
IBM SPSS Statistics
8.0#1 in statistical analysis softwareAPILinuxmacOSSelf-hosted
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| Fact | IBM SPSS Statistics | Pingouin |
|---|---|---|
| License | SPSS Statistics is distributed under IBM license agreements such as the IBM Customer Agreement or International Program License Agreement rather than an open-source license. | The project’s GitHub repository identifies its license as GPL-3.0. |
| Purpose | IBM describes SPSS Statistics as a statistical analysis platform for extracting insights from data using statistical testing, predictive modeling, regression, forecasting, data preparation and automated analysis. | Pingouin is an open-source statistical package written in Python 3 and based mostly on Pandas and NumPy. |
It suits students, faculty, academic institutions, and organizations that need statistical analysis, modeling, or forecasting. Its desktop platform support and licensing restrictions are worth checking before choosing a plan.
Pingouin suits Python users who need open-source statistical analysis integrated with Pandas. It is appropriate for scripting, regression, correlations, Bayesian work, and power analysis.