We had the opportunity to present our thoughts on content analysis with similarity graphs at the Graph Data Science conference. Below, you can watch our presentation and other useful materials to get started with similarity graphs.

Image analysis and similarity graphs

You can learn more about our work on similarity graphs of images in our previous post, Prototypes of Women in American Advertisements: A Machine Aided Image Analysis where we link our scientific paper, a conference presentation and the associated code repository too.

Text Visualization – War & Peace

You can find our repo on visualizing War and Peace here. This project is at an early stage and there will be major refactors before we publish anything about this project.

Graph Theory and Network Science for Natural Language Processing

We had a four-part series on graphs and networks in NLP with the following topics:

• Part 1 – Essential Readings and Python Tools
• Part 2 – Graph Databases and Analytics Engines
• Part 3 – Visualization
• Part 4 – Text Graphs and Graph Neural Networks