I'm preparing data for a network meta-analysis and I am having difficult in tyding the columns.
If I have this initial dataset:
Study Trt y sd n
1 1 -1.22 3.70 54
1 3 -1.53 4.28 95
2 1 -0.30 4.40 76
2 2 -2.60 4.30 71
2 4 -1.2 4.3 81
How can I finish with this other one?
Study Treatment1 y1 sd1 n1 Treatment2 y2 sd2 n2 Treatment3 y3 sd3 n3
1 1 1 -1.22 3.70 54 3 -1.53 4.28 95 NA NA NA NA
2 3 1 -0.30 4.40 76 2 -2.60 4.30 71 4 -1.2 4.3 81
I'm really stuck in this step, and I'd really appreciate some help...
We can gather to 'long' format, then unite multiple columns to single and spread it to wide
library(tidyverse)
gather(df1, Var, Val, Trt:n) %>%
group_by(Study, Var) %>%
mutate(n = row_number()) %>%
unite(VarT, Var, n, sep="") %>%
spread(VarT, Val, fill=0)
来源:https://stackoverflow.com/questions/43695424/tidyr-spread-multiple-columns