tquach/geo-groupings

Geo spatial groupings by proximity using k-means algorithm.

Geo Point Groupings

This implementation generates a series of groupings for a given set of geodata locations based on proximity.

Installing

pip install -r requirements.txt

Running

python app.py <num_partitions> <path/to/json_data_file>

Background

This implementation uses a k-means partitioning approach from the sklearn library. There is an alternate approach which uses DBSCAN which is similar to the k-means approach, but