chawki17/my_sentiment_model
Text Classification
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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 6 new columns ({'Unnamed: 6', 'Unnamed: 4', 'Unnamed: 2', 'Unnamed: 5', 'Unnamed: 1', 'Unnamed: 3'}) and 7 missing columns ({'Source', 'Annotator_1 ', 'Annotator_2', 'Reviewer Name', 'ID', 'Date of Collection', 'Ground_Truth'}).
This happened while the csv dataset builder was generating data using
hf://datasets/chawki17/Electronic_Product_Reviews_data/test_data.csv (at revision 8ecbb0a9602ae34c442f4c3cf3f1006dbe583caf)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Review Text: string
Unnamed: 1: double
Unnamed: 2: double
Unnamed: 3: double
Unnamed: 4: double
Unnamed: 5: double
Unnamed: 6: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1108
to
{'ID': Value(dtype='float64', id=None), 'Reviewer Name': Value(dtype='string', id=None), 'Review Text': Value(dtype='string', id=None), 'Source': Value(dtype='string', id=None), 'Date of Collection': Value(dtype='string', id=None), 'Annotator_1 ': Value(dtype='string', id=None), 'Annotator_2': Value(dtype='string', id=None), 'Ground_Truth': Value(dtype='string', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1417, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1049, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 6 new columns ({'Unnamed: 6', 'Unnamed: 4', 'Unnamed: 2', 'Unnamed: 5', 'Unnamed: 1', 'Unnamed: 3'}) and 7 missing columns ({'Source', 'Annotator_1 ', 'Annotator_2', 'Reviewer Name', 'ID', 'Date of Collection', 'Ground_Truth'}).
This happened while the csv dataset builder was generating data using
hf://datasets/chawki17/Electronic_Product_Reviews_data/test_data.csv (at revision 8ecbb0a9602ae34c442f4c3cf3f1006dbe583caf)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
ID
float64 | Reviewer Name
string | Review Text
string | Source
string | Date of Collection
string | Annotator_1
string | Annotator_2
string | Ground_Truth
string |
|---|---|---|---|---|---|---|---|
1 | Sad_Cartographer779 | Exynos 2400 on S24 and S24+ are very good. Very much improved from Exynos 2200 on S22 series. | https://www.reddit.com/r/Smartphones/comments/1fpmbnx/comment/loz7b2h/ | 26/09/2024 | Neutral | Neutral | Neutral |
2 | sunnygoel007 | Never used Exynos..so don't know .but would like to use this mobile for at least 3-4 years. | https://www.reddit.com/r/Smartphones/comments/1fpmbnx/s24_in_65k/ | 26/09/2024 | Neutral | Neutral | Neutral |
3 | ConfidentAdvance46 | 60hz on the 16 plus would be a deal breaker for me | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Positive | Negative | Negative |
4 | igyatt-rizz | 15 pro because of the telephoto and 120 hz | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Positive | Positive | Positive |
5 | people_bastards | Iphone 15 pro, it has all the ai features coming up as for iphone 16 , in india iphone 15 pro is still quite expensive than iphone 16 base so I am unfortunately have to go with that one | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Negative | Neutral | Negative |
6 | notmathmeow | The AI features in 16 are not yet active am I right? So idk if 16 is the right choice 15 seems to have most of the things already plus lower price too | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Negative | Neutral | Negative |
7 | Mr-Escobar | Like what? | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Neutral | Positive | Neutral |
8 | sp_00n | Garmin and iPhone work bad together.. me and my wife we have same exact fenix, hers is smaller, and I have a flawless connection. She uses iphone 15 pro. My photos are way better. I own pixel but I will change to S24 Ultra to get even better photos. the good thing is that 15 pro is smaller and this is the best of its features. | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Negative | Positive | Negative |
9 | Important_Cat3274 | I am no expert but from what many others have previously posted on Reddit whenever this question is asked, is that social media apps are more optimized on the iPhone. But you also mentioned liking the customization of Android. You won't find much of that on the iPhone. You just have to choose whatever is more important to you. More optimized social media apps on iphone or customization on Android. | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Neutral | Neutral | Neutral |
10 | Spirited-Radio-1399 | My hubs has an iPhone & I have an Android, every time he has a problem with his phone, he hands it to me to fix. All I can say about it is, I hate iPhones. They're too hard to maneuver around if you are used to android. If you love your Android, then stick with Android. That's my opinion. | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Neutral | Negative | Negative |
11 | Vaaalvaaal | I was with Apple/iPhones for 10 years, my most recent being the iPhone 15 Pro, and it was such a nightmare after just 1 year I went back to Android. | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Negative | Negative | Negative |
12 | yorcharturoqro | Better get a flagship android | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Positive | Neutral | Neutral |
13 | UberBeatsThatAss | Down vote because no. | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Negative | Negative | Negative |
14 | Fresh-Ad3834 | There are some pros and cons. IMO, it is not worth paying more for less. | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Negative | Neutral | Neutral |
15 | 7srepinS | You can't upload photos in the background on iphone, so keep that in mind. They might have changed it, so just double check that. Otherwise iphones are a great choice. Just make sure you're not switching for the wrong reasons | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Neutral | Neutral | Neutral |
16 | d13m3 | Old android user, 10 years on android, switched to ios, 3 years on ios, recently bought s23 ultra as second phone, very like android nowadays, but you know when after few hours of usage android when I take my iphone I realize how polished apps on ios are, the same applications on ios look much more consistent and finished, more mature I would say, like you know when you buy original shoes in store after years of cheap Chinese replica. I will continue using android as second device, but main will be ios. | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Negative | Neutral | Neutral |
17 | 7srepinS | I personally haven't really found this to be true, but I also don't use my phone much in general so that might be it. | https://www.reddit.com/r/Smartphones/comments/1fo9bce/which_one_should_i_buy_iphone_15_pro_or_iphone_16/ | 9/26/2024 0:00 | Positive | Neutral | Neutral |
18 | Mik-e | I received the product a few days ago and have tried it out in the backyard. It was easy to setup and use (I had an earlier version of it). Picture quality was good. Sound worked well. Portable enough that I was able to take pack it up and move it. Recommend. | reddit | 9/26/2024 0:00 | Positive | Positive | Positive |
19 | @nick6979 | "Something about symmetrical bezels makes a phone look so much nicer." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
20 | @TheGroovyGuitarDude | "I heard 22 by Taylor in the beginning and was like… WATTT." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
21 | @SpaceGood. | "I'm not a Samsung guy, but the S22 design looks so clean and really nice this year. I prefer the S22 design over the S22 Ultra for once." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
22 | @bineshkapali | "2 years later. Now is the time to buy S22 for me because I cannot afford the latest flagship🤣🤣." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Neutral | Neutral | Neutral |
23 | @scttymn | "As someone who’s not in love with big phones, it’s so nice to see a quality 'compact' phone." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Neutral | Neutral |
24 | @applefans520 | "I'm surprised no one mentions that they used Taylor Swift's 22 as background music for a S22 review video." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
25 | @Sveinn1984 | "Samsung did exactly what I wanted them to do, short of giving it the same cameras as the ultra. I prefer small phones because of all the adventures I go on. Hides way in my pocket nicely and takes great pictures. I'm excited to get my S22. Coming from an S10." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
26 | @snivelyk | "I've had my S22 for a whole day before just now seeing your review, and couldn't agree more with what you had to say about it. Battery, very decent. Not amazing, but good. Camera, takes some great pictures. Better than my S10. UI, much more appealing than my S10. Device is sleek, comfortable, fast, reliable, and overall I'm pleased." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
27 | @dog8438 | "The S22+ might honestly be Samsung's best design phone ever. It's definitely one of my favorite phone designs that I've seen." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
28 | @ZeroRiskAppetite | "Thank you for reviewing the normal S22. It's like a breath of fresh air in a flood of S22 Ultra videos." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
29 | @HeatCheck | "Didn't think that this review will start with an NBA reference. Love the comparison tho :))." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
30 | @BertieW0oster | "I went from an S7 to this, huge upgrade! My S7 finally broke after 6 years. The S22 is roughly the same size as my S7, I don't want to go any bigger than this!" | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Negative | Positive | Negative |
31 | @James.576 | "The regular S22 with that small compact design and even minimal bezels all around, its the best looking design for sure, at least for me." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
32 | @DestinTeck | "I’m really a big fan of the design of the S22 opposed to the S22 Ultra because it’s sleek, clean, and all the matte color finishes look amazing!" | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
33 | @khaiphamba5991 | "I really love smartphones with small form factor, flat edge, and thin bezel. The S22 nails it perfectly." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
34 | @loulu2 | "Just wanted to thank you for providing the insight you provide. I was in the market for a new phone, and watching this review among 20 other reviews from other creators made me decide on the S22. Ordered it last night in green on Google Fi! You make incredibly compelling content and you've made me a lifelong viewer. Keep up the great work, man." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
35 | @BrainfooTV | "Always like the honest reviews on this channel. I'm going S22 for the more compact size and overall balance and quality. One thing I would like to see is some sort of rating for repairability. Screen and battery should replaceable to stop tech landfill where possible." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Neutral | Positive | Positive |
36 | @aliabdaal | "Background music was a masterpiece in this." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
37 | @ramseyhamade7161 | "Marques is, by far, the best tech reviewer out there. The vibration motor critique....10/10!" | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
38 | @yungsxma5578 | "I would 100% go for the S22+ for the satisfying symmetrical bezels and the flat display. It looks so goooooood 🤤." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
39 | @iagolucas3484 | "I've never thought about the direction of the vibration motor inside phones until I watched this review. Thanks for unlocking that in my brain, Marques 😊." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
40 | @Achillias | "The symmetrical bezels are so nice. It makes the phone 10 times better looking." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
41 | @jbsleepy1098 | "Saw this in store today, it's way smaller than you think, and I absolutely love the flatter designs." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
42 | @Joaodjtr | "That's why I prefer watching this channel's reviews over other channels. I appreciate how Marques can articulate and bring such an interesting discussion about tech over boring, but really good phones." | https://www.youtube.com/watch?v=qWIkBMNKj1s | 9/26/2024 0:00 | Positive | Positive | Positive |
43 | Dr Julian | It is ok for the price...but occasionally it has to be removed and reinserted or the device reports no card installed I think the contacts on these are a little flaky. | Kaggle | 9/26/2024 0:00 | Negative | Negative | Negative |
44 | Dr. M. A. Dixon "hyper-observant" | I just popped this in mySamsung Galaxy S III/S3 GT-I9300 Factory Unlocked Phone - International Version (Pebble Blue)and it works great! I did not have to format or it or anything. | Kaggle | 9/26/2024 0:00 | Neutral | Positive | Positive |
45 | D. R. Norris "Cowgirl n Indian" | why worry about the packaging. THis was the best I could find at the time for a name brand class 10 micro sdhc card. Came with basic packaging and a full SD card to adapt, which is what I needed.Works great, speed tests show excellent speed for video recording. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
46 | D. Roberts "anoldhippy" | I have a lot of memory cards for a variety of digiral devices. This is the smallest memory device I have ever owned and 32 GB of storage, that's outrageous... | Kaggle | 9/26/2024 0:00 | Positive | Neutral | Positive |
47 | droid owner | They wanted $99 for a 64GB micro SD at best buy. I've put movies, music, SQL Server databases, and files on this card and everything is working great! | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
48 | Dromedary | I bought three of these for my android phones,Mortorola Admiral and LG Optimus Elite. Easy installation and works as described. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
49 | D. Ron | it's 128gb, what more needs to be said? I stuck it in my Surface Pro as additional storage space and it does just that, no problems. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
50 | Dr. Pep | With a USB 3.0 card reader, CrystalDiskMark shows blazing fast 47MB/s read but disappointingly slow 13MB/s write speed. So you can pretty much forget about reliable 1080P video recording.Update: It is correct that write speed great than 10MB/s is enough for 1080P recording. I need to clarify that the card is very slow when UHS-1 is not enabled. The read/write speeds drop to 13.3/7.9 MB/s. For devices that are a few years old such as Canon T2i which does not support UHS, 1080P recording may not be reliable. This card is classified as "class 10," it should support sustained write speed of at least 10MB/s without UHS. It fails my test, as observed by other reviewers as well. | Kaggle | 9/26/2024 0:00 | Positive | Negative | Positive |
51 | Dr.Poonchai Chitanuntavitaya | I have rip music from SACD and DSD to put on this microSD and it can playback smoothly on FiioX3 Digital Audio player, no matter how big the file is. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
52 | DrRadar | I bought these for my kids tablets and for their action cameras. They work in those 2 devices. Some other devices seem to like the slower cards. | Kaggle | 9/26/2024 0:00 | Positive | Neutral | Neutral |
53 | Dr. R. W. Kwesi Davis | very nice | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
54 | drunaus1 | A must for any device when u need extra space, adapter allows easy transfer of info such as pictures, music or documents | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
55 | D. R. Ward | Bought for android tablet. The best part of Android is adding these. Works great own 4 of these! | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
56 | DrXtian | Well since 16 GB is not enought for me I purchased this one specifically for my Samsung Galaxy Note 2 (Which by the way is far better than the iphone 5)... I have both so I can compare and I am not trolling... In any caseThe SanDisk 64gb works perfectly with the Note 2. I transferred the original info from my previous 16 gb sdcard to this in a heart beat. Now I have movies, music everything. Works Great.Dont understand how people can rate it with a 1... Product works as described 5/5 | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
57 | Dr. XYZ | Works great in my modern phone and tablet. However I was unable to use it on my PC's SD card reader. It appears the older card readers are not compatible with Class 10 as both my new cards could not be written to without the operating system (Win7) reporting write errors.I probably should blame the card reader, but it never failed me until trying to write to this card. | Kaggle | 9/26/2024 0:00 | Negative | Neutral | Neutral |
58 | D. Schmidek "psifry" | Card runs great in my Note 2. Not sure how it compares to other ones in benchmark tests now, but there weren't that many options available to me at the time I bought it.Love having 64 Gig's of storage on my phone. | Kaggle | 9/26/2024 0:00 | Neutral | Positive | Positive |
59 | D. Schultz "magic motorsports" | I purchased this item to expand my Samsung Galaxy tab3 7.0 memory and it fit well and is what I wanted, I would recommend this item. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
60 | DS "DS" | I bought this product in order to use with my Dell Venue 8 Pro tablet. It works as advertised and allows files to be stored on this memory instead of tablets memory. I re-formatted it to use NTFS mode and have not noticed any problems.DS | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
61 | D. Sherlock | With the onboard memory, plus this expansion card, my android tablet has more memory than my iPad. Can I tell if the fast memory is really fast? No, not really. It seems to be compatible with my Samsung Galaxy Note 10.1, no error messages, so I guess life is good. | Kaggle | 9/26/2024 0:00 | Positive | Neutral | Neutral |
62 | DSh | By default it's formatted in exFAT, so don't expect your devices will recognize it if they don't support this system. The MS standard allows only 32 GB for FAT32. But who cares? :) There are free tools to format all 64 as FAT32. I personally used Linux and got it done in couple minutes. It was recognized by Samsung Tablet Note 10.1 right away. I will definitely buy one more for my other devices. One point to the people complaining about the speed. Both your device and adapter should support the speeds over 20 MB/S. If you try to use/test this card using USB2, then don't complain. :) You got what you wanted. | Kaggle | 9/26/2024 0:00 | Neutral | Positive | Positive |
63 | D. Silla | I bought this to create a bootable SD card so that my Nook HD+ could run pure Android instead of the native Nook OS. It works beautifully. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
64 | D. Smith "my 2 cents" | Very satisfying purchase.Needed to increase the storage capacity of my Core i5 Samsung Series 7 Slate PC which was EM equipped lwith a 128GB SSD. This 64GB memory card fit the bill perfectly. Did my research. Cconfirmed a Micro SDxc card and 64GB capacity can work in the memory card slot of my Windows 7 Pro slate device. Purchased the memory card at a very attractive price. ( Amazon was offering a daily deal at the same time period I needed the product) Memory card arrived without delay. Packaging was very siimple (worry free...for real). Plugged SD card in my slate. PC card slot. Formatted card to exFAT vs NTFS ( after more research ).and I was ready to go. Transferred my photos and music from SSD to the SD card. Freed up valuable SSD real estate for OS use and my Slate PC is again humming with lot more SSD space available. Plays back music, video & photo slideshows smoothly from the card. Delivers on function. Very satisfied with purchase ..and highly recommended 5 stars no hesitation !... | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
65 | D Stabler | A good size and good price for a small camera or phone that takes micro SD memory; this is fast but not hyped as AIIIIGH-SUPER-SPEEDY because it doesn't need to be; it's good for all the standard usages of your average consumer (photos, ringtones, games, lightweight video, etc). | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
66 | D. Stein | I for one have not bought into Google's, or anybody else's, idea that streaming everything is so great. With all the regressive data caps and sketchy throughput, I never want to rely on something being available to me online. Much better to have it local. And with this new card I can finally pack all of my music (~56GB), all of my photos, dozens of reference ebooks, and a few videos to boot and still I have around 9GB free as breathing room for my podcatcher. The only real bummer with this card is the speed. Just as I got acclimated to SanDisk's 64GB Extreme Plus level of speed, going back to ordinary class 10 speed that this card has is a little painful. Luckily playing music or even playing videos doesn't oversaturate the read performance. What WILL trip you up however is doing a straightforward copy or move operation while you're listening to something. This card does not seem to handle multiple simultaneous operations without something going awry. So long as you understand it's limitations and you can live with them, the enormous amount of storage you can pack into your phone or tablet is very welcome.So far I've used one of these in a Samsung Galaxy Note 2 N7100, LG G Pad, and a Sony Xperia Z1 Compact - all with success. | Kaggle | 9/26/2024 0:00 | Positive | Neutral | Neutral |
67 | D. T. Harker "Dan" | Do you have different devices that require either regular or micro cards? Have you ever forgotten to bring one? No worries if you have an adapter like this. To get both the micro card and the adapter for one low price is fantastic. If you don't get one, you have no one to blame but yourself! | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
68 | D. Thomas | What more can be said? It's a great card with plenty of storage space to handle or expand your tablet, camera or video cameras needs. With the included SD card adapter, the micro card can be read in any SD card reader/writer. It is initially formatted in some format that my Windows 8 Pro MS Surface Pro could read or see. But from another laptop using the SD adapter I was able to reformat it and make it usable for the Surface Pro.Great card for a great price! | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
69 | dtsm | Perfect match for my OTG device and Moto G. Solid speed in transfer and play. Holds all my music and video, leaving storage for apps on my phone. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
70 | Duane G. Jacobs | Does the job. This item is available almost anywhere, but Amazon had it for the lowest price. My girlfriend needed an upgrade for her smartphone and this memory card works quite well. She has tested it by shooting some sample videos and they came out very clear. She said there is plenty of room for apps, games, photos, and of course, videos. I highly recommend this all who need it. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
71 | Duane L. | This card has plenty of space and is very fast. It comes with an adapter which turns it into a normal SD card, convenient for dropping into the computer to offload data. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
72 | Dustin Adams "Vacuum Artist" | I knew buying sandisk i would get a great sd card and its super fast. I really like it in my phone.If you need a micro sd card this one will perform great and not let you down. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
73 | Dustin D | I use this in my Samsung Galaxy SIII and it has been great. There have been a few instances when the card was not recognized, but simply rebooting the phone fixed the problem. I am unsure whether this is a Samsung issue (probably), or a SanDisk issue, but it has only happened 2 to 3 times over the course of a year and a half. Overall, the write speeds are fast enough that you can record 1080p video directly to the card, which is exactly what I wanted it for. It does come with a full-size SD card enclosure, allowing you to use this in devices that require that type of memory card. Recommended! | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
74 | Dustin | Always the worry that an SD card is a fake, even at retail stores. But no issues here and the price is great. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
75 | Dustin H | I've had the SD card for over 6 months, and use it in my Galaxy S4. It has never had any issues, it transfers data pretty quickly and 32GB is a good amount of space. Great price too! | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
76 | dustin owen | It's a memory card. It holds info. 62Gigs. Can't say more. Lower cost would be good, but it works just as it should. | Kaggle | 9/26/2024 0:00 | Positive | Neutral | Neutral |
77 | Dustin W. Scott | I have been using the same old 4gb card since I had a Motorola SLVR. I figured it was time to upgrade, I'm glad I did. The speed of the class 10 is a major difference in my smartphone. From taking pictures faster with less lag in between shots to shuffling through my music without a delay. Highly recommend to anyone looking to upgrade. With that being said, beware of fakes! I originally purchased one off of ebay, not paying attention to its location. It came shipped directly from china. It was DOA! Luckily I managed to get refunded through paypal. Didn't have that issue through Amazon though! | Kaggle | 9/26/2024 0:00 | Neutral | Positive | Positive |
78 | Dusty Pulver | Haven't used it yet. It's my first encounter with a Micro. Appears to be a quality product, though instructions for using the adapter would be welcomed. Good cost and fulfillment. Expecting it to function as advertised based on SanDisk's track record at our house. | Kaggle | 9/26/2024 0:00 | Positive | Neutral | Neutral |
79 | dvelosky | I bought this card as a music expansion for my Samsung S4 and it handles that task deftly. I don't know how it would work in an intense need of speed environment, but it's perfect for my purposes. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
80 | D. W. | If this was any more worthless, it would have a retched stench. This card has completely turned me away from ever trusting another SanDisk product again. I would only use this in the future to keep corrupt mis-information to frustrate anyone attempting to acquire any of my data.I have reformatted it 3-4 times IN FULL using various allocation sizes and operating systems. It only functions under Windows, it randomly works in my mobile devices. Now i'm left to decide if I want to bother researching this to better understand the problem in the future, or simply purchase another card from a more reliable manufacturer...... hello Kingston. | Kaggle | 9/26/2024 0:00 | Negative | Negative | Negative |
81 | Dwight T. Still | Works as expected. I suspect this is why so many people trust SanDisk. I hope they stick with maintaining the integrity their products have earned. I often pay a little more from SanDisk but I have never been disappointed with their products as I have others like ADATA. In fairness to ADATA, who failed to make good on any of the several defective products I purchased from them, I have never had to test SanDisk's warranty as I've never had a failure. Perhaps their product support is just as bad as ADATA's but I've never had the opportunity to test it! | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
82 | D. Williams | Solid performance and great transfer speeds - enough said. I strongly recommend this card just for being a class 10 and at a bargain price. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
83 | DWinston "DWinston33" | This is a great buy. High quality and tons of space for any meaty music collection or couple it with videos and pics aas well. Can store roughly 60 movies on this little microSD card. Tons of music. Highly recommend this. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
84 | D. Wong | I bought this SD card for use with my cell phone. It worked really well and as far as I could tell, transfers the data at a fast rate. No complaints. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
85 | D. Woods | This mem card is fast and does exactly what is supposed to do...save pictures quickly and have plenty of room for more. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
86 | Dzilizi | I bought this for my Samsung Note tablet 10/1 to store movies and books. I haven't watched a full movie on it, though I have watched a full TV show without issues. I don't really do anything else that needs speed, so I can't say how fast it is. | Kaggle | 9/26/2024 0:00 | Positive | Neutral | Positive |
87 | EAC | I bought this for my Samsung Note 3 so I could store my entire music library on my phone. All I had to do was pop the cover, and put it in the microSD slot, and it worked perfectly! My phone now has 96GB of storage. Take that iPhone! | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
88 | eagle | I've got a number of SanDisk brand products. None has ever failed me over the 10+ years I've used them. That's saying something these days in electronics.This card is performing well, and keeping up with the data storage devices I am using it for (one video recorder, one scanner). Somehow, I would expect nothing less, but then again it is good to know that quality is consistent. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
89 | E.Barroso | Works very well with my new Tab Pro 8.4. Have been able to download lots of content from YouTube to watch on long flights. Will use it on any device that takes sd cards. Very happy with it. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
90 | eblak3 | Besides blowing my mind that 32GB of data can fit on a chip this small (and also, magnets...how do they work??), there is nothing particularly special about this product. It works as intended, and it's cheap. SanDisk and Kingston are my go-to's for all things data-storage. | Kaggle | 9/26/2024 0:00 | Positive | Neutral | Neutral |
91 | ecc "book pirate" | It is exactly what it is advertised to be. Shipped fast, and I love the converter that comes with it so I can plug it into my computer. | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
92 | Eckzsell | I big problem I have been having lately is finding a trustworthy source for SD cards. They are manufactured in China and these rip off companies are selling fake cards at a competitive price, but don't be fooled. If the price seems unbelievable that is because you will end up with a card that is not only less capacity then you are paying for, but a lower class and sometimes a faulty card altogether.When it comes to storage, pay the extra cash to get something reliable. Like this SanDisk Ultra 64 GB SDXC Class 10 memory card. It is blazaing fast and works well in my HTC EVO LTE Android phone.Side note: This card brings my total phone storage capacity to 158 GB. That is 158 GB that I have full access to. 85 GB of which is synced to the cloud. | Kaggle | 9/26/2024 0:00 | Negative | Positive | Positive |
93 | EcologicoNYC | I bought this for my Galaxy S4 to expand the memory capacity a bit more. It works as it is intended to do, fast transfer rate, no problems so far. | Kaggle | 9/26/2024 0:00 | Positive | Neutral | Neutral |
94 | ECorganist | I got this to expand the memory storage in my Samsung Galaxy Note 10.1. The tablet and paperwork claim to support up to 32GB, but other reviews for these cards and the Note 10.1 said that a 64GB worked just fine. And work just fine it does.I store mostly music on here, as I've got over 22GB worth of music, which would have taken up most of the 32GB built in to the tablet. I also use my tablet for sheet music, so I needed to have the capability to have all that on there, too. So this was my best solution, and so far it's worked wonderfully.And, on top of that, it came with a MicroSD card to SD card adapter, making file transfers even easier. Overall, I would highly, highly recommend this product! | Kaggle | 9/26/2024 0:00 | Positive | Positive | Positive |
95 | Edd Anderson "ezduzed" | I have several devices that use micro cards, so I buy these in anticipation of needs in the future. So I am not going to test this to see if it works when I get this. Most items I buy at a good price. Now if I am loading up cameras and recording gear for a trip or maybe a day at Le Mans. I will check them before I travel, as I check batteries and spares and chargers.So far I have not had a problem with SanDisk, I am gearing up for a trip, my destination is a bit in question at this point. | Kaggle | 9/27/2024 0:00 | Positive | Neutral | Neutral |
96 | Rick W. | great little SD.... | reddit | 9/27/2024 0:00 | Positive | Positive | Positive |
97 | RideTheSpiralToTheEnd | Does it's job. Not much to say. It's SanDisk, so you know it's pretty much the standard for consumer-level flash-based data storage. | reddit | 9/27/2024 0:00 | Positive | Neutral | Neutral |
98 | rinconi | For the price it's a very good deal. I have lots of space and it works perfect in my cell phone. | reddit | 9/27/2024 0:00 | Positive | Positive | Positive |
99 | RingWorlder | I bought one for my daughter and one for my daughter-in-law: they inserted them into their phones and transferred their iTunes to their Galaxy S2 and S3 phones. | reddit | 9/27/2024 0:00 | Positive | Positive | Positive |
100 | R. J "dear_rupa" | use it with my GS4,,no data corrupt/loss issues encountered. Also being Class 10 it holds true to speed claims.would highly recommend. | reddit | 9/27/2024 0:00 | Positive | Positive | Positive |
End of preview.
Sentiment Analysis Dataset for Electronic Product Reviews
Dataset Overview
This dataset contains annotated reviews of Electronic Product Review . Each review includes metadata such as the reviewer's name, the text of the review, the source URL, and sentiment annotations from two annotators. The dataset is designed for training and evaluating sentiment analysis models, with a focus on multi-class sentiment classification (Positive, Neutral, Negative).
Dataset Features
- ID: Unique identifier for each review.
- Reviewer Name: The username of the reviewer
- Review Text: The content of the review.
- Source: URL of the Reddit comment or post where the review was collected.
- Date of Collection: The date when the review was collected.
- Annotator_1: Sentiment label assigned by the first annotator.
- Annotator_2: Sentiment label assigned by the second annotator.
- Ground_Truth: Final sentiment label based on the agreement between annotators.
Dataset Statistics
- Number of Reviews: 200
Dataset Creation
The dataset was curated by collecting user reviews from Reddit. Two annotators independently labeled each review for sentiment, and disagreements were resolved to create the ground truth labels. Below is the process:
- Data Collection: Reviews were extracted using Reddit's API.
- Annotation: Each review was labeled by two annotators as Positive, Neutral, or Negative.
- Ground Truth Generation: Final labels were determined based on annotator agreement
Usage
The dataset is split into two subsets:
- Train Set: Used for model training.
- Test Set: Used for evaluation and leaderboard scoring.
You can use this dataset for any research or application focusing on sentiment analysis. Ensure proper attribution if you publish results using this dataset.
Performance Benchmarks
This dataset was used in a Codalab competition to evaluate model performance. Below are the top 3 performers on the leaderboard:
| Rank | User | Entries | Date of Last Entry | Accuracy | F1-Score | Precision | Recall | Detailed Results |
|---|---|---|---|---|---|---|---|---|
| 1 | ayoubsa | 9 | 11/19/2024 | 0.8500 | 0.53 | 0.61 | 0.50 | View |
| 2 | rysmith | 1 | 11/22/2024 | 0.8500 | 0.53 | 0.61 | 0.50 | View |
| 3 | lochan9999 | 3 | 11/21/2024 | 0.8500 | 0.53 | 0.61 | 0.50 | View |
Baseline Performance
- Accuracy: 0.8500
- F1-Score: 0.53
- Precision: 0.61
- Recall: 0.50
The leaderboard metrics serve as a benchmark for evaluating new models trained on this dataset.
Licensing
This dataset is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Contact
For any questions or issues, please contact chawki@umich.edu.
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