{"id":3225,"date":"2023-07-18T14:21:08","date_gmt":"2023-07-18T14:21:08","guid":{"rendered":"https:\/\/statorials.org\/pl\/pandy-dodaja-kolumne-zliczania\/"},"modified":"2023-07-18T14:21:08","modified_gmt":"2023-07-18T14:21:08","slug":"pandy-dodaja-kolumne-zliczania","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/pandy-dodaja-kolumne-zliczania\/","title":{"rendered":"Jak doda\u0107 kolumn\u0119 liczbow\u0105 do ramki danych pandas"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cej podstawowej sk\u0142adni, aby doda\u0107 kolumn\u0119 \u201ecount\u201d do ramki DataFrame pandy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[' <span style=\"color: #ff0000;\">var1_count<\/span> '] = df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">var1<\/span> ')[' <span style=\"color: #ff0000;\">var1<\/span> ']. <span style=\"color: #3366ff;\">transform<\/span> (' <span style=\"color: #ff0000;\">count<\/span> ')\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Ta konkretna sk\u0142adnia dodaje kolumn\u0119 o nazwie <strong>var1_count<\/strong> do DataFrame, kt\u00f3ra zawiera liczb\u0119 warto\u015bci w kolumnie o nazwie <strong>var1<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Poni\u017cszy przyk\u0142ad pokazuje, jak zastosowa\u0107 t\u0119 sk\u0142adni\u0119 w praktyce.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Przyk\u0142ad: Dodaj kolumn\u0119 liczbow\u0105 w Pandach<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Za\u0142\u00f3\u017cmy, \u017ce mamy nast\u0119puj\u0105c\u0105 ramk\u0119 danych pand, kt\u00f3ra zawiera informacje o r\u00f3\u017cnych koszykarzach:<\/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>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'B', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">pos<\/span> ': ['Gu', 'Fo', 'Fo', 'Fo', 'Gu', 'Gu', 'Fo', 'Fo'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [18, 22, 19, 14, 14, 11, 20, 28]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team pos points\n0 A Gu 18\n1 A Fo 22\n2 A Fo 19\n3 B Fo 14\n4 B Gu 14\n5 B Gu 11\n6 B Fo 20\n7 B Fo 28<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Mo\u017cemy u\u017cy\u0107 poni\u017cszego kodu, aby doda\u0107 kolumn\u0119 o nazwie <strong>team_count<\/strong> , kt\u00f3ra zawiera liczb\u0119 ka\u017cdego zespo\u0142u:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#add column that shows total count of each team\n<span style=\"color: #000000;\">df[' <span style=\"color: #ff0000;\">team_count<\/span> '] = df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">team<\/span> ')[' <span style=\"color: #ff0000;\">team<\/span> ']. <span style=\"color: #3366ff;\">transform<\/span> (' <span style=\"color: #ff0000;\">count<\/span> ')\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team pos points team_count\n0 A Gu 18 3\n1 A Fo 22 3\n2 A Fo 19 3\n3 B Fo 14 5\n4 B Gu 14 5\n5 B Gu 11 5\n6 B Fo 20 5\n7 B Fo 28 5<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Istniej\u0105 <strong>3<\/strong> linie o warto\u015bci zespo\u0142u A i <strong>5<\/strong> linii o warto\u015bci zespo\u0142u B.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Wi\u0119c:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Dla ka\u017cdego wiersza, w kt\u00f3rym zesp\u00f3\u0142 r\u00f3wna si\u0119 A, warto\u015b\u0107 w kolumnie <strong>team_count<\/strong> wynosi <strong>3<\/strong> .<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Dla ka\u017cdego wiersza, w kt\u00f3rym dru\u017cyna r\u00f3wna si\u0119 B, warto\u015b\u0107 w kolumnie <strong>team_count<\/strong> wynosi <strong>5<\/strong> .<\/span><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Mo\u017cesz tak\u017ce doda\u0107 kolumn\u0119 \u201ekonto\u201d, kt\u00f3ra grupuje kilka zmiennych.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Na przyk\u0142ad poni\u017cszy kod pokazuje, jak doda\u0107 kolumn\u0119 \u201ecount\u201d, kt\u00f3ra grupuje zmienne <strong>zespo\u0142u<\/strong> i <strong>pozycji<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#add column that shows total count of each team and position\n<span style=\"color: #000000;\">df[' <span style=\"color: #ff0000;\">team_pos_count<\/span> '] = df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> ', ' <span style=\"color: #ff0000;\">pos<\/span> ')[' <span style=\"color: #ff0000;\">team<\/span> ']. <span style=\"color: #3366ff;\">transform<\/span> (' <span style=\"color: #ff0000;\">count<\/span> ')\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team pos points team_pos_count\n0 A Gu 18 1\n1 A Fo 22 2\n2 A Fo 19 2\n3 B Fo 14 3\n4 B Gu 14 2\n5 B Gu 11 2\n6 B Fo 20 3\n7 B Fo 28 3\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Z wyniku mo\u017cemy zobaczy\u0107:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Jest <strong>1<\/strong> wiersz, kt\u00f3ry zawiera A w kolumnie <strong>zespo\u0142u<\/strong> i Gu w kolumnie <strong>poz<\/strong> .<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Istniej\u0105 <strong>2<\/strong> wiersze zawieraj\u0105ce A w kolumnie <strong>zesp\u00f3\u0142<\/strong> i Fo w kolumnie <strong>poz<\/strong> .<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Istniej\u0105 <strong>3<\/strong> wiersze zawieraj\u0105ce B w kolumnie <strong>zesp\u00f3\u0142<\/strong> i Fo w kolumnie <strong>poz<\/strong> .<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Istniej\u0105 <strong>2<\/strong> wiersze zawieraj\u0105ce B w kolumnie <strong>zesp\u00f3\u0142<\/strong> i Gu w kolumnie <strong>poz<\/strong> .<\/span><\/span><\/li>\n<\/ul>\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 zadania w pandach:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pl\/liczy-sie-wartosc-grupowania-pand\/\" target=\"_blank\" rel=\"noopener\">Pandy: Jak korzysta\u0107 z GroupBy i liczenia warto\u015bci<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/pandy-grupowe-pojemniki\/\" target=\"_blank\" rel=\"noopener\">Pandy: Jak korzysta\u0107 z GroupBy z liczb\u0105 pojemnik\u00f3w<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/pandy-licza-wartosci-w-kolumnie-z-warunkiem\/\" target=\"_blank\" rel=\"noopener\">Pandy: Jak liczy\u0107 warto\u015bci w kolumnie z warunkiem<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cej podstawowej sk\u0142adni, aby doda\u0107 kolumn\u0119 \u201ecount\u201d do ramki DataFrame pandy: df[&#8217; var1_count &#8217;] = df. groupby (&#8217; var1 &#8217;)[&#8217; var1 &#8217;]. transform (&#8217; count &#8217;) Ta konkretna sk\u0142adnia dodaje kolumn\u0119 o nazwie var1_count do DataFrame, kt\u00f3ra zawiera liczb\u0119 warto\u015bci w kolumnie o nazwie var1 . Poni\u017cszy przyk\u0142ad pokazuje, jak zastosowa\u0107 t\u0119 sk\u0142adni\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-3225","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 doda\u0107 kolumn\u0119 zliczaj\u0105c\u0105 do Pandy DataFrame \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak doda\u0107 kolumn\u0119 zliczaj\u0105c\u0105 do ramki DataFrame pandy.\" \/>\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\/pandy-dodaja-kolumne-zliczania\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak doda\u0107 kolumn\u0119 zliczaj\u0105c\u0105 do Pandy DataFrame \u2013 Statorials\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak doda\u0107 kolumn\u0119 zliczaj\u0105c\u0105 do ramki DataFrame pandy.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/pandy-dodaja-kolumne-zliczania\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-18T14:21:08+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\/pandy-dodaja-kolumne-zliczania\/\",\"url\":\"https:\/\/statorials.org\/pl\/pandy-dodaja-kolumne-zliczania\/\",\"name\":\"Jak doda\u0107 kolumn\u0119 zliczaj\u0105c\u0105 do Pandy DataFrame \u2013 Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-18T14:21:08+00:00\",\"dateModified\":\"2023-07-18T14:21:08+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak doda\u0107 kolumn\u0119 zliczaj\u0105c\u0105 do ramki DataFrame pandy.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/pandy-dodaja-kolumne-zliczania\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/pandy-dodaja-kolumne-zliczania\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/pandy-dodaja-kolumne-zliczania\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Jak doda\u0107 kolumn\u0119 liczbow\u0105 do ramki danych pandas\"}]},{\"@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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