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Task: Efficient Substring Operation on Pandas DataFrame Column

Task: Efficient Substring Operation on Pandas DataFrame Column: a task in Terminal-Lego-15k (Harbor dataset). You need to create a Python script that demonstrates how to efficiently extract a substring from an entire column in a pandas DataFrame without using a for loop.

The task

You need to create a Python script that demonstrates how to efficiently extract a substring from an entire column in a pandas DataFrame without using a for loop.

Part of PrimeIntellect/Terminal-Lego-15k.