{"id":654,"date":"2017-11-03T22:14:03","date_gmt":"2017-11-03T22:14:03","guid":{"rendered":"http:\/\/cds.cdm.depaul.edu\/?page_id=654"},"modified":"2018-05-31T18:36:15","modified_gmt":"2018-05-31T18:36:15","slug":"datasets","status":"publish","type":"page","link":"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/","title":{"rendered":"Datasets"},"content":{"rendered":"<div class=\"kc-elm kc-css-592550 kc-row-container module\"><div class=\"wc-row row\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-7410 small-12 columns small-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-404687 kc_text_block\"><\/p>\n<ul>\n<li><strong><a href=\"http:\/\/archive.ics.uci.edu\/ml\/\">UCI Machine Learning Repository\u00a0<\/a><\/strong>\u2013 A repository of more than 200 data sets for machine learning and data mining<\/li>\n<li><strong><a href=\"http:\/\/facweb.cs.depaul.edu\/mobasher\/classes\/ect584\/data\/movielens.zip\">Movie Ratings Data<\/a><\/strong>\u00a0\u2013 Real movie ratings data from\u00a0<a href=\"http:\/\/www.movielens.org\/\">www.movielens.org<\/a>\u00a0Web site. Contains ratings on 1600+ movies by 1000 users<\/li>\n<li><strong><a href=\"http:\/\/www.kaggle.com\/competitions\">Kaggle.com Competition Data Sets<\/a><\/strong>\u00a0\u2013 Data sets from a variety of competitions. Also a good source for class project ideas.<\/li>\n<li><strong><a href=\"http:\/\/snap.stanford.edu\/data\/\">Stanford Large Network Dataset Collection\u00a0<\/a><\/strong>\u2013 A variety of network data sets, including data from social networks, product reviews, online communities, etc.<\/li>\n<li><strong><a href=\"http:\/\/www.yelp.com\/dataset_challenge\/\">Yelp Data Set Challenge<\/a><\/strong>\u00a0\u2013 Reviews and check-in data on thousands of businesses.<\/li>\n<li><strong><a href=\"http:\/\/labrosa.ee.columbia.edu\/millionsong\/\">Million Song Dataset<\/a><\/strong>\u00a0\u2013 Freely-available collection of audio features and metadata for a million contemporary popular music tracks.<\/li>\n<li><strong><a href=\"http:\/\/aws.amazon.com\/publicdatasets\/\">Public Data sets on Amazon Web Services<\/a><\/strong>\u00a0\u2013 Large public data sets (including data sets for US Census, Wikipedia, Freebase, human genome project), ready for big data analytics on the cloud.<\/li>\n<li><strong><a href=\"http:\/\/catalog.data.gov\/dataset\">Data.gov\u00a0<\/a><\/strong>\u2013 Publically available data sets from Federal, State, and local government, including economic, geological, demographic and many other types of data sources. This site also includes a list of other\u00a0<a href=\"http:\/\/www.data.gov\/opendatasites\">Open Data Sites<\/a>\u00a0with similar publicly available data sources from various cities, states, and countries.<\/li>\n<li><strong><a href=\"http:\/\/www.kdnuggets.com\/datasets\/\">KDnugget\u2019s list of data sets for data mining<\/a><\/strong><\/li>\n<li><strong><a href=\"http:\/\/facweb.cs.depaul.edu\/mobasher\/classes\/ect584\/data\/cti-data.zip\">Preprocessed DePaul CTI Web Usage Data<\/a>\u00a0<\/strong>\u2013 Cleaned, filtered, and sessionized data of visits to the main CTI site during a 2 week period in April 2002. The data also includes basic statistics on users and sessions.<\/li>\n<li><strong><a href=\"http:\/\/facweb.cs.depaul.edu\/mobasher\/classes\/ect584\/lectures\/cti-april2003-clean-log.zip\">Cleaned DePaul CTI Web Usage Data<\/a><\/strong>\u00a0\u2013 The full cleaned CTI Web usage data for April 2002. This data set has been cleaned (including spider removal) and converted into tab delimited format. However, no user identification, sessionization, or other data preparation steps have been performed.<\/li>\n<li><strong><a href=\"http:\/\/facweb.cs.depaul.edu\/mobasher\/classes\/ect584\/lectures\/cti-april02-log.zip\">Non-Preprocessed DePaul CTI Web Usage Data<\/a><\/strong>\u00a0\u2013 The full CTI Web usage data for April 2002. The only cleaning step performed on this data was the removal of references to auxiliary files (e.g., image files). No other cleaning or preprocessing has been performed. The data is in the original log format used by Microsoft IIS.<\/li>\n<li><strong><a href=\"https:\/\/data.cityofchicago.org\/\">Data Portal \u2013 City of Chicago<\/a><\/strong>\u00a0\u2013 Various datasets maintained by The City of Chicago Administration about the city.<\/li>\n<li><strong><a href=\"http:\/\/www.census.gov\/data.html\">US Census Bureau<\/a><\/strong>\u00a0\u2013 Data portal of the US Census Bureau.<\/li>\n<li><strong><a href=\"http:\/\/mldata.org\/\">mldata.org<\/a><\/strong>\u00a0Machine Learning Dataset Repository \u2013 Data portal for an open-source dataset repository. mldata.org\u2019s purpose is to make machine learning methods, datasets, and software reproducible and available to the public.<\/li>\n<li><strong><a href=\"http:\/\/faostat3.fao.org\/home\/E\">FAOStat<\/a><\/strong>\u00a0\u2013 Data portal for the Food and Agriculture Organization for the United Nations.<\/li>\n<\/ul>\n<p>\n<\/div><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":1046,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-654","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\r\n<title>Datasets - DePaul Center for Data Science<\/title>\r\n<meta name=\"description\" content=\"List of datasets relevant to Data Mining and Predictive Analytics.\" \/>\r\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\r\n<link rel=\"canonical\" href=\"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/\" \/>\r\n<meta property=\"og:locale\" content=\"en_US\" \/>\r\n<meta property=\"og:type\" content=\"article\" \/>\r\n<meta property=\"og:title\" content=\"Datasets - DePaul Center for Data Science\" \/>\r\n<meta property=\"og:description\" content=\"List of datasets relevant to Data Mining and Predictive Analytics.\" \/>\r\n<meta property=\"og:url\" content=\"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/\" \/>\r\n<meta property=\"og:site_name\" content=\"DePaul Center for Data Science\" \/>\r\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DampaDePaul\/\" \/>\r\n<meta property=\"article:modified_time\" content=\"2018-05-31T18:36:15+00:00\" \/>\r\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\r\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\r\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/\",\"url\":\"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/\",\"name\":\"Datasets - DePaul Center for Data Science\",\"isPartOf\":{\"@id\":\"https:\/\/cds.cdm.depaul.edu\/#website\"},\"datePublished\":\"2017-11-03T22:14:03+00:00\",\"dateModified\":\"2018-05-31T18:36:15+00:00\",\"description\":\"List of datasets relevant to Data Mining and Predictive Analytics.\",\"breadcrumb\":{\"@id\":\"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/cds.cdm.depaul.edu\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Resources\",\"item\":\"https:\/\/cds.cdm.depaul.edu\/?page_id=1046\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Datasets\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/cds.cdm.depaul.edu\/#website\",\"url\":\"https:\/\/cds.cdm.depaul.edu\/\",\"name\":\"DePaul Center for Data Science\",\"description\":\"Center for Data Science activities, projects, and collaborations\",\"publisher\":{\"@id\":\"https:\/\/cds.cdm.depaul.edu\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/cds.cdm.depaul.edu\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/cds.cdm.depaul.edu\/#organization\",\"name\":\"DePaul Center for Data Mining and Predictive Analytics\",\"url\":\"https:\/\/cds.cdm.depaul.edu\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/cds.cdm.depaul.edu\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/cds.cdm.depaul.edu\/wp-content\/uploads\/2019\/05\/cropped-logo.png\",\"contentUrl\":\"https:\/\/cds.cdm.depaul.edu\/wp-content\/uploads\/2019\/05\/cropped-logo.png\",\"width\":520,\"height\":130,\"caption\":\"DePaul Center for Data Mining and Predictive Analytics\"},\"image\":{\"@id\":\"https:\/\/cds.cdm.depaul.edu\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/DampaDePaul\/\",\"https:\/\/www.linkedin.com\/in\/dampadepaul\"]}]}<\/script>\r\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Datasets - DePaul Center for Data Science","description":"List of datasets relevant to Data Mining and Predictive Analytics.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/","og_locale":"en_US","og_type":"article","og_title":"Datasets - DePaul Center for Data Science","og_description":"List of datasets relevant to Data Mining and Predictive Analytics.","og_url":"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/","og_site_name":"DePaul Center for Data Science","article_publisher":"https:\/\/www.facebook.com\/DampaDePaul\/","article_modified_time":"2018-05-31T18:36:15+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/","url":"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/","name":"Datasets - DePaul Center for Data Science","isPartOf":{"@id":"https:\/\/cds.cdm.depaul.edu\/#website"},"datePublished":"2017-11-03T22:14:03+00:00","dateModified":"2018-05-31T18:36:15+00:00","description":"List of datasets relevant to Data Mining and Predictive Analytics.","breadcrumb":{"@id":"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/cds.cdm.depaul.edu\/resources\/datasets\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/cds.cdm.depaul.edu\/"},{"@type":"ListItem","position":2,"name":"Resources","item":"https:\/\/cds.cdm.depaul.edu\/?page_id=1046"},{"@type":"ListItem","position":3,"name":"Datasets"}]},{"@type":"WebSite","@id":"https:\/\/cds.cdm.depaul.edu\/#website","url":"https:\/\/cds.cdm.depaul.edu\/","name":"DePaul Center for Data Science","description":"Center for Data Science activities, projects, and collaborations","publisher":{"@id":"https:\/\/cds.cdm.depaul.edu\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/cds.cdm.depaul.edu\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/cds.cdm.depaul.edu\/#organization","name":"DePaul Center for Data Mining and Predictive Analytics","url":"https:\/\/cds.cdm.depaul.edu\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/cds.cdm.depaul.edu\/#\/schema\/logo\/image\/","url":"https:\/\/cds.cdm.depaul.edu\/wp-content\/uploads\/2019\/05\/cropped-logo.png","contentUrl":"https:\/\/cds.cdm.depaul.edu\/wp-content\/uploads\/2019\/05\/cropped-logo.png","width":520,"height":130,"caption":"DePaul Center for Data Mining and Predictive Analytics"},"image":{"@id":"https:\/\/cds.cdm.depaul.edu\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DampaDePaul\/","https:\/\/www.linkedin.com\/in\/dampadepaul"]}]}},"post_mailing_queue_ids":[],"_links":{"self":[{"href":"https:\/\/cds.cdm.depaul.edu\/wp-json\/wp\/v2\/pages\/654","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cds.cdm.depaul.edu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cds.cdm.depaul.edu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cds.cdm.depaul.edu\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cds.cdm.depaul.edu\/wp-json\/wp\/v2\/comments?post=654"}],"version-history":[{"count":11,"href":"https:\/\/cds.cdm.depaul.edu\/wp-json\/wp\/v2\/pages\/654\/revisions"}],"predecessor-version":[{"id":2120,"href":"https:\/\/cds.cdm.depaul.edu\/wp-json\/wp\/v2\/pages\/654\/revisions\/2120"}],"up":[{"embeddable":true,"href":"https:\/\/cds.cdm.depaul.edu\/wp-json\/wp\/v2\/pages\/1046"}],"wp:attachment":[{"href":"https:\/\/cds.cdm.depaul.edu\/wp-json\/wp\/v2\/media?parent=654"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}