datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
egocentric-maintenance-sample
Diffraction Egocentric Maintenance Sample
Chest-mounted iPhone video of hands-on appliance maintenance: tape removal, brushing, panel handling and wiping recessed surfaces. 6 curated excerpts complement Diffraction's RGB-D kitchen sample with a different task domain.
This is human RGB observation data for evaluating video-language, temporal action understanding and hand/object interaction workflows. Depth, metric camera calibration/pose, IMU, robot commands and… See the full description on the dataset page: https://huggingface.co/datasets/diffracting/egocentric-maintenance-sample.industrial-maintenance-synthetic
Industrial Maintenance Synthetic Dataset
Synthetic dataset of 1M sensor tag records and 1M maintenance work orders across 37 industrial equipment types, generated for domain-specific NLP models in industrial maintenance.
Dataset Details
Property
Value
Total rows
~2M (1M sensor tags + 1M maintenance records)
Equipment types
37
Equipment instances
145
Languages
English
Format
Parquet
With impurities
Yes (10% rate)
Build date
2026-03-07
License… See the full description on the dataset page: https://huggingface.co/datasets/Jvachier/industrial-maintenance-synthetic.bicycle_maintenance
Dataset Card for bicycle_maintenance
This dataset has been created with Argilla.
As shown in the sections below, this dataset can be loaded into Argilla as explained in Load with Argilla, or used directly with the datasets library in Load with datasets.
Dataset Summary
This dataset contains:
A dataset configuration file conforming to the Argilla dataset format named argilla.yaml. This configuration file will be used to configure the dataset when using the… See the full description on the dataset page: https://huggingface.co/datasets/burtenshaw/bicycle_maintenance.Engine-Predictive-Maintenancemedical-equipment-maintenance
Medical Equipment Maintenance (Functionality, Spare Parts, Downtime, Service Disruption) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: health - 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/medical-equipment-maintenance.africa-synth-telecom-maintenance-work-orders-nigeria
Africa Synth Telecom Maintenance Work Orders Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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 This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-telecom-maintenance-work-orders-nigeria.predictive-maintenance-remaining-useful-life
Machine Degradation with Exact Remaining Useful Life
A synthetic run-to-failure dataset: 100 machines, each followed from install to
failure, 23,118 hourly readings in total. Every row carries the true remaining
useful life, because the failure time was declared before the data was generated
rather than annotated afterwards.
That last sentence is the whole point, so it is worth being precise about what
it buys you and what it does not.
Why this exists
AI4I 2020… See the full description on the dataset page: https://huggingface.co/datasets/rasinmuhammed/predictive-maintenance-remaining-useful-life.predictive-maintenance-datasetauto_predictive_maintenance_dataAI4I-2020-Predictive-Maintenancepredictive-maintenance-splitspredictive_maintenancepredictive-maintenance-datasetpredictive-maintenance-data
Predictive Maintenance Engine Sensor Dataset
Engine sensor readings from commercial diesel vehicles for predictive maintenance classification.
Features
Feature
Description
Unit
Engine RPM
Engine revolutions per minute
RPM
Lub Oil Pressure
Lubrication oil pressure
bar
Fuel Pressure
Fuel delivery pressure
bar
Coolant Pressure
Cooling system pressure
bar
Lub Oil Temp
Lubrication oil temperature
°C
Coolant Temp
Engine coolant temperature
°C
Engine… See the full description on the dataset page: https://huggingface.co/datasets/jskswamy/predictive-maintenance-data.maintenance-data-filespredictive-maintenance-engine-data
Predictive Maintenance – Engine Sensor Dataset
This dataset contains multivariate time-series sensor data collected from engines.
It is used for predictive maintenance modeling, where the objective is to predict
engine failure events based on operational settings and sensor readings.
Files:
raw_data.csv: Raw engine sensor dataset
This dataset is versioned and stored on Hugging Face to ensure reproducibility
and auditability for machine learning experiments.… See the full description on the dataset page: https://huggingface.co/datasets/mukherjee78/predictive-maintenance-engine-data.aviation-maintenance-qaModified_dataset_for_predictive_maintenanceengine-predictive-maintenance-dataindia-synthetic-property-maintenance-tickets
Indian Synthetic Property Maintenance Ticket Triage
A dataset of property maintenance tickets in English and Hinglish (Hindi-English code-mixed), annotated with structured triage labels for supervised fine-tuning of LLMs.
Dataset Description
This dataset contains tenant-submitted maintenance tickets from residential properties. Each ticket is labeled with structured fields that a triage system needs to extract: issue classification, urgency level, vendor routing… See the full description on the dataset page: https://huggingface.co/datasets/svr99991/india-synthetic-property-maintenance-tickets.predictive-maintenance-data
Predictive Maintenance Engine Sensor Dataset
Engine sensor readings from commercial diesel vehicles for predictive maintenance classification.
Features
Feature
Description
Unit
Engine RPM
Engine revolutions per minute
RPM
Lub Oil Pressure
Lubrication oil pressure
bar
Fuel Pressure
Fuel delivery pressure
bar
Coolant Pressure
Cooling system pressure
bar
Lub Oil Temp
Lubrication oil temperature
°C
Coolant Temp
Engine coolant temperature
°C
Engine… See the full description on the dataset page: https://huggingface.co/datasets/Gokulrajselvam/predictive-maintenance-data.nigerian_transport_and_logistics_aircraft_maintenance
Nigeria Transport & Logistics – Aircraft Maintenance Logs | 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 This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_aircraft_maintenance.africa-synth-realestate-property-maintenance-nigeria
Africa Synth Realestate Property Maintenance Nigeria | 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 This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-realestate-property-maintenance-nigeria.industrial_machine_predictive_maintenance_classificationpredictive-maintenance-data
Predictive Maintenance Engine Sensor Dataset
Engine sensor readings from commercial diesel vehicles for predictive maintenance classification.
Features
Feature
Description
Unit
Engine RPM
Engine revolutions per minute
RPM
Lub Oil Pressure
Lubrication oil pressure
bar
Fuel Pressure
Fuel delivery pressure
bar
Coolant Pressure
Cooling system pressure
bar
Lub Oil Temp
Lubrication oil temperature
°C
Coolant Temp
Engine coolant temperature
°C
Engine… See the full description on the dataset page: https://huggingface.co/datasets/urstrulysareddy/predictive-maintenance-data.africa-synth-education-maintenance-budgets-nigeria
Africa Synth Education Maintenance Budgets Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: education - 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-synth-education-maintenance-budgets-nigeria.predictive_maintenance-dataset
Predictive Maintenance Dataset
Description
This dataset contains engine sensor readings used to predict engine health.
Features
Engine RPM
Lub Oil Pressure
Fuel Pressure
Coolant Pressure
Lub Oil Temperature
Coolant Temperature
Target
Engine Condition
0 = Healthy
1 = Maintenance Required
Number of Records
19535
Machine Learning Task
Binary Classification
Source
PGP Capstone Project… See the full description on the dataset page: https://huggingface.co/datasets/hiteshsharma/predictive_maintenance-dataset.maintenance-predictive-mlops-dataafrica-synth-energy-infrastructure-maintenance-africa-niger
Africa Synth Energy Infrastructure Maintenance Africa Niger | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-infrastructure-maintenance-africa-niger.predictive-maintenance-ai4i
