Point-and-click statistics and analytics

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

Data science & workflows

Visual programming for data mining and machine learning

Alternative to SPSS Modeler

Statistics

Point-and-click statistics with classical and Bayesian tests

Statistics

Spreadsheet-style statistics app built on R

Alternative to SPSS, Stata

Statistics

Free program for statistical analysis of sampled data, modelled on SPSS

Alternative to SPSS

Statistics

Econometrics package with a menu interface and scripting

Alternative to Stata

Data science & workflows

Free, open-source platform for visual data workflows

Alternative to SPSS Modeler, SAS

More collections

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

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.