{"id":13067,"date":"2021-09-16T15:14:36","date_gmt":"2021-09-16T13:14:36","guid":{"rendered":"https:\/\/dans.knaw.nl\/file-formats\/statistical-data\/"},"modified":"2023-04-21T12:44:30","modified_gmt":"2023-04-21T10:44:30","slug":"statistical-data","status":"publish","type":"page","link":"https:\/\/dans.knaw.nl\/en\/file-formats\/statistical-data\/","title":{"rendered":"Statistical data"},"content":{"rendered":"<h2><span style=\"font-weight: 400;\">File formats &#8211; Statistical data<\/span><\/h2>\n<p><span style=\"font-weight: 400;\"><br \/>\n<span style=\"font-weight: 400;\">Of the various software packages that can be used to perform statistical analyses, the most commonly used are SPSS, STATA, R and SAS. <\/span><a href=\"https:\/\/jasp-stats.org\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">JASP<\/span><\/a><span style=\"font-weight: 400;\"> is an open source alternative for proprietary software like SPSS and is being developed by the University of Amsterdam.\u00a0<\/span><span style=\"font-weight: 400;\">DANS advises where possible to work with open software and open file formats.\u00a0<\/span><span style=\"font-weight: 400;\">The best way to preserve statistical data for the long term is to store both the data and the data documentation in an ASCII format.\u00a0<\/span><\/span><\/p>\n<p><span style=\"font-weight: 400;\">JASP users can export data in .csv format and results in .html format.\u00a0<\/span><span style=\"font-weight: 400;\">Files from SPSS and STATA are being transferred by DANS for sustainable archiving. DANS can transform files with the <a href=\"https:\/\/stattransfer.com\" target=\"_blank\" rel=\"noopener\">Stattransfer<\/a> software package<\/span><span style=\"font-weight: 400;\">. This software makes it possible to convert data from one software format to another. This software offers the option to convert SPSS files (.sav) and STATA files (.dta) to data and setup (.dat and .sps for SPSS; .dat and .DO for STATA). In addition, Dataverse software which DANS uses for the Data Stations will transform tabular data files like SPSS files and other statistical files automatically into TAB files. The metadata which describes the content of these datafiles is separately stored in an XML file. Together this information can be read into SPSS or STATA as well as into other applications.\u00a0<\/span><\/p>\n<p><b>Preferred formats<\/b><\/p>\n<ul>\n<li><b><\/b><a href=\"https:\/\/dans.knaw.nl\/bestandsformaten\/statistische-data\/data-en-setup\/\" target=\"_blank\" rel=\"noopener\">SPSS (.dat\/.sps)<\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dans.knaw.nl\/bestandsformaten\/statistische-data\/data-en-setup\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">STATA (.dat\/.DO)<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dans.knaw.nl\/en\/file-formats\/statistical-data\/jasp\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">JASP (.csv\/.html)<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dans.knaw.nl\/bestandsformaten\/statistische-data\/r\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">R<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/li>\n<\/ul>\n<p><b>Non-preferred formats<\/b><\/p>\n<ul>\n<li><a href=\"https:\/\/dans.knaw.nl\/bestandsformaten\/statistische-data\/spss-portable\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">SPSS Portable (.por)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/dans.knaw.nl\/bestandsformaten\/statistische-data\/spss-sav\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">SPSS (.sav)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/dans.knaw.nl\/bestandsformaten\/statistische-data\/stata\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">STATA (.dta)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/dans.knaw.nl\/bestandsformaten\/statistische-data\/sas\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">SAS (.7dat; .sd2; .tpt)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/dans.knaw.nl\/en\/file-formats\/statistical-data\/jasp\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">JASP (.jasp)<\/span><\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<pre><span style=\"font-weight: 400;\">\u00a9 DANS. R.5.5.T.7 Version 1.0, March 30, 2023<\/span><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>File formats &#8211; Statistical data Of the various software packages that can be used to perform statistical analyses, the most commonly used are SPSS, STATA, R and SAS. JASP is an open source alternative for proprietary software like SPSS and is being developed by the University of Amsterdam.\u00a0DANS advises where possible to work with open [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"parent":12590,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","inline_featured_image":false,"footnotes":""},"class_list":["post-13067","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>File formats: Statistical data | DANS<\/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:\/\/dans.knaw.nl\/en\/file-formats\/statistical-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"File formats: Statistical data | DANS\" \/>\n<meta property=\"og:description\" content=\"File formats &#8211; Statistical data Of the various software packages that can be used to perform statistical analyses, the most commonly used are SPSS, STATA, R and SAS. JASP is an open source alternative for proprietary software like SPSS and is being developed by the University of Amsterdam.\u00a0DANS advises where possible to work with open [&hellip;]\" \/>\n<meta property=\"og:site_name\" content=\"DANS\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Data-Archiving-and-Networked-Services-DANS-140231255994524\/\" \/>\n<meta property=\"article:modified_time\" content=\"2023-04-21T10:44:30+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@dans_knaw_nwo\" \/>\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\":\"WebPage\",\"@id\":\"https:\\\/\\\/dans.knaw.nl\\\/en\\\/file-formats\\\/statistical-data\\\/\",\"url\":\"https:\\\/\\\/dans.knaw.nl\\\/en\\\/file-formats\\\/statistical-data\\\/\",\"name\":\"File formats: Statistical data | DANS\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dans.knaw.nl\\\/en\\\/#website\"},\"datePublished\":\"2021-09-16T13:14:36+00:00\",\"dateModified\":\"2023-04-21T10:44:30+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dans.knaw.nl\\\/en\\\/file-formats\\\/statistical-data\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dans.knaw.nl\\\/en\\\/file-formats\\\/statistical-data\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dans.knaw.nl\\\/en\\\/file-formats\\\/statistical-data\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dans.knaw.nl\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"File formats\",\"item\":\"https:\\\/\\\/dans.knaw.nl\\\/en\\\/file-formats\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Statistical data\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dans.knaw.nl\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/dans.knaw.nl\\\/en\\\/\",\"name\":\"DANS\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/dans.knaw.nl\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"File formats: Statistical data | DANS","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:\/\/dans.knaw.nl\/en\/file-formats\/statistical-data\/","og_locale":"en_US","og_type":"article","og_title":"File formats: Statistical data | DANS","og_description":"File formats &#8211; Statistical data Of the various software packages that can be used to perform statistical analyses, the most commonly used are SPSS, STATA, R and SAS. JASP is an open source alternative for proprietary software like SPSS and is being developed by the University of Amsterdam.\u00a0DANS advises where possible to work with open [&hellip;]","og_site_name":"DANS","article_publisher":"https:\/\/www.facebook.com\/Data-Archiving-and-Networked-Services-DANS-140231255994524\/","article_modified_time":"2023-04-21T10:44:30+00:00","twitter_card":"summary_large_image","twitter_site":"@dans_knaw_nwo","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/dans.knaw.nl\/en\/file-formats\/statistical-data\/","url":"https:\/\/dans.knaw.nl\/en\/file-formats\/statistical-data\/","name":"File formats: Statistical data | DANS","isPartOf":{"@id":"https:\/\/dans.knaw.nl\/en\/#website"},"datePublished":"2021-09-16T13:14:36+00:00","dateModified":"2023-04-21T10:44:30+00:00","breadcrumb":{"@id":"https:\/\/dans.knaw.nl\/en\/file-formats\/statistical-data\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dans.knaw.nl\/en\/file-formats\/statistical-data\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/dans.knaw.nl\/en\/file-formats\/statistical-data\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dans.knaw.nl\/en\/"},{"@type":"ListItem","position":2,"name":"File formats","item":"https:\/\/dans.knaw.nl\/en\/file-formats\/"},{"@type":"ListItem","position":3,"name":"Statistical data"}]},{"@type":"WebSite","@id":"https:\/\/dans.knaw.nl\/en\/#website","url":"https:\/\/dans.knaw.nl\/en\/","name":"DANS","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dans.knaw.nl\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/dans.knaw.nl\/en\/wp-json\/wp\/v2\/pages\/13067","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dans.knaw.nl\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/dans.knaw.nl\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/dans.knaw.nl\/en\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/dans.knaw.nl\/en\/wp-json\/wp\/v2\/comments?post=13067"}],"version-history":[{"count":5,"href":"https:\/\/dans.knaw.nl\/en\/wp-json\/wp\/v2\/pages\/13067\/revisions"}],"predecessor-version":[{"id":19358,"href":"https:\/\/dans.knaw.nl\/en\/wp-json\/wp\/v2\/pages\/13067\/revisions\/19358"}],"up":[{"embeddable":true,"href":"https:\/\/dans.knaw.nl\/en\/wp-json\/wp\/v2\/pages\/12590"}],"wp:attachment":[{"href":"https:\/\/dans.knaw.nl\/en\/wp-json\/wp\/v2\/media?parent=13067"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}