
jpholiday を使います。jpholiday.is_holidayjpholiday.is_holiday_name
!pip install jpholiday
import pandas as pd
import jpholiday
start_date = '2022-05-01'
end_date = '2022-05-31'
start_date = pd.to_datetime(start_date)
end_date = pd.to_datetime(end_date)
df = pd.DataFrame(pd.date_range(start_date, end_date), columns=['date'])
df['is_holiday'] = df['date'].apply(jpholiday.is_holiday)
df['holiday_name'] = df['date'].apply(jpholiday.is_holiday_name)
df| date | is_holiday | holiday_name | |
|---|---|---|---|
| 0 | 2022-05-01 | False | None |
| 1 | 2022-05-02 | False | None |
| 2 | 2022-05-03 | True | 憲法記念日 |
| 3 | 2022-05-04 | True | みどりの日 |
| 4 | 2022-05-05 | True | こどもの日 |
| 5 | 2022-05-06 | False | None |
| 6 | 2022-05-07 | False | None |
| 7 | 2022-05-08 | False | None |
| 8 | 2022-05-09 | False | None |
| 9 | 2022-05-10 | False | None |
| 10 | 2022-05-11 | False | None |
| 11 | 2022-05-12 | False | None |
| 12 | 2022-05-13 | False | None |
| 13 | 2022-05-14 | False | None |
| 14 | 2022-05-15 | False | None |
| 15 | 2022-05-16 | False | None |
| 16 | 2022-05-17 | False | None |
| 17 | 2022-05-18 | False | None |
| 18 | 2022-05-19 | False | None |
| 19 | 2022-05-20 | False | None |
| 20 | 2022-05-21 | False | None |
| 21 | 2022-05-22 | False | None |
| 22 | 2022-05-23 | False | None |
| 23 | 2022-05-24 | False | None |
| 24 | 2022-05-25 | False | None |
| 25 | 2022-05-26 | False | None |
| 26 | 2022-05-27 | False | None |
| 27 | 2022-05-28 | False | None |
| 28 | 2022-05-29 | False | None |
| 29 | 2022-05-30 | False | None |
| 30 | 2022-05-31 | False | None |