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Version: 2.3.0


Tutorials are guides on how to use Memgraph in real-world examples to help you kick off your own Memgraph graph database adventures.

Basic tutorials

Tutorials with available GitHub repositories

Our developers, the best graph masters and coders, have prepared some high quality blog posts to demonstrate how to build real-world applications that use graph analytics and how to perform complex network analysis with Memgraph.

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

Various other blog tutorials

Blog tutorials written by the Memgraph developers to help you see how graphs can change the way we think about the world.