admin 交通深度学习数据集 2026-04-25

学校学习分析数据集

一、数据集概述

学校学习分析数据集，包含丰富的数据样本，适用于机器学习、数据分析和学术研究。具体内容请参考以下数据详情章节。

文件夹结构

本数据集包含 1 个子文件夹，共计 1 个文件。其中：CSV 1 个。

文件夹：（根目录）

数据统计汇总

文件: Schools Data.csv

字段说明

数据样本（前3行）

四、数据类型与标注情况

五、应用场景

• 数据探索与可视化分析

• 机器学习模型训练与验证

• 统计分析与报告生成

• 学术研究与教学实践

六、使用建议

• 使用前请进行必要的数据清洗和预处理

• 建议在使用前仔细查看数据集原始说明文档

• 表格数据请先检查缺失值、异常值等数据质量问题

属性	值
数据集名称	学校学习分析数据集

字段名	中文含义	说明
Gender	Gender
Type of institution previous to this institution	Type of institution previous to this institution
Reason to left previous institution.	Reason to left previous institution.
Length of Enrollment	Length of Enrollment
Mode of Transportation	Mode of Transportation
Distance to Institution	Distance to Institution
Extracurricular Participation (Check all that apply)	Extracurricular Participation (Check all that apply)
Academic Performance	Academic Performance
Type of Institution? (any that is not funded by government will be considered as Private)	Type of Institution? (any that is not funded by government will be considered as Private)
Class Size	Class Size
How often do you feel stressed because of homework or studying?	How often do you feel stressed because of homework or studying?
How often do you go to lab/library?	How often do you go to lab/library?
How often your do you take test/exams/other assessment methods?	How often your do you take test/exams/other assessment methods?
Post-Graduation Plans	Post-Graduation Plans
Monthly Fee (Rough guess is okay.)	Monthly Fee (Rough guess is okay.)
Number of Siblings	Number of Siblings
Column 4	Column 4
Column 14	Column 14
Column 15	Column 15
Column 17	Column 17
Column 18	Column 18
Column 21	Column 21
Column 22	Column 22
Column 23	Column 23

Gender	Type of institution previous to this institution	Reason to left previous institution.	Length of Enrollment	Mode of Transportation	Distance to Institution	Extracurricular Participation (Check all that apply)	Academic Performance
Male	public	Personal or family reasons	3-4 years	Bicycle	Less than 1 km	Sports, Volunteering and social service	90% or above
Male	private	Limited resources or facilities	3-4 years	Walking	Less than 1 km	None	80-89%
Female	private	Fee Structure	1-2 years	Personal vehicle	6-10 km	Sports, Volunteering and social service	Below 60%