vamseeachanta Interactive Dashboard Builder Skill
Patterns for creating self-contained HTML/JavaScript dashboards using Chart.js, with built-in filtering and professional styling.
Core Architecture
Every dashboard follows this structure with sections for headers, KPI cards, charts, tables, and footers. The foundation uses a Dashboard class that manages data, filtering, and rendering.
Key Components
KPI Cards
Display metrics with formatted values and period-over-period changes. Format currency, percentages, and numbers with automatic scale adjustment (e.g., "$1.5M" for millions).
Chart Types Supported
- Line charts for trends with multiple datasets
- Bar charts with automatic horizontal orientation for 8+ categories
- Doughnut charts for composition analysis
Charts use responsive containers and maintain interactivity through hover tooltips and legend controls. Customize tooltips and formatting per chart type.
Filtering System
Implement dropdown selects, date range inputs, and combined filter logic that triggers real-time updates across all visualizations and tables simultaneously using an applyFilters() function.
Data Tables
Sortable columns with clickable headers toggle ascending/descending order.
Design System
Use CSS custom properties for consistent theming: dark headers, light cards, and a six-color palette for data visualization. Layout relies on CSS Grid for responsive multi-column arrangements that stack to single column on mobile.
Performance Guidelines
| Dataset Size | Approach |
|---|---|
| <1,000 rows | Embed data directly in HTML |
| 1,000-10,000 rows | Pre-aggregate before embedding |
| >10,000 rows | Pre-aggregate server-side |
Chart.js performance limits:
- Line charts: <500 points per series
- Bar charts: <50 categories
- Scatter plots: <1,000 points
- Disable animations when multiple charts exist for better responsiveness
Data Formatting Utilities
Provide utility functions for displaying values as currency, percentages, or abbreviated numbers:
function formatValue(value, type) {
if (type === 'currency') {
if (Math.abs(value) >= 1e6) return `$${(value / 1e6).toFixed(1)}M`;
if (Math.abs(value) >= 1e3) return `$${(value / 1e3).toFixed(1)}K`;
return `$${value.toFixed(0)}`;
}
if (type === 'percent') return `${value.toFixed(1)}%`;
if (type === 'number') {
if (Math.abs(value) >= 1e6) return `${(value / 1e6).toFixed(1)}M`;
if (Math.abs(value) >= 1e3) return `${(value / 1e3).toFixed(1)}K`;
return value.toFixed(0);
}
return value;
}
Dashboard Template Structure
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Dashboard Title</title>
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
<style>
:root {
--primary: #1a1a2e;
--accent: #e94560;
--bg: #f5f5f5;
--card-bg: #ffffff;
--text: #333333;
--text-light: #666666;
}
/* Grid layout, card styles, responsive breakpoints */
</style>
</head>
<body>
<header><!-- Title, date range, filters --></header>
<section class="kpi-cards"><!-- KPI summary cards --></section>
<section class="charts"><!-- Chart containers --></section>
<section class="data-table"><!-- Sortable detail table --></section>
<footer><!-- Data source, last updated --></footer>
<script>
// Embedded data, Dashboard class, chart initialization, filter logic
</script>
</body>
</html>
Dashboards are fully self-contained HTML files that can be shared by sending the file, with no server required.