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Maps & Analytics Module Implementation - Nagara AI

Kalal Vaishnavi requested to merge maps-analytics into main

Maps & Analytics Module Implementation - Nagara AI

Overview

This merge request contains the implementation of the Maps, Analytics, Documentation, and Reporting modules for the Nagara AI Smart City Intelligence & Tourism Platform.

Features Implemented

Maps Integration

  • OpenStreetMap Integration
  • Interactive City Maps
  • Tourist Attraction Mapping
  • Complaint Location Mapping
  • Emergency Service Mapping
  • Route Visualization

Tourist Places Map

  • Charminar
  • Golconda Fort
  • Salar Jung Museum
  • Hussain Sagar
  • Ramoji Film City

Features:

  • Location markers
  • Attraction details
  • Coordinates display
  • Interactive popups

Civic Complaint Maps

  • Pothole locations
  • Garbage dump locations
  • Water leakage locations
  • Streetlight issue locations

Features:

  • Issue categorization
  • Marker clustering
  • Status visualization

Emergency Services Maps

  • Hospitals
  • Police Stations
  • Fire Stations

Features:

  • Service locations
  • Contact information
  • Nearby service discovery

Analytics Dashboard

Complaint Analytics

  • Total Complaints
  • Resolved Complaints
  • Pending Complaints
  • Area-wise Complaint Analysis
  • Monthly Trends

Tourism Analytics

  • Tourist Visit Statistics
  • Popular Attractions
  • Crowd Density Analysis
  • Tourism Growth Trends

Traffic Analytics

  • Traffic Index Analysis
  • Congestion Monitoring
  • Area-wise Traffic Reports
  • Traffic Trend Visualization

City Health Analytics

  • Health Score Dashboard
  • Safety Metrics
  • Cleanliness Metrics
  • Performance Comparison

Reporting System

  • PDF Report Generation
  • CSV Export Support
  • Analytics Summary Reports
  • Dashboard Reports

Documentation

  • README.md
  • USER_MANUAL.md
  • INSTALLATION_GUIDE.md
  • SYSTEM_ARCHITECTURE.md
  • API_DOCUMENTATION.md
  • PROJECT_REPORT.md

Presentation Materials

  • PPT Content
  • Project Pitch
  • Demo Script
  • Final Presentation Resources

Technical Implementation

  • Folium Maps
  • OpenStreetMap
  • Plotly Dashboards
  • Pandas Analytics
  • Heatmap Visualization
  • PDF Report Generation
  • Modular Architecture

Files Added

maps/

  • map_utils.py
  • tourist_map.py
  • complaint_map.py
  • emergency_map.py
  • heatmaps.py

analytics/

  • analytics_engine.py
  • complaint_analytics.py
  • tourism_analytics.py
  • traffic_analytics.py
  • health_analytics.py
  • report_generator.py

docs/

  • README.md
  • USER_MANUAL.md
  • INSTALLATION_GUIDE.md
  • SYSTEM_ARCHITECTURE.md
  • API_DOCUMENTATION.md
  • PROJECT_REPORT.md

presentation/

  • PPT_CONTENT.md
  • Project_Pitch.md
  • Demo_Script.md

Status

Maps, Analytics, Documentation, and Reporting modules completed successfully.

Branch

maps-analytics

Ready For

  • Frontend Integration
  • Backend Integration
  • Final Testing
  • Project Demonstration

Merge request reports