Book Image

Hands-On Graph Analytics with Neo4j

By : Estelle Scifo
Book Image

Hands-On Graph Analytics with Neo4j

By: Estelle Scifo

Overview of this book

Neo4j is a graph database that includes plugins to run complex graph algorithms. The book starts with an introduction to the basics of graph analytics, the Cypher query language, and graph architecture components, and helps you to understand why enterprises have started to adopt graph analytics within their organizations. You’ll find out how to implement Neo4j algorithms and techniques and explore various graph analytics methods to reveal complex relationships in your data. You’ll be able to implement graph analytics catering to different domains such as fraud detection, graph-based search, recommendation systems, social networking, and data management. You’ll also learn how to store data in graph databases and extract valuable insights from it. As you become well-versed with the techniques, you’ll discover graph machine learning in order to address simple to complex challenges using Neo4j. You will also understand how to use graph data in a machine learning model in order to make predictions based on your data. Finally, you’ll get to grips with structuring a web application for production using Neo4j. By the end of this book, you’ll not only be able to harness the power of graphs to handle a broad range of problem areas, but you’ll also have learned how to use Neo4j efficiently to identify complex relationships in your data.
Table of Contents (18 chapters)
1
Section 1: Graph Modeling with Neo4j
5
Section 2: Graph Algorithms
10
Section 3: Machine Learning on Graphs
14
Section 4: Neo4j for Production

Updating and deleting nodes and relationships

Creating objects is not sufficient for a database to be useful. It also needs to be able to do the following:

  • Update existing objects with new information
  • Delete objects that are no longer relevant
  • Read data from the database

This section deals with the first two bullet points, while the last one will be covered in the following section.

Updating objects

There is no UPDATE keyword with Cypher. To update an object, node, or relationship, we'll use the SET statement only.

Updating an existing property or creating a new one

If you want to update an existing property or add a new one, it's as simple as the following:

MATCH (n {id: 1})
SET n.name = "Node 1"
RETURN n

The RETURN statement is not mandatory, but it is a way to check the query went well, for instance, checking the Table tab of the result cell:

{
"name": "Node 1",
"id": 1
}

Updating all properties of the node

If we want to update all...