datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Diversity
Sri Lanka Bird Diversity Dataset
Dataset Summary
The Sri Lanka Bird Diversity Dataset with Environmental and Climate Features is a large-scale biodiversity dataset containing 1,552,048 bird occurrence records covering 429 bird species across all 25 provinces of Sri Lanka.
The dataset integrates bird observation records with spatial, climatic, environmental, and land-cover variables extracted at each observation location. It provides a comprehensive resource for… See the full description on the dataset page: https://huggingface.co/datasets/Bird-Diversity/Diversity.SriLanka-Bird-Diversity-Dataset
Sri Lanka Bird Diversity Dataset
Dataset Summary
The Sri Lanka Bird Diversity Dataset with Environmental and Climate Features is a large-scale biodiversity dataset containing 1,552,048 bird occurrence records covering 429 bird species across all 25 provinces of Sri Lanka.
The dataset integrates bird observation records with spatial, climatic, environmental, and land-cover variables extracted at each observation location. It provides a comprehensive resource for… See the full description on the dataset page: https://huggingface.co/datasets/DilushaChandrasiri/SriLanka-Bird-Diversity-Dataset.japanchoice-2026-diversity-and-human-rightsExported: 2026-02-20
This dataset covers the topic of Diversity and Human Rights (多様性・人権) from the Japan Choice Polis platform. The conversation can be found at: https://polis.japanchoice.jp/3t4j7mpbm8
Data was exported from the database and provided by Nishio Hirokazu. It was gathered using the Polis software by The Computational Democracy Project (see: compdemocracy.org/polis and github.com/compdemocracy/polis).
diversity-focused-datasetDatasets for paper "Socio-Culturally Aware Evaluation Framework for LLM-Based Content Moderation" https://arxiv.org/abs/2412.13578
perspective-diversity-classification-v0.1
What this dataset does
This dataset tests whether a model can detect sufficient perspective diversity in analysis.
The task is simple:
Given a scenario and a perspective-diversity claim, predict whether the claim is supported.
Core stability idea
Analysis becomes fragile when it relies on one viewpoint, one role, one metric, or one layer of evidence.
Perspective diversity improves stability by including different system positions.
Useful perspectives may include:… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/perspective-diversity-classification-v0.1.t2i-diversity-gender-neutral-captionsThis dataset contains different synthetic captions for our image samples.
We have selected the best-performing caption set from our experiments, the random-length captions. Then, we have used Gemma-2-9b-it and instructed it to remove different genders from the captions. We obtained three sets from the original set, namly (i) all genders neutralized, (ii) only female gender neutralized, and (iii) only male gender neutralized. To this end, we have removed all gender indicative words such as… See the full description on the dataset page: https://huggingface.co/datasets/AIML-TUDA/t2i-diversity-gender-neutral-captions.Diversity_Equity_and_Inclusion
Diversity Equity and Inclusion Training & Evaluation Data
Dataset Overview
This dataset is designed to support training and evaluating AI models or educational programs in the areas of Diversity, Equity, and Inclusion (DEI). It contains 198 entries (approximately 716 KB in CSV format), each entry pairing a realistic instruction related to DEI scenarios or queries with a corresponding response that models an appropriate, inclusive answer. Alongside each question-answer… See the full description on the dataset page: https://huggingface.co/datasets/ktiyab/Diversity_Equity_and_Inclusion.enamine_diversityABX-HT-006_microbiome_diversity_collapse-v0.1ABX-HT-006 Microbiome Diversity Collapse
Purpose
Detect early microbiome collapse that predicts C. difficile risk.
Core pattern
host_stress_index high
abx_exposure_index high
microbiome_coherence_index drops
shannon_drop_vs_expected stays high
domination_rise_vs_expected stays high
later_cdiff_flag appears
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within series microbiome time course.
Required columns
row_id
series_id
timepoint_d
host_model
drug… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-HT-006_microbiome_diversity_collapse-v0.1.Diversity[Needs More Information]
Dataset Card for dei_article_sentiment
Dataset Summary
Diversity Equity and Inclusion related article title, content, url, sentiment and basis. Basis is a term I use to describe the underline topic related to diveristy I have four at the moment 1 = Gender, 2 = Race, 3 = Disability and 4 = Other.
Supported Tasks and Leaderboards
[Needs More Information]
Languages
English
Dataset Structure
Data Instances… See the full description on the dataset page: https://huggingface.co/datasets/deancgarcia/Diversity.diversitydiversity
Dataset Card for Dataset Name
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
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Shared by [optional]: [More Information Needed]
Language(s) (NLP): [More Information Needed]
License: [More Information Needed]
Dataset Sources [optional]
Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/farenassr/diversity.VS_Joke_Diversity_Test