def average_by_month_day_hour_min_by_bus_day(self, data_frame, cal="FX"):
date_index = data_frame.index
return data_frame.\
groupby([date_index.month,
Calendar().get_bus_day_of_month(date_index, cal),
date_index.hour, date_index.minute]).mean()
def average_by_month_day_hour_min_by_bus_day(self, data_frame, cal="FX"):
date_index = data_frame.index
return data_frame.\
groupby([date_index.month.rename('month'),
Calendar().get_bus_day_of_month(date_index, cal).rename('day'),
date_index.hour.rename('hour'), date_index.minute.rename('minute')]).mean()
def average_by_day_hour_min_by_bus_day(self, data_frame):
date_index = data_frame.index
return data_frame.\
groupby([Calendar().get_bus_day_of_month(date_index),
date_index.hour, date_index.minute]).mean()
def average_by_bus_day(self, data_frame, cal="FX"):
date_index = data_frame.index
return data_frame.\
groupby([Calendar().get_bus_day_of_month(date_index, cal)]).mean()
