{"id":2238,"date":"2023-07-23T03:16:00","date_gmt":"2023-07-23T03:16:00","guid":{"rendered":"https:\/\/statorials.org\/nl\/mariene-subplots\/"},"modified":"2023-07-23T03:16:00","modified_gmt":"2023-07-23T03:16:00","slug":"mariene-subplots","status":"publish","type":"post","link":"https:\/\/statorials.org\/nl\/mariene-subplots\/","title":{"rendered":"Subplots maken in seaborn (met voorbeelden)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">U kunt de volgende basissyntaxis gebruiken om subplots te maken in de <a href=\"https:\/\/seaborn.pydata.org\/\" target=\"_blank\" rel=\"noopener\">Seaborn-<\/a> gegevensvisualisatiebibliotheek in Python:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#define dimensions of subplots (rows, columns)\n<\/span>fig, axes = plt. <span style=\"color: #3366ff;\">subplots<\/span> (2, 2)\n\n<span style=\"color: #008080;\">#create chart in each subplot\n<\/span>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', ax=axes[0,0])\nsns. <span style=\"color: #3366ff;\">boxplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">assists<\/span> ', ax=axes[0,1])\n\n...\n<\/strong><\/span><\/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: subplots maken in Seaborn<\/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<span style=\"color: #000000;\">\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [19, 12, 15, 14, 19, 23, 25, 29],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [13, 15, 11, 8, 6, 8, 11, 14],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 7, 8, 12, 13, 7, 6, 8],\n                   ' <span style=\"color: #ff0000;\">blocks<\/span> ': [1, 2, 2, 3, 5, 4, 3, 3]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists rebounds blocks\n0 A 19 13 11 1\n1 A 12 15 7 2\n2 A 15 11 8 2\n3 A 14 8 12 3\n4 B 19 6 13 5\n5 B 23 8 7 4\n6 B 25 11 6 3\n7 B 29 14 8 3<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">De volgende code laat zien hoe u een plotgebied met twee rijen en twee kolommen definieert en in elke subplot een boxplot maakt voor elk van de vier numerieke variabelen in het DataFrame:<\/span> <\/p>\n<pre style=\"background-color: #ececec;\"> <span style=\"font-size: 15px; color: #008000; font-weight: bold;\">import<\/span> <span style=\"font-size: 15px;\"><b>matplotlib.<\/b><\/span> <span style=\"font-size: 15px; color: #3366ff; font-weight: bold;\">pyplot<\/span><b> <\/b><span style=\"font-size: 15px; color: #008000; font-weight: bold;\">as<\/span> <span style=\"font-size: 15px;\"><b>plt\n<\/b><\/span><span style=\"font-size: 15px; color: #008000; font-weight: bold;\">import<\/span> <span style=\"font-size: 15px;\"><b>seaborn<\/b><\/span> <span style=\"font-size: 15px; color: #008000; font-weight: bold;\">as<\/span> <span style=\"font-size: 15px;\"><b>sns\n\n<span style=\"color: #008080;\">#set seaborn plotting aesthetics as default<\/span>\n<\/b><\/span><span style=\"font-size: 15px;\"><b>sns.<\/b><\/span> <span style=\"font-size: 15px; color: #3366ff; font-weight: bold;\">set<\/span> <span style=\"font-size: 15px;\"><b>()\n\n<span style=\"color: #008080;\">#define plotting region (2 rows, 2 columns)\n<\/span>fig, axes = plt.<\/b><\/span> <span style=\"font-size: 15px; color: #3366ff; font-weight: bold;\">subplots<\/span> <span style=\"font-size: 15px;\"><b>(2, 2)\n\n<\/b><\/span><span style=\"font-size: 15px; color: #008080; font-weight: bold;\">#create boxplot in each subplot\n<\/span><span style=\"font-size: 15px;\"><b>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', ax=axes[0,0])\nsns. <span style=\"color: #3366ff;\">boxplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">assists<\/span> ', ax=axes[0,1])\nsns. <span style=\"color: #3366ff;\">boxplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">rebounds<\/span> ', ax=axes[1,0])\nsns. <span style=\"color: #3366ff;\">boxplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">blocks<\/span> ', ax=axes[1,1])\n<\/b><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-20473\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seabornsub1.png\" alt=\"mariene subplots in Python\" width=\"636\" height=\"465\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">In dit voorbeeld hebben we een plotgebied gemaakt met twee rijen en twee kolommen en elke subplot gevuld met boxplots.<\/span><\/p>\n<p> <span style=\"color: #000000;\">We kunnen echter een vergelijkbare syntaxis gebruiken om een plotgebied met verschillende dimensies te maken en de subplots met verschillende grafieken te vullen.<\/span><\/p>\n<p> <span style=\"color: #000000;\">De volgende code laat bijvoorbeeld zien hoe u een plotgebied maakt met \u00e9\u00e9n rij en twee kolommen en elke plot vult met een vioolplot:<\/span> <\/p>\n<pre style=\"background-color: #ececec;\"> <span style=\"font-size: 15px; color: #008000; font-weight: bold;\">import<\/span> <span style=\"font-size: 15px;\"><b>matplotlib.<\/b><\/span> <span style=\"font-size: 15px; color: #3366ff; font-weight: bold;\">pyplot<\/span><b> <\/b><span style=\"font-size: 15px; color: #008000; font-weight: bold;\">as<\/span> <span style=\"font-size: 15px;\"><b>plt\n<\/b><\/span><span style=\"font-size: 15px; color: #008000; font-weight: bold;\">import<\/span> <span style=\"font-size: 15px;\"><b>seaborn<\/b><\/span> <span style=\"font-size: 15px; color: #008000; font-weight: bold;\">as<\/span> <span style=\"font-size: 15px;\"><b>sns\n\n<span style=\"color: #008080;\">#set seaborn plotting<\/span><\/b><\/span> <span style=\"color: #008080;\"><span style=\"font-size: 15px;\"><b>aesthetics<\/b><\/span><\/span> <span style=\"font-size: 15px;\"><b><span style=\"color: #008080;\">as default\n<\/span>sns.<\/b><\/span> <span style=\"font-size: 15px; color: #3366ff; font-weight: bold;\">set<\/span> <span style=\"font-size: 15px;\"><b>()\n\n<span style=\"color: #008080;\">#define plotting region (1 row, 2 columns)\n<\/span>fig, axes = plt.<\/b><\/span> <span style=\"font-size: 15px; color: #3366ff; font-weight: bold;\">subplots<\/span> <span style=\"font-size: 15px;\"><b>(1, 2)\n\n<\/b><\/span><span style=\"font-size: 15px; color: #008080; font-weight: bold;\">#create boxplot in each subplot\n<\/span><span style=\"font-size: 15px;\"><b>sns. <span style=\"color: #3366ff;\">violinplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', ax=axes[0])\nsns. <span style=\"color: #3366ff;\">violinplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">assists<\/span> ', ax=axes[1])\n<\/b><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20474 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seabornsub2.png\" alt=\"\" width=\"545\" height=\"382\" srcset=\"\" sizes=\"auto, \"><\/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 functies in Seaborn kunt uitvoeren:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/nl\/maritieme-titel\/\" target=\"_blank\" rel=\"noopener\">Een titel toevoegen aan Seaborn-plots<\/a><br \/> Hoe u de Seaborn-plot in een bestand kunt opslaan<br \/> <a href=\"https:\/\/statorials.org\/nl\/positie-van-de-zeelegende\/\" target=\"_blank\" rel=\"noopener\">Hoe de positie van een legende in Seaborn te veranderen<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>U kunt de volgende basissyntaxis gebruiken om subplots te maken in de Seaborn- gegevensvisualisatiebibliotheek in Python: #define dimensions of subplots (rows, columns) fig, axes = plt. subplots (2, 2) #create chart in each subplot sns. boxplot (data=df, x=&#8216; team &#8218;, y=&#8216; points &#8218;, ax=axes[0,0]) sns. boxplot (data=df, x=&#8216; team &#8218;, y=&#8216; assists &#8218;, ax=axes[0,1]) &#8230; [&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-2238","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>Subplots maken in Seaborn (met voorbeelden) - Statorials<\/title>\n<meta name=\"description\" content=\"In deze tutorial wordt uitgelegd hoe u subplots maakt in Seaborn, 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\/mariene-subplots\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Subplots maken in Seaborn (met voorbeelden) - Statorials\" \/>\n<meta property=\"og:description\" content=\"In deze tutorial wordt uitgelegd hoe u subplots maakt in Seaborn, met verschillende voorbeelden.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/nl\/mariene-subplots\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-23T03:16:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seabornsub1.png\" \/>\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\/mariene-subplots\/\",\"url\":\"https:\/\/statorials.org\/nl\/mariene-subplots\/\",\"name\":\"Subplots maken in Seaborn (met voorbeelden) - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/nl\/#website\"},\"datePublished\":\"2023-07-23T03:16:00+00:00\",\"dateModified\":\"2023-07-23T03:16:00+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/nl\/#\/schema\/person\/d4b8842173cca1bb62cdec41860e4219\"},\"description\":\"In deze tutorial wordt uitgelegd hoe u subplots maakt in Seaborn, met verschillende voorbeelden.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/nl\/mariene-subplots\/#breadcrumb\"},\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/nl\/mariene-subplots\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/nl\/mariene-subplots\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Thuis\",\"item\":\"https:\/\/statorials.org\/nl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Subplots maken in seaborn (met voorbeelden)\"}]},{\"@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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