{"id":3776,"date":"2023-07-15T15:04:50","date_gmt":"2023-07-15T15:04:50","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%9c%e1%80%b1\/"},"modified":"2023-07-15T15:04:50","modified_gmt":"2023-07-15T15:04:50","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%9c%e1%80%b1","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%9c%e1%80%b1\/","title":{"rendered":"\u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038- \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103e \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1015\u102f\u1036\u1000\u102d\u102f \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 \u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1019\u103e \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1000\u102d\u102f \u101b\u101a\u1030\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1019\u103b\u102c\u1038\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

\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 1- \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103e \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1000\u102d\u102f \u101b\u101a\u1030\u1015\u102b (\u1014\u103e\u1005\u103a\u1014\u103e\u1004\u1037\u103a \u101e\u102f\u1036\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036 \u1016\u1031\u102c\u103a\u1019\u1010\u103a)<\/strong><\/span><\/p>\n

 df[' quarter<\/span> '] = pd. PeriodIndex<\/span> ( df.date<\/span> , freq=' Q<\/span> ')\n<\/strong><\/pre>\n
 \u101b\u1000\u103a\u1005\u103d\u1032\u101e\u100a\u103a 2022 \u104f\u1015\u1011\u1019\u101e\u102f\u1036\u1038\u101c\u1015\u1010\u103a\u1010\u103d\u1004\u103a\u1016\u103c\u1005\u103a\u1015\u102b\u1000\u104a \u104e\u1004\u103a\u1038\u101e\u100a\u103a 2022Q1<\/strong> \u1000\u1032\u1037\u101e\u102d\u102f\u1037\u1015\u102f\u1036\u1005\u1036\u1016\u103c\u1004\u1037\u103a \u101e\u102f\u1036\u1038\u101c\u1015\u1010\u103a\u1000\u102d\u102f \u1015\u103c\u1014\u103a\u1015\u1031\u1038\u1019\u100a\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 2- \u1014\u1031\u1037\u1005\u103d\u1032\u1019\u103e \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1000\u102d\u102f \u101b\u101a\u1030\u1015\u102b (Quarter Number Format)<\/strong><\/span><\/p>\n
 df[' quarter<\/span> '] = df[' date<\/span> ']. dt<\/span> . quarter<\/span><\/strong><\/pre>\n
 \u101b\u1000\u103a\u1005\u103d\u1032\u101e\u100a\u103a Q1 2022 \u1010\u103d\u1004\u103a\u1016\u103c\u1005\u103a\u1015\u102b\u1000\u104a \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u101b\u102d\u102f\u1038\u101b\u102d\u102f\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038 1<\/strong> \u1000\u102d\u102f \u1015\u103c\u1014\u103a\u1015\u1031\u1038\u101c\u102d\u1019\u1037\u103a\u1019\u100a\u103a\u104b<\/span><\/p>\n
 \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 \u1014\u103e\u1004\u1037\u103a \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1010\u103d\u1004\u103a \u1024 syntax \u1000\u102d\u102f\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\u101e\u100a\u103a \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= 14<\/span> ),\n                   ' sales<\/span> ': [6, 8, 10, 5, 4, 8, 8, 3, 5, 14, 8, 3, 10, 12]})\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\n10 2022-11-30 8\n11 2022-12-31 3\n12 2023-01-31 10\n13 2023-02-28 12<\/strong><\/span><\/pre>\n
 \u1025\u1015\u1019\u102c 1- \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103e \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1000\u102d\u102f \u101b\u101a\u1030\u1015\u102b (\u1014\u103e\u1005\u103a\u1014\u103e\u1004\u1037\u103a \u101e\u102f\u1036\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036 \u1016\u1031\u102c\u103a\u1019\u1010\u103a)<\/strong><\/span><\/h2>\n
 \u1014\u103e\u1005\u103a\u1014\u103e\u1004\u1037\u103a \u101e\u102f\u1036\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1016\u1031\u102c\u103a\u1019\u1010\u103a\u1016\u103c\u1004\u1037\u103a \u101b\u1000\u103a\u1005\u103d\u1032<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103e \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1000\u102d\u102f \u1011\u102f\u1010\u103a\u101a\u1030\u101e\u100a\u1037\u103a quarter<\/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\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 displays year and quarter from date column\ndf[' quarter<\/span> '] = pd. PeriodIndex<\/span> ( df.date<\/span> , freq=' Q<\/span> ')\n<\/span>\n#view updated DataFrame\nprint<\/span> (df)\n\n         date sales quarter\n0 2022-01-31 6 2022Q1\n1 2022-02-28 8 2022Q1\n2 2022-03-31 10 2022Q1\n3 2022-04-30 5 2022Q2\n4 2022-05-31 4 2022Q2\n5 2022-06-30 8 2022Q2\n6 2022-07-31 8 2022Q3\n7 2022-08-31 3 2022Q3\n8 2022-09-30 5 2022Q3\n9 2022-10-31 14 2022Q4\n10 2022-11-30 8 2022Q4\n11 2022-12-31 3 2022Q4\n12 2023-01-31 10 2023Q1\n13 2023-02-28 12 2023Q1<\/span><\/span><\/b><\/pre>\n
 \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036<\/strong> \u101f\u102f\u1001\u1031\u102b\u103a\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u1010\u103d\u1004\u103a \u1014\u103e\u1005\u103a\u1014\u103e\u1004\u1037\u103a \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1016\u1031\u102c\u103a\u1019\u1010\u103a\u1016\u103c\u1004\u1037\u103a \u101b\u1000\u103a\u1005\u103d\u1032<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u104f \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/span><\/p>\n
 \u1025\u1015\u1019\u102c 2- \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103e \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1000\u102d\u102f \u101b\u101a\u1030\u1015\u102b (\u1000\u103d\u102c\u1010\u102c\u1038\u1014\u1036\u1015\u102b\u1010\u103a\u1016\u1031\u102c\u103a\u1019\u1010\u103a)<\/strong><\/span><\/h2>\n
 \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1000\u102d\u102f \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1016\u1031\u102c\u103a\u1019\u1010\u103a\u1016\u103c\u1004\u1037\u103a \u101b\u1000\u103a\u1005\u103d\u1032<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103e \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1000\u102d\u102f \u1011\u102f\u1010\u103a\u101a\u1030\u101e\u100a\u1037\u103a quarter<\/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\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 displays quarter from date column\ndf[' quarter<\/span> '] = df[' date<\/span> ']. dt<\/span> . quarter\n<\/span><\/strong><\/span>\n#view updated DataFrame\nprint<\/span> (df)\n\n         date sales quarter\n0 2022-01-31 6 1\n1 2022-02-28 8 1\n2 2022-03-31 10 1\n3 2022-04-30 5 2\n4 2022-05-31 4 2\n5 2022-06-30 8 2\n6 2022-07-31 8 3\n7 2022-08-31 3 3\n8 2022-09-30 5 3\n9 2022-10-31 14 4\n10 2022-11-30 8 4\n11 2022-12-31 3 4\n12 2023-01-31 10 1\n13 2023-02-28 12 1<\/span><\/span><\/b><\/pre>\n
 \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036<\/strong> \u101f\u102f\u1001\u1031\u102b\u103a\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u1010\u103d\u1004\u103a \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1002\u100f\u1014\u103a\u1038\u1016\u1031\u102c\u103a\u1019\u1010\u103a\u1016\u103c\u1004\u1037\u103a \u101b\u1000\u103a\u1005\u103d\u1032<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103e \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1014\u1036\u1015\u102b\u1010\u103a\u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/p>\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 \u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1019\u103e \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1000\u102d\u102f \u101b\u101a\u1030\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1019\u103b\u102c\u1038\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 \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 1- \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103e \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1000\u102d\u102f \u101b\u101a\u1030\u1015\u102b (\u1014\u103e\u1005\u103a\u1014\u103e\u1004\u1037\u103a \u101e\u102f\u1036\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036 \u1016\u1031\u102c\u103a\u1019\u1010\u103a) df[‘ quarter ‘] = pd. PeriodIndex ( df.date , freq=’ Q ‘) \u101b\u1000\u103a\u1005\u103d\u1032\u101e\u100a\u103a 2022 \u104f\u1015\u1011\u1019\u101e\u102f\u1036\u1038\u101c\u1015\u1010\u103a\u1010\u103d\u1004\u103a\u1016\u103c\u1005\u103a\u1015\u102b\u1000\u104a \u104e\u1004\u103a\u1038\u101e\u100a\u103a 2022Q1 \u1000\u1032\u1037\u101e\u102d\u102f\u1037\u1015\u102f\u1036\u1005\u1036\u1016\u103c\u1004\u1037\u103a \u101e\u102f\u1036\u1038\u101c\u1015\u1010\u103a\u1000\u102d\u102f \u1015\u103c\u1014\u103a\u1015\u1031\u1038\u1019\u100a\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 2- \u1014\u1031\u1037\u1005\u103d\u1032\u1019\u103e \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1000\u102d\u102f \u101b\u101a\u1030\u1015\u102b (Quarter Number Format) df[‘ quarter ‘] = df[‘ date ‘]. dt . quarter \u101b\u1000\u103a\u1005\u103d\u1032\u101e\u100a\u103a 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