⚽ Sports Analytics

Turn match and tracking data into clear, coach-ready insights. Our Soccer Sports Analytics service delivers xG/xA modeling, opponent scouting, set-piece analysis, and player development metrics—so you can make better decisions before, during, and after match day.

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✅ What We Offer

📈 xG & xA Modeling

Possession-aware expected goals/assists with shot context, build-up contribution, defensive pressure, and quality of chance creation across phases of play.

🎯 Opponent Scouting

Automated opponent reports: pressing triggers, progression routes, set-piece tendencies, and zones of vulnerability—delivered as coach-ready PDFs and dashboards.

🧠 Player Development

Micro-metrics for progression and off-ball impact (packing rate, pressures, carries, receptions between lines), with trend analysis across matches and training blocks.

🎬 Video + Data Sync

Event-to-clip alignment for quick coach review: click a data event to jump to the corresponding video moment—shareable playlists for analysts and staff.

🧩 Set-Piece Library

Curated offensive/defensive set-piece catalogs with coverage maps, delivery profiles, and screening patterns. Version control across the season.

🔎 Recruitment & Benchmarking

Role-based scouting models and similarity search to shortlist players who fit your tactical template and budget constraints.

⚙️ How It Works

  1. Ingest: Upload tracking or event data (Opta/F24, Wyscout/JSON, StatsBomb, Second Spectrum, CSV).
  2. Model: Clean, enrich, and run proprietary models for xG/xA, possession value, passing value, and press detection.
  3. Deliver: Interactive dashboards, opponent reports, and coach-ready PDFs within 24–48 hours post-match.
  4. Iterate: Weekly check-ins to align outputs with staff workflow and tactical priorities.

📊 Key Metrics We Track

A sample of the KPIs we surface in reports and dashboards:

  • Team & opponent cumulative xG timeline by minute
  • Shot quality by location and build-up chain
  • Final-third entries & box entries per possession
  • Progressive carries and passes completed under pressure
  • Press resistance and pressing efficiency (PPDA variants)
  • Set-piece xG for/against and delivery profiles
  • Role-based player benchmarks & similarity search
  • Expected threat / possession value added per action

Whether you're preparing for the next opponent, developing players, or recruiting for a system fit, our sports analytics service provides accurate, actionable, and coach-ready insights.

👉 Contact us today to learn more.

Contact Dr. Geng