US Census Bureau Data

该数据集来源于美国人口普查局，适用于涉及收入和就业预测的分类任务，对多个特征具有敏感性。该数据集经过筛选，可作为加州大学欧文分校（UCI）成人数据集的替代品，并包含了如种族和性别等敏感特征，以便进行公平性评估。其任务是对收入和就业进行预测。

This dataset is sourced from the United States Census Bureau. It is suitable for classification tasks involving income and employment prediction, and incorporates multiple sensitive features. After being curated, it serves as a substitute for the UCI Adult Dataset from the University of California, Irvine, and includes sensitive attributes such as race and gender to enable fairness assessment. The core task of this dataset is to predict income and employment.