datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Detection-for-Suicidesuicide_depression_detectionfinqa_suiteCSSR-S_labelled_suicidewatch_posts_reddit
Evaluating Reasoning LLMs for Suicide Screening with the Columbia-Suicide Severity Rating Scale
Full code and supplementary materials are available at https://github.com/av9ash/llm_cssrs_code.
License and Citation
This project is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.Any use or reuse of this work please cite the following:
@article{patil2025evaluating,
title={Evaluating Reasoning LLMs for Suicide Screening with the… See the full description on the dataset page: https://huggingface.co/datasets/av9ash/CSSR-S_labelled_suicidewatch_posts_reddit.suicidejuliet_test_suite_c_1_3
Dataset Card for the Juliet Test Suite 1.3
Dataset Summary
This Datasets contains all test cases from the NIST's Juliet test suite for the C and C++ programming languages. The dataset contains a benign and a defective implementation of each sample, which have been extracting by means of the OMITGOOD and OMITBAD preprocessor macros of the Juliet test suite.
Supported Tasks and Leaderboards
Software defect prediction, code clone detection.
Languages… See the full description on the dataset page: https://huggingface.co/datasets/LorenzH/juliet_test_suite_c_1_3.business-cost-matrix-scenario-suite
The Business Cost-Matrix Scenario Suite
Twenty real-shaped business decision problems, each with a cost matrix built from public
evidence instead of an assumed symmetric loss.
Cost-sensitive learning needs a cost matrix, and in practice that matrix is almost always invented.
Someone picks 5:1 or 10:1, and the experiment then measures the behaviour of the assumption rather
than the behaviour of the world. This dataset exists so nobody has to keep doing that.
Every non-zero cost… See the full description on the dataset page: https://huggingface.co/datasets/Nafeel123/business-cost-matrix-scenario-suite.lihkg-suicide-classificationsuicide-comments-es
Dataset Summary
The dataset consists of comments on Reddit, Twitter, and inputs/outputs of the Alpaca dataset translated to Spanish language and classified as suicidal ideation/behavior and non-suicidal.
Dataset Structure
The dataset has 10050 rows (777 considered as Suicidal Ideation/Behavior and 9273 considered Not Suicidal).
Dataset fields
Text: User comment.
Label: 1 if suicidal ideation/behavior; 0 if not suicidal comment.
Dataset Creation… See the full description on the dataset page: https://huggingface.co/datasets/somosnlp-hackathon-2023/suicide-comments-es.african-crop-suitability-shift
African Crop Suitability Shift Dataset | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: agriculture_food - 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/african-crop-suitability-shift.bridgenlp-suicide-telugu-englishSuicidePrediction
SuicidePrediction
tags: mental health, prediction, prevention
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'SuicidePrediction' dataset is designed to assist ML practitioners in building predictive models for suicide risk assessment. Each entry includes a brief text description of an individual's mental health status, followed by labels that indicate whether the individual is at high, moderate, or low risk of suicide based… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/SuicidePrediction.Suicide_RiskDataset Description:
Suicide Risk (100K Records)
This dataset contains 100,000 records with 9 attributes related to mental health factors and their correlation with suicide tendency. The dataset is designed for research in mental health, risk factor analysis, and predictive modeling of suicide tendencies.
Columns & Their Descriptions
Age (int) - Age of the individual.
Depression Severity (int) - A score indicating the severity of depression on a scale (higher values indicate more severe… See the full description on the dataset page: https://huggingface.co/datasets/ajaxxxx/Suicide_Risk.suitable-childhood-6292c3
suitable-childhood-6292c3
Synthetic products test data: 60 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at… See the full description on the dataset page: https://huggingface.co/datasets/sugja07/suitable-childhood-6292c3.transformed_Suicidal_ideationsuicide_searchvolumecritical-suit-050ad7
critical-suit-050ad7
Synthetic sensors test data: 55 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/yeongsugi/critical-suit-050ad7.juliet_test_suite_c_1_3
Dataset Card for the Juliet Test Suite 1.3
Dataset Summary
This Datasets contains all test cases from the NIST's Juliet test suite for the C and C++ programming languages. The dataset contains a benign and a defective implementation of each sample, which have been extracting by means of the OMITGOOD and OMITBAD preprocessor macros of the Juliet test suite.
Supported Tasks and Leaderboards
Software defect prediction, code clone detection.… See the full description on the dataset page: https://huggingface.co/datasets/lbk666/juliet_test_suite_c_1_3.SuicidalPatterns
SuicidalPatterns
tags: clustering, behavior analysis, psychological profiling
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description: The 'SuicidalPatterns' dataset is curated for researchers and practitioners in the field of mental health, aiming to provide insights into patterns and behaviors that might correlate with suicidal tendencies. The dataset is structured to facilitate clustering, behavior analysis, and psychological profiling… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/SuicidalPatterns.notas_suicidiosclinical-quad-dose-selection-suite-v0.1Clarus Clinical Quad Coupling Dose Selection Suite v0.1
What this dataset isThis dataset tests dose selection under four-node coupling pressure.
Quad coupling nodes
Patient biology and organ reserve
Exposure and metabolism constraints
Concomitant drugs and interaction risk
Governance constraints that limit changes or force holds
Input
One clinical vignette in prompt
OutputReturn strict JSON only.
Required output JSON keys
recommended_dose_mg
dose_schedule
hold_or_adjust… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-dose-selection-suite-v0.1.clinical-quad-early-safety-signal-detection-suite-v0.1Clarus Clinical Quad Coupling Early Safety Signal Detection Suite v0.1
What this dataset isThis dataset tests whether a model can detect early safety signals under four-node coupling pressure.
Quad coupling nodes
Observed biological signal pattern
Concomitant medication confounding
Operational measurement and reporting conditions
Governance constraints that force holds, pauses, or timing rules
Input
One vignette in prompt
OutputReturn strict JSON only.
Required output JSON keys… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-early-safety-signal-detection-suite-v0.1.ai-constitutional-harmlessness-drift-suite-v0.1
Goal
Detect when a model’s harmlessness behavior starts to erode.
Not just “did it refuse.”
Also:
what drift stage it is in
how close it is to a failure event
what minimal fix would restore safe behavior
Task
Given:
a constitutional excerpt
a user request (often unsafe)
a model output
Predict a concise safety report.
Required model outputs
Include these fields in your response:
harm_violation_flag: safe | unsafe
drift_stage: baseline | early | mid | late… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ai-constitutional-harmlessness-drift-suite-v0.1.clinical-quad-recruitment-coherence-mapping-suite-v0.1Clarus Clinical Quad Coupling Recruitment Coherence Mapping Suite v0.1
What this dataset isThis dataset tests whether a model can detect recruitment incoherence under four-node coupling pressure.
Quad coupling nodes
Biological eligibility definition
Concomitant medication or background therapy filters
Operational measurement and site process variance
Governance constraints limiting protocol flexibility
Input
One recruitment vignette
OutputReturn strict JSON only.
Required output… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-recruitment-coherence-mapping-suite-v0.1.suicide-rate-for-african-countries
Suicide Rate for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: health - 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
Health datasets help researchers examine… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/suicide-rate-for-african-countries.age-standardized-suicide-ratesby-sex-for-african-countries
Age Standardized Suicide Ratesby Sex for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: health - 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
Health datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/age-standardized-suicide-ratesby-sex-for-african-countries.twitter_extract_suicide_keywordsSuicide-Mortality-Rate-Per-100-000-Population-for-African-Countries
Suicide Mortality Rate Per 100 000 Population for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: health - 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
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Suicide-Mortality-Rate-Per-100-000-Population-for-African-Countries.Bangla_Suicidal_Posts_DatasetInsurance-Chatbot-Risk-and-Suitability-Harmless
Dataset Card for Risk and Suitability Harmless
Description
The test set is designed for evaluating the performance of an insurance chatbot in the insurance industry. With a focus on reliability, the chatbot undergoes a series of tests to ensure it provides accurate and trustworthy information. The test set contains various scenarios that fall under the harmless category, giving users the opportunity to assess the chatbot's ability to answer questions related to risk and… See the full description on the dataset page: https://huggingface.co/datasets/rhesis/Insurance-Chatbot-Risk-and-Suitability-Harmless.