38 Network Analysis Tools
As I did my PhD in network science, this field within data science is particularly dear to me. I have a few upcoming announcements on how to get on board with network analytics, so as a warm-up comes this ever-growing list of network analytics tools. Comment/add your favorite ones!
In this article, I compiled several online collections and a number of comments and software recommendations I received on social media. I did my best to group the tools into three categories that help decide whether a tool is an offline or online point-and-click software or a programming library (most likely based on Python).
𝐏𝐨𝐢𝐧𝐭-𝐚𝐧𝐝-𝐜𝐥𝐢𝐜𝐤 𝐬𝐨𝐟𝐭𝐰𝐚𝐫𝐞:
𝐎𝐧𝐥𝐢𝐧𝐞 𝐭𝐨𝐨𝐥𝐬:
𝐏𝐲𝐭𝐡𝐨𝐧 𝐥𝐢𝐛𝐫𝐚𝐫𝐢𝐞𝐬:
- networkx
- graph-tool
- graphviz
- ipycytoscape
- ipydagred3
- ipysigma
- ipyvolume
- netwulf
- nxviz
- Py3Plex
- py4cytoscape
- pydot
- pyGraphistry
- pygsp
- python-igraph
- PyTorch Geometric
- pyvis
- scikit-network
- SNAP
- vis.js
- visNetwork
- 3D Force-Directed Graph
Let me know what your favorite tool is in 2024!