A comprehensive Extract, Transform, Load (ETL) solution with modern analytics dashboard for the Judicial Service of Ghana. This project provides a complete data warehousing and business intelligence solution.

• Extract: Automated data extraction from multiple sources (CSV, Excel, JSON)
• Transform: Data cleaning, standardization, and business logic application
• Load: Automated loading into MySQL data warehouse
• Quality: Data quality validation and reporting

• Beautiful UI: Modern, responsive design with dark/light themes
• Interactive Charts: Real-time visualizations using Chart.js
• Real-time Data: Live data from your MySQL data warehouse
• Multiple Views: Overview, Cases, Courts, Judges, and Trends

• Python 3.9+
• XAMPP (MySQL running)
• Judicial data files in Data/, mock_data/, or generated_data/ folders

1. Start XAMPP MySQL and ensure it's running

2. Run the complete pipeline:

   ./run_complete_pipeline.sh

3. Open your browser:

   http://localhost:8080
   

This single command will:

• Install all dependencies
• Run the complete ETL pipeline
• Perform data quality checks
• Start the modern dashboard

python3 etl_pipeline.py

python3 data_quality_checker.py

cd modern_dashboard
./start_dashboard.sh

• Multiple Formats: CSV, Excel, JSON support
• Multiple Sources: Data/, mock_data/, generated_data/ folders
• Error Handling: Robust error handling and logging
• Flexible: Easy to add new data sources

• Cleaning: Handle missing values, duplicates, format standardization
• Business Logic: Calculate resolution times, validate dates, amounts
• Standardization: Consistent column names, data types
• Audit Trail: Track creation and update timestamps

• MySQL Integration: Direct loading into judicial_dw database
• Referential Integrity: Maintain foreign key relationships
• Batch Processing: Efficient bulk data loading
• Error Recovery: Rollback on failures

• Completeness Checks: Missing value analysis
• Consistency Validation: Duplicate detection, format validation
• Business Rules: Date logic, amount validation, experience checks
• Integrity Checks: Foreign key validation
• Reporting: Detailed quality reports with recommendations

• Responsive Layout: Works on desktop, tablet, mobile
• Dark/Light Themes: Toggle between themes
• Smooth Animations: Hover effects and transitions
• Professional UI: Clean, modern interface

• Real-time Charts: Live data from MySQL
• Multiple Views: Overview, Cases, Courts, Judges, Trends
• Interactive Elements: Clickable charts and navigation
• Auto-refresh: Charts update automatically

• Key Performance Indicators: Resolution rates, processing times
• Case Analysis: Outcomes, payment status, resolution times
• Court Performance: Cases per court, location distribution
• Judge Analytics: Experience distribution, assignments
• Trend Analysis: Historical filing trends

• Efficient Processing: Batch operations for large datasets
• Memory Management: Streaming data processing
• Error Recovery: Robust error handling and logging
• Monitoring: Comprehensive logging and metrics

By Farrakhan