{"id":2486,"date":"2023-07-22T01:40:57","date_gmt":"2023-07-22T01:40:57","guid":{"rendered":"https:\/\/statorials.org\/pl\/liczy-sie-wartosc-grupowania-pand\/"},"modified":"2023-07-22T01:40:57","modified_gmt":"2023-07-22T01:40:57","slug":"liczy-sie-wartosc-grupowania-pand","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/liczy-sie-wartosc-grupowania-pand\/","title":{"rendered":"Pandy: jak korzysta\u0107 z groupby i liczenia warto\u015bci"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cej podstawowej sk\u0142adni, aby policzy\u0107 cz\u0119stotliwo\u015b\u0107 unikalnych warto\u015bci na grup\u0119 w pandzie DataFrame:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">column1<\/span> ', ' <span style=\"color: #ff0000;\">column2<\/span> ']). <span style=\"color: #3366ff;\">size<\/span> (). <span style=\"color: #3366ff;\">unstack<\/span> (fill_value= <span style=\"color: #008000;\">0<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Poni\u017cszy przyk\u0142ad pokazuje, jak zastosowa\u0107 t\u0119 sk\u0142adni\u0119 w praktyce.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Przyk\u0142ad: u\u017cywanie GroupBy i licznik\u00f3w warto\u015bci w Pandach<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Za\u0142\u00f3\u017cmy, \u017ce mamy nast\u0119puj\u0105c\u0105 ramk\u0119 danych pandy:<\/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\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'A', 'A', 'B', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">position<\/span> ':['G', 'G', 'F', 'F', 'C', 'G', 'F', 'F', 'F', 'F'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [8, 8, 10, 10, 11, 8, 9, 10, 10, 10]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team position points\n0 AG 8\n1 GA 8\n2 AF10\n3 AF 10\n4 AC 11\n5 BG 8\n6 BF 9\n7 BF 10\n8 BF 10\n9 BF 10\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Aby policzy\u0107 cz\u0119stotliwo\u015b\u0107 warto\u015bci <strong>punktowych<\/strong> , pogrupowanych wed\u0142ug kolumn <strong>zespo\u0142u<\/strong> i <strong>pozycji<\/strong> , mo\u017cemy zastosowa\u0107 nast\u0119puj\u0105c\u0105 sk\u0142adni\u0119:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#count frequency of points values, grouped by team and position\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> ',' <span style=\"color: #ff0000;\">position<\/span> ',' <span style=\"color: #ff0000;\">points<\/span> ']). <span style=\"color: #3366ff;\">size<\/span> (). <span style=\"color: #3366ff;\">unstack<\/span> (fill_value= <span style=\"color: #008000;\">0<\/span> )\n\n\tpoints 8 9 10 11\nteam position\t\t\t\t\nA C 0 0 0 1\n        F 0 0 2 0\n        G 2 0 0 0\nB F 0 1 3 0\n        G 1 0 0 0<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Oto jak zinterpretowa\u0107 wynik:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 8 pojawi\u0142a si\u0119 <strong>0<\/strong> razy w kolumnie punkt\u00f3w dla zawodnik\u00f3w dru\u017cyny A i pozycji C.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 9 pojawi\u0142a si\u0119 <strong>0<\/strong> razy w kolumnie punkt\u00f3w dla zawodnik\u00f3w dru\u017cyny A i pozycji C.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 10 pojawi\u0142a si\u0119 <strong>0<\/strong> razy w kolumnie punkt\u00f3w dla zawodnik\u00f3w dru\u017cyny A i pozycji C.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 11 pojawi\u0142a si\u0119 w kolumnie punkt\u00f3w <strong>1<\/strong> raz dla zawodnik\u00f3w dru\u017cyny A i pozycji C.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">I tak dalej.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Mo\u017cemy r\u00f3wnie\u017c u\u017cy\u0107 nast\u0119puj\u0105cej sk\u0142adni do obliczenia cz\u0119stotliwo\u015bci <strong>pozycji<\/strong> pogrupowanych wed\u0142ug <strong>zespo\u0142u<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#count frequency of positions, grouped by team\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> ', ' <span style=\"color: #ff0000;\">position<\/span> ']). <span style=\"color: #3366ff;\">size<\/span> (). <span style=\"color: #3366ff;\">unstack<\/span> (fill_value= <span style=\"color: #008000;\">0<\/span> )\n\nposition C F G\nteam\t\t\t\nA 1 2 2\nB 0 4 1\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Oto jak zinterpretowa\u0107 wynik:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 \u201eC\u201d wyst\u0105pi\u0142a <strong>1<\/strong> raz w dru\u017cynie A.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 \u201eF\u201d pojawi\u0142a si\u0119 <strong>2<\/strong> razy w dru\u017cynie A.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 \u201eG\u201d pojawi\u0142a si\u0119 <strong>2<\/strong> razy w dru\u017cynie A.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 \u201eC\u201d wyst\u0105pi\u0142a <strong>0<\/strong> razy w dru\u017cynie B.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 \u201eF\u201d wyst\u0105pi\u0142a <strong>4<\/strong> razy w dru\u017cynie B.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 \u201eG\u201d wyst\u0105pi\u0142a <strong>1<\/strong> raz w dru\u017cynie B.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">I tak dalej.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Dodatkowe zasoby<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017csze samouczki wyja\u015bniaj\u0105, jak wykonywa\u0107 inne typowe operacje na pandach:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pl\/suma-grupowa-pand\/\" target=\"_blank\" rel=\"noopener\">Jak wykona\u0107 sum\u0119 GroupBy w Pandach<\/a><br \/><a href=\"https:\/\/statorials.org\/pl\/liczba-grup-pand-jest-wyjatkowa\/\" target=\"_blank\" rel=\"noopener\">Jak liczy\u0107 unikalne warto\u015bci za pomoc\u0105 GroupBy w Pandach<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/grupowanie-pand-wed\u0142ug-dzia\u0142ki\/\" target=\"_blank\" rel=\"noopener\">Jak korzysta\u0107 z Groupby i Plot w Pandach<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cej podstawowej sk\u0142adni, aby policzy\u0107 cz\u0119stotliwo\u015b\u0107 unikalnych warto\u015bci na grup\u0119 w pandzie DataFrame: df. groupby ([&#8217; column1 &#8217;, &#8217; column2 &#8217;]). size (). unstack (fill_value= 0 ) Poni\u017cszy przyk\u0142ad pokazuje, jak zastosowa\u0107 t\u0119 sk\u0142adni\u0119 w praktyce. Przyk\u0142ad: u\u017cywanie GroupBy i licznik\u00f3w warto\u015bci w Pandach Za\u0142\u00f3\u017cmy, \u017ce mamy nast\u0119puj\u0105c\u0105 ramk\u0119 danych pandy: import pandas [&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-2486","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>Pandy: Jak korzysta\u0107 z GroupBy i liczenia warto\u015bci \u2013 Statologia<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, jak u\u017cywa\u0107 razem funkcji GroupBy() i value_counts() w pandach, \u0142\u0105cznie z przyk\u0142adami.\" \/>\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\/liczy-sie-wartosc-grupowania-pand\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandy: Jak korzysta\u0107 z GroupBy i liczenia warto\u015bci \u2013 Statologia\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, jak u\u017cywa\u0107 razem funkcji GroupBy() i value_counts() w pandach, \u0142\u0105cznie z przyk\u0142adami.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/liczy-sie-wartosc-grupowania-pand\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-22T01:40:57+00:00\" \/>\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\/liczy-sie-wartosc-grupowania-pand\/\",\"url\":\"https:\/\/statorials.org\/pl\/liczy-sie-wartosc-grupowania-pand\/\",\"name\":\"Pandy: Jak korzysta\u0107 z GroupBy i liczenia warto\u015bci \u2013 Statologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-22T01:40:57+00:00\",\"dateModified\":\"2023-07-22T01:40:57+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, jak u\u017cywa\u0107 razem funkcji GroupBy() i value_counts() w pandach, \u0142\u0105cznie z przyk\u0142adami.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/liczy-sie-wartosc-grupowania-pand\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/liczy-sie-wartosc-grupowania-pand\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/liczy-sie-wartosc-grupowania-pand\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandy: jak korzysta\u0107 z groupby i liczenia warto\u015bci\"}]},{\"@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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