{"id":898,"date":"2023-07-28T09:25:50","date_gmt":"2023-07-28T09:25:50","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%95%e1%80%94%e1%80%ba%e1%80%92%e1%80%ab%e1%80%90%e1%80%94%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8-%e1%80%92%e1%80%b1%e1%80%90%e1%80%ac%e1%80%98%e1%80%b1%e1%80%ac%e1%80%84%e1%80%ba\/"},"modified":"2023-07-28T09:25:50","modified_gmt":"2023-07-28T09:25:50","slug":"%e1%80%95%e1%80%94%e1%80%ba%e1%80%92%e1%80%ab%e1%80%90%e1%80%94%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8-%e1%80%92%e1%80%b1%e1%80%90%e1%80%ac%e1%80%98%e1%80%b1%e1%80%ac%e1%80%84%e1%80%ba","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%90%e1%80%94%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8-%e1%80%92%e1%80%b1%e1%80%90%e1%80%ac%e1%80%98%e1%80%b1%e1%80%ac%e1%80%84%e1%80%ba\/","title":{"rendered":"Pandas dataframe \u1010\u103d\u1004\u103a \u1021\u1010\u1014\u103a\u1038\u1015\u1031\u102b\u1004\u103a\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101b\u103e\u102c\u101b\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u1015\u1014\u103a\u1012\u102b DataFrame \u1010\u103d\u1004\u103a \u1010\u1005\u103a\u1001\u102f \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1010\u1005\u103a\u1001\u102f\u1011\u1000\u103a\u1015\u102d\u102f\u101e\u1031\u102c \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u104f \u1015\u1031\u102b\u1004\u103a\u1038\u101c\u1012\u103a\u1000\u102d\u102f \u1019\u1000\u103c\u102c\u1001\u100f \u101e\u1004\u103a\u1005\u102d\u1010\u103a\u101d\u1004\u103a\u1005\u102c\u1038\u1015\u1031\u1019\u100a\u103a\u104b \u1000\u1036\u1000\u1031\u102c\u1004\u103a\u1038\u1011\u1031\u102c\u1000\u103a\u1019\u1005\u103d\u102c\u104a \u101e\u1004\u103a\u101e\u100a\u103a <a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.sum.html\" target=\"_blank\" rel=\"noopener\">sum(axis=1)<\/a> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u101c\u103d\u101a\u103a\u1010\u1000\u1030 \u1015\u103c\u102f\u101c\u102f\u1015\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b DataFrame \u1010\u103d\u1004\u103a \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1001\u103c\u1004\u103a\u1038\u104f \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a \u104b<\/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<span style=\"color: #107d3f;\">import<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd.DataFrame({'rating': [90, 85, 82, 88, 94, 90, 76, 75, 87, 86],\n                   'points': [25, 20, 14, 16, 27, 20, 12, 15, 14, 19],\n                   'assists': [5, 7, 7, 8, 5, 7, 6, 9, 9, 5],\n                   'rebounds': [8, np.nan, 10, 6, 6, 9, 6, 10, 10, 7]})\n\n<span style=\"color: #008080;\">#view DataFrame<\/span> \ndf\n\n\n        rating points assists rebounds\n0 90 25 5 8.0\n1 85 20 7 NaN\n2 82 14 7 10.0\n3 88 16 8 6.0\n4 94 27 5 6.0\n5 90 20 7 9.0\n6 76 12 6 6.0\n7 75 15 9 10.0\n8 87 14 9 10.0\n9 86 19 5 7.07\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 1- \u1021\u1010\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u104f\u1015\u1031\u102b\u1004\u103a\u1038\u101c\u1012\u103a\u1000\u102d\u102f\u101b\u103e\u102c\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b syntax \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d DataFrame \u104f\u1021\u1010\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u104f\u1015\u1031\u102b\u1004\u103a\u1038\u101c\u1012\u103a\u1000\u102d\u102f\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101b\u103e\u102c\u1016\u103d\u1031\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">sum<\/span> (axis=1)\n\n0 128.0\n1,112.0\n2,113.0\n3 118.0\n4,132.0\n5,126.0\n6 100.0\n7 109.0\n8 120.0\n9 117.0\ndtype:float64<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1021\u1011\u103d\u1000\u103a\u101e\u100a\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1021\u102c\u1038 \u1015\u103c\u1031\u102c\u1015\u103c\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u1015\u1011\u1019\u1010\u1014\u103a\u1038\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u104f \u1015\u1031\u102b\u1004\u103a\u1038\u101c\u1012\u103a\u101e\u100a\u103a <strong>128<\/strong> \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u1012\u102f\u1010\u102d\u101a\u1010\u1014\u103a\u1038\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u104f \u1015\u1031\u102b\u1004\u103a\u1038\u101c\u1012\u103a\u101e\u100a\u103a <strong>112<\/strong> \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u1010\u1010\u102d\u101a\u1021\u1010\u1014\u103a\u1038\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u104f \u1015\u1031\u102b\u1004\u103a\u1038\u101c\u1012\u103a\u101e\u100a\u103a <strong>113<\/strong> \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1014\u1031\u102c\u1000\u103a &#8230; \u1015\u103c\u102e\u1038\u1010\u1031\u102c\u1037\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2- \u1021\u1010\u1014\u103a\u1038\u1015\u1031\u102b\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u1010\u103d\u1004\u103a \u1011\u100a\u1037\u103a\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1010\u1014\u103a\u1038\u1015\u1031\u102b\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1011\u102d\u1014\u103a\u1038\u1011\u102c\u1038\u101b\u1014\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u104f DataFrame \u1010\u103d\u1004\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1011\u100a\u1037\u103a\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\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;\">#define new DataFrame column 'row_sum' as the sum of each row<\/span>\ndf['row_sum'] = df. <span style=\"color: #3366ff;\">sum<\/span> (axis=1)\n\n<span style=\"color: #008080;\">#view DataFrame<\/span>\ndf\n\nrating points assists rebounds row_sum\n0 90 25 5 8.0 128.0\n1 85 20 7 NaN 112.0\n2 82 14 7 10.0 113.0\n3 88 16 8 6.0 118.0\n4 94 27 5 6.0 132.0\n5 90 20 7 9.0 126.0\n6 76 12 6 6.0 100.0\n7 75 15 9 10.0 109.0\n8 87 14 9 10.0 120.0\n9 86 19 5 7.0 117.0\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 3- \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1005\u102c\u101b\u1004\u103a\u1038\u1010\u102d\u102f\u1021\u1010\u103d\u1000\u103a \u1021\u1010\u1014\u103a\u1038\u1015\u1031\u102b\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101b\u103e\u102c\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u102d\u102f\u1019\u103b\u102c\u1038\u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u1010\u1014\u103a\u1038\u1015\u1031\u102b\u1004\u103a\u1038\u1005\u102f\u1000\u102d\u102f \u101b\u103e\u102c\u1016\u103d\u1031\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define new DataFrame column as sum of points and assists columns<\/span>\ndf['sum_pa'] = df['points'] + df['assists']\n\n<span style=\"color: #008080;\">#view DataFrame<\/span>\ndf\n\n\trating points assists rebounds sum_pa\n0 90 25 5 8.0 30\n1 85 20 7 NaN 27\n2 82 14 7 10.0 21\n3 88 16 8 6.0 24\n4 94 27 5 6.0 32\n5 90 20 7 9.0 27\n6 76 12 6 6.0 18\n7 75 15 9 10.0 24\n8 87 14 9 10.0 23\n9 86 19 5 7.0 24<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 4- \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1005\u102c\u101b\u1004\u103a\u1038\u101b\u103e\u100a\u103a\u1021\u1010\u103d\u1000\u103a \u1021\u1010\u1014\u103a\u1038\u1015\u1031\u102b\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101b\u103e\u102c\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u101b\u103e\u100a\u103a\u101c\u103b\u102c\u1038\u101e\u1031\u102c \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u1010\u1014\u103a\u1038\u1015\u1031\u102b\u1004\u103a\u1038\u1005\u102f\u1000\u102d\u102f \u101b\u103e\u102c\u1016\u103d\u1031\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define col_list as a list of all DataFrame column names<\/span>\ncol_list=list(df)\n\n<span style=\"color: #008080;\">#remove the column 'rating' from the list<\/span>\ncol_list.remove('rating')\n\n<span style=\"color: #008080;\">#define new DataFrame column as sum of rows in col_list<\/span> \ndf['new_sum'] = df[col_list]. <span style=\"color: #3366ff;\">sum<\/span> (axis=1)\n\n<span style=\"color: #008080;\">#view DataFrame<\/span>\ndf\n\n        rating points assists rebounds new_sum\n0 90 25 5 8.0 38.0\n1 85 20 7 NaN 27.0\n2 82 14 7 10.0 31.0\n3 88 16 8 6.0 30.0\n4 94 27 5 6.0 38.0\n5 90 20 7 9.0 36.0\n6 76 12 6 6.0 24.0\n7 75 15 9 10.0 34.0\n8 87 14 9 10.0 33.0\n9 86 19 5 7.0 31.0<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><em>pandas sum() function \u104f \u1005\u102c\u101b\u103d\u1000\u103a\u1005\u102c\u1010\u1019\u103a\u1038\u1021\u1015\u103c\u100a\u1037\u103a\u1021\u1005\u102f\u1036\u1000\u102d\u102f <a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.sum.html\" target=\"_blank\" rel=\"noopener\">\u1024\u1014\u1031\u101b\u102c\u1010\u103d\u1004\u103a<\/a> \u101b\u103e\u102c\u1010\u103d\u1031\u1037\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u1015\u1014\u103a\u1012\u102b DataFrame \u1010\u103d\u1004\u103a \u1010\u1005\u103a\u1001\u102f \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1010\u1005\u103a\u1001\u102f\u1011\u1000\u103a\u1015\u102d\u102f\u101e\u1031\u102c \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u104f \u1015\u1031\u102b\u1004\u103a\u1038\u101c\u1012\u103a\u1000\u102d\u102f \u1019\u1000\u103c\u102c\u1001\u100f \u101e\u1004\u103a\u1005\u102d\u1010\u103a\u101d\u1004\u103a\u1005\u102c\u1038\u1015\u1031\u1019\u100a\u103a\u104b \u1000\u1036\u1000\u1031\u102c\u1004\u103a\u1038\u1011\u1031\u102c\u1000\u103a\u1019\u1005\u103d\u102c\u104a \u101e\u1004\u103a\u101e\u100a\u103a sum(axis=1) \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u101c\u103d\u101a\u103a\u1010\u1000\u1030 \u1015\u103c\u102f\u101c\u102f\u1015\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b \u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b DataFrame \u1010\u103d\u1004\u103a \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1001\u103c\u1004\u103a\u1038\u104f \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a \u104b import pandas as pd import numpy as np #createDataFrame df = pd.DataFrame({&#8216;rating&#8217;: [90, 85, 82, 88, 94, 90, 76, 75, 87, 86], &#8216;points&#8217;: [25, 20, 14, 16, 27, [&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 DataFrame \u1010\u103d\u1004\u103a \u1021\u1010\u1014\u103a\u1038\u1015\u1031\u102b\u1004\u103a\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101b\u103e\u102c\u101b\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/title>\n<meta name=\"description\" content=\"Pandas DataFrame \u1010\u103d\u1004\u103a 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