README.md

---
title: Statistical Results Visualizer
emoji: 📊
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: "5.44.1"
app_file: app.py
pinned: false
---

# Statistical Results Visualizer

A secure Gradio application for visualizing statistical analysis results from CSV files.

## 🔒 Privacy & Security
- **NO DATA STORAGE**: Your data is never saved or stored
- **TEMPORARY PROCESSING**: All data processing happens in memory only
- **NO LOGGING**: Upload history and data are not logged
- **SECURE**: Files are processed locally and discarded after use

## Features
- Upload CSV files with statistical results
- Create bar plots for AUC, R-square, p-values
- Interactive table with sorting functionality
- All numeric values displayed with 3 decimal places

## Usage
1. Upload your CSV file (processed temporarily only)
2. Select visualization type and metric
3. Create plots and explore data in the interactive table
4. Data is automatically discarded when session ends

## Supported Metrics
- AUC (Area Under Curve)
- R-squared values
- p-values
- Various confidence intervals

Perfect for analyzing GLMM and LMM statistical results with complete data privacy!