Numbers only tell you something once you've asked the right question of them. I use statistical software — SPSS, R, Jamovi, and JASP — to run the analysis, but the harder part is choosing the right test, checking assumptions, and being honest about what the results do and don't support.
Toolset
- SPSS — descriptive and inferential statistics for structured survey and project data
- R — flexible, reproducible analysis and custom data workflows
- Jamovi & JASP — accessible, transparent statistical modeling for collaborative review
The output of this work feeds directly into data visualization and reporting and ultimately into the kind of evidence-based decisions I write about in Insights.