8. • Real data from online retailer in the UK with all-occasion items
• 28K nodes and 1.1M relationships
• “Data mining for the online retail industry” by D. Chen et al
• Neo4j 4.0 and Graph Data Science Library 1.2
9. 1. Customer segmentation
a. Break down the graph into customers with similar buying patterns
i.
2. Item recommendations
a. What item should we recommend to different customer
segments?
i.
3. Explore and answer our business questions
a. Recommendation for a person that buys something specific?
b. What to promote to drive sales in a category?
10.
11. Graph Perspectives
Manage visibility and reduce clutter,
revealing the right information to
the right users.
• Categorize raw entities
• Selective relationships
• Selective property visibility
• Hide uncategorized data
• Role-based perspective sharing
12. Graph Search
Ask Bloom what you’re looking for
using idiomatic phrases based on
the graph structure and content.
• Search everywhere
• Find graph patterns
• Create search phrases
13. Flexible colors and sizes Style using properties
Expand by relationship or
neighbor type
Specify parameter types Bloom Everywhere!
4.0
Free on
Desktop!
Export csv data
14. Easily Explore Quickly Prototype Simplify Collaboration
● Ad-hoc exploration and
discovery
● Low dependency on others
● Easy point-and-click option
● Intuitive “ah-ha” moments
● Off-the-shelf
● Graph visualization that’s
simple to get started
● Easy to demo concepts to
analysts & IT managers
● Business perspective of
data
● Common visual language
among teams
● Easy to explain results to
other teams/business
16. Neo4j Sandbox - a Neo4j interactive experience
● Limited time cloud instance
● GDS Library and Bloom enabled
● Links to Bloom videos and docs
● Explore different datasets
https://neo4j.com/bloom/
Neo4j Desktop - a Neo4j developer’s tool chest
● Install on your local machine
● Includes developer license for Neo4j Enterprise Edition
● Bundled with Desktop and sample dataset included
● Connect to any local or remote database
https://neo4j.com/download/