electricsheepafrica/africa-individuals-liberties-and-equality-before-the-law-1789-2021

该数据集名为个人自由与法律面前平等(1789–2021)，由V-Dem Institute发布，数据来源于OpenAfrica。它记录了公民在物理完整性权利、宗教自由、行动自由、免于强迫劳动以及获得公正等方面的权利程度，评分范围从0到1(1表示权利最充分)。数据集包含1,477条记录(1,181条训练数据，295条测试数据)，覆盖贝宁、博茨瓦纳、佛得角、埃塞俄比亚、肯尼亚等多个非洲国家。数据包含5个列(2个数值型，3个类别型)，经过清洗和标准化处理后转换为Parquet格式。数据集最后更新于2023年1月27日。需要注意的是，数据存在未经验证、可能存在报告错误等局限性。

The dataset is named Individuals Liberties and equality before the law (1789 – 2021), published by V-Dem Institute and sourced from OpenAfrica. It records the extent to which citizens enjoy physical integrity rights, freedoms of religion, of movement, and from forced labor, as well as access to justice, with scores ranging from 0 to 1 (1 indicating the most rights). The dataset contains 1,477 records (1,181 for training, 295 for testing), covering multiple African countries including Benin, Botswana, Cape Verde, Ethiopia, Kenya, etc. It includes 5 columns (2 numeric, 3 categorical), cleaned and standardized into Parquet format. The data was last updated on OpenAfrica on 2023-01-27. Note that the data has limitations such as lack of independent validation and potential reporting errors.