Because of the challenge and difficulty involved in wrangling and tidying the
medication data, separate documentation and functions were created to deal
with the data. Most of these functions use pattern searching based on
grep
using perl regular expression (regex) syntax. These
pattern searching syntax is very challenging to use and create, so please
look up how to use them if you are wanting to add another medication use to
the dataset.
clean_meds()
meds_general_types(.data)
clean_meds_usage(data)
clean_meds_lipids_chol(data)
clean_meds_blood_pressure(data)
clean_meds_blood_glucose(data)
clean_meds_diabetes(data)
The medication dataset.
The base medication data to link to the rest of PROMISE.
Tidied dataset of medication use.
Outputs a data.frame
Outputs data with lipid and cholesterol medication use.
Outputs data with blood pressure meds use.
Outputs data with blood glucose meds.
Outputs data with diabetes meds.