joaomjr/spsafe

SPSafe数据集是一个标准化的犯罪事件报告数据集，涵盖了巴西圣保罗州从2003年至2022年的犯罪事件。该数据集旨在解决原始数据中的标准化、一致性和异质性问题，为公共安全管理者、研究者和数据分析师提供了一个高质量的、易于使用的资源，以识别犯罪模式、支持决策制定和协助制定打击犯罪的公共政策。数据集经过彻底的ETL（提取、转换、加载）过程来清洗、标准化和丰富原始事件报告。

The SPSafe dataset is a standardized dataset of crime incident reports covering crime incidents in the state of São Paulo, Brazil, from 2003 to 2022. This dataset aims to address issues of standardization, consistency, and heterogeneity found in the original data, providing a high-quality and easy-to-use resource for public safety managers, researchers, and data analysts to identify crime patterns, support decision-making, and aid in the development of public policies to combat crime. The dataset has undergone a thorough ETL (Extract, Transform, Load) process to clean, standardize, and enrich the original incident reports.