{"id":1515,"date":"2023-07-26T01:39:06","date_gmt":"2023-07-26T01:39:06","guid":{"rendered":"https:\/\/statorials.org\/pl\/porownaj-dwie-kolumny-w-pandach\/"},"modified":"2023-07-26T01:39:06","modified_gmt":"2023-07-26T01:39:06","slug":"porownaj-dwie-kolumny-w-pandach","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/porownaj-dwie-kolumny-w-pandach\/","title":{"rendered":"Jak por\u00f3wna\u0107 dwie kolumny w pandach: z przyk\u0142adami"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Cz\u0119sto mo\u017cesz chcie\u0107 por\u00f3wna\u0107 dwie kolumny w ramce danych Pandas i zapisa\u0107 wyniki por\u00f3wnania w trzeciej kolumnie.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Mo\u017cna to \u0142atwo zrobi\u0107, korzystaj\u0105c z nast\u0119puj\u0105cej sk\u0142adni:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>conditions=[(condition1),(condition2)]\nchoices=[\" <span style=\"color: #008000;\">choice1<\/span> \",\" <span style=\"color: #008000;\">choice2<\/span> \"]\n\ndf[\" <span style=\"color: #008000;\">new_column_name<\/span> \"]=np. <span style=\"color: #3366ff;\">select<\/span> (conditions, choices, default)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Oto, co robi ten kod:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>warunki<\/strong> to warunki, kt\u00f3re nale\u017cy sprawdzi\u0107 mi\u0119dzy dwiema kolumnami<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>wybory<\/strong> to wyniki, kt\u00f3re zwracaj\u0105 si\u0119 w oparciu o warunki<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>np.select<\/strong> s\u0142u\u017cy do zwracania wynik\u00f3w w nowej kolumnie<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Poni\u017cszy przyk\u0142ad pokazuje, jak wykorzysta\u0107 ten kod w praktyce.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Przyk\u0142ad: por\u00f3wnaj dwie 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, kt\u00f3ra pokazuje liczb\u0119 bramek zdobytych przez dwie dru\u017cyny pi\u0142karskie w pi\u0119ciu r\u00f3\u017cnych meczach:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<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: #008000;\">A_points<\/span> ': [1, 3, 3, 3, 5],\n                   ' <span style=\"color: #008000;\">B_points<\/span> ': [4, 5, 2, 3, 2]})\n             \n<span style=\"color: #008080;\">#view DataFrame      \n<\/span>df\n\n          A_points B_points\n0 1 4\n1 3 5\n2 3 2\n3 3 3\n4 5 2\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Mo\u017cemy u\u017cy\u0107 poni\u017cszego kodu, aby por\u00f3wna\u0107 liczb\u0119 bramek w wierszu i wy\u015bwietli\u0107 zwyci\u0119zc\u0119 meczu w trzeciej kolumnie:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define conditions<\/span>\nconditions = [df[' <span style=\"color: #008000;\">A_points<\/span> '] &gt; df[' <span style=\"color: #008000;\">B_points<\/span> '], \n              df[' <span style=\"color: #008000;\">A_points<\/span> '] &lt; df[' <span style=\"color: #008000;\">B_points<\/span> ']]\n\n<span style=\"color: #008080;\">#define choices\n<\/span>choices = [' <span style=\"color: #008000;\">A<\/span> ', ' <span style=\"color: #008000;\">B<\/span> ']\n\n<span style=\"color: #008080;\">#create new column in DataFrame that displays results of comparisons\n<\/span>df[' <span style=\"color: #008000;\">winner<\/span> '] = np. <span style=\"color: #3366ff;\">select<\/span> (conditions, choices, default=' <span style=\"color: #008000;\">Tie<\/span> ')\n\n<span style=\"color: #008080;\">#view the DataFrame\n<\/span>df\n\n          A_points B_points winner\n0 1 4 B\n1 3 5 B\n2 3 2 A\n3 3 3 Tie\n4 5 2 A<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Wyniki por\u00f3wnania zostan\u0105 wy\u015bwietlone w nowej kolumnie o nazwie <em>zwyci\u0119zca<\/em> .<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Uwagi<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Oto kilka rzeczy, o kt\u00f3rych nale\u017cy pami\u0119ta\u0107 por\u00f3wnuj\u0105c dwie kolumny w ramce DataFrame pandy:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Liczba <strong>warunk\u00f3w<\/strong> i <strong>wybor\u00f3w<\/strong> musi by\u0107 r\u00f3wna.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 <strong>domy\u015blna<\/strong> okre\u015bla warto\u015b\u0107 wy\u015bwietlan\u0105 w nowej kolumnie, je\u015bli \u017caden z warunk\u00f3w nie jest spe\u0142niony.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Aby ten kod dzia\u0142a\u0142, wymagane s\u0105 <strong>NumPy<\/strong> i <strong>Pandy<\/strong> .<\/span><\/li>\n<\/ul>\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>Cz\u0119sto mo\u017cesz chcie\u0107 por\u00f3wna\u0107 dwie kolumny w ramce danych Pandas i zapisa\u0107 wyniki por\u00f3wnania w trzeciej kolumnie. Mo\u017cna to \u0142atwo zrobi\u0107, korzystaj\u0105c z nast\u0119puj\u0105cej sk\u0142adni: conditions=[(condition1),(condition2)] choices=[&#8221; choice1 &#8222;,&#8221; choice2 &#8222;] df[&#8221; new_column_name &#8222;]=np. select (conditions, choices, default) Oto, co robi ten kod: warunki to warunki, kt\u00f3re nale\u017cy sprawdzi\u0107 mi\u0119dzy dwiema kolumnami wybory to wyniki, [&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-1515","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 dwie kolumny w Pandach: z przyk\u0142adami<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, jak por\u00f3wna\u0107 dwie kolumny w ramce danych Pandas, 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\/porownaj-dwie-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 dwie kolumny w Pandach: z przyk\u0142adami\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, jak por\u00f3wna\u0107 dwie kolumny w ramce danych Pandas, podaj\u0105c kilka przyk\u0142ad\u00f3w.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/porownaj-dwie-kolumny-w-pandach\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-26T01:39:06+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\/porownaj-dwie-kolumny-w-pandach\/\",\"url\":\"https:\/\/statorials.org\/pl\/porownaj-dwie-kolumny-w-pandach\/\",\"name\":\"Jak por\u00f3wna\u0107 dwie kolumny w Pandach: z przyk\u0142adami\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-26T01:39:06+00:00\",\"dateModified\":\"2023-07-26T01:39:06+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, jak por\u00f3wna\u0107 dwie kolumny w ramce danych Pandas, podaj\u0105c kilka przyk\u0142ad\u00f3w.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/porownaj-dwie-kolumny-w-pandach\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/porownaj-dwie-kolumny-w-pandach\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/porownaj-dwie-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 dwie kolumny w pandach: z przyk\u0142adami\"}]},{\"@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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