Tutorials

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

• First steps with Memgraph - learn how to install Memgraph Platform, connect to it using Memgraph Lab, run your first query and style your graph
• Install MemgraphDB and Memgraph Lab on Windows 10
• Graph modeling - learn basic terminology and practices related to graph databases and graph modeling
• Migrate from RDBMS to Memgraph - learn how to migrate your data from a relational database to Memgraph
• Exploring datasets - learn the Cypher query language used to interact with the Memgraph graph database
• Style your graphs in Memgraph Lab - learn Style script to add style to your graphs in Memgraph Lab
• Implement a custom query module in Python - learn how to develop a custom query module in Python with Memgraph Lab and use it on a dataset
• Social network analysis with NetworkX
• Exploring a music social network - learn how to extend the Cypher query language by implementing query modules
• Graph stream processing with Kafka - learn how to connect Memgraph to an existing Kafka stream in order to ingest and analyze data in real-time

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.

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

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.

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