{"id":4151,"date":"2023-07-13T06:07:54","date_gmt":"2023-07-13T06:07:54","guid":{"rendered":"https:\/\/statorials.org\/pl\/pojemniki-z-histogramem-pand\/"},"modified":"2023-07-13T06:07:54","modified_gmt":"2023-07-13T06:07:54","slug":"pojemniki-z-histogramem-pand","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/pojemniki-z-histogramem-pand\/","title":{"rendered":"Jak zmieni\u0107 liczb\u0119 pojemnik\u00f3w u\u017cywanych w histogramie pand"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Mo\u017cesz u\u017cy\u0107 argumentu <b>bins<\/b> , aby zmieni\u0107 liczb\u0119 pojemnik\u00f3w u\u017cywanych w histogramie pandy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">plot<\/span> . <span style=\"color: #3366ff;\">hist<\/span> (columns=[' <span style=\"color: #ff0000;\">my_column<\/span> '], bins= <span style=\"color: #008000;\">10<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Domy\u015blna liczba pojemnik\u00f3w u\u017cywanych w histogramie pandy wynosi 10.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Poni\u017cszy przyk\u0142ad pokazuje, jak w praktyce u\u017cywa\u0107 argumentu <b>bins<\/b> .<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Przyk\u0142ad: Jak zmieni\u0107 liczb\u0119 pojemnik\u00f3w w histogramie Pand<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Za\u0142\u00f3\u017cmy, \u017ce mamy nast\u0119puj\u0105c\u0105 ramk\u0119 DataFrame pand, kt\u00f3ra zawiera informacje o punktach zdobytych przez koszykarzy z 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: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">\n#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\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Je\u015bli utworzymy histogram w celu wizualizacji rozk\u0142adu warto\u015bci zmiennej <strong>punkty<\/strong> , pandy domy\u015blnie b\u0119d\u0105 u\u017cywa\u0107 w histogramie 10 przedzia\u0142\u00f3w:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create histogram to visualize distribution of points<\/span>\ndf. <span style=\"color: #3366ff;\">plot<\/span> . <span style=\"color: #3366ff;\">hist<\/span> (column=[' <span style=\"color: #ff0000;\">points<\/span> '], edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-32977 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pb1.png\" alt=\"\" width=\"488\" height=\"358\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Zauwa\u017c, \u017ce na histogramie znajduje si\u0119 10 s\u0142upk\u00f3w.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Za\u0142\u00f3\u017cmy jednak, \u017ce u\u017cyjemy argumentu <strong>bins<\/strong> , aby zmieni\u0107 ca\u0142kowit\u0105 liczb\u0119 pojemnik\u00f3w na 20:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create histogram with 20 bins<\/span>\ndf. <span style=\"color: #3366ff;\">plot<\/span> . <span style=\"color: #3366ff;\">hist<\/span> (column=[' <span style=\"color: #ff0000;\">points<\/span> '], edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ', bins= <span style=\"color: #008000;\">20<\/span> )<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-32978\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pb2.png\" alt=\"pandy zwi\u0119kszaj\u0105 liczb\u0119 pojemnik\u00f3w na histogramie\" width=\"501\" height=\"367\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Zauwa\u017c, \u017ce na histogramie jest teraz 20 s\u0142upk\u00f3w.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Mogliby\u015bmy r\u00f3wnie\u017c zmniejszy\u0107 liczb\u0119 pojemnik\u00f3w do 5:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create histogram with 5 bins<\/span>\ndf. <span style=\"color: #3366ff;\">plot<\/span> . <span style=\"color: #3366ff;\">hist<\/span> (column=[' <span style=\"color: #ff0000;\">points<\/span> '], edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ', bins= <span style=\"color: #008000;\">5<\/span> )<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-32979\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pb3.png\" alt=\"pandy zmniejszaj\u0105 liczb\u0119 pojemnik\u00f3w na histogramie\" width=\"506\" height=\"360\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Na histogramie znajduje si\u0119 teraz \u0142\u0105cznie 5 s\u0142upk\u00f3w.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Mo\u017cesz swobodnie dostosowa\u0107 warto\u015b\u0107 argumentu <strong>bins<\/strong> , aby utworzy\u0107 dok\u0142adnie taki histogram, jaki chcesz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Wybieraj\u0105c liczb\u0119 pojemnik\u00f3w, nale\u017cy jednak pami\u0119ta\u0107 o nast\u0119puj\u0105cych kwestiach:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Je\u015bli wybierzesz zbyt ma\u0142o kategorii, prawdziwy wzorzec danych mo\u017ce zosta\u0107 ukryty.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Je\u015bli wybierzesz zbyt wiele kategorii, w danych mo\u017ce pojawi\u0107 si\u0119 jedynie szum.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Przydatnym sposobem okre\u015blenia optymalnej liczby pojemnik\u00f3w do u\u017cycia w histogramie jest skorzystanie z <a href=\"https:\/\/statorials.org\/pl\/sturges-zasada-1\/\" target=\"_blank\" rel=\"noopener\">regu\u0142y Sturgesa<\/a> .<\/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 wykonywa\u0107 inne typowe zadania w pandach:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pl\/histogram-pandy\/\" target=\"_blank\" rel=\"noopener\">Jak utworzy\u0107 histogram z Pandas DataFrame<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/histogram-serii-pand\/\" target=\"_blank\" rel=\"noopener\">Jak utworzy\u0107 histogram z serii Pandy<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/histogram-pand-wed\u0142ug-grup\/\" target=\"_blank\" rel=\"noopener\">Jak wykre\u015bli\u0107 histogramy wed\u0142ug grup w Pandach<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mo\u017cesz u\u017cy\u0107 argumentu bins , aby zmieni\u0107 liczb\u0119 pojemnik\u00f3w u\u017cywanych w histogramie pandy: df. plot . hist (columns=[&#8217; my_column &#8217;], bins= 10 ) Domy\u015blna liczba pojemnik\u00f3w u\u017cywanych w histogramie pandy wynosi 10. Poni\u017cszy przyk\u0142ad pokazuje, jak w praktyce u\u017cywa\u0107 argumentu bins . Przyk\u0142ad: Jak zmieni\u0107 liczb\u0119 pojemnik\u00f3w w histogramie Pand Za\u0142\u00f3\u017cmy, \u017ce mamy nast\u0119puj\u0105c\u0105 ramk\u0119 [&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-4151","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 zmieni\u0107 liczb\u0119 pojemnik\u00f3w u\u017cywanych w histogramie Pand - Statorials<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak zmieni\u0107 liczb\u0119 pojemnik\u00f3w u\u017cywanych w histogramie w pandach.\" \/>\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\/pojemniki-z-histogramem-pand\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak zmieni\u0107 liczb\u0119 pojemnik\u00f3w u\u017cywanych w histogramie Pand - Statorials\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak zmieni\u0107 liczb\u0119 pojemnik\u00f3w u\u017cywanych w histogramie w pandach.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/pojemniki-z-histogramem-pand\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-13T06:07:54+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pb1.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\/pojemniki-z-histogramem-pand\/\",\"url\":\"https:\/\/statorials.org\/pl\/pojemniki-z-histogramem-pand\/\",\"name\":\"Jak zmieni\u0107 liczb\u0119 pojemnik\u00f3w u\u017cywanych w histogramie Pand - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-13T06:07:54+00:00\",\"dateModified\":\"2023-07-13T06:07:54+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak zmieni\u0107 liczb\u0119 pojemnik\u00f3w u\u017cywanych w histogramie w pandach.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/pojemniki-z-histogramem-pand\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/pojemniki-z-histogramem-pand\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/pojemniki-z-histogramem-pand\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Jak zmieni\u0107 liczb\u0119 pojemnik\u00f3w u\u017cywanych w histogramie pand\"}]},{\"@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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