R-将每个数据框保存在数据框列表中

时间:2019-10-16 12:35:36

标签: r list loops dataframe

我有以下数据帧列表:

set.seed(1)
S1 = data.frame(replicate(2,sample(0:130,30,rep=TRUE)))
S2 = data.frame(replicate(2,sample(0:130,34,rep=TRUE)))
S3 = data.frame(replicate(2,sample(0:130,21,rep=TRUE)))
S4 = data.frame(replicate(2,sample(0:130,26,rep=TRUE)))
df_list1 = list(S1 = S1, S2 = S2, S3 = S3, S4 = S4)

set.seed(2)
S1 = data.frame(replicate(2,sample(0:130,30,rep=TRUE)))
S2 = data.frame(replicate(2,sample(0:130,34,rep=TRUE)))
S3 = data.frame(replicate(2,sample(0:130,21,rep=TRUE)))
S4 = data.frame(replicate(2,sample(0:130,26,rep=TRUE)))
df_list2 = list(S1 = S1, S2 = S2, S3 = S3, S4 = S4)

set.seed(3)
S1 = data.frame(replicate(2,sample(0:130,30,rep=TRUE)))
S2 = data.frame(replicate(2,sample(0:130,34,rep=TRUE)))
S3 = data.frame(replicate(2,sample(0:130,21,rep=TRUE)))
S4 = data.frame(replicate(2,sample(0:130,26,rep=TRUE)))
df_list3 = list(S1 = S1, S2 = S2, S3 = S3, S4 = S4)

set.seed(4)
S1 = data.frame(replicate(2,sample(0:130,30,rep=TRUE)))
S2 = data.frame(replicate(2,sample(0:130,34,rep=TRUE)))
S3 = data.frame(replicate(2,sample(0:130,21,rep=TRUE)))
S4 = data.frame(replicate(2,sample(0:130,26,rep=TRUE)))
df_list4 = list(S1 = S1, S2 = S2, S3 = S3, S4 = S4)

df_list = list (df_list1, df_list2, df_list3, df_list4)
names(df_list) = c("AB_df", "BC_df", "DE_df", "FG_df")

我想将每个数据帧保存在此列表中(通过write.table)。我开始列出每个df名称的列表:

level1 = paste("df_list", names(df_list), sep = "$")
samples = names(df_list[[1]])
df_names = paste(rep(level1, each = length(samples)), samples, sep = "$")

我现在的想法是遍历此列表,并使用write.table保存数据框并自动分配名称。

但是我的问题是df_names[i]是一个字符,我不能将其用作df路径。有想法吗?

2 个答案:

答案 0 :(得分:1)

您可以编写一个嵌套的for循环,如下所示:

for(i in 1:length(df_list)){
  for(idx in 1:length(df_list[[i]])){
    write.table(df_list[[i]][[idx]],paste0("your_location",names(df_list[i]),"_",names(df_list[[i]][idx]),".csv"))
  }
}

让我知道它是否有效。

答案 1 :(得分:1)

我将列表弄平:

flatlist <- unlist(df_list, recursive = FALSE)
for (n in names(flatlist)) write.csv(flatlist[[n]], sprintf("%s.csv", n))