Check out how to use Memgraph vector search to find similar movies by analyzing plot embeddings with a step-by-step guide.

Explore the Berlin subway system using Memgraph Lab, mapping subway stops as nodes and connections as edges in a graph database.

Learn how to use Graphistry with Memgraph and visualize your data set.

How to use Graph Notebook with Memgraph in Jupyter notebooks to analyze a supply chain effectively.

Learn how to use JupiterOne’s graph-based security analysis tool Starbase with intuitive graph view backed by Memgraph.

Learn how to generate a data model for the popular TV show Money Heist, import the data, and query the database using ChatGPT.

With the Introduction to graph analytics with Python course, you will learn all about graphs and how to analyze them. Check out the overview of the graph analytics tools landscape and engaging examples to find out how to use the most powerful network analysis Python tools.

DRS is a web application that helps to navigate through documentation by giving you page recommendations based on your input URL.

Orb is an open-source library developed by Memgraph you can use to visualize graphs by adding just a few lines to your frontend code. This blog post will show you all the cool features Orb offers and how to implement them in your project. Or don't and have slow and appalling graph visualizations - it's your choice. Seriously, use it... it's very easy and fun!

Industry leaders in the drug discovery and development area use graph technology. Here’s why

Movie ratings from MovieLens are incoming, but you are still not sure what to watch over the weekend? Create your own movie recommendation system.

Analyze the Art Blocks transaction data, projects and communities in real-time with Memgraph

Recommending books is hard. Thanks to the Amazon books dataset and insights from graph analytics, you can build your own. Here’s how.

Online algorithms are key for rapid response to changes in streamed graph data

Through this guide, you will learn how to use different query builder methods to create, change, get, set, and remove data from Memgraph.

Through this short tutorial, you will learn how to import table data from files stored in local or online storage systems to a Memgraph graph database using GQLAlchemy

Through this guide, you will learn how to start, stop, connect to and monitor Memgraph instances with GQLAlchemy.

Through this short tutorial, you will learn how to install Memgraph, connect to it from a Jupyter Notebook and perform data analysis using graph algorithms.

Analyzing the European energy crisis and dependency on Russian natural gas imports

Learn how to build applications from bottom to top with the help of GQLAlchemy.

Learn how to use the GQLAlchemy library to manage data streams and database triggers in Memgraph

Learn how to receive real-time data with WebSocket from Flask server using React on the client side and draw updates with D3.js

Explore rumor spreading in a contact network as it changes through time with online community detection

Explore a network of retweets using a dynamic PageRank algorithm and a graph database

Learn how to connect to a Pulsar cluster, create an Art Blocks NFT database in Memgraph and analyze streaming sales

Through this tutorial, you will learn how to connect to a Redpanda stream from Memgraph and analyze the graph data

A step-by-step tutorial on how to identify essential proteins in protein-protein interaction networks using graph analytics

Through this tutorial, you will learn how to create a basic Flask server, Dockerize an app and connect to Memgraph

Learn how to create a real-time recommendation engine with the Online Node2Vec embedding algorithm

Through this tutorial, you will learn how to work with Memgraph from a Python script or a Jupyter Notebook

Learn how to get Twitch data, find the most interesting statistics from the Twitch network and visualize the output of different MAGE algorithms on ingested data in real-time

Learn how to get Twitch data, find the most interesting statistics from the Twitch network and visualize the output of different MAGE algorithms on ingested data in real-time

Learn how to scrape Twitch data, find the most interesting statistics from the Twitch network and visualize the output of different graph algorithms

Check out what it takes to develop a recommendation engine with graph analytics

Learn how to visualize family trees and work with live data using Memgraph and Cypher

Analyzing Eurovision Song Contest results from 1975 to 2019 with graph analytics

Learn how to develop a simple application for visualizing and analyzing the BitClout social network using Memgraph, Python, and use D3.js.

In this tutorial, you will learn about the code assignment problem in telecommunication networks and how to solve it in a simple yet effective way using graph algorithms and Memgraph.

Learn how to productionize your NetworkX algorithms with Memgraph using Cypher procedures and query modules.

Learn how to model, visualize, and navigate a complex transportation network using graph algorithms, Cypher, Memgraph, and Memgraph Lab

Learn the basic principles behind community detection algorithms, their specific implementations, and how you can run them using Python and NetworkX.

Learn how to build a flight network analysis graph-based ASP.NET application using Memgraph, C#, and D3.js.

Learn how to extend the Cypher query language by implementing a few simple custom procedures to load and export data in a JSON format using Memgraph MAGE and Python.

In this tutorial, you will learn how to build a simple graph-powered Python fraud detection web application from scratch.

Discover how to visualize graph data on a world map in Memgraph Lab

Discover how to customize your graph visualisations using the new scripting lanugage.

Learn how to leverage breadth-first search and dijkstra's algorithm to build a route planning application with Memgraph and Cypher.

A step-by-step tutorial for installing Memgraph Platform on macOS

A step-by-step tutorial for installing Memgraph and Memgraph Lab on Windows 10