OrbitalClustering

Clustering of Twitter Networks with Orbital Signature Embeddings

Install

To reproduce the results, you can run the following commands:

git clone https://github.com/roicort/OrbitalClustering
cd OrbitalClustering
pip install -r requirements.txt

Preprocess

Preproces edges

python main.py --preprocessing 

Count orbits

python main.py --precompute --threads 4

First Embedding

Get K

python main.py --optimKE

Get the stability of the users caracterization (Embedding)

python main.py --stabilityE

Get User's embedding

python main.py --embedding

Second Embedding

python main.py --optimKC

python main.py --stabilityC

python main.py --clustering

Post Process (Optional)

python main.py --correlations

python main.py --audit

python main.py --colornetworks

python main.py --viewsignature

python main.py --viewcomposition

Discussion (Spanish)

See https://roicort.github.io/OrbitalClustering/docs/tesis/discusion

Results

See https://roicort.github.io/OrbitalClustering/explore