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

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的21,395个观测值，覆盖41个非洲国家，时间跨度为1999年至2025年。核心指标为EMP_NIFL_SEX_AGE_GEO_RT，即按性别、年龄和城乡划分的非正规就业率（百分比）。数据集提供了详细的列结构，包括国家代码、指标名称、性别分类（总计、男性、女性）、年龄分组、城乡类型、观测年份、观测值（百分比）以及数据质量标记（如不可靠数据）。数据来源于ILOSTAT REST API，经过非洲国家代码过滤，并采用国际劳工统计学家会议（ICLS）定义进行标准化。数据集适用于表格分类、回归和时间序列预测任务，重点关注非洲非正规经济领域。This dataset contains 21,395 observations sourced from the International Labour Organization (ILO) ILOSTAT database, covering 41 African countries with a time span from 1999 to 2025. The core indicator is EMP_NIFL_SEX_AGE_GEO_RT, which refers to the informal employment rate (in percentage) disaggregated by sex, age group, and urban-rural location. The dataset provides a detailed column structure including country code, indicator name, sex category (total, male, female), age group, urban-rural type, observation year, observed value (percentage), and data quality markers such as unreliable data. The data was obtained via the ILOSTAT REST API, filtered for African country codes, and standardized using definitions from the International Conference of Labour Statisticians (ICLS). This dataset is applicable to tasks such as tabular classification, regression and time series forecasting, with a focus on the informal economy in Africa.