Casework
3 cases · 6 levels
Real analyst cases solved twice, in SQL and in pandas, on the same Harbor & Pine data. Each case opens when both tracks reach it.
Each case is a full piece of analysis a manager would actually ask for, answered with the same numbers in both languages.
Case 1 · 2 levels
Holiday season review
Opens when you finish:
- SQL · CASE, dates and stringsnot done yet
- Python · Merging tablesnot done yet
Case 2 · 2 levels
Marketing cost per conversion
Opens when you finish:
- SQL · Subqueries and CTEsnot done yet
- Python · Merging tablesnot done yet
Case 3 · 2 levels
Customer retention
Opens when you finish:
- SQL · Window functionsnot done yet
- Python · Merging tablesnot done yet

Megan Collins · Head of Sales
"Before the January kickoff I need the holiday story for 2025: how the season compared with the autumn months, which categories grew versus the 2024 holidays, and whether December beat November in each channel."
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