dumbcode/dumbdm.R

In jomuller/vartors: Transform Definition of Variables to R Scripts

# This file was produced by the vartors Package #
####################
# Clean the variable A.big.variable
####################

# explore the raw data
head(raw_data$A.big.variable)
str(raw_data$A.big.variable)

# Set it as a factor
clean_data$A.big.variable <- factor(
  x = raw_data$A.big.variable,
  levels = unique(raw_data$A.big.variable),
  labels = unique(raw_data$A.big.variable),
  ordered = FALSE
)
# set the label
attr(clean_data$A.big.variable, "label") <- "A big variable"

head(clean_data$A.big.variable)
str(clean_data$A.big.variable)
summary(clean_data$A.big.variable)
plot(clean_data$A.big.variable)

# number of NA
sum(is.na(clean_data$A.big.variable))