{"id":3858,"date":"2023-07-15T03:28:54","date_gmt":"2023-07-15T03:28:54","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%bd%e1%80%b1%e1%80%80-%e1%80%99%e1%80%85%e1%80%ad%e1%80%af%e1%80%b7%e1%80%98%e1%80%b0%e1%80%b8%e1%81%8b\/"},"modified":"2023-07-15T03:28:54","modified_gmt":"2023-07-15T03:28:54","slug":"%e1%80%95%e1%80%94%e1%80%ba%e1%80%92%e1%80%ab%e1%80%90%e1%80%bd%e1%80%b1%e1%80%80-%e1%80%99%e1%80%85%e1%80%ad%e1%80%af%e1%80%b7%e1%80%98%e1%80%b0%e1%80%b8%e1%81%8b","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%bd%e1%80%b1%e1%80%80-%e1%80%99%e1%80%85%e1%80%ad%e1%80%af%e1%80%b7%e1%80%98%e1%80%b0%e1%80%b8%e1%81%8b\/","title":{"rendered":"&quot;isn&#39;t null&quot; \u1000\u102d\u102f \u1018\u101a\u103a\u101c\u102d\u102f\u101e\u102f\u1036\u1038\u1019\u101c\u1032\u104b pandas \u1010\u103d\u1004\u103a (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u1015\u1014\u103a\u1012\u102b DataFrame \u104f\u1012\u103c\u1015\u103a\u1005\u1004\u103a\u1019\u103b\u102c\u1038 \u1015\u103b\u1000\u103a\u101a\u103d\u1004\u103a\u1038\u1001\u103c\u1004\u103a\u1038\u101b\u103e\u102d\u1019\u101b\u103e\u102d \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u101b\u1014\u103a pandas <strong>notnull()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\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<p> <span style=\"color: #000000;\">\u1012\u103c\u1015\u103a\u1005\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u100a\u103a NaN \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a None \u1014\u103e\u1004\u1037\u103a \u100a\u102e\u1019\u103b\u103e\u1015\u102b\u1000\u104a \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a <strong>False<\/strong> \u1015\u103c\u1014\u103a\u101c\u102c\u1019\u100a\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1019\u101f\u102f\u1010\u103a\u101b\u1004\u103a function \u1000 <strong>True<\/strong> \u1015\u103c\u1014\u103a\u101e\u103d\u102c\u1038\u101c\u102d\u1019\u1037\u103a\u1019\u101a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1010\u103d\u1004\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1018\u102f\u1036\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u101b\u103e\u102d\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 1- \u1019\u100a\u103a\u101e\u100a\u1037\u103a\u1000\u1031\u102c\u103a\u101c\u1036\u101b\u103e\u102d null \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1019\u1015\u102b\u1018\u1032 \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1015\u102b\u104b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[df. <span style=\"color: #3366ff;\">notnull<\/span> (). <span style=\"color: #3366ff;\">all<\/span> ( <span style=\"color: #008000;\">1<\/span> )]\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 2- \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d null \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1019\u1015\u102b\u1018\u1032 \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1015\u102b\u104b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[df[[' <span style=\"color: #ff0000;\">this_column<\/span> ']]. <span style=\"color: #3366ff;\">notnull<\/span> (). <span style=\"color: #3366ff;\">all<\/span> ( <span style=\"color: #008000;\">1<\/span> )]<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 3- \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u101b\u103e\u102d \u101e\u102f\u100a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101b\u1031\u1010\u103d\u1000\u103a\u1015\u102b\u104b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">notnull<\/span> (). <span style=\"color: #3366ff;\">sum<\/span> ()<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Method 4- DataFrame \u1010\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u101b\u103e\u102d \u101e\u102f\u100a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101b\u1031\u1010\u103d\u1000\u103a\u1015\u102b\u104b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">notnull<\/span> (). <span style=\"color: #3366ff;\">sum<\/span> (). <span style=\"color: #3366ff;\">sum<\/span> ()<\/strong><\/pre>\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 \u1021\u1031\u102c\u1000\u103a\u1015\u102b pandas DataFrame \u1016\u103c\u1004\u1037\u103a \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1010\u103d\u1004\u103a \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/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<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [18, 22, 19, 14, 14, 11, 20, np.nan],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, np.nan, 7, 9, 12, 9, 9, np.nan],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 10, 6, 6, 5, np.nan, 12]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists rebounds\n0 A 18.0 5.0 11.0\n1 B 22.0 NaN 8.0\n2 C 19.0 7.0 10.0\n3D 14.0 9.0 6.0\n4 E 14.0 12.0 6.0\n5 F 11.0 9.0 5.0\n6G 20.0 9.0 NaN\n7 H NaN NaN 12.0\n<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 1- \u1019\u100a\u103a\u101e\u100a\u1037\u103a\u1000\u1031\u102c\u103a\u101c\u1036\u101b\u103e\u102d null \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1019\u1015\u102b\u1018\u1032 \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1015\u102b\u104b<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1019\u100a\u103a\u101e\u100a\u1037\u103a\u1000\u1031\u102c\u103a\u101c\u1036\u101b\u103e\u102d null \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1019\u1015\u102b\u1018\u1032 \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u101e\u102c\u1015\u103c\u101e\u101b\u1014\u103a DataFrame \u1000\u102d\u102f \u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\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;\">#filter for rows with no null values in any column\n<\/span>df[df. <span style=\"color: #3366ff;\">notnull<\/span> (). <span style=\"color: #3366ff;\">all<\/span> ( <span style=\"color: #008000;\">1<\/span> )]\n\n\n        team points assists rebounds\n0 A 18.0 5.0 11.0\n2 C 19.0 7.0 10.0\n3D 14.0 9.0 6.0\n4 E 14.0 12.0 6.0\n5 F 11.0 9.0 5.0<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1024\u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1011\u102c\u1038\u101e\u1031\u102c DataFrame \u101b\u103e\u102d \u1021\u1010\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1010\u103d\u1004\u103a \u1019\u100a\u103a\u101e\u100a\u1037\u103a\u1000\u1031\u102c\u103a\u101c\u1036\u1010\u103d\u1004\u103a null \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038 \u1019\u101b\u103e\u102d\u101e\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2- \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d null \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1019\u1015\u102b\u1018\u1032 \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1015\u102b\u104b<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><strong>\u1021\u1000\u1030\u1021\u100a\u102e\u1015\u1031\u1038<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u101b\u103e\u102d null \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1019\u1015\u102b\u1018\u1032 \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u101e\u102c\u1015\u103c\u101e\u101b\u1014\u103a DataFrame \u1000\u102d\u102f \u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u1000 \u1015\u103c\u101e\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;\">#filter for rows with no null values in the 'assists' column\n<\/span>df[df[[' <span style=\"color: #ff0000;\">assists<\/span> ']]. <span style=\"color: #3366ff;\">notnull<\/span> (). <span style=\"color: #3366ff;\">all<\/span> ( <span style=\"color: #008000;\">1<\/span> )]\n\n\tteam points assists rebounds\n0 A 18.0 5.0 11.0\n2 C 19.0 7.0 10.0\n3D 14.0 9.0 6.0\n4 E 14.0 12.0 6.0\n5 F 11.0 9.0 5.0\n6G 20.0 9.0 NaN<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1024\u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1011\u102c\u1038\u101e\u1031\u102c DataFrame \u101b\u103e\u102d \u1021\u1010\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1010\u103d\u1004\u103a <strong>Helper<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u103d\u1004\u103a null \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038 \u1019\u101b\u103e\u102d\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 3- \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u101b\u103e\u102d \u101e\u102f\u100a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101b\u1031\u1010\u103d\u1000\u103a\u1015\u102b\u104b<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a DataFrame \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u101b\u103e\u102d \u101e\u102f\u100a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101b\u1031\u1010\u103d\u1000\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\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;\">#count number of non-null values in each column<\/span>\ndf. <span style=\"color: #3366ff;\">notnull<\/span> (). <span style=\"color: #3366ff;\">sum<\/span> ()\n\nteam 8\npoints 7\nassists 6\nrebounds 7\ndtype: int64\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><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><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\u1021\u1016\u103d\u1032\u1037<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u103d\u1004\u103a \u101e\u102f\u100a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c \u1010\u1014\u103a\u1016\u102d\u102f\u1038 \u1048 \u1001\u102f\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><b>\u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038<\/b> \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u103d\u1004\u103a \u101e\u102f\u100a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c \u1010\u1014\u103a\u1016\u102d\u102f\u1038 \u1047 \u1001\u102f \u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><b>\u1021\u1000\u1030\u1021\u100a\u102e<\/b> \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u103d\u1004\u103a \u101e\u102f\u100a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c \u1010\u1014\u103a\u1016\u102d\u102f\u1038 \u1046 \u1001\u102f \u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><b>\u1018\u1031\u102c\u1004\u103a\u101d\u1004\u103a\u101e\u100a\u1037\u103a<\/b> \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u103d\u1004\u103a \u101e\u102f\u100a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038 7 \u1001\u102f\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/li>\n<\/ul>\n<h2> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 4- DataFrame \u1010\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u101b\u103e\u102d \u101e\u102f\u100a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101b\u1031\u1010\u103d\u1000\u103a\u1015\u102b\u104b<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a DataFrame \u1010\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u101b\u103e\u102d \u101e\u102f\u100a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101b\u1031\u1010\u103d\u1000\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\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;\">#count number of non-null values in entire DataFrame\n<\/span>df. <span style=\"color: #3366ff;\">notnull<\/span> (). <span style=\"color: #3366ff;\">sum<\/span> (). <span style=\"color: #3366ff;\">sum<\/span> ()\n\n28\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">output \u1019\u103e DataFrame \u1010\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u1010\u103d\u1004\u103a \u101e\u102f\u100a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038 <strong>28 \u1001\u102f<\/strong> \u101b\u103e\u102d\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1010\u103d\u1031\u1037\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/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\u101e\u1031\u102c \u1018\u102f\u1036\u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1001\u103c\u1004\u103a\u1038 \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> \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a Pandas DataFrame \u1000\u102d\u102f \u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1014\u100a\u103a\u1038<br \/> <a href=\"https:\/\/statorials.org\/my\/\u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038-\u1019\u1015\u102b\u101d\u1004\u103a\u1015\u102b\u104b\/\" target=\"_blank\" rel=\"noopener\">Pandas \u1010\u103d\u1004\u103a &#8220; \u1019\u1015\u102b\u101d\u1004\u103a\u1015\u102b&#8221;  \u1000\u102d\u102f \u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/\u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u101e\u100a\u103a-\u1021\u1001\u103c\u1031\u1021\u1014\u1031\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1000\u102d\u102f-\u1005\u1005\u103a\u1011\u102f\u1010\u103a\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener\">\u1021\u1001\u103c\u1031\u1021\u1014\u1031\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1010\u103d\u1004\u103a Pandas DataFrame \u1000\u102d\u102f \u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u1015\u1014\u103a\u1012\u102b DataFrame \u104f\u1012\u103c\u1015\u103a\u1005\u1004\u103a\u1019\u103b\u102c\u1038 \u1015\u103b\u1000\u103a\u101a\u103d\u1004\u103a\u1038\u1001\u103c\u1004\u103a\u1038\u101b\u103e\u102d\u1019\u101b\u103e\u102d \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u101b\u1014\u103a pandas notnull() \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\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 \u1012\u103c\u1015\u103a\u1005\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u100a\u103a NaN \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a None \u1014\u103e\u1004\u1037\u103a \u100a\u102e\u1019\u103b\u103e\u1015\u102b\u1000\u104a \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a False \u1015\u103c\u1014\u103a\u101c\u102c\u1019\u100a\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1019\u101f\u102f\u1010\u103a\u101b\u1004\u103a function \u1000 True \u1015\u103c\u1014\u103a\u101e\u103d\u102c\u1038\u101c\u102d\u1019\u1037\u103a\u1019\u101a\u103a\u104b \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1010\u103d\u1004\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1018\u102f\u1036\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u101b\u103e\u102d\u1015\u102b\u101e\u100a\u103a\u104b \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 1- \u1019\u100a\u103a\u101e\u100a\u1037\u103a\u1000\u1031\u102c\u103a\u101c\u1036\u101b\u103e\u102d null \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1019\u1015\u102b\u1018\u1032 \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1015\u102b\u104b df[df. notnull (). all ( 1 )] \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 2- \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d null \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1019\u1015\u102b\u1018\u1032 \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1005\u1005\u103a\u1011\u102f\u1010\u103a\u1015\u102b\u104b df[df[[&#8216; this_column &#8216;]]. notnull (). all ( [&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 \u1010\u103d\u1004\u103a &quot;Is Not Null&quot; \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statorials<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u101e\u100a\u103a null \u101b\u103e\u102d\u104a\" \/>\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\u1010\u103d\u1031\u1000-\u1019\u1005\u102d\u102f\u1037\u1018\u1030\u1038\u104b\/\" \/>\n<meta property=\"og:locale\" content=\"my_MM\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas \u1010\u103d\u1004\u103a &quot;Is Not Null&quot; 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