Data loading
Use pd.read_csv() for CSV files. Always check df.info() and df.describe() first.
Visualization
Use matplotlib for bar charts, seaborn for statistical plots.
Save figures with plt.savefig("output.png", dpi=150, bbox_inches="tight").
Reporting
Write a markdown summary to report.md alongside any generated charts.