Unit project — Same question, SQL and pandas¶

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

Problem¶

Answer one district question twice.

Choose a question that needs a filter and a group.

District table.

Write the SQL query and the pandas code; confirm they give the same answer.

Explain which you preferred and why.

Notebook with both versions and a comparison sentence.

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