{"id":3726,"date":"2023-07-15T21:54:45","date_gmt":"2023-07-15T21:54:45","guid":{"rendered":"https:\/\/statorials.org\/pl\/pandas-tworzy-nowa-kolumne-w-oparciu-o-kilka-warunkow-jesli-jest-inaczej\/"},"modified":"2023-07-15T21:54:45","modified_gmt":"2023-07-15T21:54:45","slug":"pandas-tworzy-nowa-kolumne-w-oparciu-o-kilka-warunkow-jesli-jest-inaczej","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/pandas-tworzy-nowa-kolumne-w-oparciu-o-kilka-warunkow-jesli-jest-inaczej\/","title":{"rendered":"Pandy: utw\u00f3rz now\u0105 kolumn\u0119, u\u017cywaj\u0105c wielu warunk\u00f3w je\u015bli inaczej"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cej sk\u0142adni, aby utworzy\u0107 now\u0105 kolumn\u0119 w ramce danych pand, u\u017cywaj\u0105c wielu warunk\u00f3w if else:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define conditions\n<\/span>conditions = [\n    (df[' <span style=\"color: #ff0000;\">column1<\/span> '] == ' <span style=\"color: #ff0000;\">A<\/span> ') &amp; (df[' <span style=\"color: #ff0000;\">column2<\/span> '] &lt; <span style=\"color: #008000;\">20<\/span> ),\n    (df[' <span style=\"color: #ff0000;\">column1<\/span> '] == ' <span style=\"color: #ff0000;\">A<\/span> ') &amp; (df[' <span style=\"color: #ff0000;\">column2<\/span> '] &gt;= <span style=\"color: #008000;\">20<\/span> ),\n    (df[' <span style=\"color: #ff0000;\">column1<\/span> '] == ' <span style=\"color: #ff0000;\">B<\/span> ') &amp; (df[' <span style=\"color: #ff0000;\">column2<\/span> '] &lt; <span style=\"color: #008000;\">20<\/span> ),\n    (df[' <span style=\"color: #ff0000;\">column1<\/span> '] == ' <span style=\"color: #ff0000;\">B<\/span> ') &amp; (df[' <span style=\"color: #ff0000;\">column2<\/span> '] &gt;= <span style=\"color: #008000;\">20<\/span> )\n]\n\n<span style=\"color: #008080;\">#define results\n<\/span>results = [' <span style=\"color: #ff0000;\">result1<\/span> ', ' <span style=\"color: #ff0000;\">result2<\/span> ', ' <span style=\"color: #ff0000;\">result3<\/span> ', ' <span style=\"color: #ff0000;\">result4<\/span> ']\n\n<span style=\"color: #008080;\">#create new column based on conditions in column1 and column2\n<\/span>df[' <span style=\"color: #ff0000;\">new_column<\/span> '] = np. <span style=\"color: #3366ff;\">select<\/span> (conditions, results)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Ten konkretny przyk\u0142ad tworzy kolumn\u0119 o nazwie <strong>nowa_kolumna<\/strong> , kt\u00f3rej warto\u015bci opieraj\u0105 si\u0119 na warto\u015bciach <strong>kolumny1<\/strong> i <strong>kolumny2<\/strong> w DataFrame.<\/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: utw\u00f3rz now\u0105 kolumn\u0119, u\u017cywaj\u0105c wielu warunk\u00f3w if else 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: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">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', 'A', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [15, 18, 22, 24, 12, 17, 20, 28]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points\n0 to 15\n1 to 18\n2 to 22\n3 to 24\n4 B 12\n5 B 17\n6 B 20\n7 B 28\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Za\u0142\u00f3\u017cmy teraz, \u017ce chcemy utworzy\u0107 now\u0105 kolumn\u0119 o nazwie <strong>class<\/strong> , kt\u00f3ra klasyfikuje ka\u017cdego gracza do jednej z nast\u0119puj\u0105cych czterech grup:<\/span><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Bad_A<\/strong> je\u015bli dru\u017cyna ma klas\u0119 A i punkty &lt; 20<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Dobra_A<\/strong> je\u015bli dru\u017cyna ma klas\u0119 A i punkty \u2265 20<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Bad_B<\/strong> je\u015bli dru\u017cyna to B i ma punkty &lt; 20<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Good_B<\/strong> je\u015bli dru\u017cyna jest B i ma punkty \u2265 20<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">W tym celu mo\u017cemy u\u017cy\u0107 nast\u0119puj\u0105cej sk\u0142adni:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np<\/span>\n\n#define conditions\n<\/span>conditions = [\n    (df[' <span style=\"color: #ff0000;\">team<\/span> '] == ' <span style=\"color: #ff0000;\">A<\/span> ') &amp; (df[' <span style=\"color: #ff0000;\">points<\/span> '] &lt; <span style=\"color: #008000;\">20<\/span> ),\n    (df[' <span style=\"color: #ff0000;\">team<\/span> '] == ' <span style=\"color: #ff0000;\">A<\/span> ') &amp; (df[' <span style=\"color: #ff0000;\">points<\/span> '] &gt;= <span style=\"color: #008000;\">20<\/span> ),\n    (df[' <span style=\"color: #ff0000;\">team<\/span> '] == ' <span style=\"color: #ff0000;\">B<\/span> ') &amp; (df[' <span style=\"color: #ff0000;\">points<\/span> '] &lt; <span style=\"color: #008000;\">20<\/span> ),\n    (df[' <span style=\"color: #ff0000;\">team<\/span> '] == ' <span style=\"color: #ff0000;\">B<\/span> ') &amp; (df[' <span style=\"color: #ff0000;\">points<\/span> '] &gt;= <span style=\"color: #008000;\">20<\/span> )\n]\n\n<span style=\"color: #008080;\">#define results\n<\/span>results = [' <span style=\"color: #ff0000;\">Bad_A<\/span> ', ' <span style=\"color: #ff0000;\">Good_A<\/span> ', ' <span style=\"color: #ff0000;\">Bad_B<\/span> ', ' <span style=\"color: #ff0000;\">Good_B<\/span> ']\n\n<span style=\"color: #008080;\">#create new column based on conditions in column1 and column2\n<\/span>df[' <span style=\"color: #ff0000;\">class<\/span> '] = np. <span style=\"color: #3366ff;\">select<\/span> (conditions, results)\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points class\n0 A 15 Bad_A\n1 A 18 Bad_A\n2 A 22 Good_A\n3 A 24 Good_A\n4 B 12 Bad_B\n5 B 17 Bad_B\n6 B 20 Good_B\n7 B 28 Good_B<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Nowa kolumna o nazwie <strong>klasa<\/strong> wy\u015bwietla ranking ka\u017cdego gracza na podstawie warto\u015bci w kolumnach <strong>dru\u017cyny<\/strong> i <strong>punkt\u00f3w<\/strong> .<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Uwaga<\/strong> : pe\u0142n\u0105 dokumentacj\u0119 funkcji <strong>NumPyselect()<\/strong> mo\u017cna znale\u017a\u0107 <a href=\"https:\/\/numpy.org\/doc\/stable\/reference\/generated\/numpy.select.html\" target=\"_blank\" rel=\"noopener\">tutaj<\/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\/pandy-tworza-kolumne-logiczna-na-podstawie-warunku\/\" target=\"_blank\" rel=\"noopener\">Pandy: jak utworzy\u0107 kolumn\u0119 logiczn\u0105 na podstawie warunku<\/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><br \/><a href=\"https:\/\/statorials.org\/pl\/pandy-groupby-licza-z-warunkiem\/\" target=\"_blank\" rel=\"noopener\">Pandy: jak korzysta\u0107 z Groupby i liczy\u0107 warunkowo<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cej sk\u0142adni, aby utworzy\u0107 now\u0105 kolumn\u0119 w ramce danych pand, u\u017cywaj\u0105c wielu warunk\u00f3w if else: #define conditions conditions = [ (df[&#8217; column1 &#8217;] == &#8217; A &#8217;) &amp; (df[&#8217; column2 &#8217;] &lt; 20 ), (df[&#8217; column1 &#8217;] == &#8217; A &#8217;) &amp; (df[&#8217; column2 &#8217;] &gt;= 20 ), (df[&#8217; column1 &#8217;] == &#8217; [&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-3726","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: utw\u00f3rz now\u0105 kolumn\u0119, u\u017cywaj\u0105c wielu warunk\u00f3w \u201eJe\u015bli inaczej\u201d \u2013 Statologia<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, jak utworzy\u0107 now\u0105 kolumn\u0119 w ramce DataFrame pand, korzystaj\u0105c z kilku warunk\u00f3w if else, \u0142\u0105cznie z przyk\u0142adem.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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