{"id":4076,"date":"2023-07-13T18:24:32","date_gmt":"2023-07-13T18:24:32","guid":{"rendered":"https:\/\/statorials.org\/pl\/pandy-read_csv-usecols\/"},"modified":"2023-07-13T18:24:32","modified_gmt":"2023-07-13T18:24:32","slug":"pandy-read_csv-usecols","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/pandy-read_csv-usecols\/","title":{"rendered":"Pandy: jak u\u017cywa\u0107 read_csv z argumentem usecols"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Mo\u017cesz u\u017cy\u0107 argumentu <strong>usecols<\/strong> w funkcji <strong>read_csv()<\/strong> , aby wczyta\u0107 okre\u015blone kolumny z pliku CSV do ramki DataFrame pandy.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Istniej\u0105 dwa typowe sposoby u\u017cycia tego argumentu:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metoda 1: U\u017cyj usecols z nazwami kolumn<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df = pd. <span style=\"color: #3366ff;\">read_csv<\/span> (' <span style=\"color: #ff0000;\">my_data.csv<\/span> ', usecols=[' <span style=\"color: #ff0000;\">this_column<\/span> ', ' <span style=\"color: #ff0000;\">that_column<\/span> '])\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metoda 2: U\u017cyj usecols z pozycjami kolumn<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df = pd. <span style=\"color: #3366ff;\">read_csv<\/span> ( <span style=\"color: #008000;\">'<\/span> <span style=\"color: #ff0000;\">my_data.csv<\/span> ', usecols=[ <span style=\"color: #008000;\">0,2<\/span> ])\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Poni\u017csze przyk\u0142ady pokazuj\u0105, jak w praktyce zastosowa\u0107 ka\u017cd\u0105 metod\u0119 z nast\u0119puj\u0105cym plikiem CSV o nazwie <strong>koszyk\u00f3wka_data.csv<\/strong> :<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-28596 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sauter1-1.jpg\" alt=\"\" width=\"435\" height=\"318\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Przyk\u0142ad 1: U\u017cywanie usecols z nazwami kolumn<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Mo\u017cemy u\u017cy\u0107 poni\u017cszego kodu, aby zaimportowa\u0107 plik CSV i u\u017cywa\u0107 tylko kolumn o nazwie \u201ezesp\u00f3\u0142\u201d i \u201ezbi\u00f3rki\u201d:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <b><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#import DataFrame and only use 'team' and 'rebounds' columns\n<\/span><strong>df = pd. <span style=\"color: #3366ff;\">read_csv<\/span> (' <span style=\"color: #ff0000;\">basketball_data.csv<\/span> ', usecols=[' <span style=\"color: #ff0000;\">team<\/span> ',' <span style=\"color: #ff0000;\">rebounds<\/span> '])\n<\/strong>\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n   team rebounds\n0 to 10\n1 B 9\n2 C 6\n3 D 2\n<\/b><\/pre>\n<p> <span style=\"color: #000000;\">Nale\u017cy zauwa\u017cy\u0107, \u017ce zaimportowano tylko kolumny dru\u017cyny i zbi\u00f3rek, poniewa\u017c by\u0142y to nazwy kolumn, kt\u00f3re okre\u015blili\u015bmy w argumencie <strong>usecols<\/strong> .<\/span><b> <\/b><\/p>\n<h2><span style=\"color: #000000;\"><strong>Przyk\u0142ad 2: U\u017cywanie usecols z pozycjami kolumn<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Mo\u017cemy u\u017cy\u0107 poni\u017cszego kodu, aby zaimportowa\u0107 plik CSV i u\u017cy\u0107 kolumn tylko na pozycjach indeksu 0 i 2:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <b><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#import DataFrame and only use columns in index positions 0 and 2\n<\/span><strong>df = pd. <span style=\"color: #3366ff;\">read_csv<\/span> (' <span style=\"color: #ff0000;\">basketball_data.csv<\/span> ' <span style=\"color: #008000;\">,<\/span> usecols=[ <span style=\"color: #008000;\">0,2<\/span> ])\n<\/strong>\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n   team rebounds\n0 to 10\n1 B 9\n2 C 6\n3 D 2\n<\/b><\/pre>\n<p> <span style=\"color: #000000;\">Nale\u017cy pami\u0119ta\u0107, \u017ce zaimportowano tylko kolumny dru\u017cyny i zbi\u00f3rek, poniewa\u017c by\u0142y to kolumny na pozycjach indeksu 0 i 2, czyli warto\u015bci, kt\u00f3re okre\u015blili\u015bmy w argumencie <strong>usecols<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Uwaga<\/strong> : Pierwsza kolumna pliku CSV ma pozycj\u0119 indeksu 0.<\/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 Pythonie:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pl\/pandy-wskakuja-w-szeregi\/\" target=\"_blank\" rel=\"noopener\">Pandy: Jak pomin\u0105\u0107 linie podczas czytania pliku CSV<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/pandy-czytaja-excela\/\" target=\"_blank\" rel=\"noopener\">Pandy: Jak czyta\u0107 pliki Excel<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/eksportuj-ramke-danych-pand-do-programu-excel\/\" target=\"_blank\" rel=\"noopener\">Pandy: Jak wyeksportowa\u0107 ramk\u0119 danych do programu Excel<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mo\u017cesz u\u017cy\u0107 argumentu usecols w funkcji read_csv() , aby wczyta\u0107 okre\u015blone kolumny z pliku CSV do ramki DataFrame pandy. Istniej\u0105 dwa typowe sposoby u\u017cycia tego argumentu: Metoda 1: U\u017cyj usecols z nazwami kolumn df = pd. read_csv (&#8217; my_data.csv &#8217;, usecols=[&#8217; this_column &#8217;, &#8217; that_column &#8217;]) Metoda 2: U\u017cyj usecols z pozycjami kolumn df = [&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-4076","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 u\u017cywa\u0107 read_csv z argumentem usecols - Statologia<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, jak u\u017cywa\u0107 argumentu usecols z funkcj\u0105 read_csv w pandach, aby odczyta\u0107 okre\u015blone kolumny z pliku CSV.\" \/>\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-read_csv-usecols\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandy: Jak u\u017cywa\u0107 read_csv z argumentem usecols - Statologia\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, jak u\u017cywa\u0107 argumentu usecols z funkcj\u0105 read_csv w pandach, aby odczyta\u0107 okre\u015blone kolumny z pliku CSV.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/pandy-read_csv-usecols\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-13T18:24:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sauter1-1.jpg\" \/>\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-read_csv-usecols\/\",\"url\":\"https:\/\/statorials.org\/pl\/pandy-read_csv-usecols\/\",\"name\":\"Pandy: Jak u\u017cywa\u0107 read_csv z argumentem usecols - Statologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-13T18:24:32+00:00\",\"dateModified\":\"2023-07-13T18:24:32+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, jak u\u017cywa\u0107 argumentu usecols z funkcj\u0105 read_csv w pandach, aby odczyta\u0107 okre\u015blone kolumny z pliku CSV.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/pandy-read_csv-usecols\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/pandy-read_csv-usecols\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/pandy-read_csv-usecols\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandy: jak u\u017cywa\u0107 read_csv z argumentem usecols\"}]},{\"@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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