/ComplexNetTD

NET 4103 / NET 7431

Primary LanguageJupyter Notebook

NET 4103/7431: Labs materials

Contents of the git Repository

Documentation

Lab exercices

install virtual environement required for all the labs

With virtualenv

$ python -m venv net
$ source net/bin/activate
$ pip install --upgrade pip
$ python -m pip install -r requirements.txt

with conda

$ conda create -n net python=3.8    
$ conda activate net
$ pip3 install --upgrade pip
$ pip install -r requirements.txt

Create the jupyter kernel for the labs

$ python -m ipykernel install --user --name=net

Data

  • Comtrade: The UN Comtrade Database houses detailed global trade data.
  • Game Of Thrones: Kaggle Game of Thrones: Network Analysis
  • Wikipedia: Small subset of wikipedia articles in form : Page Id, Page Title, Keywords
  • Facebook: this dataset consists of 'circles' (or 'friends lists') from Facebook. Facebook data was collected by [1] from survey participants using this Facebook app. The dataset includes node features (profiles), circles, and ego networks.

[1] the J. McAuley and J. Leskovec. Learning to Discover Social Circles in Ego Networks. NIPS, 2012.

Other Python resources online

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