join-the-dots-data-lineage-is-a-graph-problem-heres-why
Tutorials
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Join the Dots: Data Lineage Is a Graph Problem. Here’s Why!

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.

by
Ante Pusic
November 4, 2022
data-persistency-large-scale-data-analytics-and-visualizations-biggest-networkx-challenges
Tutorials
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Data persistency, large-scale data analytics and visualizations - biggest NetworkX challenges

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.

by
Katarina Supe
November 3, 2022
why-should-you-combine-machine-learning-and-graph-tech-to-build-your-fraud-detection-system
Tutorials
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Why Should You Combine Machine Learning and Graph Tech to Build Your Fraud Detection System?

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.

by
Bruno Sacaric
November 2, 2022
lost-in-documentation-let-our-docs-recommendation-system-guide-you-along
Tutorials
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Lost in Documentation? Let Our Docs Recommendation System Guide You Along!

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

by
Matea Pesic, Marko Domagoj Benkovic
October 12, 2022
modeling-the-data-a-key-step-in-using-a-graph-database
Tutorials
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Modeling the Data: A Key Step in Using a Graph Database

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!

by
Adrian Cvijanovic
October 10, 2022
visualize-graphs-in-the-browser-with-just-a-few-lines-of-the-new-orb-code
Tutorials
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Visualize graphs in the browser with just a few lines of the new Orb code

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!

by
Toni Lastre
September 15, 2022
how-to-work-with-github
Tutorials
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How to work with GitHub

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

by
Marko Budiselić, Ante Javor
September 1, 2022
ship-it-on-arm64-or-is-it-aarch64
Tutorials
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Ship it on ARM64! Or is it AARCH64?

How to build docker images for multiple architectures

by
Jure Bajic
July 14, 2022
predicting-drug-interactions-in-pharma-with-chemicalx-integration
Tutorials
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Predicting Drug Interactions In Pharma With ChemicalX Integration

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

by
Antonio Filipovic, Josip Matak
July 6, 2022
how-to-analyze-commits-in-a-github-social-network-in-real-time
Tutorials
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How to analyze commits in a GitHub social network in real-time?

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

by
Ivan Despot
June 21, 2022
how-to-analyze-a-streaming-dataset-of-movie-ratings-using-custom-query-modules
Tutorials
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How to analyze a streaming dataset of movie ratings using custom query modules?

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

by
Ante Javor
June 21, 2022
how-to-build-a-real-time-book-recommendation-system-on-amazon-books-dataset
Tutorials
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How to build a real-time book recommendation system on Amazon books dataset?

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

by
Ante Javor
June 21, 2022
how-to-analyze-and-explore-the-world-of-real-time-nfts
Tutorials
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How to analyze and explore the world of real-time NFTs?

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

by
Katarina Supe
June 21, 2022
how-to-orchestrate-your-graph-application-with-docker-compose
Tutorials
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How to orchestrate your graph application with Docker Compose

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

by
Katarina Supe
May 26, 2022
amazon-user-item-recommender-with-tgn-and-memgraph
Tutorials
/ Python
Temporal graph neural networks with PyTorch - How to create a simple recommendation engine on an Amazon dataset

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.

by
Antonio Filipovic
April 26, 2022
analyze-infrastructure-networks-with-dynamic-betweenness-centrality
Tutorials
/ Memgraph MAGE
Analyze Infrastructure Networks with Dynamic Betweenness Centrality

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

by
Ante Pusic
April 21, 2022
jupyter-notebook-twitter-network-analysis
Tutorials
/ GQLAlchemy
Exploring a Twitter Network with Memgraph in a Jupyter Notebook

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.

by
Ivan Despot
March 25, 2022
how-to-migrate-from-neo4j-to-memgraph
Tutorials
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How to migrate from Neo4j to Memgraph

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

by
Katarina Supe
March 15, 2022
cypher-email-course-is-back
Tutorials
/ Cypher QL
Cypher Email Course is back!

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

by
Nenad Malic
February 22, 2022
identifying-essential-proteins-betweenness-centrality
Tutorials
/ Python
How to Identify Essential Proteins using Betweenness Centrality

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

by
Ivan Despot
November 18, 2021
online-node2vec-recommendation-system
Tutorials
/ Python
Recommendation System Using Online Node2Vec with Memgraph MAGE

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

by
Antonio Filipovic
November 11, 2021
slack-influence-bot
Tutorials
/ Graph Streaming
Analyzing Interactions in a Slack Communication Network

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

by
Memgraph
October 1, 2021
reddit-network-explorer
Tutorials
/ Graph Streaming
Visualizing and Analyzing Reddit In Real-Time with Kafka and Memgraph

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

by
Memgraph
September 23, 2021
cypher-best-practices
Tutorials
/ Cypher QL
The Cypher Query Language - Best Practices

Learn how to write well structured and easily understandable Cypher queries

by
Ivan Despot
August 11, 2021
exploring-the-hebrew-bible-person-relationships
Tutorials
/ Cypher QL
Exploring Interpersonal Relationships in the Bible

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

by
Mislav Vuletic
July 20, 2021
learn-the-cypher-query-language-in-10-days
Tutorials
/ Cypher QL
Learn the Cypher query language in 10 days

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

by
Nenad Malic
June 7, 2021
analyzing-the-eurovision-song-contest-with-graphs
Tutorials
/ Cypher QL
Analyzing the Eurovision Song Contest with Graphs

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

by
Barbara Prkacin
May 24, 2021
bitclout-who-are-content-creators-supported-by
Tutorials
/ Memgraph Lab
BitClout - Who Are Content Creators Supported By? (Visualizing HODLers)

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

by
Mislav Vuletic
May 21, 2021
optimizing-telco-networks-with-graph-coloring-and-memgraph-mage
Tutorials
/ Python
Optimizing Telco Networks With Graph Coloring & Memgraph MAGE

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.

by
Suzana Pratljacic
May 3, 2021
cypher-cheat-sheet
Tutorials
/ Cypher QL
The Complete Cypher Cheat Sheet

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

by
Ivan Despot
April 9, 2021