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Change Column Names in R Within Aggregate Function
The column names in an R data frame are an important part of the data because by reading the column names any viewer is likely to understand the theoretical background behind it. If that name is not appropriate then we might want to change it. While using the aggregate function to calculate mean or any other statistical summary, it is possible to change that name with another name by defining the new name with list.
Example
Consider the below data frame −
set.seed(1) x1<-rnorm(100) x2<-rep(c(LETTERS[1:25]),times=4) df<-data.frame(x1,x2) head(df,20) x1 x2 1 -0.62645381 A 2 0.18364332 B 3 -0.83562861 C 4 1.59528080 D 5 0.32950777 E 6 -0.82046838 F 7 0.48742905 G 8 0.73832471 H 9 0.57578135 I 10 -0.30538839 J 11 1.51178117 K 12 0.38984324 L 13 -0.62124058 M 14 -2.21469989 N 15 1.12493092 O 16 -0.04493361 P 17 -0.01619026 Q 18 0.94383621 R 19 0.82122120 S 20 0.59390132 T tail(df,20) x1 x2 81 -0.5686687 F 82 -0.1351786 G 83 1.1780870 H 84 -1.5235668 I 85 0.5939462 J 86 0.3329504 K 87 1.0630998 L 88 -0.3041839 M 89 0.3700188 N 90 0.2670988 O 91 -0.5425200 P 92 1.2078678 Q 93 1.1604026 R 94 0.7002136 S 95 1.5868335 T 96 0.5584864 U 97 -1.2765922 V 98 -0.5732654 W 99 -1.2246126 X 100 -0.4734006 Y
Changing the name of columns inside aggregate function with mean −
new_df <- aggregate(list(One=df$x1),list(Two=df$x2),mean) head(new_df) Two One 1 A 0.001742391 2 B -0.256867612 3 C -0.491038988 4 D 0.015527244 5 E 0.397738022 6 F 0.487485583 new_df Two One 1 A 0.001742391 2 B -0.256867612 3 C -0.491038988 4 D 0.015527244 5 E 0.397738022 6 F 0.487485583 7 G -0.029439692 8 H 0.314987172 9 I -0.107967715 10 J -0.305889090 11 K 0.957838684 12 L 0.254853279 13 M -0.073749635 14 N -0.179163387 15 O 0.352983062 16 P -0.140796234 17 Q -0.216660692 18 R 1.066689266 19 S 0.557837845 20 T 0.916147688 21 U 0.311369542 22 V -0.209955094 23 W 0.220139712 24 X -1.065102039 25 Y -0.056525141
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