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Graph Data Science with Neo4j

You're reading from Graph Data Science with Neo4j

Product type Book

Published in Jan 2023

Publisher Packt

ISBN-13 9781804612743

Pages 288 pages

Edition 1st Edition

Languages

Concepts

Mobile Application Development

Author (1):

Estelle Scifo

Table of Contents (16) Chapters

Preface

1. Part 1 – Creating Graph Data in Neo4j

2. Chapter 1: Introducing and Installing Neo4j

3. Chapter 2: Importing Data into Neo4j to Build a Knowledge Graph

4. Part 2 – Exploring and Characterizing Graph Data with Neo4j

5. Chapter 3: Characterizing a Graph Dataset

6. Chapter 4: Using Graph Algorithms to Characterize a Graph Dataset

7. Chapter 5: Visualizing Graph Data

8. Part 3 – Making Predictions on a Graph

9. Chapter 6: Building a Machine Learning Model with Graph Features

10. Chapter 7: Automatically Extracting Features with Graph Embeddings for Machine Learning

11. Chapter 8: Building a GDS Pipeline for Node Classification Model Training

12. Chapter 9: Predicting Future Edges

13. Chapter 10: Writing Your Custom Graph Algorithms with the Pregel API in Java

14. Index

Why subscribe?

15. Other Books You May Enjoy

Discovering the Neo4j Bloom graph application

Neo4j Bloom is distributed by Neo4j and is a professional-looking application to deal with data specifically stored in a Neo4j database. In this section, we are going to discover its features and use its ability to configure node display color based on a property to visualize graph communities.

What is Bloom?

What can Bloom do for us? It can do all of the following:

Graph querying:
- By label
- By path
- With a parametrized Cypher query
Graph visualization:
- Filtered nodes, customized sizes, color, displayed properties, and so on
Graph editing:
- Adding nodes and relationships
- Adding/editing properties
Graph exploration:
- Shortest path
- GDS integration

In this chapter, I’ll leave apart the graph editing functionalities to focus on graph querying and graph data visualization features, taking a small tour of the GDS integration.

Bloom installation

If you are using Neo4j Desktop, chances are that it is already installed...

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Authors (1)

Estelle Scifo

Estelle Scifo possesses over 7 years experience as a data scientist, after receiving her PhD from the Laboratoire de lAcclrateur Linaire, Orsay (affiliated to CERN in Geneva). As a Neo4j certified professional, she uses graph databases on a daily basis and takes full advantage of its features to build efficient machine learning models out of this data. In addition, she is also a data science mentor to guide newcomers into the field. Her domain expertise and deep insight into the perspective of the beginners needs make her an excellent teacher.

See other products by Estelle Scifo

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