{"id":2469,"date":"2023-07-22T03:30:18","date_gmt":"2023-07-22T03:30:18","guid":{"rendered":"https:\/\/statorials.org\/nl\/pandas-splitsen-het-dataframe-op-kolomwaarde\/"},"modified":"2023-07-22T03:30:18","modified_gmt":"2023-07-22T03:30:18","slug":"pandas-splitsen-het-dataframe-op-kolomwaarde","status":"publish","type":"post","link":"https:\/\/statorials.org\/nl\/pandas-splitsen-het-dataframe-op-kolomwaarde\/","title":{"rendered":"Panda&#39;s: een dataframe splitsen op kolomwaarde"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">U kunt de volgende basissyntaxis gebruiken om een Panda&#8217;s DataFrame te splitsen op kolomwaarde:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define value to split on<\/span>\nx = 20\n\n<span style=\"color: #008080;\">#define df1 as DataFrame where 'column_name' is &gt;= 20<\/span>\ndf1 = df[df[' <span style=\"color: #ff0000;\">column_name<\/span> '] <span style=\"color: #800080;\">&gt;=<\/span> x]\n\n<span style=\"color: #008080;\">#define df2 as DataFrame where 'column_name' is &lt; 20<\/span>\ndf2 = df[df[' <span style=\"color: #ff0000;\">column_name<\/span> '] <span style=\"color: #800080;\">&lt;<\/span> x]\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Het volgende voorbeeld laat zien hoe u deze syntaxis in de praktijk kunt gebruiken.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Voorbeeld: Panda&#8217;s DataFrame splitsen op kolomwaarde<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Stel dat we de volgende panda&#8217;s DataFrame hebben:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [22, 24, 19, 18, 14, 29, 31, 16],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 10, 6, 6, 5, 9, 12]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n        team points rebounds\n0 to 22 11\n1 B 24 8\n2 C 19 10\n3 D 18 6\n4 E 14 6\n5 F 29 5\n6 G 31 9\n7:16:12<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">We kunnen de volgende code gebruiken om het DataFrame in twee DataFrames te splitsen, waarbij de eerste de rijen bevat waarin de &#8222;punten&#8220; groter dan of gelijk zijn aan 20 en de tweede de rijen bevat waarin de &#8222;punten&#8220; kleiner zijn dan 20:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define value to split on<\/span>\nx = 20\n\n<span style=\"color: #008080;\">#define df1 as DataFrame where 'points' is &gt;= 20<\/span>\ndf1 = df[df[' <span style=\"color: #ff0000;\">points<\/span> '] <span style=\"color: #800080;\">&gt;=<\/span> x]\n\n<span style=\"color: #008000;\">print<\/span> (df1)\n\n  team points rebounds\n0 to 22 11\n1 B 24 8\n5 F 29 5\n6 G 31 9\n\n<span style=\"color: #008080;\">#define df2 as DataFrame where 'points' is &lt; 20<\/span>\ndf2 = df[df[' <span style=\"color: #ff0000;\">points<\/span> '] <span style=\"color: #800080;\">&lt;<\/span> x]\n\n<span style=\"color: #008000;\">print<\/span> (df2)\n\n  team points rebounds\n2 C 19 10\n3 D 18 6\n4 E 14 6\n7:16:12\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Merk op dat we ook de functie <strong>reset_index()<\/strong> kunnen gebruiken om de indexwaarden voor elk resulterend DataFrame opnieuw in te stellen:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define value to split on<\/span>\nx = 20\n\n<span style=\"color: #008080;\">#define df1 as DataFrame where 'points' is &gt;= 20<\/span>\ndf1 = df[df[' <span style=\"color: #ff0000;\">points<\/span> '] <span style=\"color: #800080;\">&gt;=<\/span> x]. <span style=\"color: #3366ff;\">reset_index<\/span> (drop= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008000;\">print<\/span> (df1)\n\n  team points rebounds\n0 to 22 11\n1 B 24 8\n2 F 29 5\n3 G 31 9\n\n<span style=\"color: #008080;\">#define df2 as DataFrame where 'points' is &lt; 20<\/span>\ndf2 = df[df[' <span style=\"color: #ff0000;\">points<\/span> '] <span style=\"color: #800080;\">&lt;<\/span> x]. <span style=\"color: #3366ff;\">reset_index<\/span> (drop= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008000;\">print<\/span> (df2)\n\n  team points rebounds\n0 C 19 10\n1 D 18 6\n2 E 14 6\n3:16:12<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Merk op dat de index van elk resulterend DataFrame nu begint bij 0.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Aanvullende bronnen<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">In de volgende tutorials wordt uitgelegd hoe u andere veelvoorkomende fouten in Python kunt oplossen:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/nl\/pandas-sleutelfout\/\" target=\"_blank\" rel=\"noopener\">Hoe KeyError in Panda&#8217;s te repareren<\/a><br \/> <a href=\"https:\/\/statorials.org\/nl\/valueerror-kan-float-nan-niet-omzetten-in-geheel-getal\/\" target=\"_blank\" rel=\"noopener\">Oplossing: ValueError: Kan float NaN niet naar int converteren<\/a><br \/> <a href=\"https:\/\/statorials.org\/nl\/de-operanden-konden-niet-met-de-formulieren-worden-uitgezonden\/\" target=\"_blank\" rel=\"noopener\">Oplossing: ValueError: Operanden konden niet worden uitgezonden met vormen<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>U kunt de volgende basissyntaxis gebruiken om een Panda&#8217;s DataFrame te splitsen op kolomwaarde: #define value to split on x = 20 #define df1 as DataFrame where &#8218;column_name&#8216; is &gt;= 20 df1 = df[df[&#8218; column_name &#8218;] &gt;= x] #define df2 as DataFrame where &#8218;column_name&#8216; is &lt; 20 df2 = df[df[&#8218; column_name &#8218;] &lt; x] Het [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-2469","post","type-post","status-publish","format-standard","hentry","category-gids"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Panda&#039;s: een DataFrame splitsen op kolomwaarde - Statorials<\/title>\n<meta name=\"description\" content=\"In deze zelfstudie wordt uitgelegd hoe u een Panda&#039;s DataFrame op kolomwaarde kunt splitsen, met verschillende voorbeelden.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/nl\/pandas-splitsen-het-dataframe-op-kolomwaarde\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Panda&#039;s: een DataFrame splitsen op kolomwaarde - Statorials\" \/>\n<meta property=\"og:description\" content=\"In deze zelfstudie wordt uitgelegd hoe u een Panda&#039;s DataFrame op kolomwaarde kunt splitsen, met verschillende voorbeelden.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/nl\/pandas-splitsen-het-dataframe-op-kolomwaarde\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-22T03:30:18+00:00\" \/>\n<meta name=\"author\" content=\"Dr.benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr.benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/nl\/pandas-splitsen-het-dataframe-op-kolomwaarde\/\",\"url\":\"https:\/\/statorials.org\/nl\/pandas-splitsen-het-dataframe-op-kolomwaarde\/\",\"name\":\"Panda&#39;s: een DataFrame splitsen op kolomwaarde - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/nl\/#website\"},\"datePublished\":\"2023-07-22T03:30:18+00:00\",\"dateModified\":\"2023-07-22T03:30:18+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/nl\/#\/schema\/person\/d4b8842173cca1bb62cdec41860e4219\"},\"description\":\"In deze zelfstudie wordt uitgelegd hoe u een Panda&#39;s DataFrame op kolomwaarde kunt splitsen, met verschillende voorbeelden.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/nl\/pandas-splitsen-het-dataframe-op-kolomwaarde\/#breadcrumb\"},\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/nl\/pandas-splitsen-het-dataframe-op-kolomwaarde\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/nl\/pandas-splitsen-het-dataframe-op-kolomwaarde\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Thuis\",\"item\":\"https:\/\/statorials.org\/nl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Panda&#39;s: een dataframe splitsen op kolomwaarde\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/nl\/#website\",\"url\":\"https:\/\/statorials.org\/nl\/\",\"name\":\"Statorials\",\"description\":\"Uw gids voor statistische competentie\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/nl\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"de\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/nl\/#\/schema\/person\/d4b8842173cca1bb62cdec41860e4219\",\"name\":\"Dr.benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\/\/statorials.org\/nl\/#\/schema\/person\/image\/\",\"url\":\"http:\/\/statorials.org\/nl\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"http:\/\/statorials.org\/nl\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr.benjamin anderson\"},\"description\":\"Ik ben Benjamin, een gepensioneerde hoogleraar statistiek die nu een toegewijde Statorials-lesgever is. 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