{"id":2972,"date":"2023-07-19T20:21:26","date_gmt":"2023-07-19T20:21:26","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%95%e1%80%94%e1%80%ba%e1%80%92%e1%80%ab%e1%80%9b%e1%80%80%e1%80%ba%e1%80%85%e1%80%bd%e1%80%b2%e1%80%80%e1%80%bd%e1%80%ac%e1%80%81%e1%80%bc%e1%80%ac%e1%80%b8%e1%80%81%e1%80%bb%e1%80%80%e1%80%ba\/"},"modified":"2023-07-19T20:21:26","modified_gmt":"2023-07-19T20:21:26","slug":"%e1%80%95%e1%80%94%e1%80%ba%e1%80%92%e1%80%ab%e1%80%9b%e1%80%80%e1%80%ba%e1%80%85%e1%80%bd%e1%80%b2%e1%80%80%e1%80%bd%e1%80%ac%e1%80%81%e1%80%bc%e1%80%ac%e1%80%b8%e1%80%81%e1%80%bb%e1%80%80%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%9b%e1%80%80%e1%80%ba%e1%80%85%e1%80%bd%e1%80%b2%e1%80%80%e1%80%bd%e1%80%ac%e1%80%81%e1%80%bc%e1%80%ac%e1%80%b8%e1%80%81%e1%80%bb%e1%80%80%e1%80%ba\/","title":{"rendered":"Pandas- \u101b\u1000\u103a\u1005\u103d\u1032\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038 \u1000\u103d\u102c\u1001\u103c\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Pandas DataFrame \u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038 \u1001\u103c\u102c\u1038\u1014\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b syntax \u1000\u102d\u102f \u101e\u1004\u103a \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>df[' <span style=\"color: #ff0000;\">diff_days<\/span> '] = (df[' <span style=\"color: #ff0000;\">end_date<\/span> '] - df[' <span style=\"color: #ff0000;\">start_date<\/span> ']) \/ np. <span style=\"color: #3366ff;\">timedelta64<\/span> ( <span style=\"color: #008000;\">1<\/span> ,' <span style=\"color: #ff0000;\">D<\/span> ')\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1024\u1025\u1015\u1019\u102c\u101e\u100a\u103a <strong>end_date<\/strong> \u1014\u103e\u1004\u1037\u103a <strong>start_date<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u101b\u103e\u102d \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1021\u1000\u103c\u102c\u1038 \u1001\u103c\u102c\u1038\u1014\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u101b\u1000\u103a\u1019\u103b\u102c\u1038\u104f \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u101a\u1030\u1014\u1005\u103a\u1019\u103b\u102c\u1038\u101b\u103e\u102d \u101b\u1000\u103a\u1005\u103d\u1032\u1000\u103d\u102c\u1001\u103c\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a <strong>timedelta64()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1010\u103d\u1004\u103a &#8220; D&#8221;  \u1000\u102d\u102f \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1021\u1005\u102c\u1038\u1011\u102d\u102f\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>W<\/strong> : \u101b\u1000\u103a\u101e\u1010\u1039\u1010\u1015\u1010\u103a\u1019\u103b\u102c\u1038<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>M<\/strong> : \u101c<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Y<\/strong> : \u1014\u103e\u1005\u103a\u1019\u103b\u102c\u1038<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1014\u1019\u1030\u1014\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1010\u103d\u1004\u103a \u1015\u1014\u103a\u1012\u102b DataFrame \u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1000\u103d\u1032\u1015\u103c\u102c\u1038\u1019\u103e\u102f\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 1- Datetime \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038 \u1001\u103c\u102c\u1038\u1014\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102b\u104b<\/strong><\/span><\/h3>\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 \u1015\u1014\u103a\u1012\u102b DataFrame \u101b\u103e\u102d\u101e\u100a\u103a \u1006\u102d\u102f\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;\">#createDataFrame<span style=\"color: #000000;\">\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">start_date<\/span> ': pd. <span style=\"color: #3366ff;\">date_range<\/span> (start=' <span style=\"color: #ff0000;\">1\/5\/2020<\/span> ', periods= <span style=\"color: #008000;\">6<\/span> , freq=' <span style=\"color: #ff0000;\">W<\/span> '),\n                   ' <span style=\"color: #ff0000;\">end_date<\/span> ': pd. <span style=\"color: #3366ff;\">date_range<\/span> (start=' <span style=\"color: #ff0000;\">6\/1\/2020<\/span> ', periods= <span style=\"color: #008000;\">6<\/span> , freq=' <span style=\"color: #ff0000;\">M<\/span> ')})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  start_date end_date\n0 2020-01-05 2020-06-30\n1 2020-01-12 2020-07-31\n2 2020-01-19 2020-08-31\n3 2020-01-26 2020-09-30\n4 2020-02-02 2020-10-31\n5 2020-02-09 2020-11-30\n\n<span style=\"color: #008080;\">#view dtype of each column in DataFrame<\/span>\ndf. <span style=\"color: #3366ff;\">dtypes\n\n<span style=\"color: #000000;\">start_date datetime64[ns]\nend_date datetime64[ns]\ndtype:object<\/span><\/span>\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">DataFrame \u101b\u103e\u102d \u1000\u1031\u102c\u103a\u101c\u1036\u1014\u103e\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u1010\u103d\u1004\u103a <strong>datetime64<\/strong> \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u101b\u103e\u102d\u1015\u103c\u102e\u1038\u101e\u102c\u1038\u1016\u103c\u1005\u103a\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u104a \u1005\u1010\u1004\u103a\u1001\u103c\u1004\u103a\u1038\u1014\u103e\u1004\u1037\u103a \u1015\u103c\u102e\u1038\u1006\u102f\u1036\u1038\u101e\u100a\u1037\u103a\u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u103c\u102c\u1038 \u1001\u103c\u102c\u1038\u1014\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\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><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create new columns that contains date differences\n<\/span>df[' <span style=\"color: #ff0000;\">diff_days<\/span> '] = (df[' <span style=\"color: #ff0000;\">end_date<\/span> '] - df[' <span style=\"color: #ff0000;\">start_date<\/span> ']) \/ np. <span style=\"color: #3366ff;\">timedelta64<\/span> ( <span style=\"color: #008000;\">1<\/span> ,' <span style=\"color: #ff0000;\">D<\/span> ')\ndf[' <span style=\"color: #ff0000;\">diff_weeks<\/span> '] = (df[' <span style=\"color: #ff0000;\">end_date<\/span> '] - df[' <span style=\"color: #ff0000;\">start_date<\/span> ']) \/ np. <span style=\"color: #3366ff;\">timedelta64<\/span> ( <span style=\"color: #008000;\">1<\/span> ,' <span style=\"color: #ff0000;\">W<\/span> ')\ndf[' <span style=\"color: #ff0000;\">diff_months<\/span> '] = (df[' <span style=\"color: #ff0000;\">end_date<\/span> '] - df[' <span style=\"color: #ff0000;\">start_date<\/span> ']) \/ np. <span style=\"color: #3366ff;\">timedelta64<\/span> ( <span style=\"color: #008000;\">1<\/span> ,' <span style=\"color: #ff0000;\">M<\/span> ')\ndf[' <span style=\"color: #ff0000;\">diff_years<\/span> '] = (df[' <span style=\"color: #ff0000;\">end_date<\/span> '] - df[' <span style=\"color: #ff0000;\">start_date<\/span> ']) \/ np. <span style=\"color: #3366ff;\">timedelta64<\/span> ( <span style=\"color: #008000;\">1<\/span> ,' <span style=\"color: #ff0000;\">Y<\/span> ')\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  start_date end_date diff_days diff_weeks diff_months diff_years\n0 2020-01-05 2020-06-30 177.0 25.285714 5.815314 0.484610\n1 2020-01-12 2020-07-31 201.0 28.714286 6.603832 0.550319\n2 2020-01-19 2020-08-31 225.0 32.142857 7.392349 0.616029\n3 2020-01-26 2020-09-30 248.0 35.428571 8.148011 0.679001\n4 2020-02-02 2020-10-31 272.0 38.857143 8.936528 0.744711\n5 2020-02-09 2020-11-30 295.0 42.142857 9.692191 0.807683\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1019\u103b\u102c\u1038\u104a \u101b\u1000\u103a\u101e\u1010\u1039\u1010\u1015\u1010\u103a\u1019\u103b\u102c\u1038\u104a \u101c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a \u1014\u103e\u1005\u103a\u1019\u103b\u102c\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1005\u1010\u1004\u103a\u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a \u1015\u103c\u102e\u1038\u1006\u102f\u1036\u1038\u101e\u100a\u1037\u103a\u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1021\u1000\u103c\u102c\u1038 \u1000\u103d\u1032\u1015\u103c\u102c\u1038\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2- \u1005\u102c\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038 \u1001\u103c\u102c\u1038\u1014\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102b\u104b<\/strong><\/span><\/h3>\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 \u1015\u1014\u103a\u1012\u102b DataFrame \u101b\u103e\u102d\u101e\u100a\u103a \u1006\u102d\u102f\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;\">#createDataFrame<span style=\"color: #000000;\">\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">start_date<\/span> ': ['2020-01-05', '2020-01-12', '2020-01-19'],\n                   ' <span style=\"color: #ff0000;\">end_date<\/span> ': ['2020-06-30', '2020-07-31', '2020-08-31']})\n\n<span style=\"color: #008080;\">#view dtype of each column<\/span>\n<span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df.dtypes<\/span> )\n\nstart_date object\nend_date object\ndtype:object\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">DataFrame \u1010\u103d\u1004\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1014\u103e\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u101e\u100a\u103a <strong>datetime64<\/strong> \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1019\u101b\u103e\u102d\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u104a \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u103c\u102c\u1038\u1001\u103c\u102c\u1038\u1014\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a\u1000\u103c\u102d\u102f\u1038\u1005\u102c\u1038\u1015\u102b\u1000 \u1021\u1019\u103e\u102c\u1038\u1010\u1005\u103a\u1001\u102f\u101b\u101b\u103e\u102d\u1015\u102b\u1019\u100a\u103a\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#attempt to calculate date difference\n<\/span>df[' <span style=\"color: #ff0000;\">diff_days<\/span> '] = (df[' <span style=\"color: #ff0000;\">end_date<\/span> '] - df[' <span style=\"color: #ff0000;\">start_date<\/span> ']) \/ np. <span style=\"color: #3366ff;\">timedelta64<\/span> ( <span style=\"color: #008000;\">1<\/span> ,' <span style=\"color: #ff0000;\">D<\/span> ')\n\n<span style=\"color: #ff0000;\">TypeError<\/span> : unsupported operand type(s) for -: 'str' and 'str'\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u103c\u102c\u1038\u1001\u103c\u102c\u1038\u1014\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1019\u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1019\u102e \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1000\u102d\u102f datetime \u1016\u1031\u102c\u103a\u1019\u1010\u103a\u101e\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101b\u1014\u103a <strong>pd.to_datetime \u1000\u102d\u102f<\/strong> \u1026\u1038\u1005\u103d\u102c\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1015\u102b\u1019\u100a\u103a\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#convert columns to datetime\n<\/span>df[[' <span style=\"color: #ff0000;\">start_date<\/span> ', ' <span style=\"color: #ff0000;\">end_date<\/span> ']] = df[[' <span style=\"color: #ff0000;\">start_date<\/span> ', ' <span style=\"color: #ff0000;\">end_date<\/span> ']]. <span style=\"color: #3366ff;\">apply<\/span> (pd. <span style=\"color: #3366ff;\">to_datetime<\/span> )\n\n<span style=\"color: #008080;\">#calculate difference between dates\n<\/span>df[' <span style=\"color: #ff0000;\">diff_days<\/span> '] = (df[' <span style=\"color: #ff0000;\">end_date<\/span> '] - df[' <span style=\"color: #ff0000;\">start_date<\/span> ']) \/ np. <span style=\"color: #3366ff;\">timedelta64<\/span> ( <span style=\"color: #008000;\">1<\/span> ,' <span style=\"color: #ff0000;\">D<\/span> ')\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  start_date end_date diff_days\n0 2020-01-05 2020-06-30 177.0\n1 2020-01-12 2020-07-31 201.0\n2 2020-01-19 2020-08-31 225.0\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1000\u102d\u102f datetime \u1016\u1031\u102c\u103a\u1019\u1010\u103a\u101e\u102d\u102f\u1037 \u1015\u1011\u1019\u1006\u102f\u1036\u1038\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u102d\u102f\u1000\u103a\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u104a \u1021\u1019\u103e\u102c\u1038\u1021\u101a\u103d\u1004\u103a\u1038\u1019\u101b\u103e\u102d\u1018\u1032 \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u103c\u102c\u1038\u1001\u103c\u102c\u1038\u1014\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u1031\u102c\u1004\u103a\u1019\u103c\u1004\u103a\u1005\u103d\u102c \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u102d\u102f\u1004\u103a\u1001\u1032\u1037\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <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><\/h3>\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\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\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\u101b\u1000\u103a\u1005\u103d\u1032\u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1001\u103c\u102c\u1038\/\" target=\"_blank\" rel=\"noopener\">Pandas \u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1001\u103c\u102c\u1038\u1010\u1005\u103a\u1001\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/\u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u101e\u100a\u103a-\u1014\u1031\u1037\u1005\u103d\u1032\u1019\u103e-\u101c\u1000\u102d\u102f-\u1011\u102f\u1010\u103a\u101a\u1030\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener\">Pandas \u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103e \u101c\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1011\u102f\u1010\u103a\u101a\u1030\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/pandas-\u1021\u1001\u103b\u102d\u1014\u103a\u1010\u1036\u1006\u102d\u1015\u103a\u101b\u102d\u102f\u1000\u103a\u101b\u1000\u103a\u1005\u103d\u1032\u1021\u1001\u103b\u102d\u1014\u103a\/\" target=\"_blank\" rel=\"noopener\">Pandas \u1010\u103d\u1004\u103a \u1021\u1001\u103b\u102d\u1014\u103a\u1010\u1036\u1006\u102d\u1015\u103a\u1000\u102d\u102f \u101b\u1000\u103a\u1005\u103d\u1032\/\u1021\u1001\u103b\u102d\u1014\u103a\u101e\u102d\u102f\u1037 \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Pandas DataFrame \u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038 \u1001\u103c\u102c\u1038\u1014\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b syntax \u1000\u102d\u102f \u101e\u1004\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b df[&#8216; diff_days &#8216;] = (df[&#8216; end_date &#8216;] &#8211; df[&#8216; start_date &#8216;]) \/ np. timedelta64 ( 1 ,&#8217; D &#8216;) \u1024\u1025\u1015\u1019\u102c\u101e\u100a\u103a end_date \u1014\u103e\u1004\u1037\u103a start_date \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u101b\u103e\u102d \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1021\u1000\u103c\u102c\u1038 \u1001\u103c\u102c\u1038\u1014\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u101b\u1000\u103a\u1019\u103b\u102c\u1038\u104f \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102b\u101e\u100a\u103a\u104b \u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u101a\u1030\u1014\u1005\u103a\u1019\u103b\u102c\u1038\u101b\u103e\u102d \u101b\u1000\u103a\u1005\u103d\u1032\u1000\u103d\u102c\u1001\u103c\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a timedelta64() \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1010\u103d\u1004\u103a &#8220; D&#8221; \u1000\u102d\u102f \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1021\u1005\u102c\u1038\u1011\u102d\u102f\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b W : \u101b\u1000\u103a\u101e\u1010\u1039\u1010\u1015\u1010\u103a\u1019\u103b\u102c\u1038 M [&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- \u101b\u1000\u103a\u1005\u103d\u1032\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038 \u1000\u103d\u102c\u1001\u103c\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038 - Statorials<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u1014\u1019\u1030\u1014\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1016\u103c\u1004\u1037\u103a \u1015\u1014\u103a\u1012\u102b DataFrame \u101b\u103e\u102d \u101b\u1000\u103a\u1005\u103d\u1032\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038 \u101b\u1000\u103a\u1005\u103d\u1032\u1000\u103d\u102c\u1001\u103c\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \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\" 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\u101b\u1000\u103a\u1005\u103d\u1032\u1000\u103d\u102c\u1001\u103c\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/my\/\u1015\u1014\u103a\u1012\u102b\u101b\u1000\u103a\u1005\u103d\u1032\u1000\u103d\u102c\u1001\u103c\u102c\u1038\u1001\u103b\u1000\u103a\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-19T20:21:26+00:00\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" 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