{"id":3481,"date":"2023-07-17T06:28:29","date_gmt":"2023-07-17T06:28:29","guid":{"rendered":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba%e1%80%9b%e1%80%bd%e1%80%b1%e1%80%b7%e1%80%9c%e1%80%bb%e1%80%ac%e1%80%b8%e1%80%9e%e1%80%b1%e1%80%ac%e1%80%95%e1%80%bb%e1%80%99%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb\/"},"modified":"2023-07-17T06:28:29","modified_gmt":"2023-07-17T06:28:29","slug":"r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba%e1%80%9b%e1%80%bd%e1%80%b1%e1%80%b7%e1%80%9c%e1%80%bb%e1%80%ac%e1%80%b8%e1%80%9e%e1%80%b1%e1%80%ac%e1%80%95%e1%80%bb%e1%80%99%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba%e1%80%9b%e1%80%bd%e1%80%b1%e1%80%b7%e1%80%9c%e1%80%bb%e1%80%ac%e1%80%b8%e1%80%9e%e1%80%b1%e1%80%ac%e1%80%95%e1%80%bb%e1%80%99%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb\/","title":{"rendered":"R \u1016\u103c\u1004\u1037\u103a \u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u1014\u1031\u101e\u1031\u102c \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1021\u102c\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038 (\u1014\u1019\u1030\u1014\u102c\u1016\u103c\u1004\u1037\u103a)"},"content":{"rendered":"

<\/p>\n

\n

\u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038\u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1019\u103e\u102f\u1010\u103d\u1004\u103a\u104a \u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u101e\u100a\u103a<\/strong> \u101a\u1001\u1004\u103a\u1000\u102c\u101c\u1019\u103b\u102c\u1038\u104f \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b<\/span><\/p>\n

R \u1010\u103d\u1004\u103a rolling \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a \u1021\u101c\u103d\u101a\u103a\u1000\u1030\u1006\u102f\u1036\u1038\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1019\u103e\u102c \u1010\u102d\u101b\u1005\u1039\u1006\u102c\u1014\u103a\u101b\u102f\u1036<\/strong> \u1015\u1000\u103a\u1000\u1031\u1037\u1001\u103a\u103b\u1019\u103e rollmean()<\/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\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a-<\/span><\/p>\n

 library<\/span> (dplyr)<\/span>\nlibrary<\/span> (zoo)<\/span>\n\n#calculate 3-day rolling average<\/span>\ndf %>%\n  mutate(rolling_avg = rollmean(values, k= 3<\/span> , fill=NA, align=' right<\/span> '))<\/strong><\/pre>\n
 \u1024\u1025\u1015\u1019\u102c\u101e\u100a\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038<\/strong> \u101f\u102f \u1010\u1036\u1006\u102d\u1015\u103a\u1010\u1015\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u1010\u103d\u1000\u103a 3-<\/strong> \u101b\u1000\u103a\u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1021\u102c\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a\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\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
 \u1025\u1015\u1019\u102c- \u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1021\u102c\u1038 R \u1016\u103c\u1004\u1037\u103a \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102b\u104b<\/strong><\/span><\/h2>\n
 \u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a\u1010\u1005\u103a\u1001\u102f\u104f\u101b\u1031\u102c\u1004\u103a\u1038\u1021\u102c\u1038\u1000\u102d\u102f 10 \u101b\u1000\u103a\u1006\u1000\u103a\u1010\u102d\u102f\u1000\u103a\u1015\u103c\u101e\u101e\u1031\u102c R \u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span><\/p>\n
 #create data frame<\/span>\ndf <- data. frame<\/span> (day=c(1, 2, 3, 4, 5, 6, 7, 8, 9, 10),\n                 sales=c(25, 20, 14, 16, 27, 20, 12, 15, 14, 19))\n\n#view data frame\n<\/span>df\n\n   day sales\n1 1 25\n2 2 20\n3 3 14\n4 4 16\n5 5 27\n6 6 20\n7 7 12\n8 8 15\n9 9 14\n10 10 19<\/strong><\/pre>\n
 \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1021\u1010\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u101b\u103e\u102d \u101a\u1001\u1004\u103a 3 \u101b\u1000\u103a\u1021\u1010\u103d\u1000\u103a \u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u1014\u1031\u101e\u1031\u102c \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u101b\u1031\u102c\u1004\u103a\u1038\u1021\u102c\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u1037\u103a avg_sales3<\/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 syntax \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/span><\/p>\n
 library<\/span> (dplyr)\nlibrary<\/span> (zoo)\n\n#calculate 3-day rolling average of sales<\/span>\ndf %>%\n  mutate(avg_sales3 = rollmean(sales, k= 3<\/span> , fill=NA, align=' right<\/span> '))\n\n   day sales avg_sales3\n1 1 25 NA\n2 2 20 NA\n3 3 14 19.66667\n4 4 16 16.66667\n5 5 27 19.00000\n6 6 20 21.00000\n7 7 12 19.66667\n8 8 15 15.66667\n9 9 14 13.66667\n10 10 19 16.00000\n<\/strong><\/span><\/pre>\n
 \u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a<\/strong> – rollmean()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101b\u103e\u102d k<\/strong> \u104f\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1021\u102c\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u1037\u103a \u101a\u1001\u1004\u103a\u1000\u102c\u101c\u1019\u103b\u102c\u1038\u104f \u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1000\u102d\u102f \u1011\u102d\u1014\u103a\u1038\u1001\u103b\u102f\u1015\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n
 avg_sales3<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u101e\u100a\u103a \u101a\u1001\u1004\u103a\u1000\u102c\u101c 3 \u1001\u102f\u1021\u1010\u103d\u1000\u103a \u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u1014\u1031\u101e\u1031\u102c \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1021\u101b\u1031\u102c\u1004\u103a\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1025\u1015\u1019\u102c\u104a 19.66667<\/strong> \u104f \u1015\u1011\u1019\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a-<\/span><\/p>\n
 3 \u101b\u1000\u103a\u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e = (25 + 20 + 14) \/ 3 = 19.66667<\/strong><\/span><\/p>\n
 mutate()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1021\u1010\u103d\u1004\u103a\u1038 \u1019\u103b\u102c\u1038\u1005\u103d\u102c\u101e\u1031\u102c rollmean()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1004\u1037\u103a \u101e\u1004\u103a\u101e\u100a\u103a \u1010\u1005\u103a\u1000\u103c\u102d\u1019\u103a\u1010\u100a\u103a\u1038\u1010\u103d\u1004\u103a \u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u1014\u1031\u101e\u1031\u102c \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1014\u103e\u102f\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a 3-\u101b\u1000\u103a\u1014\u103e\u1004\u1037\u103a 4-\u101b\u1000\u103a\u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u101b\u1031\u102c\u1004\u103a\u1038\u1001\u103b\u1019\u103e\u102f\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1021\u102c\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n
 library<\/span> (dplyr)\nlibrary<\/span> (zoo)\n\n#calculate 3-day and 4-day rolling average of sales<\/span>\ndf %>%\n  mutate(avg_sales3 = rollmean(sales, k= 3<\/span> , fill=NA, align=' right<\/span> '),\n         avg_sales4 = rollmean(sales, k= 4<\/span> , fill=NA, align=' right<\/span> '))\n\n   day sales avg_sales3 avg_sales4\n1 1 25 NA NA\n2 2 20 NA NA\n3 3 14 19.66667 NA\n4 4 16 16.66667 18.75\n5 5 27 19.00000 19.25\n6 6 20 21.00000 19.25\n7 7 12 19.66667 18.75\n8 8 15 15.66667 18.50\n9 9 14 13.66667 15.25\n10 10 19 16.00000 15.00\n<\/strong><\/span><\/pre>\n
 avg_sales3<\/strong> \u1014\u103e\u1004\u1037\u103a avg_sales4<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u101e\u100a\u103a 3-\u101b\u1000\u103a\u1014\u103e\u1004\u1037\u103a 4-\u101b\u1000\u103a\u1000\u103c\u102c \u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u101b\u1031\u102c\u1004\u103a\u1038\u1001\u103b\u1019\u103e\u102f\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1021\u102c\u1038 \u1021\u101e\u102e\u1038\u101e\u102e\u1038\u1015\u103c\u101e\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 R \u1010\u103d\u1004\u103a \u1021\u1001\u103c\u102c\u1038\u1018\u102f\u1036\u1021\u101c\u102f\u1015\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
 R \u1010\u103d\u1004\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1000\u102d\u102f \u1018\u101a\u103a\u101c\u102d\u102f\u1006\u103d\u1032\u1019\u101c\u1032\u104b<\/a>
 R \u1010\u103d\u1004\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1011\u1000\u103a \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1014\u100a\u103a\u1038<\/a>
 R \u1010\u103d\u1004\u103a \u1021\u102f\u1015\u103a\u1005\u102f\u1021\u101c\u102d\u102f\u1000\u103a \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u103d\u1000\u103a\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038\u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1019\u103e\u102f\u1010\u103d\u1004\u103a\u104a \u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u101e\u100a\u103a \u101a\u1001\u1004\u103a\u1000\u102c\u101c\u1019\u103b\u102c\u1038\u104f \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b R \u1010\u103d\u1004\u103a rolling \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a \u1021\u101c\u103d\u101a\u103a\u1000\u1030\u1006\u102f\u1036\u1038\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1019\u103e\u102c \u1010\u102d\u101b\u1005\u1039\u1006\u102c\u1014\u103a\u101b\u102f\u1036 \u1015\u1000\u103a\u1000\u1031\u1037\u1001\u103a\u103b\u1019\u103e rollmean() \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a- library (dplyr) library (zoo) #calculate 3-day rolling average df %>% mutate(rolling_avg = rollmean(values, k= 3 , fill=NA, align=’ right ‘)) \u1024\u1025\u1015\u1019\u102c\u101e\u100a\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038 \u101f\u102f \u1010\u1036\u1006\u102d\u1015\u103a\u1010\u1015\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u1010\u103d\u1000\u103a 3- \u101b\u1000\u103a\u101b\u103d\u1031\u1037\u101c\u103b\u102c\u1038\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1021\u102c\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a\u104b 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