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:

Latihan ini adalah bagian dari kursus

Intermediate Predictive Analytics in Python

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Petunjuk latihan

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.

Latihan interaktif praktis

Cobalah latihan ini dengan menyelesaikan kode contoh berikut.

# 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")

Edit dan Jalankan Kode