EPL Match Data Analyst

EPL Match Data Analyst

A data-driven pre-match analysis agent for Premier
League and Bundesliga matches, powered by a statistical
model trained on 16 seasons (2010–2026) of match-level
data.

What it does

Ask it to analyze any matchup, for example:

▎ Analyze Tottenham vs Everton

…and get a professional, structured pre-match data
report in seconds — likelihood estimates, expected
goals, key statistical comparisons, and recent form
context.

Example Output: Tottenham vs Everton

📊 Win/Draw/Loss Likelihoods

┌───────────────┬────────────┐
│ Outcome │ Likelihood │
├───────────────┼────────────┤
│ Tottenham Win │ 48.5% │
├───────────────┼────────────┤
│ Draw │ 26.6% │
├───────────────┼────────────┤
│ Everton Win │ 24.8% │
└───────────────┴────────────┘

🎯 Expected Goals (xG)

• Tottenham: 1.92
• Everton: 0.94

📋 Key Statistical Comparison

┌─────────────────┬───────────┬─────────┐
│ Statistic │ Tottenham │ Everton │
├─────────────────┼───────────┼─────────┤
│ Avg. Shots │ 13.0 │ 11.3 │
├─────────────────┼───────────┼─────────┤
│ Avg. Corners │ 7.0 │ 4.0 │
├─────────────────┼───────────┼─────────┤
│ Last-5 Win Rate │ 60.0% │ 0.0% │
└─────────────────┴───────────┴─────────┘

📌 Match Context & Recent Form

• Tottenham: last 5: 3W-1D-1L; unbeaten in 50.0% of
  recent home matches
• Everton: last 5: 0W-2D-3L; unbeaten in 62.5% of
  recent away matches

How it works

• A calibrated ensemble model trained on 16 seasons of
  match-level data across the Premier League and
  Bundesliga
• Every statistic in the report is computed from real
  historical data — nothing is invented
• Live market data is used internally as a model input
  to keep the numbers current

Why it's useful

┌───────────────┬──────────────────────────────────┐
│ Audience │ Value │
├───────────────┼──────────────────────────────────┤
│ Football fans │ Understand the data behind any │
│ │ matchup in seconds │
├───────────────┼──────────────────────────────────┤
│ Content │ Ready-made, structured match │
│ creators │ previews │
├───────────────┼──────────────────────────────────┤
│ Data │ A transparent, numbers-first │
│ enthusiasts │ analysis style │
└───────────────┴──────────────────────────────────┘

FAQ

Which leagues are supported? Premier League and
Bundesliga.

Where do the numbers come from? Historical match data
and a statistical model; no manual opinions.

Does it give betting advice? No. It is a data analysis
tool for research purposes only.

---⚠️ This analysis is based on historical data
modeling for research purposes only. It does not
constitute gambling or investment advice. Users should
make their own judgments and bear all associated risks.

Football data provided by 5DollarFootballAPI
(5dollarfootballapi.com)