datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fast-food-floor-waste-grasping-training-set-next-pack-9f7b7681-1106dcde
Fast-Food Cleaning Robot — Floor Mess Dataset
Training dataset for a cleaning robot operating in fast-food-style food-service spaces (break areas / dining). Scenes are staged in break-area environments cluttered with food-service furnishings and food items (pizza, grocery food, cups, spoons) so the robot learns to perceive and act on mess. Covers detection, grasping, navigation, obstacle avoidance and pick-and-place. Renders are 1024x1024 with RGB plus albedo, metric depth and… See the full description on the dataset page: https://huggingface.co/datasets/physicl-community/fast-food-floor-waste-grasping-training-set-next-pack-9f7b7681-1106dcde.agibot-sim-clear-the-countertop-wasteThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "a2d",
"total_episodes": 90,
"total_frames": 129580,
"total_tasks": 1,
"total_videos": 270,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30.0,
"splits": {
"train": "0:90"
},
"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/bot-pi/agibot-sim-clear-the-countertop-waste.26052026-yambox-dispose-food-wasteThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_yam_follower",
"total_episodes": 5,
"total_frames": 15516,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/cortexairobot/26052026-yambox-dispose-food-waste.eval_smolvla_cleartray_11k_wasteThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 10,
"total_frames": 5373,
"total_tasks": 1,
"total_videos": 30,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:10"
},
"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/JiabinQ/eval_smolvla_cleartray_11k_waste.vn-provinces-hazardous-waste-treatment
Vietnam hazardous waste collection and treatment
Vietnam hazardous waste collection and treatment. 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
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Comparison
Color key
Files
provinces (23 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (6 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-hazardous-waste-treatment.vn-provinces-industrial-cluster-wastewater-treatment
Vietnam industrial cluster wastewater treatment
Vietnam industrial cluster wastewater treatment. 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 (182 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (18 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-industrial-cluster-wastewater-treatment.vn-provinces-solid-waste-treated-per-day
Vietnam solid waste collected/treated per day
Vietnam solid waste collected/treated per day. 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 (368 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (36 rows)
data/regions.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-solid-waste-treated-per-day.africa-owid-share-waste-collected
Share Waste Collected | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - 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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-share-waste-collected.europe-unsdg-proportion-of-electronic-waste-collected-en-ewt-collrcollect_wasteThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 10,
"total_frames": 16930,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:10"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/12e21/collect_waste.europe-unsdg-electronic-waste-collected-per-capita-kg-en-ewt-collpcapwasteloop-sample-scenarios
WasteLoop Sample Scenarios
Synthetic waste network scenarios for the WasteLoop circular waste collection and processing optimizer.
Contents
sample_*.json — Full optimization results per sector/demand scenario
eval_results.json — Benchmark metrics across scenarios
manifest.json — Dataset manifest
space-bundle/ — Gradio console for local or manual deployment
Sectors
Municipal, Factory, Hospital, E-Commerce, Packaging, Electronics, Construction, Food… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/wasteloop-sample-scenarios.europe-unsdg-municipal-waste-collected-tonnes-en-mwt-collveurope-unsdg-electronic-waste-collected-tonnes-en-ewt-collvafrica-owid-parties-to-multilateral-agreements-on-hazardous-waste
Parties To Multilateral Agreements On Hazardous Waste | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-parties-to-multilateral-agreements-on-hazardous-waste.africa-synth-mental-health-solid-waste-management-health-all
Solid Waste Management & Health (SSA) | 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-mental-health-solid-waste-management-health-all.waste-classification-v3asia-who-severe-wasted-prevalence-among-children-under-5-years-of-age
Severe wasted prevalence among children under 5 years of age (% weight-for-height <-3 SD), survey-based estimates | Asia (WHO GHO)
🌏 19,170 observations · 44 Asia countries · 1987–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 19,170 observations of Severe wasted prevalence among children under 5 years of age (% weight-for-height <-3 SD), survey-based estimates data across 44 Asia countries, spanning 1987–2024, covering 1 distinct… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-severe-wasted-prevalence-among-children-under-5-years-of-age.europe-who-wasted-numbers-among-children-under-5-years-of-age
Wasted numbers among children under 5 years of age (millions), model-based estimates | Europe (WHO GHO)
🇪🇺 84 observations · 25 Europe countries · 1991–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 84 observations of Wasted numbers among children under 5 years of age (millions), model-based estimates data across 25 Europe countries, spanning 1991–2023, covering 1 distinct indicators.
About the source
Source: WHO… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-wasted-numbers-among-children-under-5-years-of-age.waste-classificationasia-who-wasted-numbers-among-children-under-5-years-of-age
Wasted numbers among children under 5 years of age (millions), model-based estimates | Asia (WHO GHO)
🌏 366 observations · 45 Asia countries · 1986–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 366 observations of Wasted numbers among children under 5 years of age (millions), model-based estimates data across 45 Asia countries, spanning 1986–2024, covering 1 distinct indicators.
About the source
Source: WHO Global… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-wasted-numbers-among-children-under-5-years-of-age.africa-synth-mental-health-e-waste-flows-all
African E-Waste Flows | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-mental-health-e-waste-flows-all.africa-who-severe-wasted-prevalence-among-children-under-5-years-of-age
Africa — WHO GHO: Severe wasted prevalence among children under 5 years of age (% weight-for-height <-3 SD), survey-based estimates | Africa (World Health Organization)
Size category: 10K<n<100K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-severe-wasted-prevalence-among-children-under-5-years-of-age.asia-unsdg-municipal-waste-treated-by-type-of-treatment-tonnes-en-mwt-treatvdog-waste-bag-prices-raw-dataset-2026
11,198 raw U.S. dog waste bag price observations across 12 ZIP markets and 29 days.
Dog Waste Bag Prices Raw Dataset (2026)
Analyze 11,198 unaggregated product-level listed retail prices for dog waste bags across 12 U.S. ZIP markets from July 13 through August 10, 2026. The single analysis-ready CSV preserves titles, dates, geography, package quantities, listed prices, and a source-neutral comparable-price field.
What “raw” means here: unaggregated product-level observations… See the full description on the dataset page: https://huggingface.co/datasets/costinflation/dog-waste-bag-prices-raw-dataset-2026.waste-classification-v2
Dataset Card for Dataset Name
Dataset Summary
Dataset used to train a language model to do classification on 50 different waste classes.
Languages
English
Dataset Structure
Data Instances
Phrase
Class
Index
"I have this apple phone charger to throw, where should I put it ?"
PHONE CHARGER
26
"Should I recycle a disposable cup ?"
Plastic Cup
32
"I have a milk brick"
Tetrapack
45
Data Fields
Phrase
Class… See the full description on the dataset page: https://huggingface.co/datasets/thomasavare/waste-classification-v2.asia-owid-plastic-waste-trade
Plastic Waste Trade | Asia (Our World in Data)
🌏 989 observations · 46 Asia countries · 1988–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 989 observations of Plastic Waste Trade data across 46 Asia countries, spanning 1988–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Plastic Waste Trade
Geographic coverage
46 Asia countries · top rows shown below… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-plastic-waste-trade.F1-driver-car-harmonic-efficiency-and-energy-waste-mapping-v0.1What this dataset tests
Whether a system can detectharmonic inefficiency in driver-car coupling.
Focus
Overcorrection loopsoscillation signaturesenergy leaksegment efficiency rank
Required outputs
harmonic waste index
correction loop density
oscillation signature type
energy leak score
efficiency rank by segment
All scores0 to 1
Highermeans more waste.
africa-south-africa-unauthorised-irregular-fruitless-and-wasteful-expenditure-c505220d
Unauthorised Irregular Fruitless and Wasteful Expenditure | Africa (National Treasury, South Africa)
8,001 rows - 1 Africa country/area - 2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 8,001 rows from National Treasury, South Africa, covering Unauthorised Irregular Fruitless and Wasteful Expenditure. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-unauthorised-irregular-fruitless-and-wasteful-expenditure-c505220d.africa-unsdg-hazardous-waste-generated-per-unit-of-gdp-kilograms-per-en-haz-gengdp
Africa Unsdg Hazardous Waste Generated Per Unit of Gdp Kilograms Per En Haz Gengdp | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-hazardous-waste-generated-per-unit-of-gdp-kilograms-per-en-haz-gengdp.