{"id":4211,"date":"2023-07-12T19:52:17","date_gmt":"2023-07-12T19:52:17","guid":{"rendered":"https:\/\/statorials.org\/de\/matplotilb-tight_layout\/"},"modified":"2023-07-12T19:52:17","modified_gmt":"2023-07-12T19:52:17","slug":"matplotilb-tight_layout","status":"publish","type":"post","link":"https:\/\/statorials.org\/de\/matplotilb-tight_layout\/","title":{"rendered":"So verwenden sie tight_layout() in matplotlib"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Sie k\u00f6nnen die Funktion <strong>Tight_layout()<\/strong> in Matplotlib verwenden, um den Abstand zwischen und um Unterplots automatisch anzupassen.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Das folgende Beispiel zeigt, wie Sie diese Funktion in der Praxis nutzen k\u00f6nnen.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Beispiel: Verwendung von Tight_layout() in Matplotlib<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Angenommen, wir verwenden Matplotilb, um vier Unterplots in einem 2&#215;2-Raster zu erstellen:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#define data\n<\/span>x = [1, 2, 3]\ny = [7, 13, 24]\n\n<span style=\"color: #008080;\">#define layout for subplots\n<\/span>fig, ax = plt. <span style=\"color: #3366ff;\">subplots<\/span> (2, 2)\n\n<span style=\"color: #008080;\">#define subplot titles\n<\/span>ax[0, 0]. <span style=\"color: #3366ff;\">plot<\/span> (x,y,color=' <span style=\"color: #ff0000;\">red<\/span> ')\nax[0, 1]. <span style=\"color: #3366ff;\">plot<\/span> (x,y,color=' <span style=\"color: #ff0000;\">blue<\/span> ')\nax[1, 0]. <span style=\"color: #3366ff;\">plot<\/span> (x,y,color=' <span style=\"color: #ff0000;\">green<\/span> ')\nax[1, 1]. <span style=\"color: #3366ff;\">plot<\/span> (x,y,color=' <span style=\"color: #ff0000;\">purple<\/span> ')\n\n<span style=\"color: #008080;\">#add title to each subplot\n<\/span>ax[0, 0]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">First Subplot<\/span> ')\nax[0, 1]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Second Subplot<\/span> ')\nax[1, 0]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Third Subplot<\/span> ')\nax[1, 1]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Fourth Subplot<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-33315 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/serre1.jpg\" alt=\"\" width=\"466\" height=\"369\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Beachten Sie, dass zwischen den Nebenhandlungen nur ein minimaler Abstand vorhanden ist, was dazu f\u00fchrt, dass sich die Titel an einigen Stellen \u00fcberlappen.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Durch die Angabe von <strong>fig.tight_layout()<\/strong> k\u00f6nnen wir den Abstand zwischen und um Unterhandlungen automatisch anpassen:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#define data\n<\/span>x = [1, 2, 3]\ny = [7, 13, 24]\n\n<span style=\"color: #008080;\">#define layout for subplots\n<\/span>fig, ax = plt. <span style=\"color: #3366ff;\">subplots<\/span> (2, 2)\n\n<span style=\"color: #008080;\">#specify a tight layout<\/span>\nfig. <span style=\"color: #3366ff;\">tight_layout<\/span> ()\n\n<span style=\"color: #008080;\">#define subplot titles\n<\/span>ax[0, 0]. <span style=\"color: #3366ff;\">plot<\/span> (x,y,color=' <span style=\"color: #ff0000;\">red<\/span> ')\nax[0, 1]. <span style=\"color: #3366ff;\">plot<\/span> (x,y,color=' <span style=\"color: #ff0000;\">blue<\/span> ')\nax[1, 0]. <span style=\"color: #3366ff;\">plot<\/span> (x,y,color=' <span style=\"color: #ff0000;\">green<\/span> ')\nax[1, 1]. <span style=\"color: #3366ff;\">plot<\/span> (x,y,color=' <span style=\"color: #ff0000;\">purple<\/span> ')\n\n<span style=\"color: #008080;\">#add title to each subplot\n<\/span>ax[0, 0]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">First Subplot<\/span> ')\nax[0, 1]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Second Subplot<\/span> ')\nax[1, 0]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Third Subplot<\/span> ')\nax[1, 1]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Fourth Subplot<\/span> ')<\/strong><\/pre>\n<p> <strong><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-33316\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/serre2.jpg\" alt=\"Tight_layout Matplotlib-Beispiel\" width=\"531\" height=\"421\" srcset=\"\" sizes=\"\"><\/strong><\/p>\n<p> <span style=\"color: #000000;\">Beachten Sie, dass der Abstand zwischen und um Unterplots angepasst wurde, sodass sich die Plots in keinem Bereich mehr \u00fcberlappen.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Beachten Sie, dass die Funktion <strong>Tight_layout()<\/strong> ein <strong>Pad-<\/strong> Argument ben\u00f6tigt, um den Abstand zwischen der Figurkante und den Unterpfadkanten als Bruchteil der Schriftgr\u00f6\u00dfe anzugeben.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Der Standard- <strong>Pad-<\/strong> Wert betr\u00e4gt <strong>1,08<\/strong> . Wir k\u00f6nnen diesen Wert jedoch erh\u00f6hen, um den Abstand um die Pfade zu erh\u00f6hen:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#define data\n<\/span>x = [1, 2, 3]\ny = [7, 13, 24]\n\n<span style=\"color: #008080;\">#define layout for subplots\n<\/span>fig, ax = plt. <span style=\"color: #3366ff;\">subplots<\/span> (2, 2)\n\n<span style=\"color: #008080;\">#specify a tight layout with increased padding<\/span>\nfig. <span style=\"color: #3366ff;\">tight_layout<\/span> (pad=5)\n\n<span style=\"color: #008080;\">#define subplot titles\n<\/span>ax[0, 0]. <span style=\"color: #3366ff;\">plot<\/span> (x,y,color=' <span style=\"color: #ff0000;\">red<\/span> ')\nax[0, 1]. <span style=\"color: #3366ff;\">plot<\/span> (x,y,color=' <span style=\"color: #ff0000;\">blue<\/span> ')\nax[1, 0]. <span style=\"color: #3366ff;\">plot<\/span> (x,y,color=' <span style=\"color: #ff0000;\">green<\/span> ')\nax[1, 1]. <span style=\"color: #3366ff;\">plot<\/span> (x,y,color=' <span style=\"color: #ff0000;\">purple<\/span> ')\n\n<span style=\"color: #008080;\">#add title to each subplot\n<\/span>ax[0, 0]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">First Subplot<\/span> ')\nax[0, 1]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Second Subplot<\/span> ')\nax[1, 0]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Third Subplot<\/span> ')\nax[1, 1]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Fourth Subplot<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-33317\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/serre3.jpg\" alt=\"Matplotlib Tight_layout mit erh\u00f6hter Polsterung\" width=\"526\" height=\"379\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Beachten Sie, dass die F\u00fcllung rund um die Grundst\u00fccke deutlich zugenommen hat.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Sie k\u00f6nnen den Wert des <strong>Pad-<\/strong> Arguments jederzeit anpassen, um den Abstand um die Pfade so weit zu erh\u00f6hen, wie Sie m\u00f6chten.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Zus\u00e4tzliche Ressourcen<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Die folgenden Tutorials erkl\u00e4ren, wie Sie andere h\u00e4ufige Aufgaben in Matplotlib ausf\u00fchren:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/de\/titel-der-matplotlib-nebenhandlung\/\" target=\"_blank\" rel=\"noopener\">So f\u00fcgen Sie Unterhandlungen in Matplotlib einen Titel hinzu<\/a><br \/> <a href=\"https:\/\/statorials.org\/de\/matplotlib-subplotgrosse\/\" target=\"_blank\" rel=\"noopener\">So passen Sie die Gr\u00f6\u00dfe des Unterplots in Matplotlib an<\/a><br \/> <a href=\"https:\/\/statorials.org\/de\/unterplotabstand-matplotlib\/\" target=\"_blank\" rel=\"noopener\">So passen Sie den Abstand zwischen Matplotlib-Unterplots an<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sie k\u00f6nnen die Funktion Tight_layout() in Matplotlib verwenden, um den Abstand zwischen und um Unterplots automatisch anzupassen. Das folgende Beispiel zeigt, wie Sie diese Funktion in der Praxis nutzen k\u00f6nnen. Beispiel: Verwendung von Tight_layout() in Matplotlib Angenommen, wir verwenden Matplotilb, um vier Unterplots in einem 2&#215;2-Raster zu erstellen: import matplotlib. pyplot as plt #define data [&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":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>So verwenden Sie Tight_layout() in Matplotlib \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"In diesem Tutorial wird erl\u00e4utert, wie Sie Tight_layout in Matplotilb verwenden, um mehrere Plots mit optimalem Abstand zu erstellen, einschlie\u00dflich eines Beispiels.\" \/>\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\/de\/matplotilb-tight_layout\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"So verwenden Sie Tight_layout() in Matplotlib \u2013 Statorials\" \/>\n<meta property=\"og:description\" content=\"In diesem Tutorial wird erl\u00e4utert, wie Sie Tight_layout in Matplotilb verwenden, um mehrere Plots mit optimalem Abstand zu erstellen, einschlie\u00dflich eines Beispiels.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/de\/matplotilb-tight_layout\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-12T19:52:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/serre1.jpg\" \/>\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=\"3 Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/de\/matplotilb-tight_layout\/\",\"url\":\"https:\/\/statorials.org\/de\/matplotilb-tight_layout\/\",\"name\":\"So verwenden Sie Tight_layout() in Matplotlib \u2013 Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/de\/#website\"},\"datePublished\":\"2023-07-12T19:52:17+00:00\",\"dateModified\":\"2023-07-12T19:52:17+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/de\/#\/schema\/person\/ec75c4d6365f2708f8a0ad3a42121aa0\"},\"description\":\"In diesem Tutorial wird erl\u00e4utert, wie Sie Tight_layout in Matplotilb verwenden, um mehrere Plots mit optimalem Abstand zu erstellen, einschlie\u00dflich eines Beispiels.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/de\/matplotilb-tight_layout\/#breadcrumb\"},\"inLanguage\":\"de-DE\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/de\/matplotilb-tight_layout\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/de\/matplotilb-tight_layout\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Heim\",\"item\":\"https:\/\/statorials.org\/de\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"So verwenden sie tight_layout() in matplotlib\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/de\/#website\",\"url\":\"https:\/\/statorials.org\/de\/\",\"name\":\"Statorials\",\"description\":\"Ihr Leitfaden f\u00fcr statistische Kompetenz !\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/de\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"de-DE\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/de\/#\/schema\/person\/ec75c4d6365f2708f8a0ad3a42121aa0\",\"name\":\"Dr. Benjamin Anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de-DE\",\"@id\":\"https:\/\/statorials.org\/de\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/de\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/de\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr. Benjamin Anderson\"},\"description\":\"Hallo, ich bin Benjamin, ein pensionierter Statistikprofessor, der sich zum engagierten Statorials-Lehrer entwickelt hat. 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