Modules 3 & 4 · Global Early Careers

Modules 3 & 4

I used to think a dashboard was just about making data look pretty. After finishing the Analytics & Visualisation modules for the YAP simulation, I realised a dashboard is actually an argument.

I have designed a 4-quadrant dashboard to answer "What, Where, and Why."

Top Left (Growth): Line Chart – Shows the sharp decline in signups in late January.
Top Right (Behaviour): Donut Chart – Proved "Shopping" (52%) is the dominant category, positioning YAP as a "Lifestyle Card" rather than a utility bill payer.
Bottom Left (Ops): Bar Chart – Highlighted that UAE (53%) converts users significantly better than KSA & Egypt (<49%), identifying a regional technical issue.
Bottom Right (Volatility): Area Chart – Showed daily volume spikes, indicating inconsistent user habits.

Disclaimer: This is not the actual data.

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