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03 — AI Prototyping · Maven Course

Data Dashboard

Not a mockup with fake numbers — a real data pipeline. Coca-Cola stock ticker data imported, stored in a database, and rendered as interactive charts.

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AI Prototyping for Designers · Anna Arteeva
See the data live —Open Dashboard
1
Real Stock Ticker Dataset (KO)
3
Data Layers (CSV · API · Supabase)
3
Chart Types Built
1
Live Database Integration
/ The Concept

Most dashboard projects use hardcoded fake data. This one doesn't. Real Coca-Cola stock ticker data was imported as a CSV, stored in Supabase, and visualized with Recharts — creating a genuine data pipeline from source to screen. This is the point where design meets backend thinking.

/ What I Built

A data grid with sorting, filtering, search, and pagination — all pulling from a live Supabase database. A separate Insights page with three Recharts visualizations built on real KO stock data. Each layer — database, API, chart — had to be built, tested, and connected before the next one could start.

/ Technical Architecture

Real Data. Real Pipeline.

Three layers had to work together: a CSV dataset imported into Supabase, a database integration that stored and served the data on demand, and a Recharts frontend that fetched and visualized the result. That sequencing — thinking in data layers, not just screens — is what this project taught. You can't design a good data dashboard without understanding how the data moves.

Step 01
CSV Dataset
Step 02
Supabase Database
Step 03
Recharts Visualization
/ Data Visualization

Three Charts. One Story.

The Insights page translates raw stock ticker rows into readable visual patterns — price trends over time, volume distribution, and performance comparisons. Each chart was built with Recharts, pulling live from the Supabase table — meaning the data and the visualization stay in sync automatically.

/ Outcomes
01

Full Data Pipeline Built

CSV → Database → Chart.

A complete pipeline from raw CSV to live database to interactive visualization — not a prototype with fake data, but a working system powered by real Coca-Cola stock ticker data.

02

Backend Thinking Unlocked

Schema shapes design.

For the first time, design decisions were shaped by data structure: what columns exist, what Supabase returns, what Recharts can render. That constraint is how real product design works.

03

Data Visualization in Code

Three charts. Built in Recharts.

Built three chart types in Recharts from scratch — going from a design idea to a working, data-connected visualization without touching a charting tool like Figma or Miro.

/ What I Learned
Explore the live data —Open Dashboard