Product Sales Analysis

A one-page sales report built for a community dataset challenge in December 2022. It answers the three questions an operations lead asks every morning: how much did we sell, where, and when.

##What it shows

• Total sales and orders, with day-over-day and month-over-month growth.
• Sales split by weekday against weekend, and by hour of the day, to find the busiest windows.
• The top-performing cities and products.
• Sales on a map, so regional gaps are visible at a glance.

##Why it matters

Timing questions are where small sales teams win. Knowing the strongest hours and days turns directly into staffing and promotion decisions, so the time views sit as prominently as the totals.