Is Denver's dip real?

MediumUberbefore and afterstatus mixtwo-proportion z-teststatistics· 60 XP (20 per step)

Mock interview. You're interviewing for a data scientist job on a ride-hailing marketplace team. The interviewer says: "The Denver city manager says February was a disaster for completed trips. Before we act, is it real or just noise?"

A trip is completed when status = 'completed'. The data covers January to March 2026.

Step 1: Compare every city

"Show each city's completion rate in February and in January plus March combined, and the change in points. Worst change first."

Expected output

  • Columns city, other_months_rate, feb_rate, change_pts, all rounded to 1 decimal; sorted by change_pts, lowest first

Example of the shape (made-up values):

city other_months_rate feb_rate change_pts
Boston 85.0 75.0 -10.0

Hints, the later steps and the answer come with Pro.

Step 1 of 3

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