{"id":1326,"date":"2023-07-26T20:52:11","date_gmt":"2023-07-26T20:52:11","guid":{"rendered":"https:\/\/statorials.org\/pl\/wykresl-wiele-linii-matplotlib\/"},"modified":"2023-07-26T20:52:11","modified_gmt":"2023-07-26T20:52:11","slug":"wykresl-wiele-linii-matplotlib","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/wykresl-wiele-linii-matplotlib\/","title":{"rendered":"Jak wykre\u015bli\u0107 wiele linii w matplotlib"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Mo\u017cesz wy\u015bwietli\u0107 wiele linii na pojedynczym wykresie Matplotlib, u\u017cywaj\u0105c nast\u0119puj\u0105cej sk\u0142adni:<\/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\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">column1<\/span> '])\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">column2<\/span> '])\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">column3<\/span> '])\n\n...\nplt. <span style=\"color: #3366ff;\">show<\/span> ()\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">W tym samouczku przedstawiono kilka przyk\u0142ad\u00f3w wykre\u015blania wielu linii na wykresie przy u\u017cyciu nast\u0119puj\u0105cej ramki DataFrame pand:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import <span style=\"color: #000000;\">numpy<\/span> as <span style=\"color: #000000;\">np<\/span> \nimport<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#make this example reproducible\n<\/span>n.p. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">seeds<\/span> (0)\n\n<span style=\"color: #008080;\">#create dataset\n<\/span>period = np. <span style=\"color: #3366ff;\">arange<\/span> (1, 101, 1)\nleads = np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">uniform<\/span> (1, 50, 100)\nprospects = np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">uniform<\/span> (40, 80, 100)\nsales = 60 + 2*period + np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">normal<\/span> (loc=0, scale=.5*period, size=100)\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #008000;\">period<\/span> ': period, \n                   ' <span style=\"color: #008000;\">leads<\/span> ': leads,\n                   ' <span style=\"color: #008000;\">prospects<\/span> ': prospects,\n                   ' <span style=\"color: #008000;\">sales<\/span> ': sales})\n\n<span style=\"color: #008080;\">#view first 10 rows\n<\/span>df. <span style=\"color: #3366ff;\">head<\/span> (10)\n\n\n        period leads sales prospects\n0 1 27.891862 67.112661 62.563318\n1 2 36.044279 50.800319 62.920068\n2 3 30.535405 69.407761 64.278797\n3 4 27.699276 78.487542 67.124360\n4 5 21.759085 49.950126 68.754919\n5 6 32.648812 63.046293 77.788596\n6 7 22.441773 63.681677 77.322973\n7 8 44.696877 62.890076 76.350205\n8 9 48.219475 48.923265 72.485540\n9 10 19.788634 78.109960 84.221815\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Wykre\u015bl wiele linii w Matplotlib<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje, jak wykre\u015bli\u0107 trzy pojedyncze linie na jednym wykresie w matplotlib:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt<\/span>\n\n#plot individual lines<\/span>\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">leads<\/span> '])<\/span>\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">prospects<\/span> '])<\/span>\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">sales<\/span> '])\n\n<\/span><span style=\"color: #008080;\">#displayplot<\/span>\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">show<\/span> ()<\/span>\n<\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12965 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multmatplotlib1.png\" alt=\"Wiele linii na wykresie Matplotlib\" width=\"453\" height=\"391\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Dostosuj linie w Matplotlib<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Mo\u017cesz tak\u017ce dostosowa\u0107 kolor, styl i szeroko\u015b\u0107 ka\u017cdej linii:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#plot individual lines with custom colors, styles, and widths<\/span>\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">leads<\/span> '], color=' <span style=\"color: #008000;\">green<\/span> ')\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">prospects<\/span> '], color=' <span style=\"color: #008000;\">steelblue<\/span> ', linewidth= <span style=\"color: #008000;\">4<\/span> )\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">sales<\/span> '], color=' <span style=\"color: #008000;\">purple<\/span> ', linestyle=' <span style=\"color: #008000;\">dashed<\/span> ')\n\n<\/span><span style=\"color: #008080;\">#displayplot<\/span>\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">show<\/span> ()<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12966 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multmatplotlib2.png\" alt=\"Dostosuj wiele linii w Matplotlib\" width=\"438\" height=\"368\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Dodaj legend\u0119 w Matplotlib<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Mo\u017cesz tak\u017ce doda\u0107 podpis, aby rozr\u00f3\u017cni\u0107 linie:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#plot individual lines with custom colors, styles, and widths<\/span>\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">leads<\/span> '], label=' <span style=\"color: #008000;\">Leads<\/span> ', color=' <span style=\"color: #008000;\">green<\/span> ')\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">prospects<\/span> '], label=' <span style=\"color: #008000;\">Prospects<\/span> ', color=' <span style=\"color: #008000;\">steelblue<\/span> ', linewidth= <span style=\"color: #008000;\">4<\/span> )\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">sales<\/span> '], label=' <span style=\"color: #008000;\">Sales<\/span> ', color=' <span style=\"color: #008000;\">purple<\/span> ', linestyle=' <span style=\"color: #008000;\">dashed<\/span> ')\n\n<span style=\"color: #008080;\">#add legend\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">legend<\/span> ()<\/span>\n\n<\/span><\/span><span style=\"color: #008080;\">#displayplot<\/span>\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">show<\/span> ()<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12967 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multmatplotlib3.png\" alt=\"Dodaj legend\u0119 dla wielu linii w Matplotlib\" width=\"449\" height=\"379\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Dodaj etykiety osi i tytu\u0142y w Matplotlib<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Na koniec mo\u017cesz doda\u0107 etykiety osi i tytu\u0142, aby zako\u0144czy\u0107 wykres:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#plot individual lines with custom colors, styles, and widths<\/span>\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">leads<\/span> '], label=' <span style=\"color: #008000;\">Leads<\/span> ', color=' <span style=\"color: #008000;\">green<\/span> ')\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">prospects<\/span> '], label=' <span style=\"color: #008000;\">Prospects<\/span> ', color=' <span style=\"color: #008000;\">steelblue<\/span> ', linewidth= <span style=\"color: #008000;\">4<\/span> )\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #008000;\">sales<\/span> '], label=' <span style=\"color: #008000;\">Sales<\/span> ', color=' <span style=\"color: #008000;\">purple<\/span> ', linestyle=' <span style=\"color: #008000;\">dashed<\/span> ')\n\n<span style=\"color: #008080;\">#add legend\n<span style=\"color: #000000;\">plt.<\/span> <span style=\"color: #3366ff;\">legend<\/span> <span style=\"color: #000000;\">()<\/span>\n\n#add axis labels and a title\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">ylabel<\/span> (' <span style=\"color: #008000;\">Sales<\/span> ', fontsize= <span style=\"color: #008000;\">14<\/span> )<\/span>\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #008000;\">Period<\/span> ', fontsize= <span style=\"color: #008000;\">14<\/span> )<\/span>\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">title<\/span> (' <span style=\"color: #008000;\">Company Metrics<\/span> ', fontsize= <span style=\"color: #008000;\">16<\/span> )<\/span>\n\n<\/span><\/span><span style=\"color: #008080;\">#displayplot<\/span>\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">show<\/span> ()<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12968 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multmatplotlib4.png\" alt=\"\" width=\"460\" height=\"395\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><em>Wi\u0119cej samouczk\u00f3w dotycz\u0105cych Matplotlib znajdziesz <a href=\"https:\/\/statorials.org\" target=\"_blank\" rel=\"noopener\">tutaj<\/a> .<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mo\u017cesz wy\u015bwietli\u0107 wiele linii na pojedynczym wykresie Matplotlib, u\u017cywaj\u0105c nast\u0119puj\u0105cej sk\u0142adni: import matplotlib. pyplot as plt plt. plot (df[&#8217; column1 &#8217;]) plt. plot (df[&#8217; column2 &#8217;]) plt. plot (df[&#8217; column3 &#8217;]) &#8230; plt. show () W tym samouczku przedstawiono kilka przyk\u0142ad\u00f3w wykre\u015blania wielu linii na wykresie przy u\u017cyciu nast\u0119puj\u0105cej ramki DataFrame pand: import numpy as [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1326","post","type-post","status-publish","format-standard","hentry","category-przewodnik"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Jak wykre\u015bli\u0107 wiele linii w Matplotlib - Statologia<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, jak wykre\u015bli\u0107 i dostosowa\u0107 wiele linii w Matplotlib, podaj\u0105c kilka przyk\u0142ad\u00f3w.\" \/>\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\/pl\/wykresl-wiele-linii-matplotlib\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak wykre\u015bli\u0107 wiele linii w Matplotlib - Statologia\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, jak wykre\u015bli\u0107 i dostosowa\u0107 wiele linii w Matplotlib, podaj\u0105c kilka przyk\u0142ad\u00f3w.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/wykresl-wiele-linii-matplotlib\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-26T20:52:11+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multmatplotlib1.png\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisane przez\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pl\/wykresl-wiele-linii-matplotlib\/\",\"url\":\"https:\/\/statorials.org\/pl\/wykresl-wiele-linii-matplotlib\/\",\"name\":\"Jak wykre\u015bli\u0107 wiele linii w Matplotlib - Statologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-26T20:52:11+00:00\",\"dateModified\":\"2023-07-26T20:52:11+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, jak wykre\u015bli\u0107 i dostosowa\u0107 wiele linii w Matplotlib, podaj\u0105c kilka przyk\u0142ad\u00f3w.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/wykresl-wiele-linii-matplotlib\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/wykresl-wiele-linii-matplotlib\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/wykresl-wiele-linii-matplotlib\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Jak wykre\u015bli\u0107 wiele linii w matplotlib\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/pl\/#website\",\"url\":\"https:\/\/statorials.org\/pl\/\",\"name\":\"Statorials\",\"description\":\"Tw\u00f3j przewodnik po kompetencjach statystycznych!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/pl\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"pl-PL\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\",\"name\":\"Benjamin Anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin Anderson\"},\"description\":\"Cze\u015b\u0107, jestem Benjamin i jestem emerytowanym profesorem statystyki, kt\u00f3ry zosta\u0142 oddanym nauczycielem Statorials. 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