地球资源数据云——数据资源详情

按县划分的人均收入(2021 年)与教育程度

发布时间:2026-03-17 14:31:25资源ID:2031996502552252418资源类型:免费

该数据集《Per Capita Income by County (2021) vs. Education》主要用于监督学习任务,数据形态以表格为主,应用场景偏向农业场景。 题目说明:per capita personal income by county (2021) vs. education level 任务类型:表格监督学习。 建议流程:先做缺失值/异常值处理与特征编码,再比较逻辑回归、随机森林、XGBoost。 评估建议:使用分层切分或交叉验证,优先关注 F1、Recall、AUC 等分类指标。 可用文件:US counties - education vs per capita personal income - results - 20221227 - 213216.csv。 United States per capita personal income by county (2021) vs. level of education. Data source for United States per capita personal income by county: https://www.bea.gov/data/income - saving/personal - income - county - metro - and - other - areas Data source for education level: https://www.ers.usda.gov/data - products/county - level - data - sets/county - level - data - sets - download - data/ bea.gov is the U.S. Bureau of Economic Analysis usda.gov is the U.S. Department of Agriculture

按县划分的人均收入(2021 年)与教育程度

摘要概览

该数据集《Per Capita Income by County (2021) vs. Education》主要用于监督学习任务,数据形态以表格为主,应用场景偏向农业场景。 题目说明:per capita personal income by county (2021) vs. education level

任务类型:表格监督学习。

建议流程:先做缺失值/异常值处理与特征编码,再比较逻辑回归、随机森林、XGBoost。

评估建议:使用分层切分或交叉验证,优先关注 F1、Recall、AUC 等分类指标。

可用文件:US counties - education vs per capita personal income - results - 20221227 - 213216.csv。

United States per capita personal income by county (2021) vs. level of education.

Data source for United States per capita personal income by county: https://www.bea.gov/data/income - saving/personal - income - county - metro - and - other - areas

Data source for education level: https://www.ers.usda.gov/data - products/county - level - data - sets/county - level - data - sets - download - data/

bea.gov is the U.S. Bureau of Economic Analysis

usda.gov is the U.S. Department of Agriculture