NET 4103/7431: Labs materials
Contents of the git Repository
Documentation
Lab exercices
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.