datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Environment-and-Natural-Resources-Indicators-For-African-Countries
Environment and Natural Resources Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: climate_environment - 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/Environment-and-Natural-Resources-Indicators-For-African-Countries.qatar-environmental-monitoring-register-template
Environmental Monitoring Register Template for Qatar Projects
This resource provides a practical structure for recording environmental monitoring activities during construction and operational projects.
The template can help project teams organize monitoring dates, locations, environmental parameters, results, observations, compliance status, corrective actions, responsibilities and close-out records.
What the Template Covers
The environmental monitoring register… See the full description on the dataset page: https://huggingface.co/datasets/waeyqatar/qatar-environmental-monitoring-register-template.environmental_2kvn-provinces-society-environment-master
Vietnam health, living standards, culture, justice and environment master
Wide geo×year master joining 39 NSO locality packs spanning health facilities and workforce, immunization/malnutrition/HIV, culture (libraries, press, heritage), income/HDI/Gini/poverty, water-sanitation-ICT-housing living standards, criminal justice and civil enforcement, traffic/fire incidents, and solid/hazardous waste plus industrial-cluster wastewater treatment. Outer join on geo_code×year.… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-society-environment-master.KOR-RE-natures-and-environments
Dataset Card for [KOR-RE-natures-and-environments]
You can find relation map, guidelines(written in Korean), short technical papers in this github repo. This work is done by as part of project for Boostcamp AI Tech supported by Naver Connect Foundation.
Main Data Fields
Sentences: sentences
Subject_entity: infos for subject entity in the sentence including words, start index, end index, type of entity
object_entity: infos for object entity in the sentence including words… See the full description on the dataset page: https://huggingface.co/datasets/kimcando/KOR-RE-natures-and-environments.environmental-drivers-respiratory-disease-sri-lanka
Sri Lanka Environmental & Respiratory Health Panel Dataset (2014–2024)
Dataset Description
This dataset provides a district-level environmental and respiratory health panel for Sri Lanka from 2014 to 2024. It covers all 25 administrative districts and integrates environmental, atmospheric, vegetation, fire activity, demographic, and respiratory health indicators.
The dataset was created to support research on environmental drivers of respiratory disease in Sri… See the full description on the dataset page: https://huggingface.co/datasets/group10/environmental-drivers-respiratory-disease-sri-lanka.EnvironmentalScience
Dataset Card for Dataset Name
Dataset Summary
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation… See the full description on the dataset page: https://huggingface.co/datasets/BaffledCoder/EnvironmentalScience.Global_Environment-Social-And-Governance-Data
Global_Environment-Social-And-Governance Dataset
This Dataset contains all verified and authorized Environment, Social and Governance Statistics data in the World
Description
I have collected all data from WORLD-Bank's Data Catalog and also shared this link in the data source section,
this dataset is sutitable for various NLP tasks
Data Source
https://datacatalog.worldbank.org/
Dataset Card Authors
Mahadi Hassan
Dataset Card Contact… See the full description on the dataset page: https://huggingface.co/datasets/Mahadih534/Global_Environment-Social-And-Governance-Data.environmental-misinformation
Climate Misinformation Claims Dataset
This dataset contains labeled climate-related claims designed for climate misinformation detection and claim classification.
It was constructed by combining:
The Climate Fever dataset (crowdsourced climate claims with evidence)
Claims sourced from Science Feedback, collected via web scraping
The final dataset is split into training, validation, and test sets, and is intended for supervised machine learning tasks such as:
Claim veracity… See the full description on the dataset page: https://huggingface.co/datasets/dpmendez/environmental-misinformation.india-environment-datasetEnvironmental_Communication_XR
Dataset Description
This dataset contains annotated social media posts (tweet IDs) on environmental-related content from Extinction Rebellion. Each tweet has been manually annotated by three independent annotators (A1, A2, A3) across several dimensions related to environmental communication, emotions, and sentiment. The dataset also includes basic metadata for each tweet.
Columns
1. tweet ID: Unique identifier of the tweet.2. Topic: Integer label indicating the thematic… See the full description on the dataset page: https://huggingface.co/datasets/ChristinaBarz/Environmental_Communication_XR.africa-synth-energy-pv-degradation-environmental-all
Africa Synth Energy Pv Degradation Environmental All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: energy - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-pv-degradation-environmental-all.environment_dataenvironmental-reception-470832
environmental-reception-470832
Synthetic products test data: 42 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting… See the full description on the dataset page: https://huggingface.co/datasets/charlesthompson/environmental-reception-470832.humanoid-environment-context-labelssynthetic_retail_policy_environment
Synthetic Retail Policy Environment
The complete world behind the Fabricate RFT cookbook: a fully synthetic retail customer-support environment with a written store policy, used as a live RL environment to reinforcement-fine-tune a 32B agent (held-out policy application 44% → 67%).
Generated end-to-end by Tonic Fabricate's Data Agent — every customer, order, product, and scenario is synthetic. No real customer data appears anywhere.
What's in it
file
rows… See the full description on the dataset page: https://huggingface.co/datasets/TonicAI/synthetic_retail_policy_environment.environmental-reporting-on-listed-companiesSciTrust2-Ethics-Environmental-Impactalphafold-structure-function-environment-decoupling-v0.1Purpose
Detect when predicted structure
no longer predicts real function
under environmental stress.
Core problem
Proteins can appear stable
in structure predictions
yet lose activity
in real conditions.
This dataset finds
the early decoupling phase.
Inputs
structure confidence
active-site shift
temperature
pH
solvent exposure
binding trend
aggregation signal
Outputs
coherence score
decoupling flag
collapse horizon
critical region
intervention
Evaluation
Binary accuracy
for decoupling… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/alphafold-structure-function-environment-decoupling-v0.1.drone-flight-plan-environment-coherence-drift-v0.1What this repo is for
Detect when the mission plan no longer matches the real environment.
Focus
• wind and gust variability
• obstacle map freshness
• GPS denial risk
• observed path deviation
Why it matters
Most drone incidents start as small route drift.
This dataset flags the drift before collision or abort.
africa-environmental-law-datasetai-environment-goal-coherence-baseline-mapping-v0.1What this dataset is
Benchmarks whether an agent keeps the same goal when the environment shifts
Establishes a baseline coherence manifold before drift detection work
Input fields
env_features
training_objective
deployment_context
internal_goal_signal
policy_behavior_summary
Required model output format
Return JSON with these fields
baseline_coherence_score0 to 1higher means the goal signal and behavior still match the objective
goal_representation_stability0 to 1higher means the… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ai-environment-goal-coherence-baseline-mapping-v0.1.