Descriptive Statistics & Visualization
- Descriptive statistics and frequency analysis
- Bar plots
- Pie charts
- Line graphs
- Heatmaps
About StatFAS
Welcome to StatFAS, an online platform designed to make statistical analysis and data visualization accessible, convenient, and easy to use.
Our Mission
StatFAS aims to help students, researchers, teachers, academics, and professionals analyze data and understand statistical results without necessarily needing expensive statistical software or advanced programming skills.
By working directly in your web browser, StatFAS lowers the barriers of cost, installation, and coding, so that more people can focus on their research questions and on understanding what their data show.
Our Statistical Tools
StatFAS brings together commonly used methods for data exploration, visualization, testing, and modeling, organized into the categories below.
Correlation & Regression
- Pearson correlation
- Spearman correlation
- Linear regression
- Logistic regression
Mediation & Moderation
- Mediation analysis
- Moderation analysis
Latent Variable & Multivariate Methods
- Structural equation modeling (SEM)
- Confirmatory factor analysis (CFA)
- Exploratory factor analysis (EFA)
- Principal component analysis (PCA)
- Network analysis
Parametric Tests
- One-sample t-test
- Independent-samples t-test
- Paired-samples t-test
- One-way ANOVA
- Two-way ANOVA
- Repeated-measures ANOVA
Non-Parametric & Categorical Tests
- Mann–Whitney U test
- Wilcoxon test
- Kruskal–Wallis test
- Friedman test
- Binomial test
- Chi-square test
Who Can Benefit?
StatFAS is relevant to anyone who works with data and wants a straightforward way to analyze and present it.
Undergraduate Students
Practice core statistical methods, complete coursework, and see how tests and plots work without first learning specialist software.
Master's Students
Analyze survey, experimental, or thesis data and produce clear statistical output for dissertations and reports.
PhD Scholars
Run a wide range of analyses, from correlation and regression to mediation, moderation, and latent-variable models, for research projects and manuscripts.
University Teachers
Demonstrate statistical concepts in class and give students an accessible tool for hands-on practice.
Research Scientists
Explore datasets quickly, check preliminary results, and visualize patterns before moving to more specialized workflows.
Professionals Working with Data
Summarize, compare, and visualize data for reports and decision-making without installing or licensing additional software.
Our Approach
Our work is guided by four priorities.
Accessibility
StatFAS runs in a web browser, so you can use it without installing software or learning a programming language.
Ease of Use
The interface is designed so that you can load your data, choose a method, and move from input to output without unnecessary complexity.
Practical Research Support
The tools cover methods that students and researchers commonly use in coursework, theses, and scientific manuscripts.
Clear Statistical Output
Results are presented in a readable form so that they are easier to understand, check, and report.
Free Access
StatFAS aims to make statistical tools freely accessible, so that cost is not a barrier to analyzing and understanding data.
Responsible Use
StatFAS is a tool to support your analysis, and it does not replace expert statistical judgment. We encourage all users to:
- Select statistical methods that are appropriate for their data and research design.
- Check the relevant statistical assumptions before relying on results.
- Interpret findings in light of their research questions and study design.
- Consult a qualified statistician when the analysis is complex or the stakes are high.
Contact Information
Questions, suggestions, or feedback are welcome.
- faheemhorticulturist@gmail.com
- Website
- https://statfas.com/
Ready to Analyze Your Data?
Open the statistical tools and start exploring your data.
Go to Statistical Tools