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Here's a simple documentation page suitable for a Sample Dataset Walkthrough section.

Sample Dataset Walkthrough

The Six Machines sample dataset provides a realistic industrial data set that can be used to explore Falkonry capabilities, including data organization, signal hierarchies, anomaly detection, pattern analysis, and dashboard creation.

Dataset Contents

The sample dataset consists of the following files:

  1. six_machines_ex1.parquet
  2. six_machines_ex2.parquet

Time-series data file containing sensor measurements for the Six Machines dataset.

Availability

These files are too large to host directly in the documentation portal. To obtain this file, contact Falkonry Support: support@falkonry.com

3. Signal-Metadata.csv

Contains metadata for each signal, including descriptions, engineering units, and recommended operating thresholds.

Sample Content

signalName,description,unit,minThreshold,maxThreshold
six_machines/machine1/current1,Current 1 on Machine 1,Amps,2.3,15.5
six_machines/machine1/temperature2,Temperature 2 on Machine 1,Amps,2.3,15.5
six_machines/machine1/torque3,Torque 3 on Machine 1,Amps,2.3,15.5

Use this file to import signal metadata into Falkonry and provide context for signals displayed throughout the application.

4. Signal-Trees-Import.csv

Contains a simple signal hierarchy that can be imported into Falkonry Signal Trees.

Sample Content

signalName,layout,level1,level2
six_machines/machine1/current1,Department-Owner,Production,John
six_machines/machine1/temperature2,Department-Owner,Production,John
six_machines/machine1/torque3,Department-Owner,Production,John

Use this file to organize signals by department, owner, or other business classifications.

5. six_machines_trees.csv

Contains additional signal tree layouts that organize signals by assets and sensor types.

Sample Content

layout,level1,level2,signalName
Six Machines Sensors,current,current1,six_machines/machine1/current1
Six Machines Assets,machine1,,six_machines/machine1/current1
Six Machines Sensors,current,current1,six_machines/machine2/current1

Use this file to create multiple navigation views for the same set of signals.

Suggested Workflow

  1. Obtain the Parquet files from Falkonry Support.
  2. Import the Parquet files as time-series data.
  3. Download the CSV files.
  4. Import Signal-Metadata.csv to populate signal descriptions, units, and thresholds.
  5. Import Signal-Trees-Import.csv and six_machines_trees.csv to create signal hierarchies.
  6. Create assessments, dashboards, rules, and reports using the imported dataset.

The Six Machines dataset is intended for learning, demonstrations, training, and proof-of-concept activities.