electricsheepafrica/africa-ilo-emp-nifl-eco-ocu-nb-informal-employment-by-economic-activity-and-occup

该数据集包含非洲43个国家从1999年至2025年的非正规就业统计数据，具体指标为按经济活动和职业划分的非正规就业（千人数）（ILOSTAT代码：EMP_NIFL_ECO_OCU_NB）。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，涵盖64,045个观测值。数据集包括国家代码、指标标签、分类变量（如经济活动和职业）、年份、观测值及其状态等列，适用于表格分类、回归和时间序列预测等任务。数据以年度频率发布，并经过ILO的标准化处理，确保与ICLS定义一致。This dataset contains informal employment statistics for 43 African countries from 1999 to 2025, focusing on the indicator Informal employment by economic activity and occupation (thousands) (ILOSTAT code: EMP_NIFL_ECO_OCU_NB). Sourced from the International Labour Organizations (ILO) ILOSTAT database, it was retrieved via API and filtered to African countries, comprising 64,045 observations. The dataset includes columns such as country code, indicator labels, classification variables (e.g., economic activity and occupation), year, observed values, and status flags, making it suitable for tabular classification, regression, and time-series forecasting tasks. Data is published at annual frequency and harmonized by ILO following ICLS definitions.