📅  最后修改于: 2023-12-03 14:46:23.496000             🧑  作者: Mango
The BusinessDay
class in the tseries.offsets
module of the Pandas library represents a custom frequency for business days. It provides a way to increment or decrement a date by a specified number of business days.
The name
attribute of the BusinessDay
class returns a string that represents the name of the offset. The default value of the name
attribute is "B".
Usage:
from pandas.tseries.offsets import BusinessDay
bd = BusinessDay()
print(bd.name) # "B"
If a custom name is specified when creating a BusinessDay
instance, it will be returned by the name
attribute:
bd = BusinessDay(name="MY_BUSINESS_DAY")
print(bd.name) # "MY_BUSINESS_DAY"
The name
attribute is useful when working with date offsets in Pandas. It provides a way to access the name of the offset, which can be used in various operations that involve date offsets.
For example, to create a custom date range using a BusinessDay
offset with a specific name, you can use the date_range
function in Pandas:
import pandas as pd
bd = BusinessDay(name="WORK_DAYS")
start_date = pd.to_datetime("2022-01-01")
end_date = pd.to_datetime("2022-01-15")
dates = pd.date_range(start_date, end_date, freq=bd)
print(dates)
This will output the following dates, which exclude weekends:
DatetimeIndex(['2022-01-03', '2022-01-04', '2022-01-05', '2022-01-06',
'2022-01-07', '2022-01-10', '2022-01-11', '2022-01-12',
'2022-01-13', '2022-01-14'],
dtype='datetime64[ns]', freq='WORK_DAYS')
In this example, the date_range
function uses the WORK_DAYS
offset, which is defined as a BusinessDay
instance with a custom name. The resulting DatetimeIndex
contains only business days, excluding weekends, between the specified start and end dates.
In summary, the name
attribute of the BusinessDay
class in Pandas provides a way to access the name of a custom business day offset. It can be used for various operations that involve date offsets, such as creating custom date ranges.