{"id":3609,"date":"2023-07-16T13:40:47","date_gmt":"2023-07-16T13:40:47","guid":{"rendered":"https:\/\/statorials.org\/pl\/histogram-pand-wedlug-grup\/"},"modified":"2023-07-16T13:40:47","modified_gmt":"2023-07-16T13:40:47","slug":"histogram-pand-wedlug-grup","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/histogram-pand-wedlug-grup\/","title":{"rendered":"Jak wykre\u015bli\u0107 histogramy wed\u0142ug grup w pandach"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Do wykre\u015blania histogram\u00f3w wed\u0142ug grup w ramce DataFrame pand mo\u017cna u\u017cy\u0107 nast\u0119puj\u0105cych metod:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metoda 1: Wykre\u015bl histogramy wed\u0142ug grup, korzystaj\u0105c z wielu wykres\u00f3w<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[' <span style=\"color: #ff0000;\">values_var<\/span> ']. <span style=\"color: #3366ff;\">hist<\/span> (by=df[' <span style=\"color: #ff0000;\">group_var<\/span> '])\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metoda 2: Wykre\u015bl histogramy wed\u0142ug grup, korzystaj\u0105c z pojedynczego wykresu<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>plt. <span style=\"color: #3366ff;\">hist<\/span> (group1, alpha= <span style=\"color: #008000;\">0.5<\/span> , label=' <span style=\"color: #ff0000;\">group1<\/span> ')<\/strong><\/span>\n<span style=\"color: #000000;\"><strong>plt. <span style=\"color: #3366ff;\">hist<\/span> (group2, alpha= <span style=\"color: #008000;\">0.5<\/span> , label=' <span style=\"color: #ff0000;\">group2<\/span> ')<\/strong><\/span>\n<span style=\"color: #000000;\"><strong>plt. <span style=\"color: #3366ff;\">hist<\/span> (group3, alpha= <span style=\"color: #008000;\">0.5<\/span> , label=' <span style=\"color: #ff0000;\">group3<\/span> ')<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Poni\u017csze przyk\u0142ady pokazuj\u0105, jak zastosowa\u0107 ka\u017cd\u0105 metod\u0119 w praktyce z nast\u0119puj\u0105c\u0105 ramk\u0105 DataFrame pand, kt\u00f3ra pokazuje punkty zdobyte przez koszykarzy z trzech r\u00f3\u017cnych dru\u017cyn:<\/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<span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\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> (1)\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': <span style=\"color: #3366ff;\">np.repeat<\/span> ([' <span style=\"color: #ff0000;\">A<\/span> ',' <span style=\"color: #ff0000;\">B<\/span> ',' <span style=\"color: #ff0000;\">C<\/span> '], <span style=\"color: #008000;\">100<\/span> ),\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">normal<\/span> (loc= <span style=\"color: #008000;\">20<\/span> , scale= <span style=\"color: #008000;\">2<\/span> , size= <span style=\"color: #008000;\">300<\/span> )})\n\n<span style=\"color: #008080;\">#view head of DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df.head<\/span> ())\n\n  team points\n0 A 23.248691\n1 A 18.776487\n2 A 18.943656\n3 A 17.854063\n4 A 21.730815<\/span><\/span><\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>Przyk\u0142ad 1: Wykre\u015bl histogramy wed\u0142ug grup, korzystaj\u0105c z wielu wykres\u00f3w<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje jak utworzy\u0107 trzy histogramy przedstawiaj\u0105ce rozk\u0142ad punkt\u00f3w zdobytych przez zawodnik\u00f3w ka\u017cdej z trzech dru\u017cyn:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create histograms of points by team\n<\/span>df[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">hist<\/span> (by=df[' <span style=\"color: #ff0000;\">team<\/span> '])\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29728 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/histgroup1.jpg\" alt=\"\" width=\"525\" height=\"411\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Mo\u017cemy r\u00f3wnie\u017c u\u017cy\u0107 argumentu <strong>kolor kraw\u0119dzi<\/strong> , aby doda\u0107 linie kraw\u0119dzi do ka\u017cdego histogramu, oraz argumentu <strong>figsize<\/strong> , aby zwi\u0119kszy\u0107 rozmiar ka\u017cdego histogramu, aby u\u0142atwi\u0107 jego wizualizacj\u0119:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create histograms of points by team\n<\/span>df[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">hist<\/span> (by=df[' <span style=\"color: #ff0000;\">team<\/span> '], edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ', figsize = ( <span style=\"color: #008000;\">8<\/span> , <span style=\"color: #008000;\">6<\/span> ))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29729 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/histgroup2.jpg\" alt=\"\" width=\"603\" height=\"457\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Przyk\u0142ad 2: Wykre\u015bl histogramy wed\u0142ug grup, korzystaj\u0105c z pojedynczego wykresu<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje, jak utworzy\u0107 trzy histogramy i umie\u015bci\u0107 je wszystkie na tym samym wykresie:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> matplotlib.pyplot <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#define points values by group\n<\/span>A = df. <span style=\"color: #3366ff;\">loc<\/span> [df[' <span style=\"color: #ff0000;\">team<\/span> '] == ' <span style=\"color: #ff0000;\">A<\/span> ', ' <span style=\"color: #ff0000;\">points<\/span> ']\nB = df. <span style=\"color: #3366ff;\">loc<\/span> [df[' <span style=\"color: #ff0000;\">team<\/span> '] == ' <span style=\"color: #ff0000;\">B<\/span> ', ' <span style=\"color: #ff0000;\">points<\/span> ']\nC = df. <span style=\"color: #3366ff;\">loc<\/span> [df[' <span style=\"color: #ff0000;\">team<\/span> '] == ' <span style=\"color: #ff0000;\">C<\/span> ', ' <span style=\"color: #ff0000;\">points<\/span> ']\n\n<span style=\"color: #008080;\">#add three histograms to one plot\n<\/span>plt. <span style=\"color: #3366ff;\">hist<\/span> (A, alpha= <span style=\"color: #008000;\">0.5<\/span> , label=' <span style=\"color: #ff0000;\">A<\/span> ')\nplt. <span style=\"color: #3366ff;\">hist<\/span> (B, alpha= <span style=\"color: #008000;\">0.5<\/span> , label=' <span style=\"color: #ff0000;\">B<\/span> ')\nplt. <span style=\"color: #3366ff;\">hist<\/span> (C, alpha= <span style=\"color: #008000;\">0.5<\/span> , label=' <span style=\"color: #ff0000;\">C<\/span> ')\n\n<span style=\"color: #008080;\">#add plot title and axis labels\n<\/span>plt. <span style=\"color: #3366ff;\">title<\/span> (' <span style=\"color: #ff0000;\">Points Distribution by Team<\/span> ')\nplt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #ff0000;\">Points<\/span> ')\nplt. <span style=\"color: #3366ff;\">ylabel<\/span> (' <span style=\"color: #ff0000;\">Frequency<\/span> ')\n\n<span style=\"color: #008080;\">#add legend\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> (title=' <span style=\"color: #ff0000;\">Team<\/span> ')\n\n<span style=\"color: #008080;\">#displayplot\n<\/span>plt. <span style=\"color: #3366ff;\">show<\/span> ()\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29730 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/histgroup3.jpg\" alt=\"\" width=\"504\" height=\"402\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Efektem ko\u0144cowym jest wykres przedstawiaj\u0105cy trzy histogramy u\u0142o\u017cone jeden na drugim.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Uwaga<\/strong> : Argument <strong>alfa<\/strong> okre\u015bla przezroczysto\u015b\u0107 ka\u017cdego histogramu. Warto\u015b\u0107 ta mo\u017ce wynosi\u0107 od 0 do 1. Ustawiaj\u0105c t\u0119 warto\u015b\u0107 na 0,5 mo\u017cemy lepiej zwizualizowa\u0107 ka\u017cdy na\u0142o\u017cony histogram.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Dodatkowe zasoby<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Poni\u017csze samouczki wyja\u015bniaj\u0105, jak tworzy\u0107 inne popularne w\u0105tki w Pythonie:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pl\/wykresl-wiele-linii-matplotlib\/\" target=\"_blank\" rel=\"noopener\">Jak wykre\u015bli\u0107 wiele linii w Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/pandy-w-pude\u0142ku\/\" target=\"_blank\" rel=\"noopener\">Jak utworzy\u0107 wykres pude\u0142kowy z Pandas DataFrame<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/wykres-wielokolumnowy-pand\/\" target=\"_blank\" rel=\"noopener\">Jak wykre\u015bli\u0107 wiele kolumn Pand na wykresie s\u0142upkowym<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Do wykre\u015blania histogram\u00f3w wed\u0142ug grup w ramce DataFrame pand mo\u017cna u\u017cy\u0107 nast\u0119puj\u0105cych metod: Metoda 1: Wykre\u015bl histogramy wed\u0142ug grup, korzystaj\u0105c z wielu wykres\u00f3w df[&#8217; values_var &#8217;]. hist (by=df[&#8217; group_var &#8217;]) Metoda 2: Wykre\u015bl histogramy wed\u0142ug grup, korzystaj\u0105c z pojedynczego wykresu plt. hist (group1, alpha= 0.5 , label=&#8217; group1 &#8217;) plt. hist (group2, alpha= 0.5 , [&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-3609","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 rysowa\u0107 histogramy wed\u0142ug grup w pandach \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, jak tworzy\u0107 histogramy grupowe w pandach, 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\/histogram-pand-wedlug-grup\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak rysowa\u0107 histogramy wed\u0142ug grup w pandach \u2013 Statorials\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, jak tworzy\u0107 histogramy grupowe w pandach, podaj\u0105c kilka przyk\u0142ad\u00f3w.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/histogram-pand-wedlug-grup\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-16T13:40:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/histgroup1.jpg\" \/>\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=\"3 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pl\/histogram-pand-wedlug-grup\/\",\"url\":\"https:\/\/statorials.org\/pl\/histogram-pand-wedlug-grup\/\",\"name\":\"Jak rysowa\u0107 histogramy wed\u0142ug grup w pandach \u2013 Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-16T13:40:47+00:00\",\"dateModified\":\"2023-07-16T13:40:47+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, jak tworzy\u0107 histogramy grupowe w pandach, podaj\u0105c kilka przyk\u0142ad\u00f3w.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/histogram-pand-wedlug-grup\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/histogram-pand-wedlug-grup\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/histogram-pand-wedlug-grup\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Jak wykre\u015bli\u0107 histogramy wed\u0142ug grup w pandach\"}]},{\"@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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