Collections

Every tool in the directory that we list as an alternative to SPSS, from point-and-click apps to R.

Analyse data through menus or visual workflows instead of writing code.

Reference managers, LaTeX and Typst editors, grammar checking and an office suite for writing up.

Core Python libraries and editors for numerical work, statistics and notebooks.

Tools in this directory with a native macOS version.

Tools you can use from a web browser, including self-hostable survey and writing platforms.