{"id":3128,"date":"2023-07-19T02:04:14","date_gmt":"2023-07-19T02:04:14","guid":{"rendered":"https:\/\/statorials.org\/my\/pandas-%e1%80%94%e1%80%99%e1%80%b0%e1%80%94%e1%80%ac%e1%80%92%e1%80%b1%e1%80%90%e1%80%ac%e1%80%a1%e1%80%90%e1%80%bd%e1%80%b2%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/"},"modified":"2023-07-19T02:04:14","modified_gmt":"2023-07-19T02:04:14","slug":"pandas-%e1%80%94%e1%80%99%e1%80%b0%e1%80%94%e1%80%ac%e1%80%92%e1%80%b1%e1%80%90%e1%80%ac%e1%80%a1%e1%80%90%e1%80%bd%e1%80%b2%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/pandas-%e1%80%94%e1%80%99%e1%80%b0%e1%80%94%e1%80%ac%e1%80%92%e1%80%b1%e1%80%90%e1%80%ac%e1%80%a1%e1%80%90%e1%80%bd%e1%80%b2%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/","title":{"rendered":"Pandas \u1010\u103d\u1004\u103a\u1014\u1019\u1030\u1014\u102c\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101d\u1004\u103a\u101b\u1031\u102c\u1000\u103a\u1014\u100a\u103a\u1038"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u1019\u1000\u103c\u102c\u1001\u100f\u1006\u102d\u102f\u101e\u101c\u102d\u102f \u101e\u1004\u103a\u101e\u100a\u103a \u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1000\u1005\u102c\u1038\u101b\u1014\u103a\u1014\u103e\u1004\u1037\u103a \u101c\u1031\u1037\u1000\u103b\u1004\u1037\u103a\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u101b\u103e\u102d \u1014\u1019\u1030\u1014\u102c\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101d\u1004\u103a\u101b\u1031\u102c\u1000\u103a\u1000\u103c\u100a\u1037\u103a\u101b\u103e\u102f\u101c\u102d\u102f\u1015\u1031\u1019\u100a\u103a\u104b<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1000\u1036\u1021\u102c\u1038\u101c\u103b\u1031\u102c\u103a\u1005\u103d\u102c\u104a \u101e\u1004\u103a\u101e\u100a\u103a built-in <strong>\u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1001\u103c\u1004\u103a\u1038<\/strong> \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 \u1014\u1019\u1030\u1014\u102c\u1015\u1014\u103a\u1012\u102b\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1024\u1021\u1004\u103a\u1039\u1002\u102b\u101b\u1015\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\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- \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030 Pandas \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030 \u1015\u1014\u103a\u1012\u102b\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><b><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#create sample dataset<\/span>\ndf1 = pd. <span style=\"color: #3366ff;\">util<\/span> . <span style=\"color: #3366ff;\">testing<\/span> . <span style=\"color: #3366ff;\">makeDataFrame<\/span> ()\n\n<span style=\"color: #008080;\">#view dimensions of dataset<\/span>\n<span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df1.shape<\/span> )\n\n(30, 4)\n\n<span style=\"color: #008080;\">#view first five rows of dataset<\/span>\n<span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df1.head<\/span> ())\n\n                   ABCD\ns8tpz0W5mF -0.751223 0.956338 -0.441847 0.695612\nCXQ9YhLhk8 -0.210881 -0.231347 -0.227672 -0.616171\nKAbcor6sQK 0.727880 0.128638 -0.989993 1.094069\nIH3bptMpdb -1.599723 1.570162 -0.221688 2.194936\ngar9ZxBTrH 0.025171 -0.446555 0.169873 -1.583553\n<\/b><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u1015\u102f\u1036\u101e\u1031\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a <strong>makeDataFrame()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1010\u103d\u1004\u103a \u1002\u100f\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u1037\u103a \u1021\u1010\u1014\u103a\u1038 30 \u1014\u103e\u1004\u1037\u103a \u1000\u1031\u102c\u103a\u101c\u1036 4 \u1001\u102f\u1015\u102b\u101e\u1031\u102c \u1015\u1014\u103a\u1012\u102b DataFrame \u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u1031\u1038\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2- \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038 \u101b\u1031\u102c\u1014\u103e\u1031\u102c\u1011\u102c\u1038\u101e\u1031\u102c Pandas Dataset \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030 \u1015\u1014\u103a\u1012\u102b\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><b><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#create sample dataset<\/span>\ndf2 = pd. <span style=\"color: #3366ff;\">util<\/span> . <span style=\"color: #3366ff;\">testing<\/span> . <span style=\"color: #3366ff;\">makeMixedDataFrame<\/span> ()\n\n<span style=\"color: #008080;\">#view dimensions of dataset<\/span>\n<span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df2.shape<\/span> )\n\n(5, 4)\n\n<span style=\"color: #008080;\">#view first five rows of dataset<\/span>\n<span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df2.head<\/span> ())\n\n     ABCD\n0 0.0 0.0 foo1 2009-01-01\n1 1.0 1.0 foo2 2009-01-02\n2 2.0 0.0 foo3 2009-01-05\n3 3.0 1.0 foo4 2009-01-06\n4 4.0 0.0 foo5 2009-01-07\n<\/b><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a <strong>makeMixedDataFrame()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1012\u1031\u1010\u102c\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1021\u1019\u103b\u102d\u102f\u1038\u1019\u103b\u102d\u102f\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u1037\u103a \u1021\u1010\u1014\u103a\u1038 \u1045 \u1010\u1014\u103a\u1038\u1014\u103e\u1004\u1037\u103a \u1000\u1031\u102c\u103a\u101c\u1036 \u1044 \u1001\u102f\u1015\u102b\u101e\u100a\u1037\u103a \u1015\u1014\u103a\u1012\u102b\u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u1031\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/my\/pandas-\u101e\u100a\u103a-dtype-\u1000\u1031\u102c\u103a\u101c\u1036\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f\u1005\u1005\u103a\u1006\u1031\u1038\u1015\u102b\u104b\/\" target=\"_blank\" rel=\"noopener\">\u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u104f \u1012\u1031\u1010\u102c\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1000\u102d\u102f<\/a> \u1015\u103c\u101e\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;\"> <span style=\"color: #000000;\"><b><span style=\"color: #008080;\">#display data type of each column\n<span style=\"color: #000000;\">df2. <span style=\"color: #3366ff;\">dtypes\n\n<span style=\"color: #000000;\">A float64\nB float64\nC object\nD datetime64[ns]\ndtype:object<\/span><\/span><\/span>\n<\/span><\/b><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u101b\u101c\u1012\u103a\u1019\u103e \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037 \u1019\u103c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u1000\u1031\u102c\u103a\u101c\u1036 A \u101e\u100a\u103a \u1002\u100f\u1014\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u1000\u1031\u102c\u103a\u101c\u1036 B \u101e\u100a\u103a \u1002\u100f\u1014\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u1000\u1031\u102c\u103a\u101c\u1036 C \u101e\u100a\u103a \u1005\u102c\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u1000\u1031\u102c\u103a\u101c\u1036 D \u101e\u100a\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 3- \u1015\u103b\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038\u1014\u1031\u101e\u1031\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a Pandas Dataset \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u1019\u103b\u102d\u102f\u1038\u1019\u103b\u102d\u102f\u1038\u1010\u103d\u1004\u103a \u1015\u103b\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038\u1014\u1031\u101e\u1031\u102c \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1015\u102b\u101e\u100a\u1037\u103a \u1015\u1014\u103a\u1012\u102b\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><b><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#create sample dataset<\/span>\ndf3 = pd. <span style=\"color: #3366ff;\">util<\/span> . <span style=\"color: #3366ff;\">testing<\/span> . <span style=\"color: #3366ff;\">makeMissingDataFrame<\/span> ()\n\n<span style=\"color: #008080;\">#view dimensions of dataset<\/span>\n<span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df3.shape<\/span> )\n\n(30, 4)\n\n<span style=\"color: #008080;\">#view first five rows of dataset<\/span>\n<span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df3.head<\/span> ())\n\n                   ABCD\nYgAQaNaGfG 0.444376 -2.264920 1.117377 -0.087507\nJoT4KxJeHd 1.913939 1.287006 -0.331315 -0.392949\ntyrA2P6wz3 NaN 2.988521 0.399583 0.095831\n1qvPc9DU1t 0.028716 1.311452 -0.237756 -0.150362\n3aAXYtXjIO -1.069339 0.332067 0.204074 NaN\n<\/b><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a <strong>makeMissingDataFrame()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1015\u103b\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038\u1014\u1031\u101e\u1031\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038 (NaN) \u1015\u102b\u101b\u103e\u102d\u101e\u1031\u102c \u1021\u1010\u1014\u103a\u1038 30 \u1014\u103e\u1004\u1037\u103a \u1000\u1031\u102c\u103a\u101c\u1036 4 \u1001\u102f\u1015\u102b\u101e\u1031\u102c \u1015\u1014\u103a\u1012\u102b\u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u1031\u1038\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u1021\u1004\u103a\u1039\u1002\u102b\u101b\u1015\u103a\u101e\u100a\u103a \u101e\u1004\u1037\u103a\u1021\u102c\u1038 \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1000\u1019\u1039\u1018\u102c\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1010\u103d\u1031\u1037\u101b\u101c\u1031\u1037\u101b\u103e\u102d\u101e\u100a\u1037\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1019\u101b\u103e\u102d\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1014\u103e\u1004\u1037\u103a \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a \u1021\u1011\u1030\u1038\u1021\u101e\u102f\u1036\u1038\u101d\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong><span style=\"color: #000000;\">\u1011\u1015\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1021\u101b\u1004\u103a\u1038\u1021\u1019\u103c\u1005\u103a\u1019\u103b\u102c\u1038<\/span><\/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\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-\u1000\u103b\u1015\u1014\u103a\u1038\u1012\u1031\u1010\u102c\u1000\u102d\u102f-\u1011\u102f\u1010\u103a\u1015\u1031\u1038\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener\">\u1000\u103b\u1015\u1014\u103a\u1038\u1012\u1031\u1010\u102c\u1016\u103c\u1004\u1037\u103a Pandas DataFrame \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\" target=\"_blank\" rel=\"noopener\">Pandas \u101b\u103e\u102d \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1000\u103b\u1015\u1014\u103a\u1038\u1014\u1019\u1030\u1014\u102c\u101c\u102f\u1015\u103a\u1014\u100a\u103a\u1038<\/a><br \/> Pandas DataFrame \u1010\u103d\u1004\u103a \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101b\u1031\u102c\u1011\u103d\u1031\u1038\u1014\u100a\u103a\u1038<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u1019\u1000\u103c\u102c\u1001\u100f\u1006\u102d\u102f\u101e\u101c\u102d\u102f \u101e\u1004\u103a\u101e\u100a\u103a \u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1000\u1005\u102c\u1038\u101b\u1014\u103a\u1014\u103e\u1004\u1037\u103a \u101c\u1031\u1037\u1000\u103b\u1004\u1037\u103a\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u101b\u103e\u102d \u1014\u1019\u1030\u1014\u102c\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101d\u1004\u103a\u101b\u1031\u102c\u1000\u103a\u1000\u103c\u100a\u1037\u103a\u101b\u103e\u102f\u101c\u102d\u102f\u1015\u1031\u1019\u100a\u103a\u104b \u1000\u1036\u1021\u102c\u1038\u101c\u103b\u1031\u102c\u103a\u1005\u103d\u102c\u104a \u101e\u1004\u103a\u101e\u100a\u103a built-in \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1001\u103c\u1004\u103a\u1038 \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 \u1014\u1019\u1030\u1014\u102c\u1015\u1014\u103a\u1012\u102b\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1024\u1021\u1004\u103a\u1039\u1002\u102b\u101b\u1015\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c 1- \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030 Pandas \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030 \u1015\u1014\u103a\u1012\u102b\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a- import pandas as pd #create sample dataset df1 = pd. util . testing . makeDataFrame () #view dimensions of dataset print ( df1.shape [&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 - Statorials \u1010\u103d\u1004\u103a\u1014\u1019\u1030\u1014\u102c\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101d\u1004\u103a\u101b\u1031\u102c\u1000\u103a\u1014\u100a\u103a\u1038<\/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\u1021\u1015\u102b\u1021\u101d\u1004\u103a \u1000\u1005\u102c\u1038\u101b\u1014\u103a \u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u101b\u103e\u102d \u1014\u1019\u1030\u1014\u102c\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101d\u1004\u103a\u101b\u1031\u102c\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\" href=\"https:\/\/statorials.org\/my\/pandas-\u1014\u1019\u1030\u1014\u102c\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\/\" \/>\n<meta property=\"og:locale\" content=\"my_MM\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas - Statorials \u1010\u103d\u1004\u103a\u1014\u1019\u1030\u1014\u102c\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101d\u1004\u103a\u101b\u1031\u102c\u1000\u103a\u1014\u100a\u103a\u1038\" \/>\n<meta property=\"og: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\u1021\u1015\u102b\u1021\u101d\u1004\u103a \u1000\u1005\u102c\u1038\u101b\u1014\u103a \u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u101b\u103e\u102d \u1014\u1019\u1030\u1014\u102c\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101d\u1004\u103a\u101b\u1031\u102c\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\/pandas-\u1014\u1019\u1030\u1014\u102c\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-19T02:04:14+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\" content=\"1 minute\" 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