Getting Started

List of Probable Project Topics

• Interactive Sales Dashboard (region/product/time filters; KPIs + trends)
• COVID/Health Trends Story (cases, vaccination, mortality; annotations + narrative)
• Climate Change Visual Report (temperature anomaly, CO₂, extreme events; small multiples)
• Stock/Portfolio Performance Analyzer (returns, risk, drawdowns; interactive charts)
• Customer Churn Exploration (cohort charts, feature comparisons, churn drivers)
• Marketing Funnel Visualization (conversion drop-offs, channel performance, attribution view)
• Supply Chain / Inventory Monitor (stockouts, lead times, service levels, heatmaps)
• HR Analytics Dashboard (hiring, diversity, attrition, compensation bands—ethics-aware)
• Public Transport / Mobility Map (routes, delays, demand hotspots; geo-visualizations)
• Food Delivery / Restaurant Insights (ratings, prep time, cuisine clusters, map-based demand)
• Education Analytics (student performance, engagement, topic mastery; drill-down views)
• Financial Statement Visualizer (income statement trends, margins, waterfall charts)
• E-commerce Product Analytics (basket analysis visuals, price vs rating, category treemaps)
• Sports Performance Dashboard (team/player stats, shot charts, win probability trends)
• Network Visualization Project (social graph, citation network, or collaboration map)
• Text Visualization (topic modeling + word shifts + sentiment timelines)
• Data Quality & Missingness Report (completeness heatmaps, anomaly flags, audit summary)
• “One Dataset, Many Charts” Gallery (best chart choice for each question; design critique)