Announcing NODES 2022! Submit Your Talk
Aug 09 2 mins read
NODES 2022 is a free, multi-track, two-day virtual conference of highly technical presentations by developers and data scientists solving problems with graphs. Read more →
User Segmentation Based on Node Roles in the Peer-to-Peer Payment Network
Jul 21 12 mins read
Knowing your users is vital to any business. When your users can interact with each other on a social media platform, content sharing platform, or even work-related platforms, you can construct a network between your users based on their interactions and extract graph-based features to segment your users. Of course, these same approaches can be applied to other platforms that are not user-centric. Read more →
Using Neo4j Graph Data Science in Python to Improve Machine Learning Models
Jul 06 14 mins read
A wave of graph-based approaches to data science and machine learning is rising. We live in an era where the exponential growth of graph technology is predicted [1]. The ability to analyze data points through the context of their relationships… Read more →
algorithmsdata-sciencefraudgraphgraph data sciencegraph-algorithmsmachine-learningNeo4jNeo4j Graph Data SciencepythonUsing Neo4j Graph Data Science in Python to Improve Machine Learning Models
How to Get Started With the Neo4j Graph Data Science Python Client
Jun 03 12 mins read
Learn the basic syntax of the newly released Python client for Neo4j Graph Data Science and how to get started. Read more →
Exploring the European Natural Gas Network as a Knowledge Graph
Apr 29 12 mins read
In this blog post, we’ll use Neo4j to turn the European Gas Network into a knowledge graph to analyze the data.Photo by Rostislav Artov, UnsplashThe crisis between Ukraine and Russia caused relations between Russia and the E.U. to fall to the lowest… Read more →
analyticsCentralitydata-sciencedata-visualizationgraphgraph data sciencegraph-algorithmsgraph-databaseknowledge-graphnatural gasNeo4jneodashnetworkpagerankpathfinding
Exploring Fraud Detection With Neo4j & Graph Data Science – Part 4
Mar 01 9 mins read
In part 4 of our fraud detection series, we will cover how to apply graph machine learning to predict the high fraud risk user accounts we labeled in parts 1, 2, and 3. Read more →
Exploring Fraud Detection With Neo4j & Graph Data Science – Part 3
Mar 01 5 mins read
In part 3 of our fraud detection series, we may want to expand beyond our business logic to automatically identify other users that are suspiciously similar to the fraud risks already identified. Read more →
Exploring Fraud Detection With Neo4j & Graph Data Science – Part 2
Mar 01 6 mins read
In part 2 of this fraud detection series, we will provide more formal definitions for resolving entities that will allow us to partition well-defined communities in a scalable manner. Read more →
Exploring Fraud Detection With Neo4j & Graph Data Science – Part 1
Mar 01 6 mins read
In the first part of this fraud detection series, we will introduce the sample graph dataset we are using and begin exploring the graph for potential fraud patterns. Read more →
Exploring Fraud Detection With Neo4j & Graph Data Science – Summary
Mar 01 3 mins read
Fraud Detection is one of today's most challenging data science problems. Thankfully, Neo4j Graph Data Science (GDS) offers practical solutions that empower data scientists to make rapid progress in fraud detection analytics and machine learning. Read more →
Exploring Practical Recommendation Systems In Neo4j
Jan 04 3 mins read
In this post we explore how to get started with practical and scalable recommendation in graph. We will walk through a fundamental example with news recommendation on a dataset containing 17.5 million click events and around 750K users. Read more →
Introducing the New Twitch Sandbox
Oct 29, 2021 3 mins read
Check out how to analyze Twitch streamers and their audiences in Sandbox with Neo4j APOC and Graph Data Science. Read more →
Diversify Your Stock Portfolio with Graph Analytics
Oct 13, 2021 6 mins read
Learn how you can use correlation between stock prices to infer a similarity network between stocks – and then use that network information to help you diversify your portfolio. Read more →
Approximate Maximum K-Cut with Neo4j Graph Data Science
Oct 01, 2021 6 mins read
Check out the newest algorithm in the GDS Library, Approximate Maximum K-cut, to cluster related products and separate conflicting entities. Read more →
Training Week Is Just Around the Corner!
Sep 07, 2021 4 mins read
Register for a week of live, hands-on training, from writing your first graph database query to using ML to build a knowledge graph. Read more →
Recent Updates to Neo4j ✿ Bloom
Jul 14, 2021 7 mins read
In this post, I’d like to go over a number of the key changes from the past two versions of Bloom, and discuss how they might be helpful to analysts and data scientists, as well as developers involved in these specialties. Read more →
Why You Should Ask Your Colleagues to Keep Your Day Free on June 17
Jun 04, 2021 4 mins read
We’re bucking the recent trend of pre-recorded talks with a fully immersive, fully interactive experience for NODES 2021. Tell your colleagues to leave you alone that day, because you will not want to miss out! Read more →
APOC Hidden Gems: What You Could Have Missed
May 24, 2021 5 mins read
APOC contains about 500 procedures and functions, here we’ll discuss some of them that are very interesting and use cases about their applications. Enjoy!Started as a very simple collection of useful Procedures and Functions in 2016 the APOC project raised… Read more →
Overview of the Neo4j Graph Data Platform
May 12, 2021 17 mins read
In this episode of the GraphStuff.FM podcast, Lju Lazarevic and Will Lyon break down how the different pieces of the Neo4j Graph Data Platform fit together. Read more →
Recapping Global Graph Celebration Day 2021
Apr 21, 2021 7 mins read
On April 15 every year, the global graph community gets together to celebrate the evolution of the graph ecosystem by marking the birthday of the creator of graph theory, Leonhard Euler. This year the community gathered virtually during a special extended live stream to mark the occasion. Read more →
Everything You Need to Know About Our Neo4j Certifications
Mar 29, 2021 4 mins read
Whether you want to assess your skills, improve your CV, impress your boss or your family, the Neo4j Certifications will help you demonstrate your expertise with the most widely-used graph database. Read more →
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The Spark of Neo4j
Mar 18, 2021 6 mins read
Hear the story about how we at Larus, together with Neo4j, built the official Neo4j Connector for Apache Spark, and how we overcame some of the obstacles we found on our way.What you’ll read in this article are experiences we had… Read more →
What’s New in Bloom 1.5?
Jan 20, 2021 4 mins read
The latest version of Neo4j Bloom, 1.5, came out this month. In this release, we see some exciting new features, as well as improvements to functionality and performance. Let’s check them out! Read more →
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