I have created a class with the holidays in Spain
class SpainBusinessCalendar(AbstractHolidayCalendar):
rules = [
#Spain - If one holiday is on a Sunday, each Autonomous Community can change it to a Monday.
Holiday('Año Nuevo', month=1, day=1, observance=sunday_to_monday),
Holiday('Epifanía del Señor', month=1, day=6, observance=sunday_to_monday),
Holiday('Viernes Santo', month=1, day=1, offset=[Easter(), Day(-2)]),
Holiday('Día del Trabajador', month=5, day=1, observance=sunday_to_monday),
Holiday('Asunción de la Virgen', month=8, day=15, observance=sunday_to_monday),
Holiday('Día de la Hispanidad', month=10, day=12, observance=sunday_to_monday),
Holiday('Todos los Santos', month=11, day=1, observance=sunday_to_monday),
Holiday('Día Constitución', month=12, day=6, observance=sunday_to_monday),
Holiday('Inmaculada Concepción', month=12, day=8, observance=sunday_to_monday),
Holiday('Navidad', month=12, day=25, observance=sunday_to_monday)
]
Then I generated an with the size equals to the Date column in my dataframe
cal = SpainBusinessCalendar()
holidays = cal.holidays(start=df['Date'].min(), end=df['Date'].max())
Which gives the following
In order to generate a df
column with the holidays, resulting from the values in the column "Date"
, I have done
df['Feriado'] = df['Date'].isin(holidays).astype(int)
However, as one can guess from the image of the holidays
output, if one is working with hourly data, which is the case, it will only pick up as holiday the first hour (with the time 00:00).
How should I proceed in order to, in the analysis of holidays
, the hour is ignored and for a specific holiday date, assign the respective value.
Edit
Both
holidays = cal.holidays(start=df['Data'].dt.date.min(), end=df['Data'].dt.date.max())
and
holidays = cal.holidays(start=df['Data'].dt.floor('d').min(), end=df['Data'].dt.floor('d').max())
Give the same output as the image above.
Created a column with the Date without the time component
df['Date_notime'] = df['Data'].dt.floor('d')
Then generated the holidays from that column
holidays = cal.holidays(start=df['Date_notime'].dt.date.min(), end=df['Date_notime'].dt.date.max())
And like then
df['Feriado'] = df['Date_notime'].isin(holidays).astype(int)
And at the end dropped the columns that I didn't want.