{"id":982,"date":"2023-07-28T02:45:23","date_gmt":"2023-07-28T02:45:23","guid":{"rendered":"https:\/\/statorials.org\/tr\/pandalar-tarihe-gore-siralar\/"},"modified":"2023-07-28T02:45:23","modified_gmt":"2023-07-28T02:45:23","slug":"pandalar-tarihe-gore-siralar","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/pandalar-tarihe-gore-siralar\/","title":{"rendered":"Pandas dataframe&#39;i tarihe g\u00f6re s\u0131ralama (\u00f6rneklerle)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u00c7o\u011fu zaman bir pandan\u0131n DataFrame&#8217;ini tarihleri i\u00e7eren bir s\u00fctuna g\u00f6re s\u0131ralamak isteyebilirsiniz. Neyse ki <a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.Series.sort_values.html\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>sort_values()<\/strong><\/a> i\u015flevini kullanarak bunu yapmak kolayd\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde bu i\u015flevin pratik kullan\u0131m\u0131na ili\u015fkin birka\u00e7 \u00f6rnek g\u00f6sterilmektedir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: Tarih s\u00fctununa g\u00f6re s\u0131ralama<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki pandalara sahip oldu\u011fumuzu varsayal\u0131m DataFrame:<\/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<\/span>\ndf = pd.DataFrame({'sales': [4, 11, 13, 9],\n                   'customers': [2, 6, 9, 7],\n                   'date': ['2020-01-25', '2020-01-18', '2020-01-22', '2020-01-21']})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #993300;\">print<\/span> (df)\n\n   sales customers date\n0 4 2 2020-01-25\n1 11 6 2020-01-18\n2 13 9 2020-01-22\n3 9 7 2020-01-21\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u00d6ncelikle &#8216;date&#8217; s\u00fctununu bir datetime nesnesine d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in <strong>to_datetime()<\/strong> fonksiyonunu kullanmam\u0131z gerekir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[' <span style=\"color: #008000;\">date<\/span> '] = pd. <span style=\"color: #3366ff;\">to_datetime<\/span> (df[' <span style=\"color: #008000;\">date<\/span> '])\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Daha sonra, <strong>sort_values()<\/strong> i\u015flevini kullanarak DataFrame&#8217;i &#8216;tarih&#8217; s\u00fctununa g\u00f6re s\u0131ralayabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">sort_values<\/span> (by=' <span style=\"color: #008000;\">date<\/span> ')\n\n        sales customers date\n1 11 6 2020-01-18\n3 9 7 2020-01-21\n2 13 9 2020-01-22\n0 4 2 2020-01-25\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Varsay\u0131lan olarak bu i\u015flev tarihleri artan d\u00fczende s\u0131ralar. Ancak azalan d\u00fczende s\u0131ralamak i\u00e7in <strong>artan=Yanl\u0131\u015f<\/strong> se\u00e7ene\u011fini belirleyebilirsiniz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">sort_values<\/span> (by=' <span style=\"color: #008000;\">date<\/span> ', ascending= <span style=\"color: #008000;\">False<\/span> )\n\n\tsales customers date\n0 4 2 2020-01-25\n2 13 9 2020-01-22\n3 9 7 2020-01-21\n1 11 6 2020-01-18<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: birden fazla tarih s\u00fctununa g\u00f6re s\u0131ralama<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki pandalara sahip oldu\u011fumuzu varsayal\u0131m DataFrame:<\/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<\/span>\ndf = pd.DataFrame({'person': ['A', 'B', 'C', 'D'],\n                   'order_date': ['2020-01-15', '2020-01-15', '2020-01-20', '2020-01-20'],\n                   'receive_date': ['2020-01-25', '2020-01-18', '2020-01-22', '2020-01-21']})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #993300;\">print<\/span> (df)\n\n  person order_date receive_date\n0 A 2020-01-15 2020-01-25\n1 B 2020-01-15 2020-01-18\n2 C 2020-01-20 2020-01-22\n3 D 2020-01-20 2020-01-21<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Fonksiyona basit\u00e7e birden fazla s\u00fctun ad\u0131 sa\u011flayarak DataFrame&#8217;i birden \u00e7ok s\u00fctunda s\u0131ralamak i\u00e7in <strong>sort_values<\/strong> i\u015flevini kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#convert both date columns to datetime objects<\/span>\ndf[['order_date','receive_date']] = df[['order_date','receive_date']]. <span style=\"color: #3366ff;\">apply<\/span> (pd. <span style=\"color: #3366ff;\">to_datetime<\/span> )\n<span style=\"color: #008080;\">\n#sort DateFrame by order_date, then by receive_date\n<\/span>df. <span style=\"color: #3366ff;\">sort_values<\/span> (by=['order_date', 'receive_date'])\n\n        person order_date receive_date\n1 B 2020-01-15 2020-01-18\n0 A 2020-01-15 2020-01-25\n3 D 2020-01-20 2020-01-21\n2 C 2020-01-20 2020-01-22<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">DataFrame art\u0131k order_date&#8217;e g\u00f6re artan s\u0131rada, daha sonra da makbuz_tarihine g\u00f6re artan s\u0131rada s\u0131ralan\u0131yor.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> Pandas DataFrame sat\u0131rlar\u0131n\u0131 tarihe g\u00f6re filtreleme<br \/> <a href=\"https:\/\/statorials.org\/tr\/datetimei-tarih-pandalarina-donustur\/\" target=\"_blank\" rel=\"noopener noreferrer\">Pandalar&#8217;da DateTime&#8217;\u0131 tarihe nas\u0131l d\u00f6n\u00fc\u015ft\u00fcrebilirim?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/sutunlari-pandalarin-tarih-saatine-donustur\/\" target=\"_blank\" rel=\"noopener noreferrer\">Pandalar&#8217;da s\u00fctunlar\u0131 DateTime&#8217;a d\u00f6n\u00fc\u015ft\u00fcrme<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/pandalar-dizine-ve-sutuna-gore-siralar\/\" target=\"_blank\" rel=\"noopener\">Pandalar&#8217;da hem dizine hem de s\u00fctuna g\u00f6re s\u0131ralama nas\u0131l yap\u0131l\u0131r<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00c7o\u011fu zaman bir pandan\u0131n DataFrame&#8217;ini tarihleri i\u00e7eren bir s\u00fctuna g\u00f6re s\u0131ralamak isteyebilirsiniz. Neyse ki sort_values() i\u015flevini kullanarak bunu yapmak kolayd\u0131r. Bu e\u011fitimde bu i\u015flevin pratik kullan\u0131m\u0131na ili\u015fkin birka\u00e7 \u00f6rnek g\u00f6sterilmektedir. \u00d6rnek 1: Tarih s\u00fctununa g\u00f6re s\u0131ralama A\u015fa\u011f\u0131daki pandalara sahip oldu\u011fumuzu varsayal\u0131m DataFrame: import pandas as pd #createDataFrame df = pd.DataFrame({&#8216;sales&#8217;: [4, 11, 13, 9], &#8216;customers&#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":[11],"tags":[],"class_list":["post-982","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pandas DataFrame&#039;i Tarihe G\u00f6re S\u0131ralama (\u00d6rneklerle)<\/title>\n<meta name=\"description\" content=\"Bir pandan\u0131n DataFrame&#039;inin tarih 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