Geospatial Python: Expanded Project Guides
Source guide:
project_based_ideas/PYTHON/GEOSPATIAL_PYTHON_LEARNING_PROJECTS.mdThis directory contains expanded project briefs aligned to the latest sprint structure.
Project Index
| # | Project | Difficulty | Time Estimate | Primary Focus |
|---|---|---|---|---|
| 1 | Real-Time Earthquake Monitor | Level 1 | 6-8 hours | Live GeoJSON ingest and mapping |
| 2 | Neighborhood Walkability Analyzer | Level 2 | 12-16 hours | Street-network accessibility |
| 3 | Property Value Choropleth with Prediction | Level 2 | 16-24 hours | Spatial feature engineering |
| 4 | Delivery Route Optimizer | Level 3 | 24-36 hours | VRP and constrained routing |
| 5 | Satellite Land Cover Classifier | Level 3 | 28-40 hours | Raster change analytics |
How to Use This Folder
- Read each file’s “The Core Question” before implementing.
- Implement by phases and stop at each checkpoint.
- Use the deterministic “Real World Outcome” transcript to verify correctness.
- Complete the self-assessment checklist before moving to the next project.
Shared Prerequisites
- Python 3.11+
- GeoPandas, Shapely, pyproj, Rasterio, OSMnx, NetworkX, Folium
- Basic familiarity with CRS, vector/raster differences, and command-line workflows
Suggested Order
- Default: P01 -> P02 -> P03 -> P04 -> P05
- Mobility-first: P01 -> P02 -> P04 -> P03 -> P05
- Remote-sensing-first: P01 -> P05 -> P03 -> P02 -> P04