electricsheepafrica/africa-ilo-emp-nifl-sex-eco-mts-nb-informal-employment-by-sex-economic-activity-and-m

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的非正式就业数据，专门针对非洲地区。数据集涵盖了45个非洲国家从2000年至2025年的58,186条观测值，核心指标为EMP_NIFL_SEX_ECO_MTS_NB，即按性别、经济活动和婚姻状况划分的非正式就业人数（以千计）。数据通过ILOSTAT REST API获取，并经过过滤以仅包含非洲国家。数据集提供了详细的列结构，包括国家代码、国家名称、数据来源、指标代码、指标名称、性别分类（总计、男性、女性）、经济活动和婚姻状况的分类变量、观测年份、观测值、观测状态标志以及相关注释。数据以年度频率发布，并经过ILO的协调处理，确保符合国际劳工统计学家会议（ICLS）的定义。该数据集适用于表格分类、回归和时间序列预测等任务，旨在支持对非洲非正式经济的研究和分析。This dataset contains informal employment data from the International Labour Organization (ILO) ILOSTAT database, specifically focused on Africa. It includes 58,186 observations across 45 African countries from 2000 to 2025, with the core indicator EMP_NIFL_SEX_ECO_MTS_NB, which measures informal employment by sex, economic activity, and marital status (in thousands). The data is sourced directly from the ILOSTAT REST API and filtered to include only African countries. The dataset features a detailed schema with columns for country code, country name, data source, indicator code, indicator name, sex disaggregation (total, male, female), classification variables for economic activity and marital status, observation year, observed value, observation status flags, and related notes. The data is published at an annual frequency and harmonized by the ILO following International Conference of Labour Statisticians (ICLS) definitions. It is suitable for tabular classification, regression, and time-series forecasting tasks, supporting research and analysis on the informal economy in Africa.