Phase 6 · Python for Data Analysis

Projects

End-to-End Python Analysis on a Real Dataset

Part of the Data Analyst Roadmap.

Summary

The practice project for this phase — take a public dataset from raw file to cleaned data to visualized findings, entirely in a single well-documented notebook.

How to Learn This

  • 1Choose a public dataset (Kaggle, government open data) you're genuinely curious about.
  • 2Work through load, clean, explore, visualize, and conclude, in that order.
  • 3Write markdown explanations alongside your code so the notebook reads like a report.
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