Real-time Job Market Analysis Dashboard Development
Khuzaima A.
🔄 Real-time Job Market Dashboard
A comprehensive, real-time job market analysis dashboard built with Streamlit that automatically scrapes job postings from multiple sources and provides live insights and analytics.
🚀 Features
Real-time Data Collection
Automated Scraping: Automatically scrapes job postings from LinkedIn and RemoteOK
Manual Refresh: On-demand data updates with single-click refresh
Scheduled Updates: Configurable auto-refresh intervals (5-120 minutes)
Background Processing: Non-blocking scraper execution using threading
Progress Tracking: Real-time status updates and countdown timers
Interactive Analytics Dashboard
Live Metrics: Total jobs, companies, cities, and date ranges
Top Job Titles: Most in-demand positions with frequency analysis
Skills Analysis: Required skills breakdown with visual charts
Location Insights: Geographic distribution of job opportunities
Trend Analysis: Job posting trends over time
Company Analytics: Top hiring companies and their job counts
Advanced Features
Smart Filtering: Filter by source, date range, and other criteria
Data Export: Download filtered data as CSV
Activity Logging: Track all scraper runs and errors
Cache Management: Optimized data loading with intelligent caching
Error Handling: Robust error management with detailed logging
Responsive Design: Mobile-friendly interface with modern styling
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Posted Sep 24, 2025
Developed a real-time job market analysis dashboard with Streamlit.
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Timeline
Sep 10, 2025 - Sep 17, 2025
