Olympic Athlete Comparison Playground

OlympicFit

Compare your stats to Olympic athlete profiles by sport and event. This is a fun and educational tool, not a real performance predictor.

1. Pick a sport

Browse average athlete profiles and medalist trends by sport.

2. Enter your stats

Add your height, weight, age, and gender to compare with data.

3. View your fit

See your similarity score, best-fit events, and Olympic twin.

What you get

Sport intelligence

Explore average height, weight, age, medal rates, and event-level physical profiles for each sport.

Personalized fit

Get a similarity score and best-fit event ranking using an interpretable scoring model.

Olympic twin

Find a closest real athlete profile and open their stat card to review details.

Visual comparisons

Use side-by-side charts to quickly compare your profile against sport averages.

How it works

  1. 1. Upload or replace CSV datasets in data\csv-upload\.
  2. 2. Browse sport summaries to understand baseline athlete profiles.
  3. 3. Enter your stats and compare them against historical athlete data.
  4. 4. Review your score, event matches, and click into your Olympic twin.

Data notes

  • • Sports and events are discovered directly from your CSV data.
  • • Invalid or missing physical values are excluded from similarity calculations.
  • • Medal fields like NA or No medal are treated as non-medalist records.
  • • Results are for learning and fun, not performance forecasting.

Ready to see your OlympicFit profile?

Start with your sport and stats in under a minute. You can compare different inputs and discover how your fit changes across events.