datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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-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.fbref_football_player_performance_2024-2025
FBref Football Player Performance Dataset (2024-2025 Season)
Dataset Description
This dataset contains comprehensive performance statistics for 2273 professional football players during the 2024-2025 season. Sourced from FBref, it includes both traditional metrics (goals, assists) and advanced analytics (xG, xAG, progressive actions) across top European leagues.
Curated by: FBref
License: Publicly available football statistics (check FBref terms for redistribution)… See the full description on the dataset page: https://huggingface.co/datasets/alaa1234ah/fbref_football_player_performance_2024-2025.marketing-campaign-performance-200k
Marketing Campaign Performance Dataset (200k)
Mirror de Kaggle: Marketing Campaign Performance Dataset (manishabhatt22), 200.000 filas de campañas de marketing (verificado: rango de fechas 2021-01-01 a 2021-12-31, no dos años como dice la card de Kaggle). Subido aquí para poder cargarlo con datasets.load_dataset() sin credenciales de Kaggle.
Contenido
data/marketing_campaign_dataset.csv — 200.000 filas, ~27 MB, 16 columnas.
data/data_dictionary.md — descripción… See the full description on the dataset page: https://huggingface.co/datasets/federicomoreno/marketing-campaign-performance-200k.fbref_football_player_performance_2024-2025
FBref Football Player Performance Dataset (2024-2025 Season)
Dataset Description
This dataset contains comprehensive performance statistics for 2273 professional football players during the 2024-2025 season. Sourced from FBref, it includes both traditional metrics (goals, assists) and advanced analytics (xG, xAG, progressive actions) across top European leagues.
Curated by: FBref
License: Publicly available football statistics (check FBref terms for redistribution)… See the full description on the dataset page: https://huggingface.co/datasets/3zden/fbref_football_player_performance_2024-2025.b2b-digital-marketing-performance-benchmarks
B2B & Ecommerce Performance Marketing Benchmarks
Maintained and published by Datametrik — Performance Marketing and Growth Agency.
bnpl-credit-performanceusace-waterway-lock-performance
USACE Waterway Lock Inventory — Free
Complete inventory available free.
The complete 234-row physical lock inventory is available free on Hugging Face.
Verified coverage: 26 states and 60 waterways; age reference year 2024.
Records: 234 lock records; 56 fields.
This repository contains the complete public CSV: 234 rows and 56 fields. No paid purchase is needed.
Limitations
This is a physical inventory, not traffic, throughput, delay or performance history.… See the full description on the dataset page: https://huggingface.co/datasets/claritystorm/usace-waterway-lock-performance.Sorting-Algorithms-Performance-Metrics
Sorting Algorithms Benchmark Dataset (Array Size: 1000)
A benchmark dataset comparing execution time, memory usage, and comparison counts of various sorting algorithms (Bubble Sort, Selection Sort, Insertion Sort, Merge Sort, Quick Sort, Heap Sort, Odd-Even Sort) on arrays of size 1000. Each algorithm was run 100 times with randomized inputs to ensure statistical significance.
Dataset Details
Columns
run: Trial number (1-100 per algorithm).
algorithm:… See the full description on the dataset page: https://huggingface.co/datasets/ismielabir/Sorting-Algorithms-Performance-Metrics.Roll-Compactor-Control-Performance
Roll Compactor Control Performance: PID Tuning & Process Stability (Synthetic)
Version: 1.0
Publisher: Innovative Process Applications (IPA)
License: Creative Commons Attribution 4.0 International (CC BY 4.0)
Contact: Crestwood, IL, USA
This dataset is 100% synthetic and intended for educational use only.
It was generated from PID control theory applied to roll compaction process
dynamics — not measured on any real equipment, customer, or production batch.
What's in… See the full description on the dataset page: https://huggingface.co/datasets/IPA-Marketing/Roll-Compactor-Control-Performance.Student_Performanceafrica-synth-cement-brand-performance-all
Africa Synth Cement Brand Performance All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: infrastructure_transport - 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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-cement-brand-performance-all.clinical-quad-site-performance-signal-drift-oversight-lag-v0.1Clarus Clinical Quad Coupling Site Performance Signal Drift Oversight Lag v0.1
What this dataset isThis dataset tests whether a model can detect site-level performance drift driven by four interacting nodes.
Quad coupling nodes
Enrollment or reporting signal shift
Data capture or documentation gaps
Operational staffing or monitoring lag
Governance pressure such as reviews, incentives, or interim analyses
Input
One site vignette
OutputReturn strict JSON only.
Required output JSON… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-site-performance-signal-drift-oversight-lag-v0.1.africa-synth-energy-pv-performance-benchmarking-africa-benin
Africa Synth Energy Pv Performance Benchmarking Africa Benin | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: energy - 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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-pv-performance-benchmarking-africa-benin.datacenter-thermal-performance-coherence-risk-v0.1What this repo is for
Detect when heat and performance start to decouple.
Focus
• hotspot temperature vs throttling
• cooling margin vs p95 latency stability
• fan headroom vs sustained load
• early drift before alarms and shutdowns
Why it matters
Many outages are preceded by thermal drift.
Operators see it as “random latency.”
This dataset turns it into an early warning signal.
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.Employee_Performance_Salarystudent-performancedevto-war-story-performance
Dev.to War-Story Performance Dataset
941 articles published on dev.to under the @whoffagents account, spanning April 2026. Includes title, tags, engagement metrics, and reading time.
Why this exists
We run an agentic content pipeline that publishes developer war-stories daily. This dataset captures real performance data across article formats to answer: what titles and tags actually get reactions on dev.to?
Preliminary finding: war-story framing ("I did X and here's what… See the full description on the dataset page: https://huggingface.co/datasets/WH0FF/devto-war-story-performance.student-performance-dataafrica-synth-trade-port-throughput-performance-all
African Port Throughput Performance | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: infrastructure_transport - 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 Covers
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-trade-port-throughput-performance-all.africa-synth-energy-utility-financial-performance-all
Africa Synth Energy Utility Financial Performance All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: energy - 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 Covers
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-utility-financial-performance-all.stability-over-performance-v0.1
What this dataset does
This dataset tests whether a model can reject performance gains that damage stability.
The task is simple:
Given a scenario and a stability-over-performance claim, predict whether the claim is supported.
Core stability idea
Performance is not the same as stability.
A system can become faster, cheaper, or more productive while becoming more fragile.
A performance gain should be rejected when it weakens safeguards, removes checks, hides failure… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/stability-over-performance-v0.1.Quantum_Gate_Performance_Evaluation
🧪 Quantum Gate Performance Dataset
📘 Title:
Comprehensive Quantum Gate Performance Analysis: A Comparative Study of Noise and No-Noise Effects
📂 Dataset Description:
This repository contains benchmarking results for 13 quantum gates (e.g., H, CNOT, Toffoli) tested under noisy and noise-free conditions, based on 1000 simulation runs per gate configuration. Total 26000 rows and 13 columns.
📊 Features include:
Gate Type
Execution Time
Error Rate
Fidelity… See the full description on the dataset page: https://huggingface.co/datasets/ismielabir/Quantum_Gate_Performance_Evaluation.EMPLOYEE_PERFORMANCE_METRICSstudent-performance
Student Performance Dataset
Dataset Description
This dataset contains ten million synthetically generated student performance records, designed to mimic real-world educational data at the high-school level. It includes detailed demographic, socioeconomic, academic, behavioral, and school-context features for each student, suitable for benchmarking, machine learning, educational research, and exploratory data analysis.
File Information
Split
File Name… See the full description on the dataset page: https://huggingface.co/datasets/krishal07/student-performance.student-performance
Student Performance Dataset
Dataset Description
This dataset contains ten million synthetically generated student performance records, designed to mimic real-world educational data at the high-school level. It includes detailed demographic, socioeconomic, academic, behavioral, and school-context features for each student, suitable for benchmarking, machine learning, educational research, and exploratory data analysis.
File Information
Split
File Name… See the full description on the dataset page: https://huggingface.co/datasets/ErrorER123/student-performance.clinical-quad-site-performance-data-integrity-protocol-drift-power-loss-v0.1Clinical Quad Site Data Protocol Power Loss v0.1
Each row is a site week snapshot.
Core quad
Site performanceData integrityProtocol driftStatistical power
Target
label_power_loss_next_60d
Files
data/train.csvdata/tester.csvscorer.py
Evaluation
Run model on data/tester.csvReturn predictions row alignedScore with scorer.py
License
MIT
employee_performancedataset_mistral_instruct_commerce_operations-performance_best_practices_v1