NET 4103/7431: Complex Networks

Documentation

• Intoduction à la programmation avec le language Python
• Python for data Analysis

Install virtual environement

With virtualenv

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

with conda

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

Create the jupyter kernel

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

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

• Jake VanderPlas, Python Data Science Handbook, O′Reilly (2016)
• Wes McKinney, Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython, O′Reilly (2017)
• Scipy Lecture Notes
• Une introduction à Python 3.

Recomended Python distribution

• Download Anaconda pour OSX/Windows/Linux
• Google Colab