Trying to construct a new variable, size class. Size class would be based on employment using the following structure
Sizeclass Employment Range
1 1-9
2 10-99
3 100-499
4 500-999
Here is a sample data set
acct Employment
1 4
2 12
3 1
4 54
5 234
6 13
7 654
8 101
As of yet, this is the code that I am trying to use
sizeclass %>%
select(uiacct, naics, employment) %>%
mutate(sizeclass = case_when (employment >=1 and employment <9 ~ "1",)
employment >=10 and employment<=99 ~ "2"))
Searched the internet but found very little that combined Case_when, mutate, and inequalities. I know that the inequalities are not set up correct. My primary question is if this is the correct structure for creating this new variable?
NOTE: all three answers worked. Quite amazing how helpful this site is when it comes to R
Try the following:
df <- data.frame(
acct = c(1:8),
employment = c(4,12,1,54,234,13,654,101)
)
df <- setDT(df)
df <- df[,`:=`(
Sizeclass = case_when(
Employment >= 1 & Employment <= 9 ~ 1,
Employment >= 10 & Employment <= 99 ~ 2,
Employment >= 100 & Employment <= 499 ~ 3,
Employment >= 500 & Employment <= 999 ~ 4
)
)]
In case you dataset is a 'dataframe' then first convert it to 'datatable'