datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cold-chain-strawberry-sensors
Cold-Chain Strawberry Multi-Sensor Dataset (Shipments S1–S6)
This repository provides a processed multi-shipment cold-chain dataset for fresh strawberries. It supports research on human-centric cold-chain transportation monitoring, interpretable rule-based risk assessment, and small language model (SLM) generation of driver-facing alert messages.
The dataset accompanies the following article:
Li, H., Uygun, Ö., Yu, X., Zhou, Y., Yang, Z., & Chen, C.-H. (2026). A Human-Centric… See the full description on the dataset page: https://huggingface.co/datasets/NifferLi/cold-chain-strawberry-sensors.africa-synth-telecom-hardware-sensor-data-nigeria
Africa Synth Telecom Hardware Sensor Data Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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-telecom-hardware-sensor-data-nigeria.nz-sensor-daily
nz-sensor-daily
Daily equipment sensor readings for New Zealand manufacturing sites.
Schema
device_id: device identifier (e.g. NZ-AKL-001)
site: site name (Auckland, Wellington, Christchurch, Hamilton)
timestamp: local reporting time (naive local time, NZST = UTC+12)
temperature: degrees Celsius
vibration: mm/s
pressure: kPa
status: OK / WARNING / ALERT / MAINTENANCE
Timestamps are recorded in New Zealand Standard Time (UTC+12).
africa-sensorsafrica-airquality-archive-kisumu
Sensors.AFRICA Air Quality Archive Kisumu | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-kisumu.nigerian_energy_and_utilities_equipment_sensors
Nigerian Energy & Utilities – Equipment Sensors | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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/nigerian_energy_and_utilities_equipment_sensors.Graphene_Field_Effect_Transistor_Urea_Sensor
Cite this dataset Špaček, O., Supalová, L., Mach, J., Nezval, D., Šikola, T., and Bartošík, M. Graphene Field Effect Transistor Urea Sensor. ColabFit, 2026. https://doi.org/None
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_bgu331li4n73_0
Visit the ColabFit Exchange to search additional datasets by author, description… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/Graphene_Field_Effect_Transistor_Urea_Sensor.nigerian_energy_and_utilities_turbine_generator_sensors
Nigerian Energy & Utilities – Turbine/Generator Sensors | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_energy_and_utilities_turbine_generator_sensors.africa-sensorsafrica-airquality-archive-kampala
Sensors.AFRICA Air Quality Archive Kampala | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-kampala.africa-sensorsafrica-airquality-archive-ikeja-lagos
Sensors.AFRICA Air Quality Archive Ikeja, Lagos | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-ikeja-lagos.africa-sensorsafrica-airquality-archive-akure
Sensors.AFRICA Air Quality Archive Akure | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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 datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-akure.sensor-ocr-benchmark
My Custom Dataset
Description
The original dataset was modified to inserto fake sensor information in bottom of image.
Usage
from datasets import load_dataset
dataset = load_dataset("famousdetectiveadrianmonk/sensor-ocr-benchmark")
example = dataset['train'][0]
img = example['pixel_values']
sensor_zoomin = img.crop((600, 850, 1250, 1050))
Attribution
This dataset is based on the original dataset provided by Segments.ai. The original dataset can… See the full description on the dataset page: https://huggingface.co/datasets/famousdetectiveadrianmonk/sensor-ocr-benchmark.au-sensor-daily
au-sensor-daily
Daily equipment sensor readings for Australian manufacturing sites.
Schema
device_id: device identifier (e.g. AU-SYD-001)
site: site name (Sydney, Melbourne, Brisbane, Perth, Adelaide)
timestamp: local reporting time (naive local time, AEST = UTC+10)
temperature: degrees Celsius
vibration: mm/s
pressure: kPa
status: OK / WARNING / ALERT / MAINTENANCE
Timestamps are recorded in Australian Eastern Standard Time (UTC+10).
nigerian_transport_and_logistics_bridge_tunnel_sensors
Nigeria Transport & Logistics – Bridge & Tunnel Sensor Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_bridge_tunnel_sensors.africa-sensorsafrica-airquality-archive-addis-ababa
Sensors.AFRICA Air Quality Archive Addis Ababa | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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 datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-addis-ababa.nigerian_transport_and_logistics_autonomous_vehicle_sensors
Nigeria Transport & Logistics – Autonomous Vehicle Sensor Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_autonomous_vehicle_sensors.africa-sensorsafrica-airquality-archive-lagos
Sensors.AFRICA Air Quality Archive Lagos | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: humanitarian_development - 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 datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-lagos.africa-sensorsafrica-airquality-archive-kumasi
Sensors.AFRICA Air Quality Archive Kumasi | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-kumasi.africa-sensorsafrica-airquality-archive-ado-ekiti
Sensors.AFRICA Air Quality Archive Ado-Ekiti | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: humanitarian_development - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-ado-ekiti.africa-sensorsafrica-airquality-archive-ondo-town
Sensors.AFRICA Air Quality Archive Ondo Town | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: humanitarian_development - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-ondo-town.africa-sensorsafrica-airquality-archive-nakuru
Sensors.AFRICA Air Quality Archive Nakuru | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-nakuru.africa-sensorsafrica-airquality-archive-lusaka
Sensors.AFRICA Air Quality Archive Lusaka | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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 datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-lusaka.africa-sensorsafrica-airquality-archive-meru-mobile-sensor
Sensors.AFRICA Air Quality Archive Meru mobile sensor | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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 datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-meru-mobile-sensor.africa-sensorsafrica-airquality-archive-ruiru
Sensors.AFRICA Air Quality Archive Ruiru | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: humanitarian_development - 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 datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-ruiru.africa-sensorsafrica-airquality-archive-antananarivo
Sensors.AFRICA Air Quality Archive Antananarivo | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-antananarivo.africa-sensorsafrica-airquality-archive-algiers
Sensors.AFRICA Air Quality Archive Algiers | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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 datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-algiers.sensor-dataafrica-sensorsafrica-airquality-archive-durban
Sensors.AFRICA Air Quality Archive Durban | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-durban.africa-sensorsafrica-airquality-archive-yaba-lagos
Sensors.AFRICA Air Quality Archive Yaba, Lagos | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-yaba-lagos.sensory_training_datasetafrica-sensorsafrica-airquality-archive-abuja
Sensors.AFRICA Air Quality Archive Abuja | Africa (original)
Size category: 100K<n<1M - Formats: parquet - Sector: humanitarian_development - 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 datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sensorsafrica-airquality-archive-abuja.