List rbind具有不同colr名称的多个csv文件
我有一个包含107个csv文件(3560行x 13列)的列表,我想将它们组合在一个长数据框中List rbind具有不同colr名称的多个csv文件,list,for-loop,rbind,List,For Loop,Rbind,我有一个包含107个csv文件(3560行x 13列)的列表,我想将它们组合在一个长数据框中final_df。它们共享相同的结构,但最后三列在每个文件中的标签不同 A = c("one", "two", "three","four","five") B = c(1, 2, 3, 4, 5) C = c(34,11,3,45,65) D = c(7,1,88,95,13) J_1 = c(23,
final_df
。它们共享相同的结构,但最后三列在每个文件中的标签不同
A = c("one", "two", "three","four","five")
B = c(1, 2, 3, 4, 5)
C = c(34,11,3,45,65)
D = c(7,1,88,95,13)
J_1 = c(23,6,8,15,54)
J_2 = c(2,54,69,95,45)
J_3 = c(9,10,11,5,14)
W_1 = c(23,6,8,15,54)
W_2 = c(2,54,69,95,45)
W_3 = c(9,10,11,5,14)
file_1 <- data.frame(A,B,C,D,J_1,J_2,J_3)
file_2 <- data.frame(A,B,C,D,W_1,W_2,W_3)
提前感谢您的帮助 我使用下面的代码进行了管理,即使我必须在文件名中保留.csv 解决方案:
list_of_files <- list.files(path, pattern = "\\.csv$", all.files=FALSE,full.names =TRUE)
final_df <- c()
columnnames <- colnames = c("A", "B", "C", "D", "X_1", "X_2", "X_3")
for(i in 1:length(list_of_files)){
file <- list_of_files[i]
var <- read.csv(file)
names(var) <- columnnames
var$filename <-paste(sapply(strsplit(as.character(list_of_files[i]),'_'), "[", 13))
final_df <- rbind(final_df,var)
}
列出\u文件的\u
A B C D X_1 X_2 X_3 filename
1 one 1 34 7 23 2 9 file_1
2 two 2 11 1 6 54 10 file_1
3 three 3 3 88 8 69 11 file_1
4 four 4 45 95 15 95 5 file_1
5 five 5 65 13 54 45 14 file_1
6 one 1 34 7 23 2 9 file_2
7 two 2 11 1 6 54 10 file_2
8 three 3 3 88 8 69 11 file_2
9 four 4 45 95 15 95 5 file_2
10 five 5 65 13 54 45 14 file_2
list_of_files <- list.files(path, pattern = "\\.csv$", all.files=FALSE,full.names =TRUE)
final_df <- c()
columnnames <- colnames = c("A", "B", "C", "D", "X_1", "X_2", "X_3")
for(i in 1:length(list_of_files)){
file <- list_of_files[i]
var <- read.csv(file)
names(var) <- columnnames
var$filename <-paste(sapply(strsplit(as.character(list_of_files[i]),'_'), "[", 13))
final_df <- rbind(final_df,var)
}