{"id":1783,"date":"2023-07-25T00:23:37","date_gmt":"2023-07-25T00:23:37","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%95%e1%80%94%e1%80%ba%e1%80%92%e1%80%ab%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8%e1%80%9e%e1%80%8a%e1%80%ba-%e1%80%99%e1%80%b1%e1%80%ac%e1%80%ba%e1%80%92%e1%80%9a%e1%80%ba%e1%80%99%e1%80%bb%e1%80%ac\/"},"modified":"2023-07-25T00:23:37","modified_gmt":"2023-07-25T00:23:37","slug":"%e1%80%95%e1%80%94%e1%80%ba%e1%80%92%e1%80%ab%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8%e1%80%9e%e1%80%8a%e1%80%ba-%e1%80%99%e1%80%b1%e1%80%ac%e1%80%ba%e1%80%92%e1%80%9a%e1%80%ba%e1%80%99%e1%80%bb%e1%80%ac","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%99%e1%80%bb%e1%80%ac%e1%80%b8%e1%80%9e%e1%80%8a%e1%80%ba-%e1%80%99%e1%80%b1%e1%80%ac%e1%80%ba%e1%80%92%e1%80%9a%e1%80%ba%e1%80%99%e1%80%bb%e1%80%ac\/","title":{"rendered":"Pandas get dummies \u2013 pd.get_dummies \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u1019\u1000\u103c\u102c\u1001\u100f\u1006\u102d\u102f\u101e\u101c\u102d\u102f \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1005\u102c\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a <a href=\"https:\/\/statorials.org\/my\/\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1021\u101c\u102d\u102f\u1000\u103a\u1014\u103e\u1004\u1037\u103a-\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\/\" target=\"_blank\" rel=\"noopener\">\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1001\u103d\u1032\u1001\u103c\u102c\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038<\/a> \u1015\u102b\u101d\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u104e\u1004\u103a\u1038\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1021\u1019\u100a\u103a\u1019\u103b\u102c\u1038 \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1021\u100a\u103d\u103e\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u101a\u1030\u101e\u100a\u1037\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1015\u102b\u101d\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u1021\u102d\u1019\u103a\u1011\u1031\u102c\u1004\u103a\u101b\u1031\u1038\u1021\u1001\u103c\u1031\u1021\u1014\u1031 (\u201c\u101c\u1000\u103a\u1011\u1015\u103a\u201d\u104a \u201c\u101c\u1030\u1015\u103b\u102d\u102f\u201d\u104a \u201c\u1000\u103d\u102c\u101b\u103e\u1004\u103a\u1038\u201d)<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u1006\u1031\u1038\u101c\u102d\u1015\u103a\u101e\u1031\u102c\u1000\u103a\u1001\u103c\u1004\u103a\u1038\u1021\u1001\u103c\u1031\u1021\u1014\u1031 (&#8220; \u1006\u1031\u1038\u101c\u102d\u1015\u103a\u101e\u1031\u102c\u1000\u103a\u101e\u1030&#8221; \u104a &#8220; \u1006\u1031\u1038\u101c\u102d\u1015\u103a\u1019\u101e\u1031\u102c\u1000\u103a\u101e\u1030&#8221; )<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u1019\u103b\u1000\u103a\u101c\u102f\u1036\u1038\u1021\u101b\u1031\u102c\u1004\u103a (\u201c\u1021\u1015\u103c\u102c\u201d\u104a \u201c\u1005\u102d\u1019\u103a\u1038\u201d\u104a \u201c\u1021\u1015\u103c\u102c\u101b\u1031\u102c\u1004\u103a\u201d)<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u1015\u100a\u102c\u101b\u1031\u1038\u1021\u1006\u1004\u1037\u103a (\u1025\u1015\u1019\u102c &#8220; \u1021\u1011\u1000\u103a\u1010\u1014\u103a\u1038\u1000\u103b\u1031\u102c\u1004\u103a\u1038&#8221; \u104a &#8220; \u1018\u103d\u1032\u1037&#8221; \u104a &#8220; \u1019\u101f\u102c\u1018\u103d\u1032\u1037&#8221; )<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1005\u1000\u103a\u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1021\u101a\u103a\u101c\u1002\u102d\u102f\u101b\u102e\u101e\u1019\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\u1001\u103c\u1004\u103a\u1038 ( <a href=\"https:\/\/statorials.org\/my\/multiple-linear-regression\/\" target=\"_blank\" rel=\"noopener\">\u101c\u102d\u102f\u1004\u103a\u1038\u101b\u102d\u102f\u1038\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f<\/a> \u104a <a href=\"https:\/\/statorials.org\/my\/\u1011\u1031\u102c\u1000\u103a\u1015\u1036\u1037\u1015\u102d\u102f\u1037\u1006\u1031\u102c\u1004\u103a\u101b\u1031\u1038-\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f-\u1041\/\" target=\"_blank\" rel=\"noopener\">\u1011\u1031\u102c\u1000\u103a\u1015\u1036\u1037\u1015\u102d\u102f\u1037\u1006\u1031\u102c\u1004\u103a\u101b\u1031\u1038\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f<\/a> \u1000\u1032\u1037\u101e\u102d\u102f\u1037\u104a <a href=\"https:\/\/statorials.org\/my\/\u1000\u103b\u1015\u1014\u103a\u1038\u101c\u1031\u1037\u1000\u103b\u1004\u1037\u103a\u1019\u103e\u102f\u1019\u103b\u102c\u1038\/\" target=\"_blank\" rel=\"noopener\">\u1000\u103b\u1015\u1014\u103a\u1038\u101e\u1005\u103a\u1010\u1031\u102c\u1019\u103b\u102c\u1038<\/a> \u1005\u101e\u100a\u103a\u1016\u103c\u1004\u1037\u103a) \u1000\u102d\u102f \u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\u101e\u100a\u1037\u103a\u1021\u1001\u102b\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1012\u1031\u1010\u102c\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038 <strong>\u1021\u101c\u102d\u102f\u1000\u103a<\/strong> \u1000\u102d\u1014\u103a\u1038\u101e\u1031\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u1037\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u1037\u103a categorical variables \u1021\u1016\u103c\u1005\u103a\u101e\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u101c\u1031\u1037\u101b\u103e\u102d\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c <strong>\u101c\u102d\u1004\u103a<\/strong> \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038 \u1015\u102b\u1040\u1004\u103a\u101e\u100a\u1037\u103a \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1015\u102f\u1036\u1005\u1036\u1010\u1005\u103a\u1001\u102f\u1010\u103d\u1004\u103a \u1024\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1021\u102c\u1038 \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u101e\u1030\u1021\u1016\u103c\u1005\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a\u104a \u104e\u1004\u103a\u1038\u1000\u102d\u102f dummy variable \u1021\u1016\u103c\u1005\u103a\u101e\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u101b\u1014\u103a \u1026\u1038\u1005\u103d\u102c \u101c\u102d\u102f\u1021\u1015\u103a\u1019\u100a\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u1021\u101b\u102f\u1015\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u102d\u1014\u103a\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a 0 \u1000\u102d\u102f\u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1011\u1032\u1019\u103e\u1010\u1005\u103a\u1001\u102f (&#8220; \u101a\u1031\u102c\u1000\u103b\u102c\u103a\u1038&#8221; ) \u1000\u102d\u102f \u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u1014\u102d\u102f\u1004\u103a\u1015\u103c\u102e\u1038 1 \u1000\u102d\u102f\u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1021\u1001\u103c\u102c\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038 (&#8220; \u1021\u1019\u103b\u102d\u102f\u1038\u101e\u1019\u102e\u1038&#8221; ) \u1000\u102d\u102f \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-13941 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannequin2.png\" alt=\"\" width=\"540\" height=\"312\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Pandas \u1010\u103d\u1004\u103a dummy variable \u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">pandas DataFrame \u1021\u1010\u103d\u1004\u103a\u1038\u101b\u103e\u102d variable \u1010\u1005\u103a\u1001\u102f\u1021\u1010\u103d\u1000\u103a dummies \u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a\u104a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1001\u103c\u1031\u1001\u1036 syntax \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1011\u102c\u1038\u101e\u100a\u1037\u103a <a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.get_dummies.html\" target=\"_blank\" rel=\"noopener\">pandas.get_dummies()<\/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\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">pandas.get_dummies(\u1012\u1031\u1010\u102c\u104a \u101b\u103e\u1031\u1037\u1006\u102f\u1036\u1038=\u1019\u101b\u103e\u102d\u104a \u1000\u1031\u102c\u103a\u101c\u1036=\u1019\u101b\u103e\u102d\u104a drop_first=False)<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">\u101b\u103d\u103e\u1031-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>data<\/strong> : \u1015\u1014\u103a\u1012\u102b DataFrame \u104f\u1021\u1019\u100a\u103a<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u101b\u103e\u1031\u1037\u1011\u103d\u1000\u103a<\/strong> &#8211; dummy variable \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u104f\u1021\u1005\u1010\u103d\u1004\u103a \u1011\u100a\u1037\u103a\u101b\u1014\u103a \u1005\u102c\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038<\/strong> &#8211; dummy variable \u1021\u1016\u103c\u1005\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101b\u1014\u103a \u1000\u1031\u102c\u103a\u101c\u1036(\u1019\u103b\u102c\u1038) \u104f \u1021\u1019\u100a\u103a<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>drop_first<\/strong> : \u1015\u1011\u1019\u1006\u102f\u1036\u1038 dummy variable \u1000\u1031\u102c\u103a\u101c\u1036\u1000\u102d\u102f \u101c\u103d\u103e\u1010\u103a\u1001\u103b\u101b\u1014\u103a\u104a<\/span><\/li>\n<\/ul>\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\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1021\u101e\u102f\u1036\u1038\u1001\u103b\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- dummy variable \u1010\u1005\u103a\u1001\u102f\u1010\u100a\u103a\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\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: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">income<\/span> ': [45, 48, 54, 57, 65, 69, 78],\n                   ' <span style=\"color: #ff0000;\">age<\/span> ': [23, 25, 24, 29, 38, 36, 40],\n                   ' <span style=\"color: #ff0000;\">gender<\/span> ': ['M', 'F', 'M', 'F', 'F', 'F', 'M']})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n        income age gender\n0 45 23 M\n1 48 25 F\n2 54 24 M\n3 57 29 F\n4 65 38 F\n5 69 36 F\n6 78 40 M<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>pd.get_dummies()<\/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 \u101c\u102d\u1004\u103a\u1000\u102d\u102f dummy variable \u1021\u1016\u103c\u1005\u103a \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#convert gender to dummy variable<\/span>\np.d. <span style=\"color: #3366ff;\">get_dummies<\/span> (df, columns=[' <span style=\"color: #ff0000;\">gender<\/span> '], drop_first= <span style=\"color: #008000;\">True<\/span> )\n\n\tincome age gender_M\n0 45 23 1\n1 48 25 0\n2 54 24 1\n3 57 29 0\n4 65 38 0\n5 69 36 0\n6 78 40 1<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u102c\u1038-\u1019 \u1000\u1031\u102c\u103a\u101c\u1036\u101e\u100a\u103a \u101a\u1001\u102f\u1021\u1001\u102b\u1010\u103d\u1004\u103a \u1000\u102d\u1014\u103a\u1038\u101e\u1031\u1015\u102f\u1036\u1005\u1036\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u1037\u103a \u1015\u102f\u1036\u1005\u1036\u1016\u103c\u1005\u103a\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>0<\/strong> \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a &#8220; \u1021\u1019\u103b\u102d\u102f\u1038\u101e\u1019\u102e\u1038&#8221;  \u1000\u102d\u102f \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101e\u100a\u103a<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>1<\/strong> \u104f\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a &#8220; \u101a\u1031\u102c\u1000\u103b\u102c\u103a\u1038&#8221;  \u1000\u102d\u102f\u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101e\u100a\u103a<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2- dummy variable \u1021\u1019\u103b\u102c\u1038\u1021\u1015\u103c\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\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: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">income<\/span> ': [45, 48, 54, 57, 65, 69, 78],\n                   ' <span style=\"color: #ff0000;\">age<\/span> ': [23, 25, 24, 29, 38, 36, 40],\n                   ' <span style=\"color: #ff0000;\">gender<\/span> ': ['M', 'F', 'M', 'F', 'F', 'F', 'M'],\n                   ' <span style=\"color: #ff0000;\">college<\/span> ': ['Y', 'N', 'N', 'N', 'Y', 'Y', 'Y']})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n\tincome age gender college\n0 45 23 M Y\n1 48 25 F N\n2 54 24 M N\n3 57 29 F N\n4 65 38 F Y\n5 69 36 F Y\n6 78 40 M Y<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>pd.get_dummies()<\/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 \u101c\u102d\u1004\u103a\u1014\u103e\u1004\u1037\u103a\u1000\u1031\u102c\u101c\u102d\u1015\u103a\u1000\u102d\u102f dummy variable \u1021\u1016\u103c\u1005\u103a\u101e\u102d\u102f\u1037\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#convert gender to dummy variable<\/span>\np.d. <span style=\"color: #3366ff;\">get_dummies<\/span> (df, columns=[' <span style=\"color: #ff0000;\">gender<\/span> ', ' <span style=\"color: #ff0000;\">college<\/span> '], drop_first= <span style=\"color: #008000;\">True<\/span> )\n\n\n        income age gender_M college_Y\n0 45 23 1 1\n1 48 25 0 0\n2 54 24 1 0\n3 57 29 0 0\n4 65 38 0 1\n5 69 36 0 1\n6 78 40 1 1<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u102c\u1038-\u1019 \u1000\u1031\u102c\u103a\u101c\u1036\u101e\u100a\u103a \u101a\u1001\u102f\u1021\u1001\u102b\u1010\u103d\u1004\u103a \u1000\u102d\u1014\u103a\u1038\u101e\u1031\u1015\u102f\u1036\u1005\u1036\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u1037\u103a \u1015\u102f\u1036\u1005\u1036\u1016\u103c\u1005\u103a\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>0<\/strong> \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a &#8220; \u1021\u1019\u103b\u102d\u102f\u1038\u101e\u1019\u102e\u1038&#8221;  \u1000\u102d\u102f \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101e\u100a\u103a<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>1<\/strong> \u104f\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a &#8220; \u101a\u1031\u102c\u1000\u103b\u102c\u103a\u1038&#8221;  \u1000\u102d\u102f\u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101e\u100a\u103a<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1000\u1031\u102c\u101c\u102d\u1015\u103a\u1000\u1031\u102c\u103a\u101c\u1036\u101e\u100a\u103a \u101a\u1001\u102f\u1021\u1001\u102b\u1010\u103d\u1004\u103a \u1000\u102d\u1014\u103a\u1038\u101e\u1031\u1015\u102f\u1036\u1005\u1036\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u1037\u103a \u1015\u102f\u1036\u1005\u1036\u1016\u103c\u1005\u103a\u1014\u1031\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>0<\/strong> \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a &#8220; No&#8221;  \u1010\u1000\u1039\u1000\u101e\u102d\u102f\u101c\u103a\u1000\u102d\u102f \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>1<\/strong> \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u1000\u1031\u102c\u101c\u102d\u1015\u103a\u101e\u102d\u102f\u1037 &#8220; Yes&#8221;  \u1000\u102d\u102f \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b<\/span><\/li>\n<\/ul>\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> <a href=\"https:\/\/statorials.org\/my\/\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f-dummy-\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\/\" target=\"_blank\" rel=\"noopener\">regression \u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1019\u103e\u102f\u1010\u103d\u1004\u103a dummy variables \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/dummy-variable-\u1011\u1031\u102c\u1004\u103a\u1001\u103b\u1031\u102c\u1000\u103a\/\" target=\"_blank\" rel=\"noopener\">dummy variable trap \u1000\u1018\u102c\u101c\u1032\u104b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u1019\u1000\u103c\u102c\u1001\u100f\u1006\u102d\u102f\u101e\u101c\u102d\u102f \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1005\u102c\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1001\u103d\u1032\u1001\u103c\u102c\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038 \u1015\u102b\u101d\u1004\u103a\u101e\u100a\u103a\u104b \u104e\u1004\u103a\u1038\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1021\u1019\u100a\u103a\u1019\u103b\u102c\u1038 \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1021\u100a\u103d\u103e\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u101a\u1030\u101e\u100a\u1037\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1015\u102b\u101d\u1004\u103a\u101e\u100a\u103a- \u1021\u102d\u1019\u103a\u1011\u1031\u102c\u1004\u103a\u101b\u1031\u1038\u1021\u1001\u103c\u1031\u1021\u1014\u1031 (\u201c\u101c\u1000\u103a\u1011\u1015\u103a\u201d\u104a \u201c\u101c\u1030\u1015\u103b\u102d\u102f\u201d\u104a \u201c\u1000\u103d\u102c\u101b\u103e\u1004\u103a\u1038\u201d) \u1006\u1031\u1038\u101c\u102d\u1015\u103a\u101e\u1031\u102c\u1000\u103a\u1001\u103c\u1004\u103a\u1038\u1021\u1001\u103c\u1031\u1021\u1014\u1031 (&#8220; \u1006\u1031\u1038\u101c\u102d\u1015\u103a\u101e\u1031\u102c\u1000\u103a\u101e\u1030&#8221; \u104a &#8220; \u1006\u1031\u1038\u101c\u102d\u1015\u103a\u1019\u101e\u1031\u102c\u1000\u103a\u101e\u1030&#8221; ) \u1019\u103b\u1000\u103a\u101c\u102f\u1036\u1038\u1021\u101b\u1031\u102c\u1004\u103a (\u201c\u1021\u1015\u103c\u102c\u201d\u104a \u201c\u1005\u102d\u1019\u103a\u1038\u201d\u104a \u201c\u1021\u1015\u103c\u102c\u101b\u1031\u102c\u1004\u103a\u201d) \u1015\u100a\u102c\u101b\u1031\u1038\u1021\u1006\u1004\u1037\u103a (\u1025\u1015\u1019\u102c &#8220; \u1021\u1011\u1000\u103a\u1010\u1014\u103a\u1038\u1000\u103b\u1031\u102c\u1004\u103a\u1038&#8221; \u104a &#8220; \u1018\u103d\u1032\u1037&#8221; \u104a &#8220; \u1019\u101f\u102c\u1018\u103d\u1032\u1037&#8221; ) \u1005\u1000\u103a\u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1021\u101a\u103a\u101c\u1002\u102d\u102f\u101b\u102e\u101e\u1019\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\u1001\u103c\u1004\u103a\u1038 ( \u101c\u102d\u102f\u1004\u103a\u1038\u101b\u102d\u102f\u1038\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f \u104a \u1011\u1031\u102c\u1000\u103a\u1015\u1036\u1037\u1015\u102d\u102f\u1037\u1006\u1031\u102c\u1004\u103a\u101b\u1031\u1038\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f \u1000\u1032\u1037\u101e\u102d\u102f\u1037\u104a \u1000\u103b\u1015\u1014\u103a\u1038\u101e\u1005\u103a\u1010\u1031\u102c\u1019\u103b\u102c\u1038 \u1005\u101e\u100a\u103a\u1016\u103c\u1004\u1037\u103a) \u1000\u102d\u102f \u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\u101e\u100a\u1037\u103a\u1021\u1001\u102b\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1012\u1031\u1010\u102c\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038 \u1021\u101c\u102d\u102f\u1000\u103a \u1000\u102d\u1014\u103a\u1038\u101e\u1031\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f [&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 Get Dummies - pd.get_dummies \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1010\u103d\u1004\u103a dummy variable \u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101c\u103b\u1004\u103a\u1019\u103c\u1014\u103a\u1005\u103d\u102c\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a Python \u101b\u103e\u102d pandas.get_dummies() \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102f\u1036\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\/\u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u101e\u100a\u103a-\u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1019\u103b\u102c\/\" \/>\n<meta property=\"og:locale\" content=\"my_MM\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas Get Dummies - pd.get_dummies \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038\" \/>\n<meta property=\"og:description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a 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