electricsheepeurope/europe-ilo-pop-xwap-sex-edu-mts-nb-working-age-population-by-sex-education-and-marita
收藏资源简介:
该数据集包含欧洲39个国家从1987年至2025年的劳动年龄人口统计数据,共计162,935个观测值。核心指标为POP_XWAP_SEX_EDU_MTS_NB,即按性别、教育程度和婚姻状况划分的劳动年龄人口(单位:千)。数据来源于国际劳工组织(ILO)的ILOSTAT数据库,通过劳动力调查、家庭收入调查等原始数据经国际劳工统计学家会议(ICLS)定义标准化后获得。数据集包含详细的分类维度:性别(总计、男性、女性)、教育程度(聚合分类)和婚姻状况(聚合分类),并提供了国家代码、年份、观测值、数据来源、观测状态及相关注释等信息。数据格式为表格型,适用于分类、回归和时间序列预测等机器学习任务。
This dataset contains 162,935 observations of working-age population data across 39 European countries from 1987 to 2025. The core indicator is POP_XWAP_SEX_EDU_MTS_NB — Working-age population by sex, education and marital status (thousands). Data is sourced from the International Labour Organizations ILOSTAT database, harmonized using International Conference of Labour Statisticians (ICLS) definitions from raw survey microdata such as labour force surveys and household income surveys. The dataset includes detailed disaggregation dimensions: sex (total, male, female), education (aggregate levels), and marital status (aggregate), along with country codes, years, observed values, data sources, observation status flags, and relevant notes. It is provided in tabular format and suitable for machine learning tasks such as tabular classification, regression, and time-series forecasting.



