Dimension Reduction

• https://umap-learn.readthedocs.io/en/latest/index.html
• Manifolds: A Gentle Introduction
• https://maartengr.github.io/BERTopic/index.html#installation

Inspiration:- Domain of Science posters

https://leafletjs.com/

https://wiki.openstreetmap.org/wiki/Tiles

https://vasturiano.github.io/3d-force-graph/

https://pygis.io/docs/a_intro.html

https://pygis.io/docs/d_access_osm.html

GIS

Accessing OSM Data in Python — Python Open Source Spatial Programming & Remote Sensing

Getting started — Folium 0.19.4 documentation

10 minutes to pandas — pandas 2.2.3 documentation

Introduction to GeoPandas — GeoPandas 1.0.1+0.g747d66e.dirty documentation