datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
alitaqi000_world-university-rankings-2023
World University Rankings 2023
World University Rankings 2023 include 1,799 universities across 104 countries.
Dataset Info
Source: Kaggle
Original Size: 0.07 MB
Kaggle Downloads: 8,164
Files: 1
Files
World University Rankings 2023.csv
Mirrored from Kaggle
us-university-college-school-district-education-layoffs-warn-act-notices-daily
US university, college, school and education layoffs — the actual WARN Act filings, rebuilt every day
Last rebuilt: 2026-09-24. 1,165 layoff and closure notices filed by
universities and colleges, for-profit career schools and their campuses, private and charter schools, school districts where a state chose to publish them, Head Start and childcare providers, school-bus and campus contractors, and education publishers and online-learning companies with US state labor departments… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-university-college-school-district-education-layoffs-warn-act-notices-daily.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.vn-provinces-university-lecturers
Vietnam provinces university lecturers
Vietnam provinces university lecturers. 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 (409 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-lecturers.LearningChat_reflective_writing_vaults
AI활용성찰적글쓰기(2025-2) 학생별 옵시디언 볼트 공개용 데이터셋
한 줄 요약
2025-2학기 한림대학교 AI활용성찰적글쓰기 수업의 기말과제 제출물인 학생별 개인 Obsidian 볼트 묶음을 공개용 기준으로 문서화한 데이터셋입니다.
데이터셋 개요
샘플 단위: 학생별 옵시디언 볼트 묶음 1개
총 샘플 수: 46
메타데이터 파일: metadata.csv
공개용 식별 방식: student_001부터 student_046까지의 익명 샘플 ID
데이터 성격: 학생별 개인 지식관리 볼트 제출물 요약 메타데이터
이 데이터셋은 개별 노트를 독립 샘플로 다루지 않습니다. 각 샘플은 하나의 학생 제출 묶음이며, 개별 Markdown 노트, 이미지, PDF, Canvas 파일은 해당 샘플의 하위 구성요소로 취급합니다.
생성 배경
본 데이터셋은 한림대학교 2025-2학기 AI활용성찰적글쓰기 수업의 기말과제 제출물을… See the full description on the dataset page: https://huggingface.co/datasets/K-University-AIED/LearningChat_reflective_writing_vaults.Bank-ReviewNigerian Banks - Bank Reviews Dataset Collection
A comprehensive collection of customer reviews from Google Play Store (from app launch to 2024)
Access Bank - CSV File: access_reviews.csv
EcoBank - CSV File: ecoBank_reviews.csv
First Bank of Nigeria (FBN) - CSV File: fbn_reviews.csv
FCMB - CSV File: fcmb_reviews.csv
Fidelity Bank -… See the full description on the dataset page: https://huggingface.co/datasets/Federal-University-Lokoja/Bank-Review.cyber_drug_dataset
Digital Forensic Investigation Scenario Dataset: Online Drug Trafficking
This dataset is a comprehensive collection of digital artifacts and investigative reports designed for forensic research and education. It simulates a sophisticated Online Drug Trafficking scenario, covering the entire investigation lifecycle from initial intelligence gathering to suspect arrest and financial analysis.
Dataset Structure
The dataset is indexed via a standardized 7-column metadata… See the full description on the dataset page: https://huggingface.co/datasets/K-University-AIED/cyber_drug_dataset.LearningChat_ai_video_production
Hallym AI Video Production Practice 2025-2 Public Dataset
1. 데이터셋 개요
데이터셋명: 한림대학교 AI영상제작실습 2025-2 공개용 데이터셋
교과목명: AI영상제작실습
학기: 2025-2
생성 배경: 2025학년도 2학기 AI영상제작실습 수업에서 조별로 제작·제출한 AI 기반 영상 결과물을 공개용 데이터셋 형태로 정리한 것이다.
목적: 수업 기반 AI 영상 창작 결과물을 공개 아카이브 형태로 정리하고, 작품 단위 메타데이터를 함께 제공하기 위함이다.
2. 데이터셋 범위
총 작품 수: 20편
데이터 단위: 조별 제출 영상 1편 = metadata.csv 1행
포함 대상: 1조부터 20조까지 각 팀 폴더의 원본 MP4 1개
제외 대상:
보고서 파일(.pdf, .docx, .hwp)
라이선스 동의서 파일
AI제작콘텐츠 발표회 2025 출품작 폴더에 따로 복사된 중복 MP4… See the full description on the dataset page: https://huggingface.co/datasets/K-University-AIED/LearningChat_ai_video_production.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.turkish-university-mevzuat
Turkey University Regulation Data Collection
This dataset provides a comprehensive collection of regulatory documents of Turkish universities obtained from mevzuat.gov.tr.
It includes full texts of regulations with detailed publication information and unique identifiers.
Overview
Data Sources: mevzuat.gov.tr website
Technologies Used: Selenium, BeautifulSoup, Python
Data Formats: CSV
CSV Data Structure
Column
Description
Üniversite
Name of the… See the full description on the dataset page: https://huggingface.co/datasets/yusufbaykaloglu/turkish-university-mevzuat.university-of-utah-athlete-performance-analytics-v1This dataset contains longitudinal data collected over a period of four years from student athletes at the University of Utah. It includes a combination of physical, psychological, and performance-related metrics designed to support analytical research in sports performance, consistency, and athlete development.
🧠 Psychological Data Collection Methodology
Psychological metrics were collected using standardized self-report assessment instruments, including:
Structured Likert-scale… See the full description on the dataset page: https://huggingface.co/datasets/Rachin61/university-of-utah-athlete-performance-analytics-v1.online_fraud_dataset
Digital Forensic Investigation Scenario Dataset (Online Fraud)
This dataset is a structured collection of digital evidence for research in digital forensics and criminal investigation. It simulates a multi-stage Online Fraud (Voice Phishing) scenario. All metadata and evidence linkages are defined in the accompanying metadata.csv file.
Dataset Structure
The dataset features follow the exact structure of the provided metadata file, ensuring data integrity and consistency… See the full description on the dataset page: https://huggingface.co/datasets/K-University-AIED/online_fraud_dataset.attention_attrib_lm_universityLearningChat_accounting_ai_questions
공개용 회계입문 AI질문 이미지 데이터셋
이 데이터셋은 회계입문 수업의 AI질문 1회 과제 제출 이미지들을 공개용으로 문서화하기 위해 정리한 메타데이터 패키지다. 현재 폴더에 존재하는 6개 수집 배치 전체를 통합했으며, 공개 버전에서는 학생 실명과 원본 파일명을 직접 노출하지 않도록 비식별 규칙을 적용했다.
본 문서와 함께 제공되는 metadata.csv는 이미지 파일 1개당 1행을 가지는 인벤토리다. 실제 공개 배포 시 이미지 파일은 data/images/AIQ-XXXXXX.ext 형식으로 익명 재배치하는 것을 전제로 한다.
1. 데이터셋 범위
대상 과목: 회계입문
대상 과제: AI질문 1회
포함 범위: 현재 작업 폴더에 있는 6개 수집 배치 전체
레코드 단위: 이미지 파일 1개 = metadata.csv 1행
공개 버전 기준: 완전 비식별 전제
분반별 구성
section_id
익명 제출자 수
이미지 수… See the full description on the dataset page: https://huggingface.co/datasets/K-University-AIED/LearningChat_accounting_ai_questions.ner_universityhallym_AI_OpenDataset
Hallym Adult and Child Speech Dataset
This dataset contains speech recordings and transcriptions collected from adult and child speakers for AI-based speech and language research.
Dataset Overview
Total Records: 2,714
Speakers: 49 (adult: 25, child: 24)
Groups: adult, child
File Format: WAV (audio) + TXT (transcription)
Speaker Statistics
Group
Count
Gender
Age Range
Adult
25명
남/여
50~78세
Child
24명
남/여
3~8세
Dataset Fields… See the full description on the dataset page: https://huggingface.co/datasets/K-University-AIED/hallym_AI_OpenDataset.incoming-students-ma-dh-hse-university
Distribution of specializations in incoming master's students in digital methods in the humanities in HSE University
This dataset contains data on the specialization of applicants who applied to the digital humanities master's program at HSE University.
I have undertaken this collection of the data for my conference talk on February 2, 2024.
Description of the data and file structure
Dataset contains one table where the rows are specialties and the fields are years of… See the full description on the dataset page: https://huggingface.co/datasets/nevmenandr/incoming-students-ma-dh-hse-university.pig_butchering_dataset
Financial Transaction Dataset for Online Fraud Investigation
This dataset is a structured collection of digital financial evidence designed for research in digital forensics and anti-money laundering (AML). It simulates various bank account activities, including internet banking logs and personal profiles linked to an Online Fraud scenario.
Dataset Structure
The dataset features follow the exact 7-column structure of the provided metadata, ensuring data integrity and… See the full description on the dataset page: https://huggingface.co/datasets/K-University-AIED/pig_butchering_dataset.SQuad_University_of_Limerickpk-university-admissionsmersin-university-regulationsUniversity_Sleep_Datasetgovernment_and_private_university_informationsSri Lanka University Admission Datasets – Z-Score Cutoff Marks and Private University Information
Description:This repository contains two curated datasets related to university admissions in Sri Lanka:
Z-Score Cutoff Marks Dataset
A dataset of government university Z-score cutoff marks collected over multiple years.
Includes degree programs, universities, districts, and corresponding minimum Z-scores required for admission.
Private University Dataset
A collection of information… See the full description on the dataset page: https://huggingface.co/datasets/thenuka123/government_and_private_university_informations.University-Research-Publications-Dataset_SRM-2019-2024
📚 SRM Publications Dataset (2019-2024)
Instruction-Tuning Dataset for Academic Research & Publication Retrieval
🎯 Dataset Description
This dataset contains publication metadata from SRM Institute of Science and Technology spanning 2019-2024, formatted for instruction-following and question-answering tasks.
🔢 22,809 unique publications → 933,010 instruction-response pairs across 45 diverse instruction types
Perfect for training AI models to… See the full description on the dataset page: https://huggingface.co/datasets/ChaoticEconomist/University-Research-Publications-Dataset_SRM-2019-2024.Lecturer-Review
Dataset Card for Lecturer Reviews Dataset
A review of lectures from Federal University Lokoja
Dataset Details
Dataset Description
A Review done by students on the performance of certain lecturers in Federal University Lokoja
Curated by: Ogbuagu Francis
USA-Students-University-Datasetuniversity_questionsUniversity_athletic_performance_and_goal_orientation_dataset_2021-2024