{"id":9138,"date":"2021-01-08T12:21:44","date_gmt":"2021-01-08T06:51:44","guid":{"rendered":"https:\/\/proxiesforrent.com\/?p=9138"},"modified":"2021-05-04T14:22:40","modified_gmt":"2021-05-04T08:52:40","slug":"alternative-data-a-complete-guide-for-beginners-in-2021","status":"publish","type":"post","link":"https:\/\/proxiesforrent.com\/oldproxiwebsite\/blog\/proxy-server\/alternative-data-a-complete-guide-for-beginners-in-2021\/","title":{"rendered":"Alternative Data: A Complete Guide for Beginner\u2019s in 2021"},"content":{"rendered":"<p>[vc_row][vc_column][vc_column_text]<span style=\"color: #000000;\">Every business service revolves around this. Recording, processing, and then\u00a0<strong>analyzing<\/strong> such a large amount of data by the traditional method can be a strenuous job.\u00a0The financial industry has mastered using this data by recommending the perfect combination of strategies for their client investors to generate alpha through\u00a0<strong>hedge funds.\u00a0<\/strong>The financial service market has always relied upon traditional sources. These\u00a0<strong>traditional sources\u00a0<\/strong>include press releases, credit scores,\u00a0<strong>SEC filings,<\/strong>\u00a0and such.\u00a0<\/span><\/p>\n<p><span style=\"color: #000000;\">However, with the entry of\u00a0<strong>alternative data<\/strong>, these financial entities can now make use of extensive data beyond their traditional source barriers. Alternative data gives the perfect opportunities to such financial professionals to explore and push beyond the traditional limits of investing.<\/span><\/p>\n<p><span style=\"color: #000000;\">Not only in the financial industry but these days, it is very common for a non-financial company as well to use customer\u00a0<strong>data recorded<\/strong>\u00a0in their\u00a0<strong>database<\/strong>\u00a0through surveys that can offer their products, discounts, and other services.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Alternative Data<\/strong>\u00a0is the data that falls beyond the borders of\u00a0<strong>traditional data<\/strong>\u00a0used by financial investors and other financial professionals to assess an investment opportunity. This data is a compilation of satellite imagery, data obtained from debit and credit card usage, online surveys, search preferences, email receipts, and such.<\/span><\/p>\n<p><span style=\"color: #000000;\" data-preserver-spaces=\"true\"> <img decoding=\"async\" width=\"700\" height=\"500\" class=\"wp-image-9139 aligncenter\" src=\"https:\/\/proxiesforrent.com\/wp-content\/uploads\/2021\/01\/Alternative-data.jpg\" alt=\"Alternative data\" srcset=\"https:\/\/proxiesforrent.com\/oldproxiwebsite\/wp-content\/uploads\/2021\/01\/Alternative-data.jpg 700w, https:\/\/proxiesforrent.com\/oldproxiwebsite\/wp-content\/uploads\/2021\/01\/Alternative-data-300x214.jpg 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/span><\/p>\n<h2><\/h2>\n<h2><span style=\"color: #000000;\"><strong>What Is Alternative Data?<\/strong><\/span><\/h2>\n<h3><span style=\"color: #000000;\"><strong>Definition of Alternative Data:<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">There are several different definitions out there that\u00a0<strong>define Alternative data<\/strong>\u00a0but here is the one by Krishna Nathan, SIO of S&amp;P Global \u2013 \u201cAlternative data draws from non-traditional data sources so that when you apply analytics to the data, they yield additional insights that complement the information you receive from traditional sources.\u201d<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>Explanation of Alternative Data:<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">Before understanding alternative data let\u2019s take a look at traditional data and the problems they pose.\u00a0<strong>Traditional data<\/strong>\u00a0is collected through traditional sources such as financial reports,\u00a0SEC filings, and many others as mentioned above. However, this data is openly available for everyone thus diminishing its useful edge.\u00a0With\u00a0Alternative data\u00a0in finance, an investor creates different models, using various methods based on different\u00a0<strong>assumptions<\/strong>.<\/span><\/p>\n<p><span style=\"color: #000000;\">It helps them in evaluating various\u00a0investments, helps in\u00a0<strong>asset management<\/strong>, and\u00a0<strong>financial opportunities<\/strong>. Unlike traditional data where the data is very primary and may only have financial receipts, under alternative data, the data can be the number of walk-ins to a particular business establishment or the number of visitors to a website.<\/span><\/p>\n<p><span style=\"color: #000000;\">In other words, Alternate data is any data not provided by the company whose progress and performance are being evaluated. There are a lot of\u00a0<strong>Alternative data companies<\/strong>\u00a0that offer alternative data analysis. Insights by<span style=\"color: #0000ff;\">\u00a0<strong><em>Proxy\u00a0<\/em><\/strong><\/span>collect a massive amount of\u00a0scraped web content\u00a0and allow its clients to compare dare on the latest areas of discomfort faced by investors. They help their users achieve all their money-metric goals. Apart from this they also provide non-financial data to companies.<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>Key Requirements of An Alternative Data Platform<\/strong><\/span><\/h2>\n<h3><span style=\"color: #000000;\"><strong>An efficacious Alternative data program needs to be able to:<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\" data-preserver-spaces=\"true\">1. Store any amount of data at any given time.<\/span><\/p>\n<p><span style=\"color: #000000;\" data-preserver-spaces=\"true\">2. Ingest data of any volume, type like structured data, semi-structured data, and unstructured data from any raw data source size providers.<\/span><\/p>\n<p><span style=\"color: #000000;\" data-preserver-spaces=\"true\">3. Onboard new kind of data without any lag.<\/span><\/p>\n<p><span style=\"color: #000000;\" data-preserver-spaces=\"true\">4. Discovery and testing of the ingested data to become relevant for use.<\/span><\/p>\n<p><span style=\"color: #000000;\" data-preserver-spaces=\"true\">5. Personalizing the newly ingested data for usage.<\/span><\/p>\n<p><span style=\"color: #000000;\" data-preserver-spaces=\"true\">6. Updating a layer that allows real-time tracking of use cases at any given point in time.<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>The Growth of Alternative Data:<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">Like every new thing in the market,\u00a0<strong>Alternative data<\/strong>\u00a0found itself surrounded by a lot of skepticism. Industrialists in the\u00a0<strong>finance and services sector<\/strong> were unsure of its usefulness as traditional forms of data seemed to fulfill their needs. They refused to look beyond. However, after investment giants like JP Morgan, Chase, and Goldman Sachs started endorsing their support on research in this area, others quickly started using alternative data. They started investing in ML i.e.\u00a0Machine Learning\u00a0and considered it as the future of financial data collection.<\/span><\/p>\n<p><span style=\"color: #000000;\">In recent years, the number of employees employed as full-time\u00a0<strong>data researchers<\/strong>\u00a0has increased immensely. More than the majority of the investors look up to\u00a0aggregators\u00a0in search of all the granular facts and details that traditional data cannot provide in making the best investment decision.<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>Benefits of Using Alternative Data:<\/strong><\/span><\/h2>\n<ul>\n<li><span style=\"color: #000000;\"><strong>Saves valuable time:<\/strong>\u00a0It saves the manager\u2019s time as the program weaves through the data on their behalf. It helps the manager to focus his\/her time on other important areas that require their attention.<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>Access to various viewpoints:<\/strong>\u00a0Traditional data gives a very straightforward view of the data collected by the company. Whereas Alternative data gives access to various viewpoints which helps the investor in having 360 thinking.<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>Advanced evaluation of a company\u2019s performance:<\/strong>\u00a0The traditional data only gives historical insights into the company\u2019s past performance. However, after using the alternative datasets, the portfolio managers can use real-time data to compare and measure the growth. As the Alternative data market size increases day by day, competition among companies gets fiercer as well. <img decoding=\"async\" class=\"wp-image-9142 aligncenter\" src=\"https:\/\/proxiesforrent.com\/wp-content\/uploads\/2021\/01\/Type-of-alternative-data.jpg\" alt=\"Type of alternative data\" width=\"563\" height=\"402\" srcset=\"https:\/\/proxiesforrent.com\/oldproxiwebsite\/wp-content\/uploads\/2021\/01\/Type-of-alternative-data.jpg 700w, https:\/\/proxiesforrent.com\/oldproxiwebsite\/wp-content\/uploads\/2021\/01\/Type-of-alternative-data-300x214.jpg 300w\" sizes=\"(max-width: 563px) 100vw, 563px\" \/><\/span><\/li>\n<\/ul>\n<h2><\/h2>\n<h2><span style=\"color: #000000;\"><strong>How Is Alternative Data Generated?<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">There are various\u00a0alternative data categories\u00a0like Data generated by individuals, data generated by businesses, and data collected by sensors.<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>By Individuals:<\/strong>\u00a0This data is highly unorganized and large in volume. This data is collected through feedbacks and reviews left by people online, search history, online polls, and such. Or some data alternative words like statistics of all their information.<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>By Businesses:<\/strong>\u00a0This data is also known as \u201cexhaust data\u201d as it is the by-product of a business process. This kind of data is collected after a business activity is carried out. Like debit card or credit card transactions, banking records, other commercial transactions, etc. This data is structured and easy to organize.<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>By Sensors:<\/strong>\u00a0In the age of things on the internet, everything is picked by the sensor technology, recorded, and then transferred to various devices. CCTV cameras, POS sensors, satellite images, parking lot sensors are some technological sensors that help collect information.<\/span><\/li>\n<\/ul>\n<h2><span style=\"color: #000000;\"><strong>Types of Alternative Data:<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">There are different types of<strong>\u00a0alternative data generated:<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">1.\u00a0<strong>Debit\/ Credit transactions:<\/strong>\u00a0These give detailed insights into a company\u2019s sales and revenue. These help the investors in making decisions based on the digital trail of such companies\u2019 performance instead of waiting for time-bound reports. All the pricing data is included in this.<\/span><\/p>\n<p><span style=\"color: #000000;\">2.\u00a0<strong>Satellite data\/ Geolocation:<\/strong>\u00a0Using GPS and satellite imagery, which is a non-financial way, investors locate and keep track of the movement of the goods and services thus predicting the conditions of the global economy.<\/span><\/p>\n<p><span style=\"color: #000000;\">3.\u00a0<strong>Digital data:<\/strong> The data scraped here is after sifting various websites. This includes information like web online traffic, online reviews, and engagement, popular web search, click-through ads, etc. the <span style=\"color: #0000ff;\"><em><strong>online presence<\/strong><\/em><\/span> of the company also helps the investor to make his decision.<\/span><\/p>\n<p><span style=\"color: #000000;\">These kinds of data are combined with the traditional data, for example, the\u00a0<strong>SEC Filing\u00a0<\/strong>of a company and their\u00a0online presence\u00a0will give substantial data to the investor.<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>How to obtain Alternative Data?<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\"><span style=\"color: #0000ff;\"><strong><em>Web scraping<\/em><\/strong><strong><em>\u00a0<\/em><\/strong><\/span>is the most popular method of obtaining relevant data from the\u00a0<strong>internet<\/strong>. It requires the IT specialists to write codes which then helps them to jump from website to website, link to link to obtain relevant data, and then store them into the database. Organizing and transforming them into\u00a0<strong>spreadsheets<\/strong>\u00a0and forms for later use.<\/span><\/p>\n<p><span style=\"color: #000000;\">A lot of raw data is obtained through sensors. It is highly unprocessed and needs to be scoured through for relevant content. Various companies provide alternative\u00a0web data solutions\u00a0like hedge fund web scraping and other related services. Some investors also buy licenses from\u00a0<strong>proxies\u00a0<\/strong>companies providing required data and<strong> web scraping\u00a0tools<\/strong>.<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>How to Use Alternative Data?<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">Alternative data can be used by investors to make decisions. After\u00a0web harvesting<strong>,<\/strong>\u00a0a large amount of data needs to be taken care of and processed. The sources need to be predetermined.\u00a0<\/span><\/p>\n<p><span style=\"color: #000000;\">The\u00a0<strong>data analyst<\/strong>\u00a0might want to look into some alternative data sources and carry out a comparative study of alternative data use cases before reaching a particular decision. It is a small part of\u00a0big data. There are various types of non-financial performance data available as well. Yahoo finance alternative is the one to use as well.<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>How to Use Alternative Data in Finance and Investing?<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">Alternative data isn\u2019t a replacement for traditional data. It provides additional insights into the already collected data. The data that is collected in a <strong>Scraping process\u00a0<\/strong>from non-traditional data sources like\u00a0satellite imagery\u00a0that helps in validating the investors\u2019 investment thesis and provide confidence to their investment strategy answers the question \u2013 what is alternative data in finance.\u00a0<\/span><\/p>\n<p><span style=\"color: #000000;\">Such data is also essential in\u00a0<strong>data science<\/strong> financial markets. This is very fundamental for investment firms and hedge fund companies as sources of alpha. Alternative data in finance uses machine learning\u00a0to understand various data.<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>Challenges in Implementing an Alternative Data Program<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\" data-preserver-spaces=\"true\">Creating and implementing a perfect alternative data program comes with some challenges of its own:<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>Privacy and confidentiality:\u00a0<\/strong>\u00a0Sometimes companies disregard alternative data policy and step upon individual privacy leading to unethical issues.<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>Onboarding new data:<\/strong>\u00a0Enabling new onboarded data and a huge amount of data similar to big data with minimal effort is very essential. But most of the time such programs crash and needs recoding to accommodate new data.<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>Accommodating data change:<\/strong> In case of unorganized data, the system should be updated regularly and needs to be maintained now and then.<\/span><\/li>\n<\/ul>\n<h2><span style=\"color: #000000;\"><strong>How can Proxy help you in web scraping for Alternative Data?<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">A proxy acts as a middleman, which takes your browsing requests and forwards them to the target server\/website with a different<span style=\"color: #0000ff;\">\u00a0<strong><em>IP address<\/em><\/strong><\/span>. The target server sees the masked IP address provided by the\u00a0<strong>proxy server<\/strong>\u00a0and not the real IP address through which your real IP address gets hidden.\u00a0Proxy plays a very important role when it comes to\u00a0<strong>web scraping<\/strong>\u00a0for alternative data.\u00a0<\/span><\/p>\n<p><span style=\"color: #000000;\"><img decoding=\"async\" width=\"700\" height=\"500\" class=\"wp-image-9144 aligncenter\" src=\"https:\/\/proxiesforrent.com\/wp-content\/uploads\/2021\/01\/Proxy-for-web-scraping.jpg\" alt=\"Proxy for web scraping\" srcset=\"https:\/\/proxiesforrent.com\/oldproxiwebsite\/wp-content\/uploads\/2021\/01\/Proxy-for-web-scraping.jpg 700w, https:\/\/proxiesforrent.com\/oldproxiwebsite\/wp-content\/uploads\/2021\/01\/Proxy-for-web-scraping-300x214.jpg 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/span><\/p>\n<h3><span style=\"color: #000000;\" data-preserver-spaces=\"true\">Target Website server will never determine your real IP address.<\/span><\/h3>\n<p><span style=\"color: #000000;\">As a proxy server hides your real IP address with its different authentic IP address, your requests for market scraping fails to identify you. Also, with regular proxy server\u00a0<strong>IP rotation<\/strong>, different sets of authentic IPs are used every time while scraping which appears as if real humans from different locations are accessing those target\u00a0servers.<\/span><\/p>\n<h3><span style=\"color: #000000;\" data-preserver-spaces=\"true\">Anti-Scraping tools won\u2019t find you!<\/span><\/h3>\n<p><span style=\"color: #000000;\">Nowadays, various websites employ anti-scraping tools to detect any\u00a0bots scraping content. These Anti-scraping tools detect your bots and then block them from the website\u2019s program. But when you use hardcore<span style=\"color: #0000ff;\">\u00a0<a class=\"editor-rtfLink\" style=\"color: #0000ff;\" href=\"https:\/\/proxiesforrent.com\/residential-proxy\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong><em>Residential proxies<\/em><\/strong><\/a>\u00a0<\/span>and that too with rotating residential proxies, anti-scraping tools would find it difficult to detect whether you are a bot or not.\u00a0<\/span><\/p>\n<p><span style=\"color: #000000;\">As the residential proxies are based on real locations and real IP addresses, it appears as if real humans from real locations are looking through their websites. This lowers the chances of\u00a0<strong>anti-scraping tools<\/strong>\u00a0detecting and blocking you.<\/span><\/p>\n<h3><span style=\"color: #000000;\" data-preserver-spaces=\"true\">Your Business will never get trapped in any phishing or malware attack!<\/span><\/h3>\n<p><span style=\"color: #000000;\">Whenever you scrape on the web using\u00a0<strong>scraping software<\/strong>, there might be chances that your target website might contain any kind of malware which can directly harm your system. These malware attacks can harm your business\u2019s confidential and sensitive data.\u00a0<\/span><\/p>\n<p><span style=\"color: #000000;\">Using a\u00a0proxy server\u00a0comes as an effective boon here as it doesn\u2019t let the target website know your real IP addresses and devices. So, they will not be able to send any kind of malware to your actual or real\u00a0<strong>IP address<\/strong>.\u00a0<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>Conclusion:<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">Alternative data is used to provide more insights to Alternatives investors and hedge funds in making their decisions. People need to understand the different types of sources of Alternative data to use to their leverage. However, in doing so the\u00a0<strong>top alternative data companies<\/strong> need to follow strict data protection regularly and protect data at all costs. The alt data providers should understand the\u00a0market intelligence and collect data accordingly. For any Proxy-related details visit\u00a0<span style=\"color: #0000ff;\"><a class=\"editor-rtfLink\" style=\"color: #0000ff;\" href=\"https:\/\/proxiesforrent.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong><em>Proxiesforrent<\/em><\/strong><\/a><strong><em>.<\/em><\/strong><\/span><\/span><\/p>\n<h2 style=\"text-align: center;\"><span style=\"color: #000000;\"><strong>FAQ<\/strong><\/span><\/h2>\n<h3><span style=\"color: #000000;\"><strong>1. Why do you need proxies for web scraping?<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">In finance, Alternative data is the one that has not been traditionally used in forming important financial strategies. They can be email receipts, financial transactions, social media engagements, etc. Thus we need\u00a0<span style=\"color: #0000ff;\"><strong><em>proxies web scraping<\/em><\/strong>\u00a0<\/span>for performing web scraping and not getting tracked by using\u00a0alternative data analysis<strong>.\u00a0<\/strong>Proxy Web scraping helps you to scrape multiple alternative data sources without getting you identified on the web.\u00a0<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>2. Who uses alternative data?<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">Alternative data is extensively used by\u00a0<strong>algorithmic traders<\/strong>\u00a0to improve their current digital trading models. The use of Alternative data has increased by folds over the last decade by the traders.<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>3. What data do hedge funds use?<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">Hedge funds use a combination of\u00a0<strong>traditional<\/strong>\u00a0and\u00a0<strong>alternative data<\/strong>. Hedge fund data sources used can be financial transactions, web traffic details, and customer sentiment evaluation for alternative data analysis.<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>4. What to look out for in an Alternative data provider?<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">When looking for an\u00a0<strong>Alternative data provider<\/strong>, these things should be confirmed. The alternative data companies should have all the relevant data needed by you. The data should be economical for you. Ask about the time required to transfer the data in your system. Alternative data should complement and add to your traditional data. Always look for\u00a0top alternative data companies.<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>5. How is Finding Correlations with Alternative Data easy?<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\"><strong>Alternative data proxy metric<\/strong>\u00a0helps you to carry the alternative data analysis by comparing and correlating between two variables. Alternative data analysis helps you to find the proportional ability between two variables by studying data intensively.<\/span>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text]Every business service revolves around this. Recording, processing, and then\u00a0analyzing such a large amount of data by the traditional method can be a strenuous job.\u00a0The financial industry has mastered using this data by recommending the perfect combination of strategies for their client investors to generate alpha through\u00a0hedge funds.\u00a0The financial service market has always relied upon [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":9259,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[340,33,200],"tags":[338,36,337],"class_list":["post-9138","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-alternative-data","category-proxy-server","category-web-scraping","tag-alternative-data","tag-proxy-server","tag-web-scraping-proxy"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Alternative Data: A Complete Guide for Beginner\u2019s in 2021 | Proxiesforrent<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/proxiesforrent.com\/oldproxiwebsite\/blog\/proxy-server\/alternative-data-a-complete-guide-for-beginners-in-2021\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Alternative Data: A Complete Guide for Beginner\u2019s in 2021 | Proxiesforrent\" \/>\n<meta property=\"og:description\" content=\"[vc_row][vc_column][vc_column_text]Every business service revolves around this. Recording, processing, and then\u00a0analyzing such a large amount of data by the traditional method can be a strenuous job.\u00a0The financial industry has mastered using this data by recommending the perfect combination of strategies for their client investors to generate alpha through\u00a0hedge funds.\u00a0The financial service market has always relied upon [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/proxiesforrent.com\/oldproxiwebsite\/blog\/proxy-server\/alternative-data-a-complete-guide-for-beginners-in-2021\/\" \/>\n<meta property=\"og:site_name\" content=\"Proxiesforrent\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/facebook.com\/proxiesforrentusa\" \/>\n<meta property=\"article:published_time\" content=\"2021-01-08T06:51:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-05-04T08:52:40+00:00\" \/>\n<meta property=\"og:image\" 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