要创建 TimeDeltaIndex 对象,请使用该方法。pandas.TimedeltaIndex()
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 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 -
print("\nThe Dataframe of the components of TimeDeltas...\n", tdIndex.components)
以下是代码 -
import pandas as pd # Create a TimeDeltaIndex object # We have set the timedelta-like data using the 'data' parameter as well tdIndex = pd.TimedeltaIndex(data =['10 day 5h 2 min 3us 10ns', '+22:39:19.999999', '2 day 4h 03:08:02.000045', '+21:15:45.999999']) # display TimedeltaIndex print("TimedeltaIndex...\n", tdIndex) # display the number of days from each element of TimeDeltaIndex print("\nThe number of days from the TimeDeltaIndex object...\n", tdIndex.days) # display the number of seconds from each element of TimeDeltaIndex print("\nThe number of seconds from the TimeDeltaIndex object...\n", tdIndex.seconds) # display the number of microseconds from each element of TimeDeltaIndex print("\nThe number of microseconds from the TimeDeltaIndex object...\n", tdIndex.microseconds) # Return a dataframe of the components of TimeDeltas 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 05:02:00.000003010', '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([18120, 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 0 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