如何在 gtsummary package 中的特征表列中对行顺序进行排序或更改？

Question

I'm trying to change rows order in a сharacteristic table column using function sort = list (stage ~ "alphanumeric ") in the tbl_summary () trial[c("trt", "age", "stage", "grade")] %>% tbl_summary(by = trt, sort = list (grade ~ "alphanumeric")) . This does not work. I would like to see (for example: stage T3, T 4, T1, T2 and grade III -> I )

Answer 1

There are 3 ways to control the order levels of categorical variables appear in the tbl_summary() output.

1. Use the default alphanumeric sorting (factors are sorted by their factor level)

2. Sort the output by frequency using the tbl_summary(sort=) argument.

3. Change the order by defining a factor variable and specifying the order you'd like the output to appear.

The examples below are for each of these cases. I hope this answers your question! Happy Coding!

library(tidyverse)
library(gtsummary)

# sorting by alphanumeric is the default
trial[c("trt", "stage")] %>% 
  tbl_summary(by = trt)

# sorting by frequency using the `sort=` argument
trial[c("trt", "stage")] %>% 
  tbl_summary(by = trt, sort = all_categorical() ~ "frequency")

# manually change the order in the dataset, before passing to `tbl_summary`
trial[c("trt", "stage")] %>% 
  mutate(stage = factor(stage, levels = c("T4", "T3", "T2", "T1"))) %>% 
  tbl_summary(by = trt)