IBM IoT Predictive Maintenance: Equipment Failure Detection
Abstract
"945 IoT sensor records from IBM's official repo monitoring equipment with pressure measurements for machine failure prediction."
Description
Project Details
Real-world equipment failure data from IBM published on GitHub. Direct CSV download available.
Data Preview
| footfall | atemp | selfLR | outpressure | inpressure | temp | fail |
|---|---|---|---|---|---|---|
| 110 | 2 | 6 | 56 | 3 | 21 | 1 |
Showing first few rows for preview
Cite This Dataset
GitHub (2026). IBM IoT Predictive Maintenance: Equipment Failure Detection. [Dataset]. GitHub. https://raw.githubusercontent.com/IBM/iot-predictive-analytics/master/data/iot_sensor_dataset.csv
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Original source: GitHub (2026). Visit official page for more details.
Indexed by IoTDataset.com on Jan 12, 2026
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