datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
NDC-substancesNDC-substances-25Source Paper: https://arxiv.org/abs/1802.06916
Usage
from torch_geometric.datasets.cornell import CornellTemporalHyperGraphDataset
dataset = CornellTemporalHyperGraphDataset(root = "./", name="NDC-substances-25", split="train")
Citation
@article{Benson-2018-simplicial,
author = {Benson, Austin R. and Abebe, Rediet and Schaub, Michael T. and Jadbabaie, Ali and Kleinberg, Jon},
title = {Simplicial closure and higher-order link prediction},
year = {2018},
doi =… See the full description on the dataset page: https://huggingface.co/datasets/SauravMaheshkar/NDC-substances-25.NDC-substancesSource Paper: https://arxiv.org/abs/1802.06916
Usage
from torch_geometric.datasets.cornell import CornellTemporalHyperGraphDataset
dataset = CornellTemporalHyperGraphDataset(root = "./", name="NDC-substances", split="train")
Citation
@article{Benson-2018-simplicial,
author = {Benson, Austin R. and Abebe, Rediet and Schaub, Michael T. and Jadbabaie, Ali and Kleinberg, Jon},
title = {Simplicial closure and higher-order link prediction},
year = {2018},
doi =… See the full description on the dataset page: https://huggingface.co/datasets/SauravMaheshkar/NDC-substances.psychonautwiki-substances
PsychonautWiki Substances
314 psychoactive substances from PsychonautWiki with all 18 GraphQL fields. Each record contains the full structured data: dosing per route of administration, tolerance, effects, chemical/psychoactive class, addiction potential, toxicity, cross-tolerances, common names, interactions (uncertain/unsafe/dangerous), images, and reagent test results.
Columns
Column
Type
Description
name
string
Substance name
url
string… See the full description on the dataset page: https://huggingface.co/datasets/LeData/psychonautwiki-substances.liste-substanceserowid-substances
Erowid Substances
354 substance profiles from Erowid. Each record includes the substance name, vault (chemicals/pharms/plants/smarts), common names, chemistry, pharmacology, toxicity, legal status, and harm-reduction notes. Fields were enriched via LLM extraction from the rendered substance pages.
Columns
Column
Type
Description
name
string
Substance name
vault
string
Erowid vault category
common_names
list[string]
Alternative names
chemical_class… See the full description on the dataset page: https://huggingface.co/datasets/LeData/erowid-substances.drugs-and-substances-wiktionary-pronunciations
TigreGotico/drugs-and-substances-wiktionary-pronunciations
Rich entity dataset scraped by metadatarr
scraper wiktionary_pronunciations.
Part of the drugs-and-substances collection.
Rows: 1,200
Fields
term
language
ipa
wikitext_excerpt
wiktionary_url
source_wiktionary
Source
Generated by scrapers/wiktionary_pronunciations.py. See the metadatarr repo for the full
pipeline and scraper source code.
asia-owid-ozone-depleting-substances-index
Ozone Depleting Substances Index | Asia (Our World in Data)
🌏 1,465 observations · 47 Asia countries · 1986–2021 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,465 observations of Ozone Depleting Substances Index data across 47 Asia countries, spanning 1986–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Ozone Depleting Substances Index
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-ozone-depleting-substances-index.asia-owid-consumption-of-ozone-depleting-substances
Consumption Of Ozone Depleting Substances | Asia (Our World in Data)
🌏 1,465 observations · 47 Asia countries · 1986–2021 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,465 observations of Consumption Of Ozone Depleting Substances data across 47 Asia countries, spanning 1986–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Consumption Of Ozone Depleting Substances… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-consumption-of-ozone-depleting-substances.africa-mauritius-consumption-of-controlled-ozone-depleting-substances-by-se-13f6feeb
Consumption of Controlled Ozone Depleting Substances by Se | Africa (MDPA)
18 rows - 1 Africa country/area - 2005-2021 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 18 rows from MDPA, covering Consumption of Controlled Ozone Depleting Substances by Se. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-consumption-of-controlled-ozone-depleting-substances-by-se-13f6feeb.africa-mauritius-consumption-of-controlled-ozone-depleting-substances-by-ty-b6bada34
Consumption of Controlled Ozone Depleting Substances by Ty | Africa (MDPA)
14 rows - 1 Africa country/area - 2008-2021 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 14 rows from MDPA, covering Consumption of Controlled Ozone Depleting Substances by Ty. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-consumption-of-controlled-ozone-depleting-substances-by-ty-b6bada34.VAC286_with_substancesliste-des-medicaments-et-des-substances-dopantes
Liste des médicaments et des substances dopantes
Source
Source officielle : https://www.data.gouv.fr/datasets/liste-des-medicaments-et-des-substances-dopantes
Identifiant du jeu de données data.gouv.fr : 57d59986c751df097c97bae5
Slug data.gouv.fr : liste-des-medicaments-et-des-substances-dopantes
Licence indiquée dans les métadonnées data.gouv.fr : fr-lo
Structure Hugging Face
Un jeu de données data.gouv.fr = un dépôt Hugging Face
Une ressource… See the full description on the dataset page: https://huggingface.co/datasets/Data-Gouv-ML/liste-des-medicaments-et-des-substances-dopantes.africa-owid-consumption-of-ozone-depleting-substances
Consumption Of Ozone Depleting Substances | 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-consumption-of-ozone-depleting-substances.africa-owid-ozone-depleting-substances-index
Ozone Depleting Substances Index | 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-ozone-depleting-substances-index.europe-owid-ozone-depleting-substances-index
Ozone Depleting Substances Index | Europe (Our World in Data)
🇪🇺 484 observations · 16 Europe countries · 1986–2022 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 484 observations of Ozone Depleting Substances Index data across 16 Europe countries, spanning 1986–2022.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Ozone Depleting Substances Index
Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-ozone-depleting-substances-index.africa-mauritius-consumption-of-controlled-ozone-depleting-substances-by-se-39002d0a
Consumption of Controlled Ozone Depleting Substances by Se | Africa (MDPA)
131 rows - 1 Africa country/area - 2005-2021 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 131 rows from MDPA, covering Consumption of Controlled Ozone Depleting Substances by Se. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-consumption-of-controlled-ozone-depleting-substances-by-se-39002d0a.VAC286_with_substances_S1VAC286_with_substances_S2VAC286_with_substances_S3paot-2022-2027-actions-prevues-en-bretagne-industrie-reduction-des-rejets-substances-non-dangere
PAOT 2022-2027 - Actions prévues en Bretagne - Industrie / Réduction des rejets (substances non-dangereuses)
[!NOTE]
Ce jeu de données Hugging Face est vide. Cette carte sert seulement à référencer le jeu de données PAOT 2022-2027 - Actions prévues en Bretagne - Industrie / Réduction des rejets (substances non-dangereuses) qui est disponible à l'adresse https://www.data.gouv.fr/datasets/68cbc431df952493fcc0bcf3
Description
Ensemble des actions des PAOT des quatre… See the full description on the dataset page: https://huggingface.co/datasets/french-open-data/paot-2022-2027-actions-prevues-en-bretagne-industrie-reduction-des-rejets-substances-non-dangere.africa-mauritius-consumption-of-controlled-ozone-depleting-substances-by-ty-f091eafc
Consumption of Controlled Ozone Depleting Substances by Ty | Africa (MDPA)
30 rows - 1 Africa country/area - 2008-2021 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 30 rows from MDPA, covering Consumption of Controlled Ozone Depleting Substances by Ty. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-consumption-of-controlled-ozone-depleting-substances-by-ty-f091eafc.paot-2022-2027-actions-prevues-en-bretagne-industrie-reduction-des-rejets-substances-dangereuses
PAOT 2022-2027 - Actions prévues en Bretagne - Industrie / Réduction des rejets (substances dangereuses)
[!NOTE]
Ce jeu de données Hugging Face est vide. Cette carte sert seulement à référencer le jeu de données PAOT 2022-2027 - Actions prévues en Bretagne - Industrie / Réduction des rejets (substances dangereuses) qui est disponible à l'adresse https://www.data.gouv.fr/datasets/68cbc45adf952493fcc0bd56
Description
Ensemble des actions des PAOT des quatre… See the full description on the dataset page: https://huggingface.co/datasets/french-open-data/paot-2022-2027-actions-prevues-en-bretagne-industrie-reduction-des-rejets-substances-dangereuses.substances-catalog-xrefs
Substances Catalog Cross-Reference
594 records mapping substances across three catalogs: PsychonautWiki, TripSit, and Erowid. Each record joins a substance by normalized name across all three sources, with catalog URLs for each.
Columns
Column
Type
Description
name
string
Canonical substance name
pw_url
string
PsychonautWiki page URL
pw_common_names
list[string]
PW common/street names
pw_class
list[string]
PW chemical class
pw_psychoactive_class… See the full description on the dataset page: https://huggingface.co/datasets/LeData/substances-catalog-xrefs.europe-owid-consumption-of-ozone-depleting-substances
Consumption Of Ozone Depleting Substances | Europe (Our World in Data)
🇪🇺 499 observations · 17 Europe countries · 1986–2022 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 499 observations of Consumption Of Ozone Depleting Substances data across 17 Europe countries, spanning 1986–2022.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Consumption Of Ozone Depleting Substances… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-consumption-of-ozone-depleting-substances.ambiguous-substancesvente-de-produits-et-de-substances-phytosanitaires-en-bretagne
Vente de produits et de substances phytosanitaires en Bretagne
[!NOTE]
Ce jeu de données Hugging Face est vide. Cette carte sert seulement à référencer le jeu de données Vente de produits et de substances phytosanitaires en Bretagne qui est disponible à l'adresse https://www.data.gouv.fr/datasets/667e99cf0124ba3801613347
Description
Synthèse des ventes de produits et de substances phytosanitaires (pesticides à usage professionnel) à l'échelle des différents… See the full description on the dataset page: https://huggingface.co/datasets/french-open-data/vente-de-produits-et-de-substances-phytosanitaires-en-bretagne.obsolete-description-des-substances-actives-phytosanitaires-en-bretagne
[Obsolète] Description des substances actives phytosanitaires en Bretagne
[!NOTE]
Ce jeu de données Hugging Face est vide. Cette carte sert seulement à référencer le jeu de données [Obsolète] Description des substances actives phytosanitaires en Bretagne qui est disponible à l'adresse https://www.data.gouv.fr/datasets/667e9989152981349c064353
Description
Table de description des substances actives retenues pour les analyses de données sur les ventes et la présence… See the full description on the dataset page: https://huggingface.co/datasets/french-open-data/obsolete-description-des-substances-actives-phytosanitaires-en-bretagne.