How to Use This Graph Generator
- Supported formats: CSV, Excel, JSON
- The application will automatically detect numeric and categorical columns.
- The target column is the feature you want to analyze or predict.
- Example: In a house price dataset, the target column could be Price.
- Choosing a target feature dynamically updates valid X and Y options.
- X-Axis (Independent Variables): Numeric features like Square Footage, Number of Rooms, Year Built
- Y-Axis (Dependent Variables): Should be numeric or ordinal data. Example: Price, Sales, Temperature
- Scatter Plot → Best when both X and Y are numeric.
- Line Chart → Best for trends over time.
- Box Plot → Best for comparing distributions.
- Bar Chart → Best for categorical vs. numeric comparisons.
- Selections update the graph instantly using AJAX.
- No page reload needed!