Deterministic generation
Use the same seed to reproduce datasets exactly for training, validation, examples, and documentation.
Professional Statistical Engineering Software
ForgeData
Free Windows desktop application for generating deterministic synthetic manufacturing and engineering datasets for SPC, MSA, Process Capability, Regression, training, software validation, and statistical engineering workflows.
The download button opens the latest ForgeData release on GitHub. Download the Windows installer from the release assets.
Free Windows Desktop Application
Professional Manufacturing Test Data Studio
ForgeData creates realistic synthetic manufacturing datasets with live preview, deterministic generation, and direct export to CSV or TSV. It is designed for practical quality-engineering, manufacturing, training, software-testing, and statistical-analysis workflows.
Built for realistic engineering data
ForgeData is not a generic random-number generator. It is designed around practical manufacturing and quality-engineering workflows where reproducibility, realistic structure, and meaningful columns matter.
Manufacturing realism
Apply practical constraints such as nonnegative measurements, realistic process behavior, run order, subgrouping, operators, parts, and machine effects.
Ready for analysis
Export datasets to CSV or TSV for use in Stat-Forge calculators, spreadsheets, Minitab, JMP, Python, R, or other analysis tools.
Download ForgeData
ForgeData is provided free of charge as part of the Stat-Forge Professional Statistical Engineering Platform.
Note: GitHub hosts the installer files. On the release page, open the latest release and download the Windows installer listed under Assets.
Current release channel
Dataset families
ForgeData currently includes dataset generators for core manufacturing, quality, and engineering-statistics workflows.
Process & NormalityGage R&RRegressionSPC Time SeriesCSV ExportTSV Copy
Process & Normality
Create distribution and capability datasets for normality, tolerance, and descriptive-statistics testing.
Gage R&R
Create balanced crossed studies with known repeatability, reproducibility, part, operator, and interaction effects.
Regression
Generate linear and polynomial response data with configurable coefficients, noise, and orthogonal basis columns.
SPC Time Series
Create subgrouped run-order datasets with controlled shifts, trends, cycles, drift, and autocorrelation.
Typical applications
Quality and manufacturing
Build example datasets for SPC, capability, MSA, process monitoring, training, and practical engineering studies.
Education and demonstrations
Create reproducible teaching examples for statistics, Six Sigma, quality engineering, and applied data analysis.
Software validation
Generate known structured datasets for testing calculators, reports, dashboards, scripts, and analysis pipelines.
About ForgeData
ForgeData is developed by Stat-Forge as part of a broader platform of professional statistical engineering tools for manufacturing, quality improvement, process optimization, and engineering analytics.