I’ve worked on a couple of projects based on graph data, and one thing they all had in common was a need for a custom network visualization/interaction tool. In my previous post, I have investigated how to incorporate VisJS into the GRAND stack framework. Unfortunately, the VisJS doesn’t scale well…
Twitch is one of the newer social network platforms. The idea behind the platform is that it allows anyone to stream or broadcast content. Other users can then support streamers through subscriptions and donations. …
I have already demonstrated how to create a knowledge graph out of a Wikipedia page. However, since the post got a lot of attention, I’ve decided to explore other domains where using NLP techniques to construct a knowledge graph makes sense. …
A couple of weeks ago, I stumbled upon the stock market volume analysis in Neo4j by Bryant Avey.
It got me interested in how we could use graph analytics to analyze stock markets. After a bit of research, I found this Spread of Risk Across Financial Markets research paper. The…
In my previous blog post, I introduced the newly available Link Prediction pipeline in the Neo4j Graph Data Science library. Since the post, I took more time to dig deeper and learn the inner workings of the pipeline. I’ve learned a couple of things along the way that I want…
A couple of days ago, I stumbled upon the network visualizations of travel logs made by Pieter Levels on his NomadList website. NomadList is a website that builds the infrastructure to help digital nomads live anywhere in the world and connect with like-minded people. So I asked Pieter on Twitter…
It has been a while since I wrote a post about new features in the Neo4j Graph Data Science library (GDS). For those of you that never heard of the GDS library, it features more than 50 graph algorithms ranging from community detection to node embedding algorithms and more. In…
Throughout the years, I have worked on a couple of Neo4j projects. Almost all the projects have in common that there was a need to develop a custom network visualization tool that would allow end-users to explore the graph without having to learn any Cypher query language syntax. This blog…
Machine learning has become a vital tool in our everyday life. Almost a day doesn’t go by when you don’t use any of the wide range of applications that use machine learning in one way or another. If you have some experience with training machine learning models, you might be…
Lately, I have been on a quest to learn as much as possible about node embedding techniques. The goal of node embedding is to encode nodes so that the similarity in the embedding space approximates similarity in the original network. …
