Adding living place
Finally, you want to add the living place of the donors to the basetable. The living places of the donors are given in living_places where the living place for each donor is given together with the start and end valid date of that living place. Keep in mind the following timeline that is used to construct the basetable:
Diese Übung ist Teil des Kurses
Intermediate Predictive Analytics in Python
Anleitung zur Übung
- Fill out the reference date.
- Create a new pandas dataframe
living_places_reference_datethat contains the living places of the donors at the reference date. - Merge this new dataframe with the basetable.
Interaktive Übung
Versuche dich an dieser Übung, indem du diesen Beispielcode vervollständigst.
# Reference date
reference_date = datetime.date(____, ____, ____)
# Select living place reference date
living_places_reference_date = living_places[(living_places["____"] <= ____) &
(living_places["____"] > ____)]
# Add living place to the basetable
basetable = pd.____(____, living_places_reference_date[["____", "____"]], on="donor_ID")