India Unemployment Analysis Dashboard
An interactive web-based analytics dashboard exploring India's unemployment trends (2019–2024), COVID-19 impact, and rural-urban dynamics.
Project Overview
An interactive analytics dashboard that explores India's unemployment trends between 2019 and 2024, covering the economic impact of COVID-19, labor market recovery patterns, state-wise disparities, and rural-urban employment dynamics. Built to transform complex labor market datasets (740+ records across 28 states) into an engaging, data-driven storytelling experience.
Analytics Pipeline
The project follows a complete data analytics workflow from raw datasets to interactive visual storytelling:
Python ETL
Clean & Aggregate
Data Layer
JS Module
Chart.js
5 Dashboards
Explorer
Search & Export
Key Features & Insights
The dashboard reveals critical labor market insights through interactive modules:
COVID-19 Shock: Average unemployment surged to 24.26% during April–May 2020 nationwide lockdowns.
Urban Vulnerability: Urban unemployment (13.43%) consistently exceeded rural (9.73%), revealing structural labor market gaps.
State Spotlight Explorer: Select any state to view regional insights, pandemic impact, and policy recommendations.
Seasonal Heatmap: Custom Year × Month heatmap revealing lockdown intensity periods and recovery phases.
Export System: Download filtered datasets to CSV, charts as PNG, with Light/Dark theme switching.
Tech Stack
Built as a responsive, glassmorphism-styled analytics platform:
Frontend: HTML5, CSS3 (Glassmorphism), JavaScript ES6
Visualization: Chart.js (5 interactive dashboards + custom heatmap)
Data Processing: Python (dataset cleaning & aggregation)
Deployment: GitHub Pages
UI/UX: Dark/Light themes, responsive design, micro-animations