ForgeData is a professional Windows desktop application that generates deterministic synthetic manufacturing and engineering datasets for statistical analysis, quality engineering, software validation, education, and research.
Developed by Stat-Forge, ForgeData provides realistic datasets for Statistical Process Control (SPC), Measurement System Analysis (MSA), Process Capability Studies, Regression Analysis, and other statistical engineering workflows.
ForgeData combines deterministic dataset generation with realistic manufacturing behavior, allowing engineers, educators, students, researchers, and software developers to generate reproducible datasets in seconds.
Finding realistic manufacturing datasets for learning, software testing, demonstrations, or engineering analysis is often difficult.
ForgeData solves that problem by producing statistically realistic synthetic datasets that simulate real manufacturing processes while remaining completely reproducible.
Every dataset can be regenerated using the same seed, making ForgeData ideal for engineering demonstrations, software validation, documentation, and education.
- Deterministic synthetic dataset generation
- Manufacturing realism controls
- Statistical distribution generators
- Process Capability datasets
- SPC time-series generators
- Gage R&R study generators
- Regression datasets
- CSV export
- TSV export
- Modern Windows desktop application
- Completely free
| Dataset | Purpose |
|---|---|
| Process & Normality | Distribution, capability and descriptive statistics |
| Gage R&R | Balanced crossed measurement system studies |
| Regression | Linear and polynomial regression datasets |
| SPC Time Series | Process behavior including shifts, trends and cycles |
Generate realistic process distributions with configurable manufacturing constraints.
Create balanced crossed Gage R&R studies with configurable part, operator, repeatability, reproducibility and interaction effects.
Generate linear and polynomial regression datasets with deterministic outputs and configurable coefficients.
Generate realistic SPC datasets including subgroup structure, shifts, drift, cycles and autocorrelation.
ForgeData is developed as part of the Stat-Forge Professional Statistical Engineering Platform.
ForgeData is useful for:
- Manufacturing Engineering
- Quality Engineering
- Six Sigma
- Statistical Process Control (SPC)
- Measurement System Analysis (MSA)
- Process Capability Studies
- Regression Analysis
- Engineering Education
- Academic Instruction
- Research
- Software Testing
- Training
- Product Demonstrations
The latest Windows installer is available from the Releases section of this repository.
After each new release, the current installer will always be available from GitHub Releases.
Additional engineering calculators, articles and statistical engineering resources are available at:
ForgeData is provided free of charge.
If ForgeData has helped your work or saved you time, please consider supporting continued development through the voluntary donation option available inside the application.
Your support helps fund future development of professional statistical engineering software.
Stat-Forge develops professional statistical engineering software for manufacturing, quality improvement, engineering analytics, and process optimization.
Our mission is simple.
Future planned enhancements include:
- Additional engineering dataset generators
- Expanded statistical distributions
- Additional export formats
- Enhanced manufacturing simulation
- Additional engineering workflows
- Integration with future Stat-Forge services
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