{"id":2509,"date":"2023-07-21T23:16:20","date_gmt":"2023-07-21T23:16:20","guid":{"rendered":"https:\/\/statorials.org\/my\/python-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-data-%e1%80%80%e1%80%ad%e1%80%af%e1%80%97%e1%80%9f%e1%80%ad%e1%80%af%e1%80%95%e1%80%bc%e1%80%af%e1%80%95%e1%80%ab%e1%81%8b\/"},"modified":"2023-07-21T23:16:20","modified_gmt":"2023-07-21T23:16:20","slug":"python-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-data-%e1%80%80%e1%80%ad%e1%80%af%e1%80%97%e1%80%9f%e1%80%ad%e1%80%af%e1%80%95%e1%80%bc%e1%80%af%e1%80%95%e1%80%ab%e1%81%8b","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/python-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-data-%e1%80%80%e1%80%ad%e1%80%af%e1%80%97%e1%80%9f%e1%80%ad%e1%80%af%e1%80%95%e1%80%bc%e1%80%af%e1%80%95%e1%80%ab%e1%81%8b\/","title":{"rendered":"Python \u1010\u103d\u1004\u103a \u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1021\u101c\u101a\u103a\u1017\u101f\u102d\u102f\u1015\u103c\u102f\u1014\u100a\u103a\u1038- \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1036\u1000\u102d\u102f <strong>\u1017\u101f\u102d\u102f\u1015\u103c\u102f\u1001\u103c\u1004\u103a\u1038<\/strong> \u1006\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1021\u1010\u103d\u1004\u103a\u1038 \u1010\u1005\u103a\u1026\u1038\u1001\u103b\u1004\u103a\u1038 <a href=\"https:\/\/statorials.org\/my\/\u1005\u102c\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a-\u1005\u1031\u102c\u1004\u1037\u103a\u1000\u103c\u100a\u1037\u103a\u101c\u1031\u1037\u101c\u102c\u1001\u103c\u1004\u103a\u1038\u104b\/\" target=\"_blank\" rel=\"noopener\">\u1005\u102e \u1000\u103c\u100a\u1037\u103a\u101b\u103e\u102f\u1019\u103e\u102f<\/a> \u1010\u1005\u103a\u1001\u102f\u1005\u102e\u104f <a href=\"https:\/\/statorials.org\/my\/\u1017\u101f\u102d\u102f\u101e\u1018\u1031\u102c\u1011\u102c\u1038\u1000\u102d\u102f-\u1010\u102d\u102f\u1004\u103a\u1038\u1010\u102c\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener\">\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f<\/a> \u1014\u102f\u1010\u103a\u101a\u1030\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1017\u101f\u102d\u102f\u1015\u103c\u102f\u1015\u103c\u102e\u1038\u101e\u100a\u103a\u1014\u103e\u1004\u1037\u103a\u104a \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u104f \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u101e\u102f\u100a\u1016\u103c\u1005\u103a\u101e\u103d\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1014\u1019\u1030\u1014\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a Python \u1010\u103d\u1004\u103a \u1012\u1031\u1010\u102c\u1017\u101f\u102d\u102f\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- NumPy \u1021\u1001\u1004\u103a\u1038\u1021\u1000\u103b\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u104f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1017\u101f\u102d\u102f\u1015\u103c\u102f\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><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 NumPy array \u101b\u103e\u102d\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create NumPy array<\/span>\ndata = np. <span style=\"color: #3366ff;\">array<\/span> ([4, 6, 9, 13, 14, 17, 18, 19, 19, 21])\n\n<span style=\"color: #008080;\">#display mean of array<\/span>\n<span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">data.mean<\/span> ())\n\n14.0<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u101c\u1031\u1037\u101c\u102c\u1019\u103e\u102f\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1019\u103e \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e array \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f \u1014\u102f\u1010\u103a\u101b\u1014\u103a <a href=\"https:\/\/statorials.org\/my\/\u1012\u1005\u103a\u1002\u103b\u1005\u103a\u1010\u101a\u103a\u1000\u1010\u103a\/\" target=\"_blank\" rel=\"noopener\">function<\/a> \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create function to data center\n<span style=\"color: #000000;\">center_function = <span style=\"color: #008000;\">lambda<\/span> x: x - x. <span style=\"color: #3366ff;\">mean<\/span> ()<\/span>\n\n#apply function to original NumPy array\n<span style=\"color: #000000;\">data_centered = center_function(data)\n<\/span>\n#view updated Array\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> (data_centered)\n\narray([-10., -8., -5., -1., 0., 3., 4., 5., 5., 7.])\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u101b\u101c\u1012\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u101e\u100a\u103a dataset \u104f\u1017\u101f\u102d\u102f\u1001\u103b\u1000\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1019\u1030\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u104f\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e 14 \u1016\u103c\u1005\u103a\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u104a \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u1019\u1030\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1019\u103e 14 \u1000\u102d\u102f \u101b\u102d\u102f\u1038\u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101b\u103e\u1004\u103a\u1038 \u1014\u102f\u1010\u103a\u101a\u1030\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u103a\u1037:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u1021\u101c\u101a\u103a\u1017\u101f\u102d\u102f\u1021\u102c\u101b\u102c\u104f 1st \u1010\u1014\u103a\u1016\u102d\u102f\u1038 = 4 \u2013 14 = <strong>-10<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">\u1021\u101c\u101a\u103a\u1017\u101f\u102d\u102f array \u104f \u1012\u102f\u1010\u102d\u101a\u1010\u1014\u103a\u1016\u102d\u102f\u1038 = 6 \u2013 14 = <strong>-8<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">\u1017\u101f\u102d\u102f\u1021\u1001\u1004\u103a\u1038\u1021\u1000\u103b\u1004\u103a\u1038\u101b\u103e\u102d \u1010\u1010\u102d\u101a\u1010\u1014\u103a\u1016\u102d\u102f\u1038 = 9 \u2013 14 = <strong>-5<\/strong><\/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<p> <span style=\"color: #000000;\">\u1021\u101c\u101a\u103a\u1017\u101f\u102d\u102f\u1007\u101a\u102c\u1038\u104f\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u101e\u100a\u103a \u101e\u102f\u100a\u1016\u103c\u1005\u103a\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u102d\u102f\u101c\u100a\u103a\u1038 \u1005\u1005\u103a\u1006\u1031\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;\">#display mean of centered array<\/span>\n<span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">data_centered.mean<\/span> ())\n\n0.0<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2- Pandas DataFrame \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1017\u101f\u102d\u102f\u1015\u103c\u102f\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><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><\/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\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">x<\/span> ': [1, 4, 5, 6, 6, 8, 9],\n                   ' <span style=\"color: #ff0000;\">y<\/span> ': [7, 7, 8, 8, 8, 9, 12],\n                   ' <span style=\"color: #ff0000;\">z<\/span> ': [3, 3, 4, 4, 6, 7, 7]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n   X Y Z\n0 1 7 3\n1 4 7 3\n2 5 8 4\n3 6 8 4\n4 6 8 6\n5 8 9 7\n6 9 12 7<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">DataFrame \u101b\u103e\u102d \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u104f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1017\u101f\u102d\u102f\u1015\u103c\u102f\u101b\u1014\u103a pandas <strong>apply()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037 \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;\">#center the values in each column of the DataFrame<\/span>\ndf_centered = df. <span style=\"color: #3366ff;\">apply<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: <span style=\"color: #3366ff;\">xx.mean<\/span> ())\n\n<span style=\"color: #008080;\">#view centered DataFrame<\/span>\n<span style=\"color: #008000;\">print<\/span> (df_centered)\n\n\t        X Y Z\n0 -4.571429 -1.428571 -1.857143\n1 -1.571429 -1.428571 -1.857143\n2 -0.571429 -0.428571 -0.857143\n3 0.428571 -0.428571 -0.857143\n4 0.428571 -0.428571 1.142857\n5 2.428571 0.571429 2.142857\n6 3.428571 3.571429 2.142857 \n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u104f \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u101e\u102f\u100a\u1016\u103c\u1005\u103a\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u1021\u1010\u100a\u103a\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#display mean of each column in the DataFrame<\/span>\ndf_centered. <span style=\"color: #3366ff;\">mean<\/span> ()\n\nx 2.537653e-16\ny-2.537653e-16\nz 3.806479e-16\ndtype:float64\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1000\u1031\u102c\u103a\u101c\u1036\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101e\u102d\u1015\u1039\u1015\u1036\u1014\u100a\u103a\u1038\u1000\u103b\u1021\u1019\u103e\u1010\u103a\u1021\u101e\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u101e\u100a\u103a \u1019\u101b\u103e\u102d\u1019\u1016\u103c\u1005\u103a\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u101e\u102f\u100a\u1016\u103c\u1005\u103a\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\u1015\u102b \u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a Python \u1010\u103d\u1004\u103a \u1021\u1001\u103c\u102c\u1038\u101e\u1031\u102c \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\/python-\u1010\u103d\u1004\u103a-\u1021\u101c\u101a\u103a\u1021\u101c\u1010\u103a\u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038\/\" target=\"_blank\" rel=\"noopener\">Python \u1010\u103d\u1004\u103a \u1016\u103c\u1010\u103a\u1010\u1031\u102c\u1000\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1006\u102d\u102f\u101c\u102d\u102f\u101b\u1004\u103a\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/square-error-python-\u1000\u102d\u102f\u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener\">Python \u1010\u103d\u1004\u103a Mean Square Error (MSE) \u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/pandas-\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u1011\u102c\u1038\u101e\u1031\u102c\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\/\" target=\"_blank\" rel=\"noopener\">Pandas \u101b\u103e\u102d \u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u104f \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1021\u102c\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1036\u1000\u102d\u102f \u1017\u101f\u102d\u102f\u1015\u103c\u102f\u1001\u103c\u1004\u103a\u1038 \u1006\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1021\u1010\u103d\u1004\u103a\u1038 \u1010\u1005\u103a\u1026\u1038\u1001\u103b\u1004\u103a\u1038 \u1005\u102e \u1000\u103c\u100a\u1037\u103a\u101b\u103e\u102f\u1019\u103e\u102f \u1010\u1005\u103a\u1001\u102f\u1005\u102e\u104f \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f \u1014\u102f\u1010\u103a\u101a\u1030\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1017\u101f\u102d\u102f\u1015\u103c\u102f\u1015\u103c\u102e\u1038\u101e\u100a\u103a\u1014\u103e\u1004\u1037\u103a\u104a \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u104f \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u101e\u102f\u100a\u1016\u103c\u1005\u103a\u101e\u103d\u102c\u1038\u101e\u100a\u103a\u104b \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1014\u1019\u1030\u1014\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a Python \u1010\u103d\u1004\u103a \u1012\u1031\u1010\u102c\u1017\u101f\u102d\u102f\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- NumPy \u1021\u1001\u1004\u103a\u1038\u1021\u1000\u103b\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u104f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1017\u101f\u102d\u102f\u1015\u103c\u102f\u1015\u102b\u104b \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b NumPy array \u101b\u103e\u102d\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b import numpy as np #create NumPy array data = np. array ([4, 6, 9, 13, 14, 17, 18, 19, 19, 21]) #display mean of [&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>Python \u1010\u103d\u1004\u103a \u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1021\u101c\u101a\u103a\u1017\u101f\u102d\u102f\u1015\u103c\u102f\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statology<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1016\u103c\u1004\u1037\u103a Python \u1010\u103d\u1004\u103a \u1012\u1031\u1010\u102c\u1017\u101f\u102d\u102f\u1015\u103c\u102f\u1014\u100a\u103a\u1038\u1000\u102d\u102f 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