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Task: Load S3 Data into a Pandas DataFrame Using AWS SDK for Python

Task: Load S3 Data into a Pandas DataFrame Using AWS SDK for Python: a task in Terminal-Lego-15k (Harbor dataset). Write a Python script that demonstrates how to load data from an AWS S3 bucket into a pandas DataFrame. The script should implement multiple approaches: using boto3 directly, and…

The task

Write a Python script that demonstrates how to load data from an AWS S3 bucket into a pandas DataFrame. The script should implement multiple approaches: using `boto3` directly, and using the more streamlined `awswrangler` (AWS SDK for pandas) library, which is the recommended approach in SageMaker environments.

Part of PrimeIntellect/Terminal-Lego-15k.