Statistical Analysis Dashboard

Interactive statistical analysis and visualization tool. Configure your analysis parameters in the sidebar and explore your data through multiple visualization types and statistical tests.

Distribution Plot
Box Plot
Q-Q Plot
Correlation Matrix
Summary Statistics
Hypothesis Test
Distribution Analysis
Data Preview
Support Vector Machine (SVM) Classifier
Quick Start Guide:
  1. Upload an XLS/CSV file with your dataset
  2. Enable "Machine Learning (SVM)" in the sidebar configuration
  3. Select your target column (the column you want to predict)
  4. Choose SVM parameters (kernel type, train/test split ratio)
  5. Click "Train SVM Model" to start training
Note: SVM will use all columns except the target as features for training.