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Data Science with Python: A Practical Start Loading and Cleaning a Real Dataset

Data Science with Python: A Practical Start

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Working with Data in Pandas

Loading and Cleaning a Real Dataset

Filtering, Grouping, and Aggregating

Visualizing and Interpreting Results

Charts That Actually Communicate

From Data to a Decision: A Case Study

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October 2025

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