{"id":3781,"date":"2023-07-15T14:20:20","date_gmt":"2023-07-15T14:20:20","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%94%e1%80%b1%e1%80%b7%e1%80%85%e1%80%bd%e1%80%b2%e1%80%99%e1%80%be-%e1%80%90%e1%80%85\/"},"modified":"2023-07-15T14:20:20","modified_gmt":"2023-07-15T14:20:20","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%94%e1%80%b1%e1%80%b7%e1%80%85%e1%80%bd%e1%80%b2%e1%80%99%e1%80%be-%e1%80%90%e1%80%85","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%94%e1%80%b1%e1%80%b7%e1%80%85%e1%80%bd%e1%80%b2%e1%80%99%e1%80%be-%e1%80%90%e1%80%85\/","title":{"rendered":"Pandas: \u1014\u103e\u1005\u103a\u1010\u1005\u103a\u1014\u103e\u1005\u103a\u101b\u1032\u1037 \u1014\u1031\u1037\u1005\u103d\u1032\u1000\u1014\u1031 \u1018\u101a\u103a\u101c\u102d\u102f\u101b\u1014\u102d\u102f\u1004\u103a\u1019\u101c\u1032\u104b"},"content":{"rendered":"

<\/p>\n

\n

\u1015\u1014\u103a\u1012\u102b DataFrame \u101b\u103e\u102d \u1014\u1031\u1037\u1005\u103d\u1032\u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1019\u103e \u1010\u1005\u103a\u1014\u103e\u1005\u103a\u1010\u102c\u104f\u1014\u1031\u1037\u101b\u1000\u103a\u1000\u102d\u102f \u101b\u101a\u1030\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1001\u103c\u1031\u1001\u1036\u1021\u1011\u102c\u1038\u1021\u101e\u102d\u102f\u1000\u102d\u102f\u101e\u102f\u1036\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n

 df[' day_of_year<\/span> '] = df[' date<\/span> ']. dt<\/span> . dayofyear<\/span><\/span>\n<\/span><\/strong><\/pre>\n
 \u1024\u1025\u1015\u1019\u102c\u101e\u100a\u103a day_of_year<\/strong> \u101f\u102f\u1001\u1031\u102b\u103a\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u103c\u102e\u1038 \u101b\u1000\u103a\u1005\u103d\u1032<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u104f\u1014\u103e\u1005\u103a\u104f\u1014\u1031\u1037\u101b\u1000\u103a\u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/span><\/p>\n
 day_of_year<\/strong> \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u101e\u100a\u103a 1 (\u1007\u1014\u103a\u1014\u101d\u102b\u101b\u102e 1) \u1019\u103e 365 (\u1012\u102e\u1007\u1004\u103a\u1018\u102c 31) \u1021\u1011\u102d \u101b\u103e\u102d\u1019\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u101e\u100a\u103a \u1024 syntax \u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1010\u103d\u1004\u103a \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1025\u1015\u1019\u102c- Pandas \u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103e \u1010\u1005\u103a\u1014\u103e\u1005\u103a\u104f\u1014\u1031\u1037\u1000\u102d\u102f \u101b\u101a\u1030\u1015\u102b\u104b<\/strong><\/span><\/h2>\n
 \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1005\u1010\u102d\u102f\u1038\u1006\u102d\u102f\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1010\u103d\u1004\u103a \u101b\u1031\u102c\u1004\u103a\u1038\u1001\u103b\u101e\u100a\u1037\u103a \u1005\u102f\u1005\u102f\u1015\u1031\u102b\u1004\u103a\u1038\u101b\u1031\u102c\u1004\u103a\u1038\u1001\u103b\u1019\u103e\u102f\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1021\u1001\u103b\u1000\u103a\u1021\u101c\u1000\u103a\u1015\u102b\u101b\u103e\u102d\u101e\u1031\u102c \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
 import<\/span> pandas as<\/span> pd\n\n#createDataFrame<\/span>\ndf = pd. DataFrame<\/span> ({' date<\/span> ': pd.date_range<\/span> (start=' 1\/1\/2022<\/span> ', freq=' M<\/span> ', periods= 10<\/span> ),\n                   ' sales<\/span> ': [6, 8, 10, 5, 4, 8, 8, 3, 5, 14]})\n\n#view DataFrame\n<\/span>print<\/span> (df)\n\n         dirty date\n0 2022-01-31 6\n1 2022-02-28 8\n2 2022-03-31 10\n3 2022-04-30 5\n4 2022-05-31 4\n5 2022-06-30 8\n6 2022-07-31 8\n7 2022-08-31 3\n8 2022-09-30 5\n9 2022-10-31 14\n<\/strong><\/span><\/pre>\n
 \u1006\u1000\u103a\u1005\u1015\u103a-<\/strong> 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><\/span><\/p>\n
 \u1014\u1031\u1037\u1005\u103d\u1032<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103e \u1010\u1005\u103a\u1014\u103e\u1005\u103a\u104f\u1014\u1031\u1037\u1015\u102b\u101b\u103e\u102d\u101e\u1031\u102c day_of_year<\/b> \u101f\u102f\u1001\u1031\u102b\u103a\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\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\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n
 #create new column that contains day of year in 'date' column\ndf[' day_of_year<\/span> '] = df[' date<\/span> ']. dt<\/span> . dayofyear\n<\/span><\/span><\/span>\n#view updated DataFrame\n<\/span>print<\/span> (df)\n\n        date sales day_of_year\n0 2022-01-31 6 31\n1 2022-02-28 8 59\n2 2022-03-31 10 90\n3 2022-04-30 5 120\n4 2022-05-31 4 151\n5 2022-06-30 8,181\n6 2022-07-31 8,212\n7 2022-08-31 3,243\n8 2022-09-30 5,273\n9 2022-10-31 14,304<\/span><\/b><\/pre>\n
 day_of_year<\/b> \u101f\u102f\u1001\u1031\u102b\u103a\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u104f \u1014\u103e\u1005\u103a\u1010\u1005\u103a\u101b\u1000\u103a\u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u101b\u1000\u103a\u1011\u1015\u103a\u1014\u103e\u1005\u103a\u1010\u103d\u1004\u103a \u1021\u101c\u102f\u1015\u103a\u101c\u102f\u1015\u103a\u1014\u1031\u1015\u102b\u1000\u104a \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u1016\u103c\u1005\u103a\u1014\u102d\u102f\u1004\u103a\u1001\u103b\u1031\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f 365 \u1019\u103e 366 \u101e\u102d\u102f\u1037 \u1021\u101c\u102d\u102f\u1021\u101c\u103b\u1031\u102c\u1000\u103a \u1010\u102d\u102f\u1038\u1001\u103b\u1032\u1037\u1015\u1031\u1038\u1019\u100a\u103a\u1016\u103c\u1005\u103a\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u101e\u1004\u1037\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u101e\u1004\u103a\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1014\u1031\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u101e\u100a\u103a string \u1000\u1031\u102c\u103a\u101c\u1036\u1016\u103c\u1005\u103a\u1015\u102b\u1000\u104a \u101e\u1004\u103a\u101e\u100a\u103a \u1015\u1011\u1019\u1026\u1038\u1005\u103d\u102c strings \u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u103e\u1010\u103a\u1019\u102d\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1021\u1016\u103c\u1005\u103a \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u101b\u1014\u103a pd.to_datetime() \u1000\u102d\u102f<\/strong> \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1019\u100a\u103a\u1016\u103c\u1005\u103a\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u102d\u102f\u101c\u100a\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n
 #convert string column to datetime and calculate day of year\ndf[' day_of_year<\/span> '] = pd. to_datetime<\/span> (df[' date<\/span> ']). dt<\/span> . dayofyear<\/span><\/span>\n<\/span><\/b><\/pre>\n
 \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
 \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
 Pandas \u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1019\u103e \u101b\u1000\u103a\u1015\u1031\u102b\u1004\u103a\u1038\u1011\u100a\u1037\u103a\u1014\u100a\u103a\u1038\u1014\u103e\u1004\u1037\u103a \u1014\u102f\u1010\u103a\u1014\u100a\u103a\u1038<\/a>
 Pandas \u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u101b\u103e\u102d \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u1014\u100a\u103a\u1038<\/a>
 Pandas \u1010\u103d\u1004\u103a \u1010\u1005\u103a\u1014\u103e\u1005\u103a\u104a \u101c\u1014\u103e\u1004\u1037\u103a \u1014\u1031\u1037\u1010\u102d\u102f\u1037\u1019\u103e \u101b\u1000\u103a\u1005\u103d\u1032\u1000\u1031\u102c\u103a\u101c\u1036\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u1015\u1014\u103a\u1012\u102b DataFrame \u101b\u103e\u102d \u1014\u1031\u1037\u1005\u103d\u1032\u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1019\u103e \u1010\u1005\u103a\u1014\u103e\u1005\u103a\u1010\u102c\u104f\u1014\u1031\u1037\u101b\u1000\u103a\u1000\u102d\u102f \u101b\u101a\u1030\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1001\u103c\u1031\u1001\u1036\u1021\u1011\u102c\u1038\u1021\u101e\u102d\u102f\u1000\u102d\u102f\u101e\u102f\u1036\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b df[‘ day_of_year ‘] = df[‘ date ‘]. dt . dayofyear \u1024\u1025\u1015\u1019\u102c\u101e\u100a\u103a day_of_year \u101f\u102f\u1001\u1031\u102b\u103a\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u103c\u102e\u1038 \u101b\u1000\u103a\u1005\u103d\u1032 \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u104f\u1014\u103e\u1005\u103a\u104f\u1014\u1031\u1037\u101b\u1000\u103a\u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104b day_of_year \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u101e\u100a\u103a 1 (\u1007\u1014\u103a\u1014\u101d\u102b\u101b\u102e 1) \u1019\u103e 365 (\u1012\u102e\u1007\u1004\u103a\u1018\u102c 31) \u1021\u1011\u102d \u101b\u103e\u102d\u1019\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u101e\u100a\u103a \u1024 syntax \u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1010\u103d\u1004\u103a \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c- Pandas \u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103e \u1010\u1005\u103a\u1014\u103e\u1005\u103a\u104f\u1014\u1031\u1037\u1000\u102d\u102f \u101b\u101a\u1030\u1015\u102b\u104b \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1005\u1010\u102d\u102f\u1038\u1006\u102d\u102f\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1010\u103d\u1004\u103a \u101b\u1031\u102c\u1004\u103a\u1038\u1001\u103b\u101e\u100a\u1037\u103a […]<\/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":"\n\u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038- \u101b\u1000\u103a\u1005\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1019\u103e 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 \u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a<\/strong> – pandas dayofyear<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u104f \u1005\u102c\u101b\u103d\u1000\u103a\u1005\u102c\u1010\u1019\u103a\u1038\u1021\u1015\u103c\u100a\u1037\u103a\u1021\u1005\u102f\u1036\u1000\u102d\u102f \u1024\u1014\u1031\u101b\u102c\u1010\u103d\u1004\u103a<\/a> \u101b\u103e\u102c\u1016\u103d\u1031\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n