Statistics & Analytics

• F10.01.01 Shipped

  Match statistics (wins, losses, draws, points for/against)

  ✅ PL-F1001a
• F10.01.02 Shipped

  Win rate by format (singles, doubles, triples)

  ✅ PL-F1001a
• F10.01.03 Shipped

  Performance by competition level

  ✅ PL-F1001a
• F10.01.04 Shipped

  Head-to-head records

  ✅ PL-F1001a
• F10.01.05 Shipped

  Season-by-season comparison

  ✅ PL-F1001a
• F10.01.06 Shipped

  Playing position effectiveness (pointer, shooter, middle)

  ✅ PL-F1001b
• F10.01.07 Shipped

  Career statistics and milestones

  ✅ PL-F1001b
• F10.01.08 Shipped

  Best results and achievements

  ✅ PL-F1001b
• F10.01.09 Shipped

  Activity metrics (competitions entered, matches played)

  ✅ PL-F1001b
• F10.01.10 Shipped

  Public player stats page

  ✅ PL-F1001b
• F10.01.11 Shipped

  ELO rating history chart (progression over time)

  ✅ PL-F1001c
• F10.01.12 Shipped

  Federation Points history chart

  ✅ PL-F1001c
• F10.01.13 Shipped

  Dual ranking comparison (ELO vs Federation Points trajectory)

  ✅ PL-F1001c
• F10.01.14 Shipped

  Casual vs official game breakdown

  ✅ PL-F1001c
• F10.01.15 Shipped

  Partnership statistics (win rate with different partners)

  ✅ PL-F1001c

Deep statistics from mène and throw-level data.

• F10.02.01 Shipped

  Mène-level analysis (scoring patterns: strong starts, comebacks, closers)

  ✅ PL-F1002a
• F10.02.02 Shipped

  Points-per-mène average

  ✅ PL-F1002a
• F10.02.03 Shipped

  Shooting accuracy (successful tirs / total tirs)

  ✅ PL-F1002a
• F10.02.04 Shipped

  Pointing accuracy (boules within 50cm of cochonnet)

  ✅ PL-F1002a
• F10.02.05 Shipped

  Carreau rate (perfect hits)

  ✅ PL-F1002a
• F10.02.06 Shipped

  Clutch performance (win rate when behind, when match point)

  ✅ PL-F1002a
• F10.02.07 Shipped

  First-mène win rate (correlation with match outcome)

  ✅ PL-F1002b
• F10.02.08 Shipped

  Average match duration

  ✅ PL-F1002b
• F10.02.09 Shipped

  Score distribution heatmap (how often each final score occurs)

  ✅ PL-F1002b
• F10.02.10 Shipped

  Performance under pressure (scoring in decisive mènes)

  ✅ PL-F1002b
• F10.02.11 Shipped

  Terrain/surface performance (results by court type)

  ✅ PL-F1002b
• F10.02.12 Shipped

  Weather impact analysis (if weather data captured)

  ✅ PL-F1002b

• F10.03.01 Shipped

  Competition participation statistics

  ✅ PL-F1003
• F10.03.02 Shipped

  Average match scores and duration

  ✅ PL-F1003
• F10.03.03 Shipped

  Upset tracking (lower-ranked beats higher-ranked)

  ✅ PL-F1003
• F10.03.04 Shipped

  Club performance comparison

  ✅ PL-F1003
• F10.03.05 Shipped

  Regional strength analysis

  ✅ PL-F1003
• F10.03.06 Shipped

  Historical competition data trends

  ✅ PL-F1003

• F10.04.01 Shipped

  Membership growth reports (new, renewed, lapsed)

  ✅ PL-F1004a
• F10.04.02 Shipped

  Club activity reports (competitions hosted, members active)

  ✅ PL-F1004a
• F10.04.03 Shipped

  Age distribution analysis

  ✅ PL-F1004a
• F10.04.04 Shipped

  Gender distribution analysis

  ✅ PL-F1004a
• F10.04.05 Shipped

  Geographic distribution (heat maps)

  ✅ PL-F1004a
• F10.04.06 Shipped

  License revenue reports

  ✅ PL-F1004b
• F10.04.07 Shipped

  Umpire activity reports

  ✅ PL-F1004b
• F10.04.08 Shipped

  Competition calendar utilization

  ✅ PL-F1004b
• F10.04.09 Shipped

  Year-over-year comparison

  ✅ PL-F1004b
• F10.04.10 Shipped

  KPI dashboards per federation level

  ✅ PL-F1004b
• F10.04.11 Shipped

  Federation engagement KPI — per-period snapshot per klubb (emails, webinars, resources, signups) med viktad engagement_score 0–100 — PL-T223

  ✅ PL-T223
• F10.04.12 Shipped

  Silent-clubs flagging — klubbar med score under silent_club_threshold (default 10) listas i /silent-endpoint med en-klick "skicka påminnelse"-CTA — PL-T223

  ✅ PL-T223
• F10.04.13 Shipped

  Ministry impact metrics — ImpactMetrics{total_participants, gender_split, age_split, regional_split, new_members, retained_members, events_held, sessions_held, accessibility_count, school_partnerships} auto-populerade från F10-rollups — PL-T223

  ✅ PL-T223
• F10.04.14 Shipped

  ROI calculator — cost_per_participant, cost_per_new_member, public_value_estimate med noll-suppression och 2-decimal-quantize — PL-T223

  ✅ PL-T223

• F10.05.01 Shipped

  Global player count by continent/nation

  ✅ PL-F1005
• F10.05.02 Shipped

  World championship participation trends

  ✅ PL-F1005
• F10.05.03 Shipped

  Continental strength comparison

  ✅ PL-F1005
• F10.05.04 Shipped

  Sport growth metrics per country

  ✅ PL-F1005
• F10.05.05 Shipped

  IOC reporting data (for Olympic recognition efforts)

  ✅ PL-F1005
• F10.05.06 Shipped

  Benchmarking against other sports

  ✅ PL-F1005

• F10.06.01 Shipped

  Interactive dashboards

  ✅ PL-F1006
• F10.06.02 Shipped

  Chart types (bar, line, pie, radar, heat map)

  ✅ PL-F1006
• F10.06.03 Shipped

  Embeddable widgets for federation websites

  ✅ PL-F1006
• F10.06.04 Shipped

  Report export (PDF, Excel, CSV)

  ✅ PL-F1006
• F10.06.05 Shipped

  Scheduled report delivery (email)

  ✅ PL-F1006
• F10.06.06 Shipped

  Custom report builder

  ✅ PL-F1006

Deep per-player analytics: throw-role classification, opponent-level win rates, court performance heatmap, and cochonnet distance analysis.

• F10.07.01 Shipped

  Throw-type distribution (pointeur/tireur/milieu classification)

  ✅ PL-F1007a
• F10.07.02 Shipped

  Win-rate per opponent (with format breakdown and streak tracking)

  ✅ PL-F1007a
• F10.07.03 Shipped

  Court performance heatmap (win rate per court_id)

  ✅ PL-F1007a
• F10.07.04 Shipped

  Cochonnet distance analysis (6-10m buckets)

  ✅ PL-F1007a
• F10.07.05 Shipped

  Season trends with linear regression (win-rate trend over seasons)

  ✅ PL-F1007b
• F10.07.06 Shipped

  ELO development timeline (rating progression with peak/low/delta)

  ✅ PL-F1007b
• F10.07.07 Shipped

  Personal records and milestones (streaks, highest score, comebacks)

  ✅ PL-F1007b
• F10.07.08 Shipped

  Peer-group comparison (percentile ranking within competition class)

  ✅ PL-F1007b

Template-driven scout reports with opponent modelling, narrative editor, PDF export, and version history. Targets coaches, analysts, and federation national teams.

• F10.08.01 Shipped

  Scout report draft generation from PerformanceRollup data

  ✅ PL-T218
• F10.08.02 Shipped

  Opponent comparison (head-to-head, deltas, court-type splits, recent form)

  ✅ PL-T218
• F10.08.03 Shipped

  ScoutReportTemplate library (default_singles/doubles/triples)

  ✅ PL-T218
• F10.08.04 Shipped

  Narrative editor with kinds (strengths/weaknesses/tactical_recommendations/summary)

  ✅ PL-T218
• F10.08.05 Shipped

  Publish flow (validates required narrative, async PDF render, version bump)

  ✅ PL-T218
• F10.08.06 Shipped

  Visibility levels (private / team / federation) and version history

  ✅ PL-T218

Federation→club communication delivery, engagement, and signup-attribution metrics with conversion funnel and per-campaign breakdown.

• F10.09.01 Shipped

  Delivery / open / click tracking per channel and flow

  ✅ PL-T218
• F10.09.02 Shipped

  Signup attribution within 30-day click-window

  ✅ PL-T218
• F10.09.03 Shipped

  Channel breakdown (email / push / sms / inapp / newsletter)

  ✅ PL-T218
• F10.09.04 Shipped

  Conversion funnel (sent → delivered → opened → clicked → inquiry → signup)

  ✅ PL-T218

Grant application workflow with state-machine, ImpactReport pre-fill from rollups, and renewal reminders. Targets ministries, councils, and foundations.

• F10.10.01 Shipped

  GrantWorkflow lifecycle (draft → submitted → under_review → approved/rejected → reporting_due → renewed/closed)

  ✅ PL-T218
• F10.10.02 Shipped

  ImpactReport generation (participation, new clubs, licenses, social outcomes, public-€ ROI)

  ✅ PL-T218
• F10.10.03 Shipped

  Submission history audit trail with actor + timestamp + diff per transition

  ✅ PL-T218
• F10.10.04 Shipped

  Renewal reminder job (06:00 UTC, 30-day lookahead)

  ✅ PL-T218

Saved cross-cohort statistical queries (Welch t-test, p-values, 95 % CI), share tokens for read-only links, and weekly recompute job.

• F10.11.01 Shipped

  Cohort filter builder (age_band, gender, license_class, region_id, ranking_band, time_window)

  ✅ PL-T218
• F10.11.02 Shipped

  Welch t-test with p-value, 95 % CI, and low_power flag at n<30

  ✅ PL-T218
• F10.11.03 Shipped

  Saved queries with 24h result_snapshot TTL and weekly recompute

  ✅ PL-T218
• F10.11.04 Shipped

  Share tokens for read-only public links (revocable)

  ✅ PL-T218