ngmsonn/Awesome_Network_Science

A curated list of awesome lists on Network Science.

Awesome Network Science

Papers

• Complex Networks: a Mini-review

Papers II

• Network approaches for modeling the effect of drugs and diseases

Journals

• Journal of Complex Networks
• Network Science
• Applied Network Science

Books

• Data Science and Complex Networks: Real Case Studies with Python
• Network Analysis Made Simple
• A First Course in Network Science
• Complex Networks: Principles, Methods and Applications
• Analyzing Network Data in Biology and Medicine: An Interdisciplinary Textbook for Biological, Medical and Computational Scientists
• Theory of Complex Networks
• Introduction to Cultural Analytics & Python

Courses

• Youtube - Introduction to Social Network Analysis
• Social and Technological Network Analysis
• NetPy '24: Introduction to Network Science in Python
• Youtube - Network Science 2021 | Lenoid Zhukov
• Youtube - Introduction to Graph Theory using Python & NetworkX

Videos

• A gentle introduction to network science
• Youtube - Social network analysis - Introduction to structural thinking

Videos II

• NetworkX Python Overview and Basic Functions Explained
• NetworkX Python Graph Types, In-Degree, Out Degree and Graph Types Explained

Packages

• NetworkX
• graph-tool
• NetworKit
• pyvis
• Bokeh
• Jaal
• Plotly Graphing Libraries
• igraph
• emerge-viz
• ipysigma - Large Network Visuallization

Datasets

• Netzschleuder

Others

• Network Science
• VisJS
• Github - Awesome Network Analysis
• Github - Protein-Protein interaction using Networkx
• ipysigma — Easily visualize networks with thousands of nodes and edges in Python
• Github - ipysigma