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

该数据集包含欧洲31个国家从2003年至2025年的非正规就业率数据，按性别和城乡地区划分，共有4,518个观察值。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，通过REST API提取并过滤到欧洲国家代码。数据集涵盖一个核心指标：EMP_NIFL_SEX_GEO_RT，即按性别和城乡地区划分的非正规就业率（百分比）。数据列包括国家代码、国家名称、来源代码、来源标签、指标代码、指标标签、性别分类、分类变量、观测年份、观测值、观测状态及相关注释。数据为年度频率，使用ILO选择的最佳来源，并提供了性别分解维度（总计、男性、女性）。数据集适用于表格分类、回归和时间序列预测等任务，旨在支持机器学习和研究使用。This dataset contains 4,518 observations of informal employment rate data across 31 European countries, spanning from 2003 to 2025, disaggregated by sex and rural/urban areas. The data is sourced from ILOSTAT, the International Labour Organizations central statistics database, extracted via REST API and filtered to European ISO3 country codes. It covers one distinct indicator: EMP_NIFL_SEX_GEO_RT — Informal employment rate by sex and rural / urban areas (%). The schema includes columns such as country code, country name, source code, source label, indicator code, indicator label, sex classification, classification variables, observation year, observed value, observation status, and related notes. The data is annual frequency, uses ILO-selected best source, and provides disaggregation dimensions for sex (total, male, female). It is suitable for tabular classification, regression, and time-series forecasting tasks, designed for machine learning and research purposes.