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Unit project — Which districts are changing?

Time: 2 periods + homework. Groups of 3 with roles: data steward, analyst/driver, storyteller (rotate).

Problem

Choose a question about change or difference between districts.

Plan

Plan card.

Data

District table (synthetic/real) + cleaning log.

Analysis

At least 3 queries or pandas steps, 1 chart.

Conclusion

Poster + talk.

Hand in

Notebook/spreadsheet, poster, cleaning log, AI-use line.

Rubric: the six-criterion four-level rubric in docs/pedagogy/assessment.md. AI help: disclose in one line.