Folder Structure: Data /Raw (Unprocessed) /Processed (Analysis In Progress) /Final (Ready to be used)
Coding ..
Tech Stack: Step 1 - Coding Environments:
- ArcGIS Pro
- QGIS /GeoDa
- Google Colab (Jupyter Notebook)
- Jupyter Notebook (local)
Step 2 - Data Exploration & Analysis (Python) Data Loading & Manipulation
- Pandas/GeoPandas, GDAL/ORG, PyProj, Rasterio Analysis
- Shapely, GeoPandas, Rasterio, NumPy/SciPy
- Advanced: Scikit-learn, Tensorflow Visualization
- ipyleaflet, plotly
Step 3 - Web App Option 1 (Low-Code, Medium-Customization, Medium-Interactive, Medium-Effort)
- ArcGIS Online, Experience Builder
- Data pulled from AGO portals, Github, or Microsoft Docs
Option 2 (High-Code, High-Customization, Variable-Interactive, High-Effort)
- HTMl/CSS: Bootstrap 5
- JavaScript: Mapbox.js/.gl, D3.js, Leaflet.js, Turf,js, OpenLayers.js
Option 3 (No-Code, Low-Customization, Medium-Interactive, Low-Effort)
- Felt Maps