{"id":2515,"date":"2023-07-21T22:43:02","date_gmt":"2023-07-21T22:43:02","guid":{"rendered":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-data-binning\/"},"modified":"2023-07-21T22:43:02","modified_gmt":"2023-07-21T22:43:02","slug":"r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-data-binning","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-data-binning\/","title":{"rendered":"R \u1010\u103d\u1004\u103a \u1012\u1031\u1010\u102c\u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1014\u100a\u103a\u1038- \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1015\u102f\u1036"},"content":{"rendered":"

<\/p>\n

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R \u1010\u103d\u1004\u103a \u1012\u1031\u1010\u102c\u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1001\u103c\u1004\u103a\u1038\u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1014\u103a \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1014\u103e\u1005\u103a\u1001\u102f\u1011\u1032\u1019\u103e \u1010\u1005\u103a\u1001\u102f\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

\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 1- cut() \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\u102b\u104b<\/strong><\/span><\/p>\n

 library<\/span> (dplyr)\n\n#perform binning with custom breaks<\/span>\ndf %>% mutate(new_bin = cut(variable_name, breaks=c(0, 10, 20, 30)))\n\n#perform binning with specific number of bins\n<\/span>df %>% mutate(new_bin = cut(variable_name, breaks= 3<\/span> ))\n<\/strong><\/pre>\n
 \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 2- ntile() \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\u102b\u104b<\/strong><\/span><\/p>\n
 library<\/span> (dplyr)\n\n#perform binning with specific number of bins<\/span>\ndf %>% mutate(new_bin = ntile(variable_name, n= 3<\/span> ))\n<\/strong><\/pre>\n
 \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1016\u103c\u1004\u1037\u103a \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\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\ndf <- data. frame<\/span> (points=c(4, 4, 7, 8, 12, 13, 15, 18, 22, 23, 23, 25),\n                 assists=c(2, 5, 4, 7, 7, 8, 5, 4, 5, 11, 13, 8),\n                 rebounds=c(7, 7, 4, 6, 3, 8, 9, 9, 12, 11, 8, 9))\n\n#view head of data frame\n<\/span>head(df)\n\n  points assists rebounds\n1 4 2 7\n2 4 5 7\n3 7 4 4\n4 8 7 6\n5 12 7 3\n6 13 8 8<\/span><\/span><\/strong><\/pre>\n
 \u1025\u1015\u1019\u102c 1- cut() \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1016\u103c\u1004\u1037\u103a \u1012\u1031\u1010\u102c\u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1001\u103c\u1004\u103a\u1038\u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1015\u102b\u104b<\/strong><\/span><\/h3>\n
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1000\u102f\u1012\u103a\u101e\u100a\u103a \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1021\u1019\u103e\u1010\u103a\u1021\u101e\u102c\u1038\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a cut()<\/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 \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a<\/strong> \u1010\u103d\u1004\u103a \u1012\u1031\u1010\u102c\u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n
 library<\/span> (dplyr)\n\n#perform data binning on variable points<\/em>\n<\/span>df %>% mutate(points_bin = cut(points, breaks=c(0, 10, 20, 30)))\n\n   points assists rebounds points_bin\n1 4 2 7 (0.10]\n2 4 5 7 (0.10]\n3 7 4 4 (0.10]\n4 8 7 6 (0.10]\n5 12 7 3 (10.20]\n6 13 8 8 (10.20]\n7 15 5 9 (10.20]\n8 18 4 9 (10.20]\n9 22 5 12 (20.30]\n10 23 11 11 (20.30]\n11 23 13 8 (20.30]\n12 25 8 9 (20.30]\n<\/span><\/span><\/strong><\/pre>\n
 \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u101b\u103e\u102d \u1021\u1010\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1000\u102d\u102f \u1021\u1019\u103e\u1010\u103a\u1000\u1031\u102c\u103a\u101c\u1036\u104f\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1015\u1031\u102b\u103a\u1021\u1001\u103c\u1031\u1001\u1036\u104d \u1021\u102f\u1015\u103a\u1005\u102f\u101e\u102f\u1036\u1038\u1005\u102f\u1021\u1014\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1011\u102c\u1038\u101b\u103e\u102d\u1011\u102c\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n
 \u1021\u1014\u102d\u1019\u1037\u103a\u1006\u102f\u1036\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103e \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u104f<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u104f \u1021\u1019\u103c\u1004\u1037\u103a\u1006\u102f\u1036\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u1011\u102d \u1010\u1030\u100a\u102e\u101e\u1031\u102c \u1021\u1000\u103b\u101a\u103a\u1021\u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a\u101c\u100a\u103a\u1038 \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a jumps \u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1000\u102d\u102f \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n
 library<\/span> (dplyr)\n\n#perform data binning on variable points<\/em>\n<\/span>df %>% mutate(points_bin = cut(points, breaks= 3<\/span> ))\n\n   points assists rebounds points_bin\n1 4 2 7 (3.98.11]\n2 4 5 7 (3.98.11]\n3 7 4 4 (3.98.11]\n4 8 7 6 (3.98.11]\n5 12 7 3 (11.18]\n6 13 8 8 (11.18]\n7 15 5 9 (11.18]\n8 18 4 9 (11.18]\n9 22 5 12 (18.25]\n10 23 11 11 (18.25]\n11 23 13 8 (18.25]\n12 25 8 9 (18.25]\n<\/span><\/span><\/strong><\/pre>\n
 \u1025\u1015\u1019\u102c 2-<\/strong><\/span> ntile() \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1016\u103c\u1004\u1037\u103a \u1012\u1031\u1010\u102c\u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1001\u103c\u1004\u103a\u1038\u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1015\u102b\u104b<\/strong><\/span><\/h3>\n
 \u1021\u1031\u102c\u1000\u103a\u1015\u102b \u1000\u102f\u1012\u103a\u101e\u100a\u103a \u101b\u101c\u1012\u103a\u1021\u102f\u1015\u103a\u1005\u102f\u1019\u103b\u102c\u1038\u104f \u1014\u1036\u1015\u102b\u1010\u103a\u1021\u101c\u102d\u102f\u1000\u103a \u1000\u102d\u1014\u103a\u1038\u101e\u1031\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1004\u1037\u103a ntile()<\/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 \u1021\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f<\/strong> \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1010\u103d\u1004\u103a \u1012\u1031\u1010\u102c\u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n
 library<\/span> (dplyr)\n\n#perform data binning on variable points<\/em>\n<\/span>df %>% mutate(points_bin = ntile(points, n= 3<\/span> ))\n\n   points assists rebounds points_bin\n1 4 2 7 1\n2 4 5 7 1\n3 7 4 4 1\n4 8 7 6 1\n5 12 7 3 2\n6 13 8 8 2\n7 15 5 9 2\n8 18 4 9 2\n9 22 5 12 3\n10 23 11 11 3\n11 23 13 8 3\n12 25 8 9 3\n<\/span><\/span><\/strong><\/pre>\n
 \u1021\u1019\u103e\u1010\u103a<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u1015\u1031\u102b\u103a \u1021\u1001\u103c\u1031\u1001\u1036\u104d \u1021\u1010\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1000\u102d\u102f 1 \u1019\u103e 3 \u1021\u1011\u102d \u1021\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1015\u1031\u1038\u1011\u102c\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n
 \u1018\u1004\u103a\u104f\u1021\u1000\u103d\u102c\u1021\u101d\u1031\u1038\u1000\u102d\u102f\u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101e\u100a\u1037\u103a\u1000\u103c\u102c\u1038\u1000\u102c\u101c\u1011\u1000\u103a \u1021\u1010\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1010\u103d\u1004\u103a \u1000\u102d\u1014\u103a\u1038\u1015\u103c\u100a\u1037\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101c\u102d\u102f\u101e\u100a\u1037\u103a\u1021\u1001\u102b ntile()<\/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\u101e\u100a\u103a \u1021\u1000\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1036\u1038\u1016\u103c\u1005\u103a\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><\/h3>\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 data frame \u1010\u103d\u1004\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1021\u1001\u103c\u1031\u1021\u1014\u1031\u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1005\u102c\u1038\u1011\u102d\u102f\u1038\u1014\u100a\u103a\u1038<\/a>
 R \u1010\u103d\u1004\u103a \u1016\u103c\u1010\u103a\u1010\u1031\u102c\u1000\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1006\u102d\u102f\u101c\u102d\u102f\u101b\u1004\u103a\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1014\u100a\u103a\u1038<\/a>
R \u1010\u103d\u1004\u103a conditional mean \u1010\u103d\u1000\u103a\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
R \u1010\u103d\u1004\u103a \u1012\u1031\u1010\u102c\u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1001\u103c\u1004\u103a\u1038\u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1014\u103a \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1014\u103e\u1005\u103a\u1001\u102f\u1011\u1032\u1019\u103e \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101e\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a- \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 1- cut() \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\u102b\u104b library (dplyr) #perform binning with custom breaks df %>% mutate(new_bin = cut(variable_name, breaks=c(0, 10, 20, 30))) #perform binning with specific number of bins df %>% mutate(new_bin = cut(variable_name, breaks= 3 )) \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 2- ntile() \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\u102b\u104b library (dplyr) #perform binning with specific number […]<\/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":"\nR \u1010\u103d\u1004\u103a \u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1021\u101d\u1031\u1038\u1015\u103c\u102f\u101c\u102f\u1015\u103a\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statorials<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u1014\u1019\u1030\u1014\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1016\u103c\u1004\u1037\u103a R \u1010\u103d\u1004\u103a 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