{"id":2576,"date":"2023-07-21T16:00:48","date_gmt":"2023-07-21T16:00:48","guid":{"rendered":"https:\/\/statorials.org\/pl\/miesiac-timedelta-pand\/"},"modified":"2023-07-21T16:00:48","modified_gmt":"2023-07-21T16:00:48","slug":"miesiac-timedelta-pand","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/miesiac-timedelta-pand\/","title":{"rendered":"Pandy: jak obliczy\u0107 timedelt\u0119 w miesi\u0105cach"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Mo\u017cesz u\u017cy\u0107 poni\u017cszej funkcji, aby obliczy\u0107 r\u00f3\u017cnic\u0119 czasu w miesi\u0105cach mi\u0119dzy dwiema kolumnami ramki DataFrame pandy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">def<\/span> month_diff(x, y):\n    end = x. <span style=\"color: #3366ff;\">dt<\/span> . <span style=\"color: #3366ff;\">to_period<\/span> (' <span style=\"color: #ff0000;\">M<\/span> '). <span style=\"color: #3366ff;\">view<\/span> (dtype=' <span style=\"color: #ff0000;\">int64<\/span> ')\n    start = y. <span style=\"color: #3366ff;\">dt<\/span> . <span style=\"color: #3366ff;\">to_period<\/span> (' <span style=\"color: #ff0000;\">M<\/span> '). <span style=\"color: #3366ff;\">view<\/span> (dtype=' <span style=\"color: #ff0000;\">int64<\/span> ')\n    <span style=\"color: #008000;\">return<\/span> end-start\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Poni\u017cszy przyk\u0142ad pokazuje, jak w praktyce wykorzysta\u0107 t\u0119 funkcj\u0119.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Przyk\u0142ad: Oblicz Timedelt\u0119 w miesi\u0105cach w Pandach<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Za\u0142\u00f3\u017cmy, \u017ce mamy nast\u0119puj\u0105c\u0105 ramk\u0119 DataFrame pand:<\/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<span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">\n\n#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">event<\/span> ': ['A', 'B', 'C'],\n                   ' <span style=\"color: #ff0000;\">start_date<\/span> ': ['20210101', '20210201', '20210401'],\n                   ' <span style=\"color: #ff0000;\">end_date<\/span> ': ['20210608', '20210209', '20210801'] })\n\n<span style=\"color: #008080;\">#convert start date and end date columns to datetime\n<\/span>df[' <span style=\"color: #ff0000;\">start_date<\/span> '] = pd. <span style=\"color: #3366ff;\">to_datetime<\/span> (df[' <span style=\"color: #ff0000;\">start_date<\/span> '])\ndf[' <span style=\"color: #ff0000;\">end_date<\/span> '] = pd. <span style=\"color: #3366ff;\">to_datetime<\/span> (df[' <span style=\"color: #ff0000;\">end_date<\/span> '])\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  event start_date end_date\n0 A 2021-01-01 2021-06-08\n1 B 2021-02-01 2021-02-09\n2 C 2021-04-01 2021-08-01\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Za\u0142\u00f3\u017cmy teraz, \u017ce chcemy obliczy\u0107 r\u00f3\u017cnic\u0119 czasu (w miesi\u0105cach) mi\u0119dzy kolumnami <strong>data_pocz\u0105tkowa<\/strong> i <strong>data_ko\u0144cowa<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">W tym celu zdefiniujemy najpierw nast\u0119puj\u0105c\u0105 funkcj\u0119:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#define function to calculate time delta in months between two columns<\/span>\ndef<\/span> month_diff(x, y):\n    end = x. <span style=\"color: #3366ff;\">dt<\/span> . <span style=\"color: #3366ff;\">to_period<\/span> (' <span style=\"color: #ff0000;\">M<\/span> '). <span style=\"color: #3366ff;\">view<\/span> (dtype=' <span style=\"color: #ff0000;\">int64<\/span> ')\n    start = y. <span style=\"color: #3366ff;\">dt<\/span> . <span style=\"color: #3366ff;\">to_period<\/span> (' <span style=\"color: #ff0000;\">M<\/span> '). <span style=\"color: #3366ff;\">view<\/span> (dtype=' <span style=\"color: #ff0000;\">int64<\/span> ')\n    <span style=\"color: #008000;\">return<\/span> end-start<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Nast\u0119pnie u\u017cyjemy tej funkcji do obliczenia r\u00f3\u017cnicy czasu w miesi\u0105cach mi\u0119dzy kolumnami <strong>data_pocz\u0105tkowa<\/strong> i <strong>data_ko\u0144cowa<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate month difference between start date and end date columns\n<\/span>df[' <span style=\"color: #ff0000;\">month_difference<\/span> '] = month_diff(df. <span style=\"color: #3366ff;\">end_date<\/span> , df. <span style=\"color: #3366ff;\">start_date<\/span> )\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span>df\n\n    event start_date end_date month_difference\n0 A 2021-01-01 2021-06-08 5\n1 B 2021-02-01 2021-02-09 0\n2 C 2021-04-01 2021-08-01 4<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Kolumna <strong>R\u00f3\u017cnica_miesi\u0105ca<\/strong> wy\u015bwietla r\u00f3\u017cnic\u0119 czasu (w miesi\u0105cach) mi\u0119dzy kolumnami <strong>data_pocz\u0105tkowa<\/strong> i <strong>data_ko\u0144cowa<\/strong> .<\/span><\/p>\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 operacje na pandach:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pl\/przekonwertuj-kolumny-na-pandy-datetime\/\" target=\"_blank\" rel=\"noopener\">Jak przekonwertowa\u0107 kolumny na DateTime w Pandach<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/przekonwertuj-date\/godzine-na-pandy-daty\/\" target=\"_blank\" rel=\"noopener\">Jak przekonwertowa\u0107 DateTime na dat\u0119 w Pandach<\/a><br \/><a href=\"https:\/\/statorials.org\/pl\/ekstrakt-z-pand-miesiac-od-daty\/\" target=\"_blank\" rel=\"noopener\">Jak wyodr\u0119bni\u0107 miesi\u0105c z daty w Pandach<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mo\u017cesz u\u017cy\u0107 poni\u017cszej funkcji, aby obliczy\u0107 r\u00f3\u017cnic\u0119 czasu w miesi\u0105cach mi\u0119dzy dwiema kolumnami ramki DataFrame pandy: def month_diff(x, y): end = x. dt . to_period (&#8217; M &#8217;). view (dtype=&#8217; int64 &#8217;) start = y. dt . to_period (&#8217; M &#8217;). view (dtype=&#8217; int64 &#8217;) return end-start Poni\u017cszy przyk\u0142ad pokazuje, jak w praktyce wykorzysta\u0107 t\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-2576","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 obliczy\u0107 delt\u0119 czasu w miesi\u0105cach - Statologia<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak obliczy\u0107 r\u00f3\u017cnic\u0119 czasu w miesi\u0105cach dla dw\u00f3ch kolumn w ramce 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\/miesiac-timedelta-pand\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandy: Jak obliczy\u0107 delt\u0119 czasu w miesi\u0105cach - Statologia\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak obliczy\u0107 r\u00f3\u017cnic\u0119 czasu w miesi\u0105cach dla dw\u00f3ch kolumn w ramce DataFrame pandy.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/miesiac-timedelta-pand\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-21T16:00:48+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\/miesiac-timedelta-pand\/\",\"url\":\"https:\/\/statorials.org\/pl\/miesiac-timedelta-pand\/\",\"name\":\"Pandy: Jak obliczy\u0107 delt\u0119 czasu w miesi\u0105cach - Statologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-21T16:00:48+00:00\",\"dateModified\":\"2023-07-21T16:00:48+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak obliczy\u0107 r\u00f3\u017cnic\u0119 czasu w miesi\u0105cach dla dw\u00f3ch kolumn w ramce DataFrame pandy.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/miesiac-timedelta-pand\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/miesiac-timedelta-pand\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/miesiac-timedelta-pand\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandy: jak obliczy\u0107 timedelt\u0119 w miesi\u0105cach\"}]},{\"@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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