electricsheepafrica/africa-ilo-emp-nifl-sex-age-eco-nb-informal-employment-by-sex-age-and-economic-activi

该数据集包含非洲45个国家1999年至2025年期间按性别、年龄和经济活动划分的非正规就业统计数据，共计190,959个观测值。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，通过其REST API提取并过滤为非洲国家代码。数据集包含一个核心指标EMP_NIFL_SEX_AGE_ECO_NB（按性别、年龄和经济活动划分的非正规就业，单位：千人），数据经过ILO使用国际劳工统计学家会议（ICLS）定义进行标准化处理。数据集提供了详细的分类维度，包括性别（总计、男性、女性）、年龄组（如15岁以上）、经济活动部门等，并包含国家代码、观测年份、观测值、数据来源、观测状态标志和相关注释等信息。数据以年度频率发布，适用于表格分类、回归和时间序列预测等任务。This dataset contains informal employment statistics by sex, age, and economic activity (in thousands) for 45 African countries spanning the years 1999 to 2025, with a total of 190,959 observations. The data is sourced from the International Labour Organizations (ILO) ILOSTAT statistical database, extracted via its REST API and filtered to African country codes. It features one core indicator EMP_NIFL_SEX_AGE_ECO_NB (Informal employment by sex, age and economic activity in thousands), harmonized by the ILO using International Conference of Labour Statisticians (ICLS) definitions. The dataset provides detailed disaggregation dimensions including sex (total, male, female), age groups (e.g., 15+), economic activity sectors, and includes information such as country codes, observation year, observed values, data sources, observation status flags, and relevant notes. Data is published at annual frequency and is suitable for tasks like tabular classification, regression, and time-series forecasting.