{"id":3304,"date":"2023-07-18T04:38:54","date_gmt":"2023-07-18T04:38:54","guid":{"rendered":"https:\/\/statorials.org\/pl\/porownaj-trzy-kolumny-w-pandach\/"},"modified":"2023-07-18T04:38:54","modified_gmt":"2023-07-18T04:38:54","slug":"porownaj-trzy-kolumny-w-pandach","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/porownaj-trzy-kolumny-w-pandach\/","title":{"rendered":"Jak por\u00f3wna\u0107 trzy kolumny w pandach (z przyk\u0142adem)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cej podstawowej sk\u0142adni, aby por\u00f3wna\u0107 warto\u015bci trzech kolumn w pandach:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[' <span style=\"color: #ff0000;\">all_matching<\/span> '] = df. <span style=\"color: #3366ff;\">apply<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: <span style=\"color: #3366ff;\">x.col1<\/span> == <span style=\"color: #3366ff;\">x.col2<\/span> == <span style=\"color: #3366ff;\">x.col3<\/span> , axis = <span style=\"color: #008000;\">1<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Ta sk\u0142adnia tworzy now\u0105 kolumn\u0119 o nazwie <strong>all_matching<\/strong> , kt\u00f3ra zwraca <strong>True<\/strong> , je\u015bli wszystkie kolumny maj\u0105 pasuj\u0105ce warto\u015bci, w przeciwnym razie zwraca <strong>False<\/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: por\u00f3wnaj trzy kolumny 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 z trzema kolumnami:<\/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;\">A<\/span> ': [4, 0, 3, 3, 6, 8, 7, 9, 12],\n                   ' <span style=\"color: #ff0000;\">B<\/span> ': [4, 2, 3, 5, 6, 4, 7, 7, 12],\n                   ' <span style=\"color: #ff0000;\">C<\/span> ': [4, 0, 3, 5, 5, 10, 7, 9, 12]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n    ABC\n0 4 4 4\n1 0 2 0\n2 3 3 3\n3 3 5 5\n4 6 6 5\n5 8 4 10\n6 7 7 7\n7 9 7 9\n8 12 12 12<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Mo\u017cemy u\u017cy\u0107 poni\u017cszego kodu, aby utworzy\u0107 now\u0105 kolumn\u0119 o nazwie <strong>all_matching<\/strong> , kt\u00f3ra zwraca <strong>warto\u015b\u0107 True<\/strong> , je\u015bli wszystkie trzy kolumny w danym wierszu pasuj\u0105, lub <strong>False<\/strong> , je\u015bli tak nie jest:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create new column that displays whether or not all column values match\n<\/span>df[' <span style=\"color: #ff0000;\">all_matching<\/span> '] = df. <span style=\"color: #3366ff;\">apply<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: x. <span style=\"color: #3366ff;\">A<\/span> == x. <span style=\"color: #3366ff;\">B<\/span> == x. <span style=\"color: #3366ff;\">C<\/span> , axis = <span style=\"color: #008000;\">1<\/span> )\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n    ABC all_matching\n0 4 4 4 True\n1 0 2 0 False\n2 3 3 3 True\n3 3 5 5 False\n4 6 6 5 False\n5 8 4 10 False\n6 7 7 7 True\n7 9 7 9 False\n8 12 12 12 True\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Nowa kolumna o nazwie <strong>all_matching<\/strong> wskazuje, czy warto\u015bci w trzech kolumnach pasuj\u0105 do siebie w danym wierszu.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">Na przyk\u0142ad:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Wszystkie trzy warto\u015bci s\u0105 zgodne w pierwszym wierszu, wi\u0119c zwracana jest <strong>warto\u015b\u0107 True<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Nie wszystkie warto\u015bci w drugiej linii pasuj\u0105, dlatego zwracana jest <strong>warto\u015b\u0107 False<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">I tak dalej.<\/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\/pandy-zmieniaja-nazwy-kolumn\/\" target=\"_blank\" rel=\"noopener\">Jak zmieni\u0107 nazwy kolumn w Pandach<\/a><br \/> Jak doda\u0107 kolumn\u0119 do ramki danych Pandas<br \/> <a href=\"https:\/\/statorials.org\/pl\/pandy-zmieniaja-kolejnosc-kolumn\/\" target=\"_blank\" rel=\"noopener\">Jak zmieni\u0107 kolejno\u015b\u0107 kolumn w Pandas DataFrame<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cej podstawowej sk\u0142adni, aby por\u00f3wna\u0107 warto\u015bci trzech kolumn w pandach: df[&#8217; all_matching &#8217;] = df. apply ( lambda x: x.col1 == x.col2 == x.col3 , axis = 1 ) Ta sk\u0142adnia tworzy now\u0105 kolumn\u0119 o nazwie all_matching , kt\u00f3ra zwraca True , je\u015bli wszystkie kolumny maj\u0105 pasuj\u0105ce warto\u015bci, w przeciwnym razie zwraca False [&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-3304","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 por\u00f3wna\u0107 trzy kolumny w pandach (z przyk\u0142adem) \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak por\u00f3wna\u0107 trzy kolumny 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\/porownaj-trzy-kolumny-w-pandach\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak por\u00f3wna\u0107 trzy kolumny w pandach (z przyk\u0142adem) \u2013 Statorials\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak por\u00f3wna\u0107 trzy kolumny w pandach.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/porownaj-trzy-kolumny-w-pandach\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-18T04:38:54+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=\"1 minuta\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pl\/porownaj-trzy-kolumny-w-pandach\/\",\"url\":\"https:\/\/statorials.org\/pl\/porownaj-trzy-kolumny-w-pandach\/\",\"name\":\"Jak por\u00f3wna\u0107 trzy kolumny w pandach (z przyk\u0142adem) \u2013 Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-18T04:38:54+00:00\",\"dateModified\":\"2023-07-18T04:38:54+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak por\u00f3wna\u0107 trzy kolumny w pandach.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/porownaj-trzy-kolumny-w-pandach\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/porownaj-trzy-kolumny-w-pandach\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/porownaj-trzy-kolumny-w-pandach\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Jak por\u00f3wna\u0107 trzy kolumny w pandach (z przyk\u0142adem)\"}]},{\"@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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