Visualizing Insights with Bloom and Graph Data Science.pptx

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Neo4j

Visualizing Insights with Bloom and Graph Data Science

Technology

© 2022 Neo4j, Inc. All rights reserved.
Visualising Insights With Bloom
and Graph Data Science
Yi Ren Sum
Software Engineer, Neo4j Bloom

© 2022 Neo4j, Inc. All rights reserved.
2
Introduction to Bloom and GDS

© 2022 Neo4j, Inc. All rights reserved.
Bloom
• Graph-visualisation tool
3

© 2022 Neo4j, Inc. All rights reserved.
Bloom
• Graph-visualisation tool
• No-code, low-code
4

© 2022 Neo4j, Inc. All rights reserved.
Bloom
• Graph-visualisation tool
• No-code, low-code
• Thousands of nodes
5

© 2022 Neo4j, Inc. All rights reserved.
Graph Data Science (GDS)
6

© 2022 Neo4j, Inc. All rights reserved.
Graph Algorithms
7
• Centrality
• Degree Centrality
• Betweenness Centrality
• Community-detection
• Louvain
• Weakly Connected Components
• …

© 2022 Neo4j, Inc. All rights reserved.
8
A Story

© 2022 Neo4j, Inc. All rights reserved.
9

© 2022 Neo4j, Inc. All rights reserved.
Which is the most important station in London?
10

© 2022 Neo4j, Inc. All rights reserved.
11

© 2022 Neo4j, Inc. All rights reserved.
12

© 2022 Neo4j, Inc. All rights reserved.
13

© 2022 Neo4j, Inc. All rights reserved.
14

© 2022 Neo4j, Inc. All rights reserved.
It depends…
15

© 2022 Neo4j, Inc. All rights reserved.
It depends…on what you define as ‘important’
16

© 2022 Neo4j, Inc. All rights reserved.
Find the answer, using Bloom and GDS
17

© 2022 Neo4j, Inc. All rights reserved.
Released in v2.3.0 of Bloom
18

© 2022 Neo4j, Inc. All rights reserved.
19
Thank you!
Connect:
yi-ren.sum@neo4j.com
https://linkedin.com/in/sumyiren/

© 2022 Neo4j, Inc. All rights reserved.
20
Some screenshots
Connect:
yi-ren.sum@neo4j.com
https://linkedin.com/in/sumyiren/

© 2022 Neo4j, Inc. All rights reserved.
Degree Centrality
21

© 2022 Neo4j, Inc. All rights reserved.
Betweeness
22

© 2022 Neo4j, Inc. All rights reserved.
Louvain Bus Map
23

© 2022 Neo4j, Inc. All rights reserved.
Louvain Bus Map
24

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