Complex JOINs necessary for tracking data lineage with relational DBs drag down the speed of analyzing and visualizing the lineage and pinpointing issues and solutions. That is why graph technology is perfect to model and manage data lineage! Not convinced? Read the post to find out more.

When NetworkX can no longer handle the analysis and vizualisation requirements of your project, and you are tired of constantly reloading data, find out how you can utilize Memgraph to get your graph data analysis back on track.

Sometimes choosing graphs solutions isn’t the only step you can take to mitigate risks. In case fraudsters foolishly think they can outsmart an analytics team, they probably haven’t come across their new best friend - fraud detection systems enhanced with machine learning models.

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

Did you ever fall down some bottomless pit of bad data modeling? Our inter Adrian sure did, but he learned a lot from it - how to recognize the pitfalls and how to avoid them in the future! Hope his experience helps you… but let’s be honest, we never really learn from other people’s mistakes, so if you fall be sure to yell for help!

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!

The world of version control is getting more interesting each day. Learn what Git, GitHub, and GitHubCLI have in common and master version control!

How to build docker images for multiple architectures

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

Always wanted to identify the most influential developer within your GitHub network? Check out how by using PageRank.

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

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

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

Learn what is Docker Compose and how it can help you in the application development process.

Temporal graph neural networks can be used to perform both label classification and link prediction. Learn how to create a simple graph recommendation engine using TGNs on an Amazon product dataset.

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

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.

Learn how to migrate a dataset from Neo4j to Memgraph using CSV files.

Learn the Cypher query language through our simple and informative 10 day email course

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

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

We created a Slack Bot that measures a user's influence and activity in a Slack workspace

Learn how to ingest Reddit data, visualize it as a graph and perform sentiment analysis.

Learn how to write well structured and easily understandable Cypher queries

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

Learn the Cypher query language through our simple and informative 10 day email course

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

Analyze the BitClout network to find out which content creators have the most supporters and are worth investing in

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.

The most useful and common Cypher queries along with their explanation, and best practices.