{"id":976,"date":"2023-07-28T03:15:43","date_gmt":"2023-07-28T03:15:43","guid":{"rendered":"https:\/\/statorials.org\/tr\/pandalar-birden-fazla-sutunu-birlestirir\/"},"modified":"2023-07-28T03:15:43","modified_gmt":"2023-07-28T03:15:43","slug":"pandalar-birden-fazla-sutunu-birlestirir","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/pandalar-birden-fazla-sutunu-birlestirir\/","title":{"rendered":"Pandas dataframes&#39;\u0131 birden \u00e7ok s\u00fctunda birle\u015ftirme"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u00c7o\u011funlukla iki panda DataFrame&#8217;i birden fazla s\u00fctunda birle\u015ftirmek isteyebilirsiniz. Neyse ki, a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanan pandas <a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.merge.html\" target=\"_blank\" rel=\"noopener noreferrer\">merge()<\/a> i\u015flevini kullanarak bunu yapmak kolayd\u0131r:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p.d. <span style=\"color: #3366ff;\">merge<\/span> (df1, df2, left_on=['col1','col2'], right_on = ['col1','col2'])<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde bu fonksiyonun pratikte nas\u0131l kullan\u0131laca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <strong>\u00d6rnek 1: Farkl\u0131 adlara sahip birden \u00e7ok s\u00fctunu <span style=\"color: #000000;\">birle\u015ftirme<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki iki panda DataFrame&#8217;e sahip oldu\u011fumuzu varsayal\u0131m:<\/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;\">#create and view first DataFrame<\/span>\ndf1 = pd.DataFrame({'a1': [0, 0, 1, 1, 2],\n                   'b': [0, 0, 1, 1, 1],\n                   'c': [11, 8, 10, 6, 6]})\n\n<span style=\"color: #3366ff;\">print<\/span> (df1)\n\n   a1 bc\n0 0 0 11\n1 0 0 8\n2 1 1 10\n3 1 1 6\n4 2 1 6\n\n<span style=\"color: #008080;\">#create and view second DataFrame<\/span> \ndf2 = pd.DataFrame({'a2': [0, 1, 1, 1, 3],\n                   'b': [0, 0, 0, 1, 1],\n                   'd': [22, 24, 25, 33, 37]})\n\n<span style=\"color: #3366ff;\">print<\/span> (df2)\n\n   a2 comic\n0 0 0 22\n1 1 0 24\n2 1 0 25\n3 1 1 33\n4 3 1 37\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, her iki DataFrame&#8217;den birden \u00e7ok s\u00fctun kullanarak sol birle\u015ftirmenin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p.d. <span style=\"color: #3366ff;\">merge<\/span> (df1, df2, how=' <span style=\"color: #008000;\">left<\/span> ', left_on=[' <span style=\"color: #008000;\">a1<\/span> ', ' <span style=\"color: #008000;\">b<\/span> '], right_on = [' <span style=\"color: #008000;\">a2<\/span> ', ' <span style=\"color: #008000;\">b<\/span> '])\n\n\n        a1 b c a2 d\n0 0 0 11 0.0 22.0\n1 0 0 8 0.0 22.0\n2 1 1 10 1.0 33.0\n3 1 1 6 1.0 33.0\n4 2 1 6 NaN NaN\n<\/strong><\/pre>\n<h3> <strong>\u00d6rnek 2: Ayn\u0131 adlara sahip birden \u00e7ok s\u00fctunu <span style=\"color: #000000;\">birle\u015ftirme<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Ayn\u0131 s\u00fctun adlar\u0131na sahip a\u015fa\u011f\u0131daki iki panda DataFrame&#8217;e sahip oldu\u011fumuzu varsayal\u0131m:<\/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;\">#createDataFrames<\/span>\ndf1 = pd.DataFrame({'a': [0, 0, 1, 1, 2],\n                   'b': [0, 0, 1, 1, 1],\n                   'c': [11, 8, 10, 6, 6]})\n\ndf2 = pd.DataFrame({'a': [0, 1, 1, 1, 3],\n                   'b': [0, 0, 0, 1, 1],\n                   'd': [22, 24, 25, 33, 37]})\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Bu durumda, s\u00fctun adlar\u0131 her iki DataFrame&#8217;de de ayn\u0131 oldu\u011fundan <strong>on = [&#8216;a&#8217;, &#8216;b&#8217;]<\/strong> kullan\u0131m\u0131n\u0131 basitle\u015ftirebiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p.d. <span style=\"color: #3366ff;\">merge<\/span> (df1, df2, how=' <span style=\"color: #008000;\">left<\/span> ', on=[' <span style=\"color: #008000;\">a<\/span> ', ' <span style=\"color: #008000;\">b<\/span> '])\n\n\ta b c d\n0 0 0 11 22.0\n1 0 0 8 22.0\n2 1 1 10 33.0\n3 1 1 6 33.0\n4 2 1 6 NaN\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> Dizinde iki Pandas DataFrame nas\u0131l birle\u015ftirilir<br \/> <a href=\"https:\/\/statorials.org\/tr\/yigin-pandalar-veri-cerceveleri\/\" target=\"_blank\" rel=\"noopener noreferrer\">Birden fazla Pandas DataFrame&#8217;i nas\u0131l istifleyebilirim?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00c7o\u011funlukla iki panda DataFrame&#8217;i birden fazla s\u00fctunda birle\u015ftirmek isteyebilirsiniz. Neyse ki, a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanan pandas merge() i\u015flevini kullanarak bunu yapmak kolayd\u0131r: p.d. merge (df1, df2, left_on=[&#8216;col1&#8242;,&#8217;col2&#8217;], right_on = [&#8216;col1&#8242;,&#8217;col2&#8242;]) Bu e\u011fitimde bu fonksiyonun pratikte nas\u0131l kullan\u0131laca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r. \u00d6rnek 1: Farkl\u0131 adlara sahip birden \u00e7ok s\u00fctunu birle\u015ftirme A\u015fa\u011f\u0131daki iki panda DataFrame&#8217;e sahip oldu\u011fumuzu varsayal\u0131m: import pandas [&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-976","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 DataFrames&#039;i birden \u00e7ok s\u00fctunda birle\u015ftirme - 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