Python Pandas - 创建一个 PeriodIndex 并获取一周中的天数
要创建PeriodIndex，请使用方法。使用PeriodIndex.dayofweek属性获取星期几。pandas.PeriodIndex()
首先，导入所需的库-
import pandas as pd
创建一个PeriodIndex对象。PeriodIndex是一个不可变的ndarray，其中包含指示定期时间段的序数值。我们使用“freq”参数设置了频率-
periodIndex = pd.PeriodIndex(['2018-07-25', '2019-10-30', '2020-11-20', '2021-09-15', '2022-03-12', '2023-06-18'], freq="D")
显示PeriodIndex对象-
print("PeriodIndex...\n", periodIndex)显示来自PeriodIndex对象的星期几。星期几显示为星期一=0，星期二=1...星期日=6-
print("\nDays of the week from the PeriodIndex...\n", periodIndex.dayofweek)示例
以下是代码-
import pandas as pd
#CreateaPeriodIndexobject
#PeriodIndexisanimmutablendarrayholdingordinalvaluesindicatingregularperiodsintime
# We have set the frequency using the "freq" parameter
periodIndex = pd.PeriodIndex(['2018-07-25', '2019-10-30', '2020-11-20',
'2021-09-15', '2022-03-12', '2023-06-18'], freq="D")
#DisplayPeriodIndexobject
print("PeriodIndex...\n", periodIndex)
#DisplayPeriodIndexfrequency
print("\nPeriodIndex frequency...\n", periodIndex.freq)
#DisplaydayfromthePeriodIndexobject
print("\nThe number of days from the PeriodIndex...\n", periodIndex.day)
#DisplaydayoftheweekfromthePeriodIndexobject
#DaysofweekaredisplayedasMonday=0,Tuesday=1...Sunday=6
print("\nDays of the week from the PeriodIndex...\n", periodIndex.dayofweek)输出结果这将产生以下代码-
PeriodIndex... PeriodIndex(['2018-07-25', '2019-10-30', '2020-11-20', '2021-09-15', '2022-03-12', '2023-06-18'], dtype='period[D]') PeriodIndex frequency... <Day> The number of days from the PeriodIndex... Int64Index([25, 30, 20, 15, 12, 18], dtype='int64') Days of the week from the PeriodIndex... Int64Index([2, 2, 4, 2, 5, 6], dtype='int64')