electricsheepasia/asia-ilo-emp-temp-sex-age-ste-nb-employment-by-sex-age-and-status-in-employment-tho

该数据集是一个关于亚洲地区就业情况的表格数据集，包含108,607个观测值，覆盖38个亚洲国家，时间跨度为1970年至2025年。数据集核心指标为“按性别、年龄和就业状况划分的就业人数（千）”，数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并过滤为亚洲国家代码。ILOSTAT使用国际劳工统计学家会议（ICLS）定义对原始调查微数据进行标准化处理，数据来源在`source.label`列中标注以确保可追溯性。数据集包含多个列，如国家代码（`ref_area`）、国家名称（`ref_area.label`）、来源代码（`source`）、指标代码（`indicator`）、性别分类（`sex`）、年龄分类（`classif1`）、就业状况分类（`classif2`）、年份（`time`）、观测值（`obs_value`）以及数据状态标志（`obs_status`）等。数据为年度频率，当同一国家×年份有多个来源时，使用ILO选择的“最佳来源”，且分类列仅在指标发布细分数据时非空。数据集适用于表格分类、回归和时间序列预测任务，可用于分析亚洲各国就业趋势、性别和年龄差异等。This dataset is a tabular dataset on employment in Asia, containing 108,607 observations across 38 Asian countries, spanning from 1970 to 2025. The core indicator is Employment by sex, age and status in employment (thousands), sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via API and filtered to Asia ISO3 country codes. ILOSTAT harmonizes raw survey microdata using International Conference of Labour Statisticians (ICLS) definitions, with sources flagged in the `source.label` column for traceability. The dataset includes columns such as country code (`ref_area`), country name (`ref_area.label`), source code (`source`), indicator code (`indicator`), sex disaggregation (`sex`), age classification (`classif1`), status in employment classification (`classif2`), year (`time`), observed value (`obs_value`), and observation status flag (`obs_status`). Data is annual frequency; when multiple sources exist for the same country×year, the ILO-selected best source is used, and disaggregation columns are non-null only when the indicator publishes that breakdown. The dataset is suitable for tabular classification, regression, and time-series forecasting tasks, enabling analysis of employment trends, gender and age disparities across Asian countries.