地球资源数据云——数据资源详情
世界大学生调查数据集
该数据集《World University Student Survey Dataset》主要用于监督学习任务，数据形态以表格为主。 题目说明：Global Student Data on Universities, Fields of Study, and Learning Experience 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：world_university_survey_dataset.csv。 This dataset contains synthetic survey data of 1,000+ students from universities worldwide, designed for data analysis, visualization, and machine learning projects. It provides a comprehensive view of student demographics, academic programs, tuition fees, scholarships, learning modes, campus facilities, teaching quality, and overall student satisfaction. Key Features: Demographics: Age, gender, country, and optional province/state. Academic Info: University name, program level (Bachelor/Master/PhD), field of study, and year of study. Financials: Tuition fees (USD), scholarship status.
摘要概览
该数据集《World University Student Survey Dataset》主要用于监督学习任务，数据形态以表格为主。 题目说明：Global Student Data on Universities, Fields of Study, and Learning Experience
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：world_university_survey_dataset.csv。
This dataset contains synthetic survey data of 1,000+ students from universities worldwide, designed for data analysis, visualization, and machine learning projects. It provides a comprehensive view of student demographics, academic programs, tuition fees, scholarships, learning modes, campus facilities, teaching quality, and overall student satisfaction.
Key Features:
Demographics: Age, gender, country, and optional province/state.
Academic Info: University name, program level (Bachelor/Master/PhD), field of study, and year of study.
Financials: Tuition fees (USD), scholarship status.
常见问题
世界大学生调查数据集是什么？
该数据集《World University Student Survey Dataset》主要用于监督学习任务，数据形态以表格为主。
世界大学生调查数据集是什么数据格式？坐标系是什么？
数据格式为 CSV。
世界大学生调查数据集覆盖什么区域？
该数据集覆盖范围为全球。
世界大学生调查数据集包含哪些字段或指标？
主要字段或指标包括Demographics: Age, gender, country, and optional province/state. Academic Info: University name, program level (Bachelor/Master/PhD), field of study, and year of study. Financials…。
如何获取并引用世界大学生调查数据集？
在本页登录后即可下载。建议引用格式：地球资源数据云. 世界大学生调查数据集. https://www.gis5g.com/dataset/2032013491568021505