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feat(crowd_db): Phase 4 - 均衡性诊断与检查脚本
P2级改进：地域均衡性 + 专业冷热均衡诊断
实现内容:
1. 创建均衡性检查脚本 check_crowd_db_balance.py
2. 地域均衡性诊断：31省70.9%院校在省会
3. 专业冷热均衡诊断：热门32.9% / 稳健19.5% / 冷门7.1%
识别问题:
- 地域均衡性问题：14省省会院校占比>70%
（西藏100% / 宁夏93.8% / 青海84%等）
- 专业冷热均衡问题：7省冷门专业占比<5%
（北京/重庆/海南0%等）
后续改进建议:
- 地域均衡性：需人工审核院校所在城市，补充地级市院校
- 专业冷热：需补充农/林/地质等冷门专业
验证: pytest 155passed/3skipped, consistency通过
2026-06-25 14:36:05 +08:00
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