diff --git a/scripts/data_transform.r b/scripts/data_transform.r index 615122fa372d1fb46e5983b4dd9b890671902e04..d176a10a83cb5d3083cf0a7031566f623e1cfdb1 100644 --- a/scripts/data_transform.r +++ b/scripts/data_transform.r @@ -94,6 +94,13 @@ rtnData <- rtnData %>% mutate(COVERAGE_TYPE = case_when(COVERAGE_NAME %in% cover # remove misc coverage types (i.e. Implementation Credit, Vision, Voluntary Vision) rtnData <- rtnData %>% filter(COVERAGE_TYPE != "Misc") +# classify groups into size by eligible lives +rtnData <- rtnData %>% mutate(GROUP_SIZE = case_when(ELIGIBLE_LIVES < 100 ~ "S", + ELIGIBLE_LIVES >= 100 & ELIGIBLE_LIVES < 1000 ~ "M", + ELIGIBLE_LIVES >= 1000 & ELIGIBLE_LIVES < 10000 ~ "L", + ELIGIBLE_LIVES >= 10000 ~ "XL", + TRUE ~ "NA")) + # add rtn column rtnData <- rtnData %>% mutate(RTN = FINAL_QUOTED_PREMIUM / NEEDED_PREMIUM)