electricsheepafrica/africa-ilo-emp-nifl-sex-ins-geo-rt-informal-employment-rate-by-sex-public-private-sec

该数据集包含非洲41个国家在1999年至2025年间的非正规就业率数据，共4,358个观测值，核心指标为按性别、公共/私营部门和农村/城市地区划分的非正规就业率（%）（EMP_NIFL_SEX_INS_GEO_RT）。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。数据集提供了多维度的分类信息，包括性别（总计、男性、女性）、机构部门（总计）和地理区域（国家层面），并包含国家代码、数据来源、观测值、观测状态等详细列。数据以年度频率发布，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 informal employment rate data for 41 African countries from 1999 to 2025, with 4,358 observations. The core indicator is Informal employment rate by sex, public/private sector and rural/urban areas (%) (EMP_NIFL_SEX_INS_GEO_RT). The data is sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via API and filtered for African countries. It includes multi-dimensional disaggregation such as sex (total, male, female), institutional sector (total), and geographic area (national level), with detailed columns for country codes, data sources, observed values, and observation status. The data is published at annual frequency, harmonized by ILO, and suitable for tabular classification, regression, and time-series forecasting tasks.