Geospatial Analysis and Feature Extraction 📊🌏

Welcome to a geospatial adventure where data comes to life on the Australian map! 🇦🇺 In this exciting project, I delved into the intricate world of extracting coordinates based on Australian postcodes, mapping customer transactions, and crafting mesmerizing heatmaps. 📍💳

Approach:

1. Geopandas Magic 🪄

Utilized geopandas to efficiently manipulate and analyze geospatial data.

Extracted geographic information from postcodes to create a spatial masterpiece.

2. Folium Brilliance 🌐

Integrated Folium to generate interactive and visually appealing maps.

Enhanced maps with markers, popups, and tooltips for a rich user experience.

3. Heatmap Wizardry 🔮

Implemented heatmap generation using geospatial data and transaction intensity.

Applied color gradients to represent varying transaction densities.

Let's Create Geospatial Wonders Together!

Ready to transform your data into captivating geospatial stories? 🚀 Connect with me, and let's embark on a journey to make your data dance on the map! 🌍✨