{"id":12940,"date":"2013-01-12T13:58:59","date_gmt":"2013-01-12T13:58:59","guid":{"rendered":"https:\/\/www.techopedia.com\/definition\/variety\/"},"modified":"2017-07-19T17:32:03","modified_gmt":"2017-07-19T17:32:03","slug":"variety","status":"publish","type":"definition","link":"https:\/\/www.techopedia.com\/definition\/29175\/variety-big-data","title":{"rendered":"Variety"},"content":{"rendered":"<h2><span id=\"what_does_variety_mean\">What Does Variety Mean?<\/span><\/h2>\n<p>Variety is a 3 V&#8217;s framework component that is used to define the different data types, categories and associated management of a big data repository. Variety provides insight into the uniqueness of different classes of big data and how they are compared with other types of data.\n<\/p>\n<h2><span id=\"techopedia_explains_variety\">Techopedia Explains Variety<\/span><\/h2>\n<p>Variety defines the nature of data that exists within big data. This includes different data formats, data semantics and data structures types.\n<\/p>\n<p>Variety is geared toward providing different techniques for resolving and managing data variety within big data, such as:\n<\/p>\n<ul>\n<li>Indexing techniques for relating data with different and incompatible types<\/li>\n<li>Data profiling to find interrelationships and abnormalities between data sources<\/li>\n<li>Importing data into universally accepted and usable formats, such as Extensible Markup Language (XML)<\/li>\n<li>Metadata management to achieve contextual data consistency<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>What Does Variety Mean? Variety is a 3 V&#8217;s framework component that is used to define the different data types, categories and associated management of a big data repository. Variety provides insight into the uniqueness of different classes of big data and how they are compared with other types of data. Techopedia Explains Variety Variety [&hellip;]<\/p>\n","protected":false},"author":7813,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_lmt_disableupdate":"","_lmt_disable":"","om_disable_all_campaigns":false,"footnotes":""},"definitioncat":[254,227,256,262],"class_list":["post-12940","definition","type-definition","status-publish","format-standard","hentry","definitioncat-data-centers","definitioncat-data-management","definitioncat-emerging-technology","definitioncat-identity-access-governance"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.2 (Yoast SEO v24.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What is Variety? - Definition from Techopedia<\/title>\n<meta name=\"description\" content=\"This definition explains the meaning of Variety and why it matters.\" \/>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Variety\" \/>\n<meta property=\"og:description\" content=\"This definition explains the meaning of Variety and why it matters.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.techopedia.com\/definition\/29175\/variety-big-data\" \/>\n<meta property=\"og:site_name\" content=\"Techopedia\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/techopedia\/\" \/>\n<meta property=\"article:modified_time\" content=\"2017-07-19T17:32:03+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@techopedia\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.techopedia.com\/definition\/29175\/variety-big-data#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.techopedia.com\/definition\/29175\/variety-big-data\"},\"author\":{\"name\":\"Margaret Rouse\",\"@id\":\"https:\/\/www.techopedia.com\/#\/schema\/person\/f5dd538e31ee352d105b8af36c4268a5\"},\"headline\":\"Variety\",\"datePublished\":\"2013-01-12T13:58:59+00:00\",\"dateModified\":\"2017-07-19T17:32:03+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.techopedia.com\/definition\/29175\/variety-big-data\"},\"wordCount\":136,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.techopedia.com\/#organization\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.techopedia.com\/definition\/29175\/variety-big-data#respond\"]}],\"articleSection\":\"\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.techopedia.com\/definition\/29175\/variety-big-data\",\"url\":\"https:\/\/www.techopedia.com\/definition\/29175\/variety-big-data\",\"name\":\"What is Variety? 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