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Case study RESEARCH & DATA / 2026

Sales Dashboard — One Screen, Live Numbers

A single dashboard that turns four exported spreadsheets into one honest screen.

An analyst reviewing charts on a laptop screen
01 THE STORY

The challenge

Every Monday, someone spent three hours copying numbers between files, and the totals disagreed.

The approach

We cleaned the sources, defined each metric once in writing, and built a dashboard that reads the exports directly.

The result

Monday now takes four minutes, and the numbers agree.

02 THE WORK
04 DELIVERABLES AND TOOLS

Delivered

  • Dashboard
  • Metric definitions document
  • Data cleaning script

Tools

Python · SQL

05 THE LONGER STORY

The hardest part was not the code; it was agreeing what "sales" means. We wrote the definition down first and the dashboard followed.

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