In pandas, the TimedeltaIndex is an Index of timedeltas (differences between times). The TimedeltaIndex provides a .has_duplicates property that allows you to check if the TimedeltaIndex contains duplicate values.
The has_duplicates property returns a boolean value: True if there are any duplicate time deltas and False otherwise.
Here's how you can use it:
Example:
import pandas as pd # Create a TimedeltaIndex tdi = pd.TimedeltaIndex(['1 days', '2 days', '2 days', '3 days', '4 days']) # Check if TimedeltaIndex has duplicates print(tdi.has_duplicates)
Output:
True
In this example, since '2 days' appears twice in the TimedeltaIndex, the .has_duplicates property returns True.
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