datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
caml-animal-discourse-2020-present
Reddit Animal-Discourse Corpus — CLEANED (2020–present)
Submissions and comments from animal-relevant subreddits, gathered via
PullPush.io, covering January 2020 to the present.
Built as part of research on AI-mediated value lock-in in human animal-welfare
discourse.
Coverage
Subreddit
Submissions
Comments
Date range (submissions)
r/AnimalRights
15,719
34,686
2020-01-01 → 2025-05-19
r/AntiVegan
17,252
182,890
2020-01-01 → 2025-05-19
r/AskVegans
4… See the full description on the dataset page: https://huggingface.co/datasets/CompassioninMachineLearning/caml-animal-discourse-2020-present.reddit-animal-discourse-2016-present-pretau
Reddit Animal Discourse 2016-present — Pre-ChatGPT Participants
Subset of CompassioninMachineLearning/reddit-animal-discourse-2016-present restricted to hashed authors whose first comment in the corpus
predates ChatGPT (2022-11-30). Robustness arm: isolates established human participants from
the post-2022 LLM-bot / karma-farm wave. Kept 4,852,036 of 6,221,220 records
(78.0%) from 343,756 pre-ChatGPT authors.
author_first_seen.parquet maps every hashed author to first-seen date… See the full description on the dataset page: https://huggingface.co/datasets/CompassioninMachineLearning/reddit-animal-discourse-2016-present-pretau.animal_dataset
Animal Dataset from COCO
This dataset contains animal images extracted from the COCO 2017 training set, with two download configurations available.
Dataset Configurations
1. Metadata Configuration (Small Download)
The metadata configuration contains only text metadata and image URLs - no image bytes. This is ideal for quick exploration and when you want to download images yourself.
from datasets import load_dataset
# Load full metadata dataset… See the full description on the dataset page: https://huggingface.co/datasets/nirmalendu01/animal_dataset.reddit-animal-discourse-2016-present
Reddit Animal Discourse (2016-present)
Treatment arm of the value-lock-in study, extended back to Jan 2016 to give a long pre-ChatGPT baseline for event-study leads/lags (parallel-trends test) and in-time placebo breakpoints (2017/2018/2019). 2020-present is the authoritative clean+dedup corpus; 2016-2019 is a 2,500/month-capped backfill, cleaned and deduped to the same rule. Authors salted-hashed.
Pairs with the other arm for difference-in-differences / event-study analysis… See the full description on the dataset page: https://huggingface.co/datasets/CompassioninMachineLearning/reddit-animal-discourse-2016-present.Stuffed_Animal_V3.0
Stuffed_Animal_V3.0
This dataset was generated using a phospho starter pack.
This dataset contains a series of episodes recorded with a robot and multiple cameras. It can be directly used to train a policy using imitation learning. It's compatible with LeRobot and RLDS.
Stuffed_Animal_V4.1_3cam_Normal_bboxes
Stuffed_Animal_V4.1_3cam_Normal
This dataset was generated using a phospho starter pack.
This dataset contains a series of episodes recorded with a robot and multiple cameras. It can be directly used to train a policy using imitation learning. It's compatible with LeRobot and RLDS.
stuffed_animal_distractorsThis dataset was created using my fork of LeRobot.
Joint calibration
Joint calibration for the featured SO-101 is on Github
Dataset Structure
meta/info.json:
reddit-animal-discourse-pretau-users
Animal Discourse — Pre-ChatGPT Participants (robustness arm)
Subset of CompassioninMachineLearning/reddit-animal-discourse-2020-present restricted to hashed authors whose first comment in the corpus
predates ChatGPT's launch (2022-11-30). These users were demonstrably engaged in
animal discourse before AI chatbots existed, so they cannot be the post-2022 LLM-bot /
karma-farm wave. Use as the robustness arm of the diversity/kink analysis: "among
people already in the conversation… See the full description on the dataset page: https://huggingface.co/datasets/CompassioninMachineLearning/reddit-animal-discourse-pretau-users.stuffed_animal_moving_bowlThis dataset was created using my fork of LeRobot.
Joint calibration
Joint calibration for the featured SO-101 is on Github
Dataset Structure
meta/info.json:
animals-infoafrica-synth-livestock-brucellosis-human-animal-all
Brucellosis Human-Animal Interface | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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/africa-synth-livestock-brucellosis-human-animal-all.2026-animaldescription-text-dataset
Animal Descriptions Dataset
pcwoods/2026-animaldescription-text-dataset
This dataset contains descriptions of various popular zoo animals labeled by type.
Types are limited to Mammal, Bird, or Reptile for simplicity.
Source
Descriptions were hand-written based on popular zoo animals from https://zootrack.me/animals/popular. Facts about each animal for descriptions were identified using AI tools.
Fields
Field
Meaning
description
Text… See the full description on the dataset page: https://huggingface.co/datasets/pcwoods/2026-animaldescription-text-dataset.animalspeak-pseudovox
AnimalSpeak Pseudovox
This dataset contains 346,907 short, silence-trimmed animal vocalization clips from the train-unseen split. WAV audio is included in data-20k/train-*.tar.
Quick start
from datasets import load_dataset
metadata = load_dataset("iclr2027anon/animalspeak-pseudovox", split="train")
Download and extract the TAR shards from data-20k/. Load a row's WAV from audio/<audio_name>.
Metadata
Column
Meaning
id
Clip ID: pseudovox_… See the full description on the dataset page: https://huggingface.co/datasets/iclr2027anon/animalspeak-pseudovox.aaronschlegel_austin-animal-center-shelter-outcomes-and
Austin Animal Center Shelter Outcomes
30,000 shelter animals
Dataset Info
Source: Kaggle
Original Size: 3.24 MB
Kaggle Downloads: 9,138
Files: 2
Files
aac_shelter_cat_outcome_eng.csv
aac_shelter_outcomes.csv
Mirrored from Kaggle
africa-egypt-capmas-animal-and-poultry-diseases-178bc3c0
Animal and Poultry Diseases | Africa (CAPMAS Egypt Open Data)
10,517 rows - 1 Africa country/area - 2010-2023 - 88 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 10,517 rows from CAPMAS Egypt Open Data, covering Animal and Poultry Diseases. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Health datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-animal-and-poultry-diseases-178bc3c0.wordscapes-wildlife-animals-stats
Wordscapes Wildlife Animals — Complete Stats
Complete statistics for all 66 collectible Wildlife animals in Wordscapes (PeopleFun), including the June 2026 update that extended the Blue and Green egg groups to Level 10.
Files
wordscapes_wildlife_animals.csv — one row per animal: rarity tier, egg groups, activity duration, activities before sleep, sleep hours, max level, bonus type, coin cost per activity, star animal flag.
wordscapes_wildlife_levels.csv — one row… See the full description on the dataset page: https://huggingface.co/datasets/PopKornmm/wordscapes-wildlife-animals-stats.africa-owid-animals-slaughtered-for-meat
Animals Slaughtered For Meat | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-animals-slaughtered-for-meat.put_the_stuffed_animal_in_the_bowlThis dataset was created using my fork of LeRobot.
Joint calibration
Joint calibration for the featured SO-101 is on Github
Dataset Structure
meta/info.json:
africa-sahel-prediction-dead-animals-by-ach-gis4tech
Sahel Prediction Death Animals | Africa (original)
Size category: 10K<n<100K - Formats: parquet - 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 datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sahel-prediction-dead-animals-by-ach-gis4tech.openart-animals
OpenArt — Animals & the Natural World
openart-animals is the animals subject collection of the OpenArt family
of open, public-domain art datasets: 31,511 works (15,920 paintings/illustrations · 15,407
photographed objects · 184 unclassified), each paired with a structured VLM caption plus
medium, attribution and inscription metadata.
Fauna and the natural world across every medium — birds, beasts, fish and insects painted and drawn, but also carved, cast, glazed and woven into… See the full description on the dataset page: https://huggingface.co/datasets/jaddai/openart-animals.africa-owid-animal-protein-consumption
Animal Protein Consumption | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - 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/electricsheepafrica/africa-owid-animal-protein-consumption.asia-owid-daily-protein-supply-of-animal-origin-vs-plant-origin
Daily Protein Supply Of Animal Origin Vs Plant Origin | Asia (Our World in Data)
🌏 2,441 observations · 47 Asia countries · 1961–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,441 observations of Daily Protein Supply Of Animal Origin Vs Plant Origin data across 47 Asia countries, spanning 1961–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Daily Protein Supply Of… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-daily-protein-supply-of-animal-origin-vs-plant-origin.wait_then_stuffed_animal_pick_placeThis dataset was created using my fork of LeRobot.
Joint calibration
Joint calibration for the featured SO-101 is on Github
Dataset Structure
meta/info.json:
asia-owid-land-animals-slaughtered-for-meat
Land Animals Slaughtered For Meat | Asia (Our World in Data)
🌏 2,789 observations · 48 Asia countries · 1961–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,789 observations of Land Animals Slaughtered For Meat data across 48 Asia countries, spanning 1961–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Land Animals Slaughtered For Meat
Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-land-animals-slaughtered-for-meat.africa-crops-and-livestock-products-milk-animals
Crops and livestock products — Milk Animals | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-crops-and-livestock-products-milk-animals.africa-owid-animal-protein-vs-gdp
Animal Protein Vs Gdp | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - 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-owid-animal-protein-vs-gdp.asia-owid-animals-slaughtered-for-meat
Animals Slaughtered For Meat | Asia (Our World in Data)
🌏 2,789 observations · 48 Asia countries · 1961–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,789 observations of Animals Slaughtered For Meat data across 48 Asia countries, spanning 1961–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Animals Slaughtered For Meat
Geographic coverage
48 Asia… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-animals-slaughtered-for-meat.africa-synth-agriculture-animal-health-veterinary-nigeria
Africa Synth Agriculture Animal Health Veterinary Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-agriculture-animal-health-veterinary-nigeria.europe-owid-land-animals-slaughtered-for-meat
Land Animals Slaughtered For Meat | Europe (Our World in Data)
🇪🇺 1,923 observations · 39 Europe countries · 1961–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,923 observations of Land Animals Slaughtered For Meat data across 39 Europe countries, spanning 1961–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Land Animals Slaughtered For Meat… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-land-animals-slaughtered-for-meat.stuffed_animal_bowl_to_tableThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 50,
"total_frames": 56038,
"total_tasks": 2,
"total_videos": 100,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/olingoudey/stuffed_animal_bowl_to_table.