Greg King, Product Manager for Neo4j Developer Tools, Neo4j Feb 01, 2023 4mins read
The latest release of Neo4j Data Importer introduces a new way to load more data sources without the need for pre-processing. By allowing you to apply simple filters to files we’re enabling loads in more scenarios, including:Generally keeping data relevant… Read more →
As graph databases and graph data is getting more traction in the world the need for specialized graph powered visualization tools to provide feedback to end users is needed.A variety of tools are already available to visualize force-directed graphs but as… Read more →
As a famous hero once said: With data model flexibility comes great responsibility.The schema optionality of Neo4j is convenient for rapid prototyping but can turn into quite the nightmare if the data complexity is not tamed as the dataset grows… Read more →
Tomaž Bratanič, Graph ML and GenAI Research, Neo4j Jul 06, 2022 14mins 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 →
Ali Emre Varol, Data Scientist and Certified Neo4j Professional Apr 29, 2022 12mins 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 →
Zach Blumenfeld, Data Science Product Specialist, Neo4j Mar 01, 2022 9mins 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 →
Zach Blumenfeld, Data Science Product Specialist, Neo4j Mar 01, 2022 5mins 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 →
Zach Blumenfeld, Data Science Product Specialist, Neo4j Mar 01, 2022 6mins 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 →
Zach Blumenfeld, Data Science Product Specialist, Neo4j Mar 01, 2022 6mins 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 →
Zach Blumenfeld, Data Science Product Specialist, Neo4j Mar 01, 2022 3mins 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 →
Niels de Jong, Consulting Engineer, Neo4j Dec 14, 2021 5mins read
Next to a neat graph visualization, tables or traditional charts are an immensely powerful way to make your data visible. Put this all together in an interactive dashboard, and you’ve got an amazing way to tell a graph story. Read more →
Zach Blumenfeld, Data Science Product Specialist, Neo4j Nov 05, 2021 20mins read
In this post, I explore how the Neo4j Graph Data Science (GDS) library can be applied to rapidly develop supervised ML pipelines for ER and walk through an example to demonstrate how it could be applied to your own data. Read more →
Tomaž Bratanič, Graph ML and GenAI Research, Neo4j Oct 13, 2021 6mins 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 →
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 →
Jennifer Reif, Developer Relations Engineer at Neo4j Apr 26, 2021 10mins read
My previous part 1 post on this topic introduced Cypher dates and translated a few other date formats to the Cypher-supported ISO 8601 format. If you read that, then this post is the next step with Cypher dates that covers… Read more →