docs(02.1-03): complete NWSL sport module plan

Tasks completed: 2/2
- Create NWSL sport module with hardcoded stadiums
- Integrate NWSL module with scrape_schedules.py

Phase 2.1 complete: MLS, WNBA, NWSL modules created

SUMMARY: .planning/phases/2.1-add-stadium-data-mls-wnba-nwsl-cbb/02.1-03-SUMMARY.md

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

.planning/phases/2.1-add-stadium-data-mls-wnba-nwsl-cbb/02.1-03-SUMMARY.md

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+---
+phase: 2.1-additional-sports-stadiums
+plan: 03
+subsystem: data
+tags: [nwsl, soccer, stadiums, python, scraping]
+
+# Dependency graph
+requires:
+  - phase: 02.1-01
+    provides: MLS sport module pattern and shared stadium coordinates
+  - phase: 02.1-02
+    provides: WNBA sport module pattern confirmation
+provides:
+  - NWSL sport module with 13 hardcoded stadiums
+  - Complete NWSL stadium data (capacity, year_opened, coordinates)
+  - Integration with scrape_schedules.py pipeline
+  - Phase 2.1 complete (all secondary sport stadium modules created)
+affects: [future stadium phases, canonicalization pipeline]
+
+# Tech tracking
+tech-stack:
+  added: []
+  patterns: [sport module pattern from MLS applied to NWSL]
+
+key-files:
+  created: [Scripts/nwsl.py]
+  modified: [Scripts/scrape_schedules.py]
+
+key-decisions:
+  - "Cross-referenced shared stadium coordinates from mls.py (10 of 13 stadiums shared)"
+  - "CPKC Stadium (Kansas City Current) is NWSL-specific, newest stadium opened 2024"
+  - "CBB deferred to future phase (350+ D1 teams requires separate scoped phase)"
+
+patterns-established:
+  - "Sport module structure: NWSL_TEAMS dict, get_nwsl_team_abbrev(), scrape_nwsl_stadiums_hardcoded(), scrape_nwsl_stadiums(), NWSL_STADIUM_SOURCES"
+
+issues-created: []
+
+# Metrics
+duration: 7min
+completed: 2026-01-10
+---
+
+# Phase 2.1-03: NWSL Sport Module Summary
+
+**Complete NWSL stadium data module with 13 stadiums including capacity, year_opened, and coordinates for canonicalization pipeline - Phase 2.1 complete**
+
+## Performance
+
+- **Duration:** 7 min
+- **Started:** 2026-01-10T07:02:05Z
+- **Completed:** 2026-01-10T07:09:00Z
+- **Tasks:** 2
+- **Files modified:** 2
+
+## Accomplishments
+- Created NWSL sport module following established pattern from MLS/WNBA
+- All 13 NWSL stadiums with complete data (capacity, year_opened, coordinates)
+- Cross-referenced shared stadium coordinates from mls.py (10 stadiums shared with MLS)
+- Integrated with scrape_schedules.py pipeline for stadium updates
+- **Phase 2.1 complete:** MLS (30), WNBA (13), NWSL (13) modules all created
+
+## NWSL Stadiums Summary
+
+| Stadium | Team | City | Capacity | Year | Shared With |
+|---------|------|------|----------|------|-------------|
+| BMO Stadium | LA | Los Angeles, CA | 22,000 | 2018 | LAFC |
+| PayPal Park | SJ | San Jose, CA | 18,000 | 2015 | SJ Earthquakes |
+| SeatGeek Stadium | CHI | Bridgeview, IL | 20,000 | 2006 | NWSL-specific |
+| Shell Energy Stadium | HOU | Houston, TX | 22,039 | 2012 | Houston Dynamo |
+| CPKC Stadium | KC | Kansas City, MO | 11,500 | 2024 | NWSL-specific |
+| Red Bull Arena | NJ | Harrison, NJ | 25,000 | 2010 | NY Red Bulls |
+| WakeMed Soccer Park | NC | Cary, NC | 10,000 | 2002 | NWSL-specific |
+| Inter&Co Stadium | ORL | Orlando, FL | 25,500 | 2017 | Orlando City SC |
+| Providence Park | POR | Portland, OR | 25,218 | 1926 | Portland Timbers |
+| Lumen Field | SEA | Seattle, WA | 37,722 | 2002 | Sounders/Seahawks |
+| Snapdragon Stadium | SD | San Diego, CA | 35,000 | 2022 | San Diego FC |
+| America First Field | UTA | Sandy, UT | 20,213 | 2008 | Real Salt Lake |
+| Audi Field | WAS | Washington, DC | 20,000 | 2018 | DC United |
+
+## Task Commits
+
+Each task was committed atomically:
+
+1. **Task 1: Create nwsl.py module with complete stadium data** - `75e2498` (feat)
+2. **Task 2: Integrate NWSL module with scrape_schedules.py** - `5307fdf` (feat)
+
+## Files Created/Modified
+- `Scripts/nwsl.py` - New NWSL sport module with 13 teams, 13 stadiums, complete data
+- `Scripts/scrape_schedules.py` - Import NWSL module, remove inline NWSL_TEAMS dict and stadium stub
+
+## Decisions Made
+- Cross-referenced shared stadium coordinates from mls.py for 10 stadiums (all MLS-NWSL shared venues)
+- Identified 3 NWSL-specific stadiums: SeatGeek Stadium, CPKC Stadium, WakeMed Soccer Park
+- CPKC Stadium is the first purpose-built stadium for an NWSL team (opened 2024)
+- CBB deferred - 350+ D1 teams requires dedicated scoped phase with different approach
+
+## Deviations from Plan
+
+None - plan executed exactly as written
+
+## Issues Encountered
+
+None
+
+## Phase 2.1 Complete
+
+**Summary of all plans in Phase 2.1:**
+
+| Plan | Sport | Stadiums | Commits |
+|------|-------|----------|---------|
+| 02.1-01 | MLS | 30 | addc9b3, 8f1803b |
+| 02.1-02 | WNBA | 13 | 5a51dab, f141136 |
+| 02.1-03 | NWSL | 13 | 75e2498, 5307fdf |
+
+**Total:** 56 new stadiums added to canonicalization pipeline
+
+**Deferred:**
+- CBB (College Basketball) - 350+ D1 teams requires separate scoped phase with tier-based approach
+
+## Next Phase Readiness
+- All secondary sport stadium data flowing through canonicalization pipeline
+- Stadium update verified: MLS 30, WNBA 13, NWSL 13 stadiums returned
+- Total stadium count now 178 (MLB 30, NBA 30, NHL 32, NFL 30, MLS 30, WNBA 13, NWSL 13, CBB 0)
+- Ready for Phase 2.2 or next roadmap phase
+
+---
+*Phase: 2.1-additional-sports-stadiums*
+*Plan: 03*
+*Completed: 2026-01-10*