electricsheepafrica/Africa-depression-dataset

非洲抑郁症数据集是由Electric Sheep Africa生成的一个合成数据集，旨在模拟非洲背景下的心理健康表现。该数据集包含100,000行和14列，基于来自撒哈拉以南非洲的同行评审文献，捕捉了地区特定的患病率、风险因素（如贫困、冲突）和文化表现（如躯体症状、“想太多”）。此数据集专为研究、教育和方法测试目的设计，尊重真实世界数据的统计特性，同时不暴露任何个人可识别信息（PII），因为每条记录都是完全合成的。支持的任务包括流行病学建模、健康服务研究和风险因素分析。数据标签为英文，文化背景覆盖西非、东非、北非、南非和中非。

The Africa Depression Dataset is a synthetic dataset generated by Electric Sheep Africa to model mental health presentations in African contexts. It contains 100,000 rows and 14 columns. The generation is grounded in peer-reviewed literature from Sub-Saharan Africa, capturing region-specific prevalence rates, risk factors (e.g., poverty, conflict), and cultural presentations of distress (e.g., somatic symptoms, "thinking too much"). This dataset is designed for research, educational, and methodological testing purposes. It respects the statistical properties of real-world data without exposing any Private Identifiable Information (PII), as every record is entirely synthetic. Supported tasks include Epidemiological Modeling, Health Services Research, and Risk Factor Analysis. The data labels are in English, and the cultural context covers West, East, North, Southern, and Central Africa.