Python Pandas - 返回 TimedeltaIndex 组件的数据帧
要返回TimedeltaIndex组件的数据帧，请使用TimedeltaIndex.components属性。
首先，导入所需的库-
import pandas as pd
创建一个TimeDeltaIndex对象。我们也使用'data'参数设置了类似timedelta的数据-
tdIndex = pd.TimedeltaIndex(data =['10 day 5h 2 min 35s 3us 10ns', '+22:39:19.999999', '2 day 4h 03:08:02.000045', '+21:15:45.999999'])
显示TimedeltaIndex-
print("TimedeltaIndex...\n", tdIndex)返回TimeDeltas组件的数据帧。组件包括天、小时、分钟、秒、毫秒、微秒、纳秒-
print("\nThe Dataframe of the components of TimeDeltas...\n", tdIndex.components)示例
以下是代码-
import pandas as pd
#CreateaTimeDeltaIndexobject
# We have set the timedelta-like data using the 'data' parameter as well
tdIndex = pd.TimedeltaIndex(data =['10 day 5h 2 min 35s 3us 10ns', '+22:39:19.999999',
'2 day 4h 03:08:02.000045', '+21:15:45.999999'])
#displayTimedeltaIndex
print("TimedeltaIndex...\n", tdIndex)
#displaythenumberofdaysfromeachelementofTimeDeltaIndex
print("\nThe number of days from the TimeDeltaIndex object...\n", tdIndex.days)
#displaythenumberofsecondsfromeachelementofTimeDeltaIndex
print("\nThe number of seconds from the TimeDeltaIndex object...\n", tdIndex.seconds)
#displaythenumberofmicrosecondsfromeachelementofTimeDeltaIndex
print("\nThe number of microseconds from the TimeDeltaIndex object...\n", tdIndex.microseconds)
#ReturnadataframeofthecomponentsofTimeDeltas
#Thecomponentsincludedays,hours,minutes,seconds,milliseconds,microseconds,nanoseconds
print("\nThe Dataframe of the components of TimeDeltas...\n", tdIndex.components)输出结果这将产生以下代码-
TimedeltaIndex... TimedeltaIndex(['10 days 05:02:35.000003010', '0 days 22:39:19.999999', '2 days 07:08:02.000045', '0 days 21:15:45.999999'], dtype='timedelta64[ns]', freq=None) The number of days from the TimeDeltaIndex object... Int64Index([10, 0, 2, 0], dtype='int64') The number of seconds from the TimeDeltaIndex object... Int64Index([18155, 81559, 25682, 76545], dtype='int64') The number of microseconds from the TimeDeltaIndex object... Int64Index([3, 999999, 45, 999999], dtype='int64') The Dataframe of the components of TimeDeltas... days hours minutes seconds milliseconds microseconds nanoseconds 0 10 5 2 35 0 3 10 1 0 22 39 19 999 999 0 2 2 7 8 2 0 45 0 3 0 21 15 45 999 999 0