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Python Pandas - Convert the Timedelta to a NumPy timedelta64
To convert the Timedelta to a NumPy timedelta64, use the timedelta.to_timedelta64() method.
At first, import the required libraries −
import pandas as pd
Create a Timedelta object −
timedelta = pd.Timedelta('2 days 11 hours 22 min 25 s 50 ms 45 ns')
Display the Timedelta −
print("Timedelta...\n", timedelta)
Convert the Timedelta to a NumPy timedelta64 −
timedelta.to_timedelta64()
Example
Following is the code −
import pandas as pd # TimeDeltas is Python’s standard datetime library uses a different representation timedelta’s # create a Timedelta object timedelta = pd.Timedelta('2 days 11 hours 22 min 25 s 50 ms 45 ns') # display the Timedelta print("Timedelta...\n", timedelta) # Convert the Timedelta to a NumPy timedelta64. res = timedelta.to_timedelta64() # Return the result print("\nConverting the Timedelta to a NumPy timedelta64....\n", res)
Output
This will produce the following code −
Timedelta... 2 days 11:22:25.050000045 Converting the Timedelta to a NumPy timedelta64.... 213745050000045 nanoseconds
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