How to subset a grouped dataframe when a date variable is repeated

I am working with a dataset which includes about 20000 study participants. Each study participant had multiple study visits, and each visit is a row of the dataset. In each row there is one column for the date, and then multiple columns for medications on that date (I have just included the first medication column… Read More How to subset a grouped dataframe when a date variable is repeated

How to merge duplicate rows of a dataframe containing np.nan in different columns to one row with just the not nan values?

I have a pandas dataframe which has duplicate rows of the column symbol and looks like this: df = | Index | Symbol | Column A | Column B | Status | |——-|———-|———-|———-|———-| | 0 | x | a | np.nan | Default | | 1 | y | d | c | Default |… Read More How to merge duplicate rows of a dataframe containing np.nan in different columns to one row with just the not nan values?

Replace duplicate values with Null and keep only last value

I have a dataframe which looks like this: ID Date EoM_Val Val ————————————— AAA 2021-06-30 3946750 3 AAA 2021-06-30 3946750 2 BBB 2021-06-30 2792182 6 BBB 2021-06-30 2792182 7 And basically, I want to only keep the the last EoM_Val based on the ID and Date columns, such that the final output looks like this:… Read More Replace duplicate values with Null and keep only last value

How to remove duplicates from array if value set for one of the duplicates, else hold null (javascript/typescript)

I need to remove duplicate or empty values (sets) from an array in javascript (typescript) if there is data with a non-empty value on the exact same date. If all the values (sets) were empty on that day, we should keep one value. Example: 0: (2) [‘2022-12-05’, null] —> Remove due to "Reason 1" 1:… Read More How to remove duplicates from array if value set for one of the duplicates, else hold null (javascript/typescript)