Visualization Guide

Data Visualization

Arithlab automatically generates interactive visualizations using Recharts based on your AI queries and data types.

Automatic Chart Selection

The AI intelligently selects chart types based on:

• Query Analysis: Keywords like "trends", "distribution", "comparison"

• Data Characteristics: Number of categories, data types, and relationships

• Best Practices: Pie charts for ≤7 categories, line charts for time series

Available Chart Types

Core Visualizations:

• Bar Charts: For categorical comparisons with customizable colors

• Line Charts: For trends and time series data with interactive tooltips

• Pie Charts: For distributions with automatic color cycling

• Data Tables: Always included with sortable columns and pagination

Interactive Features

• Responsive Design: Charts adapt to screen size automatically

• Hover Tooltips: Detailed information on data point hover

• Legend Support: Clear labeling with interactive legend

• Grid Lines: Professional styling with subtle grid patterns

Chart Styling

• Professional Color Palette: Consistent color scheme across charts

• Axis Labels: Automatic rotation for long labels (45-degree angle)

• Margins: Optimized spacing for readability

• Typography: Clean, readable fonts with proper sizing

Memory-Safe Rendering

• Browser Optimization: Maximum 5,000 rows displayed in browser

• Server-Side Aggregation: Large datasets processed on server

• Efficient Updates: Hot module replacement for development

• Performance Monitoring: Automatic memory usage tracking

Integration with AI Analysis

• Charts automatically generated from AI query responses

• Data tables complement visualizations for detailed analysis

• Context preservation allows chart refinement through follow-up queries

• Seamless integration with conversation flow