Tutorials

Articles within the tutorials section serve as real-world examples of using Memgraph.

Cypher and graph analytics tutorials

These articles tend to provide the user with a reasonably-sized dataset and some example queries that showcase how to use Memgraph on that particular dataset. We encourage all Memgraph users to go through at least one of the tutorials as they can also serve as a verification that Memgraph is successfully installed on your system.

So far we have covered the following topics with basic tutorials:

• Analyzing TED Talks - Try it on Playground!
• Backpacking Through Europe - Try it on Playground!
• Exploring the European Road Network - Try it on Playground!
• Football Transfers - Try it on Playground!
• Game of Thrones deaths - Try it on Playground!
• Graphing the Premier League - Try it on Playground!
• Movie Recommendation System
• Marvel Comic Universe Social Network - Try it on Playground!

If you are looking for more complex tutorials that include the usage of database functionalities such as query modules, then take a look at these:

• Understanding music (with modules)
• Social Network Analysis with NetworkX

Building applications and other tutorials

These articles demonstrate how to build real-world applications that use graph analytics and how to perform complex network analysis with Memgraph. Each one focuses on a specific problem.

Article	GitHub code	Streaming data
Visualizing and Analyzing Reddit In Real-Time with Kafka and Memgraph	Repository	☑️
Analyzing Interactions in a Slack Communication Network	Repository	☑️
How to build a Spotify Recommendation Engine using Kafka and Memgraph	Repository	☑️
How to Visualize a Social Network in Python with a Graph Database: Flask + Docker + D3.js	Repository
How to Develop a Credit Card Fraud Detection Application using Memgraph, Flask, and D3.js	Repository
Building a BitClout Social Network Visualization App With Memgraph and D3.js	Repository
Identifying Essential Proteins using Betweenness Centrality & Memgraph MAGE	Repository
How to Build a Flight Network Analysis Graph-Based ASP.NET Application with Memgraph, C#, and D3.js	Repository

We have also covered the following topics:

• Optimizing Telco Networks With Graph Coloring & Memgraph MAGE
• Exploring Interpersonal Relationships in the Bible
• Modeling, Visualizing, and Navigating a Transportation Network with Memgraph
• Influencers among computer scientists
• Air Traffic Routing with Memgraph
• Building a Recommendation System using Memgraph
• How to Implement Custom JSON Utility Procedures With Memgraph MAGE and Python
• Running Community Detection with Memgraph and Python NetworkX
• How to Write Custom Cypher Procedures with NetworkX and Memgraph