{"id":3987,"date":"2023-07-14T08:15:08","date_gmt":"2023-07-14T08:15:08","guid":{"rendered":"https:\/\/statorials.org\/my\/ggplot2-boxplot-%e1%80%9c%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%a1%e1%80%91%e1%80%b0\/"},"modified":"2023-07-14T08:15:08","modified_gmt":"2023-07-14T08:15:08","slug":"ggplot2-boxplot-%e1%80%9c%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%a1%e1%80%91%e1%80%b0","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/ggplot2-boxplot-%e1%80%9c%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%a1%e1%80%91%e1%80%b0\/","title":{"rendered":"Ggplot2 \u101b\u103e\u102d boxplot \u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1019\u103b\u1009\u103a\u1038\u1021\u1011\u1030\u1000\u102d\u102f \u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\u1014\u100a\u103a\u1038"},"content":{"rendered":"

<\/p>\n

\n

ggplot2 \u101b\u103e\u102d boxplot \u1010\u103d\u1004\u103a\u101c\u102d\u102f\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u104f\u1021\u1011\u1030\u1000\u102d\u102f\u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\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\u102f\u1036\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 1- \u101c\u102d\u102f\u1004\u103a\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u104f \u1021\u1011\u1030\u1000\u102d\u102f \u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\u1015\u102b\u104b<\/strong><\/span><\/p>\n

 ggplot(df, aes(x=x, y=y)) + \n  geom_boxplot(lwd= 2<\/span> )\n<\/strong><\/pre>\n
 \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 2- \u1021\u101c\u101a\u103a\u101c\u102d\u102f\u1004\u103a\u1038\u104f \u1021\u1011\u1030\u1000\u102d\u102f\u101e\u102c \u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\u1015\u102b\u104b<\/strong><\/span><\/p>\n
 ggplot(df, aes(x=x, y=y)) + \n  geom_boxplot(fatten= 4<\/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
 #make this example reproducible\n<\/span>set. seeds<\/span> (1)\n\n#create data frame\n<\/span>df <- data.frame(team=rep(c(' A<\/span> ', ' B<\/span> ', ' C<\/span> '), each= 100<\/span> ),\n                 points=c(rnorm(100, mean=10),\n                          rnorm(100, mean=15),\n                          rnorm(100, mean=20)))\n\n#view head of data frame\n<\/span>head(df)\n\n  team points\n1 A 9.373546\n2 A 10.183643\n3 A 9.164371\n4 A 11.595281\n5 A 10.329508\n6 A 9.179532\n<\/strong><\/pre>\n
 \u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a<\/strong> – \u1024\u1025\u1015\u1019\u102c\u101e\u100a\u103a \u1019\u103b\u102d\u102f\u1038\u1015\u103d\u102c\u1038\u1014\u102d\u102f\u1004\u103a\u1005\u1031\u101b\u1014\u103a \u101e\u1031\u1001\u103b\u102c\u1005\u1031\u101b\u1014\u103a set.seed()<\/a> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1011\u102c\u1038\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1025\u1015\u1019\u102c 1- \u1019\u1030\u101b\u1004\u103a\u1038\u101c\u102d\u102f\u1004\u103a\u1038\u1021\u101c\u1031\u1038\u1001\u103b\u102d\u1014\u103a\u1016\u103c\u1004\u1037\u103a boxplot \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/strong><\/span><\/h2>\n
 \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1019\u1030\u101b\u1004\u103a\u1038\u101c\u102d\u102f\u1004\u103a\u1038\u1021\u101c\u1031\u1038\u1001\u103b\u102d\u1014\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1021\u1016\u103d\u1032\u1037<\/strong> \u1021\u101c\u102d\u102f\u1000\u103a \u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1011\u102c\u1038\u101e\u1031\u102c \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038<\/strong> \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101e\u102c\u1005\u1031\u101b\u1014\u103a boxplot \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span> <\/p>\n
 library<\/span> (ggplot2)\n\n#create box plots to visualize distribution of points by team\n<\/span>ggplot(df, aes(x=team, y=points)) + \n  geom_boxplot()\n<\/strong><\/span><\/pre>\n
\"\"<\/p>\n
 \u1025\u1015\u1019\u102c 2- \u101c\u102d\u102f\u1004\u103a\u1038\u1021\u101c\u1031\u1038\u1001\u103b\u102d\u1014\u103a \u1010\u102d\u102f\u1038\u101c\u102c\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1004\u1037\u103a boxplot \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/strong><\/span><\/h2>\n
 boxplot \u1021\u1010\u103d\u1004\u103a\u1038\u101b\u103e\u102d \u1005\u102c\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u104f \u1021\u1011\u1030\u1000\u102d\u102f \u1010\u102d\u102f\u1038\u1019\u103c\u103e\u1004\u1037\u103a\u101b\u1014\u103a lwd<\/strong> \u1021\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u103c\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1021\u1016\u103d\u1032\u1037<\/strong> \u1021\u101c\u102d\u102f\u1000\u103a \u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1011\u102c\u1038\u101e\u1031\u102c \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038<\/strong> \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101e\u102c\u1005\u1031\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1000\u102f\u1012\u103a\u101e\u100a\u103a boxplot \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span> <\/p>\n
 library<\/span> (ggplot2)\n\n#create box plots with increased line thickness\n<\/span>ggplot(df, aes(x=team, y=points)) + \n  geom_boxplot(lwd= 2<\/span> )<\/strong><\/span> <\/pre>\n
\"ggplot2<\/p>\n
 \u1000\u103d\u1000\u103a\u101c\u1015\u103a\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u101b\u103e\u102d \u1005\u102c\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u104f \u1021\u1011\u1030\u101e\u100a\u103a \u1010\u102d\u102f\u1038\u101c\u102c\u101e\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n
 \u1025\u1015\u1019\u102c 3- \u1021\u101c\u101a\u103a\u101c\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u103d\u1000\u103a\u101e\u102c \u1019\u103b\u1009\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1021\u101c\u1031\u1038\u1001\u103b\u102d\u1014\u103a\u1010\u102d\u102f\u1038\u101c\u102c\u101e\u1031\u102c boxplot \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/strong><\/span><\/h2>\n
 boxplot \u1010\u1005\u103a\u1001\u102f\u1005\u102e\u101b\u103e\u102d \u1021\u101c\u101a\u103a\u101c\u102d\u102f\u1004\u103a\u1038\u104f\u1021\u1011\u1030\u1000\u102d\u102f \u1010\u102d\u102f\u1038\u1019\u103c\u103e\u1004\u1037\u103a\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1021\u1016\u103d\u1032\u1037\u101c\u102d\u102f\u1000\u103a<\/strong> \u1005\u102f\u1016\u103d\u1032\u1037\u1011\u102c\u1038\u101e\u1031\u102c \u1021\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038 \u1016\u103c<\/strong> \u1014\u1037 \u103a<\/b> \u1000\u103b\u1000\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101e\u102c\u1005\u1031\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102f\u1036\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span> <\/p>\n
 library<\/span> (ggplot2)\n\n#create box plots with increased median line thickness\n<\/span>ggplot(df, aes(x=team, y=points)) + \n  geom_boxplot(fatten= 4<\/span> )<\/strong><\/span> <\/pre>\n
\"ggplot2<\/p>\n
 boxplot \u1010\u1005\u103a\u1001\u102f\u1005\u102e\u104f \u1021\u101c\u101a\u103a\u1019\u103b\u1009\u103a\u1038\u104f \u1021\u1011\u1030\u1000\u102d\u102f\u101e\u102c \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n
 \u101e\u1004\u103a\u101c\u102d\u102f\u1001\u103b\u1004\u103a\u101e\u1031\u102c \u1019\u103b\u1009\u103a\u1038\u1021\u1011\u1030\u1021\u1010\u102d\u1021\u1000\u103b\u1016\u103c\u1004\u1037\u103a boxplot \u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a geom_boxplot()<\/strong> \u101b\u103e\u102d lwd<\/strong> \u1014\u103e\u1004\u1037\u103a fatten<\/strong> arguments \u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1000\u1005\u102c\u1038\u1015\u102b\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
 ggplot2 \u1010\u103d\u1004\u103a Boxplot axes \u1021\u100a\u103d\u103e\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a>
 ggplot2 \u1010\u103d\u1004\u103a \u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1011\u102c\u1038\u101e\u1031\u102c boxplot \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/a>
 ggplot2 \u101b\u103e\u102d boxplot \u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a outliers \u1010\u1036\u1006\u102d\u1015\u103a\u1010\u1015\u103a\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
ggplot2 \u101b\u103e\u102d boxplot \u1010\u103d\u1004\u103a\u101c\u102d\u102f\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u104f\u1021\u1011\u1030\u1000\u102d\u102f\u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\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\u102f\u1036\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 1- \u101c\u102d\u102f\u1004\u103a\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u104f \u1021\u1011\u1030\u1000\u102d\u102f \u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\u1015\u102b\u104b ggplot(df, aes(x=x, y=y)) + geom_boxplot(lwd= 2 ) \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 2- \u1021\u101c\u101a\u103a\u101c\u102d\u102f\u1004\u103a\u1038\u104f \u1021\u1011\u1030\u1000\u102d\u102f\u101e\u102c \u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\u1015\u102b\u104b ggplot(df, aes(x=x, y=y)) + geom_boxplot(fatten= 4 ) \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- #make this example reproducible set. seeds (1) #create data frame df <- data.frame(team=rep(c(‘ A ‘, ‘ B ‘, […]<\/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":"\nggplot2 \u101b\u103e\u102d boxplot2 \u1010\u103d\u1004\u103a 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