested negative, travel history... etc ?",not_spam "I am working on a DL computer vision project and I need a dataset that has camera frames and lidar clouds simultaneously, where both of them are fitted on a road (lamp post). There are a lot of datasets of road cameras but I couldn't find any with both cameras and lidars. Thanks in advance :)",not_spam "Hi everyone, I'm looking for a dataset of missing persons. It needs to include the city they went missing from and year they went missing. If anyone has any info or sources they would be much appreciated. Thanks!",not_spam "While I was researching General Motors I stumbled across this awesome website. [https://www.goodjobsfirst.org](https://www.goodjobsfirst.org) I suggest perusing the entire website because it is packed with useful information They have a bunch of tools that track different aspects of corporations \- **subsidy tracker** : [https://www.goodjobsfirst.org/subsidy-tracker](https://www.goodjobsfirst.org/subsidy-tracker) \- Boeing : [https://subsidytracker.goodjobsfirst.org/parent/boeing](https://subsidytracker.goodjobsfirst.org/parent/boeing) \- General Motors : [https://subsidytracker.goodjobsfirst.org/parent/general-motors](https://subsidytracker.goodjobsfirst.org/parent/general-motors) \- Tesla : [https://subsidytracker.goodjobsfirst.org/parent/tesla-motors](https://subsidytracker.goodjobsfirst.org/parent/tesla-motors) \- Amazon : [https://subsidytracker.goodjobsfirst.org/parent/amazoncom](https://subsidytracker.goodjobsfirst.org/parent/amazoncom) \- **violations tracker** : [https://www.goodjobsfirst.org/violation-tracker](https://www.goodjobsfirst.org/violation-tracker) \- Bank of America : [https://violationtracker.goodjobsfirst.org/parent/bank-of-america](https://violationtracker.goodjobsfirst.org/parent/bank-of-america) \- Volkswagen : [https://violationtracker.goodjobsfirst.org/parent/volkswagen](https://violationtracker.goodjobsfirst.org/parent/volkswagen) \- Walmart : [https://violationtracker.goodjobsfirst.org/parent/walmart](https://violationtracker.goodjobsfirst.org/parent/walmart) \- Walt Disney : [https://violationtracker.goodjobsfirst.org/parent/walt-disney](https://violationtracker.goodjobsfirst.org/parent/walt-disney) &#x200B; Downloading the individual CSV or XML provides even more detail than what is shown on the page These two trackers were created by Rich Puchalsky and his environmental database consulting business, Grassroots Connection. [http://www.grconnect.com](http://www.grconnect.com) &#x200B;",not_spam "Hello Im looking to get the loan data set from the prosper P2P lending platform, but as I am not an American citizen I can't make an account to download it. Is there someone who can help me with this?",not_spam "Can anyone help me understand how, in the dataset linked below, the World Bank calculates that the subscription count per 100 inhabitants of the United States is 124? Surely not that many people have two mobile subscriptions? Even if you consider employer-owned phones, I don't know anyone with two mobile phone subscriptions. I would appreciate any help interpreting these numbers. Thanks. [https://data.worldbank.org/indicator/it.cel.sets.p2](https://data.worldbank.org/indicator/it.cel.sets.p2)",not_spam "I am conducting research that requires interviewing data custodians that provide a public API for their data. Even better if the data is real-time/dynamic. I am particularly interested in understanding why you provide this public endpoint and who uses it.ย  The interview will be no longer than 15 minutes. If you're interested, please PM me. I plan on summarizing my results and posting them here later this week (or the next). Hopefully these insights will benefit more than a few. Thanks !ย ย ",not_spam "this Image shows a raw breakdown of the top billed Hollywood stars for 2015, but I was curious as to these stars' pay as compared to their on-screen time. Additionally, I wonder if there are any correlations to age/race/gender/or any other categorical break downs. Thoughts? I am not competent enough to compile the data myself, but if anyone is interested I would love to work with them on the project.",not_spam "r/place is streamed over a websocket, but I wasn't in time to store the data from early on. Did someone else?",not_spam I need to do an analysis project on any dataset I can find. Have you come across any really interesting or unique datasets recently? Would love if you shared them!,not_spam "I feel like this questions has been posted before, but does anyone know where I can find up to date data on EPL footballers? Match data would be great as well. Thanks",not_spam "I have a rather odd position asking for data sets of skulls and homicide victims in various degrees of decompisition. As of now, I have not been able to find anything useful - and I don't know if my country (in EU) has any big databank with something like this. I can imagine there is a collection somewhere in the US, but that is purely speculation... or assumption. I have all the other data I need for this project, but this is the damn needle in the haystack. If you know about anything, please let me know, and if you know there is nothing, perhaps let me know too. Thanks in advance.",not_spam "Reddit, I'm in a bind for a school project. I am in search of historical quarterback salary data from 2003-2010. I don't need all of those years, but getting the data from any of those years would be a huge help! If you know where to find it, please let me know. Thanks!",not_spam "Hello, In 1931 a British historian named John B. Sparks made this incredible map of world history: [https://www.davidrumsey.com/luna/servlet/detail/RUMSEY\~8\~1\~200375\~3001080:The-Histomap--Four-Thousand-Years-O](https://www.davidrumsey.com/luna/servlet/detail/RUMSEY~8~1~200375~3001080:The-Histomap--Four-Thousand-Years-O) However it is not particularly rigorous (x axis is arbitrary), a bit biased towards England's imperialism and it stops at 1931. I would be interested in making a contemporary version of it, but computer-generated and using real data. Therefore I would need any of the following: โ€“ Dataset of world population by polities โ€“ Dataset of all country/polity surface area, or even of country borders over time, from which I can calculate the areas โ€“ Any other idea? Do you know of any data source I rely on?",not_spam "Hello, I am hoping someone can help me out as I have scoured the internet with no success! I am trying to find a data set that includes number of US deaths per day by suicide from years 2009-latest reported. I have found deaths by year and month by using the CDC Wonder query tool but not by day/date/ even week of death. The goal is to chart suicide death rates by daily change, instead of monthly change. Thank you in advance!",not_spam "So googling around I never found imdb data in a csv format. I rolled my own into a single csv file (2.2 Gb). I figure this might be useful for people but I don't know the best place to release this to the wild. Any recommendations? ",not_spam "**Dataset:** [https://www.kaggle.com/newshaikus/dataset](https://www.kaggle.com/newshaikus/dataset) **Search / Browse Haikus here:** [https://doomhaikus.3iap.co](https://doomhaikus.3iap.co) **Context:** Dataset from an attempt to teach computers to write silly poems, given a prompt / topic. I wrote a (surprisingly elaborate / painful) script to post each day's top news stories toย Mechanical Turk, asking turkers to summarize each article as a haiku.ย I verified the syllable counts for each haiku against a syllable dictionary and/or manually (for unrecognized words). It's been running since March. About \~2,000 people have responded and there are now \~2,700 haikus, forever memorializing the worst year of our lives, as punchy/gloomy sets of 5, 7, 5 syllables. **Semi-plausible use cases:** * Data art * Language models * Translation (with unusual constraints) * Summarization",not_spam Can someone lmk where I can download the aforementioned dataset?,not_spam I am currently doing a personal project where I am taking data from Billboard's website for their information on songs in the hot 100 weekly and posting it into a spreadsheet. The only problem with this is that the information can't be copied and pasted into a spreadsheet because it all filters into the same column. I am wondering if there is an existing dataset already out there that has the data on the hot 100 songs with song and artist by week for as many years as possible from 1958 (creation of hot 100) up. Anything would be extremely helpful because going through by hand has taken well over 50 hours and I only have about a years worth of information done.,not_spam "I am beginning to take interest in data science and have looked over a few datasets from various sources but I am not sure whether I am doing it right. What is your preferred workflow? Is it, download file -> import into a DB (which one?) and then use some sort of tool to analyze it? Also what are some useful analysis algorithms to run on numerical data? other than finding the mean, min, max, etc.. And last, how do you deal with geo data?",not_spam "I would like to have a student debt data sets, If anyone have any resources please PM me. Data from US,UK or any part will be fine. TIA",not_spam "Hi, I want to do research about credit risk in the US economy. I want to analyze the number of bankruptcy filings, active firms, and default rates for the past 20 years. I wonder if anyone knows where to find such data? &#x200B; Thanks in advance!",not_spam " New Debt dataset https://www.kaggle.com/morra1996/usgs-debt-by-state Merge all the CSVs together and you'll have everything you need by state",not_spam "Specifically, patient demographics, prognosis, treatments, labs, outcomes, etc.",not_spam does anyone knows?,not_spam Working on a IoT research project where I need to propose smart farming techniques and show how their implementation can improve crop production in various categories. I've searched Kaggle to no results. Is there anywhere on the web that specializes in these sorts of datasets?,not_spam "I just published the dataset i created for my final year university project on kaggle. There is a lot of detail on the dataset page and the linked github project, hope this can aid future work on image segmentation. Link to the dataset: [https://www.kaggle.com/thezaza102/tray-food-segmentation](https://www.kaggle.com/thezaza102/tray-food-segmentation)",not_spam "Hi! New here :) Looking for any data set or API for recycling analysis (photographic data of trash, or of sensor data to analyze what types of material trash items are made of). Thanks!",not_spam "I am making a project for which I need a dataset that contains each second information for each round in a valorant match like the number of players alive, weapons they have , team score , abilities used, and much more. I have tried using the valorant API. is there any dataset that i can use or any method by which I can fetch it?",not_spam For a project for school we need to make a datavisualization of an interesting dataset. Iโ€™m having a difficult time finding one maybe you guys know some datatsets that youโ€™d like to see visualized,not_spam Hey! I'm beginning my senior year thesis project and I am looking for a dataset related to government (between countries or within countries) that has opportunities for exploration. Please let me know if you have any concepts that are under-explored or if this discussion belongs in another subreddit. Thank you!,not_spam "I'm looking for a dataset with text written by at least 10 authors from the same genre (or at least categorized by genre). All of the authors should have more texts and each should contain around 30 words. Any help is appreciated.",not_spam "I am wondering if anyone knows a efficient way to scrape websocket data? Preferably in python? I see alot of sites that offers realtime quotes uses websocket to push the data with, and I don't know how to download it? Does anybody know? Example a site I want to scrape: https://www.ig.com/se/index/marknader-index/sverige30",not_spam "Hi everyone, I am new here, so my apologies if this is not the right place to ask this. I have a school assignment and I want to research how the hashtag MeToo is used differently than it was meant for on Twitter. I have noticed myself that the hashtag is used sarcastically more often. I was wondering if someone could help me out finding the right data to show this trend. I have figured out that I should do a sentiment analysis, however I am very unknown in scraping and using data. I hope someone can help me out with taking the right steps for this research.",not_spam "Hi everyone, I'm looking for a dataset that contains the full text of each written opinion for some grouping of Supreme Court cases. I can adapt the project to whatever dataset I could find (i.e. if there's a dataset with only the opinion texts for landmark cases, or for a certain Justice, or within a certain issue, or within a certain time period). I just want something that I could perform text analysis on. The closest I've found is from the [Free Law Project](https://www.courtlistener.com/api/bulk-info/), but the bulk data download for SCOTUS opinions is a folder of individual json files. I'm not proficient enough in R to know what to do with this. So an alternate question for this post is: Is there any (relatively easy) way to analyze all of these JSON files as if they were all in one CSV file together? Or I somehow pull them all together into one dataset? (there's a ton, so that may be a problem)",not_spam "I want some kind of API or excel datasheet or whatever organized data format there's from bitcoin prices in an at least day to day basis since its creation till now (more accurate data is obviously welcome!). Thanks!",not_spam "I am currently working on several databases with different formats (.txt, .csv and .sql). My plan is to make these DBs searchable using Ripgrep. However, I find that Ripgrep searches return one long continuous string for any .sql results. It will just output the entire contents of the table rather than the row(s) you want based on your search criteria. I would like to learn how to format these databases to avoid this problem. I am assuming I will have to convert the .sql DBs to another format to do so but perhaps there is an easier option that I don't know about. Any advice would be much appreciated.",not_spam Bitcoin or cryptocurrency datasets ,not_spam "Is anyone aware of a dataset for document segmentation / object detection in documents? [This dataset](http://www.icst.pku.edu.cn/cpdp/ICDAR2017_PODCompetition/dataset.html) is along the lines of what I am looking for, however I am looking for one where the text chunks/paragraphs are also labeled",not_spam "Hey all, I'm looking for a dataset showing nutrition data for associated consumer foods. Something similar to what is used for My Fitness Pal. Anyone know of anything like this that exists or how I could go about getting my own data?",not_spam "Hello I need someone to build me an LTV model (Customer Lifetime Value) for a small startup with the goals of determining: (a)how much we should spend on user acquisition (b) defining a payback period on our marketing spend. &#x200B; I will provide a cohorted data set of our current customers dating back to 2016. We're dealing with a small data set here. I would appreciate some direction on where I can get this done, whether here or another sub? This will be a paying gig. Thank you! &#x200B;",not_spam "Hello there, I am new to Reddit and Datascience. I am looking for datasets that consist of player stats like positoning, number of passes, types of passes, shots, tackles etc along with their position. My main goal is to collect features of a player that can depict their position in the game i.e midfielder, winger, striker etc. I believe each role has it's own signature like the way they pass, strike or defend. I want a dataset that depicts those. Any pointers to where I can get started is helpful. Appreciate any help that you can offer.",not_spam "I'd like to find college baseball datasets with game level data. Specifically, I'd like to have: Teams (who won/ who lost) Scores by game Series Flag ( Was this game part of a series or was it a one - off) Game date The further back the data goes, the better. Thank you! (At the series level would work great too)",not_spam "This questionnaire is the 28-item Dissociative Experiences Scale (DES) and the 63-item Dissociation Questionnaire (DIS-Q) combined. Twenty questions overlap between the two questionnaires, so the DIS-Q versions of those questions were omitted, making the total number of questions 71, plus four demographic questions. **Edit:** Here's the final dataset: https://easyupload.io/iy6ddp This link will expire in 30 days. I don't have a better place to upload it. If the link is expired and you want access to the dataset, just message me. I'll analyze the data in the comments below for a week or two, until I start something else.",not_spam "I am looking for QA datasets based on scientific literature. For example the [BioASQ](https://link.springer.com/article/10.1186/s12859-015-0564-6) or [PubMedQA](https://arxiv.org/pdf/1909.06146.pdf) are concerned with the biomedical domain and based on publications in PubMed. Doesn't necessarily have to be in the biomedical domain, anything that could be answered from papers would be much appreciated.",not_spam "I'm looking for small datasets to help me learn Python. I've found the best way to do is to have a small dataset I understand and work through some tutorials using that dataset. Any ideas on datasets like that?",not_spam "Hoping someone can help. As per the title I'm looking for some big data sets on violent crimes. They can be from any region/country so long as I get a decent amount plotted by date rather than just month. All I seem to be able to find at the moment is monthly totals. Edit - Doesn't need to be limited to violent crimes, I just want that aspect in particular. Anything else is bonus.",not_spam "I have a bit over 2.5 million unlabeled memes that I've downloaded, which is around 170GB. I have no real use for them and I'd like to distribute them to anyone who wants them. Since it's a chore to upload (and maybe difficult with my ISP's upload limits) I wanted to post here and see if there's interest. Definitely let me know what you'd do with them!",not_spam "Look primarily/particularly for data on the effect of different types of scripts on retention or some other metric, or just collections of different scripts with any information",not_spam "I am looking for twitter dataset, few months before the day of US election (between July and October). Is there anyone who can share access to this kind of datasets ?",not_spam "Hello everyone, I am looking for a dataset in German, to train a categorization model. My model should categorize files based on their content, and I want it to process the files in their original format (whether it's PDF, DOCX, TXT etc.), so I'm looking for a dataset that contains such filetypes. Do you know of any dataset that may suit my needs? Thanks!",not_spam "Title. I want some data with like RAM, CPU, GPU, model/maker with a price point attached. I understand I can get this with some webscraping but this is not a reliable way to look for ""well priced"" pieces of hardware -- it is my intention that this data be used to identify deals.",not_spam "Hello community, I am looking for any datasets of the company Millennium Management, LLC. Have to analyze their progress and behavior for a module at university. &#x200B; I appreciate any hints where I could get some data! Thank you in advance!",not_spam "Hello, I am teaching a class on data visualization with Tableau in October. I was hoping to find some data that is halloween themed making it more interesting for the class. Candy sales, costume sales, etc. Any and all help is greatly appreciated!!",not_spam "I am specifically looking for test scores segregated by university, and specifically regarding international applicants seeking entry to a US-based institution. Average/max/min etc IB, AP, A-Level, SAT, TOEFL, IELTS scores are what I'm looking for. The more raw the data, the better; I can generate the stats I want myself. I haven't found much, though, and what I have found has been very generalized, and not specific to international applicants. Any hints where to look?",not_spam "As I said in the title, I'm looking for several datasets related to: * Clean energy generation devices (wind turbines, solar cells, etc) * Charging points usage * Users data (may be an app's open dataset? amount of energy bought, price per kW) * Cars data (battery usage, routes, CP's usage) If the data has a timestamp on it it'll be really useful. The main idea is to make a POC for my country. Thank you in advance! Note: I think that they'll be more than one dataset from more than one datasource so, idk how to tag the post.",not_spam "New to data here, so I'm quite confused sometimes using APIs and please excuse me if I am not using the best technical terms. So I am running into the problem of trying to find data for Census tracts and/or cities. Perhaps I don't know where to download the data or if there is a filter from 3rd party websites that can draw that data, but I just can't find it. I am trying to strictly find data for age and gender for cities, tracts, or counties. Most of these third party sites go too far and provide processed data, pie charts, or summarized charts. For example, I go here: [https://factfinder.census.gov](https://factfinder.census.gov/) , its great! But I am trying to get the data that led to what they got. Basically I am trying to replicate what this website does but I don't know where to get the Data in CSV form. Any help would be greatly appreciated.",not_spam "I have to make a dashboard for a project in school and cannot find any good datasets! &#x200B; I have looked on Kaggle, but everything I find is either uninteresting (I am presenting for college students, so I want to keep them engaged) or not enough context to the data. &#x200B; If anyone has any suggestions for a dataset, please let me know!",not_spam "I'm trying to find the latest 2015 Kickstarter data-set (e.g. csv / DB dump, or something similar)- to run some regression on for a school paper. Might anyone know where I could find it? Probably not much but could send a Paypal beer if you could help. The largest dataset I could find is from late 2013 with 87000 entries - however that's quite a long time ago, and I imagine the current figure is closer to 200,000 now. (github.com/neight-allen/django-kickstarter-scraper/issues/1) Alternatively if the 2015 data isn't possible, it would be super helpful if you just link me to the next best dataset out there, in csv / excel format that I could take a look at? (trying to work crawlers but struggling to get them working.) Much appreciated Thanks",not_spam "I have created a torrent for the Reddit comment dataset (based on the downloads /u/Stuck_In_the_Matrix has made available at http://files.pushshift.io/comments/ ). This includes the files from 2007-10 to 2016-04. http://images.schedim.de/reddit-2016.torrent magnet:?xt=urn:btih:UGFLA4QNEXGEFKYYY5ZU37JIHWEEYY5R&dn=reddit_data&tr=udp%3a%2f%2ftracker.openbittorrent.com%3a80&tr=udp%3a%2f%2fopen.demonii.com%3a1337&tr=udp%3a%2f%2ftracker.coppersurfer.tk%3a6969&tr=udp%3a%2f%2ftracker.leechers-paradise.org%3a6969 Hope this works as intended. Note: I found that one of the files was corrupted, either during original download or re-upload. You can download it directly here: http://images.schedim.de/RC_2015-10.bz2 ",not_spam "Dear all: Is there a database of the pictures of members of congress, senate, and state governors, preferably from 2020 but any time after 2018 should do. I am interested in evaluating attractiveness of politicians and would appreciate if someone can point me to a database with a standard picture setup for the politicians. I am talking about a typical picture of politicians with the US flag in the background, or any other general format where the picture specifications are standardized. Thank you.",not_spam "Folks, how are you and your data teams impacted in the current situation? Has the ""remote"" transition been easy? While my team is working hard with IT/admin to resolve their access issues + tool/tech setup, I was wondering if you had any useful tips, challenges you faced or learnings you'd like to share? Would appreciate inputs on how intangible elements like collaboration, productivity/agility could likely be impacted...",not_spam "I am working on an undergraduate econometrics paper examining metro-level GDP but I want to compare it monthly and yearly to see different trends and see how certain events effect the GDP. I am looking to find a place (or places) where I can look at the GDP of different cities over a 10 year period. For example, looking the GDP of Tokyo and see how it changes every month, for the past 10 years. So I can compare Tokyo's GDP in March, April, and May 2010 to Tokyo's GDP in March, April, and May 2011 and on and so forth. The cities I need to find the data for is: Boston(USA), NYC(USA), London(UK), Tokyo(JP), and Berlin(GE) &#x200B; Any help/suggestions is very welcome! Also going to post on r/AskEconomics",not_spam "Is anyone aware of any datasets which record a bias crime incident or victimization as well as the location of where the incident occurred (either XY coordinates or physical addresses)? &#x200B;",not_spam "Hi all! As the title denotes, I'm taking an introductory statistics class this Summer, and we have a few projects over the course of the class. Normally, we would just work off of the data sets supplied with the book, but since I'm a CS major and a programmer, I figured I would try my hand at writing something up in Python/R to analyze a larger set. However, I have no idea where to even begin! For the first project, I am just looking for a set in which I could compare two separate population proportions - they can be either dependent or independent, I'll just be running basic hypothesis tests on them. If anyone had any ideas, or could point me towards some noobie-friendly sites, it be an immense help! Thanks for reading.",not_spam "This dataset is meant for anyone who would like to try to create a deep learning agent either using supervised or (offline) reinforcement learning to play League of Legends. The dataset contains 72 games from patch 11.21 (last patch) where the game ended in an early surrender. These games were chosen as the game lengths were guaranteed to be low which kept the dataset from being too large. To download the dataset, go to [this](https://github.com/MiscellaneousStuff/tlol) GitHub link and click on the `Google Drive Link`. The dataset is stored as an SQLite database file and the schema should be relatively self-explanatory. Happy to answer any questions. This is just a preliminary dataset which demonstrates that this is possible. Within the next few days the dataset will contain 1000s of replays which means 10,000s of champions worth of data (for each time a player plays a champion). Edit: Database now contains all 191 early surrender games (games ending at or before 3.5 minutes) in the dataset. This table shows the top 10 champion occurrences within the dataset. | Champion | No. | | ------------ | --- | | Nami | 116 | | Miss Fortune | 103 | | Lucian | 61 | | Khazix | 36 | | Viego | 35 | | Lux | 34 | | Jhin | 32 | | Yone | 30 | | Camille | 29 | | Graves | 29 | Edit 2: Larger dataset containing 987 games targeting Miss Fortune in the early game (up to first 5 minutes) with the same schema and format as the first dataset. Also contains all game objects recorded 4 times a second. The games were chosen by getting the games where the MF player lived the longest. This gave a dataset where the players overall had a 64.4% win rate in roughly EUW Diamond II. Edit 3: A further 728 games also targeting Miss Fortune in the early game (up to first 5 minutes) with the same schema and format as the first and second dataset. This brings the total number of games for the MF-Longevity datasets to 1,715 or `1,715 games * (5 minutes * 60 seconds * 4 frames/second) := 2,058,000 frames in total.` This should now be enough to at least create a deep learning agent which can play Miss Fortune for the first five minutes of a game at least to a basic level. Edit 4: Another day another dataset. A further 773 games from the `MFLongevity` dataset have been uploaded. I have now also included a Jupyter Notebook to analyse the data from the `191-EarlyFF` dataset which works completely standalone from Google Colab. Feel free to also run it locally if you wish to. [GitHub Link](https://github.com/MiscellaneousStuff/tlol) [![Open Notebook In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/MiscellaneousStuff/tlol/blob/main/League_of_Legends_Patch_11_21_(Reinforcement_Learning).ipynb)",not_spam "Update: as I find out more, I will update this post at the bottom. Most of the data I can find is scrubbed and I since I don't have government access I'm not sure if this is a pipe dream. What I want to do is to link together multi-generation families from just after the civil war (1870 census) and select out families considered poor at that time and then trace those families through public records to the current times. In the end, I would like to have samples from at least all 48 continental US states with relatively high certainty of accuracy linked to wealth. This is part of a proposed socio-economic project attempting to link wealth, education, vitality/health and social stratification across generations but it has so far been difficult to get sufficiently complete data to key together census data with birth records in order to link the available data. Note: I could do it with names and addresses using probability since I don't need a high volume result, just a high probability one. Parts of the answer: # Updates and progression on this: ## Similiar Project (different data and goal, but very very similar data needs) * WSJ Article by Andrew Van Dam *What Southern dynastiesโ€™ post-Civil War resurgence tell us about how wealth is really handed down* [Article Link](https://www.washingtonpost.com/us-policy/2019/04/04/how-souths-slave-owning-dynasties-regained-their-wealth-after-civil-war/) * * WSJ Article Source Material: Leah Boustan of Princeton University [Link To Paper](https://www.nber.org/papers/w25700?utm_campaign=ntwh&utm_medium=email&utm_source=ntwg2) ## Relevant Datasets and sources * [USGenWeb Transcriptions](http://www.us-census.org/inventory/) - Very limited coverage, but broad partial coverage. * [Census Dataset API](https://www.census.gov/data/developers/data-sets.html) * National Archives Datasets [AAD Links](https://aad.archives.gov/aad/series-list.jsp?cat=GP22) * National Bureau of Economic Research (Used in and co-authorship of the working paper cited above. [Datasets](https://data.nber.org/data/) * IPUMS (Integrated Public Use Microdata Series) [website](https://usa.ipums.org/usa/about.shtml) - recommended by u/EnochWalks in this thread.",not_spam "I would like to see some sample retail sales datasets for an internal use case case. Could someone help? &#x200B; I am looking for sales transactions or anything related to this.",not_spam "The ICIJ has recently published a report about a number of suspicious transactions flagged by the US financial crimes enforcement agency FinCEN as Suspicious Activity Reports. The data ([explanatory link](https://www.icij.org/investigations/fincen-files/download-fincen-files-transaction-data/), [direct link to zip](https://media.icij.org/uploads/2020/09/download_data_fincen_files.zip)), consists of two csv files respectively containing details about the SARs and their transactions and a list of connections between banks. I definitely think there's some interesting analysis that can come out of analyzing these. Some that I can think of is trying to analyze trends in the nature of these transactions over time, or building some predictive model to predict the suspiciousness of a transaction. I'm definitely still a novice at this so I'd be really interested in hearing new ideas.",not_spam "Hey guys, I am looking for server data of websites which might include clicks , time duration of a visitor and other important parameters of visitor visiting the website and interacting with it. Can someone help me here? Dataset should neither be small nor huge. Any help will be appreciated.",not_spam "Hello, I'm a new comer to science at all, and I intend to build a recommend system to recommend news to users. To do this, I need a dataset about users interest for news, or users likes, dislikes, shares or even comments about news on social networks such as Facebook, Twitter, g+, whatever. I already did some search for datasets, but find nothing great so far. Does someone have a idea ? another place to look for it ? another idea to build my own dataset ? thanks very much for any help! ",not_spam "Hello! Question above \^\^",not_spam "Iยดm planning on making a blog post of CBIR (content based image retrieval) but Iยดd like to use snack products images to make it more interesting. Anybody knows if is there a dataset out there that could be used for this purpose? Something like this: https://preview.redd.it/pc5kpai59dx51.jpg?width=1075&format=pjpg&auto=webp&s=6fdc58a15fef62ed27882778daa6fef75b399d91",not_spam "Hi everyone, I am currently working on a large data that consists of 175 participants. There are approximately 15 participants that I need to exclude because they took extremely long to complete my survey, quick speed through my survey, and their responses were not consistent. My professor says that I use to create an exclusion dummy variable, I am not quite sure how to create a dummy variable for participants that were too long or quickly speed through my survey. I have not done preliminary analyses to assess for any outliers yet. There are also 3 participants that only answered a small portion of the survey but have a 100% completion rate",not_spam "Original post [here](https://www.reddit.com/r/learnpython/comments/h0pfgb/looking_for_python_clone_detection_benchmark/). I'm a student researcher looking for a data set of code clones in Python. Clones are fragments of code which are similar/exact copies. We're working on a tool to detect Python clones, but we need a good dataset of known clones to run it against. Bonus points if the clones are identified by type (1, 2, 3).",not_spam "I have to make a data analysis including, regression, cluster analysis, logistic regression. I don't have any cool idea, only the boring government and OECD statistics. I want to do something more interesting. Thanks for your help.",not_spam "Hi all, I'm interested in making a data visualization that compares popular baby names with popular dog names throughout the years. While datasets for baby names are incredibly easy to find, it's nearly impossible to find the same thing for dog names. I just wanted to put this out there to see if anyone happens to have any datasets regarding popular dog names. What I'm mainly needing are the dogs' names and the number (or percentage) of dogs that have each name in whatever area the data is from. Bonus points if the data spans multiple decades!",not_spam "We are a bunch of students in a business analytics python class that are looking to do some statistical analysis on startups. Specifically Startup Location, series a funding (as a measure of overall success/going public), time between each round, category of startup (e.g. tech vs pharma) and location data. If anyone knows where we can obtain these datasets please let us know. Thanks",not_spam "I've been looking around and enigma.io and data.gov seem cool, but it's all curated data, so I can't share my own data sets. Has anyone else wanted to do this and found a solution?",not_spam "I figured out how to make animated heatmaps in [ggplot2](https://gist.github.com/cavedave/21c6beff2d371e9df323c292b1dc3afa). This is one for [the NBA](http://i.imgur.com/dobmMWM.gif). It shows weight height colored by % and Year as an animation. It would be cool to have a dataset something like Height, Weight, Year For babies so I could see if there is a general increase or if there is an inequality in size increase. The inspiration for this is this [NFL graph](http://noahveltman.com/nflplayers/). Any other dataset that might look cool in this visualisation please post as well. Mainly it needs individual entries not summaries. Obviously the same baby cant be newborn in different years. This seems like the sort of dataset that would be out there but my googlefu is failing me.",not_spam "Hello all, first time posting in this subreddit however Iโ€™m in need of a data set for an R programming class. Criterion include at least 1000 observations and 10 variables within the data set. For this project weโ€™ll be using classification methods such as logistic regression and linear discriminant analysis to try and make accurate predictions. Any suggestions are appreciated, the more interesting the data set the better!",not_spam "Hi, I am trying to build an end to end machine learning project. I am looking for a dataset for a regression or classification use case where I could ingest new data every day or every hour (preferably using an API). I am looking for an use case that could be related to business/marketing purposes. Do you have any ideas on which publicly available datasets I could use? Thank you very much!",not_spam "Hi there, I was wondering if anyone had any data sets on viruses/pandemics dating back as far as possible, with information about symptoms, origins etc. TIA",not_spam "Hello I was thinking about a data analysis I wanted to do, essentially mapping my facebook messages with certain people over time - but i wasn't too sure how to get this data. Facebook has that ""download your data"" tool, but it didn't seem to give my all my messages (seemed like a weird haphazard amalgamation of conversations). I was wondering if anyone knew if it was possible to easily get this data. ",not_spam "Need a loan transactional dataset with maturity divided in tenor buckets of banks for forecasting a bank's iquidity. \- Following factors should be considered : rating net credit risk : 3 types of risk - credit, (interest, liquidity, foreign currency) - 3 central risks, currency(forex functions) assets weights probability of loss loss given default - held by maturity recovery rate \- Required attributes : 1) Counter party name 2) Counterparty id 3) start date 4) maturity date 5) coupon rate 6) EMI 7) Branch 8) Total loan amount 9) outstanding of loan 10) Interest(Tenor buckets)",not_spam "I'm looking for a more extensive/similar version [to this dataset](https://www.kaggle.com/yersever/500-person-gender-height-weight-bodymassindex). Sadly it only has 500 rows which isn't enough from the prediction test I just did. Anything along the lines of * Height * Weight * Health * Age * Gender * Ethnicity * BMI etc is welcome",not_spam "Can anybody help me out with a link to a dataset containing genre, pitch, tempo, etc. of songs and it will be much more helpful if it will be in excel format. ",not_spam "I'm trying to build a database of UK companies, preferably startups but not necessary and ideally with a company name and domain name. &#x200B; Don't mind paying, any help would be appreciated",not_spam "Hi guys, I am trying to develop a system which can analyze resumes and predict if the candidate is qualified for the vacancy. I intend to use a ML algorithm to do so and for that I need a dataset of resumes related to IT profession. ( I wish to keep it within IT industry only). Can you guys suggest me a way to collect that kind of resumes?",not_spam My friends and I are experimenting with stylegan2 ([https://github.com/NVlabs/stylegan2](https://github.com/NVlabs/stylegan2)) and we were looking for a coat of arms/heraldry image dataset but haven't found any good leads. Does anyone here happen to know where we might be able to find a dataset like that?,not_spam "Hi everyone, I've never posted here before, so I apologize if this isn't the appropriate setting. I'm working on an algorithm for a local animal shelter as a fun project to try to monitor respiration rates in dogs using only video. I've taken a test video with my dog to build out the algorithm, and I've tested it on myself and it works ok. I need to do a lot more hyperparameter tuning though, and I'm sure there are some edge cases I haven't thought of, so I'd really like to find a data set of videos of dogs sleeping. I started trying to crawl YouTube for videos of dogs sleeping, but I've actually found it's surprisingly hard to find videos that aren't ""funny"" sleeping (i.e. just normal dog sleeping). I'm happy to work on building the data set myself, but I won't be able to easily take videos myself for around 6 months. I plan to label it by hand as well as I can then work on hyperparameter tuning once I've got a few dozen videos to work with. Any suggestions would be really helpful! In the extreme best case, the data set would contain 1-2min videos in varied settings with varied breeds/ages/color dogs sleeping in a variety of typical positions. Happy to provide more details if anyone is interested. Thank you!",not_spam "Hiii everyone, how is life going ?!! I need help to find a dataset about **FIRE** to use in an ML model. I've found one but it's for regressions only, and i need to build a model for **classification**, i also found a couple of image-based datasets, witch i don't need, i just need a simple one. **THANK YOU**",not_spam "Speech recognition software like siri and alexa doesnโ€™t work for people who stutter, so Iโ€™m trying to build a machine learning model that does. This needs a bunch of training data, so Iโ€™m looking for datasets that have audio files of speech with stuttering with english transcripts.",not_spam "Need help finding zip-code level time-series (preferably daily) data on Covid-19 cases in the US. NYC data available here: [https://data.beta.nyc/dataset/nyc-covid-19-tests-by-zipcode-time-series](https://data.beta.nyc/dataset/nyc-covid-19-tests-by-zipcode-time-series) Need a similar dataset for the rest of the US. Any leads would be appreciated! Thanks Edit: Any quick way to scrape daily data at Zip code level (for earlier dates as well) would also be appreciated",not_spam "As the title says, I'm looking for a dataset which provides recent match statistics and result, very much like [this website](https://www.football-data.co.uk/data.php), but with national teams instead of club football. Specifically, European national teams. I would like to analyse the data and perform predictive analytics practice during EURO 2020. So, I appreciate any kind of dataset that can help me with this. Thank you. Side note, I searched through this subreddit for related dataset, but what I found is either unrelated or not very recent.",not_spam "I searched and searched, does anyone know a good source?",not_spam "Hey Guys! I'm working on a large scale data project that will require a lot of database analysis. Only problem, I was given the data on paper. Is there a program that will take scanned docs and put them in a spreadsheet relatively cleanly? I'm putting them in hand but it is taking a TON of time... ",not_spam "Hi all, &#x200B; Does anybody have any recommendations for datasets to measure tourism is U.S. cities? Thinking annual hotel room counts per city, car rental earnings, etc. &#x200B; Thank you!",not_spam "Does anyone know where I can find data on how many events/conventions (conferences, exhibitions, music festivals) happen in the US per year and how many companies attend/sell things at these events? Any suggestions on how I could compile this data myself would be appreciated as well. Thanks!",not_spam "Is there a way to find any kind of (disaggregated, obviously) data on adult diagnoses of specific psychiatric disorders? This is fairly easy to do for students, since the school keeps track, but I have no idea if it is even possible for people diagnosed as adults (let alone where to start!) without attempting to sample a population via self-report... (I though about the census, but that includes how many people overall have disabilities in the US, but not whether they were diagnosed as children or adults...) Any ideas?",not_spam "Hello, I am taking a course on public health and R. &#x200B; My group needs to find a solid data set as soon as possible. &#x200B; We want to see how certain genetic indicators can predict for disease. We are flexible as to the specific indicators or diseases. Just need a functional data set we can work with to find patterns.",not_spam "Is there a labeled dataset for tonality in English? I am looking for labels like formal, casual, matter of fact, enthusiastic, irreverent, respectful, funny, serious, passionate, quirky etc. or something on similar lines. Let me know if there's a known dataset or an api that can classify content (ideally social media content) in these (or similar) tones.",not_spam "Hello all, I'm looking for relatively basic demographic information on international cities. Data like age, gender, language. All of the online sources I've found (UN data, Census, CIA Factbook, etc.) only list this at the granularity of countries. Does anyone know where I can find this data at the granularity of cities? Thank you all!",not_spam "Does anyone know of any place where I can find historical data for stocks, particularly their key statistics (P/E Ratio, P/B Ratio, EPS, Div, etc.) and not just their historical stock price. ",not_spam "If anyone have it or access to it,kindly made it avsilable to us",not_spam "A list of marvel and/or dc characters fights stating who won. Ways to mine this data are also appreciated.",not_spam I have to create an interactive dashboard of visualisations for my final year project at University. I was wondering whether anybody knew of any sales figure data sets which I could use. If not sales figures then anything quite business related should be fine! Thanks in advance,not_spam "Has anyone been able to monetize a data set? If so, could you share the where and how? Thanks in advance.",not_spam "Hello guys, I'm a statistics undergraduate student. We have to do a school project which is to find data and to show normal distribution using that data. So I have decided to find EPL players' height to represent a normal distribution. From what I have learned in school, heights of EPL players will fall mostly close to the average. I'm kind of excited to see that if it is true(I guess it has to be true.) Do you guys have any idea where I can find the data for EPL players' height? Thanks in advance.",not_spam "&#x200B; https://preview.redd.it/l2vcq3h3o0551.jpg?width=1080&format=pjpg&auto=webp&s=703bce4e39aa5684e749c0139c4ac76b52598250 Source: https://rate.exposed",not_spam "Hello, I need to collect some data for my Master's dissertation and want to get it from ebay. My goal would be to get a large dataset to analyse but that is obviously infeasible if I do it by hand but I also don't want to pay for something of this sort. Are there any freewares around that would help me with this? Thank you!",not_spam "Obviously we have multiple sources for infection/recovery/death per geo but looking forward, Im wondering if anyone has heard of a datasource that will be tracking the levels of ""reopening"" and levels of restrictions for different countries/metro/cities.",not_spam "Hello everyone, I'm looking to get my hands on a dataset that keeps track on the various clicks users made on a website. For example how many users clicked the login/logout, how many clicked on purchase buttons etc... A dataset that tracks various click actions on a website... Thank you!",not_spam "For example, if I want to size the textile retail market in France, how would I go about this?",not_spam "Hi, I just joined this thread and saw a lot of questions like 'is there any dataset XXX with specific condition YYY (i.,e past 20 years, specific region KKK, etc) here. just wondering if there is any dataset trading market? if not, why yet? (may be too rough question). I know there are a lot of publicly available datasets provided by big tech companies, governments and research labs, but these datasets mostly for general cases and I guess there are/will be a lot of dataset demands for edge cases as AI industry is getting specific. For example, if I need tennis swing coach machine learning trading data from swing/serve data today, I am not sure that is something easily accessible. What if there is such platform enabling person or companies to trade the data set with fancy dataset filters? would there be a lot of needs? the platform can provide well-organized filters/download/upload toolsets as a middle man. Is selling public data illegal? like If I sell a dataset from Google lab or U.S national lab to someone else and get money, would that behavior be illegal? or is there any license thing on dataset like open source ?",not_spam "Hi, Wondering if anyone knew about some data sets which are of diseased leaves of different fruits, or maybe the fruit themselves are diseased. Thanks in advance",not_spam "I'm interested in assessing electoral results across various DMA regions, but most of the data I find is at the state level or at the Congressional District level. Does anyone know where I might find results at the DMA level? I would be happy with Presidential election data, mid-term election data, or almost anything, really, from any somewhat recent election year.",not_spam "Dear all, I'm working in clinical research, all the data we collect in clinical trials are in CDISC format (SDTM and ADAM). Now, in my free time I'm working on a personal project publicly available on github. I would use some sample data to test it but I'm not sure where to find them. Do you have any idea where can I find some clinical trials data? I'm aware of how sensible are these data but there are some clinical trials which are totally publicly funded and the data should be open (like EPIC study). Possibly they should already be in CDISC format, but in the case they are not I'll do the porting by myself. Thank you all and thanks for your answer.",not_spam Looking to make a color palette of all the MLB teams defining colors. I also want to find the most common colors used by teams (I suspect red or blue). Iโ€™m not sure where to find this data other than just going through and writing them down one by one. If anyone has some insight let me know!!,not_spam "I'm looking for interbank liabilities dataset to model systemic risk and risk contagion. So far , I have only found consolidated liabilities data. Where can I get this dataset? Is there a website or public resource from where I can scrape it? ",not_spam "I've been looking around for a corpus of [IPTC NewsCode](http://textalytics.com/core/classmodels?model=IPTC_en) tagged data for training a text classifier. So far I haven't been able to find anything (as most of the IPTC recommended sites are down or require crazy fees before I can even check that they provide what I need).",not_spam "I am a researcher at Western Carolina University studying the impact of coming out experiences in the lives of LGBTQ+ individuals, and how it relates to their wellbeing, thoughts, and attitudes. I am interested in both positive and negative experiences. If you would like to answer questions about your own coming out, please follow the link below for more information and the survey questions. Some experiences may be difficult to discuss. The survey takes about 45 minutes. If you have any questions about this study, please contract Dr. David Solomon at [dsolomon@wcu.edu](mailto:dsolomon@wcu.edu) [https://wcu.az1.qualtrics.com/jfe/form/SV\_6R21JLuBK8FJdel](https://wcu.az1.qualtrics.com/jfe/form/SV_6R21JLuBK8FJdel)",not_spam Has anyone here worked on the Google Store Customer Revenue Prediction dataset that is available on Kaggle? ,not_spam "Hi all, I'm currently working on a university project which involves ingesting comments from social media and determining sentiment, valence/arousal, and affect values. To do this, we need to filter by words which have some kind of meaning to them. I'm currently doing this by filtering out any words which don't match a pre-defined list of words which we know have semantic value. To do this, I'm using a couple of semantic wordlists, for example https://www.mpqa.cs.pitt.edu/ - Sentiment example, words have positive/negative/neutral rating http://sentiment.nrc.ca/lexicons-for-research/ - Sentiment, Valence/Arousal/Dominance, and Affect features examples here I was wondering if anyone else had sentiment or VAD wordlists they knew of?",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome. ",not_spam "Looking for a database with characteristics of many different animals, for example: typical lifespan, adult size, # of offspring, mating age, etc. It would be nice to have common name (e.g. Yellow-spotted river turtle) in addition to species/taxon (e.g. Podocnemis unifilis).",not_spam "NLP has various applications. Most are implemented in English. But I am trying to understand if there is an application that is unique and specific to any language other than English. If your native language is other than English, do you have any ideas? Where and how do you want NLP implemented?",not_spam "We are working on a example NLP exercise for retail sector. We need unstructured customer/client interaction data (such as call logs with transcriptions). It doesn't have to be retail or corporate data, government or public would be useful as well. The DECODA RATP Corpus would be perfect, but has a lot access and reuse rights issues http://lrec.elra.info/proceedings/lrec2012/pdf/684_Paper.pdf",not_spam "What interesting science-themed/ health-themed data can I collect and collate in the course of a year for a proposed #datascience analysis after 365 days? Thanks. PS: I am a student of Medical Microbiology.",not_spam Something like this? https://www.kaggle.com/cclark/product-item-data,not_spam "I am currently writing a research paper on combining discrete-event simulation with machine learning to establish and track duty, replacement, and repair cycles for commercial gym equipment. I can't find anything on replace/repair cycles besides equipment warranties, and I'd like to have some actual preliminary data to draw from if possible. Thanks!",not_spam Need it for a final year project,not_spam "I would like to do localization and classification of different robots in a factory setting. For example, in factory floor, there are a number of 6-axis, Scara robots and also a number of autonomous guided vehicles that i would like to detect and localize. Are there are any data-sets for this particular task?",not_spam Iโ€™m looking to map out the fiber infrastructure particularly in Texas (Long-Haul and Metro Networks) but Iโ€™m having trouble finding anything useful. Can I get any help on where I should look?,not_spam " As the title suggests, what are some sources of large scale data collection that can be utilised for the purpose of gaining insights to help drive decisions related to e-commerce? I am putting together a university project which broadly aims to do the above for commercial gain, using machine learning algorithms, something I am very new to but which is a requirement of the project. Recently looked into collecting data from Amazon to 'train' the software to provide insights that could be use to optimise listings etc, but have realised that the data collected using the Amazon Product Data API is restricted, and to scrape (another new topic for me) is naughty and against ToS, not a good start when suggesting a project to the project coordinator, therefore I am wondering what other similar sources are there online which is either not restricted, or much easier to gain access to on a large scale? Any general advice is also very much appreciated as I am learning as much as I can in this early stage.",not_spam "I've got a dataset of consumer transaction with over 1mil+ entries. I have to sort the data into the merchant the transactions are coming from. There's a lot of false positives, especially coming from payment methods (i.e. an entry might say ""Online Payment 1234567890 To CAPITAL ONE AUTO FINANCE 12/15"", I want to identify the merchant ""CAPITAL ONE AUTO FINANCE"", even though ""Online Payment"" is more frequent in the dataset) The format of the transactions is not universally the same. To make matters more complicated, the merchant names varyโ€“""CAPITAL ONE AUTO FINANCE"" may become ""CAPIT ONE ATO FINANCE"" I would greatly appreciate any advice about going about this task, be it any tools, tips or tricks. I'm new to processing datasets, and my process is pretty brute force. Also, does anyone have experience contracting out work like this?",not_spam "I'm working on a bayesian network to genetare synthetic WIM observations such as gross vehicle weight, total vehicle length, individual axle load and inter axle distances. It will be very helpful to have data sets for different sites. Thanks",not_spam "EDIT: I ended up finding this: http://data.worldbank.org/data-catalog/world-development-indicators it contains a monstrously big database with everything I could need and plenty more. hope it helps anyone looking for something similar",not_spam "Some time ago I saw a graph of net income on the y-axis after all transfers and taxes and wage on the x-axis. It was a beautiful piece of data because it clearly showed the poverty trap where net income decreases as wage increases only to catch up later. Anyone know where I can find this data? I'm especially interest in the United States and California.",not_spam "Hi, I need a dataset with town names in Ireland and NI. I know there's logainm website, but I haven't found any json/csv to download. Any idea where I can find it?",not_spam "Hi r/datasets, I am working on a research to cluster Asian languages based on just the numerals of the language. I searched and could not find databases of some languages. If anyone has an idea where I can find the handwritten numeral dataset? TIA * Thai * Malayalam * Burmese * Gujarati * Chinese * Japanese * Tamil",not_spam "This seems hard to find. I'm not sure if this is covered under most state FOIA regulation. The closest I could find is something like this: https://data.cityofnewyork.us/City-Government/Open-Parking-and-Camera-Violations/nc67-uf89 Would anyone know of any other sources? ",not_spam "For my master thesis I'm trying to build a system that gives feedback on whether a person's deadlifting form is correct or not, for that I'll need a bunch of clean video's of people doing deadlifts, preferebly a good mixture of bad form and good form. Does anybody know where or how I could find such a dataset.",not_spam " This is a long-context, anonymized, clean, multi-turn and single-turn conversational dataset based on discord data scraped from a large variety of severs, big and small. The raw data for this version contained 51,826,268 messages 5103788 (regex) + 696161 (toxic)/51826268, or 0.11% of the messages were removed **The dataset's final size is 46,026,319 messages across 456810 conversations**, which is reduced from 33.06 GB of raw json data to 968.87 MB [https://www.kaggle.com/jef1056/discord-data](https://www.kaggle.com/jef1056/discord-data)",not_spam "Hello , i am looking for a dataset of images with peoples faces, in order to do a project on emotion recognition from facial patterns. Do you know any available dataset?",not_spam "For my Database class, our final project is to design and create a database. We can randomize data, id like to find a real dataset where I can base it on. Any ideas to what I should do? Please and thank you :)",not_spam I just started undergrad research and would love some advice on searching for data. Working on brain size comparisons!,not_spam "Found something here: [http://jmcauley.ucsd.edu/data/amazon/](http://jmcauley.ucsd.edu/data/amazon/) but seems to be outdated. Any hints? Cheers! ",not_spam Trying really really hard to find data on this. Anyone know a good source? I'm trying to show the surge of personal data consumption over the last 10 years.,not_spam "Does anyone know where I can get the CSV version of the following dataset? The dataset is only available in SPSS, SAS, and STATA format. [https://data.stanford.edu/hcmst#download-data](https://data.stanford.edu/hcmst#download-data) Please and thank you.",not_spam "Hi all, I am currently learning regression analysis at school and was wondering how to apply it in some everyday situations such as the TF2 steam market economy. This would probably use the same way you would make a regression model for a real life stock market economy so I was wondering: \- Does anyone have any preexisting datasets on previous TF2 transactions on [backpack.tf](https://backpack.tf) or the steam market? \- If not, any pointers or resources for using Python Pandas to scrape such data from either website? Thanks :)",not_spam "Hello everyone! I'm looking into building a chatbot in Python that can hold basic conversations e.g: ""greetings"", ""goodbye"" etc. I've researched but couldn't find what I was looking for, so any help would be appreciated!! P/s: data in JSON format would be great!",not_spam "Hi guys, I'm trying to build a toy project about consumption of vehicles and searching for a small dataset having car weight, to be integrated with the data I already scraped (consumption data for different vehicles). It does not need to be 100% accurate (the range indicated in Wikipedia would be enough). Do you happen to know where to find it?",not_spam "Hello r/datasets, first time posting here, so please go easy on me. I'm thinking about doing a project studying the effects of green roofs on city temperatures and was hoping someone could help jump start my data search. I'm wondering if anyone has leads on finding data for city temperatures over a long time period. It could be averages by month, daily readings, or yearly averages for all I care. In a perfect world, this dataset would look something like this: city|year|average temperature NYC|2017|70 NYC|2016|71 Singapore|2016|82 Singapore|2015|84 &#x200B; If anyone would be able to point me the right way, I'd appreciate it!",not_spam "Or datasets with instruments (with at least one variable randomized)? I would like to use at least one of them for my causal modelling course (Stat 566), whose syllabus is at https://www.stat.washington.edu/tsr/s566/syllabus566.pdf",not_spam "Hi! I am looking for a dataset containing the capital city per country (worldwide) over a large period of time (i.e. when the capital city was changed, it will be captured by the dataset). The same goes for the largest city per country (by population). In fact, I am trying to create a dummy variable indicating whether the capital city is the largest city, per country. Any help will be much appreciated. Have a nice weekend!",not_spam "With this new bill in Congress that allows assessment of individuals mental state by police, it got me wondering if there was a comprehensive database on people who commit these mass shootings? Worse case scenario I guess I'll scrape wikipedia, but I'm assuming I'm not the first person to want this data.",not_spam "Question for all data enthusiasts who subscribed to this fine subreddit: where can I find reliable historic data on subjects like race, age and inequality for the US, grouped by state (nation is too broad, county too detailed). I started looking around on the Census.gov website, but I can't find any easy downloadable data from before 2010. I'd like to see the evolution over the last couple of decades. Could someone point me in the right direction?",not_spam "Iโ€™m looking for a dataset to train my Neural Network to distinguish from a straight line road and a curved road. Some specifications: - It can be binary (curve or no curve) - Preferably RGB or video images but can also be other types of sensor data. - It must be a driverโ€™s POV For some context: Iโ€™m using the CARLA simulator to train my vehicle in different road types. I want to have multiple NN to detect types of scenarios, one of them being road curvature/ road type. If any of you have suggestions to different approaches, I would apreciate the input :) Thanks!",not_spam "I'm looking for a dataset that contains data of houses that have been sold. The only thing I need in them is the address and price, but I have yet to find any reliable ones on places like Kaggle. Anyone have some good ones?",not_spam "HI, So I am trying to create a chatbot using NLP. I am unable to find a dataset for HR department where the employee can ask for leaves, can know their leave status, can ask for their salary slip etc.Any insights on how to approach this will be appreciated.",not_spam "Hi everyone, I am interested to predict the likelihood of criminals becoming recidivist. Is there any dataset available that contains this kind of information? It would be awesome if you could help me.",not_spam "Hi there, I would like a dataset that includes some kind of personality data from as representative a sample of the US as possible. As such I am wary to use data compiled from an online test or social network analysis. I will be using it in conjunction with economic/job/health data to answer some questions I've had on my mind after that guy got fired from google (he distributed a memo attacking google's efforts to hire more women and minorities). If I manage to come up with some answers, I may eventually publish my analysis online. It must have gender and age information and ideally would have location and income information. Also, It must have at least 10,000 data points, 50-100 would be awesome! Bonus points for sets that include children. A smaller set that tracks participants from a young age would be excellent too. It would really make my weekend if someone could point me in the right direction! I've been looking for quite a while today with no luck. Thank you!",not_spam "I am currently doing a project on the factors that lead to credit card debt. I have the survey of consumer finances but do not have the definitions of the categories or what the numbers in the column mean. For instance it says EDUC and then the lines below it for the data just say 8 or 12 or another number. I cannot find what EDUC means or what the numbers mean on the FRED website to save my life and I feel like i am just missing something. Any help would be appreciated. I have attached the website for the dataset below. I am using the excel sheet. Thank you for any help! &#x200B; [https://www.federalreserve.gov/econres/scf\_1998.htm](https://www.federalreserve.gov/econres/scf_1998.htm)",not_spam "For a small project I need for teaching, I need a two dimensional, real world data. This can be from experiment, a survey, anything. I do not want to generate a random normal distribution from python. For every (x, y) value on the grid, the data should have a density. So the data should have (x, y, z), where z represents the density. One peak (mean) only. Thank you in advance.",not_spam "I would really appreciate any exact sources or direction to look into to find this data. If not exactly this data, I'd still appreciate anything similar to it. Would really appreciate any help!",not_spam "With everyone now doing virtual meetings has any company released a dataset of real working level meetings with transcripts? possibly with some metadata about who attended and position in the company?",not_spam "I have excel spreadsheet with a bunch of data. I am going to import it into a DB to try to get rid of the crap I dont need and do some analysis. What I would really like to do is to display the locations and be able to adjust by date. I know I can put the locations on Google maps, but it will be all the locations at once. The data covers 24 months. I'd like to see how the locations change and maybe where the sudden the spike of activity has come from recently. Any suggestions on how to best visually display the data and be able to adjust the dates?",not_spam "Before I start scraping it, I would love to know if something like this already exists.",not_spam " >**TL;DR:** [here](https://www.kaggle.com/yamqwe/netflix-showse) Hi Guys, How is it going? I've made made available a dataset containing the ratings of netflix shows. The dataset was originally collected by [Chase Willden](https://data.world/chasewillden) and you can see the original version on the author's profile on data.world. All credit for making the dataset go there! Check it out [here](https://www.kaggle.com/yamqwe/netflix-showse). Have Fun!",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. Here you can rant, go off-topic, or self promote even but please be civil. P.S: Suggestions for this subreddit are always welcome.",not_spam "I'm currently searching for an Image Dataset labeled for Students Engagement. The only one I found so far is the DAiSEE dataset [https://iith.ac.in/\~daisee-dataset/](https://iith.ac.in/~daisee-dataset/), which is great, but I could use some more images of people of other ethnicity (I dont know how well my model will be able to geralize in that regard). Do any of you have any suggestions for freely available datasets?",not_spam "Don't know if this is the right place to ask, but I'm doing history/historical geography research on homesteading in the early 20th century, and I wanted to do some quantitative analysis of homestead patents in Oregon. I want to plot the number of homesteads per year for each county in Eastern Oregon between 1900 and 1929. I can get all of the homesteading patents on this website: http://www.glorecords.blm.gov/search/ (By selecting ""homestead original"" under ""authority""). However, it's huge pain in the ass to count for each county, each year, and would probably take me upwards of four hours. Is there anyway to extract this data without just counting it?",not_spam Stock prices manipulation using spam emails. Or some advice how to create it.,not_spam I looked at guidebox and that seems preferable but it's not free. I'm a web dev student and am trying to build an app that shows the networks a show is on,not_spam "Hi wondering if there are any nice earthquake prediction datasets that are open source? (Other than: [https://www.kaggle.com/c/LANL-Earthquake-Prediction](https://www.kaggle.com/c/LANL-Earthquake-Prediction) because I'm looking for predicting magnitude) &#x200B; Thanks so much!",not_spam "Hello, I'm looking for a dataset which I can use for some fuzzy logic analysis. This means that the set prefererrably contains a lot of columns describing ""relative"" terms like for example ""How satisfied are you with our UI"" and possible values like (""Extremely"", ""Very"", ""Moderate"", etc.). It doesn't matter what the dataset will be about. Any help would be greatly appreciated!",not_spam "The data was collected from the music streaming service Deezer (November 2017). These datasets represent friendship networks of users from 3 European countries. Nodes represent the users and edges are the mutual friendships. We reindexed the nodes in order to achieve a certain level of anonimity. The csv files contain the edges - nodes are indexed from 0. The json files contain the genre preferences of users - each key is a user id, the genres loved are given as lists. Genre notations are consistent across users. In each dataset users could like 84 distinct genres. Liked genre lists were compiled based on the liked song lists. The countries included are Romania, Croatia and Hungary. For each dataset we listed the number of nodes an edges. &#x200B; Link: [https://github.com/benedekrozemberczki/datasets#deezer-social-networks](https://github.com/benedekrozemberczki/datasets#deezer-social-networks)",not_spam "Hi all, Looking for datasets with many columns. Upwards of 2000, if possible. And ~3GB. Iโ€™m not having much luck! Thanks!",not_spam I have been working through a tutorial with this 1990 housing dataset on [kaggle](https://www.kaggle.com/harrywang/housing). I would like to wrangle the data and do a similar analysis or get a comparable dataset and do an analysis. What can you suggest? ,not_spam "Dear All &#x200B; I am looking for dataset which consists of tweets or blogs or new articles or wikipedia articles which are related to football players and they either talk about some controversy or they have started a controvercy. &#x200B; Regards NDS",not_spam I am trying to make a chatbot to help people with mental health problems and I would really appreciate if someone could help me find relevant data! ,not_spam "Hi guys, hoping you can help me find some free datsets of premier league (or any other big league) players which include some basic statistics and info. Googling gives mostly datasets of fifa games/fantasy leagues which arent what im looking for. ",not_spam Is there a dataset showing the relationship between the population density of an area and how left/right leaning they are?,not_spam "Hello, I am looking for some datasets which are daily updated. The best case is that on a given site every day there is a new CSV or JSON file uploaded. It can be anything (or maybe daily files with more than> 1000 new records) :) Thanks for the help :)",not_spam "I would love to get something on conspiracy theories and/or health, desperately been searching for days now. Any suggestions? I know it's very specific. Would already be amazing to get any interesting data that is not just something like election, pol behaviour and stuff. Thank you!",not_spam "I am creating a website that analyzes your text messages / Facebook messages to offer some interesting graphs and statistics about your chats. &#x200B; Whats the best way to allow a user to give us their messages? I know they can download and upload, but I was hoping to have it be automatically updated. &#x200B; EDIT chill out about privacy concerns, this is for me and a few friends I don't plan to read anybodies messages lol",not_spam I'm willing to create an Arabic chatbot and I'm looking for an Arabic dataset for my project could you help me with some links to existing datasets or some resources to help build my project.,not_spam "I will be teaching statistics for clinical trials to students lacking much of a math/statistics background. I am in search of simple CSV files representing real-life data from clinical research. Topics will be relatively elementary (e.g., chi-square, t-test, anova, some regression). Any suggestions on where to start?",not_spam "I have gone through [https://www.kaggle.com/moltean/fruits/code](https://www.kaggle.com/moltean/fruits/code) this dataset. But need more dataset.",not_spam I've been trying to find some sort of web-based feed for the national debt. It seems that most sites simply calculate the number and don't consume any sort of up-to-date feed. Thanks in advance to anybody who can help a brotha out.,not_spam "I found the dat files going back to 1962 on [this website](http://www.nber.org/data/cps.html), but honestly I've never read a dat file into statistical software. I've tried reading the codebooks to figure out the headers, but it's going way over my head. Has anyone read these files into SPSS or Stata that could give me some advice?",not_spam Where can I find the most reliable demographic data sets by zip codes by year? Hoping for it to be free.,not_spam "Hi r/datasets, CEO of the company that built [Dolt](https://github.com/liquidata-inc/dolt) and [DoltHub](https://www.dolthub.com) here. Most folks on this sub should be pretty familiar with Dolt and DoltHub at this point. But if you aren't Dolt is Git versioning wrapped around a SQL database. DoltHub is a place to share databases in Dolt format. We think it's a better way to share open data on the internet. No importing. SQL comes with the format. Every month we'll be publishing a blog on new or interesting datasets on DoltHub. This is the first in that series: [https://www.dolthub.com/blog/2020-05-01-april-dataset-spotlight/](https://www.dolthub.com/blog/2020-05-01-april-dataset-spotlight/) If you put a dataset on Dolt and DoltHub you want us to spotlight, [hit us up](https://www.dolthub.com/contact).",not_spam Iโ€™ve been looking around but have no idea where to search for GIS data and maps on the jurisdiction boundaries for California police agencies.,not_spam "IIRC LinkedIn used to offer some searchable trends for job titles. Can anyone here point me in the direction of something similar? I'm looking for a database of individuals containing their current job title and their past job titles, for any geographic region or language.",not_spam The full list of Imagenet URLs are unavailable on their website [http://image-net.org/download-imageurls](http://image-net.org/download-imageurls) does anyone know where I could find them?,not_spam "Hi, where can I find the data (names, sex offense, address, picture, etc) for sexual offenders in the state of Wisconsin? There's already a public registry but I'd like to display the data more readily and available. Does something like this exist or do I have to scrape the existing site? ",not_spam Does anyone know of any PUBG player detection data set ?,not_spam "I have a project where I have to input a data set into Tableau and examine it. Iโ€™m struggling to find a good dataset that isnโ€™t too large. Iโ€™m mostly interested in something simple like finding out top tv series and ratings but havenโ€™t found one with enough data for that! Can someone recommend me some easy datasets to go through? Thank you so much",not_spam Has anyone successfully webscraped Zillow or figured out a way to somehow access the underlying data and/or images? Having a dataset like that would be so awesome.,not_spam For a project I'm trying to develop a plagiarism detector and need a dataset of python codes. Any leads would be really helpful...TIA ๐Ÿ™‚,not_spam "Hi, everyone. I'm looking for a dataset with information about scientific journals. I'm looking for its impact factor and enough information to find out its decile/quartile, like rank and number of journals on that category. &#x200B; I'm sure that something like that has to exist, but I can't find it. I have found some websites, but they're awfully slow and I can't execute mildly complicated queries like (""Journals ranked within the first decile that are related to at least one of the following categories...""). &#x200B; I hope that someone here can help me.",not_spam "I was wondering if I could download any dataset as a free user? And if not, then where can I get some freely available datasets other than Kaggle? Thank you for your time! :) Have a great day! :)",not_spam I need to brush up my probability and algebra concepts for my upcoming machine learning classes. Any apps/ flash card type lessons would be awesome,not_spam AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA,not_spam "Here are a few of the datasets I've collected over the past year + jupyter notebooks so you can see what's in them! [https://github.com/schlende/practical-pandas-projects](https://github.com/schlende/practical-pandas-projects) I collected most of this data to look for product opportunities. Check out the etsy **view count** data and the Google Play **ratings per day** data. With a bit of analysis you can get a sense of which products are popular and which aren't. Enjoy!",not_spam "Using the list of counties from the Census bureau, I would like to fill in the blanks with longitude, and latitude values with each county for a project I'm working on. I'm new to the API stuff. Data here from the census bureau. [https://api.census.gov/data/2019/pep/population?get=NAME,POP,DENSITY&for=county](https://api.census.gov/data/2019/pep/population?get=NAME,POP,DENSITY&for=county) Data for the US for 3142 counties.. Does this exist anywhere?",not_spam " I have a database of mutual fund data: month, fund id, return of fund; fund flow and stock holdings(price, number of shares, beta of shares). The data is quarterly provided (I have a quarter id allocated) however the delta is monthly. Now I need to classify the funds into 5 quintiles in Stata based on the beta of the shares they hold, and these 5 portfolios have to be equally weighted, so not considering the market cap of shares. How can I do this in Stata ? ",not_spam Can someone suggest a dataset for EDA practice in Python?,not_spam "This isn't obtainable from any of the public datasets that I know of. I doubt reddit would release this kind of thing voluntarily but maybe someone has joined reddit voted/comments with pages analytics or something? Even if there's no dataset where this could be computed I'm curious what the answer is.",not_spam "Hi, Iโ€˜m looking for a dataset of labor replacing technologiesโ€™ penetration at ideally country-industry-occupation level. I have worked with the usual one of the IFR of robots per country, but now I am looking for a broader definition of a labor replacing tech, like AI penetration or something like that. Any ideas? Thank you in advance!",not_spam Does anybody have or know where I could find the average credit card debt per person or for the united states preferably by month but year could work.,not_spam "Synesthesia. What is synesthesia? According to google, ""Synesthesia is a condition in which one sense (for example, hearing) is simultaneously perceived as if by one or more additional senses such as sight. Another form of synesthesia joins objects such as letters, shapes, numbers or people's names with a sensory perception such as smell, color or flavor."" One of the types of synesthesia, one of the most common, is Grapheme-Colour synesthesia, where, as defined earlier, is where people associate things such as numbers, dates, letters, and many more, with colours. For instance, to me, the number five is a very bright orange, and the month of March is a deep green. This form is NOT only for people with synesthesia. You can submit to it whether you have synesthesia or not, just please submit to it seriously, with what you feel represents it best. Other things to note: \-Submitting for the months is mandatory, the weekdays and the numbers are not. \-The form will close on January 18 \-My goal is 200 submissions. If anyone could somehow give this survey to others that would be greatly appreciated! [https://forms.gle/hYFqECH9EGBRPMd36](https://forms.gle/hYFqECH9EGBRPMd36)",not_spam "Hello! We are interested in investigating the link between social media and mental health, as current research suggests that they are linked but there is no consensus on how they influence each other. If you decide to take part, you will be required to answer 3 online surveys: โ€ข Each survey should take no longer than 15 minutes to complete. โ€ข After completing the first survey, the **second survey will be emailed to you after 2 weeks.** Lastly, **the third survey will also be emailed to you in 2 weeks** after completing the second survey. To take part, **you need to be a user of any social media service/website** (Reddit, Facebook, Twitter, etcโ€ฆ) and **atleast 18 years of age.** After completing the third survey, **you can enter in a draw for a chance to win 1 (out of 5) ยฃ10 Amazon voucher.** Link to first survey: [https://ntupsychology.eu.qualtrics.com/jfe/form/SV_0PLfj0kVcAdXjnf](https://ntupsychology.eu.qualtrics.com/jfe/form/SV_0PLfj0kVcAdXjnf) This study has been ethically approved and funded by Nottingham Trent University. If you have any questions or queries, you can ask them in this thread (if appropriate) or email Dr. Zaheer Hussain ( zaheer.hussain@ntu.ac.uk ) or, myself, the research assistant Ruben ( n0883556@ntu.ac.uk ). Thank you for reading this!",not_spam I am searching for a dataset of cancer images that has different scans for the same spot for fusion this for my graduation project . Please help it doesn't matter type of cancer most important that multiple scans to fuse between them,not_spam "Over the past two years I've built a tool for patients of chronic autoimmune and ""invisible"" illnesses to track their symptoms, treatments, and disease triggers. It recently launched to the public at www.flaredown.com after a lengthy private beta. The goal is to use the data the Flaredown gathers to identify patterns and correlations that might help patients of these hard-to-treat illnesses. For example: - Does X treatment affect Y symptom positively/negatively/not at all? - Are there subsets within our current diagnoses that could more accurately represent symptoms and predict effective treatments? - Can we reliably predict what triggers a flare for a given user or all users with a certain condition? - Could we recommend treatments effectively, based on similarity of users rather than specific symptoms? (like Netflix recommendations for treatments) - Can we quantify a patients level of disease activity based on their self-reported symptoms? How different is it from our existing measures? We're starting to accrue a real body of data by now and I want to share it with data scientists, researchers, or anyone interested in questions like the ones above. To start, I could use advice on how to format the data for this kind of use. But after that I really want to dig in and start analyzing what we've got. Let me know your thoughts, and if you're interested in helping out!",not_spam Did anyone know how could i get an puplic mri dataset for breast cancer detection ?,not_spam "Does someone has any place where you found good datasets about the traffic system or health system in Brazil? I appreciate your time helping me out, thanks.",not_spam "I just finished my first year in a data science graduate program. I got some good exposure to various algorithms and hands on experience with real data sets. Two areas that we didn't have time to devote individual assignments to are: \- (User-item) recommender systems \- Associate rules (like market basket analysis.) Any datasets out there that are good for exploring (either of) these ML techniques? I understand that there is likely no single dataset that would be applicable for both, but didn't want to create separate posts.",not_spam "One year's worth of salary data for most of Deloitte ended up getting released after the big Sony leak in 2014 (apparently an HR person moved from Deloitte to Sony and had the info on Sony's network somewhere). I'd love to get my hands on it. I've contacted the reporters that covered the leak in the story linked below, but I haven't received a response. http://fusion.net/story/31227/sony-pictures-hack-spreads-to-deloitte-thousands-of-audit-firms-salaries-are-leaked/ If any of you have the data saved, or know where it is archived, I'd be very grateful. I've looked for months, but no dice.",not_spam "Hi all, I am looking for data corresponding to UN Sustainable Development Goals, specifically [SDG11](https://sdgs.un.org/goals/goal11) concerning sustainable cities. Each goal has several targets and indicators that help in measuring the progress (in this case, making the cities sustainable), ~~for ex -~~ 1. ~~percentage of population in slums.~~ 2. ~~proportion of population that has convenient access to public transport~~ 3. ~~Deaths and injuries from natural disasters~~ # These are the indicators for SDG11 / the data I am looking for city-wise 1. Proportion of urban population living in slums, informal settlements or inadequate housing 2. Proportion of population that has convenient access to public transport, by sex, age and persons with disabilities 3. Ratio of land consumption rate to population growth rate 4. Proportion of cities with a direct participation structure of civil society in urban planning and management that operate regularly and democratically 5. Total expenditure (public and private) per capita spent on the preservation, protection and conservation of all cultural and natural heritage, by type of heritage (cultural, natural, mixed and World Heritage Centre designation), level of government (national, regional and local/municipal), type of expenditure (operating expenditure/investment) and type of private funding (donations in kind, private non-profit sector and sponsorship) 6. Number of deaths, missing persons and persons affected by disaster per 100,000 people 7. Direct disaster economic loss in relation to global GDP, including disaster damage to critical infrastructure and disruption of basic services 8. Proportion of urban solid waste regularly collected and with adequate final discharge out of total urban solid waste generated, by cities 9. Annual mean levels of fine particulate matter (e.g. PM2.5 and PM10) in cities (population weighted) 10. Average share of the built-up area of cities that is open space for public use for all, by sex, age and persons with disabilities 11. Proportion of persons victim of physical or sexual harassment, by sex, age, disability status and place of occurrence, in the previous 12 months 12. Proportion of population living in cities that implement urban and regional development plans integrating population projections and resource needs, by size of city 13. Proportion of local governments that adopt and implement local disaster risk reduction strategies in line with the Sendai Framework for Disaster Risk Reduction 2015-2030a 14. Number of countries with national and local disaster risk reduction strategies 15. Proportion of financial support to the least developed countries that is allocated to the construction and retrofitting of sustainable, resilient and resource-efficient buildings utilizing local materials I found several datasets on country level for example on the [SDG Tracker](https://sdg-tracker.org/) by [OurWorldInData](https://ourworldindata.org/) and [Eurostat (EU database)](https://ec.europa.eu/eurostat) but none of them contain at the city level. I haven't listed all but there are several others databases providing similar data. Appreciate any sources/leads. &#x200B; EDIT1 : Added exact indicators/data I am looking for. &#x200B;",not_spam "Tried searching the internet (and this sub specifically) but not found too much relevant information. If someone could help, that would be fantastic.",not_spam Just wanting to know what popular subreddits that people DON'T want to see. Thanks!,not_spam I am looking for data on tumour volume growth over time. It's very urgent so any help would be highly appreciated.,not_spam " I observe a strange problem when working with the Fama-French datsets published on Kenneth French [website](https://mba.tuck.dartmouth.edu/pages/faculty/ken.french/data_library.html). The Datasets compute different portfolios using price data at the beginning of t (Opening price). One of them is the excess return on the market, value-weight return of all CRSP firms incorporated in the US and listed on the NYSE, AMEX, or NASDAQ. For the risk-free rate, the one-month Treasury bill rate is used. Firstly, I use the ""Fama/French 5 Factors (2x3) \[Daily\] dataset"". I merge it with a dataset composed of the opening stock prices of different companies obtained from Refinitiv Eikon Datastream (RED). I compute the monthly excess return (ER) of each stock. Furthermore, I use the one-month Treasury bill rate to compute the excess returns, provided by the Fama-French dataset. Then regress each company's time series of excess return on the Fama-French factors. Mainly for now, I want to focus on the CAPM, thus on the market excess return (mktrf). Hence, regress: ER on mktrf. For this regression, I obtain significant results for the market excess return on the 1% level. I can mostly reject the existence of a constant. That aligns very well with the CAPM theorie. Moreover, plotting the ER and the mktrf I can see the positive correlation. Plotting companies ER and รŸ with a linear fit, I can observe the Security Market Line (SML) too. The problem: Secondly, I use the ""Fama/French 5 Factors (2x3) dataset"". This contains monthly and yearly factors. I clear the dataset for monthly data only. Then, I merge it again with opening stock prices of different companies from RED. Similarily, I compute the ER. Again, I regress each company's time series of excess return on the Fama-French factors. Focusing on the CAPM I run the regression: Regress: ER on mktrf. For this regression, I obtain no significant results for the market excess return. However, I cannot reject the existence of a constant, it rather is signifiacnt and takes a value close to 1. That aligns not at all with the CAPM theorie and honestly leaves me clueless. Plotting the ER and the mktrf I can see no correlation at all, aswell as no SML when including a linear fit in the ER and รŸ plot. I checked the company's prices. They are correct. I controlled how I computed the returns. They are correct, too. I downloaded the Fama-French factors multiple times, and they do not change. Can someone explain this to me? Thank you for reading! Have a great day. Best for you, Losyres",not_spam "Hi, For my portfolio I'm creating an app that will allow you take a picture of a product it and translate the text to your language of choice. I really don't plan on searching all over the web and cropping out thousands of letters so if any of you know of a data-set for this, I would greatly appreciate it!",not_spam Thanks for the tip!,not_spam "Does this data exist anywhere? Census or something? I'm also interested in pretty much any other datasets at the address level.",not_spam " Hello everyone, I'm doing a research on the mergers & acquisitions related to German speaking countries (Germany, Austria, Switzerland) and I'm looking for reports, statistics, useful articles, links, anything like that. I'm having trouble finding such information. Please let me know if you have any idea or suggestions where I could find such info. Many thanks! :) ",not_spam [http://omnisci.link/tgj3n8](http://omnisci.link/tgj3n8),not_spam "Hi guys! I'm looking for a video game dataset that contains the game description for text mining. Thanks in advance!",not_spam "So I would like to study a reliable dataset on the matter. I saw a few data (very small sets) regarding chest xrays, but so far I found nothing of decent quality. Have you found anything worth studying? I'm interested only in classification tasks.",not_spam "Long shot I know, but even if itโ€™s just for any particular news station it will work! Thanks!!",not_spam "I'd like to work on a personal project for recommending books based on the vocabulary of books previously read, to do this I need the contents of a bunch of books, preferable children's books.",not_spam "I see figures for severe cases on sites such as Our World in Data but itโ€™s not clear what the definition is and how the data is sourced. Do hospitals or states publish these figures?",not_spam "Hello everyone. I have a class project that requires me to do linear regression on a data set (any topic). Having a hard time finding a data set that fits the project requirements. It'd be much appreciated if yall can point out some data sets that fit this data The requirements are: 1. Min of 1,000 instances 2. Min of 15 numeric variables 3. It is preferred to not have extensive missing data. 4. Must be excel compatible",not_spam "Hello! Does anyone know where I might be able to find an imageset of trees, or more specifically, forest trees? Thank you in advance!",not_spam "Hey /r/datasets I just tried posting this in /r/math but they sent me here. So I'm a 3rd year maths student in the UK and I'm writing a project on voting systems. I'm trying to find a free online data set which has preferential rankings, i.e. Voters choices on a set {A,B,C} with 1st, 2nd and 3rd choices marked, which I can perform some analysis on. Any one got any suggestions??",not_spam "Hi Folks, &#x200B; This is my first post to r/datasets so please let me know if I'm doing something wrong. I've looked for a good dataset on job search and historical hiring with dimensions on position title, position required attributes, applicant resume skills posted vs hired etc.. with all identifying information scrubbed. I'm thinking the dataset I'm looking for doesn't exist so I will probably need to create it. I think there are government labor statistics for positions by industry, but Indeed / Monster etc.. don't have any detailed public datasets. Can you point me to any public datasets that have related information and as for scraping info from Indeed or other hiring sites. Would I need an api key or do you think the company would allow web crawling / scraping without blocking my IP? Another source might be job posting on craigslist. &#x200B; I appreciate any recommendations. &#x200B; Some features I'm interested in. &#x200B; Companies posting positions Company attribute Applicant Unique Identifier / Resource ? Applicant location / region Applicant resume attributes Applicant Considered Yes / No Applicant Hired Yes / No Posted Position Title / Description Posted Position location / region Posted Position Required Attributes Posted Position Preferred Attributes &#x200B; &#x200B; &#x200B;",not_spam (self-explanatory),not_spam "Does anyone know a dataset for insurance fraud detection based on textual claims? If no, do you know any similar tasks? ",not_spam "[NORC at University of Chicago](http://www.norc.org/PDFs/GSS%20Reports/GSS_Trends%20in%20Gun%20Ownership_US_1972-2014.pdf) page 3 [Gallup](http://www.gallup.com/poll/150353/self-reported-gun-ownership-highest-1993.aspx) The values fromt the Gallup poll are much higher. There isn't a whole lot of overlap between the years, but the values seem to be 10-20% points higher. Is it possible a lot of people were lying in one of the polls? I would think NORC would be more vulnerable, since people may not want to tell someone over the phone they have a gun in their house, but Gallup performed interviews this way and got vastly different results.",not_spam "Hi, I wish to work on HER2 analysis scoring methods and I found out there once was a contest about it @ https://warwick.ac.uk/fac/sci/dcs/research/tia/her2contest if someone could download that dataset and upload it somewhere I'll be really greateful! apparently you need a Warwick University login to do so. THANKS!",not_spam "Hi everybody. I just coded a Scrapy python project to crawl famous dictionaries (Oxford, Longman, Cambridge, Webster, and Collins), it is on my Github: [https://github.com/kiasar/Dictionary\_crawler](https://github.com/kiasar/Dictionary_crawler) &#x200B; with this, you can create a lot of dictionary data if you want to. Hope you like it.",not_spam "Hey everyone, I appreciate the assistance yesterday on finding changes in minimum wage. I am now in need of a dataset containing dates in which minimum wage has changed in individual states. The dates I'm looking for are dates that enact the law that states that the minimum wage has changed. I am currently in the process of creating the dataset now but would be grateful if one already exists. If anybody has any pointers/recommendations, I'd greatly appreciate it.",not_spam "Post any datasets you have or know of on local or global weather, storms and natural disasters, climate change, ocean temperatures and tides, aviation weather and wind speed data, etc. Hurricane-related datasets would be especially relevant right now.",not_spam "The only readily accessible information bearing any similarity is ***Impact of heterogeneity and socioeconomic factors on individual behavior in decentralized sharing ecosystems, 2013***. However, the data presented is predominantly about music and movies, with software not mentioned. [Full article available here](http://www.pnas.org/content/111/43/15322.full.pdf+html) [Supplemental Data available here](http://www.pnas.org/content/suppl/2014/10/02/1309389111.DCSupplemental/pnas.1309389111.sapp.pdf) Thanks in advance! Edit: Formatting",not_spam "Hello all, I'm looking for average monthly C02 levels per state preferably for the last 20 years. For example, the average C02 levels in PPM/ PPB of Missouri for every month from 1980-2020. I'm not quite sure where I would find this, or if it even exists, but I would be greatful for any help.",not_spam "Hey there, I work for a charity and we are wanting to look at data for shootings in america. We found one API for mass shootings but we would like ALL gun crime and also the api to be filterable by date period. So we can gets stats for 2011/12/13/14 etc... As we are based in England we are not sure if there are any government or public knowledge ones. Please help..",not_spam "Turns out I should have measured light levels while I was in the field. Does anyone know where I can find weather reports for Baja California, specifically percentage cloud cover, going back a few years? Thanks!",not_spam "Hello everyone, Please let me know if this is the wrong place to post this kind of stuff. Edit: If you'd like an update when/if we publish the dataset or some models using it, please let me know :) This is a simple data collection app that, after you have provided some ratings, gives you some movie recommendations for you to watch later. You can try it out here: [https://mindreader.tech/](https://mindreader.tech/). The difference between this one and datasets like MovieLens is that here we are asking you about actors, genres, directors, subjects, etc. as well. We're working on my specialization within cold-start recommender systems, specifically interview-based systems that try to ask users what they think about certain items in order to generate a good initial profile for them. Most interview systems ask towards items during this interview. In a movie-recommending setting, this means that you would be asked if you like certain movies. It of course makes much more sense to ask the user whether they like horror movies, comedy movies, etc. first before delving into more specific topics. However, no dataset with this feedback explicitly stated exists. That is what this little game is for. From the little feedback we have received so far, it looks like our hypothesis holds true. Users answer ""Don't know"" to movies much more often than they do for non-movie entities. If you are interested, we return all our statistics of the dataset at [https://mindreader.tech/api/statistics](https://mindreader.tech/api/statistics) so you can have a look yourself. I hope you want to try it out - if nothing else, you are aiding research and getting some recommendations out of it ;)",not_spam "Hello guys I am working on a chatbot supporting Arabic language, I assume most of you here never worked on Arabic, but maybe someone crossed a chat dataset of Arabic. What I am looking for is a reddit comment format or twitter (tweet-reply) format dataset but in Arabic. Thank you",not_spam "I do QA for web stores. I do a lot of testing with our shipping systems on calculating rates and address correction. I'm hoping to find a list of a few thousand genuine physical mailing addresses throughout the US. My own searches have just turned up lists meant to be sold for marketing purposes. I'm not looking for any names or other details about actual people. Just a bunch of genuine address/city/state/ZIP combinations from across the country that I can easily paste into a spreadsheet. It could be a list of residences, courthouses, or Burger King locations for my purposes. They just need to be real. Thanks. ",not_spam " I am currently taking an Econometrics course and want to do some research on Bitcoin as a Hedge against inflation. I would like to start by doing a literature review, but unfortunately I'm having trouble finding research papers on the topic. Would anyone happen to know of any paper on the topic. It doesn't matter if they end up agreeing or disagreeing, but as long as they address and investigate the issue using some sort of econometric model. Any help would be appreciated.",not_spam "Hi, I am building out a Tableau portfolio and would love to be able to analyze the real estate market and real estate reviews in my city. My background is not super technical, I am about to graduate with an MBA and a concentration in analytics. We used SAS and Tableau in the few electives that I took so I have no experience with API's. Thanks!",not_spam "Hi Redditors, Where can I get a companies data for South Africa? I am looking for revenues, income statements or similar public listed data. Any websites, database or tools?",not_spam "Hi, Im working on a paper for my Big Data class. I'm looking for datasets on iPhone sales from the last 5 tot 10 years. Does anyone know where I can find this kind of data?",not_spam "I'm looking for an undergrad research topic (class project) and I've done the Titanic learning problem, so I was considering doing something similar on new data, but I'm having trouble finding data. Alternative ideas very very welcome as well. ",not_spam "Hey guys, does anyone know where is the main source of data for the World Happiness Report that we always find from Kaggle ? (But like what's the upper source of the data from Kaggle)",not_spam "I've seen a few threads on this but haven't found a definitive answer. Is there a way to extract player attributes from the game in bulk? Or even a website with the same info?",not_spam "Does anyone have good suggestions for real estate data sources, preferably that can filter by location and date?",not_spam "I'm looking for a graph that tells me how much of the cases are male and how many male cases there were on a daily basis, starting from around mid January.",not_spam "Hi all, Are there any free resources where I can have IATA (flights) data sets?",not_spam "I have been working on this project for a few months now where I have merged coronavirus data of the world from various datasets. The problem is that my [source](https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_recovered_global.csv) of \`total\_recovered\` feature has [stopped reporting](https://github.com/CSSEGISandData/COVID-19/issues/3464) recoveries for US since December. This makes my graph look like this. [New recoveries for World](https://preview.redd.it/ks97i9kba3y61.png?width=1231&format=png&auto=webp&s=0f76981201cb387e05b65be869465195429adeeb) I have been unable to find the data from any other source. Is my best bet now to just discard this feature now?",not_spam Anyone know where I can find a dataset of salaries of executives of publically traded companies,not_spam "Hello all, Currently I'm searching for a dataset mentioned in a paper I read that contains quarterly Hotel Occupancy Tax receipts for Texas hotels between 1995-2005. The data I'm looking for is mentioned here: [https://comptroller.texas.gov/taxes/hotel/](https://comptroller.texas.gov/taxes/hotel/). I created an account for their SIFT database and was able to access this data for 2018, 2019, and of course most of 2020. However, it seems as though they have not uploaded older data. Does anyone have this data handy, or know where I could find it? Best,E. EDIT: As an update to this post! After I took a better look at the data the files provided by the Comptroller does in fact go back to 1995. ",not_spam FSOCO or any other Formula Student dataset with FSG/FSE styled cones for driverless,not_spam "I'm looking to determine some estimation for or a way to find how many times a song might have been listened to through radio plays, given something like position on Billboard's Hot 100. &#x200B; I'm having trouble even finding how many listeners a radio station would have, let alone how many times a generic radio station would play one particular songs per week.",not_spam "I want to understand how milk temperature changes . It's probably best to explain the kind of plot I'd like to be able to make, with publicly available data. x-axis: air-temperature, y-axis: milk-temperature. Basically, I'd like to understand how fast milk temperature changes with a corresponding change in ambient air temperature. I'd be nice to get this data for different kinds of milk (1%, 2%, etc...), and even different kinds of cartons, if possible. I wasn't able to find any information on this googling around, but it seems to me like it must exist, perhaps at the FDA or CDC. How else can they recommend that after 4 hours of power outage, you should throw out your milk, for example? It might even be modelable with an equation (ignoring the cartons), since we know the fat content of the milk? Any pointers greatly appreciated! TIA",not_spam Can anyone please share some information on how to create data for CDR analysis and IP detail record analysis. And please anyone share the existing data repository link I need to do some analysis on data set and tried different data generators but didn't get the desired result. Any help will be appreciated.,not_spam I'm looking to find if there are repositories of research papers that come with either the data or programs they used. Basically a repository of research papers that are reproducible or at least claim to be. If I've thought of the idea I assume someone else already has as well and it exists. I just don't know where to find it. Thanks for the help.,not_spam "Hi community, I share with you a 1.2 millions rows dataset from the subreddit Wallstreetbets. I will update soon. [https://www.kaggle.com/mathieucayssol/wallstreetbets-data](https://www.kaggle.com/mathieucayssol/wallstreetbets-data) I hope it will be useful for you.",not_spam "I'm working with the FEC dataset on campaign finance. Specifically the table which shows money movement from one committee to another - [Any transaction from one committee to another file description | FEC](https://www.fec.gov/campaign-finance-data/any-transaction-one-committee-another-file-description/). My problem is ensuring that I'm correctly deduplicating reciprocal entries such that I'm not counting the same money twice. For example, here is an aggregate view for two connected committees. In line 1, the $35K is recorded as an inflow while in line 2, the same $35K is recorded again as an outflow. I only want to count the 35K once. C00010603 -> C00136200 = $35,000 (18G - Transfer in from affiliated committee) C00136200 -> C00010603 = $35,000 (24G - Transfer out from affiliated committee) From this, I know that 18G/24G are related, but there are quite a number of codes: [Transaction type code descriptions | FEC](https://www.fec.gov/campaign-finance-data/transaction-type-code-descriptions/). Some descriptions seem to provide some hints, but where possible I would like to avoid inferring these relationships and definitively identify the inflow/outflow pairs. Is anyone aware of someone who has done this exercise already? **Edit:** I did do an analysis to flag any identical inverted $ amounts between two committees as possibly fitting this criteria, though it doesn't give me much understanding. The first pair for example wouldn't seem like they're connected in reading the descriptions: 18K = Contribution received from registered filer 24K = Contribution made to nonaffiliated committee \--Top 10 pairs (Number of Pairs)-- 18K->24K 25,464 18G->24G 2,388 18J->24K 1,533 22Z->24K 154 18G->24K 138 18K->24G 129 18J->18K 118 16C->20C 102 18K->24Z 77 24K->24Z 62 |||| |:-|:-|:-| |||| &#x200B;",not_spam "As the title says, what is the easiest (free) way to download around 1 million images of maps given a list of coordinates, similar to when using Google maps.",not_spam I'm looking for a soccer dataset with result and every data of sigle football player. Is it Possibile?,not_spam "I am involved in a campaign in my city that has allowed me to spend time with several of the key figures. I talk with politicians, councillors, urban planners, developers and local business leaders and I always ask them what data they are collecting and what they are using it for. Local authorities say that they are collecting data and that it's published on their website, but what they're always referring to is pdf reports that contain some statistics. I want to hear examples of cities that are collecting and using data effectively so I can start working to improve how my city does it.",not_spam This database wouldn't even need to have all of the information - just post timestamp and the subreddit it was submitted to would be fine for my purposes.,not_spam "Hello, does anyone know where I can get a data set that contains information around the amount of sleep someone gets vs their short term and long term memory ? ",not_spam "Trying to not only improve your efficiency of your web crawler but also to create a web crawler faster? Today I will share 5 tips from my experience to improve your efficiency when you are building a web crawler. Hope you will like it and please leave a comment below on how you will increase efficiency of your web crawler. [https://towardsdatascience.com/https-towardsdatascience-com-5-tips-to-create-a-more-reliable-web-crawler-3efb6878f8db](https://towardsdatascience.com/https-towardsdatascience-com-5-tips-to-create-a-more-reliable-web-crawler-3efb6878f8db)",not_spam "Hi! I'm a Data Science student working under a project that needs 90 days of fitness and sleep activity data. I have data from 4 friends but to make an impressionable project, I would need data from a larger inputs I am interested in gathering all fields that a smartwatch measures such as steps, calories, sleep patterns, BMI, heart rate etc,. As I'm only interested in the health statistics, I do not need any personal information and this will neither be shared during presentation. Anonymity will be maintained You can export the data from the fitness app on your phone or watch with just a click. You can mail the files to me at : 1MS18CS046@msrit.edu I would really appreciate your help! Please feel free to mail if you have any additional questions. Thank you very much in advance.",not_spam "I am familiar with the WebKB dataset from CMU. Can somebody point me to another collection of Web pages? Thanks.",not_spam "Since IMDb doesn't allow scraping, does anyone know where to get a list of movie titles from the last 5-10 years? The plan is to use it in the OMDb API to search for more info.",not_spam "Hey guys, probably considered a bit of a silly question here but I am new to this, if i was to create a dataset with multiple outputs, how would this be written. would I have 24 columns for my 24 outputs? or would I divide 1 by 24 and use each decimal as a new possibility? for example, 1 0 0 0.... 0 1 0 0.... 0 0 1 0.... 0 0 0 1.... &#x200B; Or &#x200B; 0.04 0.08 0.12 0.16 &#x200B; Thanks!",not_spam "Im looking for a list of all the land border crossings in the world, with the coordinates of the crossing point and the names of the 2 countries. &#x200B; The closest I have come is [https://en.wikipedia.org/wiki/Category:International\_border\_crossings](https://en.wikipedia.org/wiki/Category:International_border_crossings) which I have scraped, BUT many of the border crossings point to the middle of the border town not the actual border crossing, or worse, points to the road that crosses that border, but nowhere near the actual crossing. &#x200B; thanks for any help or pointers",not_spam "Is there a dataset available that has 1000 or something subjects and have corresponding 3D mesh or point cloud? The ones I have found till now have limited subjects.",not_spam "Conversational data sets example: User: hi Bot : Hello how can i help you ? User: How ar u? Bot: Did you mean, how are you? If so, I am great. English grammar correction datasets (ECG)",not_spam "Hi, looking for a dining hall data set for a school project. Want to forecast demand. Have searched kaggle, google data search tool, and data is plural excel sheet. Best I've found is grocery store demand.",not_spam "hello , am working on my final year project wich is a software vulnerability dashboard , when i visited the NVD site they only offer a JSON type file to get the dataset , i haven't worked with that before and i faced so many problem trying to deal with is , so if anyone in here have worked on that before , please i really need your help asap because tbh am running out of time , if anyone have the dataset or have worked on the similar problem before . thanks",not_spam Does anyone have experience with this? An Any thoughts appreciated!,not_spam See the title. Looking for a data set that can give us quantitative metrics for the environmental impact of different foods for a research project. Appreciate any help or pointers in the right direction.,not_spam I was curious if there is any dataset available that contains information regarding total water usage /day or week or month (whatever I can get) for city or state level.,not_spam CFB: College Football,not_spam "hey everyone! im currently attempting to build a program that will detect if a person is sick, or healthy, but to do so I need to train the program with images, so if anyone would know if there is a dataset with images of sick or healthy people it would be appreciated!",not_spam "Hello everyone, I'm looking for an dataset which contains all the news articles about Covid-19 all around the world labeled as Fake or Real.",not_spam "I am currently trying to compare the total time every nuclear reactor has ben active (performing fission) in total to the number of nuclear related accidents and the number of people that died or where harmed in said accidents. It is the former statistic that i am currently struggling to acquire, I therefor inquire as to whether any one on this fine subreddit would be in possession of such statistics or be able to inform me as to where i might be able to obtain said statistics? yours truly Regular0guy tl;dr: where can i find out how long every nuclear power plant have been operating in total?",not_spam "Hi guys, just wanted to share a software I wrote, based on the engine behind Helium Scraper that gets data from the Common Crawl database, so instead of loading actual pages, it loads HTML from the database. This is a free software, and I just published it a few weeks ago. Was wondering if anyone here would find some interesting uses for it. Unfortunately common crawl doesn't seem to be complete enough yet, but the database keeps growing. Here i published a video showing how the software can be used https://youtu.be/QVqbySDpdyQ The software can be downloaded form here: https://www.heliumscraper.com/commoncrawler/setup/ Also, let me know if there's any improvements you can think of. I'm relatively new to Common Crawl so there must be many features I haven't thought of.",not_spam "I'm currently working on my final year project for Uni, which my idea for was analyzing data from smart speakers/assistants (Amazon Alexa, Google Home, etc) to create ""fake"" advertisements insights to conscientize the end-user of the sheer amount of data collected by those devices. My original idea was to collect data on myself and my own amazon echo, which I wrote a script to extract from the amazon website. However, I would like to have a proper data set, especially as it would make evaluating easier When looking for a data-set on this, I did not find anything on that format, as such, I was wondering if anyone has a good reference to where I can find that data. Ideally, it should be anonymized, and contain the metadata + the message of the voice command, or the audio file Thanks a lot for the help in advance :D",not_spam "Does anyone know where can get ""Weekly / Montly Air passenger and cargo traffic data for Indian Avaiation Sector""? &#x200B; Any help would be appreciated!",not_spam I'm a student conducting research about predicting BMI from face images using machine learning. I'm looking for a dataset that includes face images with corresponding BMI or height and weight. Does anyone here know where I can find that kind of dataset? Thank you.,not_spam "Does anyone have details or links to state level legal fillings in the US? I am looking for open / free fillings sources to perform text analysis and trends on litigation decisions. Federal fillings are distributed by the controversial and premium PACER system. However I did find RECAP, an initiative to open source these data. - [RECAP open source legal Fillings from U.S. Federal District and Bankruptcy Courts](https://free.law/recap/) - [PACER US Federal Court Fillings](https://www.uscourts.gov/court-records/find-case-pacer) Any pointers at state level would be appreciated",not_spam "Mildly new to web scraping, cleaning, and consolidating big chunks of data. Will put GitHub link to code that generated the database sometime soon. Variables: * Confirmed Cases (at time *t*) * Deaths (at time *t*) * Recoveries (at time *t*) * Total Confirmed Cases (up to time *t*) * Total Deaths (up to time *t*) * Total Recoveries (up to time *t*) [https://salientmind.blog/blog/2020/3/19/covid-19-time-series-database-for-152-countries-and-regions](https://salientmind.blog/blog/2020/3/19/covid-19-time-series-database-for-152-countries-and-regions) Update: New, validated repository at [https://github.com/dominictarro/COVID-V2-DB](https://github.com/dominictarro/COVID-V2-DB).",not_spam "Should I worry about having a good IQ to become a data analyst? If I do need to worry about having a certain IQ what test would be best for me to take that is under $50 online? Dont recommend me a free one either because I know those are fake. To be more specific on what type of IQ test I'm looking for, I want one that can measure how well I am with analyzing things. Any recommendations for a test I could take?",not_spam Any open source databases with publicly available contracts?,not_spam "Hello m8s I crawled reviews of 2400 different chocolate bars as well as metadata and US and Canadian chocolate producers. The data is available [here](https://www.kaggle.com/andrewmvd/chocolate-ratings). Also, the simple crawler that captured this data is available [here](https://www.kaggle.com/andrewmvd/chocolate-ratings-crawler). &#x200B; As always, credits go to the Manhattan Chocolate Society: > Manhattan Chocolate Society, Flavors of Cacao \[Internet\]. Available from: [http://flavorsofcacao.com/](http://flavorsofcacao.com/) &#x200B; Happy new year; Cheers",not_spam "Hi all, I am doing research on sexuality and gender in the gaming community on Reddit and 4chan. As part of this research I am hoping to collect the past year worth of comments data from /r/gaming. Can anyone provide any advice about whether this is possible, and how I might go about it? In particular, it would be ideal to collect comments data from posts that are in the 'controversial' category. Thanks in advance. Tim ",not_spam "Hi, Iโ€™m fairly new to data analytics so I apologize if this question doesnโ€™t make sense. Are there any datasets with the *predicted* coronavirus case numbers or future community mobility? Iโ€™m doing a project that attempts to predict the amount of CO2 that will be released in the future based off of the number of predicted cases. Thank you so much for your help!",not_spam "I am hoping to answer a couple of the following questions. * Where have VC funds gone over the last ten years (states and countries)?ย  Only USA is also ok. * Is the trend going up or down? * To what types of companies/industries?ย  * Demographics of recipients?ย  * Start-ups or existing firms? I know that PitchBook , Statista provide information that can provide answers to the above, but they are all paid services. Are there any data sources which provide such information for free (say a government website)? Any leads will be highly appreciated.",not_spam "Looking for anything on Cicadas. The range of each brood, dates of emergence of broods. Range of separate species. Anything! Thanks!",not_spam "It contains about 5000 news articles about Trump, from CBC news. What do Canadians feel about Trump. You might find out in here! [https://www.kaggle.com/ryanxjhan/latest-5000-trump-news-coverage](https://www.kaggle.com/ryanxjhan/latest-5000-trump-news-coverage)",not_spam "Hi, Iโ€™m looking for taxonomy datasets namely from e-commerce.",not_spam "As the title says. can anyone suggest where one would be able to find such datasets ?",not_spam "I'm trying to plan out trips to Disneyland with my daughter and I'd like to use attendance records to predict good days to go based on the month, season, day of week, attraction wait times, etc. The problem is that I can't find any free data set with this information. Does anybody have access to this information (possibly through a paid site) that is willing to share it with me? I'd also like to use this data for a school project for, so any ""park predictor"" type site is no good unless they make the data available.",not_spam "Edit: decided to use Legiscan instead of Openstates So I want to get a spreadsheet for Alabama house bills 201-250 that will have each bill's party, topic, Progression %, and Current Committee. All this information is on legiscan.com Is there a way to program something to get this data and put it in an Excel sheet. For the first few, I have just gone to the individual page for each bill and gotten the information, but I want to see if I can automate it. They have this API, but I don't know how to use it. Could someone who knows more have a look? [Here](https://legiscan.com/legiscan) is their website. What do I need to do to get this information? Any help would be much appreciated. Like, [this](https://legiscan.com/AL/legislation/2017?chamber=house&type=bill) has all the information. Edit: So I got it to make me an XML file which is a master list. It has all the info I need except party sponsor, which is under Bill_id. Is there a way for it to get multiple(50) bill id searches done at once. It made a really great spread sheet.",not_spam "Hello Do you guys know where is possible to find the data of Purchasing Manager Index (PMI) day by day? (in 2020?) &#x200B; Thank you so much",not_spam "I'm doing a project and need county level rainfall and temperature data. I have been trying to use this R studio package [https://cran.r-project.org/web/packages/countyweather/vignettes/countyweather.html](https://cran.r-project.org/web/packages/countyweather/vignettes/countyweather.html) but there seems to be some sort of bug and it is not working. Does anyone know of an alternative way of getting such data?",not_spam "I have been looking for a crossword puzzle dataset for a while but can't seem to find any. Someone posted about a 30,000 puzzle dataset a while ago but they removed the link and I can't seem to find it anywhere. Has anyone heard of any datasets that have crossword puzzles with their answer descriptions and corresponding answers? ",not_spam "I'm working on a project where I'd like to better understand the clothing resale industry (Goodwill, Depop, Poshmark, Ebay, Facebook Marketplace), but I've been struggling to find public access datasets on the topic. As a whole in the project, I'd like to report on industry's recent growth in popularity, interesting trends or demographic info, environmental/social implications, and ways to get involved. Ideally I would love some more data here than Statistica data points or Google Trend views and to possibly get a hold of a dataset that I could run some analysis on, but I've been coming up short on Kaggle, Github, and Google Datasets, so any help would be greatly appreciated :D",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome. ",not_spam "Hi all, I'm looking for a global weather history database. Some place where I can get the weather data for any location for about the last 50 years. I'd thought that this data would be publicly available but I have a hard time finding something legit. Most websites I found were just displaying the data with graphs for example, almost none provided an actual dataset. Does anyone know where one can get this data? I'd appreciate your insights. ",not_spam Need that header to classify emails into email-reply pairs.,not_spam "Hi, I am a patent researcher and heard about the vast collections of old catalogs. I am looking to browse these from time to time when I am looking to find old art/references. Currently I am looking for an application using spool/reel/rolls for electrical cable or other similar strands(tubing,barbed wire,carpet rolls) etc.. Thanks for any info to point me in the right direction.",not_spam "Basically what I'm looking for is the error in the forecast for rain, temperature, wind speed, and humidity in forecasts. I've found a lot of daily forecasts (i.e. predicted in the morning for that day), but I'm having a lot of trouble finding the forecast for the next day. I would like as much data as I can get, so manually going through web archive is not efficient. If possible, I would like data for Canada. Thanks in advance!",not_spam Looking for a proper real dataset to do the functional data analysis? Anybody can help or any advise ? Thanks in advance!!,not_spam "Image classification and pattern localization are very common tasks. Many datasets with pre-classified data, from MNIST to ImageNet, are made for this. But all known datasets have only normal, 2D images. Alas, I don't know any suitable datasets for volumetric image classification or volumetric pattern localization (e.g. on tomograms). Does anyone know such a dataset?",not_spam "Hi, looking for a data set that contains global air pollution for the years 2005-2020 could only find till year 2017 any help would be appreciated :)",not_spam Basically I'd like to get data on what state is most likely to catcall and see a ranking overall. ,not_spam Cannot find this info anywhere on the web.,not_spam I am looking for News articles from liberal and conservative news publishers with the content of the news article. I know of one good one which is '[All the news](https://www.kaggle.com/snapcrack/all-the-news)' from Kaggle. Looking to see if there are others that are similar.,not_spam "I'm looking for a Employee Attrition dataset that is bigger than the IBM dataset , any HR dataset along these lines would also help.",not_spam "Hi everyone, I'm looking for a no BS way to draw a heat map of the continental USA based on max/min/average temps by week of year. For example, ""show me a heat map of the USA's average temps in the first week of January"". Any recommendations for datasets that would allow me to yield these results? Only reason I picked by weather station is I suspect it would be the easiest to find and deal with.",not_spam "Looking for datasets that include all arriving and departing flights from the airports surrounding Southern California (LAX, SNA, ONT, BUR, SD, etc.) Information can also include flight pricing, airline carriers, flight duration, month/year, flight capacities.",not_spam "I""ve been trying to find an dataset containing short clips/videos of anime characters moving, but I haven't had much luck (as it is a niche topic). I'm trying to train a model that can animate a still image. If anyone could point me to a good direction, it would be greatly appreciated. Perhaps is it possible to create a synthetic video dataset? Has this every been done before / are there any good research papers on it? I'm new to this kind of stuff, so sorry if what I'm saying sounds dumb.",not_spam I am currently working on an initiative which requires telematics data. The dataset available on kaggle is not sound enough for the purpose. Can anyone please help me out in getting telematics dataset.,not_spam I've been trying to find location data on any/all of the [solar system probes](https://en.wikipedia.org/wiki/List_of_active_Solar_System_probes) for two days and haven't had any luck. It really seems like the best place to get such data (at least for NASA probes) would be from [NASA's open data catalog](https://data.nasa.gov/). I've tried searching the catalog by the names of these probes and any of the resulting data seems very specific to particular projects...I'm really just trying to find the most recent location data for any of the probes. Is it unrealistic for me to expect to find such data?,not_spam Is there any dataset for different errors in smart grid connected Power system?,not_spam "I've been in Dallas 3 yrs now and it's time to GTFO. I'm looking for data in csv format for city and states that includes income, sales, and property tax, crime, cost of living, inflation, general demographics, population +/-, climate (weather & political), amenities/attractions, retirement feasibility. I know this is a long list, but there is more ๐Ÿ˜†. Any guidance to real and recent data would be awesome. Thanks in advance!",not_spam I am looking for a list of ingredients used for making food. I've searched on Google but I can't seem to find what I need.,not_spam "Iโ€™ve got an exciting idea for my capstone. Some friends and I are planning to renovate a garage and add an ADU. For the capstone, I would like to design a model which can predict building costs (materials, labor, permits, etc.). Iโ€™m looking for data but coming up short. Iโ€™ve looked through Kaggle with limited success. Also, Iโ€™ve found some papers on Google Scholar describing different techniques of estimating building costs, yet Iโ€™m having trouble getting ahold of any actual datasets ๐Ÿ“ท Do you have any ideas as to where I might search? Another exciting idea Iโ€™m considering is building a web scraper to collect the data. Any thoughts on this? Would it be too wide of a scope for the project? Not sure how to move forward exactly and any help would be great. Thanks!",not_spam "Hello! I'm looking for LAU2 level population and area statistics for the whole EU. Can I find such statistics somewhere? Thanks for the help!",not_spam "Hello! I'm doing a project analysing social networks that arise in Norse mythology. I'm doing the dataset by hand, reading in a dictionary and wikipedia and setting the nodes and edges. I was wondering if anybody knew a way to create it faster, tried scrapping it online but incurred in a lot of issues mainly due to the coding of the Norse letters. Or if you know of someone who has done something similar, let me know, i couldn't find one. Please and thank you!",not_spam "**Bright Data** (disclosure, I work there) is offering free samples of extremely valuable \[paid\] [datasets](https://brightdata.com/products/data-sets) for businesses . Which is most interesting? [View Poll](https://www.reddit.com/poll/ot4xke)",not_spam "I'm looking to make a simple neural network that can classify between handdrawn shapes like squares, circles, triangles, stars, and such. I've taken a look at Google's quickdraw dataset, but this isn't exactly what I want, it's more of a last resort. I've scoured kaggle and other places for a shape dataset, to no avail. Could someone point me towards one?",not_spam "I am looking to find a large dataset of searches for pornographic content both through search engines and sites themselves. Also any data on the images / videos actually viewed, categories selected by searchers etc. I know that this information exists and is available from various sources but am unsure where in some cases or how to go about obtaining it in others. The mother load would of course be Google data showing the terms directly entered into Google including sex and age range of the user. I know pornhub release some great stats and they have given access to raw data to at least one author, Seth Stephens-Davidowitz, author of ""Everybody Lies"" which included at least data on the sex of the searcher. However I don't know how I would get at this. A good while ago there was the leaked AOL data though I can't find the raw data set. I would love it if I could get hold of stats from say xnxx.com, kink.com etc. Also if there are any other porn related datasets out there that would be great. Cheers ",not_spam "[Geography Viewer](https://spatial.ai/geo-viewer/index.html) We recently decided to spruce up and release for free an internal tool we use at my work. It's an easy to way to quickly see census geographies and demographics. Hope others find it useful, we definitely do.",not_spam "Hello, I am looking for this dataset: [https://acdc-lunghp.grand-challenge.org/Challenge/](https://acdc-lunghp.grand-challenge.org/Challenge/) I requested to join the challenge but did not get approval yet. If anyone has the WSIs in this dataset and could share, I would appreciate it. Thank you very much!!!",not_spam "I need a dataset that contains malicious and non-malicious web queries e.g for xss, sql etc. Any help would be awesome.",not_spam "I'm writing an article about survival analysis, but thought I'd mix it up by using TV shows instead of people. Can anyone recommend a place I could find a dataset of TV Series, start and stop dates? Additional data (like ratings or whatever) would be useful too. There seem to be some sites where you can pull this data using APIs and whatnot, but I'm not experienced enough to do this. As this is just educational, even an older dataset would be fine. Thanks!",not_spam Please share a link for medical diagnostic disease-symptoms and drug pair dataset,not_spam "Hey guys, New to ML, but have been learning. What are some good data sets for medicine and ideally cardiology that are public and useful for research (that is not practice).",not_spam "I need data on โ€œVIASATโ€ company for sentiment analysis and classification. I need data on public opinion like tweets, comments etc. . Is there a dataset available or any dataset similar to Viasat (i.e. dataset for a similar type of company)",not_spam "Hi, I was wondering if there is a platform where you can share datasets. Because at the moment, I always download then from different sites and I need a lot of time to search for them.",not_spam "At [plutohash.com](https://plutohash.com) we offer to experiment data analysis on Bitcoin Blockchain Data. The data is parsed with BlockSci, and there are libraries to be productive very fast. We opened beta tester program, just go to [plutohash.com/beta](https://plutohash.com/beta) register and I send you the access. You have Jupyter Notebook with libraries and data at disposal. Here below a little code for example. https://preview.redd.it/7g7b09srg3k61.png?width=719&format=png&auto=webp&s=4879b9cb33d42a5e2c768b153fc8bf00bca997b4",not_spam " Am working for my college project so wanted some industry based scratch dent sort of dataset on metal, steel surface. It would be nice if i could get the dataset link for surface detection scratch etc.",not_spam "Hello everyone, I have been able to find very scarce fruit and vegetable budget data at the state level. Mostly from colleges and the like and I was wondering if anyone here knew about a larger dataset. Ideally the dataset would provided information regarding production costs for fruits and vegetables (e.g. blueberries, apples, grapes, green beans, squash, sweet corn) for each county in the United States for a given year. Furthermore it would split these costs in labor, maintenance, depreciation, etc. I know itโ€™s a tall order but even a small lead would help!",not_spam "I'm curious, is there a preferred format for datasets or open data? I know open data is often published in CSV or might be available via an API, but to the people who want/use this stuff what's the best format and why?",not_spam "Does anyone know where I could find a data set showing the average EV/EBITDA, Quick Ratio, Current Ratio, ROA, FCF/Equity, etc. for the entire S&P 500 index over time? Right now, the only way I can think of to get this information would be to manually get data the for all stocks from Yahoo finance and calculate all the ratios myself for every single year; but that would take too long.",not_spam "# Description Every day, Public Health England release a dataset of confirmed COVID-19 cases by English Upper Tier Local Authority. This dataset archives each day's release for download, and aggregates the cases by day into one file. # Get The Data [https://www.getthedata.com/covid-19/utla-by-day](https://www.getthedata.com/covid-19/utla-by-day) # Usecases The obvious usecase is to build confirmed case trackers for areas within the UK. # Caveats Public Health England is only testing a small proportion of the population. The true number of cases is likely to be many many times higher than they are reporting in their data. **You should not use the data in a way which makes people think they are at less risk than they really are!**",not_spam "Hi! Im doing an excel work for a data analytics class. We have a big data sheet from a nearby coffee shop. We need to apply different logic and see what we can derive. We need to add different data sets and correlate the data. I am in Dublin Ireland. I am trying to find a dataset that shows the popular times and dates by amount of people spend on the streets, any idea where i could find something like that? Also any advice on what other datasets i could apply ? &#x200B; Here is an interesting observation i found so far [https://imgur.com/a/CeZrBmn](https://imgur.com/a/CeZrBmn) More coffee is sold per day as it gets closer to Saturday, which is the most popular day and sunday is the worst. ",not_spam "Apple AppStore Apps dataset with 1.2 million application data (21 attributes) now available to download for free from Kaggle or Github (Json). Kaggle: [https://www.kaggle.com/gauthamp10/apple-appstore-apps](https://www.kaggle.com/gauthamp10/apple-appstore-apps) Json format: [https://github.com/gauthamp10/apple-appstore-apps](https://github.com/gauthamp10/apple-appstore-apps)",not_spam ">*""From 2014 to โ€™18, attendance across the FBS fell by 7.6%. Last year, on average, 41,856 fans went to games. Thatโ€™s the lowest turnout since 1996.""* \-Sports Illustrated Calling all college football fans! I'm conducting a data science project on the reasons college football attendance is declining. Please take my quick survey about the most important stadium features that would encourage you to attend a game in-person. Thank you for your help! [Click here to take the brief survey](https://forms.gle/DDVcyXFSoDpztypj6)",not_spam "I am looking for a data set containing text reviews with its rating (1 star to 5 star) of any product (movie reviews, online shop reviews, etc any will do). Most of the datasets or data dumps I found online are binary classified already. So their original ratings given by the original reviewer are already removed and instead replaced by the sentiment number (usually binary classification). What I need is the original data which contains the reviews and the ratings. I actually wanted to get the data from review sites like IMDb or Rotten Tomatoes, but apparently their APIs are not open. Neither is Google Play Store. [This movie review from IMDb on Kaggle](https://www.kaggle.com/c/word2vec-nlp-tutorial) is probably the closest to what I want. But like I said, the original number rating (on 1-10 scale) is already removed. Can someone suggest something please? Thanks a lot.",not_spam "Hi, i am looking for datasets that give me a comprehensive list of car makes, models and any assisted driving features they have such as lane keeping, cruise control and blind spot detection. Do you have any suggestions for where to find this data?",not_spam I am trying to implement a synthetic control using the data I have of the NYC boroughs. I am trying to find a policy change of some sort that affected one part of the city and not another does anyone have any ideas of a policy implementation that affected only certain parts of NYC and not others?,not_spam I guys looking for large data sets machine learning . can some one suggest a good source..?,not_spam "I want to visualise the recent pay figures for the BBC against the number of people that those presenters/employees reach. I'm sure I can find a list of programmes that each presenter/employee has appeared on, but attaching that to a viewer/listener figure for TV or radio is proving tough. Anyone able to find the data we'd need to be able to do the next step? Full attribution of course if you don't want to work with me further on the analysis, or co-credit if you do.",not_spam "Like the title says, I'm curious as to what collections of data you guys would be interested in having that don't already currently exist (at least to your knowledge). It can be as ridiculous as you want.",not_spam I would love to find some CrossFit dataset on membership growth,not_spam Most reverse whois searches only show a limited number of links. Pls help!,not_spam I want to train RNN to generate birthday wishes as a feature for my app that keeps track of your friends' birthdays and automates sending congrats messages.,not_spam "it needs to have ingredients, time to cook, and if possible techniques used.",not_spam "I'm doubtful that something like this exists, but is anyone aware of a (mail) package tracking dataset--something that would report all the scans of a package as it moved through the delivery system? Not really picky where the data comes from, but in the US would be nice (but anywhere would be interesting). I wasn't able to find anything on Google, but maybe someone else has stumble across this before...",not_spam "Hi, I'm a cofounder at [workaround.online](https://workaround.online). We just built an [open-source video/image annotation tool](https://github.com/WorkAroundOnline/traininghub-annotate) and we'd like to release a public dataset w/ videos and annotated images to demonstrate our capabilities for potential clients. I happen to bike commute to work every day, so I thought it would be fun to do a bike commuting dataset [(here's a sample trip)](https://photos.app.goo.gl/6vcseQknJgPNm6vu8). I was wondering what annotations would be useful over this kind of video- or if anyone had an idea for a dataset we could provide labels/annotations for.",not_spam "Iโ€™m looking for a free dataset/database of food recipes for commercial use. I would like to use it in an app Iโ€™m creating. Most of the datasets I find are either unlicensed or scraped from websites which donโ€™t allow scraping. Am I out of luck on this one?",not_spam "The more info the better. If it has APR info, the introductory period of no interest, would be great. Basically every credit card company or financial institution. XML, CSV, Json or any format is fine. Thanks",not_spam "Hey, where can I find a dataset that is at least 1gb in size and contains used car listings, any country would work, but preferably US or UK? I have found some on kaggle but unfortunately they are old and therefore the listings are expired.",not_spam "I've worked with CSV files where values with double-quotes in them are escaped with double-quotes or slashes (and sometimes this means I also need to wrap all values in double-quotes for consistency), but now that I'm having to save JSON into CSV values, everything's fine (with or without encapsulating double-quotes) until a JSON value has a double-quote in it (like, third-level double-quotes... I'd think the proper solution would be to just escape a JSON value's inner double-quote with a backslash, but I'm running into issues with editors trying to parse things... right now I can get LibreOffice to parse the file properly with certain settings, but other editors are choking on it.",not_spam "CEO of the company that is building Dolt, a version controlled SQL database, here. We're working hard to get open data into Dolt for the community of data enthusiasts to use. Every month we write about some of the datasets on DoltHub. This month we feature a couple professional sports datasets, our first foreign language repo, and cleaned IRS Statement of Income data. Enjoy. [https://www.dolthub.com/blog/2020-05-29-may-dataset-spotlight/](https://www.dolthub.com/blog/2020-05-29-may-dataset-spotlight/)",not_spam "I'm looking for cashier receipt, tickets image dataset. Some help would be appreciated !",not_spam "I'm looking for a dataset that contains a list of Jackpot wins that occurred in Las Vegas over time. It would look something like this but updated: [https://www.vegas.com/gaming/jackpots/](https://www.vegas.com/gaming/jackpots/) I googled and found a bunch of articles, but wasn't able to find a list of wins. Does anybody know where I can find such dataset? Please and thank you!",not_spam "Hi all, &#x200B; I would like to start conducting some research for my thesis on the topic of fake news in Brazil. A lot of this fake news is sent through WhatsApp, but I highly doubt there are datasets out there to analyse these messages. It is very unlikely but if they do exist, could someone put me in the right direction? Alternatively, are there are sites for compiled datasets/archives of facebook comment/post/groups data? &#x200B; Many thanks for taking the time to read this specific question!",not_spam "I'd like to build a small web app that will give you the weather along your route. For example, traveling from Salt Lake City to Denver you would pass through this list of zip codes or this list of city names. If there's another identifiable piece of data that works too. For example county names or latitude every 60 miles might work. I just can't seem to find this data.",not_spam "I am trying to find data set to understand word correlations in keyword searches. Is there any data set sufficiently large that by searching for eg ""health"" I can expect a result that is significant if I want to understand the relation between 'care"" and ""recovery"" The best I can think of at present is to use the twitter api but getting a sufficently sized data set is tricky. ",not_spam "Hey fellow Redditors, I am looking for a dataset which has music files availaible in mp3/wav/ogg or anyother audio format. It would be plus if that dataset has only the music sounds and not the lyrics stuff. So far I was able to find only [FMA: A Dataset For Music Analysis](https://github.com/mdeff/fma) dataset like that. Thank You in advance",not_spam "Hi There, I am in need of a Instagram scraper that will generate a csv all Instagram users with over 20k followers. If anyone has the ability to create a program that will do this? I would be willing to pay. Please PM me or Skype me: AaronWBA",not_spam "Hi All, Hours of googling has left me pretty dry. I am after a data table which has historic university rankings, with subject if possible. For example, I want to query ""Cambridge"",""Maths"",""2015"" or ""Bristol"",""History"",""2012"" to return a number rank. Would any of you data peeps know if this exists? Thanks!",not_spam I'm looking for a dataset of homicide convictions with the person's name and face and year of conviction. Does anyone know if there's a state or project that makes this available somehow?,not_spam "Specifically, historical information for restaurants operating within the last 20 years. I've used the [Companies House](https://beta.companieshouse.gov.uk/) website to mixed success and was wondering if there were other resources that I've overlooked. In the US I would check either the local or county government sites and/or the Better Business Bureau. Some of the information I'm seeking: incorporation date, dissolution date (if applicable), names of directors/owners. Thanks in advance.",not_spam "Hello. I am looking for a dataset about jobs over time distributed by gender. I need to see what jobs were typical of a given gender in a given period of time. Thank you very much.",not_spam i cant seem to find it and i wanted to complement the 2008 one in case it was too small,not_spam "Hello All, I am developing a event trading algorithm as my final master's thesis. I am looking for a data set that has the date and time of major historical economic events. As one example, I am interested in the date and time of every FOMC meeting minutes release for the last 20 years. The Fed website offers these dates but there don't immediately seem to be in a easily digestible form like a .csv file. [Example Data Source](http://www.federalreserve.gov/releases/h15/) Do any of you know where I can get well-formatted data files that have these historical, as well as future events? Thanks for any help you can provide. ",not_spam "The nonprofit (?) unhackthevote.org has been active on Twitter saying that they have statistical evidence strongly implying electoral fraud in the November 2016 US presidential election. They have an analysis ([here](http://www.votesleuth.org/)) showing their results. I've tweeted at the guy a couple of times, when he urges Twitter to help him stop electoral fraud, asking him for a full dataset, and so far he hasn't replied to that request directly, and certainly hasn't sent me any datasets. I don't actually suspect anything fishy, here. I just want some basic transparency, and if this organization has found what it claims, I want to make awesome graphs about it and discuss it with colleagues and students. And probably tweet it, yeah. Does anyone know if those data are available elsewhere? Or have you received a dataset from this organization? He might email me tomorrow and attach a file, but I'm hedging my bets because he seems to be dodging, probably for non-nefarious reasons like ""I'm too busy,"" or ""the dataset is messy.""",not_spam "I used this census tract shape file from [NYU](https://geo.nyu.edu/catalog/nyu-2451-34505) but there is a lot of census tracts that i am missing. For example, i have some census tracts that i need to map in my data, Im using the NYU shapefile to map them. But the shapefile dont have about 86 of the census tracts that i have. **I either need to use 2010 census tract data and then use 2010 census shapefiles or use my current 2019 census data and fidn a 2019 shapefile** Here is a list of census Tracts i have on my data but isnt in the shapafile, Im thinking that the shape file is too old? But census is every 10 years so idk? 4.03, 6.02, 6.01, 8.01, 11.02, 11.01, 13.02, 13.05, 17.02, 13.01, 17.01, 22.04, 24.03, 21.05, 21.01, 22.03, 48.02, 57.04, 59.01, 63.02, 68.01, 68.02, 74.02, 74.01, 83.02, 84.03, 79.01, 89.01, 97.02, 97.03, 108.01, 109.02, 111.01, 122.02, 119.02, 123.03, 131.02, 131.04, 132.02, 133.04, 148.08, 148.11, 153.02, 148.09, 147.03, 153.01, 199.01, 199.02, 462.03, 462.07, 462.09, 108.03, 109.03, 15.04, 21.04, 128.03, 7.01, 135.01, 148.05, 148.06, 63.01, 889.02, 2.03, 1207.01, 1347.02, 1347.01, 70.01, 24.05, 24.02, 79.02, 29.02, 83.01, 84.04, 93.01, 97.01, 1551.04, 1551.03, 107.02, 108.04, 109.01, 111.02, 116.02, 9810.0, 122.01, 123.04, 15.03 Anyone got a current 2019 census tract shapefile?",not_spam "Not sure if this is the right place to ask, but I have a job interview this coming Monday and part of that is to present some data showcasing my skills in Excel. The data needs to hold stuff that can be graphed, pivot tabled and also something that can be forecast. I can do all of this myself in Excel, but I don't have any data to use. Does anyone have any suggestions where I can get data to help me with this from?",not_spam "Does anyone have a solid avalanche data set that includes features of what would cause an avalanche? Interested in doing some predictive analytics/ creating an app. Thanks.",not_spam "I've been looking into the GDP growth of financial markets relative to the Global growth in economic output and activity, though I've came accross these three international organisation, each provide a different set of growth rate for Global GDP, does anybody have any opinion on which one would have the most reliable methodology for use? ||IMF|World Bank|WTO| |:-|:-|:-|:-| |2019 Global GDP Growth|2.9%|2.4%|2.3%| |2019 Trade Volume Growth|1.0%|1.4%|1.2%| Since 2019 is just finished and the data may be preliminary but even their 2018 data are different from each other. ||IMF|World Bank|WTO| |:-|:-|:-|:-| |2018 Global GDP Growth|3.6 %|3.0 %|2.8 %| |2018 Trade Volume Growth|3.7 %|4.0 %|3.0 %| Here is where I've obtained the above figures: IMF: [https://www.imf.org/en/Publications/WEO/Issues/2020/01/20/weo-update-january2020](https://www.imf.org/en/Publications/WEO/Issues/2020/01/20/weo-update-january2020) World Bank: [https://www.worldbank.org/en/publication/global-economic-prospects](https://www.worldbank.org/en/publication/global-economic-prospects) WTO: [https://www.wto.org/english/news\_e/pres19\_e/pr840\_e.htm](https://www.wto.org/english/news_e/pres19_e/pr840_e.htm) Please help to advise me which would be best to use, or if you have an even better source, do share! Thanks!",not_spam "All the APIs I seem to find are either overkill or don't have all the currencies I need; I only need to download a data set, which doesn't need to be perfectly accurate, daily, even weekly, on a base currency (dollar or euro) for all the other 170 something currencies in the world. The only real contenders I've found are these guys, [https://www.currencyconverterapi.com/](https://www.currencyconverterapi.com/) but their API is not that great for my needs, and I can't even test their free version because of that, and I wonder where do they get their data? surely the financial data for currency exchanges must be available somewhere.",not_spam "Hi All, I'm looking for some mixed categorical and real feature/attributes datasets that have more than 100 classes. Preferably not dependent data such as images. Two hundred or more would be better. The purpose of the data is to look at metric learning. I have searched Kaggle. Not really coming up with anything there. Some where maybe if you change the target to one of the categorical variables might get you 40 classes or so. Anyone suggestions on specific domains I could look into for this type would be most appreciated. Thanks,",not_spam I found a dataset that I could use for my final project and now I can't find the article to create a citation. I checked my history and I must have cleared the history way after because of the 'cache' for other sites.... Can you do a reverse file search? Can anyone help find the article to the dataset? I also don't know how to link the file on here lol.,not_spam "Hello, I am looking for corn use/consumption or demand data (industrial and domestic) for the southeastern states of the US for the past 50-60 years. I looked on USDA NASS but they only have for the nation and only for the past 5-7 years. Any help including concerning literature or portals, providing historical corn use or demand data will be appreciated. Thanks",not_spam "Basically I'm looking for open data about open data, and more specifically on what percentage of scientific publications are open data or free of access, does anyone know where I could find this or something similar ?",not_spam "Hello, Do you have any idea about the platforms that sell datasets? (leads) ?",not_spam " Hi everyone, For my thesis I'm looking for a daily count of subscribers for a subreddit. [https://subredditstats.com/](https://subredditstats.com/) is great but for whatever reasons it excludes a couple of days which I desperately need to have. Does anybody have any way of finding this out? Thank you!!",not_spam "Hi, we're currently doing a group project in class where we're going to predict weather using datasets and a can sized satelitte. We're having trouble finding weather api's to pull data from and was wondering if you guys know of any free ones. The data should be from the past five years. Thanks for reading and have a wonderful day :)",not_spam "I'm attempting to learn Power BI and am not satisfied with the training videos and materials I've seen so far. To that end, I want to work from some data that has some relevance to my work environment and is relatively straight forward. I know finding historical data for WTI and Brent is relatively easy but I'd like to find a way to chart other flavors of crude over time (from ANS to West Texas Sour) as well as pricing information for heating oil, jet fuel, diesel, gas, six oil, asphalt, etc... Thoughts? ",not_spam "Hi everybody! Does anybody know how to extract data from the below given link with help of Python BeautifulSoup. https://www.wrecksite.eu/peopleView.aspx?A7ytoSAmTnoxfThFEIs4eQ==",not_spam Does anyone know if there is a data set available for specs on TVs. I'm specifically interested in the VESA size for matching TV mounts to specific TVs.,not_spam "I'm probably going to use a Linode instance that I have spare, but does anyone have a suggestion for a way to download a large (definitions of large would be appreciated) amount of Reddit comments? Inspired by some of the work here, I'd like to try my hand at my own analysis. Should I be using a different format? What should I do so I don't get IP banned?",not_spam "Hello guys, do you know where can I find a dataset about the SpaceX' launched?",not_spam "I am currently between jobs and work on an idea to improve the long-term dependency of RNNs, when you (pre-)train them by predicting the sequences. I have encouraging results on a dataset I created myself: 500 hundred books from the Gรผtenberg project (https://www.gutenberg.org/) to train and 100 to test. But, if I want to publish, it would be better if at least one of the experiments were on a more or less standard dataset. At least a dataset with some research paper trying to predict the sequence (so that I can use them as a baseline). * The dataset needs to be >10M characters (well, I could do with less but it would be less interesting). * The 1B words dataset won't do because the sentences are independent. My improvement is on long sequences (capturing the context). * I don't know if PennTreeBank satisfies the two criteria above, but I don't have the money to buy it (I am an independent researcher for the moment). Would you have some idea? I don't want to get into the details of my idea before I post an article on arXiv (hopefully in the next few weeks).",not_spam "So I've been working with this one specific dataset that I ran the autocorrelation and partial autocorrelation of, as I'm trying to figure out the p and q components for an ARIMA model: [https://imgur.com/gallery/gPLwT1Z](https://imgur.com/gallery/gPLwT1Z) Here's what I do know: 1. This data is heavily seasonal (quarterly) 2. The PACF has spikes at 2,3 and 5. So i'm guessing that p = 2 and seasonal p = 1? 3. The ACF has spikes at 2,4,6,8,10,12 - basically every 2 quarters. I'm guessing q = 2 and seasonal q = 2? Please help me out here! This is my first time ever working with ARIMA.",not_spam "Hey, I am looking for a data set with as many celestial bodies (mainly the planets and their moons, the more it includes the better) that contains the position, velocity, mass and name of those bodies. I am aware of JPL Horizons but that is a nightmare to query. I have currently a script that can parse it with a couple of RegEx rules but that is cumbersome and only yields 40 objects but I would like to have many more. I have not yet found something like that. - It would also be ideal if positon and velocity where just vectors with three components.",not_spam "First off, I don't even know if this is legal but I asked out of curiosity as I know that the nature of ""legal"" or not depends on the country and on the leaked data. (so if this is considered illegal feel free to delete the post \^\^' ) I looked up on wikileaks but they are mainly (or exclusively?) pdfs and not actual datasets.",not_spam "Hey there I would like to make a bar chart race with Twitter users by following for every year since twitterโ€™s founding. Unfortunately I can only find the data set for the year 2020 but not for any other years. Does anyone know where I could find a complete dataset for all the years since twitterโ€™s founding? Thanks in advance!",not_spam "[cross posted on r/nba](https://www.reddit.com/r/nba/comments/4l9d0t/nba_play_by_play_stats_with_real_time_not_game/) Have any of you guys seen NBA stats records with the real time an event happened? I'm not interested in the game clock - I'm looking for the time the event actually happened. For example, if I look at the [play by play of tonight's GSW/OKC game via ESPN](http://espn.go.com/nba/playbyplay?gameId=400876754), I see that Stephen Curry scored a 1 pointer at the 10:27 mark of Q1. With a game start of 6p PST I can estimate that event happened at 6:01:33 PM (1 minute 33 seconds after the start of the game), but I know it's probably not accurate due to game clock stoppages (time outs, commercials, official reviews, etc..). Use case is to do some analysis for a data science class. I've been searching around various sport stat sites but haven't tripped on anything yet. Any pointers on where to find this or how to estimate it?",not_spam "Hi, everyone! LLVIP dataset! * [Dataset Downloading Address](https://bupt-ai-cz.github.io/LLVIP/) (ICCV 2021 workshop) * [Code](https://github.com/bupt-ai-cz/LLVIP) * Visible-infrared Paired Dataset for Low-light Vision * 30976 images (15488 pairs) * 24 dark scenes, 2 daytime scenes * Support for image-to-image translation (visible to infrared, or infrared to visible), visible and infrared image fusion, low-light pedestrian detection, and infrared pedestrian detection",not_spam "I am looking for any large text databases to help train a program to (somewhat) understand English and show a ""stream of conscience"". Preferably novels, anything about science, research papers, magazines, encyclopedias or any other kind of educational text. It needs to be in either text file or something easily converted to a text file. I currently have a rip of Wikipedia and reddit comments but I am looking to expand on it. I am looking for large amounts around 0.1-1tb. Any help would be appreciated. Edit: changed some words Edit: I am not using any AI libraries yet itโ€™s more of a cross between natural language processing and short n-gram models with certain words. Categorized into many different topics ",not_spam "Basically a data collection/creation service for data sets that do not yet exist that you want. Pricing would be based on size of data set, difficulty to collect, etc. You define the data set you want and it is collected and created for you. Example: โ€œAll college tuition rates for in state and out of state students for the largest school in each of the 50 states from 2000-2019โ€ You would just need to define what columns (variables) you wanted and approximate how many rows (records) you would estimate.",not_spam "EDIT: The created dataset can be found on this [GitHub repository](https://github.com/TWinters/JokeJudger-Data). Hi /r/datasets! I'm a computer science student currently researching humour theory and how to generate humor with computers. For this, I'm creating a dataset with human rated ""I like my X like I like my Y, Z"" jokes. I intend to release this anonymised dataset after I finish my thesis on it next month such that other researchers can also benefit from this dataset! In order to gather this training data, I created a website called [JokeJudger.com](http://jokejudger.com) where you can **rate and create jokes**. It also aims to help the joke creators by giving them anonymous feedback from other users as a reward. There are also mechanisms in place to [generate challenges](http://www.jokejudger.com/#/create), and even a suggestion system to help with associations. I'm currently looking for more people to help me out with this. If you'd like to help and [create](http://www.jokejudger.com/#/create)/[judge](http://www.jokejudger.com/#/rate) some jokes on the [site](http://jokejudger.com) and thus improve the quality of this future dataset, that'd be greatly appreciated! Either way: if you're interested in this dataset, come back in a month or two to this post, as I will probably have linked it here by then! Thanks for your attention!",not_spam "It doesn't even need the rating, it can be as simple as a list of businesses acknowledged by the BBB (although the rating would be a terrific bonus).",not_spam " Not sure if this is the right place to post this, but I'll give it a go. I am currently taking a Financial Econometrics course focusing on time series analysis and for our final project, we must perform a time series analysis on any topic that we want. I am having a very difficult time deciding on a topic that is (a) interesting, (b) has easily accessible data, and (c) not too difficult. This is my first time learning about time series analysis so I would prefer something on the easier end of the spectrum. I've been trying to research topic ideas for 3 days and have had no luck so far. Any suggestions would be greatly appreciated.",not_spam "I am looking for parallel corpus of translated Chinese literature. My area of interest is in traditional Chinese novel (Three kingdom) and wuxia novels (Liang Yusheng, Jin Yong, etc.).",not_spam "Hey guys, I have been looking for a week now for any data related to the anime industry (sales, salary, gender, location, studio, etc). I've found some dvd / bd sales data at [http://www.someanithing.com](http://www.someanithing.com) but I wanted to see if there was anything else that related to literally anything anime related (not show reviews, ratings, etc. I know AniList and MAL already have a bunch of statistics for that type of data). Does anyone know if something like that is available?",not_spam "Hey y'all I need help with finding a data set that has 3-5 variables and 100-500 members. I've been looking around and can't find anything satisfying the requirements. I tried [data.gov](https://data.gov) and some other sites but came up short. Any help or advice on where to look would be great. Thanks!",not_spam "I am looking for the dataset of all metropolitan statistical areas and the cities that make up those statistical areas. I can't find a dataset only of the MSA and their counties. There is on Wikipedia per MSA a list of all corresponding cities, but I am not looking forward to manually type all those cities of all 394 MSAs. I hope someone can help me with this?",not_spam "I'm building a comparative matrix for linear vs circular fibre based plate materials. Traditional linear materials such as MDF, plywood, gypsum, particleboard, etc. contain volatile organic compounds and formaldehyde which the materials release of their usage period. They're used in everything from ceiling tiles and walls to furniture, creating moderately toxic work and living environments. Circular replacements don't contain these toxins, because most chemicals can't be recycled for the same purpose. All of them are far from mainstream because the companies producing/recylcing them are still small but I'm hopeful they'll grow rapidly with the rise of climate and health awareness. I'm interested in the peformance of these linear materials to determine the viability of replacing linear for circular in different regions around the world, though mainly in Asia. I already have the information for what I believe to be a viable circular material to compare them to. I'm interested in the following characteristics for the materials named mainly for the ASEAN regions (south-east Asia and Japan and China): Material characteristics: * โ€‹Printing * Mullen test (breaking) * Friction * Bending point * Fire retardancy * Water resistance * Production Process Any data is extremely appreciated",not_spam Can anyone point me towards any dataset which can give me how other currencies fared against dollar over a period of time?,not_spam "Might be fun for someone to play with. Sources are in the notes and don't show up on mobile platforms. Please let me know if there is any other data you'd like me to add... Biggest obstacle so far has been convenient machine readable data but I'm not above manually punching in numbers if the data is high quality enough! https://docs.google.com/spreadsheets/d/1RWwROtd4d-OraIoaOX04klIc8IgIUPmUS1uLQx3pj6c/edit?usp=drivesdk",not_spam "Hi, I am trying to build an audio grader and for that purpose, I need datasets which have audio with MOS(mean opinion score). Most of the researchers who use graders to get this done doesn't release the dataset. Can you share any public datasets graded on audio quality?",not_spam "Hi all, Does anyone know where I can download NFL player tracking data (for pass plays specifically)? I believe the 2019 Big Data Bowl released a big dataset of these plays, but the data was removed from their GitHub once the competition ended. Would love any help! Thanks!",not_spam "Data: all the adult tennis racquets from Tennis Express, more details are in the [link](https://www.kaggle.com/leoyuanluo/tennis-racquets-specs)",not_spam "Like title says, looking for a dataset of guitar music in midi format for generative model",not_spam "Hello, I was not able to find aggregated historical quote data for multiple companies. It took me a few days to collect the data. I thought I'd share. https://keynes.ai/company-stock-quote-historical-data-set/ feedback and questions are welcome",not_spam "Hi guys, I'm looking for a dataset about companies with corporate benefits. Can somebody help me? Right now I'm working on a list composed by the companies identified like ""Best place to work"" but I don't know which benefits they offer.",not_spam "Hey r/datasets, I am looking for a dataset that captures average scientific literacy by state in the United States. I have found science scores from the national report card: [https://www.nationsreportcard.gov/profiles/stateprofile?chort=2&sub=SCI&sj=AL&sfj=NP&st=MN&year=2015R3](https://www.nationsreportcard.gov/profiles/stateprofile?chort=2&sub=SCI&sj=AL&sfj=NP&st=MN&year=2015R3) but this, unfortunately, only measures the scientific literacy of 8th graders. **I am hoping to find data that captures the average scientific literacy of adults in each state.** &#x200B; I am also interested in any datasets that capture scientific literacy by country. I have been using the PISA [https://www.oecd-ilibrary.org/education/science-performance-pisa/indicator/english\_91952204-en#:\~:text=Scientific%20performance%2C%20for%20PISA%2C%20measures,mean%20score%20is%20the%20measure](https://www.oecd-ilibrary.org/education/science-performance-pisa/indicator/english_91952204-en#:~:text=Scientific%20performance%2C%20for%20PISA%2C%20measures,mean%20score%20is%20the%20measure). but this also only capture the literacy of children in each country. Not to mention that the number of countries that participate in this testing is limited. &#x200B; Any help would be appreciated, thanks. ",not_spam "Hi, I located a dataset called ""World Flora Online"" that describes all the characteristics of all known plants in the world. This is EXACTLY what I need but I was disappointed to find that it doesn't seem to include pictures of each plant. Perhaps I'm wrong? Even so, I would presume that there would only be a single image and what I really need is a ImageNet like dataset where there are several hundred or preferably several thousand images for each plant for use in AI training. Now in regards to trees and shrubs, I've yet to locate a equally comprehensive dataset that provides a flora describing all of the characteristics of each individual tree and shrubs that's currently known to exist. The closest thing I've been able to locate so far is a list of 60,000+ trees from the Botanic Gardens Conservation International (BGCI) but they do not advertise it as being a compilation of all known tree species so I'm presuming it's not and once again, I do not believe they provide any accompanying images since I was only able to locate a CSV document. As far as shrubs, I haven't been able to locate any sort of flora list or images at all. What I need: 1. Extensive Image Dataset for All Known Plant Species with Hundreds of Images of Each Plant 2. A Complete Flora List of All Known Tree Species with Hundreds of Images of Each Tree as Well 3. A Complete Flora List and Image Dataset of All Known Shrubs Any help would be greatly appreciated. Thank you :)",not_spam "Hi, I'm working on analyzing my cell phone Meta data with an open-source python toolbox from MIT-Lab called Bandicoot. (http://bandicoot.mit.edu/) I have the cell phone Metadata with antennas IDs and need to associate each antenna ID with it's latitude and longitude. The cell phone carrier is Sprint. What's a good site to find the geo coordinates for this cellular network? Thanks!",not_spam I've seen http://snap.stanford.edu/data/web-RateBeer.html but unfortunately the dataset has been removed. Does anyone have a similar dataset?,not_spam "I have some data showing some correlations between hollywood actor salaries and movie gross numbers, but it's a little dated at this point. Anyone have some suggestions for a dataset that would grab a student's attention? Nothing big, I'm looking for maybe 100-500 entries. Thanks in advance!",not_spam I am sure this data set does not exist...,not_spam "Hello fellow Reddit users. I am currently having an interesting idea for my bachelor's degree final project. I want to conduct sentiment analysis to text in order to detect hate speech (in any form of it) and then continue the analysis with community detection from the background graph structure for the data set. For example, the data set would need to have tweets for all users individually, and moreover, to have graph information for links between users, for example which users a given user follows (in a given edge list perhaps). Can anyone suggest a multimodal dataset that can satisfy these requirements? Thank you in advance.",not_spam "The title says it all. Anything regarding incidents such as Target, Home Depot, ect. Small and big companies/data welcomed! ",not_spam "The data I have is below How many times the Powerball whiteball numbers drew 01-01-2019 to 12-28-19 = the number that drew ________________ * 7 = 01 * 7 = 02 * 7 = 03 * 6 = 04 * 9= 05 * 12=06 * 4= 07 * 8= 08 * 5= 09 * 4=10 * 4=11 * 6=12 * 5=13 * 14=14 * 8=15 * 7=16 * 8=17 * 7=18 * 7=19 * 8=20 * 9=21 * 6=22 * 10=23 * 6=24 * 6=25 * 8= 26 * 9=27 * 7=28 * 9=29 * 8=30 * 5=31 * 12=32 * 3=33 * 6=34 * 11=35 * 6=36 * 7=37 * 8=38 * 7= 39 * 3=40 * 7=41 * 8=42 * 8= 43 * 7=44 * 8=45 * 5=46 * 7=47 * 5=48 * 5=49 * 7=50 * 6=51 * 6=52 * 11=53 * 5=54 * 5=55 * 7=56 * 5=57 * 2=58 * 9=59 * 6=60 * 10=61 * 5=62 * 7=63 * 6=64 * 8=65 * 13=66 * 8=67 * 10=68 * 5=69 ________________________________ Yes, I went through all 69 numbers and sought out for the past year of the lottery from Jan 01-01-19 to present day. Took about 2 hours.",not_spam Trying to find a dataset of invoices and a dataset of receipts (images) but I have no luck. Even searching with image search doesn't return enough examples. It seems receipts and invoices are a kind of information that is almost non-existent on the internet except for a few hundred samples. Can you help me find such data?,not_spam "How would one write a request for data that a company may have? For example, I want to request bicycle usage data from a local company, how would I go about doing this in a diplomatic way? This data does not involve individuals per se, so no sensitive information would be obtained. Still, what would be the right approach to asking for this?",not_spam "Does anyone know why they took this dataset offline and if it's still downloadable somewhere else? R10 - Yahoo News Feed dataset, version 1.0 (1.5TB) The Yahoo News Feed dataset is a collection based on a sample of anonymized user interactions on the news feeds of several Yahoo properties, including the Yahoo homepage, Yahoo News, Yahoo Sports, Yahoo Finance, Yahoo Movies, and Yahoo Real Estate. The dataset stands at a massive ~110B lines (1.5TB bzipped) of user-news item interaction data, collected by recording the user- news item interaction of about 20M users from February 2015 to May 2015. In addition to the interaction data, we are providing the demographic information (age segment and gender) and the city in which the user is based for a subset of the anonymized users. On the item side, we are releasing the title, summary, and key-phrases of the pertinent news article. The interaction data is timestamped with the userโ€™s local time and also contains partial information of the device on which the user accessed the news feeds, which allows for interesting work in contextual recommendation and temporal data mining. The dataset may be used by researchers to validate recommender systems, collaborative filtering methods, context-aware learning, large-scale learning algorithms, transfer learning, user behavior modeling, content enrichment and unsupervised learning methods. https://webscope.sandbox.yahoo.com/catalog.php?datatype=r",not_spam "I am interested to see the divide between the students that prefer the synchronous and asynchronous learning model, since colleges/universities/highschool have adapted these models due to COVID-19. I am also interested to see if there is a data set that explores the part-time and full-time students' perspectives of working while asynchronous learning, learning while putting work on hold, or working while putting learning on hold during the pandemic. This would be greatly appreciated if someone out is able to help me out. if it helps i am located in Canada, so if there is any Canadian data sets that would be great, but it does not need to be Canadian focused. Thank you in advance!",not_spam "Hi, I'm not having much luck with finding historical data of the weather on the Shetland Islands. I am doing a mapping of the southern tip of the islands with focus on wind/sun/rain etc. Anything weather related is great, as I have not settled on which area I'll focus on yet, as I can't find enough data. So if you have any information you could pass my way, it is greatly appreciated.",not_spam "I am trying to get years of past articles from several different news sites. Getting the articles isn't the hard part, but getting all the urls is. The search engines on all the sites requires me to search a phrase which limits the articles I see. Google was my best option but my IP got blocked from searching after a couple hundred searches. Any suggestions are appreciated.",not_spam "[https://drive.google.com/file/d/1QajjuQBiNUTFcba1lcFBPRvvXBxyDai0/view?usp=sharing](https://drive.google.com/file/d/1QajjuQBiNUTFcba1lcFBPRvvXBxyDai0/view?usp=sharing) I'm going to be using this dataset to predict the success of a movie using the revenue and average rating as prediction values. How should I clean this dataset? Ex: Should I make individual columns for each genre and mark them as binary values for each movie or take another approach? and much more tips like this would be appreciated. Thanks in advance",not_spam "Hi everyone, I'm wondering if something like this exists or if there's a tool I could use to closely approximate the experience of it. I want an iOS app that allows me to quickly time activities of different types and push the data in a very simple format to my computer when I want it. The experience I'm imagining is something like, I wake up and hit the wake up button. The app records when I woke up on this day. I go to brush my teeth and hit the ""start brushing teeth"" button, then the ""stop brushing teeth"" button when I'm done, and the app records when I started and stopped brushing my teeth on this day. Rinse and repeat this experience for things like eating meals, urinating, commuting, shopping, etc. I'd also like if some activities had other options added to them as well, like when I hit the ""stop grocery shopping button"" I add the amount of money that I spent on groceries or likewise for when I'm done eating out or something like that. Again, I'd also really like if the data were either remotely or manually pushed to my computer and separated by day so that months from now I can look at shit-tons of correlations and stuff. Does anyone know if anything like this exists? Thanks!",not_spam "Hello! I need a dataset for a project for uni that I thought was going to be really easy to find, but it turned out otherwise. I'm looking for an average annual country temperatures (in csv preferably) per year (since 2005 and up to 2019, if possible). I've looked through quite a few websites already but couldn't find anything useful. Ideally column names would be the year (2005, 2006,...) and rows the country name. Any help would be super appreciated! Thank you!! <3",not_spam Looking for a dataset of historical subscriber counts on large number of subreddits. Best I could find was [redditmetrics.com](https://redditmetrics.com) but it stopped updating a while back it seems.,not_spam "Basically what I want to do is to create a ton of election charts a bit similar to the one I made here: https://public.tableau.com/profile/jurijfedorov#!/vizhome/Swedishgeneralelection1911-2014/Seats For that I need election data. I can only make a few charts if I cannot get the data fast. So far the numbers only exists on Wikipedia or in books and it's often not even fully correct or complete. Is there an easy way to get all the election data for a country? For example, Denmark from 1849 to the election today? All the Wikipedia sites for the various years have similar tables in them. But Octoparse, which is amazing, does not work on such varied tables. And these Wikipedia sites all have slightly different tables. https://en.wikipedia.org/wiki/1849_Danish_Folketing_election",not_spam "It's a dataset of skin lesions composed of clinical images collected from smartphones and patient demographics. Source: [https://data.mendeley.com/datasets/zr7vgbcyr2/1](https://data.mendeley.com/datasets/zr7vgbcyr2/1)",not_spam Looking to train a neural network to differentiate between areas of sea bed with coral and areas with just sand. Any datasets I can use?,not_spam "I have a crawler that was working greater before the last patch. My search creates urls and feeds it specific naics/funding agency combinations. However, as of last night it just loops through the first combination indefinitely. For example, FPDS-NG search results for <![CDATA[ : PRINCIPAL_NAICS_CODE:541990 FUNDING_AGENCY_ID:3600 SIGNED_DATE:[2018/07/01,2018/07/22] ]]> </title> <link rel=""alternate"" type=""text/html"" href=""https://www.fpds.gov/ezsearch/search.do?s=FPDS&indexName=awardfull&templateName=1.5.1&q=PRINCIPAL_NAICS_CODE%3A541990+FUNDING_AGENCY_ID%3A3600+SIGNED_DATE%3A%5B2018%2F07%2F01%2C2018%2F07%2F22%5D&start=5000""/> <link rel=""first"" type=""text/html"" href=""https://www.fpds.gov/ezsearch/FEEDS/ATOM?s=FPDS&FEEDNAME=PUBLIC&VERSION=1.5.1&q=PRINCIPAL_NAICS_CODE%3A541990+FUNDING_AGENCY_ID%3A3600+SIGNED_DATE%3A%5B2018%2F07%2F01%2C2018%2F07%2F22%5D&start=0""/> <link rel=""last"" type=""text/html"" href=""https://www.fpds.gov/ezsearch/FEEDS/ATOM?s=FPDS&FEEDNAME=PUBLIC&VERSION=1.5.1&q=PRINCIPAL_NAICS_CODE%3A541990+FUNDING_AGENCY_ID%3A3600+SIGNED_DATE%3A%5B2018%2F07%2F01%2C2018%2F07%2F22%5D&start=40""/> <link rel=""previous"" type=""text/html"" href=""https://www.fpds.gov/ezsearch/FEEDS/ATOM?s=FPDS&FEEDNAME=PUBLIC&VERSION=1.5.1&q=PRINCIPAL_NAICS_CODE%3A541990+FUNDING_AGENCY_ID%3A3600+SIGNED_DATE%3A%5B2018%2F07%2F01%2C2018%2F07%2F22%5D&start=4990""/> <modified/> As you can see start=0 is the first page and start=40 is in ending page. If you look this query up on [fpds.gov](https://fpds.gov) using their front end there are 43 entries. So start=0 is 10 results. My crawler should end at start=40 and go on to the next naics/funding combo. This has been working perfectly for over a year and a half but after yesterday's update it isn't working and I was wondering if anyone else has see something similiar.",not_spam "Hi everyone! Got this problem: i need to do a prediction of when two classes in a plot will ""touch"" themselfes. I know value over the time (1,2,3,4,5) and i need to know WHEN (6?,7?,8?,...) red will be higher than blue. https://imgur.com/wYYI8Vx",not_spam "Hey guys, I'm working on a small project to be able to predict people who are likely down to volunteer (for covid and for other jobs), but I am having a hard time finding a dataset on this subject. All I really need is a dataset of volunteers' attributes (preferably for different positions) such as age, gender, income, etc... I'd really appreciate it if someone could point me in the right direction on this, or if you know a source, link me! Thanks in advance!",not_spam "My former college (Truman State University) is cutting two sports programs (wrestling and men's tennis) due to budget constraints. The kicker is the wrestling program is self-funded... I would like to get the athletic departments financial statements to perform some cost analysis, etc. Is there anywhere I can locate it? Or should I just send an email to the administration asking for it? ",not_spam "Hi everyone, I am new to data science and for my practice, I want to put my hands on the data of the most common diseases. I planned to do some visualizations and a feature or two with python. But the problem is that I cannot find such data, my initial idea was that it must be available, I do not want any hardcore specific stuff. I simply want to get the top 100-200 of the most common diseases around the world (or in specific regions). Did I make the wrong assumption and such data will not be freely available? Maybe someone has good sources to share? &#x200B; Thanks!",not_spam " Hello everyone, &#x200B; I'd like to invite you guys to participate in this academic research about ""The Gamer Lifestyle"". The questionnaire doesn't take any more than 6 minutes to be filled and you'll be asked to share your opinions and thoughts about the games you are playing at the moment. I wish I could count with your contribution as a player and as r/datasets representative community. The link is down below. &#x200B; LINK: [https://gamerlifestyle2019.questionpro.com](https://gamerlifestyle2019.questionpro.com/) &#x200B; Thanks for your participation!",not_spam "Hi, I am looking for datasets of Java projects which display plagiarism; from direct copying to more significant obfuscation, e.g. changing names, rearranging structure, and modifying inconsequential fields. The purpose is to train a plagiarism detection and classification algorithm. Any help would be greatly appreciated. Thanks.",not_spam "Hello, I am looking for some retinal fundus image datasets for a deep learning project. I found some for myopic eyes, but none for farsightedness. Can someone help?",not_spam "I am trying to create a website to correlate information about companies versus their stock prices for a class project. To do that, we need individual information about the S&P 500 such as their sector, HQ location, # employees, etc. After looking online, I couldn't find anything free to use. The best equivalent I found is the LinkedIn API, but that requires that your users go through an OAuth2 portal to scrape anything. Does anyone have any recommendations? &#x200B; I looked at some older posts which asked for similar requirements here and didn't find anything: [https://www.reddit.com/r/SecurityAnalysis/comments/1js4er/free\_api\_to\_access\_fundamental\_company\_data/](https://www.reddit.com/r/SecurityAnalysis/comments/1js4er/free_api_to_access_fundamental_company_data/) [https://www.reddit.com/r/datasets/comments/2fppfa/request\_apis\_for\_company\_information/](https://www.reddit.com/r/datasets/comments/2fppfa/request_apis_for_company_information/)",not_spam "[https://www.kaggle.com/aavigan/real-gdp](https://www.kaggle.com/aavigan/real-gdp) &#x200B; Dataset includes: [GDPC1](https://fred.stlouisfed.org/series/GDPC1) \- time series representing real GDP measured quarterly spanning from 1947 to 2018 in billions of dollars, adjusted for inflation and chained to 2012 dollars [DGS2](https://fred.stlouisfed.org/series/DGS2) \- time series representing 2Y treasury constant maturity rate measured daily in % spanning from 1976 to 2019 [T10Y2Y](https://fred.stlouisfed.org/series/T10Y2Y) \- time series representing 10Y treasury yields minus 2Y treasury yields measured daily , spanning from 1976 to 2018 [USREC](https://fred.stlouisfed.org/series/USREC) \- time series represents when the US experienced recession spanning from 1854 to 2018 measured daily. A '1' indicating that the US is in a period of recession and '0' indicating that the US is not in a period of recession. &#x200B; All data was downloaded from the website of the [Federal Reserve Bank of St. Louis](https://fred.stlouisfed.org/).",not_spam "Includes basically all of the articles from CBC news website. Context Has the news media been overreacting or under-reacting during the development of COVID-19? What are the media's main focuses? How is the news correlated to public reactions or policy changes? You might find many insights with more than 3,500 CBC news articles. [https://www.kaggle.com/ryanxjhan/cbc-news-coronavirus-articles-march-26](https://www.kaggle.com/ryanxjhan/cbc-news-coronavirus-articles-march-26)",not_spam "Out of curiosity a friend of mine and I are trying to find out what the average cup size of european countries would be if we were to scale it with respect to BMI. We already found the BMI data from the WHO, but the breast size/volume seems to be harder to obtain. Any ideas? EDIT: Just to be clear I've found a few bits of data from the first hits from google, but without any clear sources or details.",not_spam Anybody know where stats from the tour are kept? ,not_spam "Title says it all kinda. Bonus points for unittests and/or non-buggy version. I've seen defects4j, but I was looking for much simpler self-contained functions, instead of a real world dataset. Ideally functions would be integer types only.",not_spam "Hello I am looking for a dataset for my project. The idea is that my service defines all possible variants of keywords, for example, for the word ""Idea"", ""Problem"" in order to predict which tag to put under the text. Something like datasets may exist in the public domain. If so, how do you find them?",not_spam " I need to collect tabular data from ten teams and then compile it into a singe table daily. The current process of exchanging excel sheets over email is nightmare. Is there any service to make this task easier? The service I am looking for should support grid type forms, data validation, calculated fields etc. I must also be able to define calculations on submitted data to generate compiled data automatically.",not_spam "Hi, I'm looking for data on daily M&A activity for the US stock market (SP500 or alike). Does anyone perhaps know where this data is available?",not_spam " Hi all, here is the dataset of the Indian Time Use Sลฏrvey conducted in 1998:[https://www.kaggle.com/arjunprasadsarkhel/indian-time-use-survey](https://www.kaggle.com/arjunprasadsarkhel/indian-time-use-survey/code) It contains tons of information about how people spent their lives doing various activities within a 24hour period. Although a bit old, but we can create a lot of visualizations from it, like say x% of people wake up at 5.am to do ""A"" task, y% of people wakes up at 6 am. to do ""B"" task, etc. There can be endless things you can do Ps: The micro-data for the 2019 Time Use Sลฏrvey for India I couldn't find it anywhere",not_spam "Hello everybody, I'm looking for some datasets about sensor geographically distributed, in particular temporal series of some sensors, because I'm going to start a thesis about anomaly detection. Specifically, it would be the best if I get a dataset about electricity grids in order to perform anomaly detection and prediction of failures, but something similar about temporal series of sensor values it's OK. Do you know where I could find something similar?",not_spam "I'd love to get my hands on movie release dates... a simple list would be great and potentially ratings if possible. Thanks",not_spam "Currently doing a research project that requires starting salary for a bachelors degree. Checked the obvious sources (BLS, NACE, etc), but couldn't get anything that goes back 50 years. Also, if any one knows of a sub-section for starting salaries for bachelors in chemistry, I would be even more grateful. Thanks!",not_spam "Does anyone know of any datasets of facial images (faces) that contain demographic, or, ideally, personality information on each subject?",not_spam "At my old job, it seemed like I'd have a new project with a new dataset every few weeks. The hardest part of my job was understanding the data not completing the project. Last year, I built a data catalog using the no-code platform bubble and shared it here. We ended up with quite a few people testing it out and using it on personal projects. In the last 12-months, I took the original platform I built and leveraged some open-source platforms like Amundsen to rebuild a modern data catalog focused on making data documentation transparent, collaborative, and straightforward for anyone or company. We have a sandbox environment with dummy data that we're looking for user feedback on. If anyone is interested in giving it a spin, please let me know! We're planning to release a public version for anyone to use early next year. Happy New Year, and I appreciate anyone willing to give it a try.",not_spam "Hi everyone, I was just wondering if anyone knows where i can find this sort of data. I am just looking for the year when uber started providing rides within a state. Thank you!",not_spam "Iโ€™ve found a dataset that provides average annual temperature by country from 1960-2012, but I need those 4 years, and Iโ€™ve had incredible trouble finding it. If anyone could help, I would be really grateful ",not_spam "I'm a student in my first data mining class looking for a dataset/good project for class. I found a credit fraud detection dataset that looked promising, but it has ""PCA Dimensionality reduction to protect user identities and sensitive features"", meaning I don't know what the data represent (column headers V1, V2, etc.). I need a clean dataset I can analyze to eventually help me pitch a product or service. I freely admit I'm being somewhat lazy (though the real work lies ahead, after the dataset is selected). I'm just trying to make sure I have a dataset that provides a definite end product. Thanks.",not_spam "Hi All, Looking to purchase my first home over the next 12 months. Does anyone know where I could find a free data-set of property market data over the last 10 years or so that predominantly looks at property value growth over the period in Victoria, Australia? Hoping that this would show the growth on a suburb by suburb basis and differentiate between apartments, units, townhouses, and houses. Cheers",not_spam "Hi! I'm an Italian physician. I would like to begin a study about drug utilization before and after lockdown due to the COVID-19 outbreak. I would like to analyze the use of a certain type of drug (using ATC code). Do you know any open datasets available containing a daily-weekly-monthly use of drugs for more than one country with 2020 data? Are these possible existing datasets available also for the past years with the same time interval (daily-weekly-monthly)? I searched by I didn't find any datasets... Thank you!",not_spam "I would like to have a better understanding of how individual tax revenue can be broken down by income level. I know there is an expensive dataset out there that one can buy for something like $4400 / record year, but contains more data than I really need. For example, it would be nice to have a breakdown of how many returns fell into each of the tax brackets, organized by single, married filing jointly, and married filing separately. Does anyone know where I can find that information?",not_spam Do you know any website from where I can find xray images dataset of fracture and other bone related diseases? ,not_spam I want to show a friend of mine any statistical evidence I can find that supports/debunks the idea that your birth month/sign has an impact on your choices (astrology).,not_spam "Hi, I am wondering if anyone knows how I may go about obtaining date of birth information for local schools. Or alternatively, date of birth information together with results of national school tests. Part of me thinks this won't be freely accessible, but I thought I'd ask anyway.",not_spam "I came across this question on StackOverflow: [https://stackoverflow.com/questions/55450247/find-image-that-fit-together-the-best](https://stackoverflow.com/questions/55450247/find-image-that-fit-together-the-best) Here is a sample image: https://i.stack.imgur.com/YrVmR.png I found this problem very interesting and would like to try it out myself, but I do not have access to the complete dataset. If you have previously worked with this dataset and know its source, I'd really appreciate it if you shared the link here. Thanks in advance :)",not_spam "I have seen a lot of this by season, but I was hoping to look at it for every season.",not_spam "Hi Folks, does anyone have a dataset containing the Lat/Lon pairs for actual turbines within a windfarm? I thinking mostly about off-shore farms here, but I'll take on-shore if anyone has it. Thanks",not_spam "Hey all, Iโ€™m searching for Sanskrit, Akkadian (in a latinized format), and Gothic bibles. They have to be parsable, preferably in XML but Iโ€™ll take anything at this point.",not_spam "Random, I know, but I'm building a python bot that uses puns",not_spam "Looking for a proof of concept dataset for an upcoming project. Basically I will have a short list of keywords, and in the text there will be a variation of my keyword. I want an NLP algorithm to categorize each keyword automatically. I was thinking of using GPT2 for this, but would that be overkill? I wanted something a little ""smarter"" because of the variation and I want high accuracy. Do you guys recommend something else?",not_spam "Hello, where can I find datasets that give raw data on the **production costs** (including capital costs, operation and maintenance costs, fuel costs... basically all the costs that can be used to calculate Levelised Cost of Energy) of electricity in France? The data also has to cover **all energy sources** (nuclear, oil, gas, coal, renewables). I need this for a college assignment that is due in a few days so any help will be greatly appreciated! Thank you :)",not_spam "I heard the myPersonality dataset was discontinued, but here I appear to have found it on github after a quick front page google for it... Is that it?? https://github.com/Myoungs/myPersonality-dataset/blob/master/mypersonality.csv",not_spam ">**TL;DR:** See example notebooks below ๐Ÿ‘‡ I am happy to announce that I finally finished cleaning, organizing, creating baselines, and developing an automated collection pipeline that collects minute-by-minute market data for Cryptocurrencies. It updates on Kaggle every day! And will keep doing so until the competition is over! \[Maybe even more\] The whole project took me a lot of time to develop and is not easy to maintain, so please if you find this of value: Your feedback & support is highly appreciated! ## The Competition As some of you know, there is Crypto forecasting competition is running on Kaggle: ""G-Research Crypto Forecasting"". In this competition, we need to use machine learning for forecasting short-term returns of popular cryptocurrencies \[such as bitcoin, ether, dogecoin..\] We are provided a dataset of millions of rows of high-frequency market data dating back to 2018 which we should use to build our models on. Once the submission deadline has passed, the final score will be calculated over the following 3 months using live crypto data as it is collected. ## Auto-updating Kaggle dataset To make things more interesting: I created an Auto-Updating Kaggle dataset that collects high-frequency market data for multiple cryptocurrencies. * Updates daily on Kaggle! * Available for anyone to play with! Also, I also released **20+ starter notebooks** each demonstrating a different model or method for forecasting future returns. This project was meant to be for the currently running Crypto Forecasting Competition by G-Research. However, since it is publicly available I assumed many others would like to also have a look :) **Mimics ""Real-Life"" better than typical datasets** This is a unique opportunity to work in a much more ""real-life"" setup than usual Kaggle. Because the datasets update daily. * so.. If you mess up and overfit.. * You see it tomorrow! ๐Ÿ˜‚ Anyway, this is an ongoing project that is also beginner-friendly since it is highly documented. Many more Time Series / Finance-related notebooks will be released in the future so this can also serve as a ""first stop"" when studying Time Series analysis. ## Baselines & Starter Notebooks |CV + Model|Hyperparam Optimization|Time Series Models|Feature Engineering| |:-|:-|:-|:-| |[Neural Network Starter](https://www.kaggle.com/yamqwe/purgedgrouptimeseries-cv-with-extra-data-nn)|[MLP + AE](https://www.kaggle.com/yamqwe/bottleneck-encoder-mlp-keras-tuner)|[LSTM](https://www.kaggle.com/yamqwe/time-series-modeling-lstm)|[Technical Analysis #1](https://www.kaggle.com/yamqwe/crypto-prediction-technical-analysis-features)| |[LightGBM Starter](https://www.kaggle.com/yamqwe/purgedgrouptimeseries-cv-with-extra-data-lgbm)|[LightGBM](https://www.kaggle.com/yamqwe/purged-time-series-cv-lightgbm-optuna)|[Wavenet](https://www.kaggle.com/yamqwe/time-series-modeling-wavenet)|[Technical Analysis #2](https://www.kaggle.com/yamqwe/crypto-prediction-technical-analysis-feats-2)| |[Catboost Starter](https://www.kaggle.com/yamqwe/purgedgrouptimeseries-cv-extra-data-catboost)|[Catboost](https://www.kaggle.com/yamqwe/purged-time-series-cv-catboost-gpu-optuna)|[Multivariate-Transformer \[written from scratch\]](https://www.kaggle.com/yamqwe/time-series-modeling-multivariate-transformer)|[Time Series Agg](https://www.kaggle.com/yamqwe/features-all-time-series-aggregations-ever)| |[XGBoost Starter](https://www.kaggle.com/yamqwe/xgb-extra-data)|[XGboost](https://www.kaggle.com/yamqwe/purged-time-series-cv-xgboost-gpu-optuna)|[N-BEATS](https://www.kaggle.com/yamqwe/crypto-forecasting-n-beats)|[Neutralization](https://www.kaggle.com/yamqwe/g-research-avoid-overfit-feature-neutralization/)| |[Supervised AE \[Janestreet 1st\]](https://www.kaggle.com/yamqwe/1st-place-of-jane-street-adapted-to-crypto)|[Supervised AE \[Janestreet 1st\]](https://www.kaggle.com/yamqwe/1st-place-of-jane-street-keras-tuner)|[DeepAR](https://www.kaggle.com/yamqwe/probabilistic-forecasting-deepar/)|โณTarget Engineering| |[Transformer)](https://www.kaggle.com/yamqwe/let-s-test-a-transformer)|[Transformer](https://www.kaggle.com/yamqwe/sh-tcoins-transformer-baseline)||โณQuant's Volatility Features| ||||| |[Reinforcement Learning (PPO) Starter](https://www.kaggle.com/yamqwe/g-research-reinforcement-learning-starter)|||โณWavelets| [About the validation: GroupTimeSeriesSplit](https://www.kaggle.com/yamqwe/let-s-talk-validation-grouptimeseriessplit) (โณ - in the making..) Fork them as you please! Enjoy Yourself! ## Auto updating - Full Price Datasets I created an up-to-today \[auto updating\] dataset which contains the full historical data for all assets of the competition so you can easily build models that utilize it. The datasets are split to each asset since they are much heavier than the competition data. The datasets have also been labeled as described in the competition overview and had been organized in a way that they are at the exact format of the competition data. **The goal of this is to provide a dataset that:** 1. Contains the FULL history for each asset. Currently, the competition data goes back to 2018. This dataset contains data from even earlier. 2. Auto updating daily - Due to the high volatility of the cryptocurrency market, we should train our models on the most recent data available. These datasets have a backend pipeline for collecting, formatting, and reuploading to kaggle. They are scheduled to be updated daily, every single day until the end of the competition. 3. Preprocessed - The datasets had been ffilled to overcome any missing values issue that is present in the original competition dataset. **The Datasets:** * [Binance Coin](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-binance-coin) * [Bitcoin Cash](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-bitcoin-cash) * [Bitcoin](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-bitcoin) * [Cardano](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-cardano) * [Dogecoin](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-dogecoin) * [Eos.io](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-eos-io) * [Ethereum](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-ethereum) * [Ethereum Classic](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-ethereum-classic) * [Iota](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-iota) * [Litecoin](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-litecoin) * [Monero](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-monero) * [Maker](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-maker) * [Stellar](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-stellar) * [TRON](https://www.kaggle.com/yamqwe/cryptocurrency-extra-data-tron) >**Bonus dataset:** I've also uploaded a dataset containing the most powerful source for predicting cryptocurrencies movement: Elon Musk's Twitter ๐Ÿ˜‚! It is simply an updated dataset of all Elon Musk's tweets ๐Ÿ˜‚. I must check if Elon Musk can help us win! ๐Ÿ‘Œ You can play with it yourself [here](https://www.kaggle.com/yamqwe/elon-musks-twitter-updated-031121). **Technical details about the Data** For every asset in the competition, the following fields from [Binance's official API endpoint for historical candlestick data](https://github.com/binance-exchange/binance-official-api-docs/blob/master/rest-api.md#klinecandlestick-data) are collected, saved, and processed. 1. timestamp - A timestamp for the minute covered by the row. 2. Asset\_ID - An ID code for the cryptoasset. 3. Count - The number of trades that took place this minute. 4. Open - The USD price at the beginning of the minute. 5. High - The highest USD price during the minute. 6. Low - The lowest USD price during the minute. 7. Close - The USD price at the end of the minute. 8. Volume - The number of cryptoasset u units traded during the minute. 9. VWAP - The volume-weighted average price for the minute. 10.Target - 15 minute residualized returns. See the 'Prediction and Evaluation section of this notebook for details of how the target is calculated. 10. Weight - Weight, defined by the competition hosts [here](https://www.kaggle.com/cstein06/tutorial-to-the-g-research-crypto-competition) 11. Asset\_Name - Human readable Asset name. **Indexing** The dataframe is indexed by `timestamp` and sorted from oldest to newest. The first row starts at the first timestamp available on the exchange, which is July 2017 for the longest-running pairs. Enjoy Yourself! And thank you in advance for your support! This is not an easy system to maintain!",not_spam "[http://www.mytwitterscraper.com](http://www.mytwitterscraper.com) I built a realtime twitter scraper with Java. Just get OAuth tokens from Twitter, make sure you're running Java 8 (just update your java), and you're ready to rock. Enter your search terms and the program filters the Twitter stream in real time against your keywords. When you're done, save your data set as a .csv file! Returns Username, Time, Location, and Tweet. Would love to get some feedback on this program. To install, put the jar file you download into it's own folder. Then before your first search, click the ""configure OAuth"" button and go through the steps. Then happy scraping! edit: fixed the link Edit2: GOLD?! I've been on reddit for 2+ years lol, and no gold. First day on fake account to separate my personal Reddit from my programming work and BOOM, gold. Thanks Reddit stranger. I will cherish my magic internet bullion.",not_spam " I am looking for a site that can show me how much a certain film grossed in that day or until that day. Can't find any online.",not_spam "Specifically, my thesis project relates to the hedonic price effects of deeded beach access - sounds complicated. My research will probably be limited to certain communities (eg, Dennis, MA, and maybe a few others). I'd be very grateful for any help or tips! Thanks!",not_spam "It's easier to find sentences above 7 year-old-level (e.g. Simple English Wikipedia), but the lower the level of a sentence, the harder it is to find in an massive scale. For example, 3 year-old-level sentence is ""The cat sat.,"" whereas 7 year-old-level sentence is ""Birds can be many different sizes. The largest bird of all is the ostrich."" I'd like this dataset to be more or less uniform in the volume in terms of the difficulty (e.g. not too many 7 year-old-level ones compared with the 3-year-old ones). There is a list of vocabularies appropriate for each age, so I can filter a sentence by the used vocabularies and the length. I don't think the dataset satisfying this condition currently exists. I'd very much appreciate if you can give me an advice how to construct this dataset by collecting the samples from the Internet or by any other means.",not_spam "Hi, for my thesis I am currently looking for a basket dataset of a DIY/ hardware store. There are various datasets for grocery stores but I have not found one for DIY stores - can anybody help with that?",not_spam "Looking for a a dataset/s which contains the image of typed German, English and French Datasets. It is a bit weird that all the datasets I find are hand written and not image based and not typed or simply from Google images",not_spam "I'm working on a project involving parallelizing some machine learning algorithms, including those for classification, clustering, and association. I will be comparing the parallel and non-parallel algorithm runtimes, and aim to use small/medium/large datasets for each type of algorithm (classification/clustering/association) for comparison. I'm looking to identify some routine, clean, structured datasets of various sizes commonly used, or sell-suited to, benchmarking for the 3 different types of mining activities (classification/clustering/association). I'm having a difficult time identifying any such common datasets in the literature, or elsewhere for that matter. I'm aware of UCI and other repos, and datasets like iris and its ilk, but the small end of what I'm looking for would be bigger than that. Sizes of datasets I'm looking for (all sizes are -ish): Small: 1-10 MB Medium: 100 MB Large: 1 GB If anyone could point me in the direction of either some datasets that may be appropriate, or some papers that may give me some further ideas, it would be much appreciated.",not_spam "I'm looking to do a project on football data that i will be attempting to collect on the current and next few seasons, but was also wondering if anything is currently available to use from previous years. Thanks",not_spam "I have two excel files; one stipulating the level of military expenditure within a country and another the level of armed conflict the country is involved with. I would like to merge these two datasets on excel however am struggling slightly. Any help would be appreciated, thanks.",not_spam "I have been awarded a contract to construct a data set of homeowners, names, and ages for a given postal code earlier today. Does anyone know if such a dataset exists? The set should include the United States. Many thanks!",not_spam I'm looking for a county-level dataset of daily temperatures in the US - I found the monthly averages dataset on [NOAA](https://www.ncei.noaa.gov/news/noaa-offers-climate-data-counties) but was only able to find the station data for daily temps.. which is more granular than the county level I would like. Any suggestions?,not_spam I want to build a mental health chatbot like therapy chatbot.Anyone can suggest where can I get the dataset.,not_spam "iTunes maintains an XML file with information about every song in your music library. Here's an example entry from one song in my library. <key>2424</key> <dict> <key>Track ID</key><integer>2424</integer> <key>Name</key><string>D'yer Mak'er</string> <key>Artist</key><string>Led Zeppelin</string> <key>Album</key><string>House Of The Holy</string> <key>Genre</key><string>Rock</string> <key>Kind</key><string>MPEG audio file</string> <key>Size</key><integer>8417408</integer> <key>Total Time</key><integer>262974</integer> <key>Track Number</key><integer>6</integer> <key>Track Count</key><integer>8</integer> <key>Year</key><integer>1973</integer> <key>Date Modified</key><date>2012-03-22T01:37:25Z</date> <key>Date Added</key><date>2012-03-21T23:25:24Z</date> <key>Bit Rate</key><integer>256</integer> <key>Sample Rate</key><integer>44100</integer> <key>Play Count</key><integer>11</integer> <key>Play Date</key><integer>3453970976</integer> <key>Play Date UTC</key><date>2013-06-13T19:22:56Z</date> <key>Skip Count</key><integer>1</integer> <key>Skip Date</key><date>2013-03-24T04:30:02Z</date> <key>Persistent ID</key><string>FA1BA2631CA7B83F</string> <key>Track Type</key><string>File</string> <key>Location</key><string>file://localhost/C:/Users/***/Music/iTunes/iTunes%20Media/Music/Led%20Zeppelin/House%20Of%20The%20Holy/06%20D'yer%20Mak'er.mp3</string> <key>File Folder Count</key><integer>5</integer> <key>Library Folder Count</key><integer>1</integer> </dict> I just took a class in python and I wanted to see if I could do some predictive song recommendations based on my library like last.fm, Google music etc. Thing is I only have my library. Is there any place I could get libraries like this from other people? If not is there a scraper tool that will scrape libraries people upload to Google music or similar websites that might have lots of detail?",not_spam I know this is a long shot but I'm looking for data on escort listings (name of service) AND phone number in major US cities. Any leads?,not_spam Need dataset of Covid19 testing sites in PA. The PA DOH is not allowing data on their dashboard to be downloaded. This is for research purposes. I would really appreciate any help provided. Thank you!,not_spam Where can find videotapes of soccer/football players shooting penalties?,not_spam " Hi all, I was looking for raw data to visualize the moving patterns of educated millennials across American metropolitan areas (large, mid-size, and small) along with metrics related to housing โ€“ real estate purchases or rentals โ€“ and job industry breakdowns (tech, finance, etc.). If thereโ€™s a way I could get these divided by Census ethnicity as well (white, black, Hispanic, etc.), thatโ€™d also be helpful, although Iโ€™m sure that may be a stretch. Does anyone know where I could find data like this, or if it exists at all? I know the Census and the American Community Survey have data, but I was looking for something more detailed and specialized. Appreciate any help! Feel free to refer me to other subreddits if need be.",not_spam "Hello frens I published on kaggle a dataset of 1.2 GB of spotify data (user hashes, artists, tracks and playlists) scraped from the #nowplaying hashtag on twitter. It is available on this [link](https://www.kaggle.com/andrewmvd/spotify-playlists). All credits are due to the original authors: > Pichl, Martin; Zangerle, Eva; Specht, Gรผnther: ""Towards a Context-Aware Music Recommendation Approach: What is Hidden in the Playlist Name?"" in 15th IEEE International Conference on Data Mining Workshops (ICDM 2015), pp. 1360-1365, IEEE, Atlantic City, 2015. Cheers",not_spam Is there any site from where I can download all the news from a specific date to till date from different news providers possibly in csv/json format ?,not_spam "I am currently working with data that has mismatching occ code classifications. I am wanting to either convert the 1980 occ codes to be compatible with 2000 BLS codes or vice versa. I know there are things such as ""crosswalks"" that exist, but I'm unfamiliar with these. Any advice on how to efficiently do this would be greatly appreciated.",not_spam "Hi! I'm wondering if there are any resources for health data that are 1) kept current 2) searchable by zipcode and 3) contain data points on health data (e.g. asthma cases, emergency room visit reasons, foodborn illness). I've spent hours looking, but I haven't found much. [This](https://a816-health.nyc.gov/hdi/epiquery/visualizations?PageType=ps&PopulationSource=Syndromic) is an example of the type of thing I'm looking for (but it's only for ER visits). Ideally, data would be available for the NYC area. Thanks!",not_spam "Hello, everyone! I am pursuing my Masterโ€™s degree on track โ€œDigital Businessโ€ and really am in search of a good dataset to use in my thesis. I want to connect my thesis to AI (artificial intelligence) and marketing, so looking for some datasets that could help enhance marketing industry and insights. Might be something like โ€œThe effect of AI on marketing....โ€ or โ€œUsage of AI algorithms in marketing practiceโ€ Will run it through Rapidminer using one/ two of chosen algorithms ( I am not an expert in programming). Open to any dataset that can be a good idea to use in thesis! Thanks :)",not_spam "I'm writing a research paper on sexual behavior and religion, but I'm finding that most of the surveys that use these data (such as the GSS) are at least 5 years old. I am interested in follow-up on the state-level study showing that religious states have more pornography searches. The concern I have is that the individual level data they cite (and use) is from 2007, which is ancient in today's world. Thanks! http://www.tandfonline.com/doi/full/10.1080/00224499.2017.1278736 ",not_spam If anyone knows where I can find statistics on how many plays individual songs have in an album that would be amazing! Thanks in advance.,not_spam "Is there a single source where one can easily download Bjรธrn Lomborg's various data examples from either/both of his books? I'd like to use the compendious data to practice R / ggplot with. I know he cites where each data set comes from in the book, I just wonder if there's a compendium.",not_spam I am doing a school project about Nigeria. I need some data sets with interesting things about Nigeria. Can someone point me in the correct direction for datasets about Nigeria with interesting facts/things.,not_spam "I'm looking for datasets related to babies. Whether this is sound recordings, videos or images. Anyone have pointers to such data? Thanks a ton!",not_spam "Does anybody know where I can find US mayoral election results from 1940 to around 2000? The closest thing I found so far is replication data for [this study](https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/SJBWC3). For what I could see it has a lot of errors. Any help is very much appreciated.",not_spam "Hi! As the title says, I'm looking for data on the percentage of ethnic groups per country, especially Latin American countries. Example for Peru, 2007: |Ethnicity|Composition| |:-|:-| |Quechua|22.3%| |Mestizo|60.2%| |White|5.9%| |etc|etc|",not_spam "can someone list out benchmark datasets used for object detection? 1. Coco 2. Imagenet",not_spam "Hello everyone, &#x200B; I am currently looking for dark web datasets, if there are any. Datasets involving hacking, cryptography, or vulnerabilities are preferred, but all are welcome. Thank you for your help.",not_spam "Is there a solid dataset that exists that houses the names and social accounts (pages, handles etc.) for athletes, teams/leagues, media outlets, brands and celebs/influencers? Ideally API driven and maintained but not mandatory. Thanks in advance.",not_spam I'm trying to find a data set of all animals by sub-species ideally but can't seem to find it online! Any help would be much appreciated,not_spam "This is long shot, but I would lace the palm of anybody that help me with this! Does anybody know of a dataset (or multiple) that would ultimately show me which nations have given the most presidential gifts throughout history? ergo who are the most and least generous - even most spoilt! Thanks :-)",not_spam "The NOAA globally hour surface dataset has been has been imported into dolt and modeled in a manner that should be easily queryable. This data is fundamental in training weather forecast models, and analyzing climate change. Take a look at the blog post covering the dataset. [https://www.dolthub.com/blog/2020-03-02-noaa-global-hourly-surface-data/](https://www.dolthub.com/blog/2020-03-02-noaa-global-hourly-surface-data/) &#x200B; Source Data: [https://www.ncei.noaa.gov/data/global-hourly/](https://www.ncei.noaa.gov/data/global-hourly/) On Dolthub: [https://www.dolthub.com/repositories/Liquidata/noaa](https://www.dolthub.com/repositories/Liquidata/noaa)",not_spam " Hi! I have to code a kind of simple web server log analyzer for an university project, any idea of where I can find some real logs in order to test my program? I found some logs on [archive.org](https://archive.org/) but I can't download them. Thanks!",not_spam "Hello everyone. I am trying to make a choropleth map and the only blank map that I can find has the US down to county level, but not down to zip code level. My data only has street address, city, state, and zip code. So I need a table or database that maps zip code to the state county. I understand that a zip code can fall into more than one county, which is ok, I will just remove duplicates. I found a few sites that provide this type of info, but seems like they want to charge for it or is in a format that I can't just download the entire zip-county data at once. Thanks in advance!",not_spam "Hello, I am planning to develop a project on facial expression recognition in children/adults with ASD. I need an image dataset of facial expressions of children/adults with ASD To develop this project. Any recommendations of labeled/unlabeled datasets will be very helpful.",not_spam "The dataset contains 439K emotion attributions and explanations from humans, on 81K artworks from WikiArt. Paper: https://arxiv.org/pdf/2101.07396.pdf Github: https://github.com/optas/artemis Dataset: https://www.artemisdataset.org/#dataset",not_spam "Hi everyone! I am a student currently researching on plant leaf diseases and was looking for some datasets for the same. I stumbled upon the CropDeep dataset but I was not able to find any links to the dataset. So as the question suggest, I wish to know if it is publicly available? If no, is there any other similar dataset that could be useful in my situation. Thanks in advance. [CropDeep dataset](https://www.mdpi.com/1424-8220/19/5/1058)",not_spam "Hello, I'm looking for MRI data of patients with dementia/Alzheimer. I've found quite good dataset of mri images of patients with dementia, but of course I would like to have more. Dataset: http://www.oasis-brains.org/app/template/Index.vm Thanks!",not_spam "I don't need all the years, but the farther it goes back the better.",not_spam "Hi everyone! Does anyone know where I can find a dataset that deals with race and medical care/attention? I found something at [https://library.missouri.edu/guides/data/arc-race/](https://library.missouri.edu/guides/data/arc-race/) but the link to the actual dataset seems to be broken... Thank youuuu",not_spam "We took the top 100 business / entrepreneurship podcasts, transcribed them, and ran them through an NLP algorithm (AWS Comprehend for now, looking to build our own in the future). This dataset is for 7/12/20-7/18/20 (last week Sat - Sun) The synthesized data is in Airtable [https://airtable.com/shr6hOa7qoTpKi0ue](https://airtable.com/shr6hOa7qoTpKi0ue) &#x200B; It categorizes key phrases of the audio transcripts into 9 different categories: |COMMERCIAL\_ITEM|A branded product| |:-|:-| |DATE|A full date (for example, 11/25/2017), day (Tuesday), month (May), or time (8:30 a.m.)| |EVENT|An event, such as a festival, concert, election, etc.| |LOCATION|A specific location, such as a country, city, lake, building, etc.| |ORGANIZATION|Large organizations, such as a government, company, religion, sports team, etc. | |OTHER|Entities that don't fit into any of the other entity categories| |PERSON|Individuals, groups of people, nicknames, fictional characters| |QUANTITY|A quantified amount, such as currency, percentages, numbers, bytes, etc.| |TITLE|An official name given to any creation or creative work, such as movies, books, songs, etc.| &#x200B; Each of the topics has the top 20 results, except in the few cases where we removed duplicates (It counted Instagram and instagram as two different topics for example). This avoids the really long tails of single keyword mentions. The ""Top 100"" comes from Chartable's top 100 podcasts for the business / entrepreneurship category based on the apple podcast data out of the U.S. If this is interesting/cool/valuable for this sub I can post a new one here each week. What other categories do you think would be cool to do? I like the idea of financial news to add to trading algorithms but would be curious what comes to mind.",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome.",not_spam "Is there a dataset that lists public companies' land ownerships? i.e. if I want to know the location of all IBM offices worldwide or apple,etc..",not_spam "Hi All, I was wondering if there exists a data set for people who died from suicide in the Us at least. there is a lot of data showing trends in suicide by I couldn't find anything related to personnel information of those people. Any ideas?",not_spam "I am working on evaluating healthcare needs in the year 2000 for zip codes in California, and I am looking for the percentage of uninsured individuals in California at a zip code level - I was wondering if anyone knew of a source I could turn to. So far, I have not found data on American Fact Finder, and the Small Area Health Insurance Estimates does not have zip code level data - it only has county level data. I was wondering if there are other sources I could turn to, or if there were any data vendors with that information available.",not_spam I am trying to find heart rate data. Especially data leading up to a stroke or a seizure. Iโ€™m trying to make something that will pick up on trends in the heart rate data and predict medical conditions. If anyone knows any data sets like this please let me know. Thank you all very much in advance. ,not_spam "Github: https://github.com/jbencina/facebook-news BigQuery: https://bigquery.cloud.google.com/dataset/jbencina-144002:fb_news Dataset contains 19,850 posts from 83 various news organizations & personalities representing up to the last 250 page posts made as of July 14th, 2017. Each post has up to 100 comments for a total of 1,025,403 comments. **Edit-** Unfortunately someone pointed out one line of code accidentally had post_id written twice. Thus the comments data is actually missing the comment_id. Not a big deal as you can still link comments to the original posts. I fixed the code, but you would need to run again to populate the comment_id field if desired.",not_spam "Hi, I'm looking for a dataset with multiple (4+) binary variables that are related to each other in a non-trivial way (e.g. they are not just dummy variables for some categorical feature). My idea is to use such a dataset as a use case for the tool for multiple sets visualization I've recently created ([https://github.com/gecko984/supervenn/](https://github.com/gecko984/supervenn/)). I was thinking about possible uses for the tool to outline in a blog post I' writing, and binary features came to my mins as a possible source of sets that might be interesting to visualize. Unfortunately, I haven't been able to find such datasets yet. Any suggestions will be very appreciated. Thank you!",not_spam "Hello, Nadir Altinok, Noam Angrist and Harry A. Patrinos have released a Policy Research Working Paper on behalf of the World Bank in 2018, where they claim that they have a dataset that covers 163 countries between 1965 and 2015. There they talk about differences in education among countries, genders, income levels and so on, but I cannot find the data that they are referring to. The report can be found [here](http://documents.worldbank.org/curated/en/706141516721172989/Global-data-set-on-education-quality-1965-2015). I managed to find something on [github](https://github.com/owid/owid-datasets/tree/master/datasets/Global%20Data%20Set%20on%20Education%20Quality%20(1965-2015)%20-%20Altinok%2C%20Angrist%2C%20and%20Patrinos%20(2018)), but it is definitely not the whole dataset. So helping me find the original one would be appreciated. Thank you :)",not_spam "Hello, do you have any info about image datasets that have images of olive fruits ? Thanks",not_spam "Hello all! I am looking to do a small practice project on predicting solar farm output. So far I haven't been able to find any good datasets for solar farms. Can someone point me in the right direction? Thanks in advance :)",not_spam "I'm looking to improve my vocabulary. I'd also like to improve my programming skills, so I plan on creating an app presentins either the word or the definition. If it presents the definition, the I'd like to display 4 possible answers (so synonyms, antonyms, etc. would be nice). Thanks!",not_spam "Hi Everyone, I'm new to reddit, so apologies for any mistakes! I am doing a personal data project where I would like to collect the current gas prices for every county across every state in the US. So far, I have found [https://www.gasbuddy.com/gaspricemap](https://www.gasbuddy.com/gaspricemap) which gives it in a map format, but obviously it is extremely tedious to go through thousands of counties by clicking thoroughly on a map across every state. Any help would be greatly appreciated, as I am sure [gasbuddy.com](https://gasbuddy.com) sources their data from somewhere",not_spam "So recently I visited the website pay scale. On their college salary report and the highest pay jobs with a bachelor's degree. Its basically a list on how much each college major makes. That website reports that people who get a Business and Information Technology degree can expect to make around $60,000 dollars once they graduate. The website ranks the major 85 out of 827 different types of bachelor degrees people can get. For reference information technology ranks 223, management information systems ranks 95, and business administration ranks 409. They rank different majors based on how much people can expect to get paid from receiving them. 1. I was wondering if anyone can tell me if it is worth pursuing on getting a dual major in business and information technology based on what that website says or is the dual major to broad? 2. Would employers find it valuable if I got this dual major since I have skills in both IT and Business? 3. Career titles I want to go for are a web admin, IT manager, BI analyst, and search marketing strategist. Would this be a good double major if I want to break into these fields? Any suggestions would be great.",not_spam "Hello everyone, I have a survey on Qualtrics in which I exported an excel file. I have tried to import the excel file into SPSS version 27 and I am not able to run descriptive statistics properly. And the format on the excel file is different from the SPSS version. Am I suppose to create variables before I import the file into SpSS/ Or is there something else I am supposed to be doing. I tried to search this up on youtube but I keep across older versions of SPSS and Excel",not_spam "Quick question to everyone. How often do you face data consolidation issues where 1. Some of the data does not have all the columns needed. 2. Some of the data has more columns than necessary. 3. The data types of columns are not matching across datasets. 4. The columns are not always in the same order across datasets. 5. Some of the data contains rows that should be dropped because those rows are not relevant to the analysis. 6. Some of the data is spread across 2 or more files and needs to be denormalised 7. There are misspellings in the data due to human errors If this rings a bell: 1. How do you solve some of these issues? 2. How much time do you spend doing this sort of work in a month? 3. Which industry do you work in?",not_spam "I'm working on my Final Year Project. My Project will mainly focus on geolocating users based on their tweets. I already have a dataset but it contains tweet id's instead of text. I already tried using twint but it has bugs which prevent it from fetching the tweets. The only solution I have left is to use the Twitter API but 2 members from my group have tried for a developer account and got rejected with no reasons given. Can anyone help with a template or anything from people who already got accepted.",not_spam "I'm interested improving my wife's estimated term. Anyone know of a dataset with pregnancy duration, number of children, age of mother, other general demographics. She's in he 30s with twins so it should be shorter than normal (37 weeks on average) but I would like to forecast this for myself. ",not_spam "I've seen a few 2016 data sets around, but what I'm looking for is pretty simple format. Ideally 1 record per state per election with a column for each of vote counts of the candidates, and a bonus would be a column forelectoral college votes as well. So 50 rows per election, and as many elections back as possible. Thanks!",not_spam "Hey all, Im creating a model for unemployment rate, and im wondering what some good data would be to collect / some good variables to include in my model. Thanks!",not_spam "The dataset provides information on games that have been prohibited by various countries for a variety of reasons, resulting in governments making political decisions and establishing strict regulations against games that involve violence or violate religious or cultural feelings. This is a list of video games that have been prohibited or outlawed by various countries throughout the world. Governments that have outlawed video games have been condemned for increasing digital piracy, reducing commercial prospects, and infringing on peopleโ€™s rights. &#x200B; [Click here to visit the dataset](https://www.kaggle.com/sarveshtalele/list-and-cause-of-banned-games)",not_spam "I ran out of potential good data sets to use for my graduate level course to teach supervised and unsupervised learning. I am looking for a data set that is not wine quality, iris, or anything as those popular datasets. I already have used crime data from city open data portals and would like something realistic as the open data portal but that would show good or near good results for supervised and unsupervised learning models so my students can see what are considered good models so when they do their assignments or use the material for work they already realistically know if they created good or bad models. Any help would be appreciated and thank you in advance.",not_spam I'm new to stream processing and looking for some inspirational data sources I can connect to.,not_spam "I want to take my comment history and mess around with the data. Besides copying and pasting every comment, is there a way to grab the text?",not_spam "Hello all! I am a current MUP student and am looking for data related to the number of startups (or percentage of businesses that are small businesses) by year and metro. I am looking to find out if the percentage of businesses that are considered small businesses in Rochester, NY have increased since the 60's. I assume the number of startups by year in rochester would give me a similar idea but I can't find any of this info through the census or BLS or anything else... Anyone know where I could find this?",not_spam [https://makeml.app/datasets/mask](https://makeml.app/datasets/mask),not_spam "Hello everyone, I have been trying to find a good source that would give me the dataset showcasing book sales by genre over the years (different countries as a category would be a brownie point for my data visualization project) I would be really thankful if someone could provide me with any good and free source for the above",not_spam Or an API would be fine as well.,not_spam "Including store names, etc... Lots of info here, but not at address level: https://www2.census.gov/geo/docs/maps-data/data/gazetteer/2021_Gazetteer/ I've found this: https://openaddresses.io/, but there's lots of missing data... Another incomplete dataset: https://www.transportation.gov/gis/national-address-database",not_spam "Hello, I am looking for data on textile production during the Industrial Revolution. Alternatively, knowing the inputs for creating textiles throughout the Industrial Revolution (x amount of coal, x amount of cotton, x amount of labor), and how it changed across time, would let me impute the production. Thanks for any help you can give.",not_spam "Hi guys, looking to compose a text corpus of ad copy. If anyone has suggestions, that'd be great. If anyone knows where I can get one all neat and packaged, well that'd be a home run. otherwise my plan is to either scrape google or SEMrush but I wanted to try this sub first. Thanks!",not_spam "I've written a graphical CSV file viewer and editor for Windows 7/8/10 that lets you view and edit CSV data directly in line plots. I always needed such a tool myself in my job as an engineer working with sensor data files, but I had a hard time finding what I needed, so I ended up writing my own. Now I'm about to release version 1.0 to the public, but before I release it, I'd like to have it tested with as many different data files as possible. Is anyone in here interested in trying it out and providing some feedback? [https://www.waveworks.dk/flow/beta.html](https://www.waveworks.dk/flow/beta.html) It's most useful for numeric data files where each column is a variable and each row is a sample, but I've put a lot of effort into making sure that it can load any valid CSV file. It should also be able to load rather large files, but above 1 GB it might become painful, depending on computer specs. Any feedback - bugs, unexpected behavior, annoying user interface, feature requests and praise - will be greatly appreciated! You can post it here as a comment, use the built-in feedback form in the Help menu and/or write in the user forum.",not_spam "I'm looking for a list of time variables such as holidays and sporting events that could disrupt a regression. Any event that would cause a spike or dip in most datasets: Christmas, as an example. Any ideas?",not_spam "Im currently making one for a gpt-2 project, am I allowed to do this?",not_spam "I am looking for a dataset of GPS traces made of scooters, bikes or any other means, that is anonymized. I am only interested on tracks and ideally should follow roads and streets. It is just for testing technology and analysis, for example to do a snap to road segments and things like that. Ideally the dataset will contain millions (if not billions) of gps traces associated with tracks. I am exploring the gps traces from OSM already. Thanks!",not_spam "Hi everyone! So a bit about my background โ€“ I have a graduate degree in engineering but currently work in a radically different field. At one point I was intimately familiar with Stata, R, and Matlab as part of my math and statistics courses, but unfortunately I have long since forgotten how to use them! Iโ€™m now tasked with analyzing data in a way Iโ€™m finding difficult because I donโ€™t remember AT ALL how to use these programs. My point here, is that you can assume I know nothing about these programs, but I have the ability to learn (because I once did!). I have two questions, but Iโ€™ll first explain the situation. I have some three hundred lines, each broken into sets of coordinates. Each line has something like 180 x-values and associated y-values. Each of these is in a separate sheet on excel. Not every line has the same number of coordinates. I have provided an example of some of the coordinates on one sheet for reference (reference #1) Part 1 of my task is transferring each of the 300 lines from excel into one data complete set in Stata, R, or Matlab (your choice!). My first question is, how do I transfer this set of coordinates to Stata, R, or Matlab in a way that is conducive to being analyzed as I need in part 2? Iโ€™m not worried about efficiency as much as I am simplicity. If I have to perform the same action manually to each of the 300 sets to set up one master data set, I will do it. Would it be easier for me to copy and paste each line next to each other (as in reference #2)? Part 2 of my task is to analyze these data. I will be performing several statistical analyses, but Iโ€™d just like help with the code/steps for the first example, and I can try to learn from there. As one specific example, I am interested in comparing the mean y-value of each set of those y-values associated with x >= 22.9 to the mean y-value of those y-values below x = 22.9, and whether this difference is statistically significant (p < 0.5). To break this example down for clarity, (as I feel wording can be difficult here) consider a method in two steps. First would be creating two new data sets from these 300 lines, each set with 300 means. One data set includes an average y-value for those y-values associated with x < 22.9. The second data set is composed of the average y-values for every y-value associated with x >= 2.9 in each line. The second step would be running a t-test on those two new sets to see if they are statistically different. What specific steps would I use to find this answer based on your proposed method of how I set up my data set in part one? Thanks ahead of time! :) &#x200B; https://preview.redd.it/2v7bcc6rs7551.png?width=561&format=png&auto=webp&s=39bb7618c19e7e24f6c9f94b6d869ccf7c1a9907",not_spam I'm writing a research paper for one of my undergrad classes and I can't seem to find any that aren't behind paywalls. I'm willing to accept anything that's even remotely related.,not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. Here you can rant, go off-topic, or self promote even but please be civil. P.S: Suggestions for this subreddit are always welcome.",not_spam Looking for data set of different types of liquor brands if anyone knows a pretty comprehensive one,not_spam "Hey there. Has anyone come across a dataset of hotels with country, guest room count, brand, etc?",not_spam "Is there a data set available where I can find out the amount of times a player assisted/received pass from another player (ex. how many times Dwayne Wade assisted LeBron James). I've checked Basketball Reference and the NBA site, but haven't found anything.",not_spam Are they created by directly querying a database/warehouse/lake? Are they created through using Data APIs? Are they usually limited to a certain number of data points?,not_spam "Hey all, I am looking for a dataset or API that I can use to create a predictive algorithm for the attendance to a weekly event and to see if it is correlated to the Weather, so that using a weather forecast and some more information, Tensorflow can return an estimation of the number of people that may assist. Thanks!",not_spam "Is there a US zip code list that contains economic data (and maybe ethicity data too?) When I query wolfram alpha, ""US Zip Code 66106"" it returns demographic data, ethnic data, income, housing prices etc, Does anybody know if this dataset is available somewhere?",not_spam "Show off, complain, and generally have a chat about data here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. The first one was a flop so if you think this is a good/bad idea, please let us know. P.S: Suggestions for this subreddit are welcome.",not_spam "Hi, I am working on some algos and I would like to backtest them. is anyone willing to share a stock dataset for S&P and all its company for the last 20 years? Thanks a lot",not_spam "I'm trying to arrange a feature matrix of size (1425 x 15) where each column represents the natural frequency of each sensor and each row represents a single data file. However, I keep on getting the same values in each column and the next value is printed to the next row. How would I be able to rearrange the feature matrix? I tried to form a code which can be found below, but, I don't know what my mistake in the code. I formed different codes but the results were still the same. Please find below the codes formed: &#x200B; Code 1: # Matrix array: DataSizerow=0 DataSizecolumn=0 Data = np.zeros((1425,15)) # Forming a feature matrix from frequency, PSD and AutoCorrelation values: # Dataset.shape[1] represesnt the acceleration dataset column # List_Of_DataFrame_Feature = [] # List_Of_DataFrame_Label = [] Length_PSD_mean = len(x_axis_list_psd_filtered) print('Length of PSD values: ', Length_PSD_mean) if Length_PSD_mean > 1: for PSD_Mean in range(Length_PSD_mean): X_axis_values_psd_mean = mean(x_axis_list_psd_filtered) else: X_axis_values_psd_mean = x_axis_list_psd_filtered DataFrame_Feature = np.array(X_axis_values_psd_mean) DataFrame_Feature1 = np.array(x_axis_list_filtered) DataSizecolumn = DataSizecolumn + 1 print('Data Size column: ',DataSizecolumn) Data[DataSizecolumn - 1] = DataFrame_Feature if DataSizecolumn in range(1, dataset.shape[1]): DataSizerow = DataSizerow + 1 print('Data Size row: ', DataSizerow) Data[DataSizerow - 1] = DataFrame_Feature print('Sensor {0}'.format(k)) print('Data Frame: ', Data) &#x200B; Code 2: # Dataset.shape[0] represesnt the acceleration dataset row # Dataset.shape[1] represesnt the acceleration dataset column DataSizecolumn1 = 0 DataSizerow1 = 0 DataFrame1 = np.zeros((1426, 16)) for DataSizecolumn1 in range(1, dataset.shape[1]): print('Data Size column: ', DataSizecolumn1) for DataSizerow1 in range(1, dataset.shape[0]): print('Data Size row: ', DataSizerow1) DataFrame1[DataSizerow1][DataSizecolumn1] = DataFrame_Feature print('Sensor {0}'.format(k)) print('DataFrame: ', DataFrame1) &#x200B; Code 3: # Dataset.shape[0] represesnt the acceleration dataset row # Dataset.shape[1] represesnt the acceleration dataset column DataSizecolumn2 = 0 DataSizerow2 = 0 DataFrame2 = np.zeros((1426, 16)) for DataSizecolumn2 in range(1, dataset.shape[1]): print('Data Size column: ', DataSizecolumn2) DataFrame2[DataSizecolumn2] = DataFrame_Feature if DataSizecolumn2 == dataset.shape[1]: DataSizerow2 = DataSizerow2 + 1 print('Data Size row: ', DataSizerow2) DataFrame2[DataSizerow2] = DataFrame_Feature if DataSizerow2 == dataset.shape[0]: break print('Sensor {0}'.format(k)) print('DataFrame: ', DataFrame2) &#x200B; The expected result should be like the matrix below of single row: Sensor 1 | Sensor 2 | Sensor 3 | Sensor 4 | Sensor 5 | Sensor 6 | Data file 13 | 51.5 | 13 | 13 | 13 | 13 | Sensor 7 | Sensor 8 | Sensor 9 | Sensor 10 | Sensor 11 | Sensor 12 | Data file 8.5 | 14 | 20 | 18.6 | 9.5 | 39 | Sensor 13 | Sensor 14 | Sensor 15 | Data file 8.5 | 8.5 | 8.5 | &#x200B; But the actual result is below: Sensor 1 | Sensor 2 | Sensor 3 | Sensor 4 | Sensor 5 | Sensor 6 | Data file 13 | 13 | 13 | 13 | 13 | 13 | Sensor 7 | Sensor 8 | Sensor 9 | Sensor 10 | Sensor 11 | Sensor 12 | Data file 13 | 13 | 13 | 13 | 13 | 13 | Sensor 13 | Sensor 14 | Sensor 15 | Data file 13 | 13 | 13 | &#x200B; Please find the attached picture for the actual feature matrix. Please find below the whole code: import matplotlib.pyplot as plt import numpy as np from scipy.fftpack import fft from scipy.signal import welch import glob import sys from numpy import NaN, Inf, arange, isscalar, asarray, array from statistics import mean np.set_printoptions(threshold=sys.maxsize) def peakdet(v, delta, x=None): """""" Converted from MATLAB script at http://billauer.co.il/peakdet.html Returns two arrays function [maxtab, mintab]=peakdet(v, delta, x) %PEAKDET Detect peaks in a vector % [MAXTAB, MINTAB] = PEAKDET(V, DELTA) finds the local % maxima and minima (""peaks"") in the vector V. % MAXTAB and MINTAB consists of two columns. Column 1 % contains indices in V, and column 2 the found values. % % With [MAXTAB, MINTAB] = PEAKDET(V, DELTA, X) the indices % in MAXTAB and MINTAB are replaced with the corresponding % X-values. % % A point is considered a maximum peak if it has the maximal % value, and was preceded (to the left) by a value lower by % DELTA. % Eli Billauer, 3.4.05 (Explicitly not copyrighted). % This function is released to the public domain; Any use is allowed. """""" maxtab = [] mintab = [] if x is None: x = arange(len(v)) v = asarray(v) if len(v) != len(x): sys.exit('Input vectors v and x must have same length') if not isscalar(delta): sys.exit('Input argument delta must be a scalar') if delta <= 0: sys.exit('Input argument delta must be positive') mn, mx = Inf, -Inf mnpos, mxpos = NaN, NaN lookformax = True for i in arange(len(v)): this = v[i] if this > mx: mx = this mxpos = x[i] if this < mn: mn = this mnpos = x[i] if lookformax: if this < mx - delta: maxtab.append((mxpos, mx)) mn = this mnpos = x[i] lookformax = False else: if this > mn + delta: mintab.append((mnpos, mn)) mx = this mxpos = x[i] lookformax = True return array(maxtab), array(mintab) # Definition to get values needed for the FFT plot: def get_fft_values(y_values, T, N, f_s): f_values = np.linspace(0.0, 1.0/(2.0*T), N//2) fft_values_ = fft(y_values) fft_values = 2.0/N * np.abs(fft_values_[0:N//2]) return f_values, fft_values # Definition to find the values of axis: def findyaxis(y_axis_input, x, y): x = np.array(x) order = y.argsort() y = y[order] x = x[order] input = np.array(y_axis_input) return x[y.searchsorted(input, 'left')] def merge(list1, list2): merged_list = [(list1[i], list2[i]) for i in range(0, len(list1))] return merged_list def autocorr(x): result = np.correlate(x, x, mode='full') return result[len(result) // 2:] def get_autocorr_values(y_values, T, N, f_s): autocorr_values = autocorr(y_values) x_values = np.array([T * jj for jj in range(0, N)]) return x_values, autocorr_values def signaltonoise(a, axis=0, ddof=0): """""" The signal - to - noise ratio of the input data. Returns the signal - to - noise ratio of `a`, here defined as the mean divided by the standard deviation. Parameters ---------- a: array_like An array_like object containing the sample data. axis: int or None, optional. If axis is equal to None, the array is first ravel 'd. If axis is an integer, this is the axis over which to operate.Default is 0. ddof: int, optional. Degrees of freedom correction for standard deviation.Default is 0. Returns ------- s2n: ndarray. The mean to standard deviation ratio(s) along `axis`, or 0 where the standard deviation is 0. """""" a = np.asanyarray(a) m = a.mean(axis) sd = a.std(axis=axis, ddof=ddof) return np.where(sd == 0, 0, m/sd) def get_psd_values(y_values, T, N, f_s): f_values, psd_values = welch(y_values, fs=f_s) return f_values, psd_values def smooth(y, box_pts): box = np.ones(box_pts)/box_pts y_smooth = np.convolve(y, box, mode='same') return y_smooth # Assign folder to `folder`: DataPathList = sorted(glob.glob('DataPath*.txt'), key = lambda z: (len(z))) # DataSizerow = 0 # DataSizecolumn = 0 MaxDataSizerow = 1425 MaxDataSizecolumn = 15 Data = np.zeros((1426,15)) for fp in DataPathList: # Load spreadsheet: print('Opened file number: {}'.format(fp)) dataset = np.loadtxt(fname=fp) print('The size matrix of Sensors Undamaged Scenario:', dataset.shape) print('The column size matrix of Sensors Undamaged Scenario:',dataset.shape[1]) for k in range(1, dataset.shape[1]): # Create some time data to use for the plot: dt = 1 # Getting the time period and frequency: t_n = 2 N = 2192 T_s = 0.00390625 f_s = 256 # Obtaining data in order to plot the graph: y = dataset[:,k] x = np.arange(0, len(y), dt) x1 = np.linspace(0, t_n, N) SNR = signaltonoise(y) print('Signal-to-Noise Ratio (SNR): ', SNR, 'dB') SR = 1/t_n SR1 = 1/T_s Nf = (SR)/2 Nf1 = (SR1)/2 # Plotting the acceleration-time graph: # plt.plot(x1, y) # plt.xlabel('Time (s)') # plt.ylabel('Acceleration (ms^-2)') # plt.title('Plot of Sensor {0}'.format(k)) # # plt.show() # plt.show(block = False) # print('Plot of Sensor {0}'.format(k)) # plt.pause(5) # Pauses the program for 10 seconds # plt.close('all') ## Fast Fourier Transform (FFT) # Obtaining the Sampling frequency and time period: print('Period:', T_s, 's') print('Sampling Frequency: ', f_s, 'Hz') f_values, fft_values = get_fft_values(y, T_s, N, f_s) # Setting plot limits: ax = plt.gca() ax.set_ylim([min(fft_values), max(fft_values)]) ax.set_xlim([min(f_values), max(f_values)]) amp_index = np.array(fft_values) amp_index_max = max(amp_index) amp_index_min = min(amp_index) delta = (amp_index_max + amp_index_min)/2 # Obtaining the amplitude values: maxtab, mintab = np.array(peakdet(amp_index, delta)) amplitudes3 = maxtab y_axis_list = [] for e in range(len(amplitudes3)): amplitude3 = amplitudes3[e] amplitude3final = amplitudes3[e][1] y_values = amplitude3final y_axis_list.append(y_values) x_axis = np.abs(f_values) x_axis_list = [] for o in range(len(y_axis_list)): x_axis_values = findyaxis(y_axis_list[o], x_axis, fft_values) x_axis_list.append(x_axis_values) peaks = merge(x_axis_list, y_axis_list) print('Number of Peaks Coordinates: ', len(peaks)) print('Peaks Coordinates: ', peaks) # Plotting the amplitude-frequency graph: # plt.plot(f_values, fft_values, linestyle='-', color='blue') # plt.scatter(x_axis_list, y_axis_list, marker='*', color='red', label='Peaks: {0}'.format(len(peaks))) # plt.xlabel('Frequency [Hz]', fontsize=16) # plt.ylabel('Amplitude', fontsize=16) # plt.title(""Frequency domain of the signal {0}"".format(k), fontsize=16) # plt.legend() # # plt.show() # plt.show(block = False) # print('Frequency domain with peaks of the signal {0}'.format(k)) # plt.pause(5) # Pauses the program for 10 seconds # plt.close('all') # Obtaining the PSD values: f_values, psd_values = get_psd_values(y, T_s, N, f_s) amp_psd_index = np.array(psd_values) amp_psd_index_max = max(amp_psd_index) amp_psd_index_min = min(amp_psd_index) psd_delta = (amp_psd_index_max + amp_psd_index_min) / 2 maxtab, mintab = np.array(peakdet(amp_psd_index, psd_delta)) amplitudes_psd = maxtab y_axis_list_psd = [] for e in range(len(amplitudes_psd)): amplitude_psd = amplitudes_psd[e] amplitude_psd_final = amplitudes_psd[e][1] y_values_psd = amplitude_psd_final y_axis_list_psd.append(y_values_psd) x_axis_psd = np.abs(f_values) x_axis_list_psd = [] for o in range(len(y_axis_list_psd)): x_axis_values_psd = findyaxis(y_axis_list_psd[o], x_axis_psd, psd_values) x_axis_list_psd.append(x_axis_values_psd) psd_peaks = merge(x_axis_list_psd, y_axis_list_psd) print('Number of PSD Peaks Coordinates: ', len(psd_peaks)) print('PSD Peaks Coordinates: ', psd_peaks) # Plotting PSD-Frequency graph: # plt.plot(f_values, psd_values, linestyle='-', color='blue') # plt.scatter(x_axis_list_psd, y_axis_list_psd, marker='*', color='red', label='Peaks: {0}'.format(len(psd_peaks))) # plt.xlabel('Frequency [Hz]') # plt.ylabel('PSD [V**2 / Hz]') # plt.title(""PSD of the signal {0}"".format(k), fontsize=16) # plt.legend() # # plt.show() # plt.show(block = False) # print('PSD with peaks of the signal {0}'.format(k)) # plt.pause(5) # Pauses the program for 10 seconds # plt.close('all') # Obtaining AutoCorrelation values: t_values, autocorr_values = get_autocorr_values(y, T_s, N, f_s) amp_auto_corr_index = np.array(autocorr_values) amp_auto_corr_index_max = max(amp_auto_corr_index) amp_auto_corr_index_min = min(amp_auto_corr_index) auto_corr_delta = (amp_auto_corr_index_max + amp_auto_corr_index_min) / 2 maxtab, mintab = np.array(peakdet(amp_auto_corr_index, auto_corr_delta)) amplitudes_auto_corr = maxtab y_axis_list_auto_corr = [] for e in range(len(amplitudes_auto_corr)): amplitude_auto_corr = amplitudes_auto_corr[e] amplitude_auto_corr_final = amplitudes_auto_corr[e][1] y_values_auto_corr = amplitude_auto_corr_final y_axis_list_auto_corr.append(y_values_auto_corr) x_axis_auto_corr = np.abs(t_values) x_axis_list_auto_corr = [] for o in range(len(y_axis_list_auto_corr)): x_axis_values_auto_corr = findyaxis(y_axis_list_auto_corr[o], x_axis_auto_corr, autocorr_values) x_axis_list_auto_corr.append(x_axis_values_auto_corr) auto_corr_peaks = merge(x_axis_list_auto_corr, y_axis_list_auto_corr) print('Number of AutoCorrelation Peaks Coordinates: ', len(auto_corr_peaks)) print('AutoCorrelation Peaks Coordinates: ', auto_corr_peaks) # Plotting Autocorrelation-Time delay graph # plt.plot(t_values, autocorr_values, linestyle='-', color='blue') # plt.scatter(x_axis_list_auto_corr, y_axis_list_auto_corr, marker='*', color='red', label='Peaks: {0}'.format(len(auto_corr_peaks))) # plt.xlabel('time delay [s]') # plt.ylabel('Autocorrelation amplitude') # plt.title(""AutoCorrelation of the signal {0}"".format(k), fontsize=16) # plt.legend() # # plt.show() # plt.show(block = False) # print('AutoCorrelation with peaks of the signal {0}'.format(k)) # plt.pause(5) # Pauses the program for 10 seconds # plt.close('all') print('Completed file {}'.format(fp), ', Now going into filtering the signal') ######################################################################################################################## ############################################## Filtered Section ######################################################## ######################################################################################################################## # Plotting the smoothed filtered signal acceleration-time graph: y_filter = smooth(y, 10) # plt.plot(x1, y_filter) # plt.xlabel('Time (s)') # plt.ylabel('Acceleration (ms^-2)') # plt.title('Plot of Smoothed Sensor {0}'.format(k)) # # plt.show() # plt.show(block = False) # print('Plot of Smoothed Sensor {0}'.format(k)) # plt.pause(5) # Pauses the program for 10 seconds # plt.close('all') ## Filtered Fast Fourier Transform (FFT) # Obtaining the Sampling frequency and time period: print('Period:', T_s, 's') print('Sampling Frequency: ', f_s, 'Hz') f_values_filtered, fft_values_filtered = get_fft_values(y_filter, T_s, N, f_s) # Setting plot limits: ax = plt.gca() ax.set_ylim([min(fft_values_filtered), max(fft_values_filtered)]) ax.set_xlim([min(f_values_filtered), max(f_values_filtered)]) amp_index_filtered = np.array(fft_values_filtered) amp_index_filtered_max = max(amp_index_filtered) amp_index_filtered_min = min(amp_index_filtered) amp_index_filtered_delta = (amp_index_filtered_max + abs(amp_index_filtered_min)) / 2 # Obtaining the amplitude values: maxtab, mintab = np.array(peakdet(amp_index_filtered, amp_index_filtered_delta)) amplitudes3 = maxtab y_axis_list_filtered = [] for e in range(len(amplitudes3)): amplitude3 = amplitudes3[e] amplitude3final = amplitudes3[e][1] y_values_filtered = amplitude3final y_axis_list_filtered.append(y_values_filtered) x_axis_filtered = np.abs(f_values_filtered) x_axis_list_filtered = [] for o in range(len(y_axis_list_filtered)): x_axis_values_filtered = findyaxis(y_axis_list_filtered[o], x_axis_filtered, fft_values_filtered) x_axis_list_filtered.append(x_axis_values_filtered) peaks_filtered = merge(x_axis_list_filtered, y_axis_list_filtered) print('Number of Filtered Peaks Coordinates: ', len(peaks_filtered)) print('Filtered Peaks Coordinates: ', peaks_filtered) # Plotting the amplitude-frequency graph: # plt.plot(f_values_filtered, fft_values_filtered, linestyle='-', color='blue') # plt.scatter(x_axis_list_filtered, y_axis_list_filtered, marker='*', color='red', label='Peaks: {0}'.format(len(peaks_filtered))) # plt.xlabel('Frequency [Hz]', fontsize=16) # plt.ylabel('Amplitude', fontsize=16) # plt.title(""Filtered Frequency domain of the signal {0}"".format(k), fontsize=16) # plt.legend() # # plt.show() # plt.show(block = False) # print('Filtered Frequency domain with peaks of the signal {0}'.format(k)) # plt.pause(5) # Pauses the program for 10 seconds # plt.close('all') # Obtaining PSD Filtered values: f_values_filtered, psd_values_filtered = get_psd_values(y_filter, T_s, N, f_s) amp_psd_index_filtered = np.array(psd_values_filtered) amp_psd_index_filtered_max = max(amp_psd_index_filtered) amp_psd_index_filtered_min = min(amp_psd_index_filtered) amp_psd_index_filtered_delta = (amp_psd_index_filtered_max + abs(amp_psd_index_filtered_min)) / 2 maxtab, mintab = np.array(peakdet(amp_psd_index_filtered, amp_psd_index_filtered_delta)) amplitudes_psd_filtered = maxtab y_axis_list_psd_filtered = [] for e in range(len(amplitudes_psd_filtered)): amplitude_psd_filtered = amplitudes_psd_filtered[e] amplitude_psd_final_filtered = amplitudes_psd_filtered[e][1] y_values_psd_filtered = amplitude_psd_final_filtered y_axis_list_psd_filtered.append(y_values_psd_filtered) x_axis_psd_filtered = np.abs(f_values_filtered) x_axis_list_psd_filtered = [] for o in range(len(y_axis_list_psd_filtered)): x_axis_values_psd_filtered = findyaxis(y_axis_list_psd_filtered[o], x_axis_psd_filtered, psd_values_filtered) x_axis_list_psd_filtered.append(x_axis_values_psd_filtered) psd_peaks_filtered = merge(x_axis_list_psd_filtered, y_axis_list_psd_filtered) print('Number of Filtered PSD Peaks Coordinates: ', len(psd_peaks_filtered)) print('Filtered PSD Peaks Coordinates: ', psd_peaks_filtered) print('X-Axis Filtered PSD Amplitudes: ', amplitudes_psd_filtered[:, [0]]) length_amplitudes_psd_filtered = len(amplitudes_psd_filtered[:, [0]]) print('Amplitudes PSD filtered length: ', length_amplitudes_psd_filtered) if length_amplitudes_psd_filtered > 1: # for PSD_Mean in range(length_amplitudes_psd_filtered): X_axis_values_psd_mean = mean(x_axis_list_psd_filtered) print('Mean Amplitudes PSD filtered: ', X_axis_values_psd_mean) else: X_axis_values_psd_mean = x_axis_list_psd_filtered # Plotting PSD-Frequency filtered graph: # plt.plot(f_values_filtered, psd_values_filtered, linestyle='-', color='blue') # plt.scatter(x_axis_list_psd_filtered, y_axis_list_psd_filtered, marker='*', color='red', label='Peaks: {0}'.format(len(psd_peaks_filtered))) # plt.xlabel('Frequency [Hz]') # plt.ylabel('PSD [V**2 / Hz]') # plt.title(""Filtered PSD of the signal {0}"".format(k), fontsize=16) # plt.legend() # # plt.show() # plt.show(block = False) # print('Filtered PSD with peaks of the signal {0}'.format(k)) # plt.pause(5) # Pauses the program for 10 seconds # plt.close('all') # Obtaining Filtered AutoCorrelation values: t_values_filtered, autocorr_values_filtered = get_autocorr_values(y_filter, T_s, N, f_s) amp_auto_corr_index_filtered = np.array(autocorr_values_filtered) amp_auto_corr_index_filtered_max = max(amp_auto_corr_index_filtered) amp_auto_corr_index_filtered_min = min(amp_auto_corr_index_filtered) amp_auto_corr_index_filtered_delta = (amp_auto_corr_index_filtered_max + abs(amp_auto_corr_index_filtered_min)) / 2 maxtab, mintab = np.array(peakdet(amp_auto_corr_index_filtered, amp_auto_corr_index_filtered_delta)) amplitudes_auto_corr_filtered = maxtab y_axis_list_auto_corr_filtered = [] for e in range(len(amplitudes_auto_corr_filtered)): amplitude_auto_corr_filtered = amplitudes_auto_corr_filtered[e] amplitude_auto_corr_final_filtered = amplitudes_auto_corr_filtered[e][1] y_values_auto_corr_filtered = amplitude_auto_corr_final_filtered y_axis_list_auto_corr_filtered.append(y_values_auto_corr_filtered) x_axis_auto_corr_filtered = np.abs(t_values_filtered) x_axis_list_auto_corr_filtered = [] for o in range(len(y_axis_list_auto_corr_filtered)): x_axis_values_auto_corr_filtered = findyaxis(y_axis_list_auto_corr_filtered[o], x_axis_auto_corr_filtered, autocorr_values_filtered) x_axis_list_auto_corr_filtered.append(x_axis_values_auto_corr_filtered) auto_corr_peaks_filtered = merge(x_axis_list_auto_corr_filtered, y_axis_list_auto_corr_filtered) print('Number of Filtered AutoCorrelation Peaks Coordinates: ', len(auto_corr_peaks_filtered)) print('Filtered AutoCorrelation Peaks Coordinates: ', auto_corr_peaks_filtered) # Plotting AutoCorrelation-Time delay filtered graph: # plt.plot(t_values_filtered, autocorr_values_filtered, linestyle='-', color='blue') # plt.scatter(x_axis_list_auto_corr_filtered, y_axis_list_auto_corr_filtered, marker='*', color='red', label='Peaks: {0}'.format(len(auto_corr_peaks_filtered))) # plt.xlabel('time delay [s]') # plt.ylabel('Autocorrelation amplitude') # plt.title(""Filtered AutoCorrelation of the signal {0}"".format(k), fontsize=16) # plt.legend() # # plt.show() # plt.show(block = False) # print('Filtered AutoCorrelation with peaks of the signal {0}'.format(k)) # plt.pause(5) # Pauses the program for 10 seconds # plt.close('all') ######################################################################################################################## ############################################## Feature Matrix ########################################################## ######################################################################################################################## # Forming a feature matrix from frequency, PSD and AutoCorrelation values: for DataSizeRow in range(MaxDataSizerow): for DataSizeColumn in range(MaxDataSizecolumn): DataFrame_Feature = np.array(X_axis_values_psd_mean) Data[DataSizeColumn - 1] = DataFrame_Feature Data[DataSizeColumn + 1] break print('Data Frame: ', Data) # np.savetxt('DataFrameTestfinal1.txt', Data, delimiter = ' , ') # # np.savetxt('DataFrame3.txt', DataFrame, delimiter=' , ') # np.savetxt('DataFrameTestfinal2.txt', DataFrame1, delimiter=' , ') # np.savetxt('DataFrameTestfinal3.txt', DataFrame2, delimiter=' , ') print('Completed both original and filtered signals of file {}'.format(fp)) &#x200B; The dataset is from the website link. Link: [http://users.metropolia.fi/\~kullj/JrkwXyZGkhF/wooden\_bridge\_time\_histories/](http://users.metropolia.fi/~kullj/JrkwXyZGkhF/wooden_bridge_time_histories/) &#x200B; Thank you for your help.",not_spam "I'm trying to build an animal classifier and then stack a species classifier based on the animal it predicts. Ideally I'd be able to get 50+ images per species and 1000+ images for the class in question. Any help would be greatly appreciated, thanks!",not_spam I am working on research project and I need data of crimes in major cities of USA. I have tried browsing NIBRS website but I wasn't able to find any dataset. Does anybody know how can I get this data.,not_spam "I am looking for a website that provides parseable Cricket commentary data. The fields I am looking for are: * Bowler * Batsman * Run/No Run * Short Type(Drive, Pull, Hook etc) * Placement (On, Silly Mid-ob etc) * Delivery(Yorker, Bouncer etc). For instance, CT Final Between IND v PAK, commentary of delivery is: >Fakhar Zaman to Pandya, 1 run, dollied up full and straight, Pandya leans on a punch down the ground to long-on (Ref: CricInfo). So fields here are: * Bowler: Pandya * Batsman:- Fakhar Zaman * Run/No Run:- 1 * Short Type(Drive, Pull, Hook etc): n/A * Placement (On, Silly Midon etc):- Long-ON * Delivery(Yorker, Bouncer etc). Full Toss. (Source: [CT 2018 Final](https://www.espncricinfo.com/series/8037/commentary/1022375/india-vs-pakistan-final-icc-champions-trophy-2017)) Basically I am interested to know what shot played by a batsman when a bowler delivered a certain ball and how many runs were made. Thanks",not_spam "\[request included\] Now that HiQ has won the lawsuit against LinkedIn making it legal to scrape data, what is the best way to create a dataset to track career history & movement within a sector? If you have done a project like this in the past, send me a message! What are some difficulties involved in getting this information off LinkedIn?",not_spam "I've seen infographics but no data sets. Where to look? ",not_spam "We require this for college project. I found NY Times and Huffington Post provide API. But we need articles from more business oriented newspapers like WSJ and CNN Money. Do I have to just scrap their websites and extract articles? ",not_spam "Hello everyone! I have an application which requires a listing of intelligence agencies. It doesn't need any sort of structure or format--I could work with just about any data source. Does anyone know of such a thing? Thanks!",not_spam "A quick Google search of โ€œparty breakdown of covid deathsโ€ suggests more Republicans died of COVID, but the question depends on congressional district, and more. Any data sets to help answer this?",not_spam "hello everyone, Can someone help me, I am looking for a squid game data set, it is for project school ! Have a nice day !!!",not_spam "This dataset is a list of cooking-related Youtube video ids, along with time stamps marking the (estimated) start and end of various events. Sample: 6tP77eT1XYs,613099,621099,cook,tender The thing is... the numbers (e.g ""613099,621099"") are not seconds nor frames. So... what are they? (all suggestions are welcome) \_\_\_\_\_\_\_ More samples: 3grlByXMJKc,234849,242849,fry,skin oWNjomennP4,324529,332529,cool, qChasB9Remw,493720,501720,boil, LrWSyZg1a10,260080,268080,add,mushrooms CxgIGFZ6Ze0,300220,308220,put,junior member ginger root",not_spam "Where can I find data about quantified cities (like: car accidents, traffic, pollution .. ). Census is a good place to find data about demographic info. ",not_spam "Sorry if this is redundant but I searched a bit and didn't find anything. \[edit\] lol googling ""scrape animal scientific classification data"" gives some interesting results.",not_spam "I apologize if this the wrong place. I am wondering if someone could point me in the right direction. Iโ€™m looking for a few things for US data. -Total deaths for the past few years. Preferably broken up weekly and by state. I found some data at data.cdc.gov, but I canโ€™t find CSV format. -I would also like to find percentages of people who received the COVID vaccine. Preferably broken up by week and by state.",not_spam "Here is the data set http://www.infochimps.com/datasets/personal-consumption-expenditures-in-current-and-real-2000-dolla",not_spam "Hi r/datasets, CEO of [DoltHub](https://www.dolthub.com) here. We ran a data bounty for the last 6 weeks to collect US hospital prices. We ended up getting 1400 hospitals and 72.7M prices all in the same SQL schema. It's an awesome database to play with. Enjoy. Blog article for you review: https://www.dolthub.com/blog/2021-03-03-hpt-bounty-review/ Actual database: https://www.dolthub.com/repositories/dolthub/hospital-price-transparency",not_spam Hello! I want to make a diagram on how much the world spends for what. I read that we spend as much money each year on tobacco or soft drinks as we need each year to close the biodiversity funding gap. Does anyone have a dataset that uses similar examples? Thank you very much!,not_spam "Hi, do you know one or more good datasets of food ingredients and kitchen items?",not_spam "Hi Reddit, I am looking for **demographic data on different countries in Europe**. I am now mainly focusing in **income by postal code**. I am not really finding anything on most *National Statistical Insitutes*, either these do not provide the data, (not so granular or not available at all). I also saw some visualizations on [OCDE](https://data.oecd.org) for all countries, but no data provided (or not found). I have nevertheless found some companies that provide this data like INFAS360 in Germany (obviously not for free). **So my questions are:** \- Where can I get data for income by postal code in European countries, if available through free sources? \- Which are the best companies to address as an alternative to free sources? (One company for all Europe better than separate companies for each data set...)",not_spam "[Total data by countries](https://docs.google.com/spreadsheets/d/1d9t7xg-lUPEUArTsc_wMOGl1XfzpXmeWcALx7v58KcU/edit?usp=sharing) [Detailed data by countries](https://docs.google.com/spreadsheets/d/1fuV8AKwSjIh9Pswb_XTC0UFaoFPMBbz9YHAZ8TScAQc/edit?usp=sharing) [Detailed data for the US](https://docs.google.com/spreadsheets/d/1pxuTu10uO7MsBaKA554XSuCpnF--FTqwdnl_sUHfWro/edit?usp=sharing) All data scraped from [Google's COVID-19 Community Mobility Reports](https://www.google.com/covid19/mobility/) [GitHub](https://github.com/ActiveConclusion/COVID19_mobility) with Python script and reports in different formats UPDATE: Data updated 10.04.2020",not_spam "Hi, I'm looking for a dataset with traffic volume per cell. The dataset should cover many years, to be able to exploit the periodicity, mobility and seasonality of the users behaviour. Thanks.",not_spam Hey I am looking for an interesting dataset for anime and recommendations.,not_spam "Hello!, I'm new to data analysis so I need some practice to learn data analysis by using some real world examples. I'm tired of searching of data So please anyone help me to find the real-world data for data analysis Thanking you in advance : )",not_spam "hi, would anyone know where to find a dataset for us service and manufacturing trade? i would like to do an analysis on the rise in growth of trade in services over the last 20-30 years so anything in that time frame would be great! thank you",not_spam "Hello , Me and my friends are writting a paper about detection of face and masks using machine learning, I would like to compare our dataset with others in our paper , but I cant find, I found only face datasets , does anyone know a famous face and mask dataset?",not_spam "I am building an app to help people react to incidents with a step by step guide. I need a dataset to include in it so people can compare their plan with existing ones and adjust. I appreciate all the help i can get.",not_spam "I want to work with this dataset using google colab, but all files in zip is in DLL format. [https://www.himalayandatabase.com/downloads.html](https://www.himalayandatabase.com/downloads.html)",not_spam "I'm working at a sociology project, but I need more data to finish it. I didn't find datasets about these themes. Does anyone know where can i find datasets with the same topics or similar?",not_spam "Hi, I've spent some time looking for a data sets for housing that include things like price, zipcode, number of bedrooms, bathrooms, square footage ect for specific cities. The data needs to be for a specific city and it could be for any of the USA cities in this list [http://insideairbnb.com/get-the-data.html](http://insideairbnb.com/get-the-data.html) even if someone could point me in the right direction that would be super helpful. Really appreciate the help!",not_spam "Hi all! I would like to de-trend my google search index values for a specific keyword with search volume. Do you know how it can be obtained? Thanks.",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome.",not_spam The DUNS number part is a deal breaker :/ Thanks guys! ,not_spam "Does anyone know a dataset about IoT security? It could be similar to this [KDD '99 cup dataset](https://kdd.ics.uci.edu/databases/kddcup99/task.html) about Intrusion Detection Learning or not. But it should be about IoT. I already googled with no luck. Thank you!",not_spam "I am designing for my math class a Performance Task for the Trigonometry unit. I want to give them authentic data of Damped Harmonic Motion (ideally, one of spring, pendulum, swing), and have them come up with functions (exponential combined with trigonometric) to fit the data. I have spent hours searching around on the Internet but could not find such a dataset. Could someone help? Thanks.",not_spam "Hi! I'm new-ish to actually posting on Reddit so apologies if I'm going about this wrong. &#x200B; I'm looking to do some data analysis/visualization for fun using music-related data. Some ideas are looking at the Top 50 on my birthday ( I was born in 1998 ), trends in Christmas music over the years, top tracks of the Summer compared over several years, comparing popular genres over the years, etc. Basically just want to know if anyone can guide me towards such data sets or any sources that may be related. Since data has evolved so much over my lifetime I'm assuming anything from around my birthday won't come with too much but I can probably do something fun with it using Spotify's API. Thanks for the help!",not_spam Looking for employee survey or student survey dataset with response for open ended questions. Any alternatives if this is difficult to get? Thanks,not_spam "For a project in a masters class, so interesting data sets would be really helpful. Thanks! ",not_spam "i love using flickmetrix and i want to archive a movie of all time list for my personal use but i also want to play with the ratings calculation a bit more, like i want to give the imdb rating a much higher weight compared to the other ones and i want to somehow combine the number of votes and avg rating to produce an ultimate list, because i personally think movies that have less votes have a bias of being higher rated so i want to take that into account. edit: if all i would get is links to the relevant resources to acquire what i need i would be more than happy to do the work myself, thank you.",not_spam Hello! I am looking for something similar to the [US Census Fact Finder](https://factfinder.census.gov/faces/nav/jsf/pages/searchresults.xhtml?refresh=t) but for Mexico. I am trying to get the number of businesses in certain segments by state. I unfortunately don't speak Spanish and Google Translate is failing me!,not_spam "Hi everyone! I am working on a system that is able to notify users through multiple channels (push notifications via a mobile application, e-mail, sms, instant messaging, etc). I would like to get some insights as to what medium is most favored by customers when sending them a notification. However, insights on channel usage per customer would also be appreciated. Does anyone know if there are any public datasets related to these topics? Any help will be much appreciated, thank you!",not_spam "Are you interested in NLP and/or Quantum Physics ? I have published these 2 datasets : \- [quantum physics articles on arxiv 1994 to 2009](https://www.kaggle.com/louise2001/quantum-physics-articles-on-arxiv-1994-to-2009) \- [quantum physics articles on arxiv 2010 to 2020](https://www.kaggle.com/louise2001/quantum-physics-articles-on-arxiv-2010-to-2020) Containing references, titles, and abstracts of all articles in the Quantum Physics category on Arxiv. Coming soon, a notebook I am working on about analyzing the trend topics year by year, identifying a new discovery by appearance of n-grams or words unseen before that become predominant in following articles, learning to give title to a text, language modeling about writing your own article... Who knows, maybe the next big discovery !!",not_spam "I have started a dataset for anime subtitles on [https://www.kaggle.com/jef1056/anime-subtitles](https://www.kaggle.com/jef1056/anime-subtitles) A parser that splits the data into newlines and gives a "">"" to the start to each line is included, should community members want to add more data (please contact me if you find more data and want to help!!!!!) There are 2 input (.txt files), one cleaned of repeating lines (which are apparently common in subtitles) and the other being the raw extracted data. The ending data is 1,203,330 lines and is about 40mb.",not_spam "I'm running late on a project deadline and the application for my twitter developer account has been under review for 2 days now. It would be of tremendous help if someone can provide me with the consumer key, consumer secret, access token, access token secret of their twitter dev account. I just need to pull data for sentiment analysis on mental health impact due to Covid-19. Have a deadline on 30th so won't be using the credentials after that. Please help a brother out!",not_spam "I am trying to download the YCB Video dataset from the [PoseCNN project page](https://rse-lab.cs.washington.edu/projects/posecnn/), but get the ""Too many users have viewed or downloaded this file recently."" message because the dataset is hosted on a Google drive. Is there anywhere else I can download it from?",not_spam "Hi, I am looking to create a travel destination recommendation website, looking for cheap flights going to cities with good wether. Where can i get a flight price API that has unlimited number of requets? I was using Skyscanner API through RapidAPI, however, there is a 50 requests per minute limit. Where can i get an ulimited flight API? thanks!",not_spam i want to start a project about musical statistics.. any help would be appropriated ,not_spam "I want to test out my algorithms and I can't find any dataset to work with. here's a wiki page if you don't know what's a minimum cost network flow problem : [https://en.wikipedia.org/wiki/Minimum-cost\_flow\_problem#:\~:text=The%20minimum%2Dcost%20flow%20problem,flow%20through%20a%20flow%20network](https://en.wikipedia.org/wiki/Minimum-cost_flow_problem#:~:text=The%20minimum%2Dcost%20flow%20problem,flow%20through%20a%20flow%20network). I'm sorry if this post doesn't fit the requirement of the subreddit.",not_spam "Hello, so I'm currently doing my college thesis on a classifier for homophobic tweets. I'm trying to find a dataset for only homophobic tweets but so far I have only found hate-speach that contained homophobic as one of them. Any dataset that is classified as hate-speach but has a field with Homophobic under some type of ""Type"" of column is also welcome. As for language it would need to be either English or Portuguese",not_spam "Dear all, looking for a call-center call data set that contains 24x7 x 365 days worth of call data. Data points I need are: call time, call duration. Can someone point me to a free data set. TIA &#x200B;",not_spam I'm looking for some data with good & poor audio quality of the same event/voice with different microphones (artificial noise isn't good).,not_spam "This is for an academic text mining project. We'd like to analyze obituaries by gender, age, location, cause of death, etc. If there were a few fields of demographic information in addition to the full text of the obituary that would be great. Thanks!",not_spam "Maybe a dataset from somewhere like Coursera, edx, udemy. If I do not find this I plan to using [this](https://www.kaggle.com/imuhammad/course-reviews-on-coursera?select=Coursera_reviews.csv) data set of coursera reviews to first determine sentiment of each review, group courses by topic and then rank topics by frequency. Any suggestions are welcome. Thanks",not_spam "I am looking for a dataset of construction site images/video. Specifically images of construction workers performing some tasks. If you have anything relevant, please suggest. Thanks!",not_spam "# Interested in indoor localization? **Dataset available containing high resolution ground truth location labels.** **Features:** Received Signal Strength Indicator (RSSI) (dB), accelerometer (x,y,z) (g). **Labels:** Actual participant location (x,y,z) (m) **Time:** UTC format. **Subject:** Human, four total, one per home. The data are intended to evaluate RSSI based indoor localization methods with activity measurements provided from a user-worn wearable device. Location labels are recorded automatically using a small camera which registers fiducial floor tags, placed at a meter apart, as the participant carries out their normal routines in a natural way. There are some scripted fingerprint experiments (as a standard RSSI training schemes) in each collection but the majority of the data is unscripted. Approximately **14โ€‰hours** of annotated wearable measurements are provided. A user wears a wearable device on their wrist, which records accelerometer data at 25Hz. This data is transmitted, at 5Hz, towards a number of Bluetooth Low Energy access points (8-11) within the home. The access points mark the packets with a Received Signal Strength Indicator (RSSI) measurement and the accelerometer measurements are timestamped. &#x200B; There are some python scripts to get you started. We are working on a kaggle kernel.... Data link with instructions: [https://www.kaggle.com/byrnoo/ble-accelerometer-indoor-localisation-measurement](https://www.kaggle.com/byrnoo/ble-accelerometer-indoor-localisation-measurement) Descriptor paper with all the juicy details: [https://www.nature.com/articles/sdata2018168](https://www.nature.com/articles/sdata2018168) &#x200B; Have a play with it. &#x200B; &#x200B;",not_spam "I am just looking to see if there is a dataset like this that has the year of the car and the repairs spent/maintence each year. Not sure of it exists, but thought I'd give it a shot Peter",not_spam "Hi guys! I am writing my dissertation thesis (master student) on the claims used in e-commerce for food and beverage (EU and USA markets). Do you have any recommendation on datasets to use? Thanks in advance! :D",not_spam " Hi everyone, I want to combine some data analysis in an MBA class. Want to show them the importance of using stat tools and digging into data for insights. Is there any available relevant data that you can point me to? I mainly need customer-level data or some other data that can be used to inform managers decisions and gain some insights about customers, segments, sales, campaigns, etc. Open to suggestions :)",not_spam "Edit: This post is for those who already have the dataset I can find examples online of question and answers from the dataset, but not any examples that include the support documents. I'm curious as to what these look like but I'm not planning on tackling it soon, so downloading the whole dataset doesn't seem very practical to me (100 GB and up to 24 hours of running for the support documents alone). I'm going to take a look at the code to see if I can cut the dataset down to just a small portion of its original size, but if anyone could share examples of questions and answers with their corresponding support documents, that would be great.",not_spam "I've been playing around with the CitiBike (NYC) trip dataset and when I downloaded it from online, its like 70gb of data (80+ million rows of data). But I discovered that it also exists as one of Big Query's public datasets and their table is only 7gb of data. Why is that? How could they optimize it any more than the csvs?",not_spam "Any idea on how to get all the crypto currency atm addresses from [https://coinatmradar.com/](https://coinatmradar.com/) ? Besides getting them one by one? &#x200B;",not_spam "Does anyone have ideas for retail scanner dataset by city? I know Nielsen has a good one, but I am an undergrad so I am unable to access it due to their subscription restrictions. Thanks so much!",not_spam "Not: most visited websites / number of users but actually unique visitors per website.",not_spam "Are conflict and violence declining throughout the world? The **GDELT Conflict Dataset** may help us investigate this question. [Get it on Kaggle.](https://www.kaggle.com/vladproex/gdelt-conflict-events-1979-2021) It is extracted from the [GDELT events database](https://www.gdeltproject.org/). From their website: >The GDELT Event Database records over [300 categories](http://data.gdeltproject.org/documentation/CAMEO.Manual.1.1b3.pdf) of physical activities around the world, from riots and protests to peace appeals and diplomatic exchanges, [georeferenced to the city or mountaintop](http://www.dlib.org/dlib/september12/leetaru/09leetaru.html), across the entire planet dating back to January 1, 1979 and updated every 15 minutes. The GDELT Conflict Dataset leverages GDELT to examine the evolution of conflict in the past 40 years. It aggregates information on more than 83 million events extracted from media reports in 258 countries for the period 1979-2021. The events are grouped in 32 categories describing conflict actions at various scales, such as \`Confiscate property, 'Carry out suicide bombing', 'Occupy territory'. Events are aggregated by event type, year and country, for a total of 176k rows. The full documentation and preparation code is [available on GitHub](https://github.com/vlad-ds/gdelt-conflict). It's the first time I am sharing a new dataset on Kaggle, so I would love to hear some feedback. Happy exploring!",not_spam Crunchbase pro is too expensive and i need one.,not_spam "Hello, I'm looking for a panel data set on suicides over the smallest geographic and time units available. Does anyone know where I can find data like this?",not_spam "Basically, I need any type of data from a website which is dealing with freelance work. Thank you in advance.",not_spam "Hello! I'm doing a research project that uses machine learning to find future outputs of rice fields in the Philippines by using soil moisture and precipitation data. I've already found a rice production dataset, but I'm having a hard time trying to find places where I can find soil moisture and precipitation data. If you have any sources that have these types of data, please let me know! Thanks.",not_spam Any of you guys have a acne dataset I can use ? Thanks! :),not_spam "Hi everyone, I am looking for a dataset of images with cardboard boxes in them for image segmentation. Ideally, I am looking for images in which cardboard boxes are placed on warehouse shelves. Thanks!",not_spam "Hi are there any known Datasets containing database transactions? The motivation is to test several anomaly detection methods. Many thanks.",not_spam "Hi there, &#x200B; I am a big fan of boxing and want to run regression modelling against amateur boxers to identify what are the key factors leading to victories. Like Moneyball story but with boxing gloves. &#x200B; Does anyone have amateur fight records with punches thrown/landed, type of punch (jab, straight, uppercut), scores and the outcome of the fight? Appreciate your help!",not_spam "Hello! I hope you are doing well. I have a huge problem which couldnโ€™t be solved by hours of googling! I need state-by-state data on poverty level and public expenditure on education in the USA. Although I would like to have data from 1970s, 1980s, 1990s, 2000s, 2010s, I can only find one or two years of the data from the recent years. What a pity! Guys, do any of you have an idea where to get these numbers from? They donโ€™t have to be all in one place or put in a beautiful and tidy dataset - I need the statistics themselves! Probably the data I need are in the Census.gov - but I cannot acces this website as Iโ€™m outside the US (I guess). If anyone has an idea how to do it, please inform me, too. So, any help is appreciated! I would be really grateful for any clues you provide! Thank you in advance!",not_spam "Hi, I'm looking for a dataset on quote that we see on FB everyday like : Only god can judge me In the end you will regret not doing what you wanted etc. Is there a dataset on this? Thanks :)",not_spam "Hi, I'm looking for a question answer dataset, hopefully in a CSV format. I have trouble preprocessing json datasets thus my request. Also if there is any text preprocessing code both on json files or csv, that would be of great help since i'm new to ML. Thanks",not_spam "I'm looking for exams datasets, preferably math or science with various style of questions (short answer and mcqs) where can I find one?",not_spam Anyone know of a realtime dataset for the position of Satellites?,not_spam "I'm trying to find records of property sales where I can extract information for analysis. I'll need to be able to slice property information into different dimensions with some examples being by State, Year of Sale, Cost of Sale, Buyer Age, Buyer Income, and any available Demographic information. There are a ton of data aggregation sites, but I don't want to pay for them. Instead, I'd like to build my own analysis engine that extracts directly from the sources of information. Where would you recommend to get this property data? Many of the County Assessors allow searching by an individual address; whereas I want all property records across every country. Is there an easy way to get this info in bulk?",not_spam "Besides surveymonkey what other website can i resort to for a form based questionnaire that will have 3 sections. Hope this place is ok to post this :)",not_spam "I'm looking to find data to use to practice my survival analysis techniques. I'd make up numbers, but most of the time this leads to something totally skewed, absolutely not significant, or EXTREMELY related to the point of it being impossible. Are there any data bases I can quickly get a .csv for survival analysis?",not_spam Anyone have link to a public non-english question and answering dataset? I'm interested in exploring multi-lingual QA and I'm looking for any non-english ones.,not_spam I'd like to decide and show whether honey overperforms other food items or not (which food was 'the best investment' in the last 10-20 years). I couldn't find any datasets about this. I'm mostly interested in Hungary or Europe specific datasets but at this point anything will do. Thanks in advance.,not_spam "Hi! I'm new to the sub, so feel free to alert me to any rule-breaking behavior. I'm doing research for my uni and I'm looking for a dataset that contains a list of accounts labeled as either an organization, a bot, or an individual. I couldn't find much online despite there being a few papers on the subject. &#x200B; Thanks for the help.",not_spam "I've been searching for a nice Reddit comments dataset. My initial thought was the 1.7 billion comments one, but that'd fill half of my HDD's space. So I decided to go with the 8 GB one. But my computer can't extract that big an archive. Is there a decent but smaller one available?",not_spam "I'm trying to build a supply chain/demand forecasting model but it's hard to find any good datasets for supply chain. I only need one and can generate toy datasets to go around it so I'll have 3 vendors for my model. A dataset that has known capabilities and constraints would be ideal, I've only found [the SCSM dataset](https://catalog.data.gov/dataset/supply-chain-shipment-pricing-data/resource/4f4acde2-ab4c-4cf0-98a4-80053f7d2d31), which might suit my needs. If anyone has suggestions for me I'd really appreciate it. Also a dataset to do simple demand forecasting for a real or synthetic product is also required for this project, but I feel like this will be easier to find.",not_spam "Hi, I am looking for a dataset of server performance data to run some interesting visualisations. Preferably something which has an application data load and metrics within it, but it is not essential. Thanks Chris",not_spam Looking for datasets for grammar/language correction in english. Ideally in form of error sentence and corrected sentences.,not_spam "There's plenty of data for NY state or the US, but I want to find data specific to NYC going back to at least 1975.",not_spam "Hello guys looking for Reddit datasets for chronic pain from reddit forums. subreddits for an NLU research project to understand how pain is communicated, what remedies people try frequently, any pointers will be much appreciated, thank you!",not_spam .,not_spam Does anyone have a dataset of anime faces images with the characters age and/or gender?,not_spam I wanted to learn google analytics by exploring the data set that is generated by websites. I have found a sample data set of only 63 records in google big query( https://support.google.com/analytics/answer/3416091?hl=en ). Does anyone know if I can find some large data set at least having few thousands records with similar attributes .,not_spam "edit: pharmaceutical not illegal for fucks sake you retards Need info on at least the basics (brand name, and ingredients), but preferably more in depth. What options do I have, where can I look, or ask?",not_spam "I can't seem to find a nice data set, if this is available and you could point me to it, it would be much appreciated!",not_spam It was removed from the cbcl.mit.edu/software-datasets/. Can anyone give a link to this or a substitute for this dataset?,not_spam "I want to research astrology and I'm looking for a dataset that includes birth dates, income, occupation, death date and cause of death, etc. I found astro databank [https://www.astro.com/astro-databank/Main\_Page](https://www.astro.com/astro-databank/Main_Page) but it is not in a format that I can download and use for my research. So I was wondering if you know any other resource.",not_spam "Every single game for every single player during the 2018-19 season. These were scraped with my own Java/JSoup scraper. [http://www.filedropper.com/nba2018-19playerstats\_1](http://www.filedropper.com/nba2018-19playerstats_1)",not_spam I know this is vague and Iโ€™m trying to give a good description of what I am looking for. Currently preparing to do some signals processing data for work(mostly LTE data and radar stuff) and am looking for anything thatโ€™s open source that I can begin plugging into MATLAB or Python. Anybody out there have any solid signal datasets like this?,not_spam "I'm looking for a labelled dataset of facial images and associated country of origin. I'd like to build a classifier to try and predict nationality based on face. Is there such a dataset out there? Thanks ",not_spam (Tinfoil Hats On) I am wondering what datasets/ repos yall are aware of that contain good information in case some day bad things happen and there is no internet. For example I already have the Wikipedia download but just looking for ideas.,not_spam "Hey, Can anyone help me find relevant data for this task? The data should be from Australia. Thank you. Cheers",not_spam "This dataset would be used to train a machine learning-based shot boundary detector. Very old [TRECVid](http://trecvid.nist.gov/trecvid.data.html) datasets are available, but the newer ones don't seem to be. It seems surprising to me that no other such data is available.",not_spam "I have been thinking about the idea of having a tool or application to generate trendy sounds for TikTok using AI. I couldn't find any suitable dataset online. Can anyone recommend a suitable dataset of TikTok sounds or any soundtracks datasets? If there is none and you would like to create one, how will you go about that?",not_spam "Does anyone know of any websites or databases where I could access information on the average or median salary for certain degrees or professions? I know the BLS has statistics by educational attainment, but I was wondering if there is a place where I can access this information broken down by field, location, etc. ",not_spam "Hi! I am looking for some dataset which looks like Instacart. I need products and carts/busket they were in. &#x200B; Here are some instacart dataset links: [https://www.kaggle.com/serigne/instacart-simple-data-exploration](https://www.kaggle.com/serigne/instacart-simple-data-exploration) [https://www.kaggle.com/c/instacart-market-basket-analysis](https://www.kaggle.com/c/instacart-market-basket-analysis) [https://www.instacart.com/datasets/grocery-shopping-2017](https://www.instacart.com/datasets/grocery-shopping-2017)",not_spam "Created a website where people can submit other websites to shorten or lengthen. I would like to check the submission against a list of ""bad"" websites. Is there a legitimate resource for this?",not_spam "I can offer free trials of Luminati's network and data collection platform. [https://luminati.io/?bizdev=L\_benjamen&hs\_signup=1](https://luminati.io/?bizdev=L_benjamen&hs_signup=1) Some great use cases are web data extraction, travel data, fintech, alt data, insurance, e-commerce, sales intel and more. Happy to help explore if we can get you the data for your machine learning models.",not_spam "Hi am looking for corpus of posts (fb/tw/im or rdt) which is annotated according to the personality type of the user - ideally dark tetrad. thanks!",not_spam "Hi everyone, I'm doing research on Tinder's information collection. I know that when you request your data from them, one of the pieces is a JSON file. I would love to analyze this, but do not have an account myself (so I can't request data) and haven't been able to find others who can help. &#x200B; I'm curious how the JSON file is structured and what types of data are really stored and saved by Tinder. If someone can point me in the direction of an ""example"" Tinder JSON file it would be amazing.",not_spam "We are sharing an open [OSDG Community Dataset](https://github.com/osdg-ai/osdg-data) *(OSDG-CD)* on our GitHub. The dataset contains thousands of text excerpts labelled by citizen scientists from around the world with respect to the UN Sustainable Development Goals (SDGs). The data can be used to derive insights into the nature of SDGs using either **ontology-based** or **machine learning approaches**. *OSDG-CD* is a direct contribution of hundreds of volunteers who have already taken part in the **OSDG Community platform** citizen science exercise. The OSDG Community Platform is an ambitious attempt to bring together volunteers and subject matter experts from all around the world to create a **large and accurate source of textual information on SDGs**. How does it work? We use publicly available texts such as publications, reports and other written data sources. Each text is broken down into smaller pieces of paragraph length, and these smaller pieces are then labelled by the Community volunteers. We are making this data open to help researchers discover new insights into and meaningful connections among Sustainable Development Goals. We would like to know what you discover in the data. So do not hesitate to **share with us your outputs**, be it a research paper, a machine learning model, a blog post, or just an interesting observation. If you are using the dataset in a research paper, you can attribute the dataset as *OSDG Community Dataset v2021.07*.",not_spam "Looking for a text collection of celebratory toasts. E.g. โ€œMay we get what we want, May we get what we need, But may we never get what we deserveโ€",not_spam "title. thank you very much!!! :)",not_spam Can someone please help me finding a dataset for indoor and outdoor objects. I need it for my project that will assist the blind in obstacle detection.,not_spam "I've placed all publicly available Reddit submissions into Elasticsearch and the API is fully open to anyone who would like to learn how to use Elasticsearch. The endpoint for the search API is: https://elastic.pushshift.io/reddit/submission/_search/ Front-end examples are available here: https://elasticsearch.pushshift.io/ **To learn more about the Elasticsearch Search API** Please visit: https://www.elastic.co/guide/en/elasticsearch/reference/current/search-search.html For any examples they use that end in _search, just use the URL above (https://elastic.pushshift.io/reddit/submission/_search/). Thanks! **Edit** The index ends around late December, but will have everything in the next day or so -- I'm just tweaking the ingest logic now. Thanks!",not_spam " Just released: Dataset of 40+ million tweets of COVID19 chatter Details: [http://www.panacealab.org/covid19/](http://www.panacealab.org/covid19/) Direct link to dataset: [https://doi.org/10.5281/zenodo.3723940](https://doi.org/10.5281/zenodo.3723940) This dataset will be constantly updated (read details on website)",not_spam "http://leagueoflegends.wikia.com/wiki/List_of_champions Does a dataset with each champions base stats exist? Something that has the champion name and their base statistics (at level 1 or level 18) found on their pages: https://i.imgur.com/cmEGucH.png If it doesn't exist, how would I start by creating it? I needed some of this data so typed it but it took ages to do like 10 champions. I have some experience with Python but not with any particular libraries to be able to extract this data and navigate sites. Where could I request for someone to create such a library?",not_spam "I'm looking for data on people with diabetes, with common things like age, sex, etc. A non-USA data would be preferable, but i would be content with anything at this point.",not_spam "Where can I find data on registered or purchased electric vehicles for New York City? I've checked [data.cityofnewyork.us](https://data.cityofnewyork.us) but cannot find anything. Any ideas? Just trying to find any raw data on the breakdown of gas vehicles vs electric vehicles, etc.",not_spam "hello . I am working on a project where I have a data set with continuous values for all attributes , and best algorithm is DT(decision tree). &#x200B; I wanted to know does the any algorithm exist to form DT where the dataset values are continuous",not_spam If you can send me also all the possible data about the delivery company. Thank you very much for the help,not_spam "Can anyone please tell me how to find location data of all grocery stores in India( Kirana, vegetables, supermarkets, convenience, small and big everything ) point of interest type data is sufficient for me so that I can use it in ArcgGIS. I need location, type of store, and name( if possible)",not_spam "I'm going to research data center traffic scheduling based on SDN,but there is no public dataset,so where can i get a dataset that include packet trace in data center",not_spam You can find the data [here](https://www.kaggle.com/sagunsh/fifa-20-complete-player-dataset) and the scraping code [here](https://github.com/sagunsh/sofifa),not_spam Is there any large dataset comprising of images of DC and MARVEL characters?,not_spam "I'm looking to develop a program that takes information about a property and predicts its price. Are there any datasets out there that has info sorted by address with # of bedrooms, # of bathrooms, square footage, if the basement is finished, etc. I would use Zillow but this usage is a violation of their terms of service and they investigate that if you make more than 1000 api calls in a day which I will be doing.",not_spam Thanks to your help I made a working deep learning ai by using reddit comments and replys to them. But a lot of the subreddits has random comments that didn't help the ai to learn and partly damaged its learning. What are some subreddits that focus on casual conversations in the comments section?,not_spam looking for a clean jokes only dataset/database in either csv/msyql/sqlite or other format to download ,not_spam Hi guys! Hope you are doing well. I'm currently a college student working on a final project with R. I wanted to ask where I could find a dataset where I'm able to see the number of masks given to US states on a daily basis. I'm trying to connect this data to correlate the number of cases to the number of masks given. Thanks for the help!,not_spam "Greetings I'm a university student in Ireland and for my last year project, I'm building an app that would facilitate finding pen pals with the same interests and keep track of the postage that has been exchanged between the matches. With the internet and messaging apps becoming ubiquitous it's very hard to find apps or websites that would facilitate the good ol' snail mail as most of them end up being a) dating apps b) messaging apps, defeating the purpose. I was wondering if the reason why there's no such option in the market is that there's really no market for it so I was hoping if anyone has ever come across any datasets about pen-pals, or snail mail in general (as I could try at least try to find if there's been a serious decrease in the regular post being sent/shared across people). So far I've tried Google scholar and kaggle with no luck. Thanks redditors! :)",not_spam "Hi, I'm looking for good audio, video, or text transcripts of psychiatric assessment videos. Does anyone know of any? Thank you! ",not_spam "I am looking for census data by zip code. I can find all sorts of data sheets but they are all classified by some sort of class(age, income, sex, whatever). I just want total population by 5 digit zip code. Anyone have any thoughts on where to find it? I am employed by a rucking firm that delivers mail and it would be nice to have when looking at potential contracts.",not_spam "As in ""fire station,"" ""hospital,"" ""food truck,"" ""living room,"" etc. Doubtful there's a comprehensive one out there so happy to merge smaller sets and/or scrape sites.",not_spam "I'm doing master thesis and I need some datasets with clinical reports that contains patient falls. So I need information about patient (age, weight, smoking, gender...) and if patient had a falling (true or false).",not_spam "I know the question sounds stupid and I need to be more specific but I need a classifier(binary) for tweets based on its ""relatedness"" to money. Few of the possible ways I have thought: 1. Get the twitter data from multiple money related hashtags. 2. Parsing wiki for the terms and getting the corpus, followed by extracting nouns and verbs. What would be the easiest way to do this? Any direction is much appreciated for extracting the data I am looking for. ",not_spam "I am working on a project and would like to get a free stream of data that contains geolocated data. Its for a research project, so I'm more interested in the geo info than the rest. I found a few sources (earthquake info..etc) but they don't have the volume I'm looking for. I used flightradar24 a long time ago but that's no longer free.",not_spam "I am looking for datasets that contain images of roads with information on their measurements - width, length, etc. Is there any public datasets available for this?",not_spam "Hi everybody, I am looking for a dataset for my project about cells segmentation and counting, this dataset should be annotated in term of segmented mask and number of cells in each image. I would be grateful if you can help me with this please ๐Ÿ™ ๐Ÿ™ ๐Ÿ™",not_spam "Hey, Iโ€™d like to train a classifier to classify political/philosophical positions given a sentence. Eg if someone says โ€œI support Bidenโ€ thatโ€™s classified as โ€œDemocratโ€ If they say โ€œMarx was rightโ€ thatโ€™s classified as โ€œCommunismโ€ If they say โ€œthe researcher always influences what is observed via their background. There can always be bias.โ€ itโ€™s classified as โ€œPost positivismโ€ And so on. Even something roughly in the ballpark Iโ€™d be interested in. Or tips on how I might go about scraping/generating this dataset myself.",not_spam "I've noticed that it's become quite difficult to find a good open dataset for real-estate data. Mainly the features I'm looking for are: * Bedrooms * Bathrooms * Amount of space (square feet / square meters) * Price (total or rent would be fine) Anything else would be bonus. Any recommendations appreciated! Thanks!",not_spam "I'm doing research about the film industry, and how streaming video has made studios change up their game in response to it. Such as some actors and studios signing contracts to release their films on netflix, lower theater attendance, and so on. any good datasets or places to look? im new to data science so i'm not very knowledgeable about where to look for datasets yet.",not_spam "I'm trying to find a site or dataset where I can check the cases per country on any specific date. So if I wanted March 19th then I would only see total cases from on and before March 19th. I checked the megathread and couldn't find this info. Thanks!",not_spam "Does anyone know a good resource for finding the average price collision vehicles are appraised at after being considered total-loss? I find calculators online, but nothing that shows you an aggregate number",not_spam "Hi All, I don't have much experience writing crawlers, and I'm not sure what the best to get information about reddit posts is... could someone guide me in the right direction? **Question I'm trying to answer:** Something seems a bit off about a particular reddit post I saw today: https://www.reddit.com/r/videos/comments/79i4cj/youtube_user_demonstrating_how_facebook_listens/ I'm interested in doing some clustering analysis on early posters to that thread and see if there is in pattern among the users who helped get the snowball rolling...",not_spam "I'm trying to replicate a toy example and they state they used ""historic monthly yields of German and Irish 10yr government bond yields"". Has anyone got a source for data like that? (tried googling it, but since I do not have a background on that, I'm confused with gov. bonds / treasury yields, daily vs. yearly data,...)",not_spam "Hi guys, I'm searching for a dataset of more than 6GB for my college project based on big data analysis. So please help me out in getting the dataset. Thankyou [View Poll](https://www.reddit.com/poll/jmljhs)",not_spam Hello everyone! I have a question regarding the set up of my data-set and I just stumbled upon this subreddit and if there is any place to ask this question... it has to be here! So I have practically zero experience with Possion regression and will need to utilize it for an analysis that I was handed at my internship involving count data. I have not been fortunate enough to locate info/resources on how my actual data-set should be set up within excel before I pull it into SAS to do the analysis.... I was hoping to see if anyone had links/advice/knowledge they could bestow on me to get me going on this. Thank you all so much in advance! :),not_spam "I was wondering if anyone was aware if there was a dataset containing the results of government elections at the county level? I've found Ballotpedia, but it seems like they only cover the local elections for the top 100 cities in the U.S., and I was hoping to get election results for all counties if possible. If no such dataset already exists, any tips on how one may try to create it? Thanks!",not_spam "Anyone knows where can I find each infected person info (such as age, sex, situation etc.) ? Thanks in advance",not_spam "Is there a way to scrape the data that powers dashboards built with Plotly dash? I've scraped data from d3 and highCharts dashboards, and my gut tells me it should be possible for Plotly but I've never used it to build a web app. Does Plotly use GET requests to access the data? Are the requests made from client or server? Any insight would be appreciated",not_spam "I need a lot of those to set up a machine learning AI for a project at school. Where can I find them ? I already found 50 Go of pulmonary diseases x-rays but it doesn't fit my subject as much. Edit : I forgot, it has to be the same body part in the dataset",not_spam "I am looking for an Android app to log my location and allow me to export them in csv (or similar flat file formats). I travel a lot and thought it'd be cool to tinker with the data. Ideas?",not_spam This could mean a scrapable web page or an actual .csv file. Thanks!,not_spam Doesn't need to be anything fancy: list of cities/towns and (if possible) ZIP codes. I've found millions of sites offering to sell this sort information but I cannot distinguish the reputable sites from the scam/crap sites.,not_spam "It seems that Flickr8k dataset has been discontinued. I am a beginner, have limited access to internet bandwidth so wanted to fiddle with this smaller dataset. Does anyone happen to have the dataset I can download? &#x200B; Alternatively, any suggestions on a different dataset I can use? I am looking to do Image/Video Captioning.",not_spam "I am teaching myself R and wanted to calculate and plot some ratios (ROA or ROE etc) for some well known stocks over the last 10 years and then do some forecasting. Basically, is there an easier way to get this data apart from manually visiting the companies site's and downloading their historic annual reports (pdf) and copy/paste the figures I would like into a spreadsheet. I have had a look at yahoo finance which does provide financial statements, but I cannot work out how to access historical statements. I think what I am looking for is an API? Is this sort of data available freely? Any of you out there do this sort of thing regularly? I would really appreciate your input!",not_spam "There used to be the ""People's Republic of Tinder"" dataset hosted on Kaggle. It was essentially a collection of scraped Tinder images of men and women. However, the [link](https://www.kaggle.com/chrisroths/peoples-republic-of-tinder-1) yields 404 now. I'd like to play with the dataset and try to build a recommender system. It's only for research and private purposes, nothing commercial. Does someone still have the dataset somewhere?",not_spam "I'm looking for a couple of uncompressed car images for testing, I've only managed to find one free image. Anyway if anyone knows or has some images I'd love to check them out. Thanks for the help in advance.",not_spam "Hello, My company is looking for smart electrical meter data from homes in the USA to explore the home battery space. We're hoping to get individual smart meter data, often times marketed as ""Greenbutton"" so that we can calculate how homeowners could realistically save money with a backup battery for their home. This is typically found in the online account of your electrical utility. We've been asking friends and family for this information, but would like to get a larger dataset. For anyone willing to share their meter data, we will provide you with a PDF summary that visualizes your usage and potential cost savings with a battery. The most useful form of this data for us is in a CSV format, going one year back and showing 15 minute increments. You may not be able to select all of these options, but if you can, please do.",not_spam "I'm looking for a dataset of cocktail purchases from a bar. My end goal is to learn the similarities of various cocktails based on purchase history (as opposed to drink contents, though this could work too.) Ideally it would take the following form: purchase_id, cocktail_name 1 moscow_mule 1 dark_and_stormy 2 margarita 2 paloma If anyone has such a resource, please link!",not_spam "Classes that I would take for it are. One major reason why I wanna do this is because it covers some General education courses I would've needed to take anyways 1. A GIS class 2. A digital marketing course 3. A digital art class like graphic design 4. A data analytics course 5. A programming class like C Also what kind of careers would go into with this minor that I could pursue in?",not_spam "Working on my thesis, and before I go about actaully transcribing this into stata I thought I would throw it out onto Reddit to see if you guys knew if this already existed",not_spam "&#x200B; โ€“ The data should be from economics or related fields. โ€“ It includes at least 25 observations. โ€“ It is suitable for the classical linear regression model after the log- or reciprocal transformation. โ€“ It should not be a time-series or time related data set. Thank you very much",not_spam "Hello, I would like to ask for a CRM data, looking to improve Sales team work by scoring opportunities so they can focus on more important ones, the thing is that don't have that much data to work with. France or MENA region data is high priority, since the company works in this region. Any help is appreciated. Regards.",not_spam Saw an interesting TIL the other day and wanted to see if the crime rates around Walmartโ€™s are higher than around casinos.,not_spam "Trying to find a list of standard job titles nested within their relevant department and industry (if possible). Base level, just need a list correlating the most popular job titles with their respective departments. Tried to poke around [bls.gov](https://bls.gov) and couldn't find what I was looking for though I feel there has to be some way to find it from there. Anyone have suggestions? Thanks!",not_spam "Hello , I m a Master Student , i have to choose a subject for my data warehouse project . i need a datasets that continues many diffrents type of sources like (file.csv ,file.sql ) May you help me to find the appropriate datasets for a project . Thank you in Advance .",not_spam "Hey Reddit, &#x200B; I am working on a school project to estimate the returns to an MBA. Need to find a dataset that shows salary before and after getting an mba. Anything would help. Thanks",not_spam "Hello all. I am looking for labeled binary data with high class imbalance. The main field I am interested is on predictive maintenance (manufacturing), but will take on anything. Missing Values are welcome. ",not_spam "Looking for any dataset that contains books, some form of ranking (NYTimes Bestseller's Lists would be ideal), and a variable that includes the author's race.",not_spam " [https://www.kaggle.com/kemical/kickstarter-projects#ks-projects-201801.csv](https://www.kaggle.com/kemical/kickstarter-projects#ks-projects-201801.csv) At first, I thought it meant when the project got launched online but now I'm not so sure...I'm starting to think it's when the project got started? Here is the list of unique years of launch dates: 2015 2017 2013 2012 2016 2014 2010 2011 2009 1970 2018",not_spam "I am working on a project that uses ngrams and vectorization to do name matching. I have a list of random financial institution names (about 50k) and I would like to match these names against a dictionary of companies. I have been using the government consumer complaints data dump and it works decently well, however, I'm curious if there is another source to find a list of unique financial institution names. This includes companies like, * Mortgage Lenders * Credit Card Companies * Banks &#x200B;",not_spam Hello! Does anyone know of any dataset regarding migration patterns? Something that shows where people stay/move to over time?,not_spam "I'm looking for monitoring data as it relates to Poly- and Perfluoroalkyl Substances (PFAS) in Canada, specifically. Anyone know of any available datasets? Many thanks!",not_spam Hello! I'm a researcher who does work on compensation and incentives. I'm looking for any data sources which contain information about compensation for public or private companies. Thanks in advance for any information you may be able to share!,not_spam "I'm looking for a dataset which contains sql schema definitions together with their description. Does something like this exists? Example: Schema: `CREATE TABLE Persons ( PersonID int, LastName varchar(255), FirstName varchar(255), Address varchar(255),ย  City varchar(255) ); ` Description: A person has an id, last name, first name, an address, city",not_spam "I have some data that consist of movie titles (around 30) and their average IMDB score, I want to show them in a way that would help the viewer to realize it's pretty low (average of all movies I picked is 5.9)",not_spam "Hello, does anyone know where I could find images of printed circuit boards especially with through hole components (Resistor, LED, Capacitor and Diode). Itโ€™s for a research project so I canโ€™t use images that have copyright on them.",not_spam "50 years would be acceptable. United States would be preferred, but worldwide or western world would be cool also. All the other datasets I have found are for the last 10-20 years. I'd love to see the long-term reduction of fire deaths (especially in the first world countries).",not_spam "Hi all, I'm looking to get a large dataset of MRI brain scans of a broad range of adults, the MRIs would also need to include age/sex/race. I'm looking to use it for AI diagnosis so the larger the better. &#x200B; If anyone could point me in the direction of a dataset or even a company that could supply the data.",not_spam "Hi. I was using a site to make a data set but theres a variable I cant control without mass single delete. 1, 0, 10, 11 need all combos of the 4 listed in a set of 5 but only 7 digits total. (1, 0, 0, 10, 10) is good. (1, 0, 10, 10, 11)bad as 8 total digits. (1, 1, 1, 0, 0) bad as only 5 digits Thanks if anyone can DM me a list in the format as above. <3",not_spam "It looks like there used to be a couple datasets available to the public or via torrents, but Twitter has been pretty active about getting them taken down. Does anyone know of a place that still has a bunch of tweets up for download? I have a friend that is looking to do some data mining for an academic project.",not_spam "Hi As the title says, I am interested to find time series data of different things. For interested Oscar winners from 1999-2018..things like that.",not_spam "I am looking to get a dataset from a particular subreddit. I would like the post text, and comment text, and number of upvotes for those comments. To simplify things, just the top post, and top 5 most upvoted comments would be fine too.",not_spam " I feel it would be easy to have a website with the most visited places by Covid patients, and make it public. This could be helpful to know what places to avoid. I am able to make a webpage displaying the data, but don't know how to get the verified data. Any patient can go to https://takeout.google.com/settings/takeout and take it themselves.",not_spam "Anyone knows where to get bicycles sales updated data (us+europe)? Thank you",not_spam "Hi r/datasets I'm looking for a coronavirus stay at home order schedule (close and open date) per county in the U.S. I've encountered few articles which technically can be scraped but it seems incomplete. I wonder if there's any that's already in a tabular form.",not_spam I am trying to find a good dataset of images with labels of the objects they are of in order to test out a convolutional neural network I built. Does anyone know any datasets that would help? If possible the bounding rectangles of the items in each photo would help. ,not_spam "Hi, I'm looking for potato image dataset. I have searched for it everywhere and also scraped data from Google image search, but none seem to be good. I want the dataset for object detection training. Any help is appreciated.",not_spam Looking for datasets that have blood/plasma vitamin and/or mineral levels at a population level or sub population level for countries. Something like the NHANES data. ,not_spam "I'm wondering if theres any free datasets or resources out there with UK postcode information at a street level? I've downloaded National Statistics Postcode Lookup dataset as well as the geonames(UK) dataset and the ordnancesurvey road names file but none of these seem to have the street names or are to high level. An example of what I'm looking for is for the postcode ""BT47ย 3JR we have the data 'Backhill Road, Eglinton, Londonderry, Northern Ireland' or at least 'Backhill Road'. &#x200B; I know the royal mail provide something along these lines but its a paid service. &#x200B; If anyone could assist me with this i'd be really grateful. &#x200B; Thanks",not_spam "I had been searching for a dataset that I can use for my data mining project and was not able to find a successful one that I can conduct data mining models. I finally found this great data related to illegal fishing the Data is Plural [archive](https://docs.google.com/spreadsheets/d/1wZhPLMCHKJvwOkP4juclhjFgqIY8fQFMemwKL2c64vk/edit#gid=0) . The thing is now I have been downloading almost all the datasets but not sure which one would be suitable for me to use, also not familiar with the terminology that they use. I want to do my project related this article : [Why the U.K. and EU Are Fighting Over Fish](https://www.bloomberg.com/graphics/2020-brexit-eu-fisheries/) and [Who catches more fish](https://flowingdata.com/2020/12/21/who-catches-the-most-fish/) . If anyone can pleased help me out, I would great appreciate it. The datasets are here: [https://globalfishingwatch.org/datasets-and-code/](https://globalfishingwatch.org/datasets-and-code/) or [https://globalfishingwatch.org/data-download/](https://globalfishingwatch.org/data-download/) Edit: I would like to try to do logistic regression, decision trees, and/or clustering.",not_spam "I'd like to supplement my R/Data Science learning with some real datasets instead of contrived rnorm(n) stuff, so why not check out some that random redditors find personally interesting! Also interested in any link to curated collections, things like that. This subreddit has an empty sidebar, I came here kind of hoping for some links but seems like to find datasets without having one in mind, someone would have to just peruse old posts. Thanks!",not_spam "the type of data associated with bank accounts and transactions and credit cards, I've been looking but I've come up short, especially since transactions always pulls up technical information regarding Microsoft T-SQL",not_spam "Hello, I'm working on human pose detection and correction for smart workout analysis. I've found a good model BlazePose for that. I'm interested in doing this project for Pull-ups or squats exercises. But I couldn't find any good dataset resource. I've downloaded the LSP and COCO but they don't seem to fit in. I would be thankful if you can share some good resources.",not_spam Hopefully up until this year but also open to datasets through 2015 or 2016,not_spam "Just thought I'd share this [Goodreads dataset here](https://github.com/zygmuntz/goodbooks-10k). It took me quite a lot of internet sleuthing to find an interesting, complete and large dataset to practice machine learning and more specifically recommender systems. This data was originally pulled from Goodreads in 2017 by Zygmunt Zajฤ…c . It contains detailed metadata information for **10 000 books** (sorry about the typo in the title), as well as 6 million individual numerical ratings collected from 53 000 users. There is no demographic information available for users, but the different files included in the release form an interesting basis for a recommender system. I have released an expansion pack of sorts for this dataset, that adds book descriptions, genres and other features, enabling the use of various NLP strategies. **[See here for the augmented dataset.](https://github.com/malcolmosh/goodbooks-10k-extended/blob/master/README.md)** Cheers.",not_spam "A client wants me to train a (Keeping up with the) Kardashian text generator. How can I get some bigger Transcript samples from the show ? Can Anybody help me out here :/ &#x200B; Thanks in advance",not_spam "Hello, Is there any food charts available out there where they breakdown the amount of protein,fats,carbs available for each food type. Preferable one where they have a standard size for all foods (eg. per 1000g of beef, you get x amount of protein, fats, carbs) I'm currently looking at this https://fdc.nal.usda.gov/download-datasets.html but feel a bit overwhelmed.",not_spam "So first of all, this is likely not the right place for this and if that is the case somebody pointing me there would be greatly appreciated. I'm looking for a place to get some simple statistics on the entirety of the human population of earth. Specifically eye, skin and hair color. My most thorough googling hasn't given anything with real value, but i would assume the figures exist somewhere. I'ts just for a casual hobby thing so it doesn't have to be very accurate. ",not_spam anyone can provide MIMIC-CXR or CheXpert data sets ??,not_spam "Hello all, I am trying to find a dataset that has public opinion data, specifically on racial attitudes, and wealth measures. I looked through the main datasets on wealth accumulation (SIPP, PSID, SCF, etc.) and I just canโ€™t find a dataset that incorporates both measures. (Already looked at the GSS) Does anyone out there know of any datasets with both wealth measures and public opinion data? Honestly I would greatly appreciate any input.",not_spam "Looking for resource, scrape or download",not_spam "Hi all I'm looking for a dataset about homocides with age,sex,racial,place,... information on the victim and perpetrator, ideally there should also be a location of where the murder happened but if there isn't thats also fine. A quick google search did not give me much results, but in case anyone knows somedataset with this information i'd like to know :) &#x200B; thank you",not_spam "I came up with the idea to build an AI that is able to identify the individual chords played on a guitar,i.e. electric or acoustic. I want to expand it to other instruments, but the guitar is my main focus. I was recommended to this subreddit through a YouTube video. Can anyone help out and point me in the right direction. P.S. I'm new to reddit so let me know if this post and request was according to standards.",not_spam "Google trends API seems to have a VERY low query limit and no way to procure an API key to go beyond that. Is there another similar API where I can pass, say, a company name (e.g. Facebook) and then get back a bunch of related keywords (e.g. ['social media', 'social', 'online', 'advertising', 'zuckerburg'] ). Google trends was a good API (returns related + their based on their trending rankings), so something like that would be great.",not_spam "I have had a look at all the available dataset here on Reddit and on Kaggle, but I couldn't find any dataset including movie reviews and the associated movie's plot (i.e. storyline). I don't necessarily need also the rating, but it would be a plus! Do you have any suggestions?",not_spam "I'm looking for a dataset of daily realized volatility of any stock, derivative, currency or commodity. As it is for a reasearch product for University and I need a fairly large dataset, I do not have the time start collecting it myself. Can anyone help me?",not_spam "I had a way to download this from the American Community survey awhile ago but it looks like some of the [Census.gov](https://Census.gov) website has since been decommissioned and now I can't find what I need. I'm using the API via R. The search is burning me out. Does anyone know where to get population and area by US census tract? Much appreciated",not_spam "I haven't ever looked for datasets before, and although I know star catalog files exist out there I haven't been able to find any through search engine or searching on this sub. I'm looking for one to play with in Python, so I don't need something gigantic, although I won't turn it down.",not_spam I'm interested in a dataset containing US road traffic data for current and historical periods. It would be really interesting to look at a comparison between pre and post social distancing.,not_spam "This is for a university project, this combination wouod be great to get best results as needed.",not_spam "Looking for any dataset containing info about twitch emotes. Potentially the channel the emote is on, colors present, number of uses, the content of the emote, etc. I'm making an interactive visualization about twitch and was thinking of looking into emotes. &#x200B; If you have datasets about twitch in general that would be great too :)",not_spam "Hi, I'm looking for data sets in the form of, say, Microsoft Access, which have multiple tables and have multiple joins in them. Can anybody help me out? Thanks.",not_spam "Ive been looking for a disease dataset to apply a ML model Thanks in advance",not_spam "Hi everyone, I'm designing a data analysis and machine learning challenge. The goal is to choose/predict a serial murderer's next victim from a list of possible future victims based on police reports of the previous victims. I'm looking for descriptive texts of the victims, I don't want them to be exactly like police reports but having a similar nature in their pattern of description is preferred.",not_spam "Hello guys! Recently, I started to work on a project connected to bird song recognition. I have managed to find quite a few datasets and gathered them, along with other resources, in one place. Feel free to check my repo - [https://github.com/AgaMiko/Bird-recognition-review](https://github.com/AgaMiko/Bird-recognition-review) Maybe someone will find it useful. Also, feel free to pull a request if you want to add something, or just simply write it here - I will try to add it to the repo as fast as possbile.",not_spam " I am doing a data science project, where I would like to look at a relationship between coronavirus and mental health or negativity(for example Sentiment of tweets in and Spread of Coronavirus or Signs of Depressions in tweets and Lockdown Measures in Place or Spread of Coronavirus). I have found datasets on COVID such as: Coronavirus data from EU countries (maybe too much variance in lockdown measures, other unknown factors to find correlation?) - Coronavirus cases Us state level However for Twitter data there is only: Tweets related to coronavirus with location information Coronavirus (COVID-19) Tweets Dataset with sentiment labels US Doing this type of analysis on coronavirus related tweets does not seem very interesting - they are almost guaranteed to be rather negative. Rather it would be more interesting how it affected the overall tonality. Is this too broad of a task and what kind of twitter dataset could help to investigate such questions?",not_spam Is there any dataset of movies with a listing for how widely released they were?,not_spam "Hey all, I'm working on a textual analysis project, and I would really like to use the dictionary as my corpus. An ideal dataset would have: word (phonetic spelling) part of speech origin 1. definition 1 2. definition 2 ... N. definition N usage Anyone know where I can get such a dataset?",not_spam "Every so often we hear about a large set of passwords being hacked and that there exist lists of passwords that have been leaked over the years. These lists are in fact used by many cracking programs first before resorting to brute force methods. I have found one such list in the past and used it to see whether any of my *supposedly* `hard` passwords were present. I can not find this type of information anymore. I want to do an analysis of the characteristics of passwords in general, but I need this type of list - __the newer and more complete the better__. Can anyone point me in the right direction? Thanks",not_spam "I am in need of a dataset to analyze for my final project and really want something super random. My partner and I were looking at quality control of lemons or gnome information but we were having trouble downloading the datasets. So if anyone has any random datasets, preferably in an SQL format, and wants it analyzed hmu. We really just want something to throw off our prof.",not_spam "If you're interested solving problems for InsureTech, AR/VR and Mobile analytics, here you can find the cracked mobile screen data. The data is quite robust and custom made for such usecase: Kaggle: [https://www.kaggle.com/dataclusterlabs/cracked-screen-dataset](https://www.kaggle.com/dataclusterlabs/cracked-screen-dataset)",not_spam "Hi I donโ€™t know if this is the right place to post this, but I really need help finding data for a school project. I am trying to find a correlation between high school drop out rates and minor (below age of 18) employment rates. I have been looking for two days now and canโ€™t seem to find any data on the information Iโ€™m looking for. Any help will be appreciated. Thank you in advance for your help!",not_spam "I need to choose a company and do data analysis on it for a project, however most companies I've considered have data that are inaccessible to me. What are some good choices??",not_spam "I am planning to make a dataset on any field which is currently in demand in our kaggle community. Can someone suggest me some data which is actually needed but not present or outdated on websites like kaggle. I already have my dataset on kaggle, you can view it on [https://www.kaggle.com/himanshupoddar/zomato-bangalore-restaurants](https://www.kaggle.com/himanshupoddar/zomato-bangalore-restaurants) Suggest me something that you guyz want",not_spam "Does anyone have good sources for neighborhood-level data? I am also looking for data that simply contains coordinates which I could tag myself. I am looking to create a ""development index"" for my city, comparing multiple neighborhoods.",not_spam "Iโ€™m doing a little pet project where Iโ€™m analyzing paintings, and so far for the algorithm development I just downloaded a bunch of images by hand off of google and manually entered the relevant metadata. Now that the algorithm is done, Iโ€™m hoping to get a better assortment of images, but would really love to not have to do the tedious process of manually gathering them. I donโ€™t need much in the way of data, just the title and artist is enough, although extras like the year they were painted, etc, are always welcome. Does anyone know of either an already assembled source of images I can download all at once / in large batches? Or perhaps a python script or similar that would scrub them off a site like google arts and culture or the met/moma websites? These website are where I got my test images, but as far as I can tell there isnโ€™t a way to download all at once from any of these sites., only one at a time. Thanks in advance for any help you can give!",not_spam "I am trying to find county data for all US presidential elections in history prior to around 2004. Is there anywhere where this data, election results state by state on a county level, can be downloaded for free?",not_spam "Hello, Do You know any dataset indicates the availability of devices (smartphones.......) in time ?",not_spam "Buenos dรญas, espero se encuentren bien, necesito encontrar bases de datos que contengan informaciรณn que me permita entrenar a una IA para poder detectar problemas cardรญacos y diagnosticar enfermedades, ยฟCuales son sus sugerencias?, de antemano gracias.",not_spam "I need data on nike sales for special releases, over the course of the past 10 years. Any Clue of how I can obtain such information?",not_spam "I had an idea for a project which would require a dataset (hopefully a large one) of images containing pictures/drawings of mazes. Imagine a printed maze on a piece of paper, held to the camera and you basically have the idea. I could not find anything on any search engine or on Kaggle, so I hoped maybe someone here has such a dataset, for whatever reason. Thanks!",not_spam "Hello everyone. im a student who is in need of a csv dataset for doing a kind of homework. The only i think i want is that there are many variables (X) (maybe about 5) in this file and these variables will affect on only one variable (Y) given in the dataset. And to make it clear, I have to regress these variables X and Y. Thats all. :) (I have just started learning to analyze data 2 weeks ago and dont know much on finding suitable dataset.)",not_spam "Hey r/datasets, It's me again, the CEO of DoltHub. We finished our second hospital price transparency bounty last week. We paid to have an open database built of 100M hospital prices, this time with a little bit more manageable schema. Check out the blog post here: [https://www.dolthub.com/blog/2021-06-02-hospital-price-v2-retrospective/](https://www.dolthub.com/blog/2021-06-02-hospital-price-v2-retrospective/) And the database here: [https://www.dolthub.com/repositories/dolthub/hospital-price-transparency-v2](https://www.dolthub.com/repositories/dolthub/hospital-price-transparency-v2) We're looking for people to use it to tell us how it can be improved.",not_spam "I'm trying to find multi year (USA) Census datasets. Preferably covering the widest range of topics possible (i.e many columns), and I want to get it for multiple years/surveys, so that I can compare changes over time. Ideally it would be as harmonized as possible (i.e the same column names for the same variables over time). I'd want it at multiple geographies if possible. &#x200B; I tried the census websites, but they've changed the format and I can't find heads or tales in it, nvm long term (e.g. 10-30 years of census data, e.g. all the 5 years ACS estimates for every state/county/zipcode). Sorry if this is trivial - google & [factFinder](https://factfinder.census.gov/faces/nav/jsf/pages/download_center.xhtml) failed me, especially when it comes to harmonizing the data. (And this seems like a really common usecase, so I imagine it must be available). Thanks!",not_spam "I want to check the change of prices for Uber / Lyft over last 10 years. To do that, I am looking for temporal data of average costs over a few routes. Can someone help me with this data please?",not_spam "I'm looking for datasets containing info about stress in medical practitioners either during surgery (preferred) or in general, like for example: due to their job affecting family life, financial freedom, etc. Would love any help!",not_spam Can anyone give me links to mammography of breast cancer? Both annotated and regular mammograms?,not_spam "Hi all, I'm looking for a dummy data set of P60 forms (UK tax forms) to train an OCR. I was planning to create a bunch of different ones myself, but checking here in case anyone knows a fast way to mass-produce a populated PDF template or access to a data-set somewhere. Thank you!",not_spam Does anybody know where I can find homelessness 2020 dataset? I found datasets that only go until 2017. Any help is appreciated.,not_spam "I'm looking for a dataset with playlists generated by users, something like playlists from grooveshark or 8tracks. Thanks",not_spam "I do commercial real estate and trying to find the best raw comprehensive list of all self storage and boat and rv storage businesses in the USA (address, business/entity name, county, etc). Iโ€™ve used countless list brokers, who Iโ€™ve heard gather all their data from the same place, acxiom. Not sure if this is true but if you have any suggestions on who keeps the most comprehensive list of all businesses in the US I would be grateful for some direction. Thanks!",not_spam "Hello mates, Here's a steam reviews dataset, containing a little more than 6.4 million observations. You can find it [here](https://www.kaggle.com/andrewmvd/steam-reviews). It was taken on 2017 and all credits are due to the following authors: > Antoni Sobkowicz. (2017). Steam Review Dataset (2017) \[Data set\]. Zenodo. [https://doi.org/10.5281/zenodo.1000885](https://doi.org/10.5281/zenodo.1000885) &#x200B; Cheers",not_spam "As the title indicates, I am looking for this kind of data. Data would be better to have: 1. Consecutive years: all years between 2000 - 2018 2. frequent update periods: yearly or monthly. Thank you!",not_spam "Hi, I wanted to analyze the airline traffic as I feel people have started travelling more recently. Obviously, the air line traffic would have dipped drastically during lockdown but I think it would have picked up by now mainly because of the vaccination. I was thinking of using ANOVA to see if there is a statistically difference in b/w 3 different time periods: 1. Air traffic during lockdown (Mar 2020 - June 2020) 2. Air traffic during post lockdown (July 2020 - Oct 2020) 3. Air traffic during holidays and after announcement of vaccine (Nov 2020 - Jan 2021) I was not able to find any free resources that have the global air traffic data.",not_spam "Hi everyone! I am looking for a dataset of participation in recreational sport over time. I am looking for as broad data as possible (gender, age, participation (number of times played) and/or spend on sport and country). As a starting point I will really take any leads, no matter how exclusive to any of the variables. Thanks so so much!",not_spam "Hello! I've been searching for Census/ACS data that provides the median rent by number of bedrooms. I've been using the new [data.census.gov](https://data.census.gov) site to find data for other variables I looking into as well, but the only dataset I've found for median rent by # of bedrooms does not go back beyond 2015. The earliest year I would need would be 2011. So, I'm wondering if y'all know whether the Bureau only started publishing those numbers in 2015 and afterwards! Any help would be much appreciated.",not_spam "Long shot, but anyone aware of a dataset containing the full text (transcribed or other) of Martin Luther King jr's Speeches? Have an idea for a NLP project and wondering if I need to build the dataset myself. The full text behind something like this would be a great start: https://en.wikipedia.org/wiki/Sermons_and_speeches_of_Martin_Luther_King_Jr.",not_spam "I am looking for a dataset which contains data that is gathered by GPS-trackers which athlethes wear. Think of hearth rate, traveled distance, top speed, etc.. A description of such device is explained on the following page: [https://www.sportperformanceanalysis.com/article/gps-in-professional-sports](https://www.sportperformanceanalysis.com/article/gps-in-professional-sports)",not_spam "Hi, I am not able to find these popular datasets that are used as benchmarks in social recommendations. Originally they were supposed to be hosted [here](http://socialcomputing.asu.edu/) which is down. Other links on the internet that point to these datasets are down as well. The last link I came across is here [Douban](https://www.cse.cuhk.edu.hk/irwin.king/pub/data/douban). I want these datasets for my research. Does anyone here have them downloaded? Thanks.",not_spam "I am an unfortunate phd-student who recently discovered that my data for the final article of my dissertation were invalid, and we (my supervisors and I) are thus exploring potential matches between on the one hand, my competencies and research theme, and on the other, data that needs analysing. My research focuses on external validity, so in my previous analyses, I have been focusing on the effect modification associated with independent variables. As an example, I have explored the differences in outcomes for patients suffering from COPD between three periods of time with diverging criteria for provision of a telemedicine service. In exchange for letting me analyse your data, which I will, of course, use only for the explained purposes, I can offer you co-authorship (according to the Vancouver protocol, http://www.research.mq.edu.au/documents/policies/Vancouver.pdf) of an article along with the chance of having your research project assessed for external validity. If you have a codebook available and know the number of observations in your dataset, I can elaborate a protocol for you to approve ahead of providing data. Some of my previous publications can be found here:[PMID 25761469] (http://www.ncbi.nlm.nih.gov/pubmed/25761469), [PMID 24828521] (http://www.ncbi.nlm.nih.gov/pubmed/24828521), and [PMID 25011659] (http://www.ncbi.nlm.nih.gov/pubmed/25011659) - or by contacting me. I am available for further information (I do not have much to do now that I don't have data) :(",not_spam Help me to get dataset of food along with GL and GI values?,not_spam "hello everyone, Does anyone know of any mirror for megaface datasets? I cant seem to to be able to download this from the main website, as I'm not part of any university or any company. I'm a solo researcher/practitioner, which want to train some models with this dataset . I have been searching for a link for a month now, but no luck yet. Any help in this regard is greatly apprecaited.",not_spam hey I am looking for Xray baggage datasets can you provide me with the same ,not_spam "Have fun. It's just very preliminary and needs to be jazzed up a bit. [Link to podmoskovnik's (Sergei Shpilkin) blog](https://translate.google.com/translate?hl=en&sl=ru&tl=en&u=https%3A%2F%2Fpodmoskovnik.livejournal.com%2F178700.html%23comments), downloadable as txt. Column names in cyrillic, need to be translated. Physicist and data scientist Sergei Shpilkin pointed out possible election fraud in the past Russian elections, [see article here](https://www.rferl.org/a/statistics-point-to-massive-fraud-russia-state-duma-elections/28002750.html). **Edit**: Columns should be (after google translation): Index(['region', 'tik', 'Number of voters included in the voters list', 'The number of ballots received by the precinct election commission', 'The number of ballots issued to voters who voted early', 'The number of ballots issued in a polling station on election day', 'The number of ballots issued outside the polling station on voting day', 'Number of canceled ballot papers', 'The number of ballot papers in mobile ballot boxes', 'Number of ballots in stationary ballot boxes', 'Number of invalid ballots', 'Number of valid ballots', 'Number of lost ballots', 'The number of ballots not counted upon receipt', 'Baburin Sergey Nikolaevich', 'Grudinin Pavel Nikolaevich', 'Zhirinovsky Vladimir Volfovich', 'Putin Vladimir Vladimirovich', 'Sobchak Ksenia Anatolievna', 'Suraykin Maxim Alexandrovich', 'Titov Boris Yurievich', 'Yavlinsky Grigory Alekseevich', 'url'], dtype='object') ~~**Edit 2** Please categorize this as 'dataset', not as a request. Thx.~~",not_spam "i found [this api](https://geo.fcc.gov/api/census/) but i have no clue how to use it. The api also says census block not tract. you guys have any ideas how to find the census tract from long and lat data? &#x200B; **SOLUTION:** for anyone else looking for the solution to a problem like this, just use this url and pop in the longitude and latitude data (probably mixed up where lat and lon goes) and you will get a json response. The census tract is the value of the key ""BASENAME"" [https://geocoding.geo.census.gov/geocoder/geographies/coordinates?x=longitude&y=latitude&benchmark=Public\_AR\_Current&vintage=Current\_Current&format=json](https://geocoding.geo.census.gov/geocoder/geographies/coordinates?x=longitude&y=latitude&benchmark=Public_AR_Current&vintage=Current_Current&format=json)",not_spam "I am collecting datasets about brexit. In case you know any kind of resources (surveys, statistics, tweets, .. etc) would appreciate if you can point out to it.",not_spam I know there aren't many cases but would like to know what products were used/ how long.,not_spam "Hello guys, two fellow researchers looking for Twitter datasets! Has nobody been able to save the SNAP Twitter7 dataset as a torrent? Or the dataset with 9,281,007 tweets across 135,825 users from this subreddit? In need of serious help! Thanks in beforehand!",not_spam "I am searching for data that include a set of merchants, with each merchants inventory. I imagine something like an extract of Amazon merchants and their product inventory, maybe even over time. I have found a couple of data sets with products and reviews, but not anything from the perspective of the merchants. Do you guys know of something of this sort?",not_spam "I cannot find a tabular set of fortune 500 companies by revenue anywhere without paying $1,000 to fortune for the 2019 set. My set could be any year in between 2015-2019 would suffice for me. Im wanting to calculate median revenue, average revenue, and quartile ranges of revenue please.",not_spam Wanting to keep an archive of the events of 1/6/2021. Does anyone have a list of videos and images of the protest?,not_spam "I am looking for a product (items) dimensions dataset that contains the item's length, height, width, weight, etc. For example, Amazon items or products with its dimensions. I found this one [https://www.kaggle.com/olistbr/brazilian-ecommerce](https://www.kaggle.com/olistbr/brazilian-ecommerce) from kaggle. Does anyone know other than this? Thank you",not_spam "Hi, I am looking for a dataset containing the exact location and some housing status information (like tenure) for households leaving in New York. Is there anything I can use?",not_spam Looking into whether there are available sources for Decedents in Europe similar to the DMF. Any thoughts? ,not_spam "patients should have diabetes. data should be like all parameters like fbs , pp2bs , fundus retinotherapy , creatinine ,urine albumine ,etc in the dataset",not_spam "I'm looking for ideas of personal data points I can collect about myself. Here's what I currently collect- - MyFitnessPal food intake - Fitbit step/heartrate info - Moment phone usage - Habit tracking using DO iOS app - Spotify tracking using LastFM - Browsing habits using Chrome/Safari History - Mint financial habits I'm interested in any other cool ideas you all have for personal data. A summer project I might work on is using a few API's and building a program that will bring all my data together and visualize it somehow. TLDR: What personal data points do you collect about yourself and how do you collect them? If you have any questions about gathering data points I detailed above I'll answer your questions!",not_spam "I'm teaching a machine learning course, and have been using synthetic data for most of my examples. I'd love to have simple datasets from the real world to use for demonstrations in class. Ideally n < 30, one binary variable, 2-3 continuous variables that explain most of the binary variable. One example I've used for univariate binary data is the Shuttle O-Ring failure, but I'd like something with at least one more covariate.",not_spam Hi I need help finding census results for the egyptian province of Sinai. I need to be able to clearly see its population over time. Could you please help me find it? Thanks!,not_spam "Hey all, we just released the dataset we collected at TechCrunch Disrupt to build [a computer vision powered chess board analyzer](https://devpost.com/software/chess-boss). The dataset is available for download here: [https://public.roboflow.ai/object-detection/chess-full](https://public.roboflow.ai/object-detection/chess-full) We also published a tutorial showing how to use it to [train a YOLO v3 object detection model](https://blog.roboflow.ai/training-a-yolov3-object-detection-model-with-a-custom-dataset/) like the one we used in our hackathon project. PS - this is our first trial run of releasing a public dataset through [Roboflow](https://roboflow.ai), a tool we're working on to improve the computer vision workflow. We'd love to have you try it out and get your feedback. We noticed that most of our time building computer vision powered apps was spent writing boilerplate code that wasn't specific to our project. We're trying to eliminate the need for the random python scripts everyone writes to manage storage buckets, convert annotation formats, clean data, and augment images.",not_spam "Hi guys, I'm looking for a something that shows NBA team regular season TV ratings by year for a paper I'm doing",not_spam "Hi all, hope this is okay to post here. As a final project for my regression course my group and I need to find a dataset online (multivariate) and use it to formulate and answer a research question. One or more of the following features must be present in the dataset: correlated predictors, categorical predictors, interaction effects, non-linear relationships. Any suggestions of potential datasets are helpful, thank you. ",not_spam Please help me as soon as possible.,not_spam "Hello frens, I made available a dataset containing 5000 scientific paper - conference slides pairs for the purpose of automatic slide generation, it is [Available here](https://www.kaggle.com/andrewmvd/automatic-slide-generation-from-scientific-papers). All credits are due to authors that made it public: Athar Sefid, Prasenjit Mitra, Jian Wu, C Lee Giles: Extractive Research Slide Generation Using Windowed Labeling Ranking. Proceedings of the Second Workshop on Scholarly Document Processing (2021). &#x200B; Cheers",not_spam "I am looking for real world datasets with a clear and dense community structure, structurally present in the network. Can you please tell me where I have to search for such datasets.",not_spam Basically I'm looking for collections of legal material that nobody reads,not_spam "[PsychoFlickr dataset](http://vips.sci.univr.it/dataset/psychoflickr/) More info on the [authorโ€™s website](http://www.cristinasegalin.com/) I downloaded the dataset but havenโ€™t figured out how the ids ( numbers) are binded to usernames in order to label the images with appropriate personality metrics. If anyone figures it out I would appreciate any insight.",not_spam "Hey guys, I'm new here but I thought I would reach out to you. I'm trying to complete my masters thesis on impact of telematics on motor insurance pricing. I have been struggling to find a suitable dataset formmonths now. I'm really loosing my mind because I don't have much time left to submit my thesis. I really hope you could help.",not_spam "Hello! I am in search of a dataset for a statistics project. Unfortunately the prof has not been helpful on where to find datasets. What I am looking for: At least 200 samples At least 3 continuous variables At least 2 categorical variables 1 dichotomous variable as an outcome variable for logistic regression (eg. sick and healthy) Preference for health related data sets If anyone knows where to find a dataset, or has a dataset I could use it would be appreciated :) I will be using R software to analyze the dataset which prefers excel format. Thanks in advance!",not_spam "... I was wondering something: does anyone have made a visualization regarding a trend in greenhouse tomato production ? Like how it increased over time and how biological and integrated production systems replaced conventional production systems? ",not_spam Is there anywhere I can download music sale data for past years and current? Thx!!!,not_spam "*(I just discovered this sub and immediately subscribed. This place looks right up my alley!)* I've got an application that analyzes a user-submitted license plate and attempts to validate whether it's in a proper format. I do this with a dataset containing possible regex combinations. For example, the state of Alabama may have plates in a format of: [0-9][A-Z]{2}[0-9]{4} [0-9]{2}[A-Z][0-9]{4} [0-9]{4}[A-Z]{2}[0-9] (or any of a number of different combinations). Arizona might have plates in the format of [0-9][A-Z]{3} [0-9]{2}[A-Z] [0-9]{2}[A-Z]{2} [0-9]{4} etc. I've managed to kludge together a list of a couple thousand permutations for the US and Canada but it's still very incomplete. I still find perfectly valid plates that aren't being vetted as correct. And I don't have any data at all for Mexico. Does anybody know of a good source of data for this?",not_spam "Are there any free, publicly available databases with ZIP codes, ZIP+4 Codes and corresponding County codes with FIPS codes if possible? I have the Census data but these don't have the ZIP+4 codes in them and that creates a problem. Google Earth Pro (which is now free) has this data but I have no idea how to pull this data out of Google Earth into a excel sheet or a csv. They also have county names in the same database. Regardless, any help regarding this would be greatly appreciated. ",not_spam "Does anyone know of datasets, either from state/national sources (e.g., school systems, federal cops, etc.) or local sources in large cities (e.g., NYC, Los Angeles) that would have some kind of reasonable reports of the kinds of incidents that were reported through lots of personal experiences on Twitter, facebook, etc.? I'm thinking of the reports of verbal harassment, notes left on cars, and possibly even assaults, either directly linked to Trump's win (e.g., the ""Now that Trump is president..."" incidents) or linked to the purported factors having to do with his win (e.g., racism, sexism, intolerance of LGBTQ+ communities). In other words, I'm looking for any data that might speak to the question, ""Did Trump's election win really cause an uptick in nasty incidents?""",not_spam "I know that in Computer Science, there are different types of data types - lists, trees, networks, relational, etc. But what about more semantic data types? Like, a date (a number, or a string, etc.), an address (a string, or a tuple of strings), a geolocation (tuple of two numbers). Does anyone know of any kind of meta analyses of this sort of thing?",not_spam "Is there anywhere I can find data on how much money is spent on mortgages and home loans in the US? I've looked through census data, Fred and on the IRS website but I can't seem to find anything on it. Also, is there any data on how much money is not paid to the government through taxes because of deductions? ",not_spam "Hi guys! I am a student at Swarthmore College, currently conducting a study on people's policy positions. The study is intended for a class project, and will not be published in a journal or anything similar. It would really help us out a lot if you could donate a bit of your time (15-20 minutes, depending on how detailed you want to be) - and you can choose to be entered into a raffle to win a $10 Amazon gift card! After the project is finished, I'll share any findings with you all to ensure transparency and so that you guys can see the outcome of the study you took part in. Please DM me about any questions and concerns. [https://swarthmore.az1.qualtrics.com/jfe/form/SV\_7O1T1Y1VsnQSpee](https://swarthmore.az1.qualtrics.com/jfe/form/SV_7O1T1Y1VsnQSpee) Thank you for your time!",not_spam "Hey everyone, Inspired by [u/numb\_my\_pain](https://www.reddit.com/user/numb_my_pain/) 's post the other day, I created my own anime dataset. I scraped livechart.me, which has seasonal listings of anime. I scraped the data using Microsoft Power BI's Power Query (with web queries), resulting in about 8k animes recorded. This includes seasonal anime, movies, OVAs, etc. Data was collected from the very first season (winter of 1907), up to winter of 2020, though there are many seasons missing throughout the years. The dataset is available on Kaggle: [https://www.kaggle.com/ze1598/animelivechart](https://www.kaggle.com/ze1598/animelivechart) Please let me know what you think as this is my first time putting together a dataset for distribution.",not_spam "I'm looking for a data set of workout logs. The most important columns would be date, exercise name, reps, and weight.",not_spam "Hi Reddit Users, I'm a graduate student working on my master's thesis in Educational Evaluations and Research. My topic for my master's thesis will evaluate how well state standardized tests for special populations (students with disabilities) measure intended proficiency targets. The state that I live in makes it really hard for students to get access to any kind of department of education data. So I decided to put a blast out to the reddit community to see what states provide non-aggregated standardized test data (specifically item level responses to each question) on their website. Or even states that make it fairly easy for students to obtain their standardized test data. If anyone has any advice that could steer me in the right direction, I would be forever grateful!",not_spam "My organisation has collected tons of bank transactional data (more than 150 000 customers during 2 years). The dataset is totally anonymised: no personal data or information is displayed. Only these information are available: anonymized ID, transaction date, merchant city, state, description, SIC Code and SIC Group, transaction type (wire transfer, payment, credit/debit card, checksโ€ฆ), amount and other fields What interesting things could we do with this data?",not_spam "These are the datasets generated in the process of writing my blog post [How to Scrape Data From Facebook Page Posts for Statistical Analysis](http://minimaxir.com/2015/07/facebook-scraper/), which scrapes a Facebook page and puts all the posts into a CSV for import into any stats program. You can download the [NYTimes data here](https://dl.dropboxusercontent.com/u/2017402/nytimes_facebook_statuses.zip) [4.6MB] and the [BuzzFeed data here](https://dl.dropboxusercontent.com/u/2017402/buzzfeed_facebook_statuses.zip) [1.5MB] The [GitHub repository](https://github.com/minimaxir/facebook-page-post-scraper) contains the raw scraper itself.",not_spam "Does anyone know of a dataset that contains a list of mergers performed by public companies, preferably from the last couple of years? I don't have access to SDC Platinum so I'm looking for other sources.",not_spam "A dataset on data center records (temperature, energy consumption, network traffic, etc.) could be really useful for researchers in the Big Data and Cloud spaces, and for developers writing monitoring tools in these domains.",not_spam "As the title states Iโ€™m looking for the original TBC dataset that is used in training BERT and other transformer models. Does anyone have a source for the original dataset? Thank you all in advance",not_spam "Hi. Does anyone know if there's possible to view metadata and exif data from snapchat images or videos? Or videos at all? Thanks",not_spam "Hello everyone, I'm looking for a dataset of ads (hopefully Google Ads) that have info such as the amount paid, amount of clicks, ad text, ad website, amount impressions, and any other data that can be associated with ads. It would be very helpful if anyone can drop down a link to a site that might have this type of data! :) Thanks",not_spam "I am looking to train a siamese network to implement face recognition using one shot learning, but I haven't been able to find a dataset that matches the requists.",not_spam "Im looking for a video dataset with (ideally) people performing some of the following actions: \- walking \- running \- Punching / smashing \- Looking in a car \- Crouching I have found some on kaggle and other websites but im wondering if the people here know of any that i may not know about or have looked over. Any help is greatly appreciated.",not_spam Title\^ trying to do a last minute dissertation :/,not_spam "Hey all, we've just published the dataset we used to create [BoardBoss](https://boardboss.com), a computer vision / AR app that shows you all the possible words on a Boggle Board. Here's a [demo gif](https://i.imgur.com/NhFW4vi.mp4). (You can see that app free on iOS [here](https://apple.co/2opAQRF), too) The dataset is available for download here: [https://public.roboflow.ai/object-detection/boggle-boards](https://public.roboflow.ai/object-detection/boggle-boards) Click ""fork"" to get the raw images, or select the 416x416-auto-orient to download preprocessed, smaller images. &#x200B; We're [Roboflow](https://roboflow.ai), a tool eliminating boilerplate code for computer vision workflows. You can add the images to your account or and one-click apply different preprocessing and augmentation steps that may improve your model's performance. Export them to any annotation format (eg COCO JSON, VOC XML, TFRecords), too. It's free up to 1GB of storage. I suspect you can pretty easily build a better model than us, and I'm hoping this dataset is a good ""MNIST for object detection"" parallel.",not_spam "Hi everyone. I'm involved in a problem on Kaggle. This is my dataset https://www.kaggle.com/minhhuy2810/rice-diseases-image-dataset As you can see, nothing is displayed in the data source tab. But when I click download, the downloading process still started. In short, I cannot download my dataset separately by version. Do you guys have any solution? Thank you!",not_spam "I have been looking for a data set that contains US Company Stock Market info for any subset of sectors Energy/Consumer/Finance/etc - with their daily price close Any help in pointing me towards the right compiled source will be much appreciated. I tried google fin, but it only allows me to download 1 company at a time, and I am of the belief that this info exists compiled somewhere. [Request] Stock Market historical Data Data points -Daily Price Close [Time span at least 10yrs] or Weekly Avg Price close -Company Ticker/Name -Sector -Any other company financials ",not_spam "Anybody know of any datasets of domains of conspiracy websites? Also, possibly hate websites? I have a database of >1m comments posted on a police forum and want to check the links that were shared in it.",not_spam "Hi, weโ€™re currently looking for UK personal injury/car accidents/ road traffic accident data for the U.K. if you have anything available, please message me and I will get back to you as soon as possible. Thanks",not_spam "Hi all, I've been lurking through the sub searching for some original datasets to do multivariate analysis in R (namely PCA, Factor Analysis, Discriminant Analysis, Hierarchical Clustering...). The condition is that it can't be in Kaggle nor UCI Machine Learning repository which is basically everything I find.. If anyone has any suggestions I will greatly appreciate it. Thanks in advance",not_spam Much appreciated!,not_spam "I have put together a zip file of all comments and submissions made to Reddit during the election period: UTC 2016-11-08 00:00:00 until UTC 2016-11-10 23:59:59 for comments UTC 2016-11-07 00:00:00 until UTC 2016-11-10 23:59:59 for submissions The reason I included an extra earlier day for submissions is so that comments made at the beginning of the dataset can still (mostly) be properly linked to a submission. All data like score information was removed because these comments and submissions were collected within a few seconds of being submitted. This means that fields like ups, score, gilded, etc. are not included since they would be useless. I am making this available to academics and dataviz people who are interested in seeing how Reddit reacted during the election period. Link to actual file: http://files.pushshift.io/reddit/requests/Reddit_Election_Raw_Data.zip Please feel free to PM me with any questions. ------------------------------ **Metadata:** sha256sum 34b6a42775f2abc03a5063913b9d0ffb59880c786b7d3c4a28ec8192bdde0963 Reddit_Election_Raw_Data.zip Number of comments / submissions: 2576713 RC_2016-11-08 2876675 RC_2016-11-09 2502357 RC_2016-11-10 309438 RS_2016-11-07 323042 RS_2016-11-08 350886 RS_2016-11-09 300991 RS_2016-11-10 9240102 total ",not_spam "I working for a trucking company, and I am trying to show multiple driving routes at one time. Does anyone have any experience with this, or can recommend a tool for displaying this data?",not_spam " Deezer.com 10,406,168 Artist DB We have scraped the Deezer Artist DB, right now there are 10,406,168 listings according to Deezer.com Please note in going through part of the list, it is obvious there are mistakes inside their system. Examples include and Artist with & in its name might also be found with ""and"" but the Albums for each have different totals etc. Have no clue if there are duplicate albums etc do this error in their system. Even a comma in a name could mean the Artist shows up more than once, I saw in 1 instance that 1 Artist had 6 different ArtistIDs due to spelling errors. So what is this DB, very simple, it gives you the ArtistID and the actual name of the Artist in another column. If you want to see the artist you add the baseurl to the ArtistID An example is ArtistID 115 is AC/DC [https://www.deezer.com/us/artist/115](https://www.deezer.com/us/artist/115) You do not have to use [https://www.deezer.com/us/artist/](https://www.deezer.com/us/artist/) if your first language is other than English, just see if Deezer supports your language and use that baseref French for example is [https://www.deezer.com/fr/artist/115](https://www.deezer.com/fr/artist/115) I am providing the DB in 3 different formats: I tried posting download links here but it seems Reddit does not like that so get them here: [https://pastebin\[DOT\]com/V3KJbgif](https://pastebin.com/V3KJbgif) &#x200B; **Special thanks go to** [**/user/KoalaBear84**](https://www.reddit.com/user/KoalaBear84) **for writing the scraper.** &#x200B; **Cross Posted to related Reddit Groups**",not_spam "I'm trying to investigate the impact of the PPE and plastic healthcare waste due to the surge in demand in this pandemic, and how it affects/or project to affect the current waste/plastic crisis we face in a global setting. Any dataset on this theme would be helpful with my research. Thanks.",not_spam For my stats class. I can't find anything to use on Kaggle or other websites.,not_spam "Hello Guys, &#x200B; me and my friend are students and we are looking for some datasets for a cluster analysis. We need to compare IT-Service (cloud computing, network and so) and find a way to cluster them. But we are not able to find any kind of datesets. &#x200B; Thanks in advance. Best regards, Django",not_spam "I have been looking for a dataset with percent religious affiliation by zip code, but have so far been unsuccessful. Would anyone know where to find this data? Even a rough estimation should work fine. I have searched the census website, but it doesn't appear that they track religion by zip code. ",not_spam "I am working on my final year project and I am unable to find a dataset which has text and emojis both. For example, ""Awesome product ๐Ÿ˜"". I am new to this domain can anyone please suggest me some datasets.",not_spam "Does anyone know a big data set that contains information about the age of the parents of newborns including the babies gender. It does not have to be directly about it but should somehow contain this information. It can be in the form of (gender baby, age mother, age father) or (persons gender, persons age, father age, mother age) or any version. As long as I can deduce the age difference between child and parents. So any additional information is irrelevant and can be included. I'm not sure if raw, non-cumulated data like this exists publicly available. But if it is anonymised (especially it is doesnt contain any family structures and sensitive information) I see a possibility. I didn't find anything that is super obvious or widely spread but maybe someone of you knows some data. There are of course plenty of websites that are publishing cumulated data in the sense of age structures - but no raw numbers. The only small data set that I found and that contains part of the data is [THIS](https://data.gov.sg/dataset/live-births-by-birth-weight-age-group-of-mother-and-child-gender) (data.gov.sg). &#x200B; I hope someone knows a good source.",not_spam Hi Iโ€™m just reaching out to see if anyone could point me in the right direction of where I could obtain a dataset of clothing preferably quite large and free as itโ€™s for a university project. Iโ€™ve found a few that require applications which is abit jarring and the likes of fmnist dataset doesnโ€™t work for me. So any help would be great,not_spam The only place I can find any information on this is through market research companies who want literal THOUSANDS of dollars for it. Does anyone know where I can find this information for free?,not_spam "Hello. I am working on undergrad research in econometrics and am seeking some advice/help in terms of finding data sets and picking variables. I have an idea chosen for my topic, but I need to make a official proposal including a rough linear regression equation to turn in to my teacher soon. My topic idea is to observe the causes for recent decline in female labor force participation in the US. I am hoping this topic is not too broad. Initially, I was going to look at whether campaign spending impacted voter share in Senate races from 2012 data sets, but I find this idea a tad boring and would like to make my new idea work if possible. My ideas for variables include the obvious: age & teen participation rates (16-24), race/ethnicity, educational attainment, children, martial status, avg weekly hours worked, etc. However, I wanted to also see if the increase in opioid addiction in the US could also be having an impact on labor force participation specifically for women, as well as paid family leave benefits in the US vs other countries and labor force participation of immigrant women. So with all said, does anyone have any suggestions for me both as to whether this topic is viable as a project in my course, given my limited time, as well as where I could find the data for such a topic? I have been reading a lot of literature on the topic, but having a hard time finding actual data sets that I could use for my regressions. Thanks!",not_spam "Hey all, I'm looking for a dataset that includes alliances among states that may not be codified by a treaty or other mechanism. I've attempted to use ATOP and Correlates of War, but they're too restrictive as they require a treaty to be in place to constitute an alliance. If anyone knows of one that quantifies alliances based on actions or behavior that'd be great. I'm specifically looking at countries allied with Saudi Arabia so if anyone has anything I'd appreciate it. Thanks!",not_spam "I wanted to perform an analysis of the distribution of different restaurant chains (e.g. McDonald's, Wetherspoons, Nando's, Wagamama) across the UK but was unsure of the best place to find data on this. &#x200B; I contemplated using the Google Maps API but I found no way to distinguish between, say, the restaurant McDonald's and a farm shop called McDonald's. I also tried the Yellow Pages website but that requires that you specify a location to search around. &#x200B; Any ideas?",not_spam "I need some reference data which lists out common job titles - i.e., lawyer, investment banker, dentist, doctor, consultant, etc. Any idea where I can parse this from?",not_spam Not from the market index. Every stock separately :),not_spam "Right now, the FCC is planning to dismantle Title II net neutrality protections that prevent companies like Comcast, Verizon, and AT&T from controlling what Internet users can see by throttling, blocking, and censoring sites and apps, or charging special fees that get passed along to consumers. Big Cable companies are pouring a ton of money into lobbying, misleading ads, and astroturf campaigns in an attempt to confuse the public. If they succeed, the Internet will never be the same. **[Weโ€™re joining an Internet-wide day of action (like the SOPA Blackout and the Internet Slowdown) on July 12th to help save net neutrality.](https://www.battleforthenet.com/july12)** Regardless of your political beliefs, this issue affects all redditors. Online communities like ours wouldn't exist without the principles of net neutrality that foster creativity and innovation on the web. Weโ€™ve worked together to defend the Internet before, now we need to do it again. **Letโ€™s have a conversation about how we as redditors can organize together for July 12th to make sure that decision-makers in Washington, DC listen to real Internet users, not just telecom lobbyists.** [Reddit](https://www.theverge.com/2017/6/6/15745974/net-neutrality-day-of-action-tech-companies) itself has agreed to participate in the day of action along with popular sites like [Amazon, Etsy, Kickstarter, Vimeo, GitHub, Mozilla, ](https://www.battleforthenet.com/july12/) and [Pornhub](https://motherboard.vice.com/en_us/article/pornhub-will-show-its-75-million-daily-visitors-why-net-neutrality-matters). [30 other subreddits](https://www.reddit.com/r/technology/comments/6g9pkl/reddit_lets_get_organized_more_than_30_subreddits/) have already joined too. This is going to be big. But thereโ€™s so much we can do together, from flooding the FCC and Congress with comments and phone calls to organizing in-person meetings with our lawmakers. Learn more about the day of action at https://www.battleforthenet.com/july12 and letโ€™s discuss in the comments! ",not_spam "Hey, I'm performing a study of factors that were determining the amount of protestors in Moscow from 2013 to 2020, but I couldn't find any datasets with relevant data. I've found datasets with the amount of detentions by OVD-info, but that's not particularly what I needed. There is also the ""White counter"" Twitter, but manually importing data from there to .csv would be hell. Does anyone have datasets for that topic? Time bounds are not strict, like data for 2011-2018 would also be great",not_spam Im always interested in gleaning more insightful statistics from these datasets. Not looking for emails and passwords,not_spam I want to make a food recommender system based on the tourist's country so I want to know the country's favourite dishes and their ingredients to predict what is the dish that he/she might like in other culture's famous dishes.,not_spam "Does anyone have any publicly available data on how much energy each country imports, ideally over the last decade, and from which countries these imports comes from? This might be a long shot, and i'm sure country-specific data is easier to find, but it would take me an eternity or two to find a same denominator for all countries, and clean the data. I was hoping someone's already done that. The closest I found is [World Bank EG.IMP.CONS.ZS](https://data.worldbank.org/indicator/EG.IMP.CONS.ZS?view=map&year=2014)[ Indicator](https://data.worldbank.org/indicator/EG.IMP.CONS.ZS?view=map&year=2014), but unfortunately it doesn't tell from which sources each country imports its energy.",not_spam "In case there's any other data enthusiast trying to find good data sets for India please try www.censusindia.gov.in And not data.gov.in",not_spam "Is there a dataset or an index to many datasets that holds transcripts of live television events like sporting, or nightly news, etc.?",not_spam "I've made a [github repo](https://github.com/SampleDataForChange/wapo-data-police-shootings) to ingest the Washington Post's [data-police-shootings](https://github.com/washingtonpost/data-police-shootings) csv data and publish it weekly as a documented and normalized (third normal form) SQL Server & SQLite database. CSVs are great for basic use, but my hope is to make the data easier to use for demos, examples, and of course analysis as well! I think the world would benefit from data like this being more readily attainable, so that is part of the larger project [Sample Data For Change](https://sampledataforchange.github.io/) that I work on in my spare time. Feedback is welcome and hope you find the data useful! I'm looking for more similar data sets to add to the project as well so any suggestions would be great.",not_spam "greetings so i am a master 1 big data and for my validation project i need to make a project with a large dataset. i found some sites with links to large datasets that might be suitable for a project but if i had to chose i would like to know if there is out there a free to access large dataset about any aspect of gaming. thank you",not_spam Is there a dataset of people speaking individual expletives? Otherwise it will be a long road creating audio files of people swearing...,not_spam Hello there. So as the title suggests I'm looking for longitudinal data about test scores at the school district level going back as far as possible. Any ideas? Many thanks.,not_spam "Hi all, Iโ€™m looking for speech to text data from police pull over interactions with drivers. Basically what did the cop say, what was the driverโ€™s response and so on. Iโ€™m not sure if this data is even available but if it is and you know where I can find it, please share.",not_spam "Hey guys, I've spent around a month working on a project where I'm analysing GitHub readme files. I've so far found a lot of the process of collecting and using the data pretty vague (or at least when dealing with large amounts of it). I've recently managed to (nearly) finish the data collection part of the project so thought I'd share some insight into how I managed to get it done with you guys (hopefully it smoothens the process a little for others going forwards). [https://www.kamwithk.com/big-data-from-public-apis-for-data-science-the-github-popularity-project](https://www.kamwithk.com/big-data-from-public-apis-for-data-science-the-github-popularity-project) Love to know what people here think (any advice/feedback is greatly appreciated)! Note that this is my own website and content (so I guess self-promotion).",not_spam "I'm looking for a dataset with pictures taken for the same person from a lot of angles, 180 degrees.",not_spam Thank you so much.,not_spam "Is there a way to look this up by table instead of individually ? Anyone here use CRSP or COMPUSTAT ? Do not have access to lots of databases so lots of suggestions to use yahoo or google api. I program in R so I started looking at sample code. Minimally I need a file with Monthly Stock, Price , Dividend from 1994 to present . everything else I can calculate or look up. Basically 20 years worth of data.",not_spam " I found an old timer in my shed, and its not turning on at night, but daytime rather, curious to see if my theory is right. Any help is appreciated. Maybe looking for the diffence in sunset/rise times over the years Any time lost between ? Im honestly not sure how to even start this. ",not_spam Does anyone have a slice of the content posted to Gab?,not_spam "I'm looking for a dataset that contains text entries with things like simple statements of actions or such that may be morally ambiguous. I'm very flexible as my experiment can be done with labeled or unlabeled data. It also doesn't have to be unambiguous. I'd also be open to similar datasets that could be modified. I've got plenty of experience with modifying massive datasets. So I'm just looking for some raw material to work with. Also would be interested in any links to related papers, anything that has to do with morality and deep learning. I've done some of my own searching, but of course I know lots of you know things I don't know!",not_spam "Hello! Iโ€™m looking for census data, specifically a table of racial distribution by tract, but am having a hard time finding it. Census.gov is quite horrible/AFF is officially shut down. Any tips? If it helps, Iโ€™m using R and am willing to use packages. I know of tidycensus but Iโ€™m unsure of whether I can get an api key now.",not_spam "Hey, where can I find data to display most popular podcasts by genre? Looking to build a project on my personal site",not_spam "I'm looking for the SALICON (Saliency in Context) dataset but the official download link appears to be offline: [http://salicon.net/download/](http://salicon.net/download/) &#x200B; Do you know any other links?",not_spam This link http://137.189.35.203/WebUI/CatDatabase/catData.html doesn't seem to be working. Are there any other places to download the dataset?,not_spam I'm looking for the data sets used in SAS Programming class but I can't seem to locate the ones online. I have the code used and the log output and I'm trying to see if I can retrieve those same data sets to rebuild my SAS 9 skills. I was wondering if if anyone knows where I can find that. Thanks!,not_spam "Hello all, Last year I worked on a grad school project, analyzing tweets regarding Amazon's HQ2 location. We collected tweets from late September 2018 (project start) until the official location decision announcement. The purpose of this project was to determine if sentiment regarding HQ2 cities (as determined via Twitter) could be used to predict which city Amazon would select. Additionally, we found housing price data in each of the 20 finalist cities; our goal was to explore whether sentiment regarding HQ2 was correlated with an increase in housing prices. At the attached GitHub link, you will find my .py file using twitter API to collect tweets and store them in a MySQL database, hosted on Python Anywhere. (Really good skill to have, review the code if interested.) A jupyter notebook contains code for our analysis. Additionally, a corpus of tweets regarding HQ2 (separate from training data) has been uploaded, where tweets were tagged as positive or negative sentiment. Lastly, (and likely of most interest to everyone) a .csv file with 2300+ tweets regarding HQ2 and various finalist cities has been uploaded. I hope this dataset is useful to you; it certainly was a fun and rewarding project for me. [https://github.com/jdmoore7/hq2Analysis](https://github.com/jdmoore7/hq2Analysis)",not_spam Does anyone know where this data can be found?,not_spam "Hello everybody, I am learning Data Analysis and wanted to make a small test with a reduced Database so I have put together a Pokemon Dataset with all Pokemon with Pokedex National Number until 8th Generation with around 50 features. I hope you find it useful. [https://www.kaggle.com/mariotormo/complete-pokemon-dataset-updated-090420](https://www.kaggle.com/mariotormo/complete-pokemon-dataset-updated-090420)",not_spam "I'm a data science student who's psyched about the great opportunities in the field. Armed with nothing but enthusiasm and gut, I've ventured into the field by taking some python data science courses on datacamp, and udemy. In conjunction with a general introduction to python coding, I'm now familiar with the following python packages: ยถ Numpy ยถ Matplotlib ยถ Pandas As a graduate of economics, I have a background in statistics and econometrics. However, I believe there's more than meet the eyes in data science field. Sequel to that, I'm seeking an avenue by which I will get my hands dirty with real-world problems. I will best learn and build the necessary skills that way. Therefore I am looking for someone I will assist in data science projects. No payment is required as I am not an expert yet. I will help you do some works, following your directions and on the process, I will develop some necessary skills. Please contact me: Amaechiv4@gmail.com",not_spam "Hi, I'm looking for a dataset with multiple (4+) binary variables that are related to each other in a non-trivial way (e.g. they are not just dummy variables for some categorical feature). My idea is to use such a dataset as a use case for the tool for multiple sets visualization I've recently created ([https://github.com/gecko984/supervenn/](https://github.com/gecko984/supervenn/)). I was thinking about possible uses for the tool to outline in a blog post I' writing, and binary features came to my mins as a possible source of sets that might be interesting to visualize. Unfortunately, I haven't been able to find such datasets yet. Any suggestions will be very appreciated. Thank you!",not_spam I'm doing a project where I need to find restaurant groups in the 15 largest cities in the US. Any ideas on how to go about this? Haven't been able to find much other than a few state business registration databases which don't end up being particularly helpful.,not_spam "Looking for a dataset that can be cited by a reputable source - ie. not through Kaggle or the UCI repository. Needs to be a relatively simple classification problem - categorical and continuous variables inclusive, no image classifications either. 1000 row, 5 variables min",not_spam "I was looking to do some LEGO sorting using object detection (my friend is building the actual sorter, I'm writing the software) I looked around for labeled datasets, but couldn't find any good ones. The ones I did find were fairly limited (basic parts, not enough variation, black background, no bounding boxes, etc.) [example](https://www.kaggle.com/marwin1665/synthetic-lego-images-images22) So I scripted Blender to generate a synthetic dataset for 600 unique lego parts with multiple parts per image resulting in **900,000 labeled class instances!** **Download it here:** [**https://www.kaggle.com/dreamfactor/biggest-lego-dataset-600-parts**](https://www.kaggle.com/dreamfactor/biggest-lego-dataset-600-parts) What's cool about this dataset: * It's the largest publicly available LEGO dataset for object detection * Uses SoTA domain randomization techniques to bridge the sim-to-real gap * Cheap to generate more data with [DreamFactor](https://dreamfactor.newnoetic.com) I'd love to know if people find this useful or interesting, I can also release the trained PyTorch model as well ๐Ÿ˜‡",not_spam "This is a x-post from /r/bigdata Over the last two years, we have been designing, building, and testing a payload to be flown to the International Space Station. Our project is called GLobal AIS on Space Station (GLASS). Here are some details: * The purpose of the GLASS project is to track maritime vessel traffic worldwide from the International Space Station. * Most vessels over 300 gross tons must transmit an [Automatic Identification Signal \(AIS\)](https://en.wikipedia.org/wiki/Automatic_Identification_System), which is detectable from space. * We are looking for evaluators to participate in a one-year applied research initiative. * We are specifically looking to work with businesses, government organizations, and academic researchers and institutions. * The hardware is complete, and will launch on a SpaceX vehicle this summer. * When the hardware is installed, checked out, and operational, we will begin offering the data to evaluators. * After the one-year evaluation period is over, we intend to commercialize the platform. Anyone interested in participating in the project should visit [our website](http://www.jamssamerica.com/glass-overview/) for details. Thanks!",not_spam "I've been working on a project to make it really easy to visualize location data. I posted to r/gis about a month ago and got some great feedback. I wanted to share it here as well to see if anyone else might have any suggestions on how to improve it. Table & Map makes it easy to visualize your location data in an interactive map. Upload or paste an excel or csv file that contains latitudes and longitudes or addresses and instantly see your data in a table and map. I have a few example datasets on the homepage that you can use to test if you donโ€™t have a location dataset available. [https://tableandmap.com/](https://tableandmap.com/) Thanks all!",not_spam "Hey guys, Can you help me out with any data sources regarding Digital transformation in Sports Industry over the years? I have to make a dashboard regarding that but cannot find much data sources. Any leads would do",not_spam "Hello, I am currently looking to complete a project that would require data on betting line movement in any professional sport (preferably NBA or NHL). Does anyone know where I could acquire this?",not_spam "Looking for something that shows the breakdown of U.S. political offices by party over time. For example, something like: Year/Month | Republicans in House | Democrats in House | Republicans in Senate | Democrats in Senate | Republican Governors | Democratic Senators",not_spam "I'm very aggressively learning my way through R programming before the start of the next academic year. I've been reading several books and tutorials but I'd like to put it into practice. I have always wanted to make some comparison between salary and various personal attributes. Perhaps someone knows of a dataset (even a small one) which could be used for this purpose. Any attributes are fine but I would particularly like height as many articles keep talking about how many CEOs are over a certain height or ""how an extra inch taller is worth so much per year"" but I am struggling to find their data sources. Thanks in advance.",not_spam I'm working on my master's thesis 'Anomaly detection in online social network' but i am not getting any results when searching. does anyone have a lead on where i can get such a data set?,not_spam "Greetings, &#x200B; I am attempting to write an undergraduate econometrics paper but could REALLY use some help. In order to do so (based on my topic) I am searching for a dataset containing the following information (with at least 200 data points): &#x200B; * Total life insurance coverage * Income * Home Value * Geographic region (preferable at least three regions within the US) * Number of kids * Age * Level of education If it has most but not all of these, that will be okay as well. But I for sure want to have it include the total amount of life insurance, and income of the policy holder",not_spam "I want to provide autocomplete suggestions in technical domains. E.g. if I write block, I want suggestions such as block cipher. Does a dataset for this exist? On Kaggle there is ""Wikipedia Article Titles"" which could be a suitable starter but was wondering if there is anything more refined.",not_spam "So I've been searching quite a while for a big list where typical business hours for different countries are available. I'm not referring to annual working hours, but rather the time your average office employee is usually considered to be working, e. g. the famous ""nine to five"" for most Western countries. I'm aware that outliers exist but in my country for instance, early birds start working at 7, the late ones usually leave at about 5. Sure, some may start at 6, some may leave at 7, but those aren't the norm in an office setting. If deviating break habits, such as the infamous Spanish siesta, are covered as well - even better. Thank you in advance.",not_spam "[Kaggle link](https://www.kaggle.com/colinmorris/favicons) I scraped these about a year ago, with the intention of training some generative neural networks on them. I never ended up finishing that project, but I thought other people might have some use for the data. I made a little [notebook](https://www.kaggle.com/colinmorris/unusual-favicons-a-brief-survey) that shows some examples from the dataset, with an emphasis on exploring examples that are unusual in various ways. Because they're naturally tiny images, (16x16 is the most common size), my hope is that they might be useful as an MNIST-like dataset that can be used to play with deep learning models without prohibitive hardware/time requirements.",not_spam "I wrote a script for my Assignment, which extracts images from Google Images and creates a Image Classification Dataset. I want to know if this would be helpful to others. It might have a few bugs here and there, also I believe that with little adjustments it could be extended for other sites as well. If anyone is interested, do tell me. &#x200B; Here is the link to the gist: [https://gist.github.com/Ehsan1997/dce2cbc529f9b3a9b82a70c8e6eb3bdd](https://gist.github.com/Ehsan1997/dce2cbc529f9b3a9b82a70c8e6eb3bdd)",not_spam "I have to show the working of a classification algorithm like Naive Bayers in my data science class project. I'm trying to find datasets but, most of the common topics like weather prediction, cancer prediction, etc. have already been taken by other groups in my class. I have tried to find datasets on many websites but I'm not getting any dataset which has something worth predicting or sometimes the datasets have way too many feature columns. Do you all have any suggestions for a dataset where I can predict something by using less than 10 features?",not_spam "Hi! I'm a high schooler tinkering with neural networks, and I decided to do a project on E. coli infection case prediction for my school's science fair. I was wondering if there was anywhere I could find E. coli cases/incidences per US state, per week/month? Apologies for the noob question. Up until now most of my projects have just been random things with toy datasets.",not_spam I want a dataset so i can model where a crime might occur . Predicting lat and long.,not_spam "I was wondering if there was any way to get, say the percentage of people fully vaccinated in California on June 5th - as said by NYT? I tried the wayback machine ([example link](https://web.archive.org/web/20210420091356/https://www.nytimes.com/interactive/2020/us/covid-19-vaccine-doses.html)) but not all of the buttons work, and I can't imagine it would be very fast to collect data for all 50 states going back 'till Jan or Feb.",not_spam "Hi r/datasets: I'm looking for or a free dataset of hypertext links and meta descriptions to each and every news story from major news sources such as CNN, BBC etc. I'd like this dataset to include tweets from the twitter handles of these sources as well. Any suggestions would be helpful ",not_spam "I am happy to announce that I finally finished cleaning, organizing creating baselines, and uploading the first version of the **Massive 33 datasets collection of** [**Openpsychometrics**](https://openpsychometrics.org/) The whole project took me around two weeks to clean and organize (way more than I planned) so please if you find this of value: Your feedback & support is highly appreciated! **Why would you want to work on them?** * **Small** \- Size is similar to titanic. * **Clean** \- Someone on this cleaned them a lot! * **Intuitive** \- You see what was the question. You see what the individual answered. Nothing more. Nothing less. * **Funny & Fun to work with** \- Questions like Would you rather own a gun or do the dishes? * **Has the prettiest starter notebooks you have ever seen in your life**Seriously. I invested an embarrassingly amount of time on the basline notebooks. check them out! ## The Collection: The collection includes 32 psychology & pseudo-psychology datasets, links are all here: [https://www.kaggle.com/general/284428](https://www.kaggle.com/general/284428)",not_spam "Iโ€™m looking for a dataset that shows gas prices for major gas stations over the years. I am doing a final project and want to create something similar to gas buddy using python. Canโ€™t find anything. Any help is appreciated Thanks!",not_spam "A subreddit I frequent (r/nomansskythegame) is getting steadily more people online as a big update looms. I am expecting this to go down quite quickly after the update releases due to people playing and not browsing. Is there a way I can see these figures?",not_spam "Hi! I'm trying to find a database with recent climate/environnemental disasters and the rate of female mortality in the last years ( lets say 2000-2020) in Asia. I have easily number of deaths, but thats all. If anyone knows on the top of their head, please let me know!",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. Here you can rant, go off-topic, or self promote even but please be civil. P.S: Suggestions for this subreddit are always welcome.",not_spam "Hey, everyone. I'm working on an infographic and I need a reliable source/s that would contain information about the average temperature in every continent over the period of the last 100 years (at least). It could be by year or by decade. I'll really appreciate any help I can get as I need specific data for this project and can't seem to find any source on the internet that would include all the info I need. Many thanks!",not_spam Hey. Currently looking for a list of foods by the country they are from along with the recipes and ingredients. Anybody have any datasets I could merge to find this sort of data? Or any websites I can scrap?,not_spam "I was wondering if anyone can recommend a good site. So far I've found [statcounter](http://gs.statcounter.com/#resolution-US-yearly-2012-2013-bar) but was wondering if anyone here can recomment a better source or say if statcounter is good. I'm doing research for a paper and I need some data about browsers, users, screensizes for users from the USA, Germany and China.",not_spam "Does someone know of a clothing data set (preferably from online stores) which includes the clothe's composition such as ""100% cotton"" or ""20% acrylic 80% cotton""? Thanks in advance!",not_spam "Does anyone know about API with information about lockdown in your country? For example, I want to know about lockdown in the UK - how long does it take and what exactly is closed.",not_spam "Looking for charts or data that can help understand: * how much data is being generated per person in the world (over some period of time) * the growth of personal cloud computing services (G'Drive, Dropbox, OneDrive, etc.) * How much personal/private data is being generated at any given time * How many pictures are being taken overtime (for the last n years) Thanks!",not_spam "Can someone guide where I can get real-time data (preferred healthcare data) for BI and Data Analytics self project along with business requirement? 1. OLTP or OLAP sample data 2. Laod into Power BI/SSAS Tabular 3. Design the data model 4. Define the relationships 5. Create complicated measure 6. Design the Dashboard 7. Publish Into Power BI service Thanks",not_spam "What is colder than a witch's tits? I have a dataset of temperature readings from 444 pairs of tits, categorized by witch. and not a witch based on personal declaration. I have included ambient air temperature, barometric pressure, and the infrared thermometer's stats. What kind of insights could I glean from that data set, and how should I massage the data? Just working on the averages witch's tits are 1.048 degrees Fahrenheit cooler than Non-witches tits. Witch not a Witch 88.3 87.7 Weather Data 83.8 80.1 https://www.wunderground.com/history/airport/KUCP/2016/8/1/DailyHistory.html?req_city=Slippery%20Rock&req_state=PA&req_statename=Pennsylvania&reqdb.zip=16057&reqdb.magic=1&reqdb.wmo=99999 88.3 87.4 83.3 85.2 Mean Temp F. 87.3 90.6 71 84.6 78.6 87.1 84.6 Average Humidity 87.8 85.2 65 83.7 78.4 87.2 87.3 wind 84.5 90.6 1 ne 89.8 81.9 82.1 82.9 pressure 78.7 92.2 30.08 78.2 80.4 83.9 82.9 83.1 85.9 81.4 84.6 88.8 83.5 87.3 77.6 84.96 84.38 ",not_spam "Location of turbines/hydro/solar panel and maybe thier outage? Other options/ideas are welcome. I'm a Canadian myself but anywhere in the world with a good data would work :) Edit: I just want to say thank you to all the comments! I woke up to a pleasent surprise to everyone that helped out :)",not_spam Hi everyone. I'm looking for a data set which has restaurant menus. I'd like to use it for a website I'm making. ,not_spam I have to analize and compare these datasets with another dataset that I managed to find (esports audience) with python. I searched everywhere but I couldn't find them.,not_spam "The Reddit July, 2017 (RC_2017-07.bz2) file is now available. For the month of July, 2017, a total of **81,798,725** publicly available comments were ingested. This is over a 22% increase in comment activity from July 2016. There were more comments posted in the month of July, 2017 than all of the comments posted for the entire year of 2010. The entire comment corpus now contains 3,411,017,733 comments ( ~2 TB uncompressed / ~315 GB compressed). ________________________________ **The file is available here:** https://files.pushshift.io/reddit/comments/RC_2017-07.bz2 **SHA256SUM:** 9c74ce27654efc7ec5fbe7b59a2856a7730e66724655b25866b94491f6b2e486 If you have any questions about this or other datasets available via files.pushshift.io, please let me know. *The July, 2017 submission file (RS_2017-07.bz2) should be available in a few days.* *Also, a higher compression format (xz) will also be available for July's comments in approximately one day (it takes a long time to compress these huge files!)*",not_spam "Does anyone know the sources for raw data? I found a few websites that visualize the data, but can't find any raw data sets. I even tried looking at network calls in Chrome devtools to see if the sites are querying an api endpoint for the data. I am really surprised there is not more interest for this in this reddit and [r/dataisbeatiful](https://www.reddit.com/r/dataisbeatiful/) [https://calculla.com/coronavirus\_2020](https://calculla.com/coronavirus_2020) [https://bnonews.com/index.php/2020/01/the-latest-coronavirus-cases/](https://bnonews.com/index.php/2020/01/the-latest-coronavirus-cases/) [https://thewuhanvirus.com/](https://thewuhanvirus.com/) [https://3g.dxy.cn/newh5/view/pneumonia?scene=2&clicktime=1579582238&enterid=1579582238&from=singlemessage&isappinstalled=0](https://3g.dxy.cn/newh5/view/pneumonia?scene=2&clicktime=1579582238&enterid=1579582238&from=singlemessage&isappinstalled=0) [https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6](https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6)",not_spam Is there a free dataset out there for Canadian postal codes that includes their longitude and latitude?,not_spam "I'm working on a project which needs to look up locations within a given timezone. I was wondering if there is already a dataset as I haven't found anything yet! **UPDATE**: I couldn't find anything that worked for me, so I ended up crawling the data from online. I put the data I used up on Github for future reference. [Link to Github Repository](https://github.com/ajn0592/locations-by-utc-offset)",not_spam "Heya, I'm looking to find monthly climate data for **each individual country** (that needs to include average temperatures, sunlight hours and precipitation) for 2019. I need to real values as opposed to differences between years. Example: [something like this](https://i.imgur.com/qP1H06S.png) for each country Would anyone happen to know where I can find this data?",not_spam "I'm looking for data on how many Android phones have which display height. Note: I'm not interested in physical height (inches) or number of physical pixels, but in the number of **density-independent pixels (dp)** (more info [here](https://developer.android.com/guide/practices/screens_support#dips-pels)). My goal is to know how prevalent small displays still are, and use this info in my work as a designer for mobile apps. I'm aware that regional differences exist, so I'm focusing on the US for now. Europe would also be ok.",not_spam "I am looking for a dataset to analyse for a semester project in a data science class. It needs to have at least 1000 records and 10 fields, with at least 2 numeric fields, at least 2 text fields, and at least 1 date/time field (although I think I can get away with not having the last one). I would also like it to be related to animals, as I am going for a biology minor.",not_spam "I'm searching for the 'most common' mortality tables for the United Kingdom, alternatively England. The best results would be a table that might be used as the basis for the official government regulations in retirement planning, or life insurance/assurance. Thanks much! Edit: I'm looking at the ""National Life Tables"" at this link. If this is a 'standard' source, please confirm. [https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/lifeexpectancies/bulletins/nationallifetablesunitedkingdom/2016to2018](https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/lifeexpectancies/bulletins/nationallifetablesunitedkingdom/2016to2018)",not_spam "Hey, I am looking for a dataset about XG and also specifies what kind of shot was it - shot on target, off target, goal. This will help me evaluate the keeper stats and the XS. Any help would be appreciated.",not_spam "Hi I am looking dataset for sales year on year of the soccer/football game fifa. Does anyone know where I could get this? I would like the data right back to the very first fifa game.",not_spam "just .wav files or .mat files for inner race, outer race, rolling element failure bearings.",not_spam I find this fascinating and I'd love to represent this data visually.,not_spam "I'm looking for the average daily land surface temperature of the entire Earth, calculated once per day",not_spam "For a project I'm working on, I would like to use a large set of prewritten madlibs. List of nouns/verbs/adjectives would a plus. I *could* scrape reddit/twitter/books for a bunch of random posts/sentences, but if there's already something in existence that would be amazing.",not_spam "About \~1000 of the words don't have any separation, but the majority do. I also provided a notebook with the code for parsing Webster just in case you have a word list of more words you want to find the separation of. Link: [https://www.kaggle.com/arnavsharmaas/words-and-their-syllables](https://www.kaggle.com/arnavsharmaas/words-and-their-syllables)",not_spam looking for social media text in multilingual fashion,not_spam "I need a lot of images of the following organelles through a light microscope: Nucleus Mitochondria Golgi Apparatus Smooth ER Rough ER These images should only be of animal cell organelles, and please separate the images of different organelles by some means. Thanks!",not_spam "Hey, I've created a tutorial on how to calculate descriptive statistics using the summary() function in the R programming language: [https://statisticsglobe.com/summary-function-in-r/](https://statisticsglobe.com/summary-function-in-r/)",not_spam "I have been looking for some sample data sets to use in Tableau to start building a personal portfolio. I havenโ€™t had much luck in finding some practice data sets that arenโ€™t the SuperStore sales data... If you have any suggestions I would really appreciate it. Thank you!",not_spam I would like to find a historical dataset of movie box office amounts (not just the hits). Any other data would be appreciated as well.,not_spam "Hi, I'm looking for a dataset (results and statistics) containing data about European football leagues (champions league, Europa league and regular championships) from the past 30 years or so.",not_spam "If you're looking for GeoData, try checking here first. GeoCommons has also built and opensource geocoder (http://github.com/geocommons/geocoder) at GitHub to help everyone work with geodata. hope this is useful. ",not_spam I need a dataset of images before and after applying atmospheric corrections.,not_spam "Pretty much what the title says. Can anyone share a dataset which has there 4 data points for each observation. ATIS has utterance, intent and slots, but no response. Many QnA datasets have just utterance and response. I'm looking for something that has all four items. Please help. :)",not_spam "Hi, anyone knows about any free data sources on anything related to European Millennials? (Datasets containing Italian ones are preferable) Thanks in advance",not_spam "Pretty much the title, I am looking for datasets where people rate each other based on some services exchanged. But more critically, it would be awesome if there are multiple interactions between any given pair of individuals X,Y. So, I guess that would rule out the like of Uber/Airbnb where with the number of participants so high, repeated transactions between a single pair are less likely. Any pointers would be really helpful.",not_spam Does anyone know of a place to find data about Tricare?,not_spam "Hi there! We've just added a new dataset to Gourdian, this one courtesy of Google's Project Sunroof. This dataset essentially describes the rooftop solar potential for different regions, based on Google's analysis of Google Maps data to find rooftops where solar would work, and aggregate those into region-wide statistics. It comes in a couple of aggregation flavors - by census tract ( https://gourdian.net/g/eric/sunroof_solar.solar_potential_by_censustract#summary ), where the region name is the census tract id, and by postal code ( https://gourdian.net/g/eric/sunroof_solar.solar_potential_by_postal_code#summary ), where the name is the postal code. Each also contains latitude/longitude bounding boxes and averages, so that you can download based on that, and you should be able to do custom larger aggregations using those, if you'd like. This dataset seems like it'd be interesting to cross reference with things like weather, and perhaps electricity prices, to find the best places for people to invest in rooftop solar. If you have any other ideas of what it'd be good to combine with, let us know, and we can try to prioritize ingesting those!",not_spam "I have searched Reddit for the required dataset but it has some problems. Please have a look here [https://www.reddit.com/r/redditdev/comments/k2stws/getting\_post\_from\_a\_subreddit\_only\_from\_users\_of/](https://www.reddit.com/r/redditdev/comments/k2stws/getting_post_from_a_subreddit_only_from_users_of/) Any suggestions would be of great help.๐Ÿค—",not_spam "Hello, everyone, I'm looking for a fairly big dataset with both discrete(categorical) and continuous(numerical) attributes (like at least 5 of each type of attribute). I've been searching lots of different websites and have been unable to find one so any help would be much appreciated. Thank you!",not_spam "I would like to request a dataset that ranks the best films of all time using the average of the films performances with (Academy Awards, Box Office, and Critic & Audience rating.) https://flickmetrix.com has a similar system but it only ranks the data using aggregate critic and audience scores. Thatโ€™s why I believe adding in the other data will give us a more accurate idea of what the best movies are. In the method im suggesting I was able to figure out โ€œGone With The Windโ€ is likely the best movie of all time. Itโ€™s #1 in Weighted Box Office sales, won 8/13 Oscars including 4/5 of the main categories, and has an 84/100 on flickmatrix which has already compiled the other scores for me. Im just unable to create a system or dataset like flickmatrix that uses my system and I had to manually figure out the data for box office and academy awards and add it to flickmatrix data. ",not_spam I need images of music symbol extracted from music sheet images with staff lines on it. Thanks for the help!,not_spam I am looking for the demographic information likely from the US Census ACS broken down by voting precinct for congressional district 6 of Minnesota. There are 281 precincts in the district.,not_spam "Hello /r/datasets, I'm just starting to think about learning Python to compliment my other data analysis skills. I currently use SAS, and STATA. Over the past 10 years I've learned to program in C, C++, Java, and Visual Basic .Net. However, I'm not proficient in any of them currently as I haven't used any of them in past ~4 years. Where would you recommend I start if I'm interested in learning Python? I know some great tutorial sites have to exist, but what do you suggest? Thanks!",not_spam "Hello, I'm looking for a sample dataset which I could use to test a mainframe supply chain analytics platform. This wouldn't do anything too complex but I need a dataset which has inventory levels, a product master, bill of materials, and demand. ",not_spam "Is there some data set for Game of Thrones, characters from the series or similar?",not_spam "I am trying to compare fan curves directly, but manufacturers have only sent me .jpg images of curves so far. [example of some curves i was given](http://imgur.com/a/aRLCT) Is there an easy way to take these curves and make data points in an excel format? Only way i know is counting pixels/distances, comparing them to the axes of that curve, and writing down every point i want to take into excel. If this is the only way that is fine, but i was hoping there was another technique i can use. any assistance will be greatly appreciated!",not_spam "I am interested in visualizing the centers of activity related to mobile technology, i.e., mobile app development, sales, and use; phone sales and types, tablets, companies, mobile working, mobile learning, etc.; essentially an attempt to capture all mobile technology related activities, commerce, and economy. I imagine there isn't some magical source of data, but I'm hoping this sub can at least crowd source some ideas on sources of data that could be combined into a visualization. ",not_spam "As I mentioned in a previous post, starting in 2018, I will be making daily submission and comment dumps available. As an example of what is to come, I am creating daily files for October and November so that you can begin using them in scripts, etc. The location for the daily files is https://files.pushshift.io/reddit/daily The entire month of October is available now in that folder (one file per day). The file name is RCS_YYYY-MM-DD.tar.xz The files are highly compressed using xz with the -9e (extreme) setting. They take longer to create, but it is well worth the increased compression time due to the high compression ratio (close to 90% compression). Each day is between 250-350 megabytes. There are two files inside each tar file. There is a comment dump (RC) and a submission dump (RS) within each file. If you are interested in testing out scripts or just want to play around with some data analysis, just one of these files will provide you with over 2 million comments and hundreds of thousands of submissions. Let me know if you have any questions and/or suggestions. If you have already downloaded the October monthly submission and comment dumps, then you already have the data that is contained in these files. For those of you who could not handle the large monthly dumps, these daily files will give you a chance to play around with the data. ________________________________ To get started immediately, here is a link to the October 31 (Halloween) file: https://files.pushshift.io/reddit/daily/RCS_2017-10-31.tar.xz (~ 344 megabytes compressed). The uncompressed file sizes are: RS_2017-10-31 796,500,058 bytes RC_2017-10-31 1,918,526,219 bytes (~2.8 gigabytes of data compressed down to ~344 megabytes) **Hint: (Examples below assume you are using Ubuntu or some other Debian flavored OS)** You do *NOT* have to uncompress the files to use the data. You can stream straight from the tarball if you are low on space. Here's how to stream the comments to standard output: tar -xOf RCS_2017-10-31.tar.xz 'RC_2017-10-31' This will stream the submissions to standard output: tar -xOf RCS_2017-10-31.tar.xz 'RS_2017-10-31' If you install jq (apt install jq), you can easily view just the comment bodies directly to standard output. Here is how to view the first 10 comments without having to uncompress first: tar -xOf RCS_2017-10-31.tar.xz 'RC_2017-10-31' | head -n10 | jq '.body' You can also extract only comments matching a certain subreddit directly to STDOUT: tar -xOf RCS_2017-10-31.tar.xz 'RC_2017-10-31' | jq 'select(.subreddit | match(""askreddit"";""i""))' This would extract all comments from /r/politics and send it straight to a compressed file without the need to uncompress the file: tar -xOf RCS_2017-10-31.tar.xz 'RC_2017-10-31' | jq -cM 'select(.subreddit | match(""politics"";""i""))' | gzip -9 > politics.gz Output only comments with a score greater than 100 and have been gilded: tar -xOf RCS_2017-11-11.tar.xz 'RC_2017-11-11' | jq -cM 'select(.score > 100 and .gilded > 0)' All publicly available comments and submissions made on that day (UTC) are contained in the tarball. Good luck!",not_spam "For example, any population percentages of how many people are suffering from mental illness from 2000-2017.",not_spam "Hi everyone. Iโ€™m working on a project and Iโ€™m trying to find data on how virus outbreaks affect attendance of amusement parks. Iโ€™m trying to get an idea of how the Corona Virus might impact amusement park attendance. I thought the best way to do this would be to look at past data regarding other outbreaks and see how they affect amusement parks. Does any have any ideas on where to find this data? Any help is appreciated, thanks!",not_spam Iโ€™m looking for a hospital data set of patients treated for carpal tunnel syndrome and their characteristics and objective as well as subjective findings and their outcomes following surgery or non operative treatment for a new diagnostic application . Minimum dataset ideally 5000.,not_spam "Hi guys, I'm working on a computer vision project and I'm looking for a specific type of dataset. The dataset should consist of aerial images of birds, preferably while the birds are on the ground. I've already tried to look for videos which contain birds on the ground but had no luck finding anything useful. If you've come across such types of footages, please post a link in the comments. Thank you!",not_spam "My project topic has to be presented tomorrow for my capstone, Can I get some ideas involving machine learning I can perform on smart watch Data, Fitbit and apple watch of 10 people.",not_spam "Hi, So Iโ€™ve been maintaining a spreadsheet thatโ€™s automatically been recording the date and time that I go to and leave work each day using a GPS app on my phone. Iโ€™m looking for ideas on the best way to visualize data. Part 2: Similarly to the first part, Iโ€™ve been using the same app to record data (same format, i.e. date and time) for when I visit my clientโ€™s office (because Iโ€™ll be working with this client for the next two years). At some point Iโ€™d like to combine the two so that I have a visual for the time in and out of my office and my clientโ€™s office. Looking for visuals that represent this data by (i) day of the week (ii) by month ",not_spam "Hi datasets! Iโ€™m looking for a dataset that has the first names of children by family. Something like ChildName, familyid Erik, 1 Laura, 1 Sean, 2 Chris, 2 Brian, 2 Iโ€™ve searched everywhere with no luck and am hoping to use it to build an algorithm that will help me pick out a name. Thanks!",not_spam "I want to analyze whether there is an effect between low crime rates and demand for crime fiction, because I have the sensation crime fiction or true crime podcasts are especially popular in safe countries of e.g. Scandinavia or Western Europe. If you know of data on state or regional levels I would be happy as well. Data on the individual level would be even better obviously, supposing people with fewer contact to crime are more interested in crime fiction. I've been looking for datasets but couldn't find anything so far. Thanks! Looking forward to your answers :)",not_spam "So I am working on a fire prediction model and one of the datasets I am using is this fuel dataset from land fire.gov: https://landfire.gov/fbfm40.php I am using the python library, Rasterio, to read the dataset, but need a way to get a specific pixel value based on a long lat coordinate. Does anyone have advice on how to do this? Help is much appreciated!",not_spam "Student Attendance in Texas at the beginning of the 2020-2021 academic school year. Looking at variables such as weather, COVID-19, and demographics of schools as it relates attendance via location or grade level. [Link to Kaggle Dataset](https://www.kaggle.com/chrisiortiz/school-attendance-in-texas-covid-weather-ses)",not_spam "I need a data set that contains grades students have received in various courses. If it also contains Terms that'd be great. I'm currently waiting on this data from my university but it needs to be ok'd from higher ups and anonymized so this may take some time. I'd like to work with the data before I'm given our set. If anyone knows where I can get something like this, I would greatly appreciate it. Thank you!",not_spam "Hello everybody, here I have a question for a dataset I want to use. I am downloading monthly company variables through the Refinitiv Eikon Datastream for the period 01.01.2002 until 01.12.2021. The variable ""price"" has 239 observations for every company which is listed before 2002. The variable ""opening price"" has only 212 observations for every company which is listed before 2002. The 27 missing datapoints occure either on the 1st of January or the 1st of September. 01.01: every year from 2002-2021, except for 2005 and 2011 01.09: 2002, 2003, 2007, 2008, 2012, 2013, 2014, 2018, 2019 01.01 is the New Year's Day and the stock market is closed. Therefore, I guess no opening prices are available. However the ""regular"" price is available. How and why? 01.09: Usually the Labor day been either on the 1st, 2nd or 3th of the respective year. Could that explain why there is no opening price? Despite the explaination for the missing data, I need data. Other data providers, like open source yahoo finance, do provide opening prices for each month of the same time period. However, I cannot use yahoo finance for multiple reasons. E.g. I want to analyse more than 5000 firms and I unclude some variables only provided by Refinitiv Eikon Datastream. Therefore, how can I obtain opening prices for each month? Is there an option in Refinitiv Eikon Datastream to do so? Can I somehow use the next days opening price if the data is not available? Thank you for reading. Best for you, Losyres",not_spam "There are a 'metric fuck ton' of them. In fact, there are so many being posted, it may take days for me to collect them all at a 100 per second ingest rate. I will make this data available once I have collected everything. I will go back as far as Twitter allows me (usually ~ 10 days). ",not_spam "Hi! Does anybody here know if there is any Twitch dataset with all streams for a month/year? Thank you!",not_spam "Hi, I am looking to create a project that generates sheet music based on the audio of an instrument like piano. That being said, are there any datasets that have both the audio of a song and its associated sheet music? Thanks!",not_spam "Hi guys, I'm a data science student and I'm looking for datasets of tweets with a classification ""factual tweets vs non factual tweets"". I only find classifications of positive or negative feelings. If you have any idea where I can find a data set like this, I'm interested. Thank you in advance and have a nice day !",not_spam "Hi guys, IDK if this is the right place to post this, so sorry in advance. I've figured out the 500 companies in the S&P 500 as of Jan. 1, 2010, and I'm supposed to get their monthly stock data up to January 2018 for each company in this set. Does anyone know of a convenient way to do this? I'm kinda lost. Thanks!",not_spam "Good day and thanks for reading. Is there an api or source for drug prices around the world? Iโ€™d like it to be an api that gets updated but Iโ€™d settle for a dataset that is recent. Thanks !",not_spam "Hello, I would like to have a suggestion of where i can find small historical data with multiple tables that can be used to build star, snowflake data warehouse models apart from adventure database and worldwide importer of course. thx !",not_spam "hey guys, first submission here. Im doing a college project and i really need a dataset to train a neural network to learn to predict lifespan of any machine. Motors, electrical motors, any sort like that. Thx",not_spam "I'm looking for historical income tax rates by state in the U.S. So far, I've only been able to find data on state income tax rates between 2000-2020 (see the [Urban & Brooking's Tax Policy Center](https://www.taxpolicycenter.org/statistics/state-individual-income-tax-rates-2000-2020).) I want data *before* 2000 - preferably between 1970-2000. I have already checked ITEP as well as the Tax Foundation. Any other suggestions will be very much appreciated! Thanks!",not_spam "I want to create forecasting model for future in-demand skills (I am still deciding between python and R). In the first step I would like to collect some data. My initial idea was to get the data about job postings for last 5+ years and based on that I would start my analysis. First I was hoping that I would manage to get it with webscraping of linkedin posts but I found out that job postings are deleted after the company find their candidate. Do you guys have any suggestion where and how could I collect similar data? Does somebody know a dataset that matches these requirements, that is available for free? Would any of you try some other approach to achieve the same forecasting model? Any thoughts would be highly appreciated!",not_spam "Where can I find an easy to pull dataset for movies released 2017 onwards. Metadata like budget, revenue, awards nominated, awards won, genre, metacritic score, rotten tomato score etc ? I know I can pull from the movie database API but I don't know how to do that. Is there a database out there I can pull into Excel to do linear regression on?",not_spam "Looking for public data sets with hospital discharge patients primary ICD-9 Admission diagnosis, length of stay, mortality, and other any other data elements about the hospital stay. Any sources available with clean anonymous data?",not_spam "Not able to locate it at census.gov/data.html thanks",not_spam "Hello there, Do you think there are any Reddit datasets for social network analysis? Something among the lines of this [post](https://www.reddit.com/r/datasets/comments/dgfdak/10_reddit_datasets_for_machine_learning/).",not_spam "Hello, for my degree project I am investigating a new technique to improve the accuracy of minority classes in unbalanced image datasets with neural networks and without the need to use data augmentation, class weight or any common technique. So farm I have created my own unbalanced datasets (Unbalanced MNIST for example), but I would like to know if there is any image dataset unbalanced naturally. I already tried [this dataset](https://www.kaggle.com/c/whale-categorization-playground/data) and I would like to try another one. Any suggestions? &#x200B; Any help is welcome. Thanks in advance!",not_spam "I am looking for a dataset where user-user relation is modeled like a graph (Nodes and edges) and labels for each node is whether they belong to a single group or interested in a particular topic (ex: politics) - like binary classification with single class. I am working on label propagation algorithm to assign a label to a particular user depending on the user's friends list/group. Can anyone please suggest such a dataset? Thank you!",not_spam "I am working on a project about Arabic question generation, is there any Public dataset for Arabic question generation that is created for multiple domains.",not_spam Interested in knowing how world is fighting COVID-19. Check out this [dataset](https://www.kaggle.com/barun2104/government-measures-to-combat-covid19) on measures taken by governments across the world to fight the pandemic.,not_spam "I'm a post graduate student in Data Science. I'm working on the topic ""Flood Prediction"" for my capstone project. Hard time finding the right dataset and deciding as well, as to what type of dataset should i go for? Should it be image one or the normal dataframe one? Also should i do it on a global level or chose a specific country or region? Have to complete the capstone project by the end of this year! Suggestion needed accordingly and much appreciated thank you",not_spam "I scraped (edit: part of) Spotify's song database. The end result is a dataset containing over 1.2 million songs, with titles, artists, release dates, and tons of per-track audio features provided by the [Spotify API](https://developer.spotify.com/documentation/web-api/). You can check it out here: [https://www.kaggle.com/rodolfofigueroa/spotify-12m-songs](https://www.kaggle.com/rodolfofigueroa/spotify-12m-songs) I will be updating it and adding extended datasets in the following weeks, so stay tuned! Also, if you have any questions, feel free to ask.",not_spam "Of the UK Updated at least weekly Anyone?",not_spam "Hi guys, I am looking for a datasets/databases with companies that raised all kinds of funding, private equity etc. I know these are very common, but I look specifically also one that contains the rationale/purpose of the funds raised. Where are they going to spend the money on. Is it product development, perhaps entry of foreign markets and so on. Thanks.",not_spam "Has everyone seen the new rule on Hospital Prospective Inpatient Pricing for medicare that came into effect Jan 1st, 2019? &#x200B; I have been looking for this pricing for personal reasons, and found it incredibly difficult to identify where this information is located on each hospital's website. It seems like they bury it on purpose. This kind of pricing should be easy to access and in one place for all to see. Creating pricing transparency empowers consumers of medical services with a choice when selecting a hospital for elective or non-emergency procedures. It's also a huge step forward in the fight to drive down medical costs in the US. &#x200B; That's why I decided to explore creating an API and website that makes this information easy to access for consumers and engineers alike. Is there any interest in this? I am still working out the details, but I thought it would be good to start talking this through with my fellow geeks. I have some pretty good engineering skills and a few friends (also engineers) who are interested in helping as well. &#x200B; Thanks!",not_spam "Anyone know where I can find a dataset on as many satellites in orbit and info on mapping them and as a super long shot, the current position on the moon of the Chinese moon rover?",not_spam I am currently trying to scrape together a dataset. If anyone has one to share and that I can scrub through that would be great. Thanks.,not_spam "Hello, Is their a website where I can get my hands dirty on some tree growth data sets ? I would really appreciate",not_spam "If anyone here is in need of a reliable, ultra-affordable source for sports data, why not check us out at: https://www.MySportsFeeds.com We're aiming to make sports data available to everyone, whether lone wolf developer, student researcher, or large multinational corporation. Available in real-time via RESTful API, or we can push it to you post-game in XML/JSON/CSV formats. You get boxscores, schedules, scores, play-by-play, and more. And NO long-term commitments or contracts. ",not_spam "Null Hypothesis: There is no link between traumatic brain injury and reaction time. https://en.wikipedia.org/wiki/Traumatic_brain_injury https://en.wikipedia.org/wiki/Mental_chronometry",not_spam "Hi there, please suggest any dataset, I'm going to search for it on the dark web, wish me luck :)",not_spam "What questions do you ask or consider before purchasing third party data sets or POS data from retailers? Aside from questions regarding frequency and format (etl, csv, etc...). Many thanks!",not_spam "Hello frens, I crawled all user reviews of Valorant available on metacritic at the moment (11 pages) It has the score, review text, review votes and a couple other columns; [https://www.kaggle.com/andrewmvd/valorant-metacritic-reviews](https://www.kaggle.com/andrewmvd/valorant-metacritic-reviews) Enjoy the data Cheers",not_spam "Given the current going-ons was hoping to do some analysis of Use of Force by Police in the US. I found this page on the FBI website: https://www.fbi.gov/services/cjis/ucr/use-of-force Which speaks of a program for use of force data collection nationwide. It both says that a pilot program was performed and the data released, and that the program launched on January 1st, 2019 and they'll release data at least twice per year. However, I can't find any data, either from the pilot or the actual data collection which started more than a year ago. Has anyone come across this dataset? Is it a matter of it being hard to find or has the FBI not actually released the data they said they were going to?",not_spam "I'm looking for some statistics for the visualization & wonder if there are open datasets that show how many people get a certain disease in a specific country, such as cancer in the US, Germany, China, etc.",not_spam "I'm looking for any of these mentioned for a wilderness data science project: animal attacks, bear sightings, mountain lion sightings or missing persons/hikers. I've already found a missing 411 set but it didn't have any values in most rows for ""last known location"". I'm looking to plot all of these on map. Right now, I'm thinking of focusing on Washington state, but that is open to change. &#x200B; Thanks",not_spam "Hi, I'm looking for a free dataset out there that contains a list of companies and their respective industry or category. For example, on Crunchbase, it shows this for [Airbnb](https://www.crunchbase.com/organization/airbnb): &#x200B; Categories Hospitality, Marketplace, Peer to Peer, Sharing Economy, Travel, Travel Accommodations &#x200B; But Crunchbase requires a paid enterprise license for this. Is there a source out there that's free to use? Thanks!",not_spam "More specifically, a dataset that models friendships as edges and users as nodes.",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome. ",not_spam "I am looking for a global data set that gives me more granularity than countries. I understand things will be set up and named differently across the world, but still hoping for something as standard as it can be so I can for any individual country drill down to its regions, districts, provinces, departments, etc. If there are multiple levels to drill down to that would be fabulous. Anyone that can point me to such dataset, please? ",not_spam "Hi! I'm looking for a dataset which depicts the average human weight or body mass for a considerable number of years. If it's not global, and maybe just a country, it could work too. And if it is divided by sex, even better. Thank you very much!",not_spam "http://www.politico.com/2016-election/results/map/president I know it might be a long shot but I'd like to get the data from this site, broken down by county. It would take forever to manually copy all that information over so I'm hoping someone might have a better way. Basically just want it broken down like they have it State -> County -> Number of Candidate votes into a spread sheet form. Thanks if anyone gives this a shot! ",not_spam See title,not_spam "Does anyone know of a good fashion/clothing dataset? I'm thinking of one where you have images of a shoe from different angles, and the correct answer is to say they are all the same. Or even one with categories, like running shoes vs heels",not_spam "Where can I find datasets about epidemics and pandemics such as Black Plague, Influenza and Coronavirus? Thanks",not_spam Does anyone know of any datasets where passages of text are matched with manually constructed knowledge graphs?,not_spam "Hey guys, just looking for any datasets from pro cyclists that includes watts.",not_spam "Hi! Iโ€™m looking for a dataset which contains information about ram, cpu... if you know one similar dataset pleas share me",not_spam "Hello everyone, I hope you are having a great day. I'm looking for a dataset that provides a near infrared image and its visible light image counterpart. The images can be anything but it must be the same image both in NIR and VIS . I already found about the Casia NIR-VIS Face which is a dataset for faces, so I'd appreciate it if you could help me find something else. &#x200B; Thank you all in advance and have a wonderful day",not_spam "For example, I'd like to be able to answer a question like: ""How many coronary bypasses were performed in the US in 2020""? etc. I'd be interested in anything reliable (e.g., from the US government or a paid service). Thanks for any suggestions.",not_spam How/Where can I find a dataset on all NIOSH certified testing labs?,not_spam "So I wanted to know if there is any open access datasets that ask about prefences for redistribution,political party support and so on among US citizens. It is important that the datatset includes the state where the indiviual lives, in a similar way the European Social Survey does with the countries of the respondants. Any ideas? ",not_spam As the title says. Graphs and scientific papers would also be useful. Thanks.,not_spam "Looking for datasets related to Broadway shows, length of runs, attendance, anything at all like that. TIA",not_spam "Hi, &#x200B; A couple of months ago, I found that American Credit Score brokers/services in the US are publishing anonymized datasets about mortgages. I wonder if there are similar data sources for the European market - Especially in Germany &#x200B; From my previous post: ""...I want to make a research for my new company, and I find that it's really hard to find an anonymized mortgage proposals dataset. I suppose the dataset should include features such as: 1. date 2. mortgage loan type 3. loan period 4. loan capacity (percentages) 5. borrowers amount 6. borrowers credit score 7. state 8. interest rate 9. etc Do you familiar with this problem? I will appreciate if you could help me find any kind of resource...""",not_spam "I am looking for data on strategy selection and impact on financial results. Data from the strategy models used in the analysis would also be very useful indeed. Most of the data I can find is in 'case studies' created by MBA students; but it seems there is not a database compiling this research",not_spam " Iโ€™ve been searching for some data and figured Iโ€™d check Reddit to see if someone here may be able to point me in the right direction. Does anyone know where I could find a relatively recent list of the largest us employers by employee count? Thanks!",not_spam Is there a free dataset of all college basketball players (historical also) and their stats?,not_spam "Saw a few posts interested in salary datasets. Just want to share a database with over 3 million salary data points (working visa jobs) for different positions of all levels in various industries, summarized based on Department of Labor data. [https://www.easyh1b.com/](https://www.easyh1b.com/) The database is designed for easy search and data chart visualization.",not_spam "Hi All I'm looking for television ratings data for major US sports (basketball, baseball, hockey, football, soccer, tennis, motorsport etc), for the years 1980, 2000 and 2015. I'm trying to find data for the sport as a whole not just a single event (eg, U.S. Open (tennis) or NBA finals (basketball). I'm focusing on Audience size or Neilsen rating but anything comparable will do! Thanks a lot",not_spam "I have a bunch of questions I'm seeking to answer, but I don't know how to obtain the data. I mainly want to learn if annoying alcohol laws increase or decrease the amount of small scale alcohol makers, and I think it would be easiest to focus on beer to answer these questions. Example questions: - Do restrictive liquor laws have any effect on the amount of entrepreneurs starting their own brewery/winery/distillery? (probably yes, they have at least *some* effect) - Do they increase the amount of small scale liquor-making or decrease? (if it's more than a tiny amount, this will be very important to know) - Do they have negligible/very minor effect? (this is what I'm actually expecting) My main issues are: - I don't know how to find a complete and detailed list of alcohol related laws by state - I don't know how to use that information to rate states - I especially don't know how to rate states by a meaningful metric of alcohol production, since my options include ""most new micro breweries"", ""best beers"", and ""most sales or pints/glasses/gallons purchased"" Perhaps I just need to find a ""top 5 common alcohol laws"" list and create a checklist? Anyway, if this information has already been done, that would be best. If it hasn't, help on creating such info is much appreciated. Thank you.",not_spam Check out OmniSciโ€™s session at the NVIDIA GTC 2021 for FREE! Learn how BIDMC Dept of Endocrinology is leveraging OmniSciโ€™s GPU accelerated analytics platform to explore massive amounts of transcriptomic data and how that has advanced their research processes. Register here! https://reg.rainfocus.com/flow/nvidia/nvidiagtc/ap2/page/sessioncatalog?search=%22A31341%22&ncid=ref-spo-444344,not_spam "I'm looking for downloadable data for MLS player salaries. I have found it in pdf form at https://mlsplayers.org/salary-guide/ but was looking for it in csv or excel form",not_spam [https://www.economist.com/graphic-detail/2019/11/26/to-make-money-study-maths-or-economics-at-a-top-university](https://www.economist.com/graphic-detail/2019/11/26/to-make-money-study-maths-or-economics-at-a-top-university),not_spam "I wonder if there's **total, all-cause** deaths count per country, ideally **monthly** data. A chart with not only the current values, but also historical values for at least last couple of years.",not_spam Merry Christmas /r/datasets! I want to do a computer vision/image analysis project. Is there a tool that can turn a YouTube video into a series of image files?,not_spam "I'm looking for datasets of online news sources and some sort of bias score that could be attributed to them. Ideally, it would be something like FiveThirtyEight's polling bias, where each polling source has a bias score. At this point, I'm not particularly concerned with how the bias score is calculated, just looking for any and all that exist.",not_spam "For my research about XAI and GDPR, I'm looking for many toy datasets like the adult-dataset with the following properties: \- Both categorical and numerical features \- More instances is better \- Preferably ( but not necessarily) personal data like the adult dataset. Every dataset helps. Thank you in advance !",not_spam "Does anyone know how to get the dataset the Obama campaign used to win re-election? Or datasets similar to them? http://www.youtube.com/watch?v=mZmcyHpG31A or http://www.infoworld.com/article/2613587/big-data/the-real-story-of-how-big-data-analytics-helped-obama-win.html ""What you probably haven't heard is how the Obama campaign built a 100-strong analytics staff to churn through dozens of terabytes of data with a combination of the HP Vertica MPP (massively parallel processing) analytic database and predictive models with R and Stata to gain a competitive edge.""",not_spam "So I've recently started to play Blackout on Call of Duty: Black Ops 4. In wanting to learn more about analytics as well as gameplay of people around the world I am questioning if there is a dataset or API known to get player data? I have seen other video game companies which place player gameplay data such as: location of death, damage dealt /taken, location of damage dealt / taken, weapon used, etc. Getting hold of data like this would be quite interesting to look into! I'm just hoping Activision would play along :)",not_spam "Most exchange rate historical website do not go that far. I want to see the amplitude and rebound of ""[black wednesday](https://en.wikipedia.org/wiki/Black_Wednesday)"" in the actual historical records.",not_spam "Hello. I'm currently trying to do some research regarding knowledge graphs and graph neural networks (GNN's) and was wondering if there were any standard or benchmark dataset for social media? For example, maybe a knowledge graph dataset for Facebook users and how they're connected with each other, etc.",not_spam "Looking for a datasets that contain help desk type information, specifically details such as: Response time. Ticket Open/close status. Problem reported and solutions. Looking to do some root cause analysis and knowledge management.",not_spam "Long time ago I made this post: https://www.reddit.com/r/datasets/comments/963s5h/does_anyone_have_the/ I have had a bunch of people PMing me since to get it. I thought it was lost but I dug though some old drives and found it. is there any one that would host this? Its about 100MB",not_spam "Hey, I am looking for hourly temperature data by state for a given year (can be any year, but 2019 preferred). I have done the specific filtration on [climate.gov](https://climate.gov) to get the data I want per state and it seems to give the data I want but I will have to do this 50 times (once per state). I was wondering if there was one single data set that had this normal hourly temperature data for all 50 states? Any suggestions would be greatly appreciated!",not_spam "Iโ€™m looking for emails for funeral services businesses (funeral homes, crematories, and cemeteries) so I can disseminate a survey. Is usbizdata.com legitimate? Anyone have experience getting businesses data from there?",not_spam "I am going to perform bulk text analyses on articles corresponding to each 'side' (ex. left, center, right) of the USA political spectrum. I'm trying to find databases of news articles from differing sides to make importing into R easier. I know I can just go to news sites that are 'verified' as politically biased and download individual articles, but I'm wondering if there's any resources with bulk downloadable grouped pdfs (or something similar) which would help me save time.",not_spam "I have a crude project I am working on, and I was wondering if there are any datasets of audio files where people are saying different curse words. Doesn't necessarily have to be multiple different words, a large dataset of one curse word (AKA a large dataset of people saying fuck) would be ok. Thanks!",not_spam Can anyone please provide me the Patients feedback dataset for both positive and nevative reviews?,not_spam I need a dataset of all hate crimes that I can graph but I was only able to find one starting at 2010. I want to compare the data around 2001 to now so I need more years.,not_spam "Hey guys, check out my new dataset: This dataset contains collection of articles from medium, towards data science, analyticsvidhya. There respective titles, links and description. Total size is 750. [https://www.kaggle.com/pratirup/articles-mediumanalyticsvidhyatowardsdatascience](https://www.kaggle.com/pratirup/articles-mediumanalyticsvidhyatowardsdatascience) Please give some reviews about it, Thank you!!!",not_spam "Can anyone please suggest me site for tree images dataset. I want to build a model that take tree image as input and tells his specie as output. I want large dataset of images but I can't find it anywhere.",not_spam "In Hubspot CRM, when you enter a new lead (a business), it will go out and try to autofill as much information as it can such as # of employees, revenue, website, description, HQ address, etc Any guesses what API they're using or one could use? My search of this forum turns up * [https://api.opencorporates.com/documentation/API-Reference](https://api.opencorporates.com/documentation/API-Reference) * [https://www.endole.co.uk/](https://www.endole.co.uk/) * [https://companycheck.co.uk/](https://companycheck.co.uk/) * [corporationwiki.com](https://corporationwiki.com) * Linkedin API (probably expensive?) * [https://www.openfigi.com/](https://www.openfigi.com/) * [https://www.nasdaq.com/market-activity/stocks/screener?exchange=NASDAQ](https://www.nasdaq.com/market-activity/stocks/screener?exchange=NASDAQ) * [https://unibit.ai/insight/news](https://unibit.ai/insight/news) * [https://finviz.com/](https://finviz.com/) * [https://uscompanyleads.com/](https://uscompanyleads.com/) * [https://www.businesslistdatabase.com/](https://www.businesslistdatabase.com/) * [https://www.sec.gov/edgar/searchedgar/companysearch.html](https://www.sec.gov/edgar/searchedgar/companysearch.html) Has anyone had success with any of these or know of other options?",not_spam " 1. Can I get bitcoin price data of one day but with minute to minute price changes or of some close time slots like that",not_spam "Hello! I'm working on a group project for a data analytics course and my group is interested in running some analyses on infidelity data. We've found some good datasets but they seem extremely out of date (1970s/80s). We've searched the internet high and low for more recent datasets but haven't had any luck. Does anyone know of more recent infidelity datasets? Thanks!",not_spam "Here is a blog and code (created by a co-worker) that uses synthetic data generation to remove bias in the Adult Census Income dataset from Kaggle ([https://www.kaggle.com/uciml/adult-census-income](https://www.kaggle.com/uciml/adult-census-income)) by boosting minority classes such as gender, race, and income level in the dataset with synthetic records. Hope you find this useful! Blog: [https://gretel.ai/blog/automatically-reducing-ai-bias-with-synthetic-data](https://gretel.ai/blog/automatically-reducing-ai-bias-with-synthetic-data) Code: [https://github.com/gretelai/gretel-blueprints/tree/master/gretel/auto\_balance\_dataset](https://github.com/gretelai/gretel-blueprints/tree/master/gretel/auto_balance_dataset)",not_spam "I'm doing work with a non profit and doing some analysis on demographics of business owners by location and business size. Does the data set exist somewhere or will I have to pull from multiple sources? Were wanting to create programs that help folks at different levels of business growth. We are looking for business owners by sex , race, orientation, veteran status, revenue, employee count, and location. Specifically for Atlanta but the entire Isa would be preferred.",not_spam "Does anyone know where I would be able to find an API to access live horse racing data in Australia, either paid or free?",not_spam "I am in need for training data for receipt scanning. I work for a startup so this would be for commercial use. I need the receipt images and and bounding boxes with the text, similar to SROIE 2019 (which I have). I am looking for receipts that were created in the US. If someone could point me to where I might find this, I would be very grateful. &#x200B; Thanks, Hadil",not_spam Title.,not_spam "Looking to gather some data on their products, user count, etc. to put together a project around their company. Any leads would be great!",not_spam "I'm looking for weekly hotel occupancy rates, broken down by city. I've found a few sources of monthly, but none for weekly. In particular, I'm looking at how different holidays (4th of July, Labor Day) affect hotel occupancy for a few specific cities.",not_spam "hey folks, I am currently working for a startup and I am supposed to make some data analysis about the Indian / UK tech market. Maybe you have some good ones you worked with before or you can give me some exclusive hints where I can find ones. Thanks a lot.",not_spam "I am looking for a dataset to predict corrosions of oil and gas pipelines , can't find anything on the internet, please help.",not_spam I was wondering if there is a place where one can search through all written and spoken words by say the last 4-5 POTUS easily?,not_spam "Hi Guys, as a coding challenge, I found a website that lists the current NFL Depth Chart for each team. I created a custom web scraper to retrieve all the data from the website, and then a basic API to spit it out via JSON. Hope someone finds it useful! http://russellbrewer.com/DepthChartNFL/",not_spam "Is there any data scientist in Mรฉxico??? "" I would really love to meet someone from my culture that can provide me some interest insights in the data world Thank you all",not_spam The need of an effective **[Document management in charlotte NC](http://prsync.com/green-world-imaging/document-management-showing-new-way-of-efficient-business-597962)** for easy communication and insight at every level of corporate is undeniable in todayโ€™s business. The document management system easily converts paper documents to digital documents.,not_spam "Hello Guys, I'm looking for a opensource source of databases to use it for my commercial use. I mean, I just want to display it on platform. I don't want to alter the values. i,e. CC0 Licence Stock Photos Zip Code and Pin Code ",not_spam "Hey Lads and Ladies Do you any of you know where I could find a database of major capital projects currently underway in the different regions (NAM, Latam, Africa, Europe, CIS, MENA, ANZ). I am interested in the following information in order of priority: &#x200B; * Description * Capital cost ($m) * Industry / commodity โ€“ if mining, include commodity (e.g. gold/iron ore/coal/etc); otherwise, just include industry (e.g. infrastructure (road / rail / etc) / manufacturing) * Stage (e.g. design, feasibility, construction, commissioning) * Key decision makers thanks in advance,",not_spam "Hi guys, I'm aware that RCP and 538 publish topline results of aggregate polls, but I've really maxed out on insights from these. &#x200B; I'm looking for dis-aggregated, de-identified polling data on the 2020 primary that is on an individual voter-level basis (i.e. each observation is one voter). Does anyone know of such a dataset existing anywhere? Harvard has a few from 2016 it looks like, but you need to have a Harvard login to get it and I'm looking for 2020 anyway...",not_spam "Hi, Does anyone knows if a dataset with the pH, moisture, humidity, UV, etc required for each plant or family of plant?",not_spam "I'm working on a project that performs a conversion from text to image (using conditional GAN), then adds motion to those images using GAN, hence converting it into a GIF. For the said project, I need a dataset which contains GIFs and their respective captions. I can use the tumblr dataset but the only issue here is that I need the dataset to be category specific, like ocean, birds or any other. But the tumblr dataset has a variety of images and I don't think using it will give a result with high accuracy. Any help is appreciated. Thanks!",not_spam "I work for a startup that simplifies the sale of entry passes for parks & museums in my state, and was granted access to spreadsheets containing all purchases made from 2015 to present. There are ~12M rows, each containing a customers' name/address/county/phone#, and the pass type/purchase date/expiration date and a few other rows. I'm using the data to build pivot tables in Excel. The question I want to answer is: ""how would I identify customers who are the most likely to respond favorably to an email, phone call, text message, or letter, inviting them purchase a renewed pass from my startup's website? What do you ask your data? If you were in my shoes, what would you ask my data?",not_spam "Iโ€™m interested in analyzing data concerning devops interest, devops readiness, devops adoption, and devops practices. Including datasets of devops metrics/KPI such as the big 4 of software performance: lead time for changes, deployment frequency, time to restore service, and change failure rate. Does anyone know of any relevant data sets that are available?",not_spam "I am looking for a dataset having event tickets (like concerts), tracking their (original) face value, as well the resale price over time (e.g. from Stubhub). Thanks in advance for any help",not_spam "Hi I am currently looking for a data set which of the migration patterns of bird in the US - does anyone know where I might find such a data set?",not_spam Skin Types Dataset,not_spam "I'm looking for some large anonymized data sets. Ideally from Email, SMS, and Slack. Building out some NLP models. If it's labeled that would be amazing, but I'm surprised how hard it is to find this data.",not_spam "I am looking for data that will give me basic iinformation on a per person basis such as age, education, race, gender, religion etc. it is for econometric analysis",not_spam "Hello all, I am working on a project for school and am seeking a dataset that has individual referee stats at the game level. Do such datasets exist? If so where can I find them? Thanks in advance!",not_spam "Hi, I am looking for a dataset or simply a website with historical Live Odds for Premier League football matches. Ideally the odds at half-time for the full time 1X2. I have already looked at some websites such as Oddsportal, without success.",not_spam "Let's say there is a poll that 100 people voted on. The topic and choices with votes in parentheses are as following: Which brand of TV is better? 1. Samsung (38) 2. Sony (34) 3. Same thing (28) How would you interpret the data? 1. ""Samsung"" would be the answer bc it had the most votes OR 3. ""Same thing"" be the answer be it encompasses the two individual options in a singular choice and the two individual options (as well as choice 3) are fairly evenly distributed Side question: How does choice 3 affect votes? Couldn't I have drawn the conclusion they are about the same just from having choices 1 and 2 polled?",not_spam "I am working on a fun project for beer detection, I was curious if anyone knows of a free db for beer label images",not_spam "Working on a tool that draws insights between spotify artists. I'm trying to find a source for historical streaming data for all artists (for example, what were Khalid's streams in 2017? What about Bob Dylan's streams in 2018?) etc. Unfortunately spotify API only shares streaming data for songs that reach the Spotify Top200 charts. Wondering if anyone has this data, or has a workaround? This is for a startup and there is a budget for dataset acquisition should it come to that. Thank you!",not_spam "I am working with signal processing and machine learnign and I am trying to find audio recording of office ambience, as I plan to to use it along with my signal to train my model. All I have been able to find are tiny recordings of 10second each of individual office objects. But I am trying to find audio of at least 3 to 4 minutes capturing the ambiance of office/household and not individual sound of objects",not_spam "There have been a few releases of tweet data that were previously available for download. If anyone has a copy that they want to share i could really use it. They don't have to be current. This old one: http://snap.stanford.edu/data/twitter7.html would be awesome.",not_spam "Since Shanghai Disneyland recently reopened, looking for live datasets of the wait times. Also looking for data relating to the actual queue lines at all the attractions over in Orlando. Ex. Haunted Mansionโ€™s line is 2500 ft long and can fit max amount of guests, while the ride itself can accommodate x amount of guests per hour. Would appreciate data also from Universal and SeaWorld Orlando locations.",not_spam "Does anyone know where one could get a sample of real-time RFID scanning data? E.g. from a warehouse or some inventory management system? The ideal dataset would have some kind of time stamp for each scan, of course. My thought on, ""Why RFID specifically,"" is that there could potentially be a richer, higher resolution set of data than a barcode scanning scenario, in which an individual would need to be paid to sit there and scan things. Failing RFID data...what about just bar code scans at various points in a warehouse?",not_spam " Hey all, I'm working on a personal project dealing with Golf Betting Odds. I was wondering if anyone has done a similar project and would be willing to either provide me with their raw data or provide me with some sources where I could scrape the data. I'm essentially looking for each players performance by round at each tournament and, ideally, the live betting odds (or at least the odds at the end of each round). If anyone could help me find this information, that would be much appreciated!",not_spam "Free [dataset](https://www.dataandsons.com/data-market/business-information-and-financials/sandp-500-patents-and-politics) containing total lobbying contributions, PAC contributions, and patent fillings for every S&P 500 firm between 1995 to 2005. Disclaimer: I am a co-founder of the hosting site and requires login to download dataset.",not_spam "I'd appreciate a list of autonomous car driving deaths. In which the autonomous mode was operating. Also, how can a person estimate the ratio between autonomous drive hours and non-autonomous ones? Thanks a lot.",not_spam "Hello! I'm looking to run some ML on a dataset for corporations and how they function with their vendors over time. I am primarily interested in correspondences such as emails, records, statements etc. The only one I have been able to find is the Enron Corpus. Any ideas or leads would be gratefully received!",not_spam "I've seen the Logistic Index at the World Development Indicators (WDI) from World Bank Database, but it starts at 2007. An index that would take into account the density and quality of railways, roads, etc for each country.",not_spam "Looking for a dataset (of no specific size or subject matter) to run some simple Brier score analyses - so, it would include probabilistic forecasts and actual outcomes for binary questions. ",not_spam "So it's pretty easy to get a bit of data for the most recent Cricket World Cup in 2019 but does anyone know where I can get data from any other World Cup? If possible, it would need data, for each batsman and bowler, runs scored/conceded, balled faced/bowled and wickets received/taken. I tried Cricbuzz but for me the website is a bit of a buggy mess. Thanks!",not_spam "Do you know of any publicly available datasets from industrial equipment? I have worked on several projects, but the data is always proprietary so it's hard to share the results. I'm looking for data to use for applications of machine learning to industrial machine & equipment health? Ex. Using sensor data to train a model to classify failure modes or predict remaining useful life. I have found several hyped up marketing pieces, but very few real-world examples.... even fewer where the dataset has been made public so that you can repeat their results. Here are the best two papers I've come across... Know of anything similar? https://www.researchgate.net/publication/261282496_Sensorless_drive_diagnosis_using_automated_feature_extraction_significance_ranking_and_reduction https://zenodo.org/record/55227#.WKYIXhIrKV4",not_spam "I'd like to find a dataset of all the Fry ""Instant Words"" used to test elementary school kids. Here's an [example](http://www.k12reader.com/subject/vocabulary/fry-words/). There's only 1,000 words but I'd prefer not to type them all by hand. Also, I'm more than happy to take any other English words datasets. Thanks!",not_spam "Where would I go about finding sets of images for Unicode characters? For example, a set of images that are all 50x50, each one corresponding to a times new roman Unicode character. EDIT: NVM found just what I needed and more: http://www.angelcode.com/products/bmfont/",not_spam "I'm looking for a dataset that would allow me to answer questions like - ""How many men and women make over $100,000 and are over 25, but younger than 45?โ€œ I tried using the census bureau, but I had a hard time navigating it. I also tried the bureau of labor statistics and had the same issue. Any help appreciated EDIT: For 2019 or later",not_spam "I thought this would be easier -- but there doesn't seem to be a good place for people to upload / download, or simply share or preview datasets (big or small).... Trying to find non-SEO datasets is so hard! **Comment** if you know a great platform for this, **upvote** if you also find the needs here!",not_spam Can anyone please provide me a good dataset of the same?,not_spam "I have a MySQL file with end of day data for over 5000 American tickers. Data is free but I have no place to upload and share it. If you want it or have a way to help me share it it's yours :) Thanks to /u/remington_steele heres the link :) https://drive.google.com/file/d/0B6lYw0OpBftYMnh0WjRUc3ZuTjQ/view?usp=sharing 250MB compressed Thanks to /u/ieee8023 here's the torrent. http://academictorrents.com/details/c5a49e46249fef6a3219919fef96fd0265da4d3a",not_spam "Hi, I'm looking for a comprehensive dataset encompassing the zoning and land use data on a granular level. For example, the commercial/residential zoning area in every county in the U.S. Do you guys have anything in mind that can be helpful? Thanks in advance.",not_spam "Hi all, I am looking for datasets that have data about medical devices. In particular if it has data about orthopaedic devices. I am getting desperate since I can't find anything. Any help is appreciated",not_spam " I'm looking for an eCommerce dataset, which works with implict data and should be suitable for a neuronal network. This dataset should be equivalent to Spotify Million Playlist Dataset Challenge. Instead of the tracks, there should be the order with different articles. The dataset that I'm looking for should be: ""order"": [ { ""orderid"": ""01"", ""order_at"": 1493424000, ""num_articels"": 5, ""price"": 120.85 ""articels"": [ { ""pos"": 0, ""articel_name"": ""Apple"", ""articel_id"": ""articel1545"", ""price"": 12.45, ""amount"": 2, }, { ""pos"": 0, ""articel_name"": ""Banana"", ""articel_id"": ""articel1585"", ""price"": 5.45, ""amount"": 1, }, ... } Does someone know a dataset that is similar to what I'm looking for? Thanks for suggestions, ideas and answers! It doesn't matter if json, csv, โ€ฆ",not_spam "Does anyone know where to find them? It'd be great if it consists of maligned & benign classes.",not_spam "Hello all, I need dataset for social engineering attack in social media can I find it? Thanks",not_spam Any sugggestions where the data can be available,not_spam "Hello, First time posting in this sub. First semester in Grad school and looking to focus my new journey on the use of E-signatures. I am easily able to find articles and posts regarding the use and statistical analysis but nothing on raw data. I have tried several databases including our library's subscriptions, Google scholar, and various open source and gov related data sites, but have come out with nothing useful. Essentially I need a raw data set that I can analysis and draw conclusions from myself. Thank you for reading and thanks in advance of anyone willing to help.",not_spam " Hi all! I have been building my own satellite imagery dataset using USGS. I want to gather images that cover the whole surface of Europe and I have been doing this over each tile (path/row) by hand. Is there a way that I can do this process faster? Maybe a way to search for multiple places at once or some way to choose larger surfaces? Any leads are more than welcome, thanks in advance!",not_spam "Hello, Im working on a project and I need to filter tweets that talk about football (in connotations as well). Is there any dataset/vocabulary that could help me do it?",not_spam "Hey, so I work in Graph theory and for a project I was hoping to find a data set with all the counties in the United States and the counties they border. I was hoping to do something like a 4 color theorem map and go from there. Any help would be appreciated.",not_spam "I am looking for a public, digital database of books and other print publications that I can either download or access through an API. Since the ISBN system is basically a look-up system for such a database, that would probably be the best option. However, I couldn't find a free or cheap service that allows me to access the whole database at once. Does anybody know such a service? EDIT: Amazon or other retailers would not be a good option because I'd like not to be dependent of anybody's financial interest. I imagine to be able to access the ISBN catalogue itself would be the best solution, however, I can't find a way for that. How do (online) book shops do that?",not_spam I am working on developing a fusion model for Localisation....I would like to work on a dataset and tune the model before going with the hardware.... Therefore i would like to know the datasets available for localisation,not_spam Preferably with the identifiers they have. Can't seem to find them on ONS,not_spam "I think I looked everywhere and the closest dataset I am looking for is [https://www.kaggle.com/cdc/mortality](https://www.kaggle.com/cdc/mortality) this dataset, but they don't have a state or city, the place of death is home/care home/hospital etc.. I can not find anything detailed with the cause of death and place of death. I wanted to extract certain conditions from it.",not_spam "Texas Department of Criminal Justice (TDCJ) publishes information on their current inmate population as an Excel (xlsx) file. Here is the direct download link: https://www.tdcj.texas.gov/documents/High_Value_Data_Sets.xlsx Alternatively, you can visit this link and click the ""High Value Data Sets"" link: https://www.tdcj.texas.gov/kss_inside.html",not_spam "Hey r/datasets! I'm new(ish) here and hoping you can help make sense of the sea of data on census.gov. Im trying to track down a number of households by zip code in a few specific US counties. I can't seem to find a breakdown by zip code - at least on data.gensus.gov. Can anyone tell me what I'm missing and where i might have better luck finding the data set? Thanks!",not_spam "Like the title says, I'm looking for a dataset that tracks weight loss for a lot of people and it would be great if there are many attributes available such as diet, calories, etc... Thank you all!",not_spam Where can I find a dataset with each sample contains only one image and structured data?,not_spam "I'm working on a project and I'm looking for interesting, mapable data sets for the city of Atlanta. Any suggestions?",not_spam "Hello, I'm taking an intro to processing class and we need to find a data set to produce a viz for. I'm really enamored with geography-centric data like this [map of where people run](http://flowingdata.com/2014/02/05/where-people-run/), or the [wind map](http://hint.fm/wind/), and especially the [Texas Secession Petition](https://www.youtube.com/watch?v=T1ff5ZkdbI8). I was wondering if a beginner would be able to produce something of that level in a semester? But my main question is are there interesting data set that could produce something that analyzes something deeper? So far I've found the [Capital Bike Share data](http://www.capitalbikeshare.com/system-data) and [Metro data](http://www.wmata.com/rider_tools/developer_resources.cfm), I was also thinking about color coding plot values based on assessor data and analyzing that with other metrics like grocery stores... but would that be more GIS? ",not_spam "I'm trying to build a dataset of Tumblr posts (specifically chat posts), but the Tumblr API seems to require that you know the blog names beforehand, whereas I just want to randomly scrape different blogs. Any solution to this? [Convenient link to the API: https://www.tumblr.com/docs/en/api/v2#hostname]",not_spam "Hi all, I am looking for dataset having various data center and computing machine's features/parameters which can be used to train Neural Network in order to predict and optimize energy and utilization efficiency of the data center. It would be rally helpful if someone can provide similar dataset. &#x200B; Like CPU utilization, disk usage, etc. and some of the below mentioned points. &#x200B; Some points: (the actual dataset could vary) &#x200B; Total server IT load \[kW\] 1. Total Campus Core Network Room (CCNR) IT load \[kW\] 2. Total number of process water pumps (PWP) running 3. Mean PWP variable frequency drive (VFD) speed \[%\] 4. Total number of condenser water pumps (CWP) running 5. Mean CWP variable frequency drive (VFD) speed \[%\] 6. Total number of cooling towers running 7. Mean cooling tower leaving water temperature (LWT) setpoint 8. Total number of chillers running 9. Total number of drycoolers running 10. Total number of chilled water injection pumps running 11. Mean chilled water injection pump setpoint temperature 12. Mean heat exchanger approach temperature 13. Outside air wet bulb (WB) temperature 14. Outside air dry bulb (DB) temperature 15. Outside air enthalpy \[kJ/kg\] 16. Outside air relative humidity (RH) \[%\] 17. Outdoor wind speed 18. Outdoor wind direction \[deg\]",not_spam "API Endpoint: http://stream.pushshift.io This will return SSE styled events for all new comments and submissions (99.99% of the time in correct order -- still QA'ing this part). Please let me know if you notice any issues. Eventually I will have parameters to only stream submissions or comments or specific subreddits. The event type is either ""t1"" for comments, or ""t3"" for submissions. Event data is a JSON string. **Parameters**: ------------------------------------------------------- *If more than one parameter is specified, they are treated as OR operations. Meaning that if you are filtering on the subreddit ""askreddit"" and also on the author ""automoderator"", you will get both in your stream. **subreddit**: Include any submissions or comments with this subreddit in the stream. **author**: Include any submissions or comments with this author. **over_18**: Restrict returned submissions (""t3"" events) to either NSFW(over_18=1) or non-NSFW (over_18=0) **event**: Limit to only comments or subreddits. Values are ""t1"" for comments and ""t3"" for submissions. (i.e. event=t3 to get only submissions) **match**: Does a regex on the body (comments) and title or self_text (submissions). Limit in any way you want. (i.e. match=subreddit"":""askreddit for only askreddit comments and submissions -- case insensitive). If you search for ""star"", it will match start. **start_id**: If you lose your connection to the stream and want to reconnect at a specific id location, pass the start_id parameter and the stream will replay from that id until it goes real-time. The stream buffers the last half hour of all reddit activity. Use the last processed event id. **previous**: Get the last X events starting from the current event. In other words, if previous=1000 is passed, the stream will give you the last 1,000 events in order and then resume in real-time mode. Max value is 100,000. **Examples**: --------------------------------------------------------- wget -qO- 'http://stream.pushshift.io/?subreddit=askreddit' **Filter only comments or submissions from the subreddit askreddit** wget -qO- 'http://stream.pushshift.io/?author=""automoderator"" **Filter only comments or submissions from the author automoderator** wget -qO- 'http://stream.pushshift.io/?event=t3&match=imgur **Show submissions that contain imgur anywhere in the JSON response** wget -qO- ""http://stream.pushshift.io/?event=t3&over_18=1"" **Get only NSFW submissions** *There is an underscore between over and 18. It should be over_18* wget -qO- --header='Accept-Encoding: gzip,deflate' ""http://stream.pushshift.io/?event=t1&previous=10000"" | gzip -dc **Stream the previous 10,000 events using compression (saves bandwidth) and then resume in real-time.** **Notes** ----------------------------------------------------------- The timeout is set to 600 seconds. If you filter by something very esoteric, the stream could disconnect after 600 seconds. Please be aware of that. The timeout resets for any activity. Also, there can only be one active stream per IP address. If you need more streams, we can talk. **Edit**: Working out a few kinks -- consider this to be in beta for the next week while I continue to QA this under load. Thanks! **Edit 2**: When using a start_id that is behind the most current id, the stream will deliver content 100 times faster until it catches up. **Edit 3**: When using the previous attribute, you can now get up to the last **100,000** events!",not_spam "I am trying to build a NLP model that would take in images of purchase order, and using spaCy's custom NER feature, extract data from them. Can anyone provide me with a training dataset required for training the model? If not, where can I find lots Purchase Order images? Google doesn't seem to have A LOT of them.",not_spam "Hi! I'm curious about how many many times an airline overbooks a flight. I've found an ASC file, however, there is little to no about of the data given in the file. Does anyone know where I can find a better dataset with better documentation and/or granulator data? The file found is located here: [https://www.bts.gov/browse-statistical-products-and-data/db20](https://www.bts.gov/browse-statistical-products-and-data/db20)",not_spam I am hoping anyone here whose job is in the information industry (like a information broker) could tell me if someone like me with no connections and virtually no college can get my foot in the door. Thank you,not_spam "hi, I am looking for a dataset the contains pictures of cars from a satellite or drones",not_spam "I'm a software engineer at [Liquidata](https://www.liquidata.co/), the creators of [Dolt](https://github.com/liquidata-inc/dolt) and [DoltHub](https://www.dolthub.com/). We published a [dataset of coronavirus state actions](https://www.dolthub.com/repositories/Liquidata/corona-virus-state-action) based on [NGA's State Action Tracking Chart](https://www.nga.org/coronavirus/#states) so that you can get the most up-to-date information about policies and guidelines in your state. For example, these are the state response start dates for California as of April 13, 2020: doltsql> select * from state_action_dates where state_id = ""CA""; +----------+----------------------------------------+--------------+-------------------------------+----------+ | state_id | state_action | sequence_num | start_date | end_date | +----------+----------------------------------------+--------------+-------------------------------+----------+ | CA | domestic_travel_limitations | 1 | <NULL> | <NULL> | | CA | eleven_thirtyfive_waiver_status | 1 | 2020-03-25 00:00:00 +0000 UTC | <NULL> | | CA | emergency_declaration | 1 | 2020-03-25 00:00:00 +0000 UTC | <NULL> | | CA | essential_business_designations_issued | 1 | 2020-03-26 00:00:00 +0000 UTC | <NULL> | | CA | gatherings_limits_and_stay_at_home | 1 | 2020-03-25 00:00:00 +0000 UTC | <NULL> | | CA | income_tax_deadline_extended | 1 | 2020-03-25 00:00:00 +0000 UTC | <NULL> | | CA | major_disaster_declaration | 1 | 2020-03-25 00:00:00 +0000 UTC | <NULL> | | CA | national_guard_activation | 1 | 2020-03-25 00:00:00 +0000 UTC | <NULL> | | CA | nonessential_business_closures | 1 | 2020-03-25 00:00:00 +0000 UTC | <NULL> | | CA | state_employee_travel_restrictions | 1 | <NULL> | <NULL> | | CA | statewide_curfew | 1 | 2020-03-25 00:00:00 +0000 UTC | <NULL> | | CA | statewide_mask_policy | 1 | 2020-04-07 00:00:00 +0000 UTC | <NULL> | | CA | statewide_school_closures | 1 | 2020-03-25 00:00:00 +0000 UTC | <NULL> | | CA | ventilator_sharing | 1 | 2020-04-09 00:00:00 +0000 UTC | <NULL> | +----------+----------------------------------------+--------------+-------------------------------+----------+ Learn more about this data and how we used pull requests on [DoltHub](https://www.dolthub.com/) to improve it in this blog: [https://www.dolthub.com/blog/2020-04-13-corona-virus-state-actions-using-pull-requests/](https://www.dolthub.com/blog/2020-04-13-corona-virus-state-actions-using-pull-requests/)",not_spam "Hello, I research gentrification and am currently looking for geographic data (preferably GIS) of where exactly gentrification occurs in US cities. I created a model which predicts gentrification based on US Census data and want to compare these predictions with real world examples. The problem is I only found a lot about single gentrification events, but not for example a map of a whole city, where the gentrification hotspots are marked. If you know something like this, please post it here. This would really help me.",not_spam "does anybody know a web based tool that allows to collect different, configurable data sets (e. g. some statistical data like the number of emails sent in a given period, the rate of finished tasks in percent or such things) and to create reports over this data? ",not_spam "Hi Iโ€™m looking for a wall crack dataset with negligible, moderate and severe types of wall cracks๐Ÿ˜Š",not_spam "I need dataset for my final assignment. It can't be from kaggle or UCI. Similar to the wine quality dataset or with customers (male/female) and their annual income or spending The requirements is it should have at least 5 variables and 1000 data.",not_spam "Does anyone know where i could find one this two types of datasets for a work project ? Ty in advance!",not_spam "I'm trying to make some maps with parliamentary constituencies and the ones in France came to mind, but I have no idea how to make the constituency shapes I can see on for example Wikipedia into shapes that can be used with a GeoJSON format. &#x200B; Does anyone please have a copy of this?",not_spam "Hi all- I'm on a bit of a fact-finding mission, and I'm looking for any dataset that pertains to carbon land credits or nutrient credits. Does not have to fit any specific parameters as the aim is to be used for an exercise. If anyone knows of any relevant rabbit holes to go down, that would me much appreciated!",not_spam Does anyone know if there is ShotLink and historical tournament winners out there anywhere?,not_spam "Hi! I'm looking for datasets related to Online Advertising. Any and all types of datasets would be greatly appreciated. Bonus points for alternative data sets on Online Advertising (Privacy infringements, changes in legislature etc.) THANK YOU!!",not_spam "Where can I find data of total corporate (or simply any donation) to political parties/candidates over time? There may be another way about this. Here's my hypothesis. Starting in the 1970s the wealth inequality gap started to increase - was this around the time corporations started more heavily contributing to political candidates? Yeah yeah yeah, correlation and causation, either way, it's interesting to me.",not_spam "I'm going to do this research about predicting review rating of some product. I am thinking movie review seems like an interesting problem. But I haven't found the dataset I need yet (obviously I need the number rating and the text review of the movies). [Movie Lens dataset] (http://files.grouplens.org/datasets/movielens) only provides the number rating without the full text review. [The Rotten Tomatoes dataset] (https://www.kaggle.com/c/sentiment-analysis-on-movie-reviews) is quite close to what I need, but the labels seem to be leaning more on sentiment analysis, instead of the actual number rating. I looked up IMDb API, but apparently they don't have open API. Can someone give me any suggestion? I am sorry if I am not being really clear (just ask me away), I hope I don't violate any rule. ",not_spam "Freedom House has one, but country coverage is very limited. I have looked into the Digital Society Project, but I don't know if they will update their data moving forward.",not_spam "Hey, I need a dataset which will provide me info about which power generator is connected by whom. For example, Generator A in UK is connected with Generator B, Generator B with Generator D, Generator D with Generator F from Belgium etc. In short words, this should be basic info in order to build a graph (edges in this case). If you don't have info about any dataset but rather have info about a website that provides this kind of info, please do write it so I can scrape the data myself.",not_spam "I hope this post is appropriate here! So far I have done 12 gigs, and I have no plans to stop. During edinburgh festival my goal is to do at least 30 gigs, by the end of the year i should have done at least 60. For a few gigs now I have been writing myself a little ""post gig"" note to remind myself of how it went. After my 12th gig today I had the idea to start collecting some hard data. I think once I've done a large number of gigs (like over 100) there should be some interesting trends and things to look at. Here are the things I am planning to log so far (and have entered for the gigs I've done already, where I can remember) Date Gig Name Venue Name Area Day of Week MC Name Number of acts Number of female acts (incl me & mc & headliner if appropriate) Number of audience members (if under 10 this is exact, over 10 is an approx) Number of female audience members (if under 10 this is exact, over 10 is an approx) Number of people I brought Who, if any, was the named headliner? Start time (of whole evening) End time (of whole evening) Time arrived home Minutes Performed Jokes totally fluffed Intended bits accidentally omitted Number of heckles (so far always zero!) Score I'd give myself out of 10 where: 10 = Absolute comedy genius & 0 = Dying on arse Score I'd give myself out of 10 where: 10 = Best I've done so far & 0 = Worst I've done so far Score I'd give myself out of 10 where: 10 = Best of the acts present & 0 = Worst of the acts present Out of 10: Nerves in hour beforehand Things I am considering logging that will require a lot more effort (listening back to the audio and counting): Number of jokes/moments I hoped for laughs Number of laughs (any kind) Number of small laughs Number of medium laughs Number of huge laughs Number of mid set applauses Any ideas for what else I should or could be logging?",not_spam "I've trained a ML model on the PASCAL VOC dataset (2012) (train+val) to *classify* images in 20 classes. I'd like to submit my results on the test dataset to the evaluation server (http://host.robots.ox.ac.uk:8080/ ), but it's always offline (as is the dataset page, in fact i downloaded train+val & test datasets from a mirror). Is there some dataset with the same label of the PASCAL dataset, or at least with compatible classes (eg: a lots of dog species that can be merged in a dog super-class) on which I can evaluate my results? ",not_spam "Any insights would help! &#x200B;",not_spam "I'm part of a joint class between the School of the Art Institute of Chicago and Northwestern University called Data as Art. It challenges us to think about data in different ways, and not just look at it as the result of some form of automated data collection we often see in our modern day lives. This dataset contains RGB values, color names, and brightness levels from the sunrise in Chicago on October 3rd. Thought some of you may enjoy playing around with this! [Chicago Sunrise Data](https://github.com/vc1492a/Chicago-Sunrise-Data)",not_spam "If the dataset has the raw numbers for each crime as well as the amount per 100,000 people, that would be even cooler.",not_spam "This is my own image dataset about rice and its diseases. The dataset contains more than 3300 images splits into 4 labels: 1 label for Healthy plant, and 3 labels for the diseases (Brownspot, Leaf Roller, Leaf Blast). The dataset was collected from the paddy fields in Vietnam, from April 2019 to May 2019. This dataset is the first version, so there are many problems (wrong labeling, noises,...). I am planning to keep up with developing this dataset in December 2019. Hope the dataset is useful for you ( อกยฐ อœส– อกยฐ) [https://www.kaggle.com/minhhuy2810/rice-diseases-image-dataset](https://www.kaggle.com/minhhuy2810/rice-diseases-image-dataset)",not_spam "Looking for Datasets on - us state parks us beaches us mountains us lakes us islands us rivers us counties",not_spam "Download the latest Amazon Product Dataset only on [DataStock](https://app.datastock.shop/). Offer valid till 5th April 2021! Hurry, Shop Now! https://preview.redd.it/clrgspw5d5q61.png?width=1200&format=png&auto=webp&s=be29b77b865c373fac29ad2d1e4846609bd8074f",not_spam "Because of the fact that Qualcomm acquired 20 billion neurons (20bn), jester dataset can't be downloaded from their[ website](https://20bn.com/products/datasets). Does anyone know an alternative source to download?",not_spam "I'm interested in finding in-game chat logs for online multiplayer games, and have been unable to find anything. Several papers on the topic have mentioned using League of Legends Tribunal data, which would be good, but I haven't been able to find that data anywhere. Thanks in advance!",not_spam I want to make a model to detect skin cancer. Where can I find images regarding that? ,not_spam "Hello, I'm a librarian at an academic library and I had some students that were wondering how to access the files at the bottom of this page: https://www.census.gov/data/datasets/2014/demo/nychvs/microdata.html They are .txt files. How do you save them? What program would you use to parse them? R studio? Sorry if this is the wrong forum to ask these kinds of questions.",not_spam "All kinds, ranging from CCNA, AWS, Photoshop, etc. I know there are varying levels/degrees to which these have perceived value, but just looking for anything and everything. I'm willing to pay to get this kind of data.",not_spam "Hello, would anyone know of a source that has kept record of college football games nationally televised over the years? I am hoping to find data on the teams involved, the time and date of the game, and the network the game was aired on. I am curious to learn more about the differences in exposure of various top-level programs as college football has become more and more televised over the past couple of decades. ",not_spam "New here. I'm an undergrad asked to compare sources of start-up financing for a professor, with very little instructions. I'm using the Kauffman Survey Dataset, here: http://www1.kauffman.org/kfs/Data-Files.aspx I'm trying to get summary statistics on it about sources of financing, but I have no clue how to combine what seems to be different variables for different years. I have some, but limited experience with stata. Am I totally hooped? (Please, don't just say 'use R', I beg you). ",not_spam "Im looking to get a hold of a data set that has come from a GPS unit worn by a player or several players during a sports game of soccer/football, rugby, netball, basketball, rugby league, or basically any sport really",not_spam "Hi Folks, Any guidance to where I can find dataset for consumer goods like shampoo, diapers, kitchen tissues, bathroom tissues etc?",not_spam "I'm looking to find some image datasets regarding sports for my final project for a ML course. There is a ton of raw sports data online that is easily accessible, but I cannot find any image based datasets. Two of the ideas that I was thinking of were1) taking a photo of a baseball pitchers release point of the ball to predict type of pitch/ball placement and 2) taking a photo of football line up to predict the play of the defense/offense. I've done a decent amount of digging and can't find an image based dataset for either of those two ideas. Does anyone know of any sports image datasets online that are free to access or am I out of luck with the project idea?",not_spam "When you are solving a problem, in what circumstances will you apply machine learning? Is it true that in every circumstance, machine learning will always outperform rules and heuristic approaches? In this article, I will explain using several real-world cases to illustrate why sometimes machine learning will not be the best choice to tackle a problem. Link: [https://towardsdatascience.com/when-not-to-use-machine-learning-14ec62daacd7?source=friends\_link&sk=90b0f6d1945e92f9fcdccc1d6c6a95f7](https://towardsdatascience.com/when-not-to-use-machine-learning-14ec62daacd7?source=friends_link&sk=90b0f6d1945e92f9fcdccc1d6c6a95f7) Comment below if you have any thoughts to add on!",not_spam "I'm looking for anything related to haunted houses, haunted attractions.",not_spam "Does anyone have a good source(s) of SQL databases, or CSV, that they would use to as examples in teaching about databases and SQL. I want to be able to say things like ""Write some SQL to get all employees for a salary over 30,000"". I could create these myself, but it seems time consuming... especially when thinking up names of people! Something with some tables to join on would be good to. Or do/would you just create your own?",not_spam "Hey all! Iโ€™m on the hunt for any sort of large dataset that pertains to music sampling. Iโ€™m writing a piece on Bob Jamesโ€™s song **Nautilus**, and knowing how often itโ€™s been utilized in hip-hop, Iโ€™d imagine any decent sized dataset would include enough information about that song itself. WhoSampled is a website where users can search a specific song or artist and get a comprehensive list on what samples a song has used or where it has been sampled elsewhere. Iโ€™ve looked through some archives about a now-defunct WhoSampled API, but it seems like it no longer works. Theyโ€™re notoriously tight-laced about releasing their data, and only release certain quantities of metadata to larger record companies or PhD researchers. If anyone has any sort of large dataset from WhoSampled or on music sampling in general, that would be greatly appreciated!",not_spam "Hi all, I'm looking for the current estimate by **census block**, not 2010 census data. Could be 2016 or 2015.. For some reason I can't seem to find it on the census bureau.. Thank you!!",not_spam "Hi all! Iโ€™m trying to data scrape fighter data using R, but Iโ€™m completely new to all of this. Can someone help me?",not_spam "if not, please recommend some other pedestrian datasets in MTMC. Thanks a lot!",not_spam "Open Images is a dataset of \~9 million images that have been annotated with image-level labels and bounding boxes spanning thousands of classes. * 15,851,536 boxes on 600 categories * 2,785,498 instance segmentations on 350 categories * 3,284,282 relationship annotations on 1,466 relationships * 507,444 localized narratives * 59,919,574 image-level labels on 19,957 categories * Extension - 478,000 crowdsourced images with 6,000+ categories [Link to the dataset](https://storage.googleapis.com/openimages/web/index.html)",not_spam "Hi, I am a beginner working on the system called Face Liveness detection, which works as anti-face spoofing in the face recognition system. I am focusing on mainly three types of attacks i.e. print attack, video/replay attack and 3D mask attack",not_spam "Hello, r/datasets. I'm currently working on a personal project where I'm monitoring my servers from a Wear OS smartwatch and checking it's workload for various parameters such as memory, per CPU usage, memory usage, swap usage, disk, and network usage, and a few more parameters. This project is opensource and I'm actively developing on it for fun and keeping the project board up to date. My machines are: * 6 laptop servers (4 cores + 16GB of ram each) * 1 raspberry pi 3B+ * 1 machine that might be added later that's super old (2 cores + 1GB of ram? Not sure) * A powerful GPU machine that I'll be getting in the upcoming months (??) I sample these machines every 10 seconds (this metric might change), meaning that in a year, I'd have 21TB of data. I was initially planning on periodically deleting this data, but I wanted to know if this type of dataset would be useful to anyone or where I would upload it as a public service to the data science people knowing how hard getting data can be, and because I couldn't find a similar dataset like this anywhere else. Currently, these servers don't do a ton of work because I'm usually busy with school + work + projects, but I intend to change that in the upcoming months by working on more projects and having work and to manage infrastructure. Please let me know if this dataset is something that would be valuable to you, and what projects are you going to use for it. Here's a [link to my GitHub](https://github.com/v2thegreat/Watch-Monitoring-System)[ Repo](https://github.com/v2thegreat/Watch-Monitoring-System) with the code for the servers + the App itself. Please Star if you think it's good! You can also follow the progress on the [project board here](https://github.com/v2thegreat/Watch-Monitoring-System/projects). Oh, and I might include the workload that the server is doing at a given time, but I haven't implemented that yet [View Poll](https://www.reddit.com/poll/huwroj)",not_spam Haven't been able to find any data set that are mapped to the person being measured. Wish to use it for training convolutional neural net for getting body measurements.,not_spam "Dear fellow Redditors! After hours of battling with dataferrett (I even installed firefox for it) and endless hours of looking for the datasets on census websites, I have decided to turn to you for your help. I am looking for the 2010 census data for the city wards of Chicago. The more characteristics the better. Rent prices are the most important though. I am really sorry for bothering all of you like this but I am truly desperate. I can only navigate in EUROSTAT and Czech statistical office websites. Factfinder is just a mess to me. I need the dataset in a csv or txt file if possible please. Thank you very much in advance! :)",not_spam "Hey, I know this question is really basic, but I've spend days trying to find a guide about this and I couldn't. So I've collected the responses and I have them in excel, and now I want to use a software (MaxStats) to do statistically analyze it. I've added a picture for the sake of clarity. Could I just replace all the answers with numerical values? In the image I added I tried to show what my questions are like. Can I just replace 0 - 1 times/hours with 1, then 2 -3 times/hours with 2 and so on? If I do this for each question and have values ranging from 1 - 4 on each question, will the software be able to do correlations/statistical tests between them? Will it know that 1 from this Q1 is different from the 1 from Q2? Or is there a better to turn questionnaire-type answers into something a statistical analysis software can recognize? I'd really appreciate some help, tutorials online always talk only about the statistics part, but they rarely say anything about how to get your survey data ready in the first place [https://ibb.co/XtgCVrJ](https://ibb.co/XtgCVrJ)",not_spam "Hello, I need help. I am. doing a project on mapping deforestation across Central America, and need to make a choropleth map in QGIS. I know how to make the map, but my problem is I have no clue where to actually find and download the data necessary for this project. Can anyone please help me find where I can download data files and shapefiles of Central American deforestation? Things that can then be put into QGIS to make a map of it all. Thank you, I am a huge beginner at this stuff.",not_spam I'm looking for a large collection or resumes and preferably knowing whether they are employed or not. Does such a dataset exist?,not_spam "Hello, I collected a dataset containing over 200,000 car offers with 26 variables from one of the largest car advertisement sites in Poland, and I want to share it with you. I would love to see someone use this data to perform some EDA or car price prediction. [Dataset on Kaggle](https://www.kaggle.com/bartoszpieniak/poland-cars-for-sale-dataset) Its my first public dataset and I would greatly appreciate any feedback.",not_spam "Looks like this may be a major scraping job of school districts' websites, but thought I'd check here first. Thanks",not_spam "Iโ€™m looking for a dataset pertaining to the vegans and omnivores across the world relating their age, country etc to their diet preference. Is there any source available? ",not_spam "Hello, I am looking for shape files for Bay Area annexations between 1950 and 2000. San Jose's [open government data](http://www.sanjoseca.gov/index.aspx?NID=3308) has provided me with their shape files, but I would love to find the data for Palo Alto, Sunnyvale, Redwood City, Santa Clara, Mountain View, etc. Looking through these city's websites hasn't yielded the data, but I could be overlooking it. Any suggestions on where else I might turn to and see if I can dig up the data? Thanks!",not_spam "Hello! I'm sharing the full tweets database (61M records, 13G csv file) I collected during US presidential elections in 2016 for my website whoispresident.com. Feel free to play with it, maybe compare with current tweets :) Hope this will be useful to someone. https://data.world/alexfilatov/2016-usa-presidential-election-tweets",not_spam "I have a data set of lat/long for the US where there were reports of earthquakes along with x and y coordinates and times when it happened. I want to make a map of the US and have a time that increases and shows where/when those earthquakes happened. Is there any software out there that I could use to help me make this a visual project? EDIT: There's a column for date time, and lat and long for location, and magnitude of earthquake. I wonder if there's an application where I can plot lat and long and create that slider.",not_spam The states could represent any domain and different data formats are ok as well. https://transitionmatrix.readthedocs.io/en/latest/,not_spam "I'm comparing a bunch of machine learning algorithms for my IB Computer Science Extended Essay, and was wondering whether anyone had links to good, simple medical datasets? I'm looking for something similar to Breast Cancer Wisconsin, though I can't do breast cancer this as its been done before. I was also considering the UCI Heart Disease, but it only has 303 instances. Thanks in advance!",not_spam Looking for pilesort or cardsort data with a large number of cards. A large n would also be nice.,not_spam "I have found the following datasets: 1. traffic package from Python - [https://traffic-viz.github.io/index.html](https://traffic-viz.github.io/index.html) 2. Open Sky Network Data - [https://zenodo.org/record/4485741](https://zenodo.org/record/4485741) 3. Open Sky Data and Flight Data - [https://github.com/ActiveConclusion/COVID19\_AirTraffic](https://github.com/ActiveConclusion/COVID19_AirTraffic) 4. Flight Data - [https://ansperformance.eu/data/](https://ansperformance.eu/data/) I have been trying to download the data from each but can't seem to figure out how to get the data I really need. It's for a project for one graduate course I am taking. I originally downloaded and merge the data from #2 and ended up with 5 million observations and could not distinguish which country was which and which was what airline. I saw some articles that have used some of the above data and they managed to get the data I am interested in but don't know how they got it. Example is below from the traffic package: [https://traffic-viz.github.io/scenarios/covid19.html](https://traffic-viz.github.io/scenarios/covid19.html) . Another example is this link that I got from the traffic package list of scenarios page: [https://12ft.io/proxy?q=https%3A%2F%2Ftowardsdatascience.com%2Fvisualization-of-air-traffic-during-covid-19-pandemic-c5941b049401](https://12ft.io/proxy?q=https%3A%2F%2Ftowardsdatascience.com%2Fvisualization-of-air-traffic-during-covid-19-pandemic-c5941b049401) &#x200B; https://preview.redd.it/6tzab78iaeq61.png?width=1576&format=png&auto=webp&s=c13327ed053ff8e9e7e7bf143bb464437120a6d0 I want to do an analysis like above, I want to get all all international airports and airlines then get data on the months and year they have gone to different locations from before COVID-19 to during the pandemic and present time. I would like to have the airline name, airport name, country, dates the airline departed and arrived the airport, etc. If anyone can help me out figure which of the above would have that data or what other dataset can I use?",not_spam "Hello, I am looking for a dataset that shows lead poisoning/ pollution in the US. I was able to find ones data from 1980 till present but I need it for the period between 1940-1980 as well. Does anybody know where I can find such datasets? Thank you.",not_spam "Hi! I am really struggling to find data I need for my research project. I am looking at the effect of gender, ethnic and educational diversity on firm performance. I need data on board compositions at the firm level, not national or industry aggregates. Can anyone help? I'd be VERY grateful!",not_spam "Hi, I'm looking for a Dutch text corpus, preferably with coherent paragraphs (not shuffled sentences). I could download/parse wikipedia but I have a hard time believing there isn't something out there already. I did some googling of course but couldn't find anything readily available. What I'm \*really\* looking for is a dataset of Dutch texts on rhyme, but at this point I'd be happy with any Dutch really.",not_spam "Hi, I am in my first year of college. I have been using a MacBook Pro all my high school and really like to work on it. Never gave me a problem. I am looking for Microsoft Surface Laptop 4 ( 13.5 inch ) for my data analyst journey. Reason that it has good size, light wight and there are some software that are only for Microsoft such as advance excel power Bi and many more. What you guys recommend ? My budget is under 2k NZD! Thank you",not_spam "Hello there, I am currently trying to write a program that uses all/most raw goods to simulate trading. For something like fruits I'll need information regarding ideal growth conditions and other basic info. Do you guys know a good source I can get this information from? Or if you an advice you can share as an experienced person, please share. Thanks in advance",not_spam "Specifically interested in paintings. There's quite a few services online that have this information but they're either subscription required or seem to only go back to 1985.",not_spam "So I hardly even know what a dataset is. Iโ€™ve been researching but canโ€™t really find anything in the proper format. I need a CSV dataset. I tried looking for ones about global real estate markets, clean energy, etc. If anyone has a dataset that easy to understand or generally interesting, please let me know!",not_spam "Does anyone have suggestions for a dataset comprised of consumer preferences? It seems the Netflix recommendations dataset is no longer available, and I'm looking for something similar. The idea is to use machine learning to predict consumer preferences, e.g., a consumer likes X and Y, and the algorithm would predict that the consumer also likes Z based upon the dataset. Thanks, Charles",not_spam "I was hoping to use an LSTM Neural Network to construct poems based on a training set, but I'm unable to find a good source for a large number of poems. Thanks!",not_spam This for a college project,not_spam I'm looking for a database of nationality by surname for a data analysis project.,not_spam Any advise would be appreciated:),not_spam Where can I find some free projects/datasets to work on Power BI?,not_spam Are there any data sets that have Marvel and DC super hero data. Including attributes/abilities first appearance issue and stuff like that,not_spam "I have code that is giving me the same results as these two sites http://rl.se/sub-solar-point http://www.skymarvels.com/infopages/vids/Earth%20-%20Sub-lunar%20Point%20001.htm I want to compare to some authoritative resource. aa.usno.navy.mil/data is down though and I'm not sure it would have such data to begin with?",not_spam Look to build a visualization similar to Zillow's charts for neighborhood by neighborhood price patterns for markets for Lamudi and OLX are active.,not_spam "Hey guys, does anybody have a dataset for aircraft price. It doesn't matter of used or new onces. I have just a dataset with small aircraft, like c172 or piper... But I need a price/cost dataset with large airplanes like 747, 787 or older aircraft types. If anybody can help me find remotely similar it would be a huge help. Thank you!",not_spam "I am looking for an unstructured data set (like a text file) that contains personal information like emails, phone numbers, addresses so that I can transform it into structured data. Any links? ",not_spam "Anyone care to recommend anomaly detection datasets? Specifically point anomaly datasets (i.e. binary classification / non-time series). The only good source I could find is in [http://odds.cs.stonybrook.edu/](http://odds.cs.stonybrook.edu/). Maybe someone else knows publicly available datasets from real world applications like from NASA or some other recent project? &#x200B; Thanks",not_spam "I'm developing a free app, currently with no ads, and I need some way to monetize it. I thought about selling datasets of anonymous usage statistics (assuming its user base will grow), are there companies who wish to buy such datasets usually ? how much is it worth ? (Without getting into too much details, the app allows people to listen to new music) Thanks everyone for your help",not_spam "Statistics such as PPG, RPG, TS%, etc in college as well as general stats like age, height, and wingspan are often used to predict future NBA success and I have an idea for a model that incorporates a few more variables into the mix for potentially better accuracy. Gathering these college statistics is very difficult due to the sheer number of college basketball players relevant to the how many of these players are drafted. The website with the college statistics (Sports Reference) bans web scraping as it has slowed down their site too much. However, some have already built a dataset of these statistics. An example is given below. [https://www.thestepien.com/2018/05/15/college-basketball-draft-model-starter-kit-database/](https://www.thestepien.com/2018/05/15/college-basketball-draft-model-starter-kit-database/) I've tried to get in contact with the author but his online presence has vanished. So now I will ask here, does anyone have an available dataset of statistics pre-NBA for players who entered the NBA Draft?",not_spam Looking for a collection of lyrics from rap/hip hop songs for a project. Plain text would be preferred if there is a copy in it. Thanks!,not_spam "I'm working on a market segmentation project and i'm trying to find a data vendor that can provide me with a list of companies and the number of customers each company has. I've looked into Hoovers, Data.com, Inside View but no luck so far. Any suggestions?",not_spam "Hi Statisticians, We are inviting you to participate in an insurance-related curation of data and data+models. Each successful submission of data(only) has an equivalent 300USD per successful submission up to 4. While the reward for data+model submission has an equivalent of 100USD per successful submission up to 3. Here is the listing policy for your 'data only' to be accepted: [https://ipfs.kleros.io/ipfs/Qmf7odAHKuyS2NyQcV16oPPficNuESJwEU7gqeJXo2mu4E/primary-document-for-data-submissions.pdf](https://ipfs.kleros.io/ipfs/Qmf7odAHKuyS2NyQcV16oPPficNuESJwEU7gqeJXo2mu4E/primary-document-for-data-submissions.pdf) Here is the listing policy for your 'data+model' to be accepted: [https://ipfs.kleros.io/ipfs/QmdTcyKVc8dfa2hi2sj5ChFupUe3ypmFhHwnxAt6jK6BQA/primary-document-for-model-submissions-1-.pdf](https://ipfs.kleros.io/ipfs/QmdTcyKVc8dfa2hi2sj5ChFupUe3ypmFhHwnxAt6jK6BQA/primary-document-for-model-submissions-1-.pdf) I'll be glad to assist you in submitting your entries that need a little knowledge on Metamask, Send/Receive of Ethereum, and Curate dApp. You may also challenge a submission should you find it not within the rules of listing acceptance. The bounty ranges from 80USD-150USD plus .07 ETH for a successful challenge."" Original announcement: [https://blog.kleros.io/kleros-as-a-tool-for-open-innovation/](https://blog.kleros.io/kleros-as-a-tool-for-open-innovation/)",not_spam "**Open Risk Data** is any dataset that has direct or indirect applications in *Risk Management* and is released under an [Open Data](https://en.wikipedia.org/wiki/Open_data) license. We maintain at the Open Risk Manual [a list of such open data sources](https://www.openriskmanual.org/wiki/Open_Risk_Data) that can be used for various risk management domains (credit, market, operational risk). Its a live entry, the content is released under a Creative Commons License and contributions are very much welcome!",not_spam "As a disclaimer, I am a beginner at working with data. The issue is that most datasets that I have found don't have primary keys and other constraints defined, so they don't seem adequate for practicing SQL joins, etc., without a lot of initial data wrangling/cleaning involved. I would like to find a dataset which is as ready to use as possible so that I can just import it and start practicing. Any help, or any dataset suggestions, is/are much appreciated! Note: I am using PostgreSQL. *(Sidenotes: I'm not sure what to call what it is that I am looking for, which is why I'm having trouble knowing how to proceed. Should I maybe look for datasets with a data dictionary, DDLs, or metadata? Or should I look for ""databases"" instead of for ""datasets""?)*",not_spam "I'd like to find a dataset that can be used to train ANN in order to predict the volume of traffic in a network. &#x200B; If the dataset is heavily cited that'd be nice &#x200B; thanks",not_spam can someone help me find data sets where i can see the items that people buy together,not_spam "Soooo I am brand new to the world of public datasets....and hoping someone can help me. I hope this isn't too dumb of a question: how do I connect to a publicly available dataset in PowerBI? If I'm being specific for which dataset: [https://data.transportation.gov/Aviation/Airline-On-Time-Performance-and-Causes-of-Flight-D/r52d-vs5d](https://data.transportation.gov/Aviation/Airline-On-Time-Performance-and-Causes-of-Flight-D/r52d-vs5d) I tried taking the link and using it as a web source - failed....clicking the link within a browser gives a 'not found' error.....and I don't see any details on downloading a csv or any dats source. Was hoping for some kind of OLE DB connection or something like that? But not seeing anything about it. I appreciate any help to such a simple question (I hope, at least)! It could just be misunderstanding what a public dataset is intended to be used for? I was hoping it means you can connect to it and/or use the data to form your own analytics, etc. I appreciate any insight!",not_spam "Following, and attempting to improve upon, [this model](https://towardsdatascience.com/automatic-speaker-recognition-using-transfer-learning-6fab63e34e74), I am creating a data set to train a convolutional neural network (CNN) to identify speakers by scraping LibriVox. In the original work, the authors used 45-minute audio clips from 57 unique speakers. These clips were trimmed into pieces with an individual duration of 5 secs, and the spectrograph for each piece was found. This served as the training set for an image-classifier CNN. The authors cited resource constraints for their choices. I have acquired 981 unique readers with varying runtimes (tens of minutes to hours) and have access to multiple large supercomputing clusters. I am trying to determine the optimum way to pre-process this data in terms of runtime limitations and duration of the pieces. Are there any obvious pitfalls of using 20 ms pieces as I've seen in other models? Should I stick to a set total runtime for each reader (e.g. 45-minute clips)? How would you optimally prep this data? This is my first, independent machine-learning project, so I appreciate any and all feedback.",not_spam I am going to develop a chatbot using Rasa NLU and I need to use it's tensorflow pipeline. To train my model I need a dataset with intents and user utterences in English. Could anyone please share a dataset suitable for this task?,not_spam "Hello fellow students/ scientists, I would like to download the dataset of Stanford Marketing Basket Database. This dataset contains data about households on supermarket trips during 1991 to 1993. I see it used in many papers and was wondering if it was for download. ",not_spam "I'm building a stock trading app and I'd want to have a page where users can see information about each stock, like what the company does and a brief history of operations. There are plenty of API's for market data, but I was wondering if there's a dataset or an API that can give qualitative information about each stock.",not_spam "Hi friends. You guys helped me out a ton last time and now I'm looking for a miracle. I need to look up 2,000 zip codes to find their plant hardiness zones. I found this site http://climatesource.com/cgi-bin/csshop/zipdata.html that charges to look up data. They charge $.03 a zip code. The USDA lets you look up individual zones but I can't write a script because of the CAPTCHAs. I will withold my commentary on this. Do you guys have any good sources for me so I don't have to pay $60? ",not_spam "Does anyone know of a freely available dataset with random interesting facts similar to something like the following: https://didyouknowfacts.com/facts/ I don't seem to be coming with much doing searches.",not_spam I'm currently working on building a dataset of every single Person of the Year since 1927 but I'm having a hard time finding the url's for cover stories for anything before 2009? Does anyone know where I can find these? I promise to share the dataset + the for loop I wrote to webscrape these url's,not_spam Looking to build out a project to measure the correlation between regional wealth and density of private schools...,not_spam "Hello guys, you all might know by now that Uber and Grab have merged in South East Asia. With this, they removed Manila Uber Movement data. I was hoping if any of you had downloaded some of the data, if not all? ",not_spam "Hey reddit, I'm looking for a current data set regarding demographics and income. I'm looking to predict income, based on the variables in the dataset(age, employment, marital status, ect..). I was able to easily figure this out with the data set that i have, the problem is it is from 1994. I was hoping to find a more current data set to compare this for a presentation. This has become a lot more difficult than I first anticipated, and have now turned to reddit for help. I've include the data set below, and if you could at least point me in the right direction for finding a similar, updated set (2010-13)I would greatly appreciate it. http://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.data",not_spam "I'm doing my master thesis right now, and I'm trying to find a dataset that shows celebrities (mostly concerned on Hollywood actors/actresses) usage of various social media (Twitter, Instagram and Facebook). If it can show the monthly amount of posts/followers/following they have for the years of 2015-2016, then it would fulfil the missing part of my research. Thank you!",not_spam " 1. What are the **multilevel diseases** that **identify** with help of scanning **images**? Such as diseases that identify from MRI, X-ray, CT scans. As **examples**, I can say Breast cancer, Chronic liver disease. 2. Where can I find the **image dataset** for that disease? Any ideas and suggestions are much appreciated๐Ÿ–ค",not_spam "Hello, I would like to obtain a dataset to analyze impacts of browsing behavior and customer purchase pattern. I have been unable to find it publicly. The ideal data set would have a time series set of web analytic data (page views, clicks, funnel or conversion tags, page metadata, etc.) and a time series set of e-commerce data (customer transactions, cart size, etc.) If anyone has any advice how to collect or ability or provide I would be appreciative. Thank you.",not_spam "Hello, Do you know where can I find a dataset of stocktwits twits annotated? I'm trying to do some sentiment analysis on the twits of stocktwits and cannot find a annotated dataset. Cheers.",not_spam "I'm looking for various datasets on locations of tables found in parks, commonly known as picnic tables. If you can provide a translation of what I would call this in different languages, that information is also highly useful :) Please let me know if you come across any! Thanks in advance!",not_spam "I've found some information on Zillow's website but it doesn't include the cities I'm looking for, specifically around the Oklahoma market. ",not_spam "Does such a thing exist, i have some nice ideas for it",not_spam "Just as the title says, I'm looking for word for word transcriptions of every press conference and speech made by the president. nice to have: for any US public official.",not_spam "Outside of visiting sites like Kaggle where the data is more or less in a form that's ingestible... What are some other techniques or search keywords you use to find data sources and not just a website with a table of results from some transformation on a data set? E.G. I want to find data on dental health... but most sites give tables with statistics and not the actual source... Is there a certain term I'm not searching for that I should be? How can I filter out findings and get to the meat of the data?",not_spam "I'm interested in learning about diseases, as well as modeling their spread, but I only find bits and pieces in scholarly articles.",not_spam "I am interested in all types of electric vehicles. I had been hoping to find some datasets regarding what sorts of lithium batteries were in use (e.g. lithium-polymer, lithium-ferrophosphate, lithium cobalt, etc.).",not_spam "File: https://files.pushshift.io/reddit/moderators/moderators.json.gz This dump includes slightly more than the top ~~10,000~~ (Now contains over ~~13,000~~ ~~20,000~~ ~~30,000~~ 40,000) subreddits by number subscribers and contains every moderator within each subreddit including when they became a moderator and their moderator privileges. As an example of the file format (ndjson), here is what the info looks like for this subreddit: { ""created_utc"": 1255017365, ""nsfw"": false, ""retrieved_on"": 1526089835, ""subreddit_id"": ""t5_2r97t"", ""subreddit_name"": ""datasets"", ""subreddit_type"": ""public"", ""subscribers"": 35898 ""moderator_data"": [ { ""author_flair_css_class"": ""major"", ""author_flair_text"": ""major contributor"", ""date"": 1470128713, ""id"": ""t2_1vrx"", ""mod_permissions"": [ ""all"" ], ""name"": ""cavedave"" }, { ""author_flair_css_class"": null, ""author_flair_text"": null, ""date"": 1470313595, ""id"": ""t2_ev60a"", ""mod_permissions"": [ ""all"" ], ""name"": ""Inform8n"" }, { ""author_flair_css_class"": null, ""author_flair_text"": null, ""date"": 1470451165, ""id"": ""t2_9cozb"", ""mod_permissions"": [ ""all"" ], ""name"": ""hypd09"" }, { ""author_flair_css_class"": null, ""author_flair_text"": null, ""date"": 1470605255, ""id"": ""t2_65auh"", ""mod_permissions"": [ ""all"" ], ""name"": ""tornato7"" }, { ""author_flair_css_class"": ""pushshift"", ""author_flair_text"": ""pushshift.io"", ""date"": 1470950032, ""id"": ""t2_bk1iz"", ""mod_permissions"": [ ""all"" ], ""name"": ""Stuck_In_the_Matrix"" }, { ""author_flair_css_class"": null, ""author_flair_text"": null, ""date"": 1472199031, ""id"": ""t2_ak7x4"", ""mod_permissions"": [ ""all"" ], ""name"": ""thecodingdude"" }, { ""author_flair_css_class"": null, ""author_flair_text"": null, ""date"": 1476804966, ""id"": ""t2_6l4z3"", ""mod_permissions"": [ ""all"" ], ""name"": ""AutoModerator"" }, { ""author_flair_css_class"": null, ""author_flair_text"": null, ""date"": 1493267796, ""id"": ""t2_17cjsn"", ""mod_permissions"": [ ""posts"", ""flair"" ], ""name"": ""Flairer"" }, { ""author_flair_css_class"": null, ""author_flair_text"": null, ""date"": 1504664171, ""id"": ""t2_ajyuab0"", ""mod_permissions"": [ ""posts"", ""access"", ""flair"" ], ""name"": ""ai_mod"" } ] } Basic Python Example for using file: #!/usr/bin/env python3 import gzip import ujson as json f = gzip.open('moderators.json.gz') for line in f: j = json.loads(line) subreddit_name = j['subreddit_name'] subreddit_type = j['subreddit_type'] subscribers = j['subscribers'] created_utc = j['created_utc'] ... # Do whatever with the above mods = j['moderator_data'] number_of_mods = len(mods) for mod in mods: ... # Cycle through moderators if 'all' in mod['mod_permissions']: ... # Only do stuff if mod has full permissions print (mod) ## Subreddits with the most moderators Subreddit|Subscribers|# of Moderators --:|--:|--: science|18641755|1500 askscience|15434971|433 gratefuldead|35001|225 PartyParrot|91645|125 dickgirls|10487|114 worldnews|18671986|99 badphilosophy|33469|92 LondonSocialClub|14500|80 verypunny|19608|64 TheBluePill|43293|61 androidcirclejerk|13765|60 wallstreetbets|254969|59 redesign|7907|57 rarepuppers|617931|54 AskScienceDiscussion|34779|54 OutOfTheLoop|863114|50 creepyPMs|355107|48 TwoXChromosomes|11671392|46 relationship_advice|545597|45 onionhate|10606|45 battlefield_live|10196|45 Braveryjerk|19651|45 listentothis|12965137|44 TopMindsOfReddit|82642|42 LateStageCapitalism|289100|42 ##Subreddits with a disproportionate number of moderators compared to subscriber count Subreddit|Subscribers|# of Moderators|Ratio --:|--:|--:|--: dickgirls|10487|114|0.0109 redesign|7907|57|0.0072 gratefuldead|35001|225|0.0064 LondonSocialClub|14500|80|0.0055 WDP|7566|37|0.0049 unlimitedbreadsticks|8643|38|0.0044 battlefield_live|10196|45|0.0044 androidcirclejerk|13765|60|0.0044 onionhate|10606|45|0.0042 CreedThoughts|8795|36|0.0041 Thinking|9095|34|0.0037 arenaofvalor|9553|34|0.0036 verypunny|19608|64|0.0033 promos|9538|31|0.0033 Gumcels|9018|30|0.0033 hapas|9599|31|0.0032 EtikaRedditNetwork|7154|23|0.0032 Flexicas|7613|22|0.0029 InternetAMA|7098|20|0.0028 duckduckgo|8252|22|0.0027 badphilosophy|33469|92|0.0027 TiADiscussion|8029|22|0.0027 ethdev|11736|30|0.0026 TastyFood|12857|34|0.0026 ayylmao|14960|38|0.0025 ##Sampling of Subreddits with no moderators Subreddit|Subscribers|# of Moderators|Ratio --:|--:|--:|--: AmateurXXX|8575|0|0.0 AmazingTeens|14671|0|0.0 CinnamonWomen|8978|0|0.0 Cumonin|12555|0|0.0 DnDIY|7846|0|0.0 DraculaBiscuits|18318|0|0.0 Dungeons_and_Dragons|13890|0|0.0 EroticCockWorship|21820|0|0.0 ForeheadCum|7561|0|0.0 GirlsCuddling|24632|0|0.0 Hegre|13308|0|0.0 HungryBabes|8562|0|0.0 HungryButtsGW|7605|0|0.0 NextDoorBoobies|8414|0|0.0 OrgasmContractions|7464|0|0.0 PerfectMoment|7147|0|0.0 PrettyLittleCumsluts|14136|0|0.0 SmallHome|8012|0|0.0 Straps|7554|0|0.0 TheLandingStrip|15406|0|0.0 VeryExpensive|29041|0|0.0 boobgrabs|12394|0|0.0 cryptocurrencynewico|12429|0|0.0 cutecunts|11726|0|0.0 fuckyeahsexyteens|13805|0|0.0 ",not_spam "I am currently working on my master's thesis in 3D Pose Estimation, Computer Vision. Therefore I am searching for a **Rapid Upper Limb Assessment (RULA)** or **Rapid Entire Body Assessment (REBA)** video dataset for 3D pose estimation with ground truth (either as 3D pose or depth). Perfect was RGB-D \[d=depth\] videos with GT as 3D pose. Sample: [RULA Employee Assessment Worksheet](https://ergo-plus.com/wp-content/uploads/rapid-upper-limb-assessment-rula-1.png) by ErgoPlus In particular I am looking for a single-person video dataset. Ideally the person moves only one limb at a time, recorded like in a natural doctor's office (no need for articial scenery as well as non-essentially clean ""laboratory conditions""). * I know about [AMASS](https://amass.is.tue.mpg.de/) (and alike datasets), but these require to model and animate the pose I want to see - and without MoCap that might result in unnaturally movement. * Further most RGB-D datasets like [RGB-D People Dataset](http://www2.informatik.uni-freiburg.de/~spinello/RGBD-dataset.html) dont fit due to multi-person videos. Feel free to even point my nose on something. Even by googleing I feel stuck now. Thank you in advance for your time :) I am writing my thesis in Germany where afaik RULA apps do not exist yet. I have no commercial affiliation.",not_spam "Hello /r/datasets! I'm a non-academic researcher/programmer, working on a few music-related tools. I'm not affiliated with any universities, however. Just came across the Spotify million playlist dataset. The challenge is already over, but I have a couple of applications that this would be useful for. Any chance anyone has the whole thing and would be willing to share? Thanks in advance! ",not_spam "* [Endole](https://www.endole.co.uk/) is the way to generate B2B leads, identifying UK B2B leads and data about your customers in seconds. Also, it enriches your sales opportunities with targeted searches, allowing you to filter through millions of new UK business opportunities - finding potential customers and instantly generating their business contacts to reach out to them. Helping you target companies with over 50 smart filters, including Location, Industry, and Financial-based segmentation. &#x200B; * [Global Database](https://www.globaldatabase.com/our-data) \- from my personal standpoint I consider that this is the most innovative platform nowadays, offering unlimited downloading of the contacts (company and executive profiles) over the world without any additional costs and allow integration with CRM, App, and Marketing Automation tools. Through filters, you can find exact contacts (employee and companies profiles) filter by industry, location, company revenue/size, seniority level (CEO, CXO, director, managerโ€ฆ). In the same time, the platform offers full information about technologies used by every company in part. Once you follow one profile, you get a notification when it changed email. &#x200B; * [Company Check](https://companycheck.co.uk/) is free to use, with unlimited company searches and basic information including registration details, key financials and director records, available at your fingertips instantly - at no charge. You can find graphed key financials for all UK companies including Cash at Bank, Net Worth, Current and Total Liabilities and we will continue to add more free data including further financial analysis, director details, and related companies. Register with us and benefit from our company Watch service with unlimited email alerts and take advantage of our unique personalized dashboard to manage the companies and directors that interest you. As a suggestion, the faster and better way to find a provider is to request a free trial on the companyโ€™s website, thus you will have a clearer image about the quality of the platform, how this is working, being able to evaluate customer experience when an agent will show the platform and also you will ask whatever question, analyzing the transparency of the company. Good luck! &#x200B;",not_spam "Hello Reddit, I'm looking for 'natural' large graph datasets (hopefully labeled). By natural I mean datasets where graph is close-to-original structure (like karate graph or dolphins). I want to avoid graph with adjacency matrix being similarity (or its approximation) matrix as I find those less 'natural' (sorry for that fuzzy term here) My final goal is to run clustering algorithms (spectral, local and others) so labels would be appreciated for further evaluation, thanks ",not_spam "Stanford and the European Space Agency are currently hosting a public competition on pose estimation for spacecraft rendezvous applications. The link to the publicly available dataset as well as further info on the competition can be found below. Disclosure: I was personally involved in the creation of the dataset, please feel free to post questions below or on the competition website, thanks! &#x200B; Link: [https://kelvins.esa.int/satellite-pose-estimation-challenge/home/](https://kelvins.esa.int/satellite-pose-estimation-challenge/home/)",not_spam "I am looking for the source campaign finance data for Cyrus Vance Manhattan District Attorney. I've searched [http://www.nyccfb.info](http://www.nyccfb.info) and [https://nyccfb.info/follow-the-money/data-library/](https://nyccfb.info/follow-the-money/data-library/) Does anyone know where to get the source data files?",not_spam "Iโ€™m dealing with a dataset with has values of atmospheric pressure as 0.1bar to 1.8 bar. (Max and min atmospheric pressure is 1.08bar and .8bar respectively.). Similarly temperature ranging from -170degree Celsius to 300degree celsius. How should I deal with them to feed in a Machine Learning model?",not_spam "For example to any questions that require a yes/no answer. Example: Would you like to subscribe to cat facts? Then data with responses like: ""Yes"" ""No"" ""I LOVE CATS YAAAAAS""",not_spam [https://medium.com/@Synced/huge-new-nsfw-dataset-for-content-filtering-c8e6a323d67c](https://medium.com/@Synced/huge-new-nsfw-dataset-for-content-filtering-c8e6a323d67c),not_spam "Where can I find the official 2020 election dataset (so far)? I want to use this to better learn SQL and I wanted to create a gradient map (instead of red/blue) to see kind-of a 'heatmap' if you will of where our country stands with regard to candidate support. **Edit:** *this is purely for education. I have no desire to try to prove/disprove anything.*",not_spam "I have downloaded the CK Dataset since I plan to do some emotion detection but I am unable to figure how to translate the scores and folders numbers to what emotion they represent. Any help around this situation would be delightful. Dataset Link : [http://www.consortium.ri.cmu.edu/data/ck/CK/](http://www.consortium.ri.cmu.edu/data/ck/CK/)",not_spam "Hey! Im looking for either a source or how to best build a dataset of stock market manipulation cases where action was taken by the SEC. Any help would be phenomenal. Thanks! EDIT: Any possibility there is a simple list of all US companies that had accounting scandals out there? Only found a small list from forbes with 20~ data points that was stopped in 2003, but im gonna need more than 20 observations....",not_spam "Please help me by providing different scenarios in which this data can be visualized https://github.com/BurntSushi/nfldb As part of classroom project we are working on the dataset. We need to formulate and create a research problem that will allow intelligence extraction from dataset. ",not_spam I am wanting to build an app similar to PC part picker for a school project. Does anyone know of an API to contains the data I would need?,not_spam I've checked out ScanNet's. Are there any others?,not_spam " Curious to see if anyone has come across a fantasy football dataset before? I havenโ€™t looked that hard, but I checked on Kaggle and found the dataset below. Itโ€™s cool, but Iโ€™m looking for last yearโ€™s fantasy points for each player, or the last couple of years. Iโ€™m not really interested in just stats. Maybe someone has scraped a fantasy site? [NFL Stats](https://www.kaggle.com/zynicide/nfl-football-player-stats)",not_spam "Any experts here on CMS data? ( [https://data.cms.gov/](https://data.cms.gov/) ) Looking for inpatient Hospital PICC & CVV procedures. Not sure which of the many databases that they have to start in.",not_spam "After doing a lot of data collecting for work I thought I would gather and share all the data sources and datasets I have seen regarding the COVID-19 pandemic. &#x200B; [https://github.com/weber-stephen/COVID-19-Data-List](https://github.com/weber-stephen/COVID-19-Data-List) &#x200B; I put it on Github in the hopes that people would add to it and we could all benefit.",not_spam "First reddit post ever guys. I'm trying to find some good dataset leads. Specifically, investigating the market size of potential Senegalese female investors -- potential high net worth individuals, % of women at X, Y, Z socioeconomic or income level, etc. I've looked at the WB's World Development Index and the UN's Human Development Index. Any suggestions, send 'em my way please.",not_spam "I have two similar dataframes for two different years. They have same columns. I want to combine that so that I have one big dataframe. How to do that in Python? Is it merge, concat or join? What type? Thanks",not_spam "I'm looking to convince my manager to consider working with machine learning based analytics in addition to the ""normal"" analytics we do. In our company, something to at least remind people about phishing on more suspicious looking emails would be very welcome. All I could find was phishing websites, and nothing on emails. I found one set of a few reported phishing emails, but in the name of safety all the URLs were removed, which is a lot of helpful information missing. Thanks for any help looking for a data set on this!",not_spam "Looking for a dataset with injury history by team in College Football. I plan on conducting a study to see if strength of schedule/conference are a factor in injuries. The ideal dataset would include team, injury and injury duration. Any potential leads would be much appreciated!",not_spam "Does anyone know of a mirror for the BookCorpus data set? The original link gives a forbidden error. [http://www.cs.toronto.edu/~mbweb/](http://www.cs.toronto.edu/~mbweb/) [Here's the tweet announcing it's release] (https://twitter.com/rsalakhu/status/620000728191528960)",not_spam "Download it [here](https://drive.google.com/open?id=1TQQuT60bddyeGBVfwNOk6nxYavxQdZJD) from my Google Drive. The size is 681MB compressed. You can visit my GitHub repo [here](https://github.com/nicolas-gervais/predicting-car-price-from-scraped-data/tree/master/picture-scraper) (Python), where I give examples and give a lot more information. Leave a star if you enjoy the dataset! It's basically every single picture from the site [thecarconnection.com](https://thecarconnection.com). For more details, visit the repo. Picture size is approximately 320x210 but you can also scrape the large version of these pictures if you tweak the scraper. I did a quick classification example using a CNN: [Audi vs BMW with CNN](https://github.com/nicolas-gervais/predicting-car-price-from-scraped-data/blob/master/picture-scraper/Example%20โ€”%20Audi%20vs%20BMW%20ConvNet.ipynb). Complete list of variables included for *all* pics: 'Make', 'Model', 'Year', 'MSRP', 'Front Wheel Size (in)', 'SAE Net Horsepower @ RPM', 'Displacement', 'Engine Type', 'Width, Max w/o mirrors (in)', 'Height, Overall (in)', 'Length, Overall (in)', 'Gas Mileage', 'Drivetrain', 'Passenger Capacity', 'Passenger Doors', 'Body Style'",not_spam "Hi all, I'm looking for a historical dataset of premier league statistics that has a link between an individual player and the team that he played for. There are a lot of datasets, but none that I can find that have, for example, a team table and a player table where there is some sort of team id in the player table that links the player to the team they played on. &#x200B; If can someone can point me to a dataset with this feature, I'd be grateful. &#x200B; Any help is appreciated.",not_spam Hi! I'm looking for full body images for BMI estimation. However I've not been able to find a relevant data set. Any data set that contains full body images (may be silhouettes for anonymity) along with height and weight is desired. Any help from the community will be appreciated. Thanks!,not_spam Looking for a dataset that would allow me to see which countries have been under communist rule at any point in their past.,not_spam "Hey all. I have recently been looking for some database of academic research papers metadata (so authors, title, year of publication), but have yet to find one. Is anyone aware of such DB which I could download somewhere? If not, what would be the best approach to gather such data (ideally with little to no costs involved)? Thanks!",not_spam "So a lot of us have probably seen the chart that plots THC to CBD ratio over time, but that only goes up to 2014. (Also, the data was gathered from seized supplies, however that might affect it.) Is there ANY data on the average THC to CBD ratio for years 2015-2020? Or anything that might help me to figure it out? e.g. average annual thc/cbd levels, etc. Thanks in advance!",not_spam "I'm trying to figure out what FitBit (or similar smart watch/smart device) people have for tracking data. I'm having a hard time finding good reviews that focus on this as a main consideration. Main biomarkers to track would be the standards \- heart rate \- gps/steps/stairs \- sleep tracking Any advice would be helpful, including things like how hard it is to export the data, and what portions of data are actually accessible after the export. [View Poll](https://www.reddit.com/poll/g0kply)",not_spam "Hi Folks, I am looking for a dataset that would be used for symbolic regression through gene expression programming. I am going to compare the results with the Neural Net based regression. I have used the Boston house prices dataset so far but results are not encouraging on GEP. If anyone has any idea, please help.",not_spam I'm looking to download historical hourly data going back a couple years for Nike stock.,not_spam "Hey, I am looking for recent data about the LoRa (LoRaWAN) technology. The number of devices used worldwide, their location, technical metrics, info about LoRa satellites, any data connected to protocols similar to LoRa (Sigfox). If not, then generally IoT devices' data (needs to be quite up-to-date). Any data is useful! If you help me to find something, I will be really grateful!",not_spam Is there a dataset that should help me detect slurred speech?,not_spam "Hello guys Do you know where i can download datasets (maybe in excel or csv) of sectoral ETF's return on a daily basis? Thank you so much",not_spam "Open Elections is an exciting source of election data, but having the data spread across per state repository and directory per cycle makes it hard to consume. Also CSVs do not provide type safety. We built a Dolt dataset using the precinct level voting totals (almost) nationwide. Would be great to get contributions from those interested. Also, Open Elections is awesome and folks should contribute to the valuable work they are doing! &#x200B; [https://www.dolthub.com/blog/2020-07-01-open-elections/](https://www.dolthub.com/blog/2020-07-01-open-elections/) [https://www.dolthub.com/repositories/open-elections/voting-data](https://www.dolthub.com/repositories/open-elections/voting-data)",not_spam "Hey guys, I'm looking for a dataset of webpage screenshots and what URL it came from. I'm trying to see if there are discernible design differences by country, so it'll need to be screenshots of webpages from around the world. Something like the thumbnails from the [Wayback Machine search results](https://web.archive.org/web/*/potato) would work, but I have no idea if there is an efficient way to download these. I appreciate the help! Thanks!",not_spam "Looking for a dataset with first and middle names. Whether this data is scraped from various sources, or from public data, I'm just looking for a large volume of names.",not_spam I am looking for a dataset with a minimum of 200 columns and to address a business problem associated with the dataset for my machine learning class. Any help would be much appreciated.,not_spam "I'm looking for a way to go to a map, put down a bunch of location markers, and then easily find the distances between pins. Another possibility would be to somehow find the distances between addresses. Basically, I want to be able to get a hold of the distances between points without entering each place on google maps, clicking ""get directions"" and looking at the travel distance. Does anyone have any thoughts? Thanks everyone, I really appreciate your help!!",not_spam "Hi allI would like to ask where can I find dataset with wrong data CSV or any RDF format ? try to found it but i did not find. and thank you",not_spam I have 2 tables. Table One with 190 customer latitude and longitude. Table two with 7 Warehouse Latitude and Longitude. How do I find the nearest warehouse for each customers and visualize it?,not_spam "I am looking for a timeline of state mandated business capacities for all 50 US states since March 2020. Specifically, bars and restaurants would be nice, but general business mandates would work. I'm trying to do an analysis of sales and the correlation to mandated closures due to coronavirus to create some type of crystal ball forecasting. Really all I need is state, date, and % capacity. Any ideas on where I could find this would be appreciated!",not_spam "Howdy! I'm an academic researcher working on some statistical analysis for the following project: ""Relational data between political parties, education, and income disparities."" I'm throwing up a bat signal to this community because I can't seem to locate a complete dataset for 2018. ^(Some states offer this data publically, others only allow academic or political agencies to request this data. I do not need any personally identifiable data.) I only need the following columns: *US county name*; *US Census GEO\_ID* (if available); the *percentage of each major political party*. Optimally I'm looking for something in .CSV format but as long as I can put it in a table I'd be okay with that. Would anyone be able to help me? Cheers!",not_spam "[https://www.dolthub.com/repositories/Liquidata/covid-stimulus-watch](https://www.dolthub.com/repositories/Liquidata/covid-stimulus-watch) Thanks to the folks at COVID Stimulus Watch. [https://data.covidstimuluswatch.org/prog.php?detail=opening](https://data.covidstimuluswatch.org/prog.php?detail=opening)",not_spam The English dataset at voice.mozilla.org/en/datasets is huge (~30GB) and I wish to download a smaller part of that dataset(~2-5GB). Couldn't find something like this on Kaggle as well.,not_spam "I am working on building a language classifier in speech/audio samples. I have been trying to find a dataset which may have considerable number of speech samples in various languages. The audio files may be of any standard format like wav, mp3 etc. containing human voice/conversation with least amount of background noise/music. I am unable to find any such dataset. Can someone share link of any speech dataset that may be good for this research. ",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. Here you can rant, go off-topic, or self promote even but please be civil. P.S: Suggestions for this subreddit are always welcome.",not_spam "Breast cancer Coimbra: https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Coimbra Does anyone know datasets that are similar to this but larger? This one is quite small. I've been quite interested in analysing results of blood tests so if anyone knows of related datasets please let me know, I'd really appreciate it :D",not_spam Do you know of any exciting social-media or demographic/census data? Post any data that has to do with society here for future generations to discover!,not_spam "Hello, Any dataset greater than 3gb and with at least 15 features? Need it for a classification ML with Apache Spark. Thanks.",not_spam "Hi! I am doing small conv autoencoder and I am looking for dataset which contains images of kings so I came here...",not_spam "I am currently doing a massive analysis of Reddit's entire publicly available comment dataset. The dataset is ~1.7 billion JSON objects complete with the comment, score, author, subreddit, position in comment tree and other fields that are available through Reddit's API. I'm currently doing NLP analysis and also putting the entire dataset into a large searchable database using Sphinxsearch (also testing ElasticSearch). This dataset is over 1 terabyte uncompressed, so this would be best for larger research projects. If you're interested in a sample month of comments, that can be arranged as well. I am trying to find a place to host this large dataset -- I'm reaching out to Amazon since they have open data initiatives. **EDIT: ~~I'm putting up a Digital Ocean box with 2 TB of bandwidth and will throw an entire months worth of comments up (~ 5 gigs compressed)~~ It's now a torrent. This will give you guys an opportunity to examine the data. The file is structured with JSON blocks delimited by new lines (\n).** **____________________________________________________** One month of comments is now available here: **Download Link:** [Torrent](https://mega.nz/#!ysBWXRqK!yPXLr25PgJi184pbJU3GtnqUY4wG7YvuPpxJjEmnb9A) **Direct Magnet File:** magnet:?xt=urn:btih:32916ad30ce4c90ee4c47a95bd0075e44ac15dd2&dn=RC%5F2015-01.bz2&tr=udp%3A%2F%2Ftracker.openbittorrent.com%3A80&tr=udp%3A%2F%2Fopen.demonii.com%3A1337&tr=udp%3A%2F%2Ftracker.coppersurfer.tk%3A6969&tr=udp%3A%2F%2Ftracker.leechers-paradise.org%3A6969 **Tracker:** udp://tracker.openbittorrent.com:80 **Total Comments:** 53,851,542 **Compression Type:** bzip2 *(5,452,413,560 bytes compressed | 31,648,374,104 bytes uncompressed)* **md5:** a3fc3d9db18786e4486381a7f37d08e2 RC_2015-01.bz2 **____________________________________________________** **Example JSON Block:** {""gilded"":0,""author_flair_text"":""Male"",""author_flair_css_class"":""male"",""retrieved_on"":1425124228,""ups"":3,""subreddit_id"":""t5_2s30g"",""edited"":false,""controversiality"":0,""parent_id"":""t1_cnapn0k"",""subreddit"":""AskMen"",""body"":""I can't agree with passing the blame, but I'm glad to hear it's at least helping you with the anxiety. I went the other direction and started taking responsibility for everything. I had to realize that people make mistakes including myself and it's gonna be alright. I don't have to be shackled to my mistakes and I don't have to be afraid of making them. "",""created_utc"":""1420070668"",""downs"":0,""score"":3,""author"":""TheDukeofEtown"",""archived"":false,""distinguished"":null,""id"":""cnasd6x"",""score_hidden"":false,""name"":""t1_cnasd6x"",""link_id"":""t3_2qyhmp""} **UPDATE (Saturday 2015-07-03 13:26 ET)** I'm getting a huge response from this and won't be able to immediately reply to everyone. I am pinging some people who are helping. There are two major issues at this point. Getting the data from my local system to wherever and figuring out bandwidth (since this is a very large dataset). Please keep checking for new updates. I am working to make this data publicly available ASAP. If you're a larger organization or university and have the ability to help seed this initially (will probably require 100 TB of bandwidth to get it rolling), please let me know. If you can agree to do this, I'll give your organization priority over the data first. **UPDATE 2 (15:18)** I've purchased a seedbox. I'll be updating the link above to the sample file. Once I can get the full dataset to the seedbox, I'll post the torrent and magnet link to that as well. I want to thank /u/hak8or for all his help during this process. It's been a while since I've created torrents and he has been a huge help with explaining how it all works. Thanks man! **UPDATE 3 (21:09)** I'm creating the complete torrent. There was an issue with my seedbox not allowing public trackers for uploads, so I had to create a private tracker. I should have a link up shortly to the massive torrent. I would really appreciate it if people at least seed at 1:1 ratio -- and if you can do more, that's even better! The size looks to be around ~160 GB -- a bit less than I thought. **UPDATE 4 (00:49 July 4)** I'm retiring for the evening. I'm currently seeding the entire archive to two seedboxes plus two other people. I'll post the link tomorrow evening once the seedboxes are at 100%. This will help prevent choking the upload from my home connection if too many people jump on at once. The seedboxes upload at around 35MB a second in the best case scenario. We should be good tomorrow evening when I post it. Happy July 4'th to my American friends! **UPDATE 5 (14:44)** Send more beer! The seedboxes are around 75% and should be finishing up within the next 8 hours. My next update before I retire for the night will be a magnet link to the main archive. Thanks! **UPDATE 6 (20:17)** **This is the update you've been waiting for!** The **entire** archive: magnet:?xt=urn:btih:7690f71ea949b868080401c749e878f98de34d3d&dn=reddit%5Fdata&tr=http%3A%2F%2Ftracker.pushshift.io%3A6969%2Fannounce&tr=udp%3A%2F%2Ftracker.openbittorrent.com%3A80 Please seed! **UPDATE 7 (July 11 14:19)** User /u/fhoffa has done a lot of great work making this data available within Google's BigQuery. Please check out this link for more information: /r/bigquery/comments/3cej2b/17_billion_reddit_comments_loaded_on_bigquery/ Awesome work! ",not_spam "I have a set of Profile pictures that I would like to assign a Ethnicity to. However, I don't have any training set, and I am looking for a dataset having Face Images with a labeled Ethnicity. Anybody knows if such a dataset exists?",not_spam "BASKETBALL stats http://www.filedropper.com/merged 59 columns 2341 rows 420 unique players seasons = ['2007-08', '2003-04', '2006-07', '2008-09', '2001-02', '2005-06', '2011-12', '2004-05', '2009-10', '2000-01', '2012-13', '2002-03', '2010-11'] ",not_spam "I saw [this post](http://www.reddit.com/r/datasets/comments/1r76wp/i_downloaded_600000_reddit_comments_over_a_week/) which has 600k comments and [this post](http://www.reddit.com/r/datasets/comments/1mbsa2/155m_reddit_comments_over_15_days/) with 15.5m comments. Since they were new, there were very few with score greater than one. Also, they were from all the subreddits those new comments were submitted to. Anyone know of a good/easy way to get comments (not the newest ones, possibly from a specific sub). I know you can display the page in json format but getting the comments is what I see the tricky bit.",not_spam "Hey, my thesis is about arabic speech recognition with CNN, anyone know where can i found the arabic letter pronunciation dataset?? Thank you, i really need it",not_spam "Hello, Im looking for a sample dataset of a retail company that currently uses consumer data for marketing purposes, such as Starbucks, amazon, walmart and so on.",not_spam "I'm looking to create a rudamentary image to image GAN taking in climate data or biome maps and generating artificial satellite imagery from it. Unfortunately it seems I've been having a very difficult time finding suitable data at anything better than ""hastily pasted and deformed world biome map from google pasted over satellite imagery"". Because of this I've started making my own dataset, but not only is it slow work but it's also not of great quality. Hopefully somewhere out there there's a better dataset floating around.",not_spam "For a bankruptcy prediction task I still need to figure out how to get a list of non-bankrupt/healthy (but not all super healthy) companies. Any ideas how to do that?",not_spam "This is the map I'm referencing: https://demographics.virginia.edu/DotMap/index.html I thought this was the census data, but the census data only gives a ""PUMA"", which isn't nearly as specific. I would like to map where people are located in my city and make some maps showing the public transit stops and tally up how many people are in close proximity to public transit.",not_spam "Hot on the news are the released documents of conversations between USA President Clinton and UK Prime Minister Tony Blair. There's also a lot of fake clips of the documents being shared for humorous affect. After a bit of searching (and sifting past news stories), I found these are published online [here](http://clinton.presidentiallibraries.us/items/browse?tag=Tony+Blair). However they are PDF files of scanned documents. Has anybody pushed them through some OCR to make a machine-readable version?",not_spam "A list of jokes, or quotes with coma separated author, haikus, anything at all. just has to be a list of strings of text that are in total less than 100 characters each, I'll exclude entries that are longer than 100 characters so it's not that big of a deal. Long lists of tens of thousands of strings of text would be great, also text that is English and makes sense.",not_spam "After a quick search, I found this old post: [https://www.reddit.com/r/datasets/comments/bmxvz/magnatagatune\_annotated\_music\_audio\_clips\_dataset/](https://www.reddit.com/r/datasets/comments/bmxvz/magnatagatune_annotated_music_audio_clips_dataset/) But there doesn't seem to be a way to get to the data (if anyone can see it, please let me know). I'm trying to create procedurally generated music by stringing short clips together (maybe 5 to 20 seconds long each), so I'm looking for a set of audio files (such as WAV or MP3) of music from various categories. When I say categories, I mean upbeat, sad, angry, loud, soft, calm, etc. -- not just musical genre. Does anyone have any leads on that?",not_spam Does anyone know where I can find data on space spending by country? In either raw dollars or percentage of budget,not_spam "We have made great effort to identify and curated a large number of life sciences and healthcare datasets, which are especially useful for data mining and machine learning. We strongly recommend that you check it out at [https://www.h4intelligence.com/data](https://www.h4intelligence.com/data). \[self promotion\]",not_spam "As the title says really. Just want to practice using speech to text engines and then some predictive work off the back of it. Would settle with just text data if my request is too niche. Need to get back into the world of NLP! Thanks in advance",not_spam "You might be wondering, does web crawling even needed in data science? In this article, I am going to share how web crawling benefit data science in 3 real-world scenarios. Link: [https://towardsdatascience.com/how-web-crawling-benefit-data-science-a6ff0bd4cd1?source=friends\_link&sk=5c3da69b8cc5168d6d1d5cdc7c9d51c1](https://towardsdatascience.com/how-web-crawling-benefit-data-science-a6ff0bd4cd1?source=friends_link&sk=5c3da69b8cc5168d6d1d5cdc7c9d51c1) I hope you will enjoy this article, and comment below if you have any thoughts to share!",not_spam I tried to download the dataset from kaggle but the one with the images is corrupted and I can't download it. Everything else on kaggle and [research.google](https://research.google) is just csv files. Can someone send a google drive link or a website with this dataset,not_spam "sports, weather, business, school, crime - anything works, as long as the data is completely free to use for any purpose",not_spam "I want to do a Datascience project on failed retail store locations. My idea is to get a list of all active retail store locations for a specific, large chain (e.g. Starbuck, Marks & Spencer, etc') and a list of all of their historical locations (all stores they ever opened), then mark the difference as ""closed""/failed stores. Even better would be some dataset with store level performance (i.e annual sales) but I can't find that. I need real world location (latLong is best), so anonymized data like Kaggle's Rossman store sales doesn't cut it. Any advice? I found datasets for all existing store locations (for, e.g. Starbucks), but nothing about historical locations (scraping wouldn't help for that. Ideally i'd love an existing dataset, not scraping). ",not_spam "I spent a few days compiling but never had any time to do anything with it so I thought I'd put it up here and see if anyone wants to play around with it and get something meaningful out of it. I run a business that scrapes data from the web, but felt like doing this for 'fun' considering I'm a big aviation dork, and it's got nothing to do with my day job. Early in November I scraped Ryanair's website for all their flights that they had published as of the date I started. Took about 4 days of continual queries (mostly to avoid getting IP blocked), and ended up with data on roughly 725,000 flights. This was scraped in a series of steps from Ryanair - first was to query all the city combinations and get the dates for each flight. Second step was to then query each of those combinations and get the routings and fares returned. Ryanair does this through a series of easy to expose API's so it's just a matter of iterating through them enough time to get what you are looking for. Third was to take those results and aggregate them into a nice, clean output and blend it with some additional attributes and location data from [OurAirports](http://ourairports.com/data/). I did all of this using [FME](https://www.safe.com/), mostly because I love that tool despite my day-to-day job living almost exclusively in Python. I have linked my original workflows below too- feel free to use them to your hearts content. Here's whats in each file: * **Date** - Flight Departure Date * **Route Origin Airport** - Ryanair Airport Code * **Route Origin Name** - Ryanair Origin Name * **Origin_Airport Name** - OurAirports * **Origin_City** - OurAirports * **Origin_Country** - OurAirports * **Origin_Airport Code** - OurAirports * **Origin_ICAO Code** - OurAirports * **Origin_Latitude** - OurAirports * **Origin_Longitude** - OurAirports * **Origin_Altitude** - OurAirports * **Origin_Timezone** - OurAirports * **Route Destination Airport** * **Route Destination Name** * **Destination_Airport Name** * **Destination_City** * **Destination_Country** * **Destination_Airport Code** * **Destination_ICAO Code** * **Destination_Latitude** * **Destination_Longitude** * **Destination_Altitude** * **Destination_Timezone** * **Flight Key** - Best I can tell is that this is the closest thing to a unique key that Ryanair published about each flight. * **Flight Duration** - HH:MM * **Fare Key** - Similar to the flight key, this denotes unique fares found - these are not unique in the dataset though, they are repeated regularly * **Fare Class** - Ryanair Fare CLass * **Fare Type** - What type of fare, all Adult fares in this dataset * **Fare Currency** * **Fare Amount** - in the above currency, including any discounts * **Fare Published** - 'sticker price', without discounts * **Fare Discounted** - T/F if it is discounted * **Fare Discount Pct** - percentage discount in the 'Fare Amount' * **Fare Has Promo** Something to note about 'segments' below. Most airlines operate routes that combine flights. For example, flying Air Canada from Vancouver to Copenhagen is considered one route, with two segments: Vancouver to Toronto, and Toronto to Copenhagen. In the case of Ryanair, it does not appear that they do multi-segment routing yet - although last I heard, there were plans to do so. * **Segment Number** - should be '0' for everything * **Segment Flight Number** * **Segment Origin** - should be same as above listings * **Segment Destination** - should be same as above listings * **Segment Duration** - should be same as above listings * **Segment Distance (km)** - (NOT in nautical miles) * **Segment Origin Time - Local** * **Segment Origin Time - UTC** * **Segment Destination Time - Local** * **Segment Destination Time - UTC** * **Request Time UTC** - Date/Time that the request for the segment/fare was made. Outputs were done in CSV, GeoJSON, and Tableau TDE. There is also a fun file called 'Original.json' which is the full JSON returned from the initial API requests if you want to look something up. As well, the FME workflows that did all of this are here too. * [RyanairFlights - GeoJSON.zip](https://mega.nz/#!BeZSxYLZ!iFZr7IwczF--6guijZo66ClEGiqZ624z8ielfEZYwEY) - 30.8MB compressed, 1.45GB uncompressed * [RyanairFlightsCSV.zip](https://mega.nz/#!VLgVURBY!HXvH5ahbNKuhDVIgVYFM_nJAhMl55A79gPr2yusJ2qg) - 20.7MB compressed, 340MB uncompressed * [RyanairFlightsTDE.zip](https://mega.nz/#!oS5XARJI!M-poBvLmEJ6LH5UKoz0wGGISk7HtsSIAAhu9bdLrADE) - 17.9MB compressed, 75.9MB uncompressed (Lat/Long stored as spatial geometries) * [RyanairFlights - Original.zip](https://mega.nz/#!gfg3mShb!Hmq2zzUfQCtepRhI24HuM2jhlLejpj8gt74Xgm3h2NU) - 35.8MB compressed, 1.07GB uncompressed (this is the raw JSON one) * [FMEWorkflows.zip](https://mega.nz/#!ZbJVjBZC!kUuq3H8Jv9r7PilCrEWBT-gFnJ3XU4xBrchhB1yeWmM) - 69KB Don't hesitate to reply here if you have any questions, and be sure to let me know if you come up with something interesting out of this. ",not_spam "I've been keeping track of my cars gas consumption over the last month or so and I'm trying to figure out what kind of graph I can make. Dataset: [Gas data](https://docs.google.com/spreadsheets/d/1de9EeSitAZ1FavINbXDv1-bmSrWOxC6rq_9fAZspdyw/edit?usp=sharing)",not_spam "[generated.photos](https://generated.photos) seems to be my only choice If I want generated faces through an API, but it is not free. It might be an inappropriate question to post here, but can I just open the [This Person Does Not Exist](https://thispersondoesnotexist.com/) website in my app and display it with proper credits? I can try using StyleGan and train it myself, but I am unclear if the resulting images itself would fall under the [Nvidia Source Code License-NC (nvlabs.github.io)](https://nvlabs.github.io/stylegan2/license.html).",not_spam "I wonder if there is a dataset which models the history of major corporations, including all the little mom-and-pop businesses or smaller companies they acquired along the way? I'm suspecting not, other than trying to somehow infer it from investment sites with historic data (but this would only work for publicly traded companies anyway, which many were not). I do find the 'family tree' of some corporations (Pepsico, Nestle, Activision, Kraft etc) really fascinating. Anything at all you know of, I'd love to see it, thanks",not_spam "Pretty much the title. I'm very new to this but have this deliverable to the client about providing a dashboard for fundraising. I just want to use any made up sample data but a bit extensive and with a few metrics. I looked on kaggle, data world but even if i find something close to fundraise it's just very different from what I'm looking for. I'm probably not searching correctly(if there's a right way) but please help me if you can find any dataset for this. Also, it should not be paid :) &#x200B; Thanks!",not_spam [https://www.kaggle.com/rtatman/sentiment-lexicons-for-81-languages](https://www.kaggle.com/rtatman/sentiment-lexicons-for-81-languages),not_spam "For example: Estimated cost per taxpayer for the wall, number of refugees expected to be turned away by country. I have a project idea in mind and anything of this sort would be a big help. If you're interested in working together on the project DM me! Thank you!",not_spam "I'm wanting to do a machine learning project that correctly classifies the image. Thanks!",not_spam "How do I create a dataset which consists of programs in a particular coding language(say Python) for Machine Learning/Deep Learning applications such as pair programming similar to GitHub Copilot? Is there any existing dataset that I can have a look at? Maybe someone could guide me how do I structure such a dataset and create one myself.",not_spam "Trying to find out, for example, how many white people/100,000 are murdered in NJ in a given year",not_spam "I've recently been scoping out a project which, if successful, would give me access to thousands of residential rooftops across the UK. With this in mind, I had been tossing around the idea of throwing some additional sensing technology into the system to gather localised data. My first thought had been for environmental/local weather data, but I have no idea what sort of industries may be interested in this, and if it has any monetary value. Does anyone know if there is a market for this sort of data? Is there any other localised data that might have value? *Apologies if I've posted this in the wrong sub!*",not_spam I am doing a group project this semester based on a data set of our choice. I know there are plenty of data sets out there regarding cryptocurrency but I was looking more for other applications such as smart contracts and stuff like that. Any help? Thanks!,not_spam "Looking for unemployment data in the US given the current pandemic. Iโ€™ve found weekly data by state but was wondering if there was anything more granular, or even just more options/datasets to look at.",not_spam "Not sure if this post fits the sub, but here it goes. Iโ€™m looking at a dataset and want to find the turn-around-time (TAT) that 90% of my sample or population completed in. I have the TAT for each record already, but looking for the formula to find the TAT of 90% of n. Thank you!",not_spam "Hello, I was looking for a dataset which contains popular tourist places and cities to longitude and latitude. I have found a huge set of towns and cities but i am also after landmarks as well. For example it would have entries for both Paris and the Eiffel Tower. I am not looking for anything huge, 1000 rows would be ideal. I donโ€™t know if something could be done via scraping using the google maps api? Does big query have a landmarks dataset? Itโ€™s only a small project so I only want 3 columns โ€˜nameโ€™, โ€˜longitudeโ€˜ and โ€˜latitudeโ€˜",not_spam "Hi there. I'm trying to generate some metrics about the media interests in some keywords. I want to get how many pieces of news were published in a historical time range (like 2014/01-2014/02). I checked a lot API, many of them have results capped, or did not support the news back in that far. Any good resources I should check? Thanks in advance.",not_spam This is data going back to 1896 that shows how the Dow Jones performed during times when Mars was within 30 degrees of the lunar node. The data contains the daily percentage changes of the Dow Jones since 1896. This information was extrapolated from sources believed to be reliable regarding stock market data. [https://zenodo.org/record/3711110](https://zenodo.org/record/3711110),not_spam "Are there datasets that would be interesting for your: job school research curiousity post what you are looking for and I will do my best to find it for you then post it for download.",not_spam "I'm looking for face mask usage rates by state for an analysis in R of face mask usage and social strength of communities. I have not been able to find any good data on face mask usage, and was hoping someone could point me in the right direction. Thanks",not_spam "I'm working on a NER project. I need job orders, regarding the aforementioned specification, as datasets to train my NER model. Can someone please help me by providing resources to look into? Thanks a lot.",not_spam "Hi, I'm trying to train a model which replaces grammatically correct but uncommon sentences, with their more common counterparts. So I'm looking for any datasets of grammatically uncommon sentences paired with their more common versions. For eg. 1. Already, enough punishment had been given. 2. Enough punishment had been given already. 3. Enough punishment had already been given. All sentences say the same thing, but No. 3 is the most likely version you would encounter. &#x200B; Another eg. 1. Either by you or someone else, the bill must be paid. 2. Either you or someone else must pay the bill. 3. The bill must be paid either by you or someone else. No. 1 would be the unlikely version. No. 2 & 3 are more likely. &#x200B; Any suggestions where I can find these? Or any other mechanisms through which I can achieve the end goal of replacing uncommon grammar with ""common grammar"". Thanks",not_spam "Hello guys, This is my first time posting here. Me and my team are participating in an online hackathon called the Impact Challenge ( completely online). We are looking for datasets on li-ion batteries or Electric Vehicle datasets. Could any of you help with some sources? Thanks in advance.",not_spam "I've downloaded a large amount of texts (mainly novels) from Project Gutenberg (txt format, English) for a school project. I now need to identify their original publication dates, which are not inside the documents. So I require a dataset that relates the original publication date with the title and/or author of said text. Any other ideas are welcome as well!",not_spam "Hi guys.. I'm looking for Complete Blood Count / Full Blood Count datasets for a machine learning project. I was unable to find anything useful in kaggle and [data.world](https://data.world). Help me out bois and gals! Thanks!",not_spam "I'm looking for data from freelancing and corwdsourcing platforms. For example data about project postings and project descriptions, freelancer work histories, project durations, budgets etc.",not_spam Is there a way I can get an email list of all the embassies in the U.S. Preferably in Excel or Sheets.,not_spam "Canadian Tire is one of Canada's largest retailers with 503 locations, and at least one location in all provinces/territories other than Nunavut. Dataset includes: * Store url * Location Name * Street Address * City * Province * Postal Code * Country * Longitude * Latitude * Region * Collection Date * Store Phone Number * Store Services (skate sharpening, garden centre, key cutting, etc) * Store Hours [https://wtrfll.ca/canadian-tire-locations/](https://wtrfll.ca/canadian-tire-locations/)",not_spam "I scraped nearly all Rotten Tomatoes critic reviews. I kept 240,000 fresh, and 240,000 rotten reviews. They are labeled. Column 1 = Freshness [fresh, rotten], column 2 = text of review. Available on my [Google Drive](https://drive.google.com/file/d/1N8WCMci_jpDHwCVgSED-B9yts-q9_Bb5/view?usp=sharing)",not_spam "Hi, Does anyone know where to find a dataset of Brazilian Portuguese famous quotes + phrases? Any assistance would be greatly appreciated.",not_spam "Hi Community, i need your help. I need two Datasets for Econometric issues. They should be economic related. The first should have a problem with heteroscedasticity and a linear relationship. The second should have a Problem with multicollinearity. Thank you.",not_spam Can we use Facebook graph explorer to see(and extract) other users comments/posts/friends etc? I found lot's of (older than this year) tutorials on this and it was working until about a year ago. Is it still possible? Thanks in advance.,not_spam "Hi, for uni work I'm looking for a dataset that contains Kubernetes performance metric. I'm hoping that the dataset would contain data of when Kubernetes was experiencing performance issues. Thanks",not_spam "Hi, I am looking for a dataset for a project which tries to turn 2d animations into 3d animations. I want a dataset which has both 2d hand-drawn animations and equivalent 3d computer-generated animations. Is there such a dataset?",not_spam "I am looking for data sets with two locations. For example, I found a [dataset for traffic violations](https://data.montgomerycountymd.gov/Public-Safety/Traffic-Violations/4mse-ku6q/data). It has coordinates where the violator was stopped and the city on the violator's license. This dataset is a close match but not usable because the violator cities are too big. If it had zip codes, that would work. Does anyone know of any datasets with two locations, ideally both with coordinates (or addresses)? Or with one set of coordinates and a smaller geography for the other location (zip, census tract, maybe neighborhood)?",not_spam "Just hoping to gather some feedback on tracking stats at a live game. I come from an analytics background and playing football at a decent level, our manager was interested in getting some stats on our upcoming season so I volunteered to record and put the report together so I'm just pondering how to go about recording the stats live in a play by play manner I can manage to fill in as the game is being played Doing this as both a personal project and to help our team if I can Any advice is helpful",not_spam "Where can I find this type fo data set? I'm looking for kenya specifically. I have checked healthdatamorg but my boss has some reservations about it. Do you know any other?",not_spam "Hi, I'm trying to find a raw data source on English Premier League standings. I only need the data that's displayed here http://www.premierleague.com/en-gb/kids/barclays-premier-league-table.html . Googling has not helped me in finding a raw data source ( json, xml, csv ) . So I'm wondering if anyone could give a pointer towards where I can find the feed? -- Would I need to contact the official sports organization to get access to this data? -- Is there a different way ( other than google ) to get these data? -- Or should I try to parse publicly available data ( wikipedia? ) ADDITION 1: the data I'm looking for is also nicely displayed by google after a simple search https://www.google.ca/search?q=english+premier+league+standings . Is there a way to get raw data from that?",not_spam "Wondering if there is a database that allows people to upload videos of police violence (specifically the US) - obviously a lot of footage is currently uploaded to youtube/fb/instagram, however, this is clearly very easy to remove by those companies (and probably will be). I have found [mappingpoliceviolence](https://mappingpoliceviolence.org/) but I am thinking more of an open source reference site that anyone can upload/contribute to. Thank you. EDIT: please look at [https://github.com/2020PB/police-brutality](https://github.com/2020PB/police-brutality). This is an amazing page that is documenting/cataloging incidents of police brutality. There is also [https://github.com/pb-files/pb-videos](https://github.com/pb-files/pb-videos) which is a backup of those videos (which generally come from twitter). There seems to be no automated back-up as far as I can see but please go contribute there if you have time!",not_spam "Hi all, I am a geoscientist interested in developing my computer programming skills, and one skill I am looking to develop is web scraping. I am looking for websites of environmental monitoring that are updated very frequently (for example, the USGS Earthquakes site) to scrape the data and analyze it using coding. I want it to be environmental data specifically because this is what I'm passionate about and what motivates me to undertake this project in the first place. Thank you!",not_spam "I have done it 3 different ways now: textblob, Naive Bayes, and now a Linear SVM. I did all of these in Python 2.7. I am not a huge fan of the textblob because it does not allow me to train the data or choose how it classifies. The only problem with SVM and Naive Bayes is I need a huge amount of already classified data to give them enough accuracy when determining the sentiment of a tweet. Now to my question. Does anyone happen to have a huge dataset of already classified tweets or a way to classify the tweet more accurately using any of these 3 ways? I have my hackathon Friday so I would really like to get the accuracy up a little higher before then.",not_spam "Hey, I don't know if it has already been asked but does anyone have a sentiment analysis dataset, based on tweets about footballerswhich is annotated",not_spam "I'm interested in data on the religious composition of the military but haven't had any luck finding publicly available info. I've seen mention of the Religious Identification and Practices Survey (RIPS) and the Defense Manpower Data Center, but these don't seem to be available to the general public. Also it seems like this info should be easily accessible since religion goes on dog tags, right? I imagine I could get some of this info through a FOIA request, but that might take forever.",not_spam "I have 3 very dirty data sets that's I need to clean and join together, I think I have the steps mapped out but any guide for reference would be highly appreciated.",not_spam "Codebook for dataset: [https://www.resdac.org/cms-data/files/carrier-ffs/data-documentation](https://www.resdac.org/cms-data/files/carrier-ffs/data-documentation) &#x200B; I am looking for a file to download. I am not familiar with CMS data where should I look?",not_spam "Does anyone know of a dataset that gives open and/or close dates of hospitals? Or, maybe another source I could compile the dates from (e.g. tax records, budgets, etc.) ? Thanks!",not_spam Coronavirus datasets are great but I need a dataset to see if someone is coronavirus according to symptoms.,not_spam "Does anyone know where you can find this dataset? It is a large corpus with english school texts, commonly used and referenced to in computational linguistics research. But can't find any pointers online to it :)",not_spam "Hi, Do anyone know of a data set that maps VINs to Make and Model (primarily for cars)? Thanks!",not_spam "Should have name, age, location/address etc. This is just to create fake data for example projects. Anyone know of a good list?",not_spam "Hi all, for college I am tasked to do a project for an AI course, I was thinking of doing an app that reads a food label from a photo and the result is a kind of street light that has like ""HIGH"" in red, ""MEDIUM"" in yellow, ""LOW"" in green for fats, sugar and salt. The problem is that I have searched through the internet with no luck for a dataset of food labels pictures to train the AI. I just wanna know if such dataset exists, because in case that it does not I need to change my topic for the project. [Here](https://images-prod.healthline.com/hlcmsresource/images/AN_images/cereal-nutrition-label-labels-box-facts-1296x728-header.jpg) is an example of a food label in case you do not know what it is [Here](https://www.savalnet.ec/medios/SAVALnet_EC/mm/noticias/2019/03/946606815ng01.jpg) is an example of what I am trying to do in case you didn't understand the street light analogy, this is a system that it is used in my country if you were curious.",not_spam "I am looking for audio data from sleep studies used to diagnose sleep apnea. I'm not sure if these exist anywhere/are accessible, but if anybody has any ideas that would be greatly appreciated!",not_spam "I'm working a school project and want to collect a few thousand news articles (It can be just titles). The articles need to be political. I tired using https://newsapi.org/ which is great except they limit you to 100 articles, are there any alternatives I can use or are there any pre-made datasets that caontain what I'm looking for? All I need is a couple thousand political news titles from trusted websites. Thanks. EDIT: I found this: https://www.kaggle.com/snapcrack/all-the-news after some more googling but they aren't strictly political. It might be fine for what I'm doing but I'm still searching for more sources.",not_spam Hello. Where can I find ED datasets online?,not_spam Can anybody tell me where I can download dataset for malware analysis. I am performing dynamic analysis based on behavior of android applications.,not_spam "Hello! I'm working on a visualization for school, and I would like to compare electric vehicles based on range, charge speed, and performance. I found the following [fantastic dataset on charge curves & charge speeds](https://github.com/chargeprice/open-ev-data), but it doesn't include any info on 0 to 60, since the organization behind it focuses exclusively on building a charge planning app. I could simply use a separate dataset for the performance comparison of my visualization -- it doesn't need to be wholly comprehensive. If nothing exhaustive exists, then I might just come up with something myself using CarAndDriver testing data maybe? It would only include 15 to 20 vehicles since I would be building it manually in that case but that's fine. Thanks all!",not_spam "I am participating in a data visualization competition where the theme is 'Olympic Games.' We were given this dataset: [https://www.kaggle.com/the-guardian/olympic-games](https://www.kaggle.com/the-guardian/olympic-games) But we are allowed to bring in additional data from wherever we can find it. I have found some interesting ones through the google dataset search [https://datasetsearch.research.google.com/search?query=olympic%20games&docid=L2cvMTFqbl84cXJtcw%3D%3D](https://datasetsearch.research.google.com/search?query=olympic%20games&docid=L2cvMTFqbl84cXJtcw%3D%3D) But I would appreciate any additional sources!",not_spam "The study introduces an Event Recognition in Aerial video (ERA) dataset comprising 2,866 aerial videos collected from YouTube and annotated with labels from 25 different classes corresponding to an event that can be seen unfolding over a period of five seconds. Read more: [Whatโ€™s Happening Down There? New Aerial Video Event Recognition Dataset and DL Benchmark](https://medium.com/syncedreview/whats-happening-down-there-new-aerial-video-event-recognition-dataset-and-dl-benchmark-5dc815ce5a28) Here is the paper [ERA: A Dataset and Deep Learning Benchmark for Event Recognition in Aerial Videos.](https://arxiv.org/pdf/2001.11394.pdf)",not_spam "I wanted to do some research regarding light Pollution effects on migration paths of birds. I couldn't find any sources for the dataset yet. Please Help. Thanks. (Sorry for bad english)",not_spam "Hello! I have a feeling this data will not be obtainable, however, I figured I would ask you all in case! I am looking for a dataset of job applicant resumes, the job description they applied for, and the outcome (hired or not?). I feel like most companies keep this data a secret so not sure how I would go about collecting it. Thanks!",not_spam "My goal is to predict overdose rates on a more granular level, (County, city). I tried using CDC Wonder and the results are aggregated data that has no use to me. Using the API for Wonder gives me summarized data as well. I'm looking for a raw dataset similar to CDC Wonder (that isn't summarized).",not_spam " I'd like to see data that shows us, of all the tax revenue the US Government earns year over year, what percentage of that revenue comes from the ""middle class""? ",not_spam "We are creating an Open-Source Indian Faces database for emotion detection and anti-spoofing. And we need this dataset to reflect different PIE (Pose, Illumination, Expression) variations. **Creating different illumination/lighting variations is where it is getting tricky.** There are various light sources - Tube Lights, CFL bulbs, LED lights, Natural light, Sodium vapor lamps, Filament bulbs, low light conditions etc. **The time per subject will be around 5 minutes and we have to consider pose and expression changes under different light sources.** **Is there a way to mimic different light sources?** Or can we change the white balance of the DSLR camera to again mimic lighting conditions? (but this will be more like post-processing and might not bring in the features of a natural condition.) Has anyone worked on something similar or do you know of someone who can help me out with this? Any inputs will be of help.",not_spam "Hey all, I'm looking for historical data on subreddit subscriber growth. [subredditstats.com](https://subredditstats.com) and [frontpagemetrics.com](https://frontpagemetrics.com) provide nice graphs showing the subscriber growth of a given subreddit over the years, but I didn't find a way to get the data myself. Does anybody know where to find it? Where do those two sites get the data from? TIA",not_spam "**Update** ----- I built [Melanjj](http://melanjj-prod.appspot.com/), a tool to query the million song dataset and download the results as CSVs. I would love to get your feedback! The project is still in development. You may experience issues downloading large files (> 10 GB). If you have any issues, [let me know](https://discordapp.com/invite/XQ9Rfpq) and I'll fix them and/or give you the data you want on DropBox. Cheers. ----- For a friend, and as personal project, I'm going to be hosting the Million Song Dataset and making it freely, publically accessible via a query API. Anyone would be able to grab the entire dataset as a csv with a single API call. You'd also be able to ask for only certain columns, limit the number of rows, and do some basic filtering. An example query: { dataset: ""million-song-dataset"", columns: [ ""song id"", ""artist id"", ""duration"" ], where: ""duration < 180"", limit: 100 } Is this interesting to anyone? If so, I can build it out a bit more and host a few more datasets as well. Let me know.",not_spam "Hi. Looking for a small dataset which is good for explaining linear logistic regression to people. It is best if the number of variables is quite small, but there are some redundant ones, so that L1 regularization may give them a zero coefficient. Great thanks!",not_spam Wanted to share this conference on Cloud Data Lake and Future of Data conference being hosted by some big shots. Thought it might be relevant to some people here. [https://www.dremio.com/subsurface/live/winter2022/?utm\_medium=email&utm\_source=dremio&utm\_term=VatsalBhatt-email&utm\_content=na&utm\_campaign=event-subsurface-2022](https://www.dremio.com/subsurface/live/winter2022/?utm_medium=email&utm_source=dremio&utm_term=steph-email&utm_content=na&utm_campaign=event-subsurface-2022),not_spam I am looking for possibly longitude and latitude coordinates of cell phone data coverage in the United States. ,not_spam "For example, C02/Green house gases, water usage, etc for companies? I wanted to do some analysis of the environmental impact of firms.",not_spam "I need a list of keywords per programming language. For example, like [this one](http://www.programiz.com/c-programming/list-all-keywords-c-language), but for as many languages as possible. Does anybody know where to get such a dataset? Or a website to scape it from",not_spam Looking to make a viz comparing murders by illegal immigrants vs murders by citizens or something similar. Any ideas? Similar to this: https://www.themarshallproject.org/2018/03/30/the-myth-of-the-criminal-immigrant but I don't want to compare immigrant population to overall crime. I would like to compare citizen-caused crime vs illegal-immigrant-caused crime. Or even white-caused crime vs non-white-caused crime. ,not_spam "Hi everyone! My name's Christian, and I'd like to share what we've been building at [OrgStack](https://orgstack.io/). I'm posting this here as a ""request for feedback"" from the community that we serve. Poor data quality is a costly problem for many organizations. Invalid data is responsible for major product/service outages, and it can be very difficult to pinpoint the root cause of data-related incidents. This requires a large investment of engineering resources. OrgStack aims to streamline the process of managing data sources, receiving critical alerts, and tracing incidents to their source. While building a solution to this problem, we drew inspiration from some of our favorite tools, including NPM, Loggly, and Jenkins. A few baseline questions: * Is data validation / data quality currently a problem for you? * How do you solve it now? * Which differentiating features would get you to switch? * What would your ideal solution look like? Thanks in advance for your feedback. We really appreciate it! \- Christian ([christian@orgstack.io](mailto:christian@orgstack.io)) &#x200B; https://preview.redd.it/dqd57t0u2j551.png?width=1149&format=png&auto=webp&s=a7723244da5607c15b18c65e0a874103e8cdb6f9",not_spam "Dearest friends, for a research project I am currently searching for data on activtities of digital platform companies in low income countries. For now, we are happy with everything we can find. It's hard to find something on this topic actually...",not_spam "Looking to create and label my own image data set to train a model in Keras. Data set will be under 200 photos so am willing to do it my self, what program can I use ?",not_spam Has anyone come across a dataset of vaccine rates by county in the US? I have checked Johns Hopkins Git and don't see it in there.,not_spam "Don't know if this exists, but I want to get a visual reference to the places in the US that don't have access to ESPN360.",not_spam "I would need full navigation information (origin, destination, route, and altitude). Preferably something that could be imported into STK. It's for a class project on air traffic management for my aerospace engineering program. Thanks! :)",not_spam "In a searchable, queryable dataset that isn't hidden behind some archaic GIS app from the 1990s. I've tried looking at county websites, and most of them seem to have horribly incomplete data hidden behind awful GIS, but websites like Zillow, Trulia, Redfin etc seem to have the data for every single house so clearly it exists somewhere.",not_spam "Hey, I'm trying to find a dataset over the names of the population in Sweden. I'm able to get the dataset from the Swe Gov statistics side ( www.scb.se ) but it's a bit pricy 481.30 USD. So I'm looking for alternatives, do you have any suggestions? I'm looking for something like this: name | agegroup | distrubution ---|----|---- David | 4 and under | 0.015228727949525336 David | 5 and 9 years| 0.024853972304486768 David | 10 and 14 years | 0.0277423357407906 David | 15 and 19 years | 0.03194202202998982 David | 20 and 24 years | 0.05380081705275726 David | 25 and 29 years | 0.0590238677732386 David | 30 and 34 years | 0.059322946540401975 David | 35 and 39 years | 0.059322946540401975 David | 40 and 44 years | 0.07174378723852556 David | 45 and 49 years | 0.09646958292851374 David | 50 and 54 years | 0.11895462899015556 David | 55 and 59 years | 0.12210461318755926 David | 60 and 64 years | 0.10335044305797797 David | 65 and 69 years | 0.0754401315712463 David | 70 and 74 years | 0.04944310480047759 and so on. I'm looking for something like this for Sweden over as many names as possible. Any suggestions? ",not_spam Message me for it. Itโ€™s free. My gift to this awesome community.,not_spam "Hey, the title basically says it all. I would like to have a matched dataset of highschool (or late teenage years in general) kid's intelligence (ideally subdivided into different ""subcategories"" of intelligence like language processing, logical-mathematical thinking, processing speed in general) and performance in school (average grade at graduation or something like this) and performance of these kids in later life in terms of success/satisfaction in the work place. Do you guys know if something like this exists?",not_spam "I am working on ""Audio classification"" using deep learning. I need a waveform dataset for this purpose. Where can I find one?",not_spam "Hey everyone. Im looking for an shp file that contains the layout of bangalore city. I have seen few topography maps out here and i was wondering if someone could pass the shp file to me as im working on a project that requires an shp file to display the spread of data across bangalore map. It would be really helpful as im finding shps online but it doesnt specify the actual names of parts of bangalore. Please help!",not_spam "Hello Dataset Redditors, I'm looking for a dataset on internet posts regarding **cyber threat intelligence** which hopefully includes posts from Reddit, tweets, articles, and/or general forum posts on the topic. Is anyone aware of a corpus of samples that fall in line with this topic? &#x200B; I'll take any leads the community can offer! Many thanks in advance.",not_spam "I've been trying to find a list of colleges in the US and the associated programs they offer as well as the required courses that a student would need to complete to be eligible for the program. E.g., the kind of data you'd find on pages like this http://catalog.uh.edu/preview_program.php?catoid=14&poid=4321&returnto=3517 Trying to aggregate this data from the school catalogs myself would be a nightmare, and likely take a very long time. What I'm hoping is that there might be a listing somewhere of colleges across the country, the programs they offer, and the required courses for each. I think even a directory of catalogs would be a huge step forward so I'd know where to aggregate the data from. Any leads or suggestions for this kind of aggregated data would be incredibly helpful. Thanks in advance!",not_spam "Hey guys, I would like to visualize the flow of nutrition in our food. E.g. the cow eats grass, which contains 100g of nitrogen, 50g of nitrogen gets shit out, 50 gram of nitrogen goes into milk, 10g lost during production of dairy products, 40 grams of nitrogen is found in dairy products, human etats 40 grams, shits out 30 grams - of the 100grams which the grass contained, 10g stay in the body. Now imagine doing this not only for milk, but also for meat, cereals, fruit etc. It becomes a pretty complex diagramm pretty quick. The program should also be able to adjust the whole sankey diagram if I change the input at the very top (e.g. if I increase it to 110g, the 10g at the end would increase to 11g). This is the closest example I found: https://preview.redd.it/lekmt19tucd51.png?width=779&format=png&auto=webp&s=c91f34b0ed8e30d0b977c9f5767875ec2993bdc5 As we use Tableau, I tried using it, however, quickly realised that Tableau ist not made for Sankeys. I came across some freeware where you have to enter each number individually, but this is not suitable for larger projects. My favorite right now ist [this programm](https://www.ifu.com/e-sankey/), maybe you have other suggestions... &#x200B; Thank you in advance,",not_spam "I have scraped the approximately 681,000 text-only comments on the FCC's website that have been submitted as of about an hour ago to the FCC proceeding relating to net neutrality. The dataset is a lot larger than anything I've dealt with in the past and I'd like someone who actually knows how to deal with something like this to help. I'm not even quite sure what interesting angles to the dataset there are. This is essentially a dataset of people's (stolen and willfully given) personal data. Out of respect for them I ask that anyone who asks for the dataset be willing to take some effort to prove who they actually are (you can do so in a PM or via the comments, doesn't matter). I'm also going to work on getting a script to run this through the haveibeenpwned.com api to see what leaks the bot's data comes from.",not_spam "I've downloaded reddit corpus dump, and noticed that ""down"" votes are all set to be 0, whereas ""up"" votes counts are available. I'd like to compute controversy score on each reddit posting as Reddit website does, using the count of ups and downs, but I can't find the down vote counts in any version of the dump. Can anyone provide insight on why?",not_spam "Hello! Like the title said, I'm looking for a music api for commercial use (so Spotify is out). All I want to do is list the artist and the track name after a search, I don't want to play the actual song. Any help would be greatly appreciated!",not_spam "Hello all. I just found this data set on BigQuery where it has all of the public comments on reddit. I want to use it to create a chat bot using deep learning with python, but I don't know how to download the actual data. Do I need to pay an annual fee to BigQuery, or is it free? Can anyone help me? -- HASHEM Thanks",not_spam "Specifically interested in college golf events, but would be interested in anything that isn't the PGA or European pro tours. Looking for data without having to go to GolfStat, WAGR, SPWAR, Birdiefire, etc. Thanks!",not_spam "Hi all. I want to do some analysis on the EV market - essentially looking to prove that teslas claim on market domination is overblown. Does anyone know of any datasets i could leverage? Looking for at a minimum: Sales of electric vehicles (unit volumes or $) Brand Year Ideally global but happy to settle on whats available. Cheers!",not_spam anyone having this and willing to share for a fee?,not_spam "I am working on a healthcare chatbot, for a certain application I require a resource that maps symptoms to the specialist (doctor) that generally treats them. A dentist being the relevant doctor for a toothache for an instance.",not_spam "Sorry if my title wasn't clear, but I'm trying to find a way of comparing all the stuff being watched (by view count (maybe daily, weekly, monthly)) so I can see what TV show or movie is currently the most popular. An example: Game of Thrones at the end of the season would undoubtedly be the most-watched thing on the internet.",not_spam "I'd like to ask if anybody knows where I could find data per country of road deaths in europe, if possible going back several years. The user in the link below used it to make a picture about the subject. Although this is not what I'll be using it for, I'd like to ask if someone can point me in the right direction. https://www.reddit.com/r/dataisbeautiful/comments/1zyzey/road_deaths_in_europe_per_million_inhabitants/ Thanks Already",not_spam "Sorry if this isn't the right sub but I'm looking for statistics about the comprehension of sexual violence, whose participant isn't grouped by gender. ""What's your understanding about sexual violence, what do you regard as sexual violence, do you know sexual violence is"" kind of items. Thank you!",not_spam Thanks,not_spam "Hi r/datasets, I'm the CEO of the company that built [Dolt](https://github.com/liquidata-inc/dolt) and [DoltHub](https://www.dolthub.com). We love hosting data in SQL form for this community. I wrote a blog about how to publish CSVs on DoltHub so you can do it too. https://www.dolthub.com/blog/2020-04-29-dolt-dolthub-publish-csv/ This blog uses the [Tatoeba sentence translation database](https://tatoeba.org/eng/) as am example. It's a collaborative database of sentence translations that is published weekly.",not_spam "This is directly related to the recent case that I'm sure you all have been hearing about. I've gotten in a fierce debate about whether it is appropriate to assume someone that the murder of a witness in a high profile case like this one, two days after the trial, is more likely to be due to retaliation or other trial-related motivations, or if it's more likely that it's just a random murder not related to the trial that coincidentally happens right after the trial. I'm the one who thinks it's more likely than not that such a murder 2 days after a trial is related to the trial In order to prove this, need to get a set of data points of all witnesses who have been murdered within lets say a year after a trial. Then gather all the reasons for those murders and see what percentage of them were committed out of retaliation against said witness, rather than just coincidental murder for other reasons. Does anyone have any idea how I can gather this set of data? I would imagine that this data is likely impossible to gather. At which point, there's another question: given the absence of this data, would you say it's more rational to assume that the killing is coincidental and unrelated, retaliatory/trial-related, or to assume neither outcome",not_spam "Hey! Does anyone know of an platforms that produce content (like Cheddar, Buzzfeed, CNN, WSJ) that provide API access similar to how Twitter provides access for data?",not_spam "Anything would help. I'm trying to compile information about cars, and I can't find anything comprehensive (or vague) about what characteristics cars have.",not_spam "Hello - I'm looking for a database with an API that provides information on US companies, their divisions (if any) and the brands (if any) sold by the company or its division. Ideally, the database would cover more than just companies that sell consumer products but also provide services (e.g. airlines, rental companies, etc.) From my research so far: The bar code scanner databases are close; however, they only cover companies with products. Further, they generally provide the product information and the manufacturer information. Not infrequently, the manufacturer of a product is different from the company that actually owns the brand. The trademark databases like WIPO have too much signal to noise and aren't a practical solution. (There is too much overlap between similar trademarks.) An example - if I were to type in ""Ben and Jerry's"" the database would show it is a division of Unilever. Also - if people have a recommendation for other subs to cross post to - that would also be appreciated. Thanks in advance!",not_spam "I'm looking for a dataset covering ski resorts (preferably European) with historic daily snow depth and snowfall, for both high slopes and low slopes. ",not_spam "Guys and Gals, I am researching for implementing Artificial Intelligence in Healthcare. For my ongoing research I need Cancer, Diabetes, HIV/AIDS, Pneumonia dataset to analyse. Is there anyone who can help me? Thanks.",not_spam "I want to have an online store's product dataset with title, description, location, ratings, categories, price etc. I need this for a recommender system which im going to create with machine learning",not_spam "Hi, I'm looking for a dataset of ""articles"" (or sites) that are labeled according to the ""[IAB content taxonomy](https://iab.com/guidelines/taxonomy/)"".",not_spam "Hi all, We create datasets by taking pictures of specific objects. eg, footwear, home appliances and personal devices, shelves in grocery stores, waste on the streets etc. Orders come unevenly and sometimes our resources are overloaded, but sometimes itโ€™s idle and we want to use this time to collect the most requested data. What data is most relevant for you? Also Iโ€™d like to ask your opinion about our service in general. We collect and label datasets. The collection and annotation processes are managed, to ensure that you will receive images in the required quantity and quality. We grant perpetual licenses for commercial or non-commercial purposes. What flaws do you see in our project? What should we change, remove or improve? We are here: [tagias.com](https://tagias.com/). Any feedback would be greatly appreciated!",not_spam "I have seen various movies and series character screen time. Like - GOT, Avengers, etc. How exactly do they create such dataset. Does someone sit with a stopwatch for each character ? Or maybe create a character recognition deep learning model and run over each episode or movie? Like HOW ? &#x200B; If you know then let me know . If you know someone who did this, then how did they do it?",not_spam "Hi! I'm a professor and am looking for a sample business dataset that consists of at least 3 relational tables (ideally 4-6) and is data science friendly, e.g. has a good amount of numerical data to run analyses on (such as predictive models, correlation analyses, k-clustering, etc). Any help would be greatly, greatly appreciated. Thanks!",not_spam "Hi everyone, I have a stats project that asks us to find a data set and analyze it. I would like to conduct a 2x2x2 ANOVA to get more familiar with them. Can anyone help point me in the right direction? I have found a few websites, but nothing that has been any good. Don't really care about what the data is on, just that it is a 2x2x2 with a continuous DV. Thanks for the help in advance!",not_spam "Does anyone have a line on data documenting the dates that Amazon Prime or Amazon Prime Now rolled out by location (preferably by zip code)? I've found a few press releases that document rollouts to various cities, but nothing centralized and machine readable. &#x200B; Thanks!",not_spam "**Search and Create Datasets for iOS.** I just implemented a barcode scanner and image to text to help create and search CSV files on iOS! Check it out... [https://apps.apple.com/us/app/quicklookcsv/id1521784684](https://apps.apple.com/us/app/quicklookcsv/id1521784684) quicklookcsv@gmail.com",not_spam "**Dataset:** [**https://ieee-dataport.org/open-access/corona-virus-covid-19-geolocation-based-sentiment-data**](https://ieee-dataport.org/open-access/corona-virus-covid-19-geolocation-based-sentiment-data) This dataset contains the geolocation-based sentiment analysis data. The data is generated by an on-going project deployed at [https://live.rlamsal.com.np](https://live.rlamsal.com.np/). The geolocation data was extracted from the tweets which mentioned anything about ""corona"", ""covid-19"", ""coronavirus"" or the variants of ""sars-cov-2"". Complying with Twitter's data sharing policy,ย only theย tweet IDs are shared. You can re-construct the dataset by hydrating these IDs. The tweet IDs in this dataset belong to the tweets tweeted with an exact location that contained any of the previously mentioned keywords. The data is available in two formats: CSV and JSON.ย I'll be sharing new files every day, and the files will be named period-wise. For example, april28-april29.\* will contain tweet ID and sentiment data of the tweets that were tweeted between April 28, 2020, and April 29, 2020. If you're looking for Corona Virus (COVID-19) Tweets Dataset:ย [http://dx.doi.org/10.21227/781w-ef42](http://dx.doi.org/10.21227/781w-ef42) If you need the geolocation-based data starting March 20, 2020, then use the **COVID-19 Tweets dataset**ย and hydrate the IDs while adding the following condition: *if data\[""coordinates""\] is true; then useย longitude, latitude = data\[""coordinates""\]\[""coordinates""\]*",not_spam "I need to scrape comments text from all the posts of a public account/ page on facebook, linkedin, intagram etc. . Is there a way to do that ?",not_spam "Over the course of a few years I have downloaded all my replays from the game CS:GO (Matchmaking 5v5 on 64 tick Valve Servers). For my personal use I use CSGO demo manager https://www.csgo-demos-manager.com/ which can extract a lot of data from these replays. I have played this game solo for over 99% of the time. It has a massive amount of data in it, and a massive amount of different players. It is a record of allmost 3000 games (2974 to be exact) with almost 30000 different players (Me + 9 other steamaccounts for every game). If anyone is interested, I am willing to share the whole archive. I sometimes look at the statistics, but mostly use it to track all players I have met to see who has been banned by Valve's systems. All demo's are watchable in CSGO from every players point of view, nothing is manipulated. proof: https://imgur.com/a/CNtwxrZ If anyone is interested. Let me know. I'm willing to share the whole archive (including my JSON files from the demo manager, they have a bit more data, because I lost allmost a 1000 replays due to a diskcrash). You can also run them through the demo-manager yourself. Reply if you are interested, or DM me.",not_spam "Hi, Iโ€™m writing a undergraduate work (bachelor diploma) and looking for a dataset of ads in a text form, no images or audios needed. So, it must be something like this โ€œBook a trip to your dream destination...โ€, or โ€œour food is better made from scratch and we make ours from scratch every day.... and so on. Please, if you have anything or have a lead, it would mean a world to me! Otherwise, I will be forced to do data scrapping (not the most pleasant thing to do)",not_spam "I'm hoping to update a study I found that compared Bayesian updating methods to the AP top 25 rankings in NCAA football. I'd like to do something similar with the 6 years of College Football Playoff rankings that exist thus far, but I'm not finding any data sets with that information. I haven't ever webscraped at all, so before I go that route, I'm wondering if anyone has an idea of where I might be able to find something like this. I also need the weekly game scores for the teams ranked in the top 25, so if anyone has a source for just final scores each week for 2014-2019, that would be helpful as well. Thanks!",not_spam "[Google Sheets link](https://docs.google.com/spreadsheets/d/1KmTczsuu4G6Wki9EigjH-EH3xupirBG0ZKOK2qNAHJU/edit#gid=1609813210) The following transformations have been made here: * transformed dates from columns to rows * transformed transportation types from rows to columns * subtracted 100 from values (such as in Google Mobility Reports) * added country names for subregions/cities (in original dataset they are not provided currently) This spreadsheet updates automatically.",not_spam "Hi all first time posting, Iโ€™m attempting to find a dataset that includes information on NBA player stats for each game this season. So basically every playerโ€™s stats for every game they played including the team they played etc. Iโ€™ve checked Basketball Reference and they have all of the data available but donโ€™t want to go through thousands of manual downloads, any advice or suggestions?",not_spam "Hey guys , im currently doing my final year project on Lung Cancer detection from CT scans using deep learning . So inorder to go forward with the project , i need a large dataset of CT scans . So far getting cancerous lung CT scans has been alright . But im currently lacking in the normal lung CT scans . Any help would be much appreciated . Thanks",not_spam "Trying to see if anyone already has timestamps of when key events happened during the presidential debate. For example, what was the hh:mm:ss of the true start/end of the debate. I'm also looking for when candidate X said Y",not_spam "Iโ€™m looking for country level yearly time series data that goes back to around the 1960s on poverty levels and income inequality. Everything Iโ€™ve been able to find so far seems to have a lot of missingness, especially before the 80s. Any ideas?",not_spam "I was just wondering if anyone had any sources on shootings data? Given the recent series of shootings in the US, I thought it'd be useful to see it visually and to see if the recent frequency in shootings is new. I'm sure it's out there somewhere, but my Google luck was poor. Let me know if you know of any that you might know of, thanks so much!",not_spam "Also if possible to have websites tagged appropriately to their product category, example: clothes, tools, engineering applications, etc. Thanks for any help. Hopefully I can create a cool data visualization timeline animation from it.",not_spam "Unfortunately, I am not the most computer savvy person, and honestly, wouldn't even know the correct metric to measure internet usage in general, let alone on a state by state basis, so I do not have any relevant data to contribute. I am in the process of writing to my State Senator regarding Net Neutrality Legislation in California. I want my proposal to be as thorough as possible. I may not understand the finer points of net usage, but I do understand the general dread over throttling and increased ""tiered"" fees. I also know, from a lifetime of experience, that Telecoms will do whatever is absolutely worst for their customers at all times. I am trying to show my Senator that California accounts for X% of all internet traffic in the United States. Considering we account for roughly 8.5% of the nation's population, I'd imagine we also account for a similarly large slice of all nationwide traffic/usage. Similar to the way California's passage of increased gas mileage legislation basically forced car manufacturers to meet our standards or lose the largest auto market in the US, I am hoping that if we enact state NN legislation, we could force Telecoms to fall in line or lose the largest market in the country. Once California falls... My hope is that other states will fall like dominoes with similar legislation. Anyway... I am hoping someone with a better grip on the actual figures needed - showing how much internet traffic/usage California accounts for - can help me out with some good data representation. Thanks so much for any and all help!!",not_spam "I'm after patient gender and specific age, and whether they recovered or died. Note that in addition to data on tests for whether someone has the disease I'm also after data for serology / antibody tests that detect the antibodies which give immunity, which also means they previously had the disease and should count as a recovered case. Does this data publicly exist anywhere in any structured and reliable form?",not_spam "&#x200B; |Year|Month|Expenses|House Id| |:-|:-|:-|:-| |2017|Jan|1000|1| |2017|Jan|1200|2| |2017|Feb|1200|3| |2017|March|1250|4| |2018|Jan|2000|1| |2018|Jan|2100|2| |2018|Feb|1200|3| |2018|March|2300|4| |2019|Jan|2500|1| |2019|Jan|700|2| |2019|Feb|500|3| |2019|March|2200|4|",not_spam "Looking for a rich source of data for analysis on current 6 nations players. Any data on the 6 Nations championships itself is welcome, as well as any source on the Domestic rubgy tournaments, e.g. Pro 12, Champions cup, Top 14. Looking in particular for match statistics for each player. This includes simple stats (Tries scored, red/yellow cards) and more in-depth stats (metres made, defenders beaten). Any help at all would be great!",not_spam "Hello guys, I am a final year CSE undergrad. I am are pursuing a research project in the field of Personality Analysis using Twitter data. I am currently looking for a dataset to continue my research. I would very much appreciate it if anyone could share the Open data repository that available or if there are any other alternatives for the data sources that you are aware of. My exact requirement is a dataset containing both tweets as well as Big 5 personality answers from those users.",not_spam "I am following this great tutorial to learn how to create my own **sentiment analysis** pipeline using Python **SpaCy** package: [https://realpython.com/sentiment-analysis-python/](https://realpython.com/sentiment-analysis-python/) This tutorial uses the ""Large Movie Review Dataset"" for training & test sets. Where do I find more datasets for different applications? I need to analyze the sentiment of texts that users highlight in a **diabetes** brochure and website, to see if I can predict from the highlighted text whether a user is a diabetes patient or only just diagnosed or a friend or family member of a patient, etc... What dataset should I use instead of the movies dataset used in this tutorial? Thanks",not_spam "Hi, I am searching for a labeled dataset for social engineering attack detection or phishing email detection. I would appreciate any help and thanks you in advance.",not_spam I have a 700kb CSV that I'd like someone smarter than me to tear apart. Where can I post the job offering? Thanks.,not_spam "Hello, &#x200B; I'm trying to map a set of 20K zip codes to the nearest major city. &#x200B; I have Zip code to MSA but there's over 200+ MSAs and that's too granular for our analysis. Counties also proved to be too numerous. &#x200B; Is there a way to set that ties zip codes to a larger footprint than MSA region but smaller than state? Thank you!",not_spam "Hey guys. I'm currently working on a university project that consists on developing a cyberbullying detection module. As I am not supposed to build my own corpus/corpora, I'm searching the web to find corpora that are already adapted to cyberbullying detection. However, I just found two corpus and I'd like to know if you guys know some more corpus. Thank you!",not_spam "Hello everyone! Iโ€™m currently working on the marketing sector of an e-commerce company and would like do compare great anime franchises with some Blockbuster cinema franchises like Harry Potter, Marvel and so on. I would like to compare them with data on revenue, all-time audience, growing audience and so on so the more complete the dataset the better. Does anyone knows where i can get this information? Thanks in advance!",not_spam "This dataset are about Nafion 112 membrane standard tests and MEA activation tests of PEM fuel cell in various operation condition. Dataset include two general electrochemical analysis method, Polarization and Impedance curves. In this dataset, effect of different pressure of H2/O2 gas, different voltages and various humidity conditions in several steps are considered. Behavior of PEM fuel cell during distinct operation condition tests, activation procedure and different operation condition before and after activation analysis can be concluded from data. In Polarization curves, voltage and power density change as a function of flows of H2/O2 and relative humidity. Resistance of the used equivalent circuit of fuel cell can be calculated from Impedance data. Thus, experimental response of the cell is obvious in the presented data, which is useful in depth analysis, simulation and material performance investigation in PEM fuel cell researches. &#x200B; * [Github Repo](https://github.com/ECSIM/pem-dataset1) * [Data Paper](https://doi.org/10.26434/chemrxiv.11902023)",not_spam "I'm looking for NFL draft data, ideally with a reasonable amount of detail. Any leads?",not_spam I am looking for a way to visualize the amount of students with school provided computers and how it has changed over time.,not_spam "Hi, does anyone know where I can find a data set with aerial images of a cattle farm? I am planning to do aerial image recognition using DNN for a livestock project for my semester module.",not_spam "I was wondering if there is a open dataset for workouts. Not each individual exercise, but a workout for each situation like a beginner who is trying to run should use this workout? I see all these apps online using having a set of workouts, but I have no idea where they get it from. I don't want to data scrape a website because of the legal issues for using it for commercial purposes. Any advice on how to move forward with this?",not_spam "found the post from 7 months ago and will use some of that, but I'm especially looking for something along the lines of gallons sold or gallons produced. ",not_spam "I already know how to for the USA. http://www.highprogrammer.com/alan/numbers/dl_us_shared.html It is for the purpose of anonymizing existing data sets. Any algo, tips ressources will be welcome.",not_spam "Hi, I'm doing a task where I need to predict the demographics of a FULL name. Right now, I find it hard to have a full name dataset that has both race/ethnicity and gender data. I am aware of the SSA dataset, but it seems like they only provided the first names and sex. Anyone else has recommendations?",not_spam "Where can I find dataset for the paper "" Looking to Listen at the Cocktail Party: A Speaker\-Independent Audio\-Visual Model for Speech Separatio "" ?",not_spam "I have a scientific database of \~800 items. Each item has on average \~5 keywords. The total number of distinct keywords is \~1800. I've been asked to devise a scheme of 10-15 categories based on the keywords. The main criteria is that the categories must be as mutually exclusive (and as few) as possible. There have been a few previous attempts at categorization, but they have all been ultimately deemed unsatisfactory by the organization. I've tried using fuzzy lookup to consolidate similar keywords, but it didn't make much of a dent in my workload. How would you approach this task? Edit: The categories are supposed to be broad topics or ""subject areas."" Edit II - This Time It's Personal: Thanks everyone for the excellent suggestions. Most of the freely available text analysis tools seem to be ineffective because the terminology I'm working with is too esoteric, but I'm currently exploring the wikidata approach suggested by /u/solresol. I'll update the thread again later.",not_spam I have already looked into Clearbit's Logo API but I do not wish to manually generate enough training data for my analysis. Thanks!,not_spam "Hey all, &#x200B; I've never used a .db file before, but I wanted to gain access to this data: [https://www.reddit.com/r/datasets/comments/bb0zbp/spotify\_acoustic\_data\_for\_340000\_songs\_from/](https://www.reddit.com/r/datasets/comments/bb0zbp/spotify_acoustic_data_for_340000_songs_from/) &#x200B; (or actually it should be [https://components.one/datasets/billboard-200/](https://components.one/datasets/billboard-200/) ) &#x200B; I've successfully downloaded the file, but can't open it with access (which is what I found when I searched for how to open this on google) &#x200B; Specifically, when I try to open this file in Access 2019, an error message says ""Unrecognized database format '\~\~\~\\billboard-200.db' &#x200B; I also tried opening it with excel and then it asked for some weird data connection access rights.. &#x200B; So at this point I'm not sure if there's something wrong with the dataset or if I'm just doing something wrong &#x200B; I'm just trying to save this as a CSV file or get this into R but I'm not sure what I need to do..",not_spam "I am looking for a huge list(csv?) which includes all countries, cities,villages, airports, cafes, etc, for a project that requires structured places for easy search. And alongside each place, it would be nice to have the country, city, gps coordinates, and anything else. Does anyone know of such a dataset I could buy/download?",not_spam "I am a Student of MS Software engineering and I want to do Research on Early Detection of Coronavirus, and for this, I want the dataset of patients who were tested and symptoms were found in them.",not_spam "I was able to get to 80% using an SVM classifier (train on 20,000, test on 10,000). Can anyone do better than that? [http://openpsychometrics.org/\_rawdata/16PF.zip](http://openpsychometrics.org/_rawdata/16PF.zip)",not_spam Hello everyone. Maybe someone knows where there are free datasets? Need datasets like on this site [https://makeml.app/dataset-store](https://makeml.app/dataset-store),not_spam "Once you have lost your important data what actions would you put? For me, I will find a data recovery software free download for my poor data. In fact such data accidental deletion is very common now for peopleโ€™s carelessness. To face this conditions vast software has been designed. Most of them are paid while some are free. All in all , we have the ways to do with the data lost problem. But still donโ€™t carelessly lose your data for something you might never recover.",not_spam "I'm looking for a large dataset to practice some clustering techniques and correlation analysis on. Anything with two or more columns is fine, I'm just struggling to find anything that has any raw data instead of statistics. The small sets aren't helpful for cluster analysis but I've used them for correlation analysis. Any help would be amazing!",not_spam "&#x200B; [Sample image. ](https://preview.redd.it/2s1statmlcm61.png?width=656&format=png&auto=webp&s=c10b35926616e7a7e2f6d58d15d19f701f0efb6d) Hey, I'm working on a project that requires to detect text on containers like shown in the image, I have a very very small dataset hence the accuracy is low. I would be grateful if you could guide me to where I can find similar images, I've searched Kaggle and other major dataset sites but no luck. I'm even open to a synthetic dataset and suggestions on ways to create them. Thank You",not_spam "This is for academic research - ""internet paleography"". I am interested in early blogging communities, their network, and their topics. The method will be a combination of network analysis and text mining, but my problem is how to get the raw data. What would be the best way? Using archive.org and cleaning the data somehow? (if so, how?) Using other datasets? Which ones?",not_spam "I'm looking for a dataset that has income or gdp per county for the years 1960, 1970, 1980, 1990, 2000, and 2010. Anyone know of a good place to look? State level would also be great!",not_spam "I'm having the internship with my Machine Learning teacher. We want to analyze the energy consumptions of some buildings but the data is sparse and not exciting. Do you know if there are some historical energy consumption datasets? Thanks",not_spam "I find [https://www.timeanddate.com/](https://www.timeanddate.com/) does not really provide any exportable data in CSV format for me to use. Is there any resource you guys know of that provides me civilian sunrise and civilian sunset data from which I can plot the percentage of sun exposure increase between two locations? My use case: I simply want to answer ""How much percentage more sun am I getting where I am currently living versus where I have lived?"" And I want this to be a real world exercise in using data so I may become more familiar with processing data. I did this many years ago; but, forget a lot of what I knew. This would be an awesome real-world example to get me back in the game. Thanks all!",not_spam "As a personal learning project, I'm looking to build a journal app to keep track of vegetable planting activities. Has anyone found a source of recommended planting dates, by variety, out there someplace? I'd be happy with either a static file to download or an api. This is for a kitchen garden but a commercial farm planting schedule would work too. Most existing apps seem to reference USDA climate zones. Some allow you to choose your zone to get specific seed planting dates for your area. But so far I haven't found anything available in the USDA data offerings. Have also checked [programmableweb,](https://www.programmableweb.com/) [data.gov](https://data.gov/), [datasciguide.co](https://datasciguide.com/)m and others, so far to no avail.",not_spam I might be asking for the impossible...,not_spam "I like to have a database on the Paralympics, not just the most recent one. I like to have the country, sport, medal, gender and year. thanks",not_spam "Hello everyone I'm interested in doing market basket analysis, and I'm looking for transactional data so I can do it with. Is there some datasets you would recommend?",not_spam " Advice needed. I am a teacher and I would like to track how much time I spend doing things for my job such as lesson planning, meetings, actually teaching, etc. What is the best way to go about collecting such large and detailed amounts of data? ",not_spam "Looking for a data set that contains game by game attendance data. ESPN only provides season totals/averages, and I am having a hard time finding a data set that provides the game by game data. Can anyone help?",not_spam "Hi, i've been searching for a panoramic (equirectangular) dataset for a while now and I can't seem to find anything that has outdoor environments (e.g roads, forests, urban, indoor too etc.). Aparently the sun360 dataset is basically exactly what i'm looking for, but it doesnt seem like its available online anymore. Does anyone know of anything like this? Im thinking of just writing a script to download \~100,000 panoramic images from google street view, but this is last resort and would take a long while. If I do this, i'll see if I can share this dataset after here. &#x200B; [**I have created a small (25,000) dataset from streetview which is available here.**](https://drive.google.com/drive/folders/1R3qwiVCZRjDcrwBselb5ibZGCv2PWEtR?usp=sharing) &#x200B; Edit 1: I've downloaded \~25,000 eqiurectangular 832 x 416 images from google street view of cities and rural areas, i'll see if I can upload it (though it has duplicate images and broken name system). Edit 2: Uploaded the dataset, if anyone wants to add to it or whatever i'm happy to share the code I used to get the stuff. The size is good for me as I am using online a portion of each image, so have the equivalent of a huge dataset like that.",not_spam Is anyone aware of any accessible wildlife databases that exist out there? I am hoping to find something that contains information on wild animals and native fauna for regions within the US.,not_spam "I want to automatically detect if a given text is an ad or not. I'm looking for a dataset that would contain Google Ads kind of content: short, text-only ads on any topic. I was sure I could find that easily but so far no luck!",not_spam "Any help would be appreciated. Couldnโ€™t find any large datasets on Google dataset search, census, data.gov, etc. If not, maybe income vs number of children?",not_spam "Hey guys ..I got an assignemnt from the my uni where I have to apply multiple operationes on two data set. I am unablw to find any suitable dataset which can meet these requirement. I would realy appriate the help. Following are the condition for two data set required. 1. At least two data sets should be merged. 2. Your data set should include multiple data types (numerics, characters, factors, etc) 3. Your data set should include variables suitable for data type conversions so that you should be able to apply the required data type conversions 4. Your data set should include at least one factor variable that needs to be labelled and/or ordered. 5. At least one of the data sets that you use should be Untidy. You need to explain why the data set or data sets you used is/are Untidy. Then you need to apply the required steps to reshape your data into a tidy format. 6. At least one variable needs to be created/mutated from the existing ones (e.g. the data may contain income and expense variables and you may create a savings variable out of the income and expense variables). &#x200B; Thnaks for the help in advance.",not_spam "Hi, I'm wondering if there any datasets to get the top downloaded apps in google play in australia?Basically I just need a .csv file displaying this info?I found one on sensortower but the download csv button is greyed out & idk how to get it working...",not_spam "Hi, I am looking for brand names/ trademarked items and their categories in Amazon/ Grainger website. For e.g. Loctite, thread lock sealer or oil and fluids. Any suggestions on where to find such datasets?",not_spam "Hello, I was hoping to find datasets with two or more independent variables (I only need two independent variables) and one dependent variable. If anyone has any good datasets with good correlations, please let me know and specifically, I am looking for datasets in relation to profits or costs - I want the dependent variable to be ""profit"" so I can do some multivariable optimization and local extrema stuff, or costs as well.",not_spam "Hello, I am currently doing a project about microplastic pollution in waterways for school. I wanted to create data visualizations for this topic, but I am having a difficult time locating spreadsheets. I would like to explore the following topics: microplastic effects on the food-web, chemical makeup of biofilms on plastic, concentration of microplastics in waterways, different types of microplastic (fiber, fragment, pellet, film, foam), or anything else relevant to this topic at all. Please if you know about any of these topic please help me. I really am having a hard time finding spreadsheets to process this information. I would really, really appreciate any help.",not_spam "I have an idea to make a model to make suggestion on what channel to add to marketing mix, I'm wondering if people could read through and make any suggestions to improve it? Working with a company as part of my undergraduate course so may have the chance to test it in the field. The initial idea is to find a load of datasets that have clearly added a channel at a certain point in time, with a KPI value throughout the timeline. use some to test, some to train, then deploy the model is a live experiment for a digital marketing agency. **Training** 3 months worth of touch point data (search, ads pixel and cookie data, email campaign, retargeting), with clear KPI e.g. daily sales, then 2 months in the company introduces a new channel e.g. display ads. the model then looks at the volume of sales before and after adding that channel, and comes out with a figure for how much that channel has contributed. repeat the process for a bunch of data sets, until the model gets a 'feel' for how much a KPI increases when a certain channel is added based on the existing marketing mix, that would be training. **Testing** Do the same with test data, and make it predict how much of an impact on KPI adding a channel would have, then compare the prediction to the ground data (average lift in KPI after adding channel) **Validation** Once the model is trained it would be able to analyse a dataset that (which could be visualised as a Markov chain), then based on what it knows from training and testing, it can make a suggestion on what channel to introduce or spend more money on. if the company took action on the prediction, it would be able to validate/invalidate that prediction. Question 1) Is the above any good? Question 2) where can I find large multi touch datasets like this to use? Any help would be super appreciated",not_spam "For a relatively long time, I have known about The Wayback Machine and I always just assumed I can get a past version of any website whenever I want. That is, until I actually needed to. I haven't started any actual work yet, but I want to train a model for detecting nsfw and racy pictures. I started thinking about getting the data first. So I figured, I should just download every picture on [victoriassecret.com](https://victoriassecret.com) since the site has been created, each download separated by approximately a week, and remove the duplicates, checking by name. To my unpleasent surprise, when I tried downloading the entire website on a particular day (using wget), I barely got anything. The homepage is archived [many times a day](https://web.archive.org/web/*/www.victoriassecret.com), with a total 32,417 snapshots over time. But individual pages have been archived maybe once or twice since forever. And even those pages don't have anything. What I could understand is that I was falsely happy about being able to access any website at pretty much any point of time using The Wayback Machine. It has made me sad enough that I don't want to believe it. Can anyone confirm that what I have said is true, so that I give up on getting data this way.",not_spam " >**TL;DR:** [here](https://www.kaggle.com/yamqwe/calculating-an-optimal-diet) Hello Guys, Quick idea: What if you had a dataset containing the nutritions and price of various food items? You could optimize your own diet! Well.. now you can do exactly this! with the new dataset I uploaded to Kaggle. You can find it [here](https://www.kaggle.com/yamqwe/calculating-an-optimal-diet). It contains nutritional values of household commodities. The dataset was used in the ""stigler""-problem where ones tries to figure out how to minimise the costs of food while still getting enough nutrients. It has more than 230 household Items along with their Price, Nutritional properties and some other features such as the Unit size, Vitamins Content, Protein Content and more. **Credit to the original Authors: This dataset was originally created by [calmcode.io](calmcode.io)** Bon appetit!",not_spam """ The current database contains data from the clinical patient data management system of the department of Intensive Care, a mixed medical-surgical ICU, from Amsterdam University Medical Center. The clinical data contains 23,376 admissions from 20,181 patients admitted from 2003 to 2016 with a total of almost 1.0 billion clinical observations consisting of vitals, clinical scoring systems, device data and lab results data and 5.0 million medication records. "" Press release (EN): [https://amsterdammedicaldatascience.nl/press/en.pdf](https://amsterdammedicaldatascience.nl/press/en.pdf) Website: [https://amsterdammedicaldatascience.nl/](https://amsterdammedicaldatascience.nl/) Github with instructions to gain access: [https://github.com/AmsterdamUMC/AmsterdamUMCdb/wiki](https://github.com/AmsterdamUMC/AmsterdamUMCdb/wiki)",not_spam "I am working with the SAT dataset into the faraway library, and I am thinking that the results I am obtaining are not true in the best of the cases, because they are not considering the fact that in some states the SAT was mandatory for all the students.",not_spam "Are there any good A-Z datasets similar to MNIST number ones? I could find only this on kaggle, [https://www.kaggle.com/ashishguptajiit/handwritten-az](https://www.kaggle.com/ashishguptajiit/handwritten-az) &#x200B; I am new to ML but I think the data is not very reliable. [https://imgur.com/a/psdBOsH](https://imgur.com/a/psdBOsH) \[0-25,labels for each alphabet A-Z\]",not_spam "Hi All, &#x200B; I have prepared a couple of technical indicators for GPW/WSE (Warsaw Stock Exchange, Warsaw, Poland) stock prices. If anybody is interested in any other indicator or in any other format of data, please let me know. All comments more then welcome. &#x200B; 1) Accumulation Distribution Line (ADL) 2) On-Balance Volume (OBV) 3) Moving averages &#x200B; [https://www.kaggle.com/hadzio/datasets](https://www.kaggle.com/hadzio/datasets)",not_spam "There seems to be a decent amount of data sets about food and their component ingredients. What I haven't been able to find is a data set relating ingredients in food to common allergies (such and such is a derivative of wheat, etc.).",not_spam "The most famous is the telco one, I was wondering if there is another one that is imbalanced. Thanks.",not_spam "I've been scavenging through NCES (National Center for Education Statistics) but I simply can't find these numbers. Or maybe if you know a reason as to why I can't find this list on the internet, I'd be greatly appreciative. Thanks!",not_spam I'm a junior doctor - event a sample would be so useful,not_spam "I'm searching for geographical data on the amount of cocaine use (or admissions for cocaine treatment) - state by state - for at least 3 periods; 5 would be ideal. Hoping to map out the data and make a gif of the of the changes over time. I've only found [this](http://www.statemaster.com/red/graph/hea_coc_use-health-cocaine-use&b_map=1#source) for 03-04 period and [this](http://store.samhsa.gov/product/State-Estimates-of-Substance-Use-and-Mental-Disorders-from-the-2008-2009-National-Survey-on-Drug-Use-and-Health-NSDUH-/SMA11-4641) for the 08-9 period. Any help/links would be appreciated. ",not_spam I can't find a single website which can give me this data,not_spam "I found a similar data set here, but the post is outdated, and this and the other sets I found didn't have the granularity (wanted by episode, not by season) I wanted. http://asoiaf.westeros.org/index.php?/topic/94295-a-game-of-screentime/ Intent: I wanted to make a heatmap of characters (Y) by episode (X) based on screen time (color).",not_spam "I have no questions about the dataset but to access the dataset one has to use a helper library provided by this repository([https://github.com/TREMA-UNH/trec-car-tools-java](https://github.com/TREMA-UNH/trec-car-tools-java)) . I've tried setting it up on my macbook but fail to get it to run. I'm doing the following - 1. Clone the repository 2. cd into the repository and do an ""mvn compile"" 3. cd into the new target directory into it's classes sub directoryย  4. My next command isย java edu.unh.cs.treccar\_v2.read\_data.ReadDataTest paragraphs FILEPATH\_TO\_A\_CBOR\_FILE (""unprocessedAllButBenchmark.Y2.cbor""). &#x200B; And I get the following error - Exception in thread ""main"" java.lang.NoClassDefFoundError: co/nstant/in/cbor/model/DataItem at edu.unh.cs.treccar\_v2.read\_data.ReadDataTest.main(ReadDataTest.java:52) Caused by: java.lang.ClassNotFoundException: co.nstant.in.cbor.model.DataItem at java.base/jdk.internal.loader.BuiltinClassLoader.loadClass(BuiltinClassLoader.java:583) at java.base/jdk.internal.loader.ClassLoaders$AppClassLoader.loadClass(ClassLoaders.java:178) at java.base/java.lang.ClassLoader.loadClass(ClassLoader.java:521) ... 1 more &#x200B; Can someone please tell me where I'm going wrong",not_spam "Hello! I'm working on a college sustainability project related to the collection, consumption and disposal of oyster shells in the state of Massachusetts, USA. My group and I have been reaching out to restaurants and oyster shell producers in the area for rough estimates of their throughput, but would like some numerical data as well. We're aware that the Massachusetts DEP puts out a yearly report about shellfish, but the data we found there hasn't been to helpful. Does anyone know a good dataset that might help? Thanks!",not_spam "I am seeking a general data set of medical topic focus phone calls as audio files - I can take any format or length. Either between patients and providers or just containing even the slightest medical discussion. Thanks in advance, Will",not_spam "I am new to Data Mining (CompSci major in a Data Mining class) and I have to do a project analyzing a dataset (with at least several thousand records) and was hoping to find an interesting dataset relating to Psychology/Psychiatry that would work well with a classifier. Does anybody know of a good dataset / a good place to find one? I'm using WEKA so .arff extensions would be the best, but anything I can convert into .arff works as well.",not_spam Hi folks. I need an annotated dataset of store receipts with white background and black text. Preferably camera captured images. I'll be using it for object detection for will prefer it with a diverse backgrounds. Please let me know if you have any resources on that.,not_spam "Hi, r/datasets. Is there a dataset containing historical voting records of the US Congress? House, Senate, or both is fine. I want to create a political climate index beginning as a univariate analysis of voters crossing party lines. Later, I'll incorporate multivariate methods to improve the utility of the study, but first, I need a data source. Thanks in advance",not_spam Looking for historical data on odds makers predictions for college basketball games linked with the outcomes of those games. Win/loss is sufficient though the spread would be a bonus.,not_spam "Hello to everyone. How to make a video like Data is Beautiful \[ YouTube \]. And where can I find the data for this? [https://www.youtube.com/watch?v=YNLOfeiD7E0&t=1s](https://www.youtube.com/watch?v=YNLOfeiD7E0&t=1s)",not_spam Hi there! Does anyone know of any data compiled that compares COVID-19 cases or levels of outbreak relative to the 2020 presidential election results?,not_spam "So, for example, what proportion of governments were led by a party generally considered center left party in the year 2000, versus the year 2020? Ideally it would be a comprehensive documents covering as large a portion of democracies as possible. Data which included regional governments as well would be even better. Any help appreciated :-)",not_spam "So I am trying to build a classification dataset for specific cases. For example, a user may say something like โ€œHey can you lookup the website for speed-testโ€. How could I create hundreds of different alterations of all the words while still maintaining the same meaning? I currently am using this data to build a classification model for a custom GPT3 model, and have been using the base GPT3 to generate more alterations on the phrase to build my dataset. The problem is this can get very expensive, and can produce not many unique phrases. How could I achieve this task automatically and on the cheaper side? I would appreciate any advice.",not_spam "I've found some interesting [maps](http://1.bp.blogspot.com/__cLfPbhhwmw/SOulW33MSTI/AAAAAAAABgI/d24gj9p_Dfk/s400/AA+VA+tea+line+2.jpg) of McDonald's tea serving from ~2000, but can't find the raw data. Anything related is appreciated! ",not_spam "For example: โ€œThe company is closing today.โ€ โ€œ\n\n READ ALSO โ€” The company is closing today... \n CLICK TO READ MORE. โ€œ",not_spam "Hello! Where can I find a data set that meets the requirements of the statement. Thank you very much!",not_spam Can anyone recommend a dataset with atc farms costs per country? In particular France,not_spam "Hi guys, I have a question regarding entire lists of keywords/hashtags. There are many lists online claiming to contain the top 10'000 etc. most used hastags in Instagram/Twitter etc. - they seem to be more like online search tools. For a research project at work I am interested in a ""full"" set/list of Keywords. Does any of you know of a FREE Database with multiple thousands of keywords/ hashtags to download? Or a paid service that offers this? thank you,",not_spam Like no5 even data this is hard to because you can only get it via scraping on websites that donโ€™t allow scraping or itโ€™s not documented. I feel like there has gotta be some open territory,not_spam "Can you guys help me find some regularly updated data feeds? What I'm looking for is something like this - [https://archive.luftdaten.info/](https://archive.luftdaten.info/) \- the data is coming from a German project to monitor air quality throughout Europe and it is updated on a daily basis. The nature of the data is not to important, as it is going to be used for educational purposes. Also, the way data is retrieved is not important, actually the more diverse - the better. The key here is to be regularly updated, as part of the exercise is to workout on ETL processes. Thanks in advance!",not_spam "Greetings all, I'm working on a class project where I'm trying to show ""the death of print media as told by pornography"" and I feel Playboy would be most representative. I currently have quarterly revenue data (1998-2008) and daily stock data (1971-2007). I was hoping to find either expanded datasets of the above or, more importantly, subscription data. I understand that Playboy is no longer traded publicly so it's unlikely that I'll find any other stock or revenue data. Thanks in advance!",not_spam Iโ€™m looking for historical stock prices for 2019 and/or 2020 but at 1 hour intervals,not_spam "I'm planning to do my research on satellite image segmentation. And one of the key feature of research is comparing with current works results. Can anyone give me some dataset of satellite imagery, which has strong base. By strong base, I mean, some paper has been published on that dataset. Thanks in advance.",not_spam " I am looking for a dataset of traffic flow and its corresponding weather data, such as rain and temperature, of the same location. I am studying the effect of weather variables on traffic, preferably inside cities not on highways. P.S. I could find traffic data of some locations without the corresponding weather, and vice versa. What I need is both data of the same location.",not_spam "I have been recording my 4 month olds sleep patterns since we began sleep training 2 weeks ago. I have recorded the time we put him down, the time he fell asleep, and the time he woke from everyone one of his naps and nighttime sleeps. I would like to record this electronically, and generate a chart to visualize the data, but I'm not entirely sure where to start. I know my way around excel, and I'm somewhat handy with d3.js and other tools like that, but I am not sure how to format my data or what chart would best visualize my data. Any advice would be greatly appreciated!",not_spam "Friends, Today, we've updated the database with 25 new datasets! Thanks again for contributing: Ayman Alhelbawy! Will continue to update you as more datasets come in. Database: [https://quantumstat.com/dataset/dataset.html](https://quantumstat.com/dataset/dataset.html)",not_spam "Moving forward, I'm going to be creating .xz compressed files for all monthly dumps along with yearly roll-ups for anything big data related. You will notice that there are xz folders under the Reddit comment and submission folders: http://files.pushshift.io/reddit/comments/xz/ These files will be complete year roll-ups for comments and submissions. I am also including PAR2 parity files (10% redundancy) along with the .xz files. You only need to download the .xz file and the .PAR2 file to verify the parity. If for whatever reason there is a problem with the parity check, you can rebuild the data from the additional parity files. If you want to archive this data yourself, I would recommend downloading all the parity files as well. The xz compression is so efficient, that even with the 10% parity files, the total file size is still smaller than the bz2 compression format. If you have any questions or suggestions, please let me know. Much love and appreciation to /u/bwbaugh and /u/skeeto for their assistance and suggestions. This makes the most sense in the long-run -- the xz compression format is superior and together with the parity files, it makes a great long-term solution for data archival. If you want to verify the file, you can do so by using either of these commands (linux): par2verify RS_2017-06 par2 verify RS_2017-06 **Example Output:** root@pluto:/data/bigdata/reddit/submissions/xz# par2 verify RS_2017-06 Loading ""RS_2017-06.par2"". Loaded 4 new packets Loading ""RS_2017-06.vol031+32.par2"". Loaded 32 new packets including 32 recovery blocks Loading ""RS_2017-06.vol063+64.par2"". Loaded 64 new packets including 64 recovery blocks Loading ""RS_2017-06.vol001+02.par2"". Loaded 2 new packets including 2 recovery blocks Loading ""RS_2017-06.vol127+73.par2"". Loaded 73 new packets including 73 recovery blocks Loading ""RS_2017-06.vol003+04.par2"". Loaded 4 new packets including 4 recovery blocks Loading ""RS_2017-06.vol015+16.par2"". Loaded 16 new packets including 16 recovery blocks Loading ""RS_2017-06.vol007+08.par2"". Loaded 8 new packets including 8 recovery blocks Loading ""RS_2017-06.vol000+01.par2"". Loaded 1 new packets including 1 recovery blocks Loading ""RS_2017-06.par2"". No new packets found There are 1 recoverable files and 0 other files. The block size used was 872152 bytes. There are a total of 2000 data blocks. The total size of the data files is 1744297984 bytes. Verifying source files: Target: ""RS_2017-06.xz"" - found. All files are correct, repair is not required. Windows probably has a tool for PAR2 file management but I'm not familiar with it. Maybe someone can recommend a good tool for Windows? This program looks legitimate: http://www.quickpar.org.uk/ _________________________ It will take about a month or two to create xz files and parity files from all the existing data. Reddit June submissions are also now available in xz format here: http://files.pushshift.io/reddit/submissions/xz/ Thanks again!",not_spam "I'm looking for a dataset that shows the number of international and/or domestic visitors/tourists/travelers for each country BY MONTH. It's easy to find this data BY YEAR but that's not what I'm interested in (here is one of many examples of this data BY YEAR -- https://www.indexmundi.com/facts/indicators/ST.INT.ARVL/rankings). I'm looking for it by month if possible. Any ideas or anyone can point me in the right direction?",not_spam Here is a list of over [350 Datasets](https://datagious.com/datasets/). Looks like the majority are free to use. I have some friends using the free ones for test projects.,not_spam I'm looking for a database with dental radiograph images to evaluate whether an algorithm can make a diagnosis from dental radiographs. Does anyone have any suggestions of where to look?,not_spam "*""Aย data setย (orย dataset, although this spelling is not present in many contemporary dictionaries like Merriam-Webster) is a collection of data. ... The termย data setย may also be used more loosely, to refer to theย data in a collection of closely related tables, corresponding to a particular experiment or event.""* From https://en.m.wikipedia.org/wiki/Data_set So would you write 'dataset' or 'data set' on your resume? ",not_spam "I'm looking for a data set of instances of U.S. Politicians being paid for speaking engagements. I'd like to create a visualization of who is speaking, when, for how much, and who is paying. example data available here: http://www.cnn.com/2016/02/05/politics/hillary-clinton-bill-clinton-paid-speeches/",not_spam "Hey guys does anyone know how I can get historical data for the tweet volume regarding a certain topic. E.g. the number of tweets mentioning Donald Trump per day in 2016. The only thing I managed to do with the API was to download historical tweets, but obviously this is really inefficient and also takes ages because they limit the amount you can get per request. Any help would be much appreciated :)",not_spam [https://github.com/surge-ai/profanity](https://github.com/surge-ai/profanity),not_spam "introduction paper: [https://www.federalreserve.gov/econres/feds/files/2019017pap.pdf](https://www.federalreserve.gov/econres/feds/files/2019017pap.pdf) dataset: [https://www.federalreserve.gov/RELEASES/Z1/current/](https://www.federalreserve.gov/RELEASES/Z1/current/)",not_spam "I put together a free web app to more easily access and visualize historical Canadian weather data. Quite a bit faster and easier to use than the current government site. Still in Beta but hoping it's useful to some! [http://www.weatherhistorycanada.com](http://www.weatherhistorycanada.com/)",not_spam "Hello, Iโ€™m searching for available datasets on the connection between mental health condition and poverty for a project I am supposed to work on. Does anybody know some reliable sources where I can find useful information? Thank you!!",not_spam "Hi All, I am looking for web browser history of several users(around 100). Using this data, I am trying analyze user's interests. This data will be very useful for my research. Can any one provide appropriate links/data Thanks in advance. -Bala subrahmanyam Kambala",not_spam "Hey, I'm starting my thesis about attack graphs, and to do so i'll need some dataset about common networks structure (preferably with some vulnerability scan logs). If some one could point me in the direction of one, that would be awesome!",not_spam "Hello!I didn't know where else to turn to, so here I am.I have a large dataset (I guess around 2,5-3m rows in excel and around 70 columns, 1,1GB) that I need to work with.The dataset is from 2000 - 2017, and row nr 1m is 2006, if that helps to visualize (Classified dataset, can't upload or show).I need to extract 3 rows and run them through a formula. The formula is like X/(Y-Z). So, how can I solve this?I need to be able to see the whole dataset (need to sort it later on, but if I get help with the formula mentioned, the rest should be easy).If clarification is needed I'll answer questions ASAP. Please don't bash me, I'm new to working with datasets of this size. EDIT: I used RStudio (with dplyr) and some help from some truly amazing guys. This community is great, thank you so much for all the inputs!",not_spam "Hey I've been building an open COVID-19 case data pipeline: [https://github.com/covid19-data/covid19-data](https://github.com/covid19-data/covid19-data) Originally, I was using [https://github.com/CSSEGISandData/COVID-19](https://github.com/CSSEGISandData/COVID-19) for my visualization initially, but the dataset contains too many inconsistencies (e.g. sudden changes in country names and aggregation level) and they are not being addressed: [https://github.com/CSSEGISandData/COVID-19/issues](https://github.com/CSSEGISandData/COVID-19/issues) So, I'm working on an alternative data pipeline where everything is transparent. It currently merges 1. WHO daily case data (cleaned by Our World in Data team) 2. Wikipedia US case data 3. Worldbank country metadata 4. ISO 3166-2 Alpha-3 codes from Wikipedia And uses Tableau's version of the JHU CSSE dataset to extract coordinates (plan to switch to another dataset because of so many errors and inconsistencies). The whole pipeline is automatic (using Python and Snakemake) and everything is indexed by the ISO 3166-2 Alpha-3 codes. For instance, [https://github.com/covid19-data/covid19-data/blob/master/output/cases/cases\_WHO\_WP.csv](https://github.com/covid19-data/covid19-data/blob/master/output/cases/cases_WHO_WP.csv) is the cleaned country-level case data indexed by 3 letter codes. I feel like so much effort is currently being wasted at [https://github.com/CSSEGISandData/COVID-19/pulls?q=is%3Aopen+is%3Apr](https://github.com/CSSEGISandData/COVID-19/pulls?q=is%3Aopen+is%3Apr) because they are just ignored. Hope to redirect some of these efforts to build a nice open data pipeline! Thanks!",not_spam "Hi everyone! currently working on a grad project, however my school does not have access to statista account for students. Hence, i need help to download the statistics from [statista.com](https://statista.com/) in both PDF & XLS format and send me through email: [peterjordanlee@gmail.com](mailto:peterjordanlee@gmail.com) I need statistics of SINGAPORE usage across different social media platform and application like facebook, instagram, whatsapp, line, twitter and many others. Do anyone know where i can get them, extract the statistic data from? Theres are the statistics i need from statista.com: [https://www.statista.com/statistics/490492/number-of-singapore-facebook-users/](https://www.statista.com/statistics/490492/number-of-singapore-facebook-users/) [https://www.statista.com/statistics/490600/twitter-users-singapore/](https://www.statista.com/statistics/490600/twitter-users-singapore/) [https://www.statista.com/statistics/952815/instagram-users-singapore-age-gender/](https://www.statista.com/statistics/952815/instagram-users-singapore-age-gender/)",not_spam "I need this dataset for training a SVM model. It would be nice if the comment are about gaming but it isn't necessary. ",not_spam "I need a dataset with 5000 rows of data (3000 should also suffice). The trick is to have a predictor variable which is categorical, preferably with two states, three is also fine. I tried going to kaggle and the like, but i just couldn't find anything satisfying above criteria. I am usually good at finding stuff but I have failed. If you have any personal favorite data site, please let me know. Love, Me",not_spam "First, I would like to extend a very heartfelt thank you to /u/PineappleFund for their generous contribution to Pushshift.io. Their contribution has enabled us to increase our services to the academic community and has cemented the long-term viability of the project. **Let's talk about Project Discovery!** With that said, I want to talk about a new project that will help take research to the next level and to get the community's opinions, suggestions and support for this new project. While the contribution made by Pineapple was extremely generous, in order to turn this project into a reality, we will need a bit more resources to see it through. **What is this all about?** A lot of academic institutions and data scientists use my monthly Reddit dumps to do amazing research. If you [check out Google Scholar](https://scholar.google.com/scholar?hl=en&as_sdt=0%2C21&q=Pushshift.io&btnG=), you will see that two dozen papers have been published using this valuable data source. There have been some interesting research on the data using machine learning. Unfortunately, the data size is huge and not everyone can afford the resources needed to do amazing research on this data. This is something I'd like to change with your help. The new project is tentatively called **Project Discovery** and it involves bringing together the best data scientists, data visualization experts and machine learning / NLP researchers on Reddit and within the academic community at large. My goal is to create a time-share server that allows many researchers and data scientists to analyze massive amounts of data using huge computer resources. The amount of funding needed to see this through will be in the range of $30-$40 thousand dollars, but Pineapplefund's contribution is enough to get the framework together and create an expandable server that can grow over time. As many of you know, Nvidia recently released their [Titan V](https://www.nvidia.com/en-us/titan/titan-v/) GPU with Tensorflow processors. This card is capable of up to 110 teraflops of processing power. I want to include this in Project Discovery so that experts in machine learning can use this power to help analyze big data. I am putting together an extremely powerful development server that will be shared with researchers. It will include the entire Reddit data corpus and also constantly update with new Reddit data from my ingest. **The end goal specs for this server include:** - [Dual Epyc CPU Motherboard](https://www.supermicro.com/Aplus/motherboard/EPYC7000/H11DSU-iN.cfm) that supports two AMD Epyc CPU's. - (2) [AMD EPYC 7601](http://www.amd.com/en/products/cpu/amd-epyc-7601) with 32 cores (64 Threads total). This would give a total of 128 threads for the system - Samsung Memory (32 or 64GB ECC DIMMS). It would be awesome to go with the 64GB DIMMS to support a total system memory of 2TB but my goal is to get at least a minimum of 1TB of memory which we can do with 32GB x 32 memory slots. - 6 TB of NVMe storage utilizing [Samsung's 2TB NVMe drives](https://www.amazon.com/Samsung-960-PRO-Internal-MZ-V6P2T0BW/dp/B01LY3Y9PH) - 12 TB of SSD storage utilizing 3 of [Samsung's 4TB SSD](https://www.amazon.com/Samsung-2-5-Inch-Internal-MZ-75E4T0B-AM/dp/B01G844OOO) drives. - 48 TB of [Platter storage](https://www.amazon.com/Seagate-BarraCuda-3-5-Inch-Internal-ST12000DM0007/dp/B075XNL17G) for backup purposes. - (1) Nvidia Titan V GPU for tensorflow / machine learning projects. I want to get feedback from the community for all of this. Especially the OS that will be used for the main server. I will have (2) smaller development servers with ~ 128 GB of memory to test code before running the code on the larger server. Each of the smaller development servers will have the complete Reddit corpus as well. **Operating System and Sysadmin support needed** The OS I am leaning towards is Ubuntu 16.04 LTS (at least until Ubuntu 18.04 LTS becomes available). All of the servers will have a 300Mbps fiber connection to the internet. I will also need assistance from sysadmins with experience setting up multi-user environments and to make sure that we have proper security in place for Project Discovery. As this project progresses into 2018, I will have a sign-up form for academic students and researchers so that they can get set up with an account and get access to all the various servers. We will have to come up with a plan for time-share when using the Titan V (once we are able to get that). I may do a kickstarter (a 50K kickstarter would be enough to see this come alive in 2018) to get the rest of the needed funding. I will work with some of the other /r/datasets mods who have experience with machine learning and figure out the needed funds to make this amazing project come to life. Memory costs will be around $10k for 32 of the 32GB DIMMs. The two Epyc server CPU's will be ~ $10k for both of them. The storage aspects will be around $5-$10k total. And the Titan V card is around $3k. It will probably be beneficial to reach out to AMD to see if they would like to contribute to this project (along with Nvidia and Samsung). The server can also be scaled up (use one CPU to begin and then scale up to 2). If this can happen, it would be a huge huge huge benefit to the academic community at large. I know a lot of extremely smart data scientists who could do amazing things with these resources, so I will do my best to make this a reality for 2018. Again, if you have any thoughts or ideas, please let me know! **Pre-installed Software** I know that software developers and researchers have different preferences on what type of database systems they would like to use. To that end, I would like to support as many open-source products as possible so that everyone has the tools they need for their project. Here is a short list of open-source products that will be available: - PostgreSQL - MySQL / MariaDB - MongoDB - CouchDB - Hadoop - Apache Derby - Redis - Elasticsearch (6.x) - Apache Lucene - Python3 with R, Numpy, etc. If you need a module, we'll install it. - Python 2 - Perl - Node.js - Java Here is a recap of the end goal for the system: Attribute|Value --:|:-- Min System Memory|1,024 GB # of Physical Cores|64 # of Threads|128 Peak CPU Performance|2,480 GigaFLOPS NVMe Storage|6 TB SSD Storage|12 TB Platter Backup Storage|48 TB GPU Tensor Cores|640 GPU CUDA Cores|5120 GPU Clock|1455Mhz GPU Frame Buffer| 12 GB HBM2 GPU Performance|110 TeraFLOPS _________________________ **Auxiliary Development Servers** (2) Attribute|Value --:|:-- CPU Type|Xeon D-1528 CPU Cores|6 CPU Threads|12 System Memory|128 GB NVMe Storage|1 TB Happy Holidays!",not_spam "Hi, Has anyone a clue where I could get data about world energy consumption since the 1800s? I'd like to see how energy needs have exploded since the exploration of fossil fuels and (preferably) how the energy mix changed. Wikipedia gives a nice chart (first figure), but it doesnt go further back than 1965: https://en.wikipedia.org/wiki/World_energy_consumption Thanks",not_spam "We recently set-out to build a massive list of AI companies from around the world. This was a dataset that included companies with just seed funding all the way to the likes of Amazon and Google. The information we put together included: Company Information: address & phone number Products/Services offered: description of each product or service Pricing: pricing information of the products or services Classification: IOT, PaaS, Saas, etc Customer List: Any customers listed on their site Social media links: LinkedIn, Twitter, Facebook After we finished pulling this information we started slicing and dicing these companies and here are some fun facts: Our list was composed of 9983 companies in total. Social Media Presence: Count Facebook link 6213 Twitter handle 7212 LinkedIn link 8010 Instagram link 1299 Google+ link 2921 We expected LinkedIn to be the highest but what was surprising is the low presence on Google+. Customer names: If you ignore a few large companies like Amazon and Google most companies did not list any customer names publicly. This was either because they did not have customers yet or did not want to disclose them. In total we found 12,477 customers listed or only 1.25 listed per company. Phone Numbers: Only 6211 phone numbers publicly listed on the website. This was expected and mostly only b2b companies list their phone number publicly. An AI for everything: Itโ€™s a competitive market! For literally any AI you can think of there is a company out there. Thereโ€™s an AI that helps you find your next trip, one that helps you find a book (they claim better than Amazon does) and even one that claims to teach you math better than a tutor. Still, the most popular of all are personal assistants. If you are thinking of doing something in the AI world make sure to research in depth to understand your competition. So many PaaS: Of the companies we reviewed almost 50+% were classified as Product As A Service. The big players: Companies such as Amazon, Google, IBM, Microsoft are all focusing on making it easier to get an AI up fast. Their goal is to give you a plug and play style system..i.e servers you can spin up, image recognition and NLP apis you can hit. The future here will be very similar to the world of cloud services - a few big players with slightly differentiated offerings Most AIโ€™s are still not that accurate: Now the coolest part of our job was actually testing many of these so called AIโ€™s. We say โ€œso calledโ€ because we quickly realized that the AI was terrible. Either the algorithm was totally off or their training dataset was not accurate enough...either way...most AIโ€™s are still needed a lot of work. Last question...why did we do this? We wanted to build deep expertise on the AI market + we wanted to understand which companies most needed our help. After seeing so many bad AIโ€™s we now have a list of companies to contact. Many of these companies have Data Scientists that can improve their algorithms, however, a crucial piece still missing is a super accurate dataset. The first customer we picked up via this strategy we helped them create an emotion recognition AI that is 84%+ accurate.",not_spam "I want to do some NLP on these earnings calls, but the only compiled source I could find on these was on Seeking Alpha. Does anyone know of a publicly downloadable set of transcripts of the earnings calls of publicly traded companies?",not_spam "Hi! First time posting in this sub. I've got some trouble trying to find a dataset with VG sales for 2019-2020 for PC, the idea behind it is to analyze its YoY Growth and some other stuff. I tried google and kaggle but found nothing at all related to sales, if someon can direction me where to look at (even if it's via API, tried with steam but it's not well documented or at least i didn't find how to get sales count data) i'd be really grateful &#x200B; Thanks!",not_spam "\[self-promotion\] The first thing we need for a web scraping *machine learning project* is data. I've created a chrome extension that helps to create the train set faster, quicker with a very high rate of tagging accuracy. The development time of the model is reduced and more testing in the real world can be done to further evaluate the machine learning model https://github.com/SachinKalsi/html_tag_annotator",not_spam "Looking for a simple but not small dataset that I can use in Rapid miner for a school project, I cant simple find one dataset good enough :(",not_spam "Hey guys, I am a real noob here and have never done a collection of data. I do love data though and would like to start collecting some of the info from my daily life. The first thing would be getting travel times from home to work and vice versa. Essentially I would like to log data about travel time and possibly congestion. Say for every minute or 5 minute period for a few hours in the morning and afternoon. I really have no idea where to start and would appreciate a hand in pointing me in the right direction. edit: I was hoping to graph the ETA to and from work, then overlay the time I took and at what time periods I would leave. This would involve downloading some of Google's ETAs for my route if possible?",not_spam "I don't really care the test, I just want to find one that is the same for all ages, has a decent sample size. If you can't find the raw data, the ages broken down by quartiles, deciles, or percentiles would also be fine. Thanks!",not_spam "I have some Olympic data already, which is helpful, but it would be ideal to have, say, all participants and their results for a given event, rather than just the medalists.",not_spam "Hello, I want to classify fake news articles. I need some dataset to train my model. Before, I am really sorry if I post in wrong subreddit or violate some rules, which mods can remove my post for that. The questions is, 1. How, where and what is the best way to get/crawl some fake news article. On the other side, real news is relatively easier to find which I can find in some portals (e.g. BBC news, or something legit) 2. How many article is considered to be good amount to train a great model? I am using TF-IDF to process words. Thank you very much :)",not_spam "I am trying to find a data set that has the number of primarily Spanish speaking households that are within various income ranges. For example, I would like to be able to understand something like ""5M households speak Spanish at home and make more than $50,000 a year"". I'd greatly appreciate your help - I am new to doing this kind of stuff!",not_spam "Does anyone have a lead on perception, fear, and AI?",not_spam "Looking for any sort of data relating to cloud cover, preferably for the UK. Has anyone come across something in this area?",not_spam "I am not sure if this data exists but I am looking for teams down in the last minute that foul, how far they are down, and then the outcome of the game. ",not_spam First thought was to use birth records + 16 years. Any other data sets I should be considering?,not_spam "Something with title, artist, genre, year, track length, etc Thanks in advance!",not_spam "Looking to do a course project on survival analysis in R, preferably something health related such as from a clinical trial. Have tried navigating websites and papers but they are cumbersome or are not the data Iโ€™m looking for. Have also considered datasets from packages such as KMSurv but I donโ€™t want to do work that hundreds have already done. Any suggestions on where to find?",not_spam "So as part of a dataviz class we're supposed to do a biweekly data visualization and the theme of this week is ""Encounters/Meetings"". I'm trying to find a good dataset so I can do some dataviz on it. Any tips on a good dataset for this theme? Thanks",not_spam "I have found this site, which will be a great help, but some higher quality data or data covering other themes would be of great help! http://www.wri.org/publication/content/9291 Thanks!",not_spam "Hey guys! I'm doing a linguistics research project on violent language change over time in sports commentary and I'm wondering if there any sports corpora out there you might suggest. Specifically, I'm looking for NFL, MLB, and NBA. But if you have any others from say boxing, UFC, or whatever else that would be helpful too. Any help would be great, thanks guys!",not_spam "Does anyone know of a quality database of states/cities/zipcodes in the United States? Bonus points for something that includes lat/lon coords :) Thanks!",not_spam "I am currently unable to create a spotify account so no api access apparently. However, I want song data (beats per minute, loudness, speechiness etc) for a data story on Nigerian songs. If you can link me to a dataset or advice on how to get it without a spotify account. Thank you! *'Nigerian songs'* can mean songs made by Nigerians or songs streamed in the region at this point.",not_spam "Hi everyone, I am new to machine learning and I'm looking for a dataset that will allow me to predict the human core body temperature (preferably from the skin temperature) but I can't find any related dataset. Could anyone please link me to a dataset or suggest me an alternative method to solve this problem? Any help is appreciated, Thank you. &#x200B; P.S: I already tried searching on Kaggle and Google dataset but I had no luck.",not_spam "However, we are having a hard time finding data on rates of violent crime by country. Also, general trends in terms of whether crime in those nations has risen, or lowered over the past forty years in the countries in which gaming is the most prevalent. Any leads would be greatly appreciated. Thanks",not_spam "I'm having a difficult time finding raw datasets on sexual assault... mostly finding pdfs of conclusive reports. I know the material is sensitive, but any idea where to find some datasets? My hopes are to apply statistics to profiles for either victims or perpetrators, data science style study. Thanks for any thoughts...",not_spam "Hello all, I'm working on creating distributed computing materials for highschool level students which can be done on raspis. I'm looking for datasets thats are 100GB + in size, probably no bigger than 2TB. Also examples of analysis which could be done on them which would be interesting and understandable to those students. My first effort is import the rapid7 sonar datasets of DNS queries (\~Billion row database).",not_spam "Hi everyone, I am looking for a dataset of fictional characters and their descriptions, mostly physical characteristics. Something like this: [https://thejohnfox.com/2016/06/character-description/](https://thejohnfox.com/2016/06/character-description/) Please share any leads or suggestions that you may have. Thanks!",not_spam "Hi all, I am supervising a student project in financial data science. The student needs intraday stock price data for Google ('GOOG' on the NASDAQ), either minute or hourly. Does anyone know if it is possible to obtain this? I have looked everywhere and only found expensive services such as Quandl ($800 a year subscription...). Thanks.",not_spam "Ideally, I'm looking for: * Total number of travel agents employed, going back through the mid-1990s * Average (or median, or both) wage data for travel agents over the same time period I can find current and projected information for travel agents, but I can't seem to find historical data. Any suggestions?",not_spam "Hey guys I was wondering if you could help me out. I have to do a data mining project for college (should have at least 5 variables and 50 rows). My team and I are really interested in sport, would anyone have any data related to sport that matches the criteria? Thanks",not_spam "I'm just starting out with working with datasets and could use a little guidance setting this one up. I'm trying to download this dataset here so I can do some basic analysis practice using python on it: https://gisdata-njdep.opendata.arcgis.com/datasets/njdep::ambient-metals-of-new-jersey/explore?location=40.253850%2C-74.705250%2C8.13&showTable=true But when I go to the download table and choose CSV, the subsequent excel file has the column headers for the various metals are the attribute labels I see in the metadata and not the attribute definition. For example instead of ""Chromium Dissolved as Cr (ยตg/L)"", it says P01030. I'm assuming this has something to do with the ยต character when downloading the CSV, but I'm not sure the best way around it. I figure CSV isn't the best type of file for this type of mapping data, but I'm not sure the best way to go from here. I can't downloaded it from arcGIS website either without an account which I'd rather not pay for. Is there a way to format it after you have downloaded it to reassign the attribute definitions? Or is that kind of lost in the download? Is the fastest way to just manually type them in? Thanks for the help",not_spam "As part of my Master's thesis, I was to work on a few novel research topics. The core idea behind it was to train modified sparse versions of RNN, LSTM, and GRU for sequence learning purposes. While doing the research, I found out that [the paper that introduced LSTM](https://dl.acm.org/doi/10.1162/neco.1997.9.8.1735) worked on Reber Grammar Sequences, and realized this would be a good dataset to work with. However, I could not find a dataset of Reber sequences, and therefore, I went on to create one for my thesis. I successfully defended my Master's thesis with very good grades, and therefore, now I am free to make this dataset public. I have uploaded the dataset on Kaggle at: [https://www.kaggle.com/harshildarji/reber](https://www.kaggle.com/harshildarji/reber) Its corresponding visualizations are at: [https://www.kaggle.com/harshildarji/about-reber](https://www.kaggle.com/harshildarji/about-reber)",not_spam "I ran a script to collect all tweets using the hashtag #Chelsea for a 72 hour period from Sat - Mon. There are 297,765 tweets (42,002 are flagged as non-retweet). I haven't really looked at the data yet, but was curious to see how news evolved on Twitter during a live situation. There is some soccer stuff mixed in there as they share the same tag. But I've uploaded the data as a JSON file, MongoDB backup, and BigQuery link. The MongoDB has a few extra fields not part of the dump. [https://github.com/jbencina/chelsea_twitter_dump](https://github.com/jbencina/chelsea_twitter_dump)",not_spam "Hi I am trying an open-ended computer vision problem. Some of the ideas over the top of my head are to detect thermal maps on real-time videos, ensure social distancing and proper mask-wearing, early detection through x-rays, a better estimation of incidence number by exacting the amount infected etc. Hence, I am looking for computer vision datasets that would help me solve these problems. Any help or leads would be highly appreciated. Thank you",not_spam "Hey, I am searching for a CNC milling machine dataset for a project ""tool wear rate prediction using deep learning"" at university. Can someone please suggest me any source to such datasets? P.S.: The datasets for CNC milling machine on Kaggle are not relevant to my project, please don't suggest me that dataset. Thanks, jW",not_spam "I have some toy examples that usually come with literature on basic neural networks, but would like something a wee bit more complex than a logical AND gate (the most popular example). I considered creating an artificial dataset, but read those are only good for reproducing results, and validating multiple implementations of the same algorithm, etc., but shouldn't be used for actual prediction. Where can a get a complex, real dataset that is linearly separable?",not_spam "I'm looking for data on global auto sales since 1970. Looking for manufacturer, region, model, and if available production specs. Does anyone have something like this or know where I can find it without a paid subscription? Thanks!",not_spam "I'm Looking for a dataset containing just memes and box coordinates for the texts in the memes. Do let me know if you have leads!",not_spam Does anyone have a dataset about the variations of blood pressure while surgery is going on?,not_spam "I was looking up various smartphone sales data and found statistica to be a great source. I tried to register for free, but they want a ""business"" email address. Is there an alternative, or has anyone found a work around for them?",not_spam how can i obtain a training data set for yelp reviews,not_spam Has anyone found/used something like this? Like a whole dataset of Nvidia GPUs with their specs or with Inter processors for example.,not_spam "I developed a SPARQL query to extract biographical data from Wikidata (sister project of Wikipedia). The mini-biography includes name, date of birth, country, sex, and ethnicity. The Wikidata query service times out after 60 seconds, which allows only a few ten thousand people, so then I developed a Python script to iterate through all the people. This requires >100,000 iterations and many days of processing. To save you the time and effort, I made it available as a single CSV file you can just download right now. Here is the [(compressed) CSV file](https://sourceforge.net/projects/entity-metadata/files/wikidata/person/) and the [Python script](https://github.com/az0/entity-metadata/). If you know a more efficient way, let me know! :) Pull requests welcome.",not_spam "Hey I'm looking for anti-mask sentiments in USA data for a personal project. A few news outlets ( [https://www.usatoday.com/story/news/nation/2020/07/15/arizona-most-resistant-wearing-covid-19-face-masks-study-finds/5442738002/](https://www.usatoday.com/story/news/nation/2020/07/15/arizona-most-resistant-wearing-covid-19-face-masks-study-finds/5442738002/) ) posted articles on such data citing survivalathome.com but there is no information as such on the website. Does anyone know where I can find such a dataset? Thank you",not_spam "Hi, I am looking for a dataset that can be used in a research project that is related to the field of software testing. If testing is so specif, then any field in the software engineering could be useful as well. &#x200B; Thanks",not_spam Anybody know good FREE sites to obtain regional data for eastern africa?,not_spam "Hello, this is my first post here. I need a dataset for my project. &#x200B; I'm looking for the trend in sales of Coca-Cola in the UK over the last 6 years. &#x200B; It can either be their Coca-cola original taste drink, or a cumulative value consisting of all their drinks \\ It has to be in the UK as I am looking at a specific policy.",not_spam "Show off, complain, and generally have a chat here. Discuss whatever you've been playing with lately(datasets, visualisations, mining projects etc). Also feel free to share/ask for tips suggestions and in general talk about services/tools/sites you find interesting. P.S: Suggestions for this subreddit are always welcome. ",not_spam I am working on RNN and LSTM models for long term forecasting and I am looking forward some datasets. Can you mention some some useful time series datasets ? may be interesting datasets ?,not_spam Does anyone know if there is a dataset on the financials of all the listings in the Shenzhen stock exchange?,not_spam Looking for websites or sources where i could get election and political data of European and Asian countries around the world,not_spam I'm looking for an easy .csv dataset that I can use in my R assignment.,not_spam "So i have some longitude and latitude location data. I need the know what census tract these data points fall under by looking at the longitude and latitude coord. So i used [this census bureau api](https://geocoding.geo.census.gov/geocoder/geographies/coordinates?x=-73.77855&y=41.13997&benchmark=9&vintage=910) to do just that. For this api i set the benchmarks to 2010. So now i have the what 2010 census tracks for each data point &#x200B; Now the problem: I used some NYC census track shapefiles and im always missing a few tracts. For example, i would have a tract called 44.02, but there would be no tract 44.02 in the shapfile. &#x200B; Where can i get the exact 2010 census tract shapfile that i have the data for?",not_spam " Hi community, I planned to build a machine learning models that can read text biographies and extract out certain attributes such as the degree and the industry a person is working in. This is for a postgrad thesis i am working on. I thought this linkedin dataset would be perfect to train such a model: [https://www.reddit.com/r/dataisbeautiful/comments/25qjpz/how\_many\_employees\_are\_moving\_between\_companies\_oc/](https://www.reddit.com/r/dataisbeautiful/comments/25qjpz/how_many_employees_are_moving_between_companies_oc/) Unfortunately, the link is down :( Would anyone have an archival copy of this dataset ? Happy to buy a beer for that kind soul",not_spam Where can I find a list of DUNS numbers for the Global 1000 companies?,not_spam "I'm looking for the best way to gather movie scripts to analyze them in R using text mining techniques. Since I am familiar with Tidyverse and related packages, I'm going to be using Tidytext. I am new to text mining and this is going to be kind of a challenge to even get the data in the right format and clean it before doing the analysis. Right now, I'm thinking of just copy and pasting from imsdb to a text format. The goal is to pull 4-5 scripts for two directors. Does anyone have an recommendations on pulling these scripts? I'm not sure if scraping would be more efficient.",not_spam I'm doing some statistical research on the technologies use in mobile development. Including game engines like Unity or platforms like Cordova/Phonegap. Any one know of where I can get anything like that?,not_spam "Hello Everyone, I want train a model to identify telecom equipment like Antenna, Switchs, Routers, cables ..etc. But i didn't find a dataset for that. If anyone know a dataset please leave the website in the comments. Thank you!",not_spam