datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
student-burnout-analysis2026
🔥 Predicting Academic Burnout: A Multivariate Analysis of Student Stressors
Exploring how financial pressure, family expectations, and social support shape burnout in university students.
Project Overview & Data Walkthrough
📋 Abstract
Academic burnout is an increasingly recognized phenomenon with far-reaching consequences for student wellbeing and performance. This study investigates the relationship between external environmental stressors —… See the full description on the dataset page: https://huggingface.co/datasets/eliel2003/student-burnout-analysis2026.student-depression-analysis
Assignment #1: EDA & Dataset
Predicting and Preventing Student Depression
Student: Amit GoodmanProgram: Economics & Entrepreneurship, Reichman University (RUNI)Date: March 2026
Project Overview
In this project, I explore the "Student Depression Dataset" to build a narrative around student well-being. By analyzing academic pressure, financial stress, and lifestyle habits, I aim to identify predictable risk factors and uncover actionable protective measures.… See the full description on the dataset page: https://huggingface.co/datasets/ag00dman/student-depression-analysis.student_performance
Student performance
The Student performance dataset from Kaggle.
Configuration
Task
Description
encoding
Encoding dictionary showing original values of encoded features.
math
Binary classification
Has the student passed the math exam?
writing
Binary classification
Has the student passed the writing exam?
reading
Binary classification
Has the student passed the reading exam?
Usage
from datasets importload_dataset
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/mstz/student_performance.student-alcohol-consumption
Student Alcohol Consumption Dataset
A dataset on social, gender and study data from secondary school students.
Following was retrieved from UCI machine learning repository.
Context:
The data were obtained in a survey of students math and portuguese language courses in secondary school. It contains a lot of interesting social, gender and study information about students. You can use it for some EDA or try to predict students final grade.
Content:
Attributes for both student-mat.csv… See the full description on the dataset page: https://huggingface.co/datasets/scikit-learn/student-alcohol-consumption.Chinese-Student-English-Essay
Dataset Card for Chinese Student English Essay (CSEE) Dataset
Dataset Summary
The Chinese Student English Essay (CSEE) dataset is designed for Automated Essay Scoring (AES) tasks. It consists of 13,270 English essays written by high school students in Beijing, who are English as a Second Language (ESL) learners. These essays were collected from two final exams and correspond to two writing prompts.
Each essay is evaluated across three key dimensions by experienced… See the full description on the dataset page: https://huggingface.co/datasets/Xiaochr/Chinese-Student-English-Essay.student-performance
Student Performance Synthetic Dataset v2
A reproducible, explicitly structured synthetic high-school student dataset for machine-learning benchmarking, data-engineering tests, educational analytics method development, and controlled fairness experiments.
Scope and non-claims
The data are entirely synthetic. Generator parameters are designed for internal coherence and are not calibrated to a specific real school system, demographic population, causal effect, or… See the full description on the dataset page: https://huggingface.co/datasets/neuralsorcerer/student-performance.student-grades-enrollment
University Student Grades & Enrollment Dataset (Free Sample)
This is a free sample with 2,553 rows. The full dataset has 38,567 rows across 5 tables.
Academic records for a simulated mid-size US university (4,200 students) over
6 semesters (Fall 2021 - Spring 2024). Includes student demographics, course
catalog, enrollment records, and grades with realistic GPA distributions.
Features grade inflation trend, prerequisite enforcement, major-specific
performance patterns, and two… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/student-grades-enrollment.Student-Mental-Health-Counseling-10K
Student Mental Health Counseling 10K
Dataset Overview
This dataset is derived from the original chillies/student-mental-health-counseling-vn dataset, which contains student mental health counseling conversations in Vietnamese.
In this version, 10,000 randomly sampled rows from the original dataset have been translated into English using Google Translator, making the data more accessible for English-speaking researchers and developers.
Dataset Details… See the full description on the dataset page: https://huggingface.co/datasets/arafatanam/Student-Mental-Health-Counseling-10K.vn-provinces-university-students
Vietnam provinces university students
Vietnam provinces university students. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (410 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (54 rows)
data/regions.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-university-students.student-depression-analysis
Assignment #1: EDA & Dataset
Predicting and Preventing Student Depression
Student: Amit GoodmanProgram: Economics & Entrepreneurship, Reichman University (RUNI)Date: March 2026
Project Overview
In this project, I explore the "Student Depression Dataset" to build a narrative around student well-being. By analyzing academic pressure, financial stress, and lifestyle habits, I aim to identify predictable risk factors and uncover actionable protective… See the full description on the dataset page: https://huggingface.co/datasets/urmah/student-depression-analysis.students-coding-questions-from-ai-assistant
Dataset Documentation
Overview
This dataset contains 6776 questions asked by students from CodeAid, an AI coding assistant, during a C programming class over a 12-week semester from January to April 2023. The course did not allow the use of ChatGPT, but CodeAid was permitted. CodeAid, powered by GPT-3, did not directly disclose code solutions even when requested by students. Instead, it functioned like a teaching assistant, providing scaffolded responses in natural… See the full description on the dataset page: https://huggingface.co/datasets/majeedkazemi/students-coding-questions-from-ai-assistant.student-burnout-analysis-2026adilshamim8_predict-students-dropout-and-academic-success
Student Dropout & Success Prediction Dataset
Classify dropout, enrolled, or graduate status using 36 student features
Dataset Info
Source: Kaggle
Original Size: 0.10 MB
Kaggle Downloads: 5,519
Files: 1
Files
students_dropout_academic_success.csv
Mirrored from Kaggle
Student-Mental-Health-Counseling-100K
Student Mental Health Counseling 100K
Dataset Overview
This dataset is derived from the original chillies/student-mental-health-counseling-vn dataset, which contains student mental health counseling conversations in Vietnamese.
In this version, the first 100,000 rows from the original dataset have been translated into English using Google Translator, making the data more accessible for English-speaking researchers and developers.
Dataset Details
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/arafatanam/Student-Mental-Health-Counseling-100K.student-mh-counseling-bilingual
Student Mental Health Counseling Dataset
This dataset contains approximately 200,000 bilingual question–answer pairs related to student mental health counseling.It is intended for research and development of natural language processing (NLP) models that can assist in supportive counseling, dialogue systems, and educational mental health applications.
Dataset Summary
Size: ~200k rows
Languages: Bilingual (English and English)
Columns:
question: A student’s query… See the full description on the dataset page: https://huggingface.co/datasets/Kush26/student-mh-counseling-bilingual.university-students-complaints
University Students Complaints Dataset
A labeled dataset of 332 real-world complaints collected from university students across multiple departments. Each complaint is annotated with category, severity, responsible departments, and fine-grained aspect labels — making it suitable for multi-label text classification, severity prediction, and department routing tasks.
Dataset Summary
University students regularly raise concerns about infrastructure, academics, technical… See the full description on the dataset page: https://huggingface.co/datasets/alaminxpro/university-students-complaints.Student-Mental-Health-Counseling-EN
Student Mental Health Counseling (EN)
Dataset Overview
This dataset is the final cleaned and filtered version in a three-step pipeline
that started with the original Vietnamese counseling dataset.
Step
Dataset
Rows
1. Original
chillies/student-mental-health-counseling-vn
750,169
2. Translated
arafatanam/Student-Mental-Health-Counseling-750K
750,169
3. Filtered (this dataset)
arafatanam/Student-Mental-Health-Counseling-EN
52,254
The goal of this… See the full description on the dataset page: https://huggingface.co/datasets/arafatanam/Student-Mental-Health-Counseling-EN.Student-Mental-Health-Counseling-20K
Student Mental Health Counseling 20K
Dataset Overview
This dataset is derived from the original chillies/student-mental-health-counseling-vn dataset, which contains student mental health counseling conversations in Vietnamese.
In this version, 20,000 randomly sampled rows from the original dataset have been translated into English using Google Translator, making the data more accessible for English-speaking researchers and developers.
Dataset Details… See the full description on the dataset page: https://huggingface.co/datasets/arafatanam/Student-Mental-Health-Counseling-20K.Student-Mental-Health-Counseling-50K
Student Mental Health Counseling 50K
Dataset Overview
This dataset is derived from the original chillies/student-mental-health-counseling-vn dataset, which contains student mental health counseling conversations in Vietnamese.
In this version, the first 50,000 rows from the original dataset have been translated into English using Google Translator, making the data more accessible for English-speaking researchers and developers.
Dataset Details
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/arafatanam/Student-Mental-Health-Counseling-50K.student-grades-demo
Student Grades Demo Dataset
This dataset contains student grades data with both true labels and noisy (corrupted) labels.
Dataset Description
The dataset includes:
Student exam scores (exam_1, exam_2, exam_3)
Notes field
True letter grades (letter_grade)
Noisy/corrupted letter grades (noisy_letter_grade)
This is useful for demonstrating and validating label error detection methods.
Usage
import pandas as pd
# Load the dataset
df =… See the full description on the dataset page: https://huggingface.co/datasets/Cleanlab/student-grades-demo.algozee_student
Can We Predict Student Success?
A comprehensive dataset for analyzing and predicting student academic success
Dataset Info
Source: Kaggle
Original Size: 0.11 MB
Kaggle Downloads: 458
Files: 1
Files
student_performance_interactions.csv
Mirrored from Kaggle
africa-synth-education-student-attendance-patterns-africa-all
Africa Synth Education Student Attendance Patterns Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: education - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/dazai28/africa-synth-education-student-attendance-patterns-africa-all.Student-Mental-Health-Counseling-750K
Student Mental Health Counseling 750K
Dataset Overview
This dataset is derived from the original chillies/student-mental-health-counseling-vn dataset, which contains student mental health counseling conversations in Vietnamese.
In this version, the entire dataset (750,169 rows) has been translated from Vietnamese to English, making the data fully accessible for English-speaking researchers and developers worldwide.
Dataset Details
Dataset Name:… See the full description on the dataset page: https://huggingface.co/datasets/arafatanam/Student-Mental-Health-Counseling-750K.Banking-77-OptimizedStudent_Performancealdinwhyudii_student-depression-and-lifestyle-100k-data
Student Depression & Lifestyle (100k Data)
A large-scale dataset for analyzing the impact of habits on mental health & acad
Dataset Info
Source: Kaggle
Original Size: 1.25 MB
Kaggle Downloads: 3,484
Files: 1
Files
student_lifestyle_100k.csv
Mirrored from Kaggle
student-performancenlp-assignment-news-data
Dataset Structure
Data Instances
{
"headline": "string",
"label": "string"
}
Data Fields
The data fields are:
headline: a string feature.
label: a classification label, with possible values including positive, negative and neutral.
Data Splits
The nlp-assignment-news-data dataset has 3 splits: train, validation, and test.
How to use it
from datasets import load_dataset
# This download train, validation and test sets.
ds =… See the full description on the dataset page: https://huggingface.co/datasets/hamza-student-123/nlp-assignment-news-data.student-burnout-analysis2026
🔥 Predicting Academic Burnout: A Multivariate Analysis of Student Stressors
Exploring how financial pressure, family expectations, and social support shape burnout in university students.
Project Overview & Data Walkthrough
📋 Abstract
Academic burnout is an increasingly recognized phenomenon with far-reaching consequences for student wellbeing and performance. This study investigates the relationship between external… See the full description on the dataset page: https://huggingface.co/datasets/The-Manzz/student-burnout-analysis2026.student_email_priority_dataset_v2