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:

Deze oefening maakt deel uit van de cursus

Intermediate Predictive Analytics in Python

Cursus bekijken

Oefeninstructies

Fill out the reference date.
Create a new pandas dataframe living_places_reference_date that contains the living places of the donors at the reference date.
Merge this new dataframe with the basetable.

Praktische interactieve oefening

Probeer deze oefening eens door deze voorbeeldcode in te vullen.

# 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")

Code bewerken en uitvoeren