datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sensor_datasetThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": null,
"total_episodes": 32,
"total_frames": 152837,
"total_tasks": 32,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 3.33,
"splits": {
"train": "0:32"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/AnasElkhabbaz/sensor_dataset.hvac_sensor_dataindustrial-sensor-anomaly-data
Industrial Equipment Sensor Anomaly Data
Overview
Synthetic multivariate sensor data from a simulated manufacturing plant with 5 equipment units (EQ-001 through EQ-005). Each unit generates 10,000 one-minute-interval readings across 11 sensor channels, 2 metadata fields, 3 derived features, and equipment operating mode labels.
The dataset is designed for anomaly detection benchmarking. It embeds 4 distinct anomaly types at approximately 4.5% prevalence:
Thermal runaway —… See the full description on the dataset page: https://huggingface.co/datasets/Petsteb/industrial-sensor-anomaly-data.anaselkhabbaz_sensor_dataset
Sensor Dataset TsFile
Apache TsFile conversion of AnasElkhabbaz/sensor_dataset, a LeRobot v2.1 three-channel resting muscle-sensor dataset.
Source and provenance
Original dataset: https://huggingface.co/datasets/AnasElkhabbaz/sensor_dataset
Original author/uploader: Anas elkhabbaz (AnasElkhabbaz)
License: Apache-2.0
LeRobot codebase version: v2.1; robot type: not specified
Split: train (0:32); 32 episodes; 152,837 frame rows; 32 task labels; 32 Parquet shards… See the full description on the dataset page: https://huggingface.co/datasets/THULab/anaselkhabbaz_sensor_dataset.Building_Energy_Consumption_Sensor_Data316-NeuralLogic-sensor_dataset2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": null,
"total_episodes": 32,
"total_frames": 152837,
"total_tasks": 32,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 1200,
"splits": {
"train": "0:32"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/LeRobot-worldwide-hackathon/316-NeuralLogic-sensor_dataset2.africa-synth-telecom-hardware-sensor-data-nigeria
Africa Synthetic Telecom Hardware Sensor Data Nigeria (TsFile)
This dataset is an Apache TsFile conversion of electricsheepafrica/africa-synth-telecom-hardware-sensor-data-nigeria, a synthetic Nigerian telecom tower hardware sensor dataset with temperature, power, voltage, humidity, vibration, health-status, and alert readings.
Source Dataset
Original dataset: electricsheepafrica/africa-synth-telecom-hardware-sensor-data-nigeria
Source files:… See the full description on the dataset page: https://huggingface.co/datasets/THULab/africa-synth-telecom-hardware-sensor-data-nigeria.Sensor_Driven_Environmental_Monitoring_LLM_Evaluation_Dataset
📌 Dataset Contents
Each sample includes:
category: The evaluation domain
prompt: The question given to the LLM
temperature: Environmental temperature input
humidity: Environmental humidity input
context: A scenario label (e.g., cool_humid, hot_dry, average_day)
reference: Expert-crafted expected output
All data is provided in a single JSON file.
🧪 Intended Use
This dataset supports research on:
LLM evaluation methods (semantic similarity, contextual… See the full description on the dataset page: https://huggingface.co/datasets/wayne-redemption/Sensor_Driven_Environmental_Monitoring_LLM_Evaluation_Dataset.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.Bandung-BME280-Sensor-DataThreshold whether its raining or not:
actual_rain_value < 3400 is raining
else is not raining
AnasElkhabbaz_sensor_dataset
Sensor Dataset TsFile
Apache TsFile conversion of AnasElkhabbaz/sensor_dataset, a LeRobot v2.1 three-channel resting muscle-sensor dataset.
Source and provenance
Original dataset: https://huggingface.co/datasets/AnasElkhabbaz/sensor_dataset
Original author/uploader: Anas elkhabbaz (AnasElkhabbaz)
License: Apache-2.0
LeRobot codebase version: v2.1; robot type: not specified
Split: train (0:32); 32 episodes; 152,837 frame rows; 32 task labels; 32 Parquet shards… See the full description on the dataset page: https://huggingface.co/datasets/azithromycin/AnasElkhabbaz_sensor_dataset.turbine-sensor-data
Turbine Sensor Streams Dataset
Production-ready gas turbine telemetry data for anomaly detection.
Designed to simulate real enterprise RAG documents for the IoT Anomaly Agent Space.
Overview
This dataset provides realistic sensor streams that mirror actual SCADA exports
from power plant DCS systems (Emerson Ovation, ABB Symphony). Use these files
to test anomaly detection or upload your own telemetry data.
Files
File
Description
Status… See the full description on the dataset page: https://huggingface.co/datasets/davidfertube/turbine-sensor-data.sensor-datahan-humanoid-sensor-dataset-v1
HAN Humanoid Sensor Dataset v1
Simulated IMU and gyroscope dataset
for humanoid robot motion classification.
Labels
standing
walking
turning
falling
Split
train.csv
humanoid-sensor-state-datasetturbine-sensor-data
Turbine Sensor Streams Dataset
Production-ready gas turbine telemetry data for anomaly detection.
Designed to simulate real enterprise RAG documents for the IoT Anomaly Agent Space.
Overview
This dataset provides realistic sensor streams that mirror actual SCADA exports
from power plant DCS systems (Emerson Ovation, ABB Symphony). Use these files
to test anomaly detection or upload your own telemetry data.
Files
File
Description
Status… See the full description on the dataset page: https://huggingface.co/datasets/adilabbasii/turbine-sensor-data.reefsense-coral-sensor-dataengine-sensor-dataengine-sensor-dataengine-sensor-data-cleanedengine-sensor-data-train-test