multi density clustering on map by python

multi density clustering on map by python
https://github.com/search?q=multi+density+clustering
simulate dots in different shapes and different scales on USA map
put them randomly on map
develop python code to locate dots shapes - unsupervised multi density clustering
number of dots from clusters is 1500000
add many random noise dots
more details will be provided
needed knowledge of python geo location packages
provide fast running code with good clustering performance
input data has both formats: geo and courtesian

https://www.youtube.com/watch?v=fd04Ktiu2Hk

https://github.com/search?l=Jupyter+Notebook&q=geopandas+clustering&type=Repositories

https://scikit-learn.org/stable/modules/clustering.html

https://stackoverflow.com/questions/34579213/dbscan-for-clustering-of-geographic-location-data

https://github.com/fleason/Coursera_Capstone