{"id":3721,"date":"2023-07-15T22:47:03","date_gmt":"2023-07-15T22:47:03","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%95%e1%80%94%e1%80%ba%e1%80%92%e1%80%ab%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8%e1%80%9e%e1%80%8a%e1%80%ba-%e1%80%a1%e1%80%81%e1%80%bc%e1%80%ac%e1%80%b8%e1%80%92%e1%80%b1%e1%80%90%e1%80%ac%e1%80%98\/"},"modified":"2023-07-15T22:47:03","modified_gmt":"2023-07-15T22:47:03","slug":"%e1%80%95%e1%80%94%e1%80%ba%e1%80%92%e1%80%ab%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8%e1%80%9e%e1%80%8a%e1%80%ba-%e1%80%a1%e1%80%81%e1%80%bc%e1%80%ac%e1%80%b8%e1%80%92%e1%80%b1%e1%80%90%e1%80%ac%e1%80%98","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/%e1%80%95%e1%80%94%e1%80%ba%e1%80%92%e1%80%ab%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8%e1%80%9e%e1%80%8a%e1%80%ba-%e1%80%a1%e1%80%81%e1%80%bc%e1%80%ac%e1%80%b8%e1%80%92%e1%80%b1%e1%80%90%e1%80%ac%e1%80%98\/","title":{"rendered":"Pandas- \u1021\u1001\u103c\u102c\u1038 dataframe \u1010\u103d\u1004\u103a \u1019\u101b\u103e\u102d\u101e\u1031\u102c \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101b\u101a\u1030\u1015\u102b\u104b"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u1021\u1001\u103c\u102c\u1038 DataFrame \u1010\u103d\u1004\u103a\u1019\u101b\u103e\u102d\u101e\u1031\u102c pandas DataFrame \u1019\u103e\u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u101b\u101a\u1030\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1001\u103c\u1031\u1001\u1036\u1021\u1011\u102c\u1038\u1021\u101e\u102d\u102f\u1000\u102d\u102f\u101e\u102f\u1036\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#merge two DataFrames and create indicator column<\/span>\ndf_all = df1. <span style=\"color: #3366ff;\">merge<\/span> ( <span style=\"color: #3366ff;\">df2.drop_duplicates<\/span> (), on=[' <span style=\"color: #ff0000;\">col1<\/span> ',' <span style=\"color: #ff0000;\">col2<\/span> '],\n                   how=' <span style=\"color: #ff0000;\">left<\/span> ', indicator= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#create DataFrame with rows that exist in first DataFrame only<\/span>\ndf1_only = df_all[df_all[' <span style=\"color: #ff0000;\">_merge<\/span> '] == ' <span style=\"color: #ff0000;\">left_only<\/span> ']<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u101e\u100a\u103a \u1024 syntax \u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1010\u103d\u1004\u103a \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<h2> <strong>\u1025\u1015\u1019\u102c- \u1021\u1001\u103c\u102c\u1038 DataFrame \u1010\u103d\u1004\u103a\u1019\u101b\u103e\u102d\u101e\u1031\u102c Pandas DataFrame \u1010\u103d\u1004\u103a \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u101b\u101a\u1030\u1001\u103c\u1004\u103a\u1038\u104b<\/strong><\/h2>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b Panda DataFrames \u1014\u103e\u1005\u103a\u1001\u102f\u101b\u103e\u102d\u101e\u100a\u103a\u101f\u102f \u101a\u1030\u1006\u1000\u103c\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/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;\">#create first DataFrame\n<span style=\"color: #000000;\">df1 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'B', 'C', 'D', 'E'], \n                    ' <span style=\"color: #ff0000;\">points<\/span> ': [12, 15, 22, 29, 24]}) \n\n<span style=\"color: #008000;\">print<\/span> (df1)\n\n  team points\n0 to 12\n1 B 15\n2 C 22\n3 D 29\n4 E 24\n\n<span style=\"color: #008080;\">#create second DataFrame\n<\/span>df2 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'D', 'F', 'G', 'H'],\n                    ' <span style=\"color: #ff0000;\">points<\/span> ': [12, 29, 15, 19, 10]})\n\n<span style=\"color: #008000;\">print<\/span> (df2)\n\n  team points\n0 to 12\n1 D 29\n2 F 15\n3 G 19\n4:10 a.m.\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">DataFrame \u1014\u103e\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1015\u1031\u102b\u1004\u103a\u1038\u1005\u100a\u103a\u1038\u101b\u1014\u103a\u1014\u103e\u1004\u1037\u103a DataFrame \u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1014\u103e\u1004\u1037\u103a \u101e\u1000\u103a\u1006\u102d\u102f\u1004\u103a\u101e\u100a\u1037\u103a \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101b\u1014\u103a \u100a\u103d\u103e\u1014\u103a\u1000\u102d\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b syntax \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#merge two DataFrames and create indicator column\n<\/span>df_all = df1. <span style=\"color: #3366ff;\">merge<\/span> ( <span style=\"color: #3366ff;\">df2.drop_duplicates<\/span> (), on=[' <span style=\"color: #ff0000;\">team<\/span> ',' <span style=\"color: #ff0000;\">points<\/span> '],\n                   how=' <span style=\"color: #ff0000;\">left<\/span> ', indicator= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#view result\n<\/span><span style=\"color: #008000;\">print<\/span> (df_all)<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a \u1012\u102f\u1010\u102d\u101a DataFrame \u1010\u103d\u1004\u103a\u1019\u101b\u103e\u102d\u101e\u1031\u102c \u1015\u1011\u1019 DataFrame \u1019\u103e\u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u101e\u102c\u101b\u101a\u1030\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b syntax \u1000\u102d\u102f\u101e\u102f\u1036\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create DataFrame with rows that exist in first DataFrame only\n<\/span>df1_only = df_all[df_all[' <span style=\"color: #ff0000;\">_merge<\/span> '] == ' <span style=\"color: #ff0000;\">left_only<\/span> ']\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df1_only)\n\n  team points _merge\n1 B 15 left_only\n2 C 22 left_only\n4 E 24 left_only\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1014\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038\u1010\u103d\u1004\u103a\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1021\u101c\u102d\u102f\u101b\u103e\u102d\u1015\u102b\u1000 <strong>_merge<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u1000\u102d\u102f \u1016\u101a\u103a\u101b\u103e\u102c\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#drop '_merge' column\n<\/span>df1_only = df1_only. <span style=\"color: #3366ff;\">drop<\/span> (' <span style=\"color: #ff0000;\">_merge<\/span> ', axis= <span style=\"color: #008000;\">1<\/span> )\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df1_only)\n\n  team points\n1 B 15\n2 C 22\n4 E 24<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u101b\u101c\u1012\u103a\u1019\u103e\u102c \u1015\u1011\u1019 DataFrame \u1010\u103d\u1004\u103a \u1021\u1010\u1014\u103a\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u101b\u103e\u102d\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 \u1012\u102f\u1010\u102d\u101a DataFrame \u1010\u103d\u1004\u103a \u1019\u1015\u102b\u101e\u100a\u1037\u103a DataFrame \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u1011\u1015\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1021\u101b\u1004\u103a\u1038\u1021\u1019\u103c\u1005\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u1001\u103c\u102c\u1038\u1018\u102f\u1036\u1021\u101c\u102f\u1015\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u101e\u100a\u103a-<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/my\/\u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u101e\u100a\u103a-\u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1019\u103e-\u1021\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f-\u1015\u1031\u102b\u1004\u103a\u1038\u1011\u100a\u1037\u103a\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener\">Pandas \u1010\u103d\u1004\u103a DataFrame \u1010\u1005\u103a\u1001\u102f\u1019\u103e \u1014\u1031\u102c\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1011\u100a\u1037\u103a\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/\u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u101e\u100a\u103a-\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u104f-\u1021\u1005\u1009\u103a\u101c\u102d\u102f\u1000\u103a\u1000\u102d\u102f-\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener\">Pandas \u1010\u103d\u1004\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u1005\u102e\u1005\u1025\u103a\u1000\u102d\u102f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/\u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u101e\u100a\u103a-\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1000\u102d\u102f-\u1014\u102c\u1019\u100a\u103a\u1016\u103c\u1004\u1037\u103a\u1005\u102e\u1015\u102b\u104b\/\" target=\"_blank\" rel=\"noopener\">Pandas \u1010\u103d\u1004\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u1019\u100a\u103a\u1001\u103d\u1032\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u1021\u1001\u103c\u102c\u1038 DataFrame \u1010\u103d\u1004\u103a\u1019\u101b\u103e\u102d\u101e\u1031\u102c pandas DataFrame \u1019\u103e\u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u101b\u101a\u1030\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1001\u103c\u1031\u1001\u1036\u1021\u1011\u102c\u1038\u1021\u101e\u102d\u102f\u1000\u102d\u102f\u101e\u102f\u1036\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b #merge two DataFrames and create indicator column df_all = df1. merge ( df2.drop_duplicates (), on=[&#8216; col1 &#8216;,&#8217; col2 &#8216;], how=&#8217; left &#8216;, indicator= True ) #create DataFrame with rows that exist in first DataFrame only df1_only = df_all[df_all[&#8216; _merge &#8216;] == &#8216; left_only &#8216;] \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u101e\u100a\u103a \u1024 syntax [&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":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pandas- \u1021\u1001\u103c\u102c\u1038 DataFrame - Statorials \u1010\u103d\u1004\u103a \u1019\u101b\u103e\u102d\u101e\u1031\u102c \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101b\u101a\u1030\u1015\u102b\u104b<\/title>\n<meta name=\"description\" content=\"\u1025\u1015\u1019\u102c\u1010\u1005\u103a\u1001\u102f\u1021\u1015\u102b\u1021\u101d\u1004\u103a \u1021\u1001\u103c\u102c\u1038\u101e\u1031\u102c DataFrame \u1010\u103d\u1004\u103a\u1019\u101b\u103e\u102d\u101e\u1031\u102c pandas DataFrame \u1010\u103d\u1004\u103a \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u101b\u101a\u1030\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b\" \/>\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\/my\/\u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u101e\u100a\u103a-\u1021\u1001\u103c\u102c\u1038\u1012\u1031\u1010\u102c\u1018\/\" \/>\n<meta property=\"og:locale\" content=\"my_MM\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas- \u1021\u1001\u103c\u102c\u1038 DataFrame - Statorials \u1010\u103d\u1004\u103a \u1019\u101b\u103e\u102d\u101e\u1031\u102c 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