Delivery Tip

Compare delivery shifts and neighborhoods to plan where and when to work.

STAR Summary

Situation: I wanted to know which shifts and neighborhoods lead to better tips.
Task: Compare delivery shifts and neighborhoods to identify patterns that could guide when and where to work.
Action: Built a geospatial heat map and pivot filters from 1,251 deliveries.

Compared tips by daypart, zone, and order size.
Result: Mid-week shifts tended to have higher tips per delivery, while Friday evenings tended to have higher tips per hour.

Neighborhood and housing type differences explained a lot of the variation in this dataset.

Used the dashboard to make better shift and zone choices over time.

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