{"id":3740,"date":"2023-07-15T20:00:36","date_gmt":"2023-07-15T20:00:36","guid":{"rendered":"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/"},"modified":"2023-07-15T20:00:36","modified_gmt":"2023-07-15T20:00:36","slug":"pandy-dodaj-odejmij-czas-data-godzina","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/","title":{"rendered":"Pandy: jak dodawa\u0107\/odejmowa\u0107 czas do datetime"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Aby doda\u0107 lub odj\u0105\u0107 czas od daty\/godziny w pandach, mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cej podstawowej sk\u0142adni:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#add time to datetime<\/span>\ndf[' <span style=\"color: #ff0000;\">new_datetime<\/span> '] = df[' <span style=\"color: #ff0000;\">my_datetime<\/span> '] + pd. <span style=\"color: #3366ff;\">Timedelta<\/span> (hours= <span style=\"color: #008000;\">5<\/span> , minutes= <span style=\"color: #008000;\">10<\/span> , seconds= <span style=\"color: #008000;\">3<\/span> )\n\n<span style=\"color: #008080;\">#subtract time from datetime<\/span>\ndf[' <span style=\"color: #ff0000;\">new_datetime<\/span> '] = df[' <span style=\"color: #ff0000;\">my_datetime<\/span> '] - pd. <span style=\"color: #3366ff;\">Timedelta<\/span> (hours= <span style=\"color: #008000;\">5<\/span> , minutes= <span style=\"color: #008000;\">10<\/span> , seconds= <span style=\"color: #008000;\">3<\/span> ) \n<\/strong><\/pre>\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: Dodaj\/odejmij czas do daty i godziny w Pandach<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Za\u0142\u00f3\u017cmy, \u017ce mamy nast\u0119puj\u0105c\u0105 ramk\u0119 danych pandy, kt\u00f3ra pokazuje sprzeda\u017c dokonan\u0105 przez sklep w 10 r\u00f3\u017cnych datach i godzinach:<\/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 style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">time<\/span> ': <span style=\"color: #3366ff;\">pd.date_range<\/span> (' <span style=\"color: #ff0000;\">2022-01-01<\/span> ', periods= <span style=\"color: #008000;\">10<\/span> ),\n                   ' <span style=\"color: #ff0000;\">sales<\/span> ': [14, 22, 25, 29, 31, 10, 12, 8, 22, 25]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n        time sales\n0 2022-01-01 14\n1 2022-01-02 22\n2 2022-01-03 25\n3 2022-01-04 29\n4 2022-01-05 31\n5 2022-01-06 10\n6 2022-01-07 12\n7 2022-01-08 8\n8 2022-01-09 22\n9 2022-01-10 25<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Mo\u017cemy u\u017cy\u0107 funkcji pandas <strong>Timedelta<\/strong> , aby doda\u0107 5 godzin, 10 minut i 3 sekundy do ka\u017cdej warto\u015bci typu datetime w kolumnie \u201etime\u201d:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create new column that contains time + 5 hours, 10 minutes, 3 seconds\n<\/span>df[' <span style=\"color: #ff0000;\">time_plus_some<\/span> '] = df[' <span style=\"color: #ff0000;\">time<\/span> '] + pd. <span style=\"color: #3366ff;\">Timedelta<\/span> (hours= <span style=\"color: #008000;\">5<\/span> , minutes= <span style=\"color: #008000;\">10<\/span> , seconds= <span style=\"color: #008000;\">3<\/span> )\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n        time sales time_plus_some\n0 2022-01-01 14 2022-01-01 05:10:03\n1 2022-01-02 22 2022-01-02 05:10:03\n2 2022-01-03 25 2022-01-03 05:10:03\n3 2022-01-04 29 2022-01-04 05:10:03\n4 2022-01-05 31 2022-01-05 05:10:03\n5 2022-01-06 10 2022-01-06 05:10:03\n6 2022-01-07 12 2022-01-07 05:10:03\n7 2022-01-08 8 2022-01-08 05:10:03\n8 2022-01-09 22 2022-01-09 05:10:03\n9 2022-01-10 25 2022-01-10 05:10:03<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">R\u00f3wnie \u0142atwo mo\u017cemy utworzy\u0107 now\u0105 kolumn\u0119, kt\u00f3ra odejmuje 5 godzin, 10 minut i 3 sekundy od ka\u017cdej warto\u015bci typu datetime w kolumnie \u201etime\u201d:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create new column that contains time - 5 hours, 10 minutes, 3 seconds\n<\/span>df[' <span style=\"color: #ff0000;\">time_minus_some<\/span> '] = df[' <span style=\"color: #ff0000;\">time<\/span> '] - pd. <span style=\"color: #3366ff;\">Timedelta<\/span> (hours= <span style=\"color: #008000;\">5<\/span> , minutes= <span style=\"color: #008000;\">10<\/span> , seconds= <span style=\"color: #008000;\">3<\/span> )\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n        time sales time_minus_some\n0 2022-01-01 14 2021-12-31 18:49:57\n1 2022-01-02 22 2022-01-01 18:49:57\n2 2022-01-03 25 2022-01-02 18:49:57\n3 2022-01-04 29 2022-01-03 18:49:57\n4 2022-01-05 31 2022-01-04 18:49:57\n5 2022-01-06 10 2022-01-05 18:49:57\n6 2022-01-07 12 2022-01-06 18:49:57\n7 2022-01-08 8 2022-01-07 18:49:57\n8 2022-01-09 22 2022-01-08 18:49:57\n9 2022-01-10 25 2022-01-09 18:49:57\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Uwaga nr 1<\/strong> : W tych przyk\u0142adach u\u017cyli\u015bmy okre\u015blonej liczby godzin, minut i sekund, ale je\u015bli chcesz, mo\u017cesz tak\u017ce u\u017cy\u0107 tylko jednej z tych jednostek. Na przyk\u0142ad mo\u017cesz okre\u015bli\u0107 <strong>pd.Timedelta(hours=5)<\/strong> , aby po prostu doda\u0107 pi\u0119\u0107 godzin do warto\u015bci typu datetime.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Uwaga nr 2<\/strong> : Pe\u0142n\u0105 dokumentacj\u0119 funkcji <strong>Timedelta<\/strong> pandy mo\u017cna znale\u017a\u0107 <a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.Timedelta.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-konwertuja-timedelta-na-int\/\" target=\"_blank\" rel=\"noopener\">Jak przekonwertowa\u0107 Timedelta na Int w Pandach<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/pandy-konwertuja-datetime-na-ciag\/\" target=\"_blank\" rel=\"noopener\">Jak przekonwertowa\u0107 DateTime na ci\u0105g w Pandach<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/panda-sygnatura-czasowa-data-godzina\/\" target=\"_blank\" rel=\"noopener\">Jak przekonwertowa\u0107 znacznik czasu na dat\u0119\/godzin\u0119 w Pandach<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/pandy-tworza-kolumne-daty-z-roku,-miesiaca,-dnia\/\" target=\"_blank\" rel=\"noopener\">Jak utworzy\u0107 kolumn\u0119 daty z roku, miesi\u0105ca i dnia w Pandach<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Aby doda\u0107 lub odj\u0105\u0107 czas od daty\/godziny w pandach, mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cej podstawowej sk\u0142adni: #add time to datetime df[&#8217; new_datetime &#8217;] = df[&#8217; my_datetime &#8217;] + pd. Timedelta (hours= 5 , minutes= 10 , seconds= 3 ) #subtract time from datetime df[&#8217; new_datetime &#8217;] = df[&#8217; my_datetime &#8217;] &#8211; pd. Timedelta (hours= 5 , minutes= [&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-3740","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 dodawa\u0107\/odejmowa\u0107 czas do Datetime - Statorials<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak dodawa\u0107 i odejmowa\u0107 czas od daty\/godziny 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\/pandy-dodaj-odejmij-czas-data-godzina\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandy: Jak dodawa\u0107\/odejmowa\u0107 czas do Datetime - Statorials\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak dodawa\u0107 i odejmowa\u0107 czas od daty\/godziny w Pandach.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-15T20:00:36+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\/pandy-dodaj-odejmij-czas-data-godzina\/\",\"url\":\"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/\",\"name\":\"Pandy: Jak dodawa\u0107\/odejmowa\u0107 czas do Datetime - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-15T20:00:36+00:00\",\"dateModified\":\"2023-07-15T20:00:36+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak dodawa\u0107 i odejmowa\u0107 czas od daty\/godziny w Pandach.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandy: jak dodawa\u0107\/odejmowa\u0107 czas do datetime\"}]},{\"@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. Dzi\u0119ki bogatemu do\u015bwiadczeniu i wiedzy specjalistycznej w dziedzinie statystyki ch\u0119tnie dziel\u0119 si\u0119 swoj\u0105 wiedz\u0105, aby wzmocni\u0107 pozycj\u0119 uczni\u00f3w za po\u015brednictwem Statorials. Wiedzie\u0107 wi\u0119cej\",\"sameAs\":[\"https:\/\/statorials.org\/pl\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Pandy: Jak dodawa\u0107\/odejmowa\u0107 czas do Datetime - Statorials","description":"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak dodawa\u0107 i odejmowa\u0107 czas od daty\/godziny w Pandach.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/","og_locale":"pl_PL","og_type":"article","og_title":"Pandy: Jak dodawa\u0107\/odejmowa\u0107 czas do Datetime - Statorials","og_description":"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak dodawa\u0107 i odejmowa\u0107 czas od daty\/godziny w Pandach.","og_url":"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/","og_site_name":"Statorials","article_published_time":"2023-07-15T20:00:36+00:00","author":"Benjamin Anderson","twitter_card":"summary_large_image","twitter_misc":{"Napisane przez":"Benjamin Anderson","Szacowany czas czytania":"2 minuty"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/","url":"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/","name":"Pandy: Jak dodawa\u0107\/odejmowa\u0107 czas do Datetime - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/pl\/#website"},"datePublished":"2023-07-15T20:00:36+00:00","dateModified":"2023-07-15T20:00:36+00:00","author":{"@id":"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965"},"description":"W tym samouczku wyja\u015bniono, na przyk\u0142adzie, jak dodawa\u0107 i odejmowa\u0107 czas od daty\/godziny w Pandach.","breadcrumb":{"@id":"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/#breadcrumb"},"inLanguage":"pl-PL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/pl\/pandy-dodaj-odejmij-czas-data-godzina\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Dom","item":"https:\/\/statorials.org\/pl\/"},{"@type":"ListItem","position":2,"name":"Pandy: jak dodawa\u0107\/odejmowa\u0107 czas do datetime"}]},{"@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. Dzi\u0119ki bogatemu do\u015bwiadczeniu i wiedzy specjalistycznej w dziedzinie statystyki ch\u0119tnie dziel\u0119 si\u0119 swoj\u0105 wiedz\u0105, aby wzmocni\u0107 pozycj\u0119 uczni\u00f3w za po\u015brednictwem Statorials. Wiedzie\u0107 wi\u0119cej","sameAs":["https:\/\/statorials.org\/pl"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/posts\/3740","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/comments?post=3740"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/posts\/3740\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/media?parent=3740"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/categories?post=3740"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/tags?post=3740"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}