QuaDS: A qualitative/quantitative descriptive statistics Python module
Andréa Bouanich, Angélina El Ghaziri, Pierre Santagostini, Alix Pernet, Claudine Landès, Julie Bourbeillon · SoftwareX · 2025
In this research, we introduce a new Python bioinformatics tool. QuaDS (Quantitative/Qualitative Description Statistics) is a pipeline tailored to describe a factor (a qualitative variable of interest) in heterogeneous datasets consisting of qualitative and quantitative variables. This pipeline separately analyze s the variables related to the factor using appropriate statistical tests. The QuaDS pipeline offers an interactive visualization that describes the factor. Several parameters can be defined by the user to ensure the most personalized results based on their data.