This contains slides, code, data and reading materials for the the course.

A Rust crate and Python library for packed, immutable, zero-copy spatial indexes.

Codespace prerequisites for starting with Observable Framework.

SAT2LoD2: Automated LoD-2 Model Reconstruction from Satellite-derived DSM and Orthophoto

A pipeline for extracting PV systems characteristics from a geolocalized polygon

Zoomable, animated scatterplots in the browser that scales over a billion points

Demo page for Shortbread tiles provided by Tilekiln

A plugin to manage layer groups in Mapbox GL JS

🍃 JavaScript library for mobile-friendly interactive maps 🇺🇦

A list of key events in the history of Geographic Information Systems (GIS) and spatial data processing.

🕷️ Undetectable, Lightning-Fast, and Adaptive Web Scraping for Python

Build vector tilesets from large collections of GeoJSON features.

🇨🇭 A React renderer for Three.js

Smith-Pittman Community Detection Algorithm for 'igraph' Objects (2024) in R

A powerful Python tool that leverages Claude 3.5 Sonnet Vision API to detect and visualize objects in images. The script automatically draws bounding boxes around detected objects, labels them, and…

Database diagrams editor that allows you to visualize and design your DB with a single query.

Resources relating to data science.

PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

A very fast density based clustering library for geographic points

Citation-based literature search

F. Lei, A. Fan, A. M. MacEachren and R. Maciejewski, "GeoLinter: A Linting Framework for Choropleth Maps," in IEEE Transactions on Visualization and Computer Graphics, doi: 10.1109/TVCG.2023.3322372.

A suite of algorithms for cartographic visualization

Create your own study by cloning and editing configs; or check out the code behind the study components.

The Hitchhiker's Guide to Data Science for Social Good