{"id":109132,"date":"2021-02-18T15:31:33","date_gmt":"2021-02-18T10:01:33","guid":{"rendered":"https:\/\/www.vskills.in\/certification\/tutorial\/?page_id=109132"},"modified":"2024-04-12T14:30:25","modified_gmt":"2024-04-12T09:00:25","slug":"big-data-source","status":"publish","type":"page","link":"https:\/\/www.vskills.in\/certification\/tutorial\/big-data-source\/","title":{"rendered":"Big Data Source"},"content":{"rendered":"\n<p>Original big data was the web data &#8212; as in the entire Internet! The scope of big data is growing beyond niche sources to include sensor and machine data, transactional data, metadata, social network data and consumer-authored information. These days Big data comes from multiple sources.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Web Data &#8212; still it is big data<\/li><li>Click stream data : when users navigate a website, the clicks are logged for further analysis (like navigation patterns). Click stream data is important in on line advertising and E-Commerce<\/li><li>sensor data : sensors embedded in roads to monitor traffic and misc. other applications generate a large volume of data<\/li><li>Connected Devices : Smart phones are a great example. For example when you use a navigation application like Google Maps or Waze, your phone sends pings back reporting its location and speed (this information is used for calculating traffic hotspots). Just imagine hundreds of millions (or even billions) of devices consuming data and generating data.<\/li><li>Social network profiles or Social media data: Sites like Facebook, Twitter, LinkedIn generate a large amount of data. Tapping user profiles from Facebook, LinkedIn, Yahoo, Google, and specific-interest social or travel sites, to cull individuals\u2019 profiles and demographic information, and extend that to capture their hopefully-like-minded networks.<\/li><li>Social influencers\u2014Editor, analyst and subject-matter expert blog comments, user forums, Twitter &amp; Facebook \u201clikes,\u201d Yelp-style catalog and review sites, and other review-centric sites like Apple\u2019s App Store, Amazon, etc.<\/li><li>Activity-generated data\u2014Computer and mobile device log files, aka \u201cThe Internet of Things.\u201d This category includes web site tracking information, application logs, and sensor data \u2013 such as check-ins and other location tracking \u2013 among other machine-generated content. But consider also the data generated by the processors found within vehicles, video games, cable boxes or, soon, household appliances.<\/li><li>Software as a Service (SaaS) and cloud applications\u2014Systems like Salesforce.com, Netsuite, SuccessFactors, etc. all represent data that\u2019s already in the Cloud but is difficult to move and merge with internal data.<\/li><li>Public\u2014Microsoft Azure MarketPlace\/DataMarket, The World Bank, SEC\/Edgar, Wikipedia, IMDb, etc. \u2013 data that is publicly available on the Web which may enhance the types of analysis able to be performed.<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Original big data was the web data &#8212; as in the entire Internet! The scope of big data is growing beyond niche sources to include sensor and machine data, transactional data, metadata, social network data and consumer-authored information. These days Big data comes from multiple sources. Web Data &#8212; still it is big data Click&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-109132","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Big Data Source - Tutorial<\/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:\/\/www.vskills.in\/certification\/tutorial\/big-data-source\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Big Data Source - Tutorial\" \/>\n<meta property=\"og:description\" content=\"Original big data was the web data &#8212; as in the entire Internet! 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