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Browse files- ._README.md +0 -0
- ._data +0 -0
- README.md +70 -0
- data/._anomaly_events.csv +0 -0
- data/._sensors.csv +0 -0
- data/._telemetry_readings.csv +0 -0
- data/anomaly_events.csv +3 -0
- data/sensors.csv +5 -0
- data/telemetry_readings.csv +0 -0
._README.md
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._data
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README.md
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---
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license: cc-by-4.0
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task_categories:
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- tabular-classification
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- tabular-regression
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language:
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- en
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tags:
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- industrial-iot
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- edge-analytics
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- predictive-maintenance
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- test-data
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- iot
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- synthetic-data
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- sensor-data
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- smart-factory
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- machine-monitoring
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- anomaly-detection
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- manufacturing
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- telemetry
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- mindweave
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- industry-4-0
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- time-series
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pretty_name: IoT Sensor Telemetry (Synthetic)
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size_categories:
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- 10K<n<100K
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configs:
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- config_name: anomaly_events
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data_files: data/anomaly_events.csv
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default: true
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- config_name: sensors
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data_files: data/sensors.csv
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- config_name: telemetry_readings
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data_files: data/telemetry_readings.csv
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---
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# IoT Sensor Telemetry (Synthetic)
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High-frequency telemetry from a simulated smart factory operating three
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CNC lines, a finishing cell, and a predictive-maintenance program over
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six months. Covers temperature, humidity, pressure, and vibration sensors
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sampled on a rolling 5-minute schedule with realistic shift patterns,
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machine assignments, maintenance alerts, and operational state changes.
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Includes two injected anomalies: a progressive calibration drift on sensor
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3 during month 4 and a sudden spike pattern on sensor 1 that signals an
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equipment failure event. Useful for time-series analytics, anomaly
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detection, edge telemetry pipelines, and Industry 4.0 monitoring demos.
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## Tables
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| Table | Rows |
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|-------|------|
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| anomaly_events | 2 |
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| sensors | 4 |
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| telemetry_readings | 50,000 |
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| **Total** | **50,006** |
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## Formats
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- CSV (in `data/` directory)
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- Parquet (available in full version)
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- SQLite (available in full version)
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## About
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Generated by [Mindweave Technologies](https://mindweave.tech) — realistic synthetic datasets for developers, QA teams, and data engineers.
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Browse all datasets: [mindweavetech.gumroad.com](https://mindweavetech.gumroad.com)
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data/._anomaly_events.csv
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data/._sensors.csv
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data/._telemetry_readings.csv
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data/anomaly_events.csv
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event_id,sensor_id,event_type,start_time,end_time,description
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1,3,sensor_drift,2024-04-01 00:00:00,2024-04-30 00:00:00,Sensor 3 drifted upward throughout month 4 after missed calibration
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2,1,failure_spike,2024-05-21 03:00:00,2024-05-23 18:00:00,Sensor 1 vibration spiked during spindle bearing failure
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data/sensors.csv
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id,name,metric_type,unit,machine_id,line_id,install_date
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1,SEN-001,vibration,mm_s,CNC-04,machining-a,2023-09-12
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2,SEN-002,temperature,celsius,FURN-02,heat-treat,2023-10-03
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3,SEN-003,pressure,bar,HYD-07,press-line,2023-08-19
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4,SEN-004,humidity,percent,PAINT-01,finishing,2023-11-01
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data/telemetry_readings.csv
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