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Hands-On Graph Analytics with Neo4j

You're reading from   Hands-On Graph Analytics with Neo4j Perform graph processing and visualization techniques using connected data across your enterprise

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Product type Paperback
Published in Aug 2020
Publisher Packt
ISBN-13 9781839212611
Length 510 pages
Edition 1st Edition
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Author (1):
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 Scifo Scifo
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Scifo
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Toc

Table of Contents (18) Chapters Close

Preface 1. Section 1: Graph Modeling with Neo4j
2. Graph Databases FREE CHAPTER 3. The Cypher Query Language 4. Empowering Your Business with Pure Cypher 5. Section 2: Graph Algorithms
6. The Graph Data Science Library and Path Finding 7. Spatial Data 8. Node Importance 9. Community Detection and Similarity Measures 10. Section 3: Machine Learning on Graphs
11. Using Graph-based Features in Machine Learning 12. Predicting Relationships 13. Graph Embedding - from Graphs to Matrices 14. Section 4: Neo4j for Production
15. Using Neo4j in Your Web Application 16. Neo4j at Scale 17. Other Books You May Enjoy

APOC utilities for imports

The APOC library is a Neo4j extension that contains several tools to ease working with this database:

  • Data import and export: from and to different formats like CSV and JSON but also HTML or a web API
  • Data structure: advanced data manipulation, including type conversion functions, maps, and collections management
  • Advanced graph querying functions: tools to enhance pattern matching, including more conditions
  • Graph projections: with virtual nodes and/or relationships

The first implementations of graph algorithms were done within that library, even if they have now been deprecated in favor of a dedicated plugin we will discover in part 2 of this book.

We will only detail in this section the tools related to data import, but I encourage you to take a look at the documentation to learn what can be achieved with this plugin: https://neo4j.com/docs/labs/apoc/current/.

When executing the code in the rest of this chapter, you may get an error saying the following:

...
lock icon The rest of the chapter is locked
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