Python Pandas——從 TimeDeltaIndex 提取每個元素的秒數


要從 TimeDeltaIndex 物件中提取每個元素的秒數,請使用 TimedeltaIndex.seconds 屬性

首先,匯入所需的庫 −

import pandas as pd

建立一個 TimeDeltaIndex 物件。我們已經使用 'data' 引數設定了類似時間增量的資料 −

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'])

顯示 TimedeltaIndex −

print("TimedeltaIndex...\n", tdIndex)

從 TimeDeltaIndex 的每個元素中顯示秒數 −

print("\nThe number of seconds from the TimeDeltaIndex object...\n", tdIndex.seconds)

示例

以下為程式碼 −

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 35s 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 seconds from each element of TimeDeltaIndex
print("\nThe number of seconds from the TimeDeltaIndex object...\n", tdIndex.seconds)

# Return a dataframe of the components of TimeDeltas
print("\nThe Dataframe of the components of TimeDeltas...\n", tdIndex.components)

輸出

這將生成以下程式碼 −

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 seconds from the TimeDeltaIndex object...
Int64Index([18155, 81559, 25682, 76545], 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

更新於: 19-10-2021

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