datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
oida-qa
Dataset Card for OIDA-QA
OIDA-QA is a multimodal benchmark built on the UCSF-JHU Opioid Industry Documents Archive (OIDA), an archive of over 4 million documents that preserve and provide permanent public access to previously-internal corporate documents released from opioid litigation and other sources. The documents shed light on the opioid industry during the height of the U.S. opioid crisis.
The dataset includes 400k training and 10k testing documents. From these documents, rich… See the full description on the dataset page: https://huggingface.co/datasets/opioidarchive/oida-qa.usa_opioid_overdose
Overview
This dataset contains the number of yearly deaths due to Unintentional Drug Overdoses in the United States at a County Level between 2003-2015. To overcome the limitation of the original dataset, it is merged with population dataset to identify missing combinations and imputation is performed on the dataset taking into account the logical rules of the source dataset. Users can decide the proportion of the imputed values in the dataset by using the provided population and… See the full description on the dataset page: https://huggingface.co/datasets/revanth7667/usa_opioid_overdose.opioid-receptor-ordinal
Opioid receptor ordinal prediction — handover package
Predicting ligand activity at the four opioid receptors (mu, delta, kappa, NOP)
by decomposing each endpoint into monotone ordinal thresholds rather than
regressing a value. The encoding admits censored records, keeps incommensurable
endpoints separate, and puts the decision boundary in the model output.
What is here
Path
Contents
HANDOVER.md
Read this first — environment, structure, known pitfalls… See the full description on the dataset page: https://huggingface.co/datasets/mushroom2368/opioid-receptor-ordinal.state-opioid-prescribing-limits
State Opioid Initial Prescribing Limits
Canonical, always-current version: https://referencesource.org/state-opioid-prescribing-limits/
Machine-readable: https://referencesource.org/state-opioid-prescribing-limits/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-18
Stale after: 2027-08-18 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 11
Maximum days' supply for a first opioid prescription for… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/state-opioid-prescribing-limits.clinical-quad-sedative-opioid-respiratory-sleepapnea-sedation-v0.1What this repo does
This dataset models CNS sedation cascade risk from combined sedatives and opioids in vulnerable patients. It predicts when the interaction between sedative burden, opioid coadministration, baseline respiratory risk, and sleep apnea risk creates a high probability of a sedation event.
Core quad
sedative_burden_index
opioid_coadmin_index
respiratory_risk_index
sleep_apnea_risk_index
Prediction target
label_sedation_event
Row structure
Each row represents a patient sedation… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-sedative-opioid-respiratory-sleepapnea-sedation-v0.1.clinical-analgesia-opioid-risk-monitoring-coherence-risk-v0.1What this repo is for
Detect when
opioids are given
but monitoring and rescue readiness
do not match risk
Common breaks
no sedation score recorded
resp rate not monitored
SpO2 not monitored
naloxone not available
deterioration not escalated
Examples
ward morphine dose with no obs for hours
recovery opioid with no sedation scoring
ED opioid given then patient desaturates with no response
You use it to flag
opioid safety risk
africa-owid-death-rates-opioid-overdoses-by-age
Death Rates Opioid Overdoses By Age | 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-death-rates-opioid-overdoses-by-age.asia-owid-death-rates-opioid-overdoses-by-age
Death Rates Opioid Overdoses By Age | Asia (Our World in Data)
🌏 1,034 observations · 47 Asia countries · 2000–2021 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,034 observations of Death Rates Opioid Overdoses By Age data across 47 Asia countries, spanning 2000–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Death Rates Opioid Overdoses By Age
Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-death-rates-opioid-overdoses-by-age.asia-owid-deaths-opioid-overdoses-by-sex
Deaths Opioid Overdoses By Sex | Asia (Our World in Data)
🌏 1,034 observations · 47 Asia countries · 2000–2021 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,034 observations of Deaths Opioid Overdoses By Sex data across 47 Asia countries, spanning 2000–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Deaths Opioid Overdoses By Sex
Geographic coverage
47… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-deaths-opioid-overdoses-by-sex.asia-owid-death-rate-from-opioid-use-who
Death Rate From Opioid Use Who | Asia (Our World in Data)
🌏 1,034 observations · 47 Asia countries · 2000–2021 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,034 observations of Death Rate From Opioid Use Who data across 47 Asia countries, spanning 2000–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Death Rate From Opioid Use Who
Geographic coverage
47… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-death-rate-from-opioid-use-who.africa-owid-deaths-opioid-overdoses-by-sex
Deaths Opioid Overdoses By Sex | 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-deaths-opioid-overdoses-by-sex.europe-owid-death-rate-from-opioid-use-who
Death Rate From Opioid Use Who | Europe (Our World in Data)
🇪🇺 924 observations · 42 Europe countries · 2000–2021 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 924 observations of Death Rate From Opioid Use Who data across 42 Europe countries, spanning 2000–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Death Rate From Opioid Use Who
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-death-rate-from-opioid-use-who.africa-owid-death-rate-from-opioid-use-who
Death Rate From Opioid Use Who | Africa (Our World in Data) | Africa (World Health Organization)
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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-death-rate-from-opioid-use-who.image-collection-captions-annotatedeurope-owid-death-rates-opioid-overdoses-by-age
Death Rates Opioid Overdoses By Age | Europe (Our World in Data)
🇪🇺 924 observations · 42 Europe countries · 2000–2021 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 924 observations of Death Rates Opioid Overdoses By Age data across 42 Europe countries, spanning 2000–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Death Rates Opioid Overdoses By Age… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-death-rates-opioid-overdoses-by-age.europe-owid-deaths-opioid-overdoses-by-sex
Deaths Opioid Overdoses By Sex | Europe (Our World in Data)
🇪🇺 924 observations · 42 Europe countries · 2000–2021 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 924 observations of Deaths Opioid Overdoses By Sex data across 42 Europe countries, spanning 2000–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Deaths Opioid Overdoses By Sex
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-deaths-opioid-overdoses-by-sex.