Proxies for Alternative Data
Tags: database, datascience, webscraping, data
Published: 2022-12-19 09:36:00

<p class="c1"><span class="c6">To make smart financial moves, you need to draw insights from all sources available, including alternative data. While the web is full of valuable material, you need</span><span class="c0">&nbsp;to be careful with your data harvesting process, as websites can block your access when suspicions arise. Thus, solutions like proxies are prominent as they assure public data extraction at scale and without IP blocks or restrictions.</span></p><p class="c1"><span class="c12">Read this quick post to learn more about the </span><span class="c6">use of proxies to gather </span><span class="c12">alternative data in real-time</span><span class="c0">, access geo-restricted content, and perform web scraping on a large scale.</span></p><h2 class="c1 c3" id="h.mmg7u81uv21l"><span>A</span><span class="c4 c2">lternative data explained</span></h2><p class="c1"><span class="c0">Alternative data is fetched from non-traditional sources such as financial transactions, estate figures, geo-location data, rentals and leases, surveys, satellite data, and much more. Traditional data sources, like financial statements, sales figures, etc., are not always capable of providing an accurate and complete picture of the investing scene. This is the reason why many progressive companies turn to alternative data sources to complement their analysis and decision-making.</span></p><h3 class="c1 c3" id="h.pl8opnp70v4w"><span class="c10">How do you gather alternative data?</span></h3><p class="c1"><span class="c0">The best way to collect alternative data is by web scraping with the help of automated tools and proxy servers. Some other options are raw data acquisition and third-party licensing.</span></p><h3 class="c1 c3" id="h.6phy5p8xcdaz"><span class="c10">How is alternative data used?</span></h3><p class="c1"><span class="c12">Hedge fund managers and investors use alternative data to evaluate market tendencies and identify investment opportunities. Also, various businesses can use it to research consumer behavior, and governments may use it for policy making.</span></p><h2 class="c1" id="h.kvdpia2muotw"><span class="c4 c2">How alternative data is changing the financial market</span></h2><p class="c1"><span class="c0 c2">Gather undiscovered data assets and transform them into profit-generating business decisions by monitoring publicly available alternative data.</span></p><h3 class="c1 c3" id="h.isanazycohke"><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 93.50px; height: 93.50px;"><img alt="" src="images/image11.png" style="width: 93.50px; height: 93.50px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title=""></span></h3><h3 class="c1 c3" id="h.e0iygfgiwswp"><span>Real-estate market data</span></h3><p class="c1"><span class="c0 c2">Foresee market changes based on real-time data anywhere in the world. </span></p><ul class="c7 lst-kix_qgjr8rnxsguz-0 start"><li class="c1 c5 li-bullet-0"><span class="c0 c2">Real estate offerings</span></li><li class="c1 c5 li-bullet-0"><span class="c0 c2">Rental and home prices</span></li><li class="c1 c5 li-bullet-0"><span class="c0 c2">Reviews of local businesses</span></li><li class="c1 c5 li-bullet-0"><span class="c0 c2">Building permits</span></li><li class="c1 c5 li-bullet-0"><span class="c0 c2">Energy independence</span></li></ul><p class="c1"><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 89.45px; height: 89.45px;"><img alt="" src="images/image8.png" style="width: 89.45px; height: 89.45px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title=""></span></p><h3 class="c1 c3" id="h.t64faqjazuf5"><span class="c10">E-commerce data</span></h3><p class="c1"><span class="c0 c2">Monitor pricing trends, reviews, and changes of the most popular items.</span></p><ul class="c7 lst-kix_fm1js9tus3pn-0 start"><li class="c1 c5 li-bullet-0"><span class="c0 c2">Up-to-date product information</span></li><li class="c1 c5 li-bullet-0"><span class="c0 c2">Purchasing behavior data</span></li><li class="c1 c5 li-bullet-0"><span class="c0 c2">Search engine trends</span></li><li class="c1 c5 li-bullet-0"><span class="c0 c2">Customer reviews</span></li><li class="c1 c5 li-bullet-0"><span class="c0 c2">Social engagement</span><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 82.50px; height: 82.50px;"><img alt="" src="images/image4.png" style="width: 82.50px; height: 82.50px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title=""></span></li></ul><h3 class="c1 c3" id="h.uut7xmhaheh9"><span class="c10">Company data</span></h3><p class="c1"><span class="c0 c2">Get a better understanding of company strategy and organizational growth. </span></p><ul class="c7 lst-kix_21yc9ule5r43-0 start"><li class="c1 c5 li-bullet-0"><span class="c6 c2">Employee turnover data</span></li><li class="c1 c5 li-bullet-0"><span class="c0 c2">Job postings </span></li><li class="c1 c5 li-bullet-0"><span class="c0 c2">Information from company registers</span></li><li class="c1 c5 li-bullet-0"><span class="c0 c2">Employee satisfaction score</span></li><li class="c1 c5 li-bullet-0"><span class="c0 c2">Mergers and acquisitions rumors</span></li></ul><h2 class="c1 c3" id="h.4f31zjn9me4r"><span class="c4 c2">Web scraping solutions for alternative data</span></h2><p class="c1"><span class="c0">If scraping sessions feel more like torture to you, you&rsquo;re in the right place. With the help of our web scraping solutions, you will extract helpful business insight from any publicly available target anywhere in the world. Save your precious time and money while building strong authority in financial matters.</span></p><h2 class="c1 c3" id="h.img35yocopfg"><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 624.00px; height: 412.00px;"><img alt="" src="images/image14.png" style="width: 624.00px; height: 412.00px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title="">
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/2tyqpyk2de6lxybinknt.png)</span></h2><h2 class="c1 c3" id="h.uq4imzpyhoma"><span class="c4 c2">Real-time data gathering</span></h2><p class="c1"><span class="c6">If you want to unveil market trends as soon as they pop up, you should get only fresh data. Oxylabs AI-powered solutions are tailored to extract real-time public data in ready-to-use formats. With them, you don&rsquo;t need to waste time sorting through the collected data sets. Read more on the application of AI and ML in large-scale </span><span class="c12">data-gathering</span><span class="c6">&nbsp;operations </span><span class="c13 c14"><a class="c15" href="https://www.google.com/url?q=https://oxylabs.io/blog/pdf/2020/08/The-Application-of-AI-ML-in-Large-Scale-Data-Gathering-Operations.pdf&amp;sa=D&amp;source=editors&amp;ust=1671445585782714&amp;usg=AOvVaw075VpG1ssKn30h38hRhGpI">here</a></span><span class="c0">.</span></p><h3 class="c1 c3" id="h.q098t08ofmsm"><span class="c10">Possible risks</span></h3><p class="c1"><span class="c0">Whether your company collects publicly available data or provides in-depth financial analysis, you cannot risk basing insights on outdated or messy information. The entire economic well-being of a business may depend on the relevance and consistency of a data flow.</span></p><h3 class="c1 c3" id="h.l5dc4c4f81le"><span class="c10">How can we help?</span></h3><p class="c1"><span class="c6">Oxylabs solutions allow </span><span class="c12">the collection of </span><span class="c0">real-time information from complex targets. Our Next-Gen Residential Proxies include an ML-based Adaptive Parser that returns parsed information in JSON format and helps companies focus on analysis the very second the data is extracted.</span></p><h2 class="c1 c3" id="h.d1kgh33wfwy"><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 624.00px; height: 513.33px;"><img alt="" src="images/image1.png" style="width: 624.00px; height: 513.33px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title="">
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9nq37ckbm0wgc0c66nhu.png)</span></h2><h2 class="c1 c3" id="h.obpbryn54wvl"><span class="c2 c4">Gather data without any geo-restrictions</span></h2><p class="c1"><span class="c0">Alternative data sources are scattered all over the globe. To access them, you need to fight geo-restrictions. With our premium proxies, it should no longer be an issue. Get precise data on a city level, and rest assured you&rsquo;re not missing out on new financial opportunities.</span></p><h3 class="c1 c3" id="h.rm1jh2yn80e1"><span class="c10">Possible risks</span></h3><p class="c1"><span class="c0">You can extract information on retail trends, e-commerce intelligence, and real-estate market analysis from web data sets. As most websites provide data based on users&lsquo; IP addresses, acquiring such specialized information from a certain location might be challenging.</span></p><h3 class="c1 c3" id="h.r2xwppvhxvu8"><span class="c10">How can we help?</span></h3><p class="c1"><span class="c12">Oxylabs&#39;</span><span class="c0">&nbsp;global proxy network covers 195 locations worldwide and consists of 100M+ IPs. With our high-quality proxies, you can access and monitor public web data no matter your geo-location. From now on, no geo-blocks can come between you and the right financial decisions.</span></p><h2 class="c1 c3" id="h.bdpnvgpt4byi"><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 624.00px; height: 420.00px;"><img alt="" src="images/image9.png" style="width: 624.00px; height: 420.00px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title="">
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/5iubf9wacdh2klppg5a7.png)</span></h2><h2 class="c1 c3" id="h.nxcs46vxo6oi"><span class="c4 c2">Web scraping at scale</span></h2><p class="c1"><span class="c0">To provide the most accurate analysis, you need to access and gather enormous amounts of alternative market data. It can be possible only with the help of advanced tools in order to scrape hundreds of targets and boost your financial intelligence.</span></p><h3 class="c1 c3" id="h.4hc41pknb9wu"><span class="c10">Possible risks</span></h3><p class="c1"><span class="c0">You need to go through countless sources to collect tons of web data. Each of them has anti-scraping mechanisms in place, which complicates the process. If you want to always be on top of the market, you need to set up your data collection routine.</span></p><h3 class="c1 c3" id="h.qrmjws5pw6iu"><span class="c10">How can we help?</span></h3><p class="c1"><span class="c6">With our AI-based </span><span class="c14 c13"><a class="c15" href="https://www.google.com/url?q=https://oxylabs.io/proxies-for-enterprises&amp;sa=D&amp;source=editors&amp;ust=1671445585786398&amp;usg=AOvVaw25FWBI0NKEquwAwywSpUDA">enterprise-grade</a></span><span class="c0">&nbsp;solution, you can scrape publicly available data on a large scale. Our proxies ensure that you can easily reach multiple targets and maximize the potential of big data. No blocks, no CAPTCHAs - only loads of insightful information.</span></p><h2 class="c1 c3" id="h.fiovpo8r185e"><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 624.00px; height: 561.33px;"><img alt="" src="images/image2.png" style="width: 624.00px; height: 561.33px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title="">
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/mjtntmhp7o82y1npizjp.png)</span></h2><h2 class="c1 c3" id="h.l50dbec7b7t8"><span class="c4 c2">Next-Gen Residential Proxies for alternative data</span></h2><p class="c1"><span class="c9">Next-Gen Residential Proxies are an AI &amp; ML-powered enterprise-grade API solution that increases your success rates effortlessly regardless of the target&#39;s complexity.</span></p><ul class="c7 lst-kix_do6l19715z4a-0 start"><li class="c1 c5 li-bullet-0"><span class="c9">Gather accurate data with a high success rate</span></li><li class="c1 c5 li-bullet-0"><span class="c9">Shorten the path between data collection and analysis</span></li><li class="c1 c5 li-bullet-0"><span class="c9">Monitor information sources around the globe</span></li></ul><p class="c1"><span class="c13 c20">Find out more by clicking </span><span class="c11 c13"><a class="c15" href="https://www.google.com/url?q=https://oxylabs.io/products/next-gen-residential-proxies&amp;sa=D&amp;source=editors&amp;ust=1671445585788416&amp;usg=AOvVaw1dQI7NMUgF8Nqqe_qWWTUC">here</a></span><span class="c9">.</span></p><h2 class="c1 c3" id="h.pbynbso7cm01"><span class="c4 c2">Added benefits of Next-Gen Residential Proxies</span><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 59.50px; height: 59.50px;"><img alt="" src="images/image5.png" style="width: 59.50px; height: 59.50px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title=""></span></h2><ul class="c7 lst-kix_65xvoeyfyi6s-0 start"><li class="c8 c5 li-bullet-0"><span>ML-based Adaptive Parser</span></li></ul><p class="c1"><span class="c0">Get parsed alternative information from any complex public target.</span></p><p class="c1"><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 64.00px; height: 64.00px;"><img alt="" src="images/image6.png" style="width: 64.00px; height: 64.00px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title=""></span></p><ul class="c7 lst-kix_vspz5ma9xz1c-0 start"><li class="c8 c5 li-bullet-0"><span class="c9">AI-powered dynamic fingerprinting</span></li></ul><p class="c1"><span class="c0">With human-like browsing, forget about CAPTCHAs and IP bans.</span><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 60.00px; height: 60.00px;"><img alt="" src="images/image10.png" style="width: 60.00px; height: 60.00px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title=""></span></p><p class="c8 c17"><span class="c9"></span></p><ul class="c7 lst-kix_dtjcg74drw7i-0 start"><li class="c5 c8 li-bullet-0"><span class="c9">Auto-retry system</span></li></ul><p class="c1"><span class="c0">The smart system will push every request you make to its limits until successful.</span></p><p class="c1"><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 60.00px; height: 60.00px;"><img alt="" src="images/image12.png" style="width: 60.00px; height: 60.00px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title=""></span></p><ul class="c7 lst-kix_scl6m35sv5ky-0 start"><li class="c8 c5 li-bullet-0"><span class="c9">Global coverage</span></li></ul><p class="c1"><span class="c0">Access multiple geo-locations (100+ countries) with Oxylabs&rsquo; 100M+ IP proxy pool.</span></p><p class="c1"><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 60.00px; height: 60.00px;"><img alt="" src="images/image13.png" style="width: 60.00px; height: 60.00px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title=""></span></p><ul class="c7 lst-kix_pb6fkokpmtir-0 start"><li class="c8 c5 li-bullet-0"><span class="c9">JavaScript rendering</span></li></ul><p class="c1"><span class="c0">This AI-based solution will render JavaScript before passing the result back.</span></p><p class="c1"><span style="overflow: hidden; display: inline-block; margin: 0.00px 0.00px; border: 0.00px solid #000000; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px); width: 60.00px; height: 60.00px;"><img alt="" src="images/image7.png" style="width: 60.00px; height: 60.00px; margin-left: 0.00px; margin-top: 0.00px; transform: rotate(0.00rad) translateZ(0px); -webkit-transform: rotate(0.00rad) translateZ(0px);" title=""></span></p><ul class="c7 lst-kix_1545r4u6uim6-0 start"><li class="c8 c5 li-bullet-0"><span class="c9">Hassle-free integration</span></li></ul><p class="c1"><span class="c0">You can easily integrate these proxies and avoid unnecessary hassle.</span></p><h2 class="c1 c3" id="h.8rh982g7d6wy"><span>Summing up</span></h2><p class="c1"><span class="c12">While there are other solutions to streamline alternative data gathering, Next-Gen Residential Proxies do the job remarkably well. With the power of AI and ML, these proxies guarantee high success rates regardless of the target&rsquo;s co</span></p></body></html>