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Commits on Mar 5, 2026

• refactor: 删除 Phase 8/9，整合统计功能到 Phase 2；修复数据库优化后的兼容性问题

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• chore: 移动文档到正确位置 (docs/guides/)

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• fix: 修复预处理脚本和Python路径问题，移除"有效"列依赖

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Commits on Mar 4, 2026

• chore:废弃脚本、文档清理；完善指引文档

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Commits on Mar 2, 2026

• feat: 优化村庄聚类算法，使用 HDBSCAN 替代 DBSCAN

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• fix: 修复 N-gram 分析脚本的数据源和路径问题

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• fix: 修复 semantic_regional_analysis 表 lift 值异常问题

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• chore: 添加数据库对比工具和完整对比报告

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• fix: 优化 N-gram 数据生成和索引策略

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Commits on Mar 1, 2026

• fix: 在预处理阶段填充东莞市和中山市的县级字段

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• chore: 重构项目结构，清理冗余文件

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• fix: 修复区域表乡镇名称冲突问题，添加完整行政层级

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Commits on Feb 27, 2026

• chore: 清理项目根目录与历史文档

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Commits on Feb 25, 2026

• feat: 添加 regional_total_raw 和 total_before_filter 字段

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• docs: 添加后端API统一迁移指南

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• feat: 更新聚类生成脚本自动写入 village_cluster_assignments 表

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• feat: 实现多版本聚类存储方案（方案B）

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• fix: 修复 spatial_tendency_integration 村庄ID匹配问题，显著率提升至3.4%

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• feat: 优化 spatial_tendency_integration 表（字符扩展至45个）

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• feat: 添加数据库优化索引自动创建功能

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Commits on Feb 24, 2026

• feat: 自动更新 active_run_ids (Auto-update active_run_ids)

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• feat: 数据库优化与性能提升 (Database Optimization & Performance Enhancement)

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• feat: 實現 trigram 和 4-gram 結構模式檢測

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• fix: 修復區域分析表 city/county/township 字段格式錯誤（嚴重bug）

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• perf: 優化 KDE 算法性能，從 scipy 遷移至 sklearn

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• feat: 優化空間熱點檢測，從8個增至31個熱點

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• feat: 擴展語義組合模式檢測，從8個增至25個模式

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• fix: 修復重複地名合併問題，添加層級列實現完全分離

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Commits on Feb 23, 2026

• feat: Add simplified significance computation script for optimized database

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• docs: Update PROJECT_STATUS with Phase 15-16 details

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• docs: Add Phase 15-16 API endpoints to reference documentation

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• feat: Implement Phase 15-16 region similarity and semantic centrality analysis

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• docs: Add comprehensive database migration guide for backend team

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• feat: Complete database schema population with optimized algorithms

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Commits on Feb 22, 2026

• commit

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