{"id":4280,"date":"2023-07-12T07:54:28","date_gmt":"2023-07-12T07:54:28","guid":{"rendered":"https:\/\/statorials.org\/my\/dplyr-%e1%80%95%e1%80%90%e1%80%ba%e1%80%95%e1%80%90%e1%80%ba%e1%80%9c%e1%80%8a%e1%80%ba\/"},"modified":"2023-07-12T07:54:28","modified_gmt":"2023-07-12T07:54:28","slug":"dplyr-%e1%80%95%e1%80%90%e1%80%ba%e1%80%95%e1%80%90%e1%80%ba%e1%80%9c%e1%80%8a%e1%80%ba","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/dplyr-%e1%80%95%e1%80%90%e1%80%ba%e1%80%95%e1%80%90%e1%80%ba%e1%80%9c%e1%80%8a%e1%80%ba\/","title":{"rendered":"Dplyr \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101d\u102d\u102f\u1004\u103a\u1038\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b"},"content":{"rendered":"

<\/p>\n

\n

R \u101b\u103e\u102d dplyr<\/strong> \u1015\u1000\u103a\u1000\u1031\u1037\u1002\u103b\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u104f \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101d\u102d\u102f\u1004\u103a\u1038\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\u101e\u100a\u103a-<\/span><\/p>\n

Method 1: \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1011\u102c\u1038\u101e\u1031\u102c\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u101d\u102d\u102f\u1004\u103a\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038<\/strong><\/span><\/p>\n

 library<\/span> (dplyr)<\/span>\n\n#round values in 'sales' and 'returns' columns to 2 decimal places \n<\/span>df_new <- df %>% mutate(across(c(' sales<\/span> ', ' returns<\/span> '), round, 2<\/span> ))\n<\/strong><\/pre>\n
 Method 2: \u1002\u100f\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101d\u102d\u102f\u1004\u103a\u1038\u1015\u102b\u104b<\/span><\/strong><\/p>\n
 library<\/span> (dplyr)<\/span>\n\n#round values in all numeric columns to 2 decimal places\n<\/span>df_new <- df %>% mutate(across(where(is. numeric<\/span> ), round, 2<\/span> ))<\/strong><\/pre>\n
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a R \u101b\u103e\u102d \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\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
 #create data frame\n<\/span>df <- data. frame<\/span> (store=c('A', 'A', 'A', 'B', 'B', 'C', 'C', 'C'),\n                 sales=c(4.352, 6.5543, 7.5423, 9.22111, 4.332, 9.55, 8.0094, 7.2),\n                 returns=c(1.2324, 2.6654, 3.442, 6.545, 8.11, 8.004, 7.545, 6.0),\n                 promos=c(12.11, 14.455, 10.277, 23.51, 20.099, 29.343, 30.1, 45.6))\n\n#view data frame\n<\/span>df\n\n  store sales returns promos\n1 A 4.35200 1.2324 12.110\n2 A 6.55430 2.6654 14.455\n3 A 7.54230 3.4420 10.277\n4 B 9.22111 6.5450 23.510\n5 B 4.33200 8.1100 20.099\n6 C 9.55000 8.0040 29.343\n7 C 8.00940 7.5450 30.100\n8 C 7.20000 6.0000 45.600\n<\/strong><\/pre>\n
 \u1025\u1015\u1019\u102c 1- dplyr \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u101d\u102d\u102f\u1004\u103a\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038<\/strong><\/span><\/h2>\n
 \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1038<\/strong> \u1014\u103e\u1004\u1037\u103a \u1000\u1031\u102c\u103a\u101c\u1036<\/strong> \u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1012\u103f\u1019 2 \u1014\u1031\u101b\u102c\u101e\u102d\u102f\u1037 \u101c\u103e\u100a\u1037\u103a\u1014\u100a\u103a\u1038\u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n
 library<\/span> (dplyr)<\/span>\n\n#round values in 'sales' and 'returns' columns to 2 decimal places \n<\/span>df_new <- df %>% mutate(across(c(' sales<\/span> ', ' returns<\/span> '), round, 2<\/span> ))\n\n#view updated data frame<\/span>\ndf_new\n\n  store sales returns promos\n1 A 4.35 1.23 12.110\n2 A 6.55 2.67 14.455\n3 A 7.54 3.44 10.277\n4 B 9.22 6.54 23.510\n5 B 4.33 8.11 20.099\n6C 9.55 8.00 29.343\n7 C 8.01 7.54 30.100\n8 C 7.20 6.00 45,600\n<\/strong><\/pre>\n
 \u1021\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038 \u1019\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032 \u1018\u1032<\/strong> \u1000\u103b\u1014\u103a\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1012\u103f\u1019<\/strong> 2 \u1012\u103f\u1019\u1014\u1031\u101b\u102c\u1019\u103b\u102c\u1038\u101e\u102d\u102f\u1037 \u101d\u102d\u102f\u1004\u103a\u1038\u1005\u1000\u103a\u1011\u102c\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/span><\/p>\n
 \u1025\u1015\u1019\u102c 2- dplyr \u1000\u102d\u102f\u101e\u102f\u1036\u1038\u104d \u1002\u100f\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038<\/strong><\/span><\/h2>\n
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1002\u100f\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u104f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1012\u103f\u1019\u1014\u1031\u101b\u102c 2 \u1014\u1031\u101b\u102c\u101e\u102d\u102f\u1037 \u101c\u103e\u100a\u1037\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n
 library<\/span> (dplyr)<\/span>\n\n#round values in all numeric columns 2 decimal places \n<\/span>df_new <- df %>% mutate(across(where(is. numeric<\/span> ), round, 2<\/span> ))\n\n#view updated data frame<\/span>\ndf_new\n\n  store sales returns promos\n1 A 4.35 1.23 12.11\n2 A 6.55 2.67 14.46\n3 A 7.54 3.44 10.28\n4 B 9.22 6.54 23.51\n5 B 4.33 8.11 20.10\n6C 9.55 8.00 29.34\n7 C 8.01 7.54 30.10\n8 C 7.20 6.00 45.60\n<\/strong><\/pre>\n
 \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u101b\u103e\u102d \u1002\u100f\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u101e\u102f\u1036\u1038\u1001\u102f\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1012\u103f\u1019\u1014\u1031\u101b\u102c 2 \u1012\u103f\u1019\u1014\u1031\u101b\u102c\u101e\u102d\u102f\u1037 \u101d\u102d\u102f\u1004\u103a\u1038\u1005\u1000\u103a\u1011\u102c\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n
 \u1006\u1000\u103a\u1005\u1015\u103a-<\/strong> dplyr \u1010\u103d\u1004\u103a cross() \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\u100a\u103a\u1038<\/a><\/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 dplyr \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
 dplyr- \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u103d\u1004\u103a \u1005\u102c\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1015\u102b\u101b\u103e\u102d\u101c\u103b\u103e\u1004\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101b\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a>
 dplyr- mutate() \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1021\u1001\u103b\u1000\u103a\u1021\u1006\u1004\u1037\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u100a\u103a\u1038<\/a>
 dplyr- \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u1019\u103b\u102c\u1038\u1021\u1015\u103c\u102c\u1038\u1010\u103d\u1004\u103a \u1011\u100a\u1037\u103a\u101e\u103d\u1004\u103a\u1038\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
R \u101b\u103e\u102d dplyr \u1015\u1000\u103a\u1000\u1031\u1037\u1002\u103b\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u104f \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101d\u102d\u102f\u1004\u103a\u1038\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\u101e\u100a\u103a- Method 1: \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1011\u102c\u1038\u101e\u1031\u102c\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u101d\u102d\u102f\u1004\u103a\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038 library (dplyr) #round values in ‘sales’ and ‘returns’ columns to 2 decimal places df_new <- df %>% mutate(across(c(‘ sales ‘, ‘ returns ‘), round, 2 )) Method 2: \u1002\u100f\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101d\u102d\u102f\u1004\u103a\u1038\u1015\u102b\u104b library (dplyr) #round values in all numeric columns to […]<\/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":"\ndplyr - Statorials \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1010\u102d\u1000\u103b\u101e\u1031\u102c\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101d\u102d\u102f\u1004\u103a\u1038\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1016\u103c\u1004\u1037\u103a dplyr \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u104f \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101d\u102d\u102f\u1004\u103a\u1038\u101b\u1019\u100a\u103a\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\/dplyr-\u1015\u1010\u103a\u1015\u1010\u103a\u101c\u100a\u103a\/\" \/>\n<meta property=\"og:locale\" content=\"my_MM\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"dplyr - Statorials \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1010\u102d\u1000\u103b\u101e\u1031\u102c\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f 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