Python Pandas - Return index locations of values between particular time of day in DateTimeIndex

To return index locations of values between particular time of day in DateTimeIndex, use the DateTimeIndex.indexer_between_time() method.

At first, import the required libraries −

import pandas as pd

Create a DatetimeIndex with period 5 and frequency as T i.e. minutes. The timezone is Australia/Adelaide −

datetimeindex = pd.date_range('2021-10-30 02:30:50', periods=5, tz='Australia/Adelaide', freq='20T')

Display DateTimeIndex −

print("DateTimeIndex...\n", datetimeindex)

Display index locations of values between particular time of day. The "start_time" is set '02:30:50' and "end_time" '03:20:50 −

print("\nIndex locations of values between particular time of day...\n",
datetimeindex.indexer_between_time('02:30:50','03:20:50'))

Example

Following is the code −

import pandas as pd

# DatetimeIndex with period 5 and frequency as T i.e. minutes
# The timezone is Australia/Adelaide
datetimeindex = pd.date_range('2021-10-30 02:30:50', periods=5, tz='Australia/Adelaide', freq='20T')

# display DateTimeIndex
print("DateTimeIndex...\n", datetimeindex)

# display DateTimeIndex frequency
print("\nDateTimeIndex frequency...\n", datetimeindex.freq)

# display index locations of values at particular time of day i.e. 03:10:50 here
print("\nIndex locations of values at particular time of day...\n",
datetimeindex.indexer_at_time('2021-10-30 03:10:50'))

# display index locations of values between particular time of day
# The "start_time" is set '02:30:50' and "end_time" '03:20:50'
print("\nIndex locations of values between particular time of day...\n",
datetimeindex.indexer_between_time('02:30:50','03:20:50'))

Output

This will produce the following code −

DateTimeIndex...
DatetimeIndex(['2021-10-30 02:30:50+10:30', '2021-10-30 02:50:50+10:30',
'2021-10-30 03:10:50+10:30', '2021-10-30 03:30:50+10:30',
'2021-10-30 03:50:50+10:30'],
dtype='datetime64[ns, Australia/Adelaide]', freq='20T')
DateTimeIndex frequency...
<20 * Minutes>

Index locations of values at particular time of day...
[2]

Index locations of values between particular time of day...
[0 1 2]

AmitDiwan

e

Updated on: 18-Oct-2021

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