electricsheepafrica/africa-ilo-emp-nifl-sex-geo-rt-informal-employment-rate-by-sex-and-rural-urban-ar

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的非正规经济数据，专门针对非洲地区。它提供了按性别和城乡地区划分的非正规就业率（百分比）指标（EMP_NIFL_SEX_GEO_RT），涵盖41个非洲国家从1999年至2025年的年度观测数据，总计1,428个观测值。数据通过ILOSTAT REST API获取，并经过协调处理，使用国际劳工统计学家会议（ICLS）定义，确保跨国家可比性。数据集包括国家代码、年份、观测值、数据来源、性别分类（总计、男性、女性）以及数据质量标志（如断点序列）等列，适用于表格分类、回归和时间序列预测等任务。This dataset contains informal economy data from the International Labour Organization (ILO) ILOSTAT database, specifically focused on Africa. It provides the indicator for informal employment rate by sex and rural/urban areas (%) (EMP_NIFL_SEX_GEO_RT), covering 41 African countries with annual observations from 1999 to 2025, totaling 1,428 observations. Data is sourced via the ILOSTAT REST API and harmonized using International Conference of Labour Statisticians (ICLS) definitions to ensure cross-country comparability. The dataset includes columns such as country code, year, observed value, data source, sex disaggregation (total, male, female), and data quality flags (e.g., break in series), suitable for tasks like tabular classification, regression, and time-series forecasting.