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Route-Optimization-Using-OSMnx

The "Geospatial Analysis and Route Optimization Project Using OSMnx" explores urban transportation in Thiruvananthapuram, Kerala, using the OSMnx library to analyze road networks and optimize travel routes. It employs geospatial techniques, the Nearest Neighbor algorithm for the Traveling Salesman Problem (TSP), and visualization tools to enhance route planning for tourists, with potential future improvements like real-time traffic integration and mapping APIs.

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Route Optimization Using OSMnx uses OSMnx for road network extraction, GeoDataFrame conversion, and route optimization using the Nearest Neighbor algorithm for TSP. It applies the Haversine formula for distance calculation, NetworkX for shortest path analysis, and geocoding for node identification to determine optimal routes.

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