datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
PM25Vision
PM25Vision
Dataset Summary
PM25Vision (PM25V) is a large-scale dataset for estimating air quality (PM2.5) from street-level imagery. It pairs Mapillary photos with World Air Quality Index (WAQI) PM2.5 records, covering 2014–2025, 3,261 monitoring stations, and 11,114 cleaned and balanced images with PM2.5 AQI labels.
Tasks
Regression: Predict continuous PM2.5 AQI values.
Classification: Predict discrete AQI levels.
Baseline Results… See the full description on the dataset page: https://huggingface.co/datasets/DeadCardassian/PM25Vision.tianjin-pm25-datatest_merra_pm25africa-owid-pm25-exposure-gdp
Pm25 Exposure 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-pm25-exposure-gdp.clembench-rlvr-dataset
Clembench RLVR Dataset – Full (Wins + Losses)
combines SFT-Final (https://huggingface.co/datasets/clembench-playpen/SFT-Final-Dataset) and DPO_dialogue (https://huggingface.co/datasets/clembench-playpen/DPO_dialogue).
Info:
"id": concat of "game"+"episode"
"query": "string in llama-format"
"reward": rewards given (1=="chosen" from dpo-dialogue and "success" from sft-final, 0== "rejected" from dpo-dialogue)
"origin": marks origin of sample
"player": kept for dpo-dialogue samples… See the full description on the dataset page: https://huggingface.co/datasets/pm-25/clembench-rlvr-dataset.asia-owid-pm25-exposure-gdp
Pm25 Exposure Gdp | Asia (Our World in Data)
🌏 1,667 observations · 48 Asia countries · 1990–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,667 observations of Pm25 Exposure Gdp data across 48 Asia countries, spanning 1990–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Pm25 Exposure Gdp
Geographic coverage
48 Asia countries · top rows shown below… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-pm25-exposure-gdp.africa-owid-average-exposure-pm25-pollution
Average Exposure Pm25 Pollution | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-average-exposure-pm25-pollution.asia-owid-average-exposure-pm25-pollution
Average Exposure Pm25 Pollution | Asia (Our World in Data)
🌏 1,488 observations · 48 Asia countries · 1990–2020 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,488 observations of Average Exposure Pm25 Pollution data across 48 Asia countries, spanning 1990–2020.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Average Exposure Pm25 Pollution
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-average-exposure-pm25-pollution.asia-owid-annual-pm25-emissions-from-wildfires
Annual Pm25 Emissions From Wildfires | Asia (Our World in Data)
🌏 1,176 observations · 49 Asia countries · 2003–2026 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,176 observations of Annual Pm25 Emissions From Wildfires data across 49 Asia countries, spanning 2003–2026.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Annual Pm25 Emissions From Wildfires… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-annual-pm25-emissions-from-wildfires.Pm25medellinafrica-unsdg-annual-mean-levels-of-fine-particulate-matter-populatio-en-atm-pm25
Africa Unsdg Annual Mean Levels of Fine Particulate Matter Populatio En Atm Pm25 | 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-unsdg-annual-mean-levels-of-fine-particulate-matter-populatio-en-atm-pm25.asia-unsdg-annual-mean-levels-of-fine-particulate-matter-populatio-en-atm-pm25europe-unsdg-annual-mean-levels-of-fine-particulate-matter-populatio-en-atm-pm25clembench-rlvr-dataset-full-patched
Description
Dataset Columns
id (string) — identifies the game and the corresponding episode
query (string) — derived from samples of the SFT-Final-Dataset and the DPO-Dialogue, transformed into a readable format for the Meta Llama 3.1 model
reward (int) — binary reward signal depending on the query
game (string) — name of the clembench game
episode (string) — identifier of the game episode
origin (string) — provenance of the data point
player (string… See the full description on the dataset page: https://huggingface.co/datasets/pm-25/clembench-rlvr-dataset-full-patched.europe-owid-pm25-exposure-gdp
Pm25 Exposure Gdp | Europe (Our World in Data)
🇪🇺 1,465 observations · 42 Europe countries · 1990–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,465 observations of Pm25 Exposure Gdp data across 42 Europe countries, spanning 1990–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Pm25 Exposure Gdp
Geographic coverage
42 Europe countries · top rows… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-pm25-exposure-gdp.europe-owid-annual-pm25-emissions-from-wildfires
Annual Pm25 Emissions From Wildfires | Europe (Our World in Data)
🇪🇺 1,056 observations · 44 Europe countries · 2003–2026 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,056 observations of Annual Pm25 Emissions From Wildfires data across 44 Europe countries, spanning 2003–2026.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Annual Pm25 Emissions From Wildfires… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-annual-pm25-emissions-from-wildfires.europe-owid-average-exposure-pm25-pollution
Average Exposure Pm25 Pollution | Europe (Our World in Data)
🇪🇺 1,302 observations · 42 Europe countries · 1990–2020 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,302 observations of Average Exposure Pm25 Pollution data across 42 Europe countries, spanning 1990–2020.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Average Exposure Pm25 Pollution
Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-average-exposure-pm25-pollution.