Python | Pandas Timedelta.components

Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric python packages. Pandas is one of those packages and makes importing and analyzing data much easier.

Timedelta is a subclass of datetime.timedelta, and behaves in a similar manner. It is the pandas equivalent of python’s datetime.timedelta and is interchangeable with it in most cases. Timedelta.components property in pandas.Timedelta is used to return a Components NamedTuple-like.

Syntax: Timedelta.components

Parameters: None

Returns: return a Components NamedTuple-like

Code #1:

# importing pandas as pd
import pandas as pd

# Create the Timedelta object
td = pd.Timedelta('3 days 06:05:01.000030')

# Print the Timedelta object
print(td)

print(td.components)

Output:

3 days 06:05:01.000030
Components(days=3, hours=6, minutes=5, seconds=1, milliseconds=0, microseconds=30, nanoseconds=0)

Code #2:

# importing pandas as pd
import pandas as pd

# Create the Timedelta object
td = pd.Timedelta('1 days 7 hours')

# Print the Timedelta object
print(td)

print(td.components)

Output:

1 days 07:00:00
Components(days=1, hours=7, minutes=0, seconds=0, milliseconds=0, microseconds=0, nanoseconds=0)

Code #3:

# importing pandas as pd
import pandas as pd
import datetime

# Create the Timedelta object
td = pd.Timedelta(datetime.timedelta(days = 3, hours = 7, seconds = 8))

# Print the Timedelta object
print(td)

print(td.components)

Output:

3 days 07:00:08
Components(days=3, hours=7, minutes=0, seconds=8, milliseconds=0, microseconds=0, nanoseconds=0)