electricsheepafrica/africa-ilo-emp-nifl-sex-est-geo-nb-informal-employment-by-sex-establishment-size-and

该数据集包含12,962个观测值，涉及38个非洲国家从2004年至2025年的非正规经济数据，涵盖1个独特指标：按性别、企业规模和城乡地区划分的非正规就业（千人数）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并过滤为非洲国家。数据集包括国家代码、国家名称、数据来源、指标代码、性别分类、企业规模分类、城乡地区分类、观测年份、观测值、观测状态和相关注释等列。数据为年度频率，经过ILO的标准化处理，适用于表格分类、回归和时间序列预测等任务。This dataset contains 12,962 observations, covering informal economy data of 38 African countries from 2004 to 2025, and includes one unique indicator: informal employment (in thousands) categorized by gender, firm size, and urban-rural area. The data is sourced from the ILOSTAT database of the International Labour Organization (ILO), obtained via API and filtered to retain only African countries. The dataset comprises columns such as country code, country name, data source, indicator code, gender category, firm size category, urban-rural area category, observation year, observed value, observation status, and relevant notes. The data is of annual frequency, standardized by the ILO, and applicable to tasks including tabular classification, regression, and time series forecasting.