Explore Our Free Online Data Science Apps
Datanovia offers a suite of interactive apps designed to make statistical analysis and learning more accessible. Whether you’re a beginner or an advanced user, these browser-based tools help you explore, visualize, and test data in just a few clicks—all running directly in your browser with no installation required.
StatFusion: Statistical Analysis Platform
A comprehensive collection of browser-based statistical tools powered by R and Python:
Inferential Statistics
- Independent Samples t-Test - Compare means between two unrelated groups
- Paired Samples t-Test - Compare means between paired measurements
- One-Sample t-Test - Compare a sample mean to a known value
Non-Parametric Tests
- Mann-Whitney U Test - Non-parametric alternative to independent t-test
- Wilcoxon Signed-Rank Test - Non-parametric alternative to paired t-test
Normality Testing
- All-in-One Normality Tests - Comprehensive normality assessment
- Shapiro-Wilk Test - Powerful test for normality
- Q-Q Plot Generator - Visual normality assessment
- Histogram Normality Check - Distribution visualization
- Kolmogorov-Smirnov Test - Classic goodness-of-fit test
More StatFusion modules are being added regularly, including ANOVA, correlation, regression, and advanced statistical methods.
Interactive Programming Environments
Online R Console (WebR)
Run R directly in your browser using the WebR engine—no installation or setup required.
Try R scripts, explore distributions, or quickly check your data analysis ideas with full access to core R functionality.
Online Python Console (JupyterLite)
Experiment with Python code directly in the browser, powered by JupyterLite.
Ideal for running pandas, numpy, matplotlib, and basic data science exploration in Python without installation.
Why Use Browser-Based Statistical Tools?
- No installation required: Access powerful statistical tools instantly from any device
- Cross-platform compatibility: Works on Windows, Mac, Linux, and mobile devices
- Integrated learning: Educational content alongside practical tools
- Modern interface: Clean, intuitive design focused on user experience
- Reproducible analysis: Share links to analyses or export results
More Tools Coming Soon
Our roadmap includes expanding StatFusion with:
- Advanced ANOVA designs
- Regression analysis suite
- Power analysis tools
- Machine learning capabilities
- Interactive data visualization
Stay tuned for upcoming features and new statistical modules. If you have suggestions, let us know on X (Twitter) or via Datanovia contact form.
Reuse
Citation
@online{kassambara2025,
author = {Kassambara, Alboukadel},
title = {Interactive {Data} {Science} {Tools}},
date = {2025-04-28},
url = {https://www.datanovia.com/index.html},
langid = {en}
}