Analysis dataset: VSC patterns in Study Area from 2021-2025

Data Source: Original raw data was obtained from the official Police.uk website (www.police.uk).Temporal Coverage: January 2021 to May 2025.Processing Methodology:• Download: Monthly Excel files were downloaded from the "Data downloads and API" section.• Merge & Filter: All monthly files were merged into a consolidated dataset, which was then filtered to include only incidents under the "Violent and Sexual Crimes" category.• Spatial Filter & Aggregation: The data was further filtered to specific streets within the study area and aggregated for analysis.数据来源：原始未处理数据获取自官方Police.uk网站（www.police.uk）。 时间覆盖范围：2021年1月至2025年5月。 数据处理流程： • 下载环节：从“数据下载与应用程序接口（API）”板块按月下载Excel格式文件。 • 合并与筛选：将所有月度文件合并为统一整合数据集，随后筛选出仅属于“暴力与性犯罪”类别的事件。 • 空间筛选与聚合：将数据进一步筛选至研究区域内的特定街道，并进行聚合处理以用于分析。