© 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

Visualizing Insights with Bloom and Graph Data Science.pptx

  • 1.
    © 2022 Neo4j,Inc. All rights reserved. Visualising Insights With Bloom and Graph Data Science Yi Ren Sum Software Engineer, Neo4j Bloom
  • 2.
    © 2022 Neo4j,Inc. All rights reserved. 2 Introduction to Bloom and GDS
  • 3.
    © 2022 Neo4j,Inc. All rights reserved. Bloom • Graph-visualisation tool 3
  • 4.
    © 2022 Neo4j,Inc. All rights reserved. Bloom • Graph-visualisation tool • No-code, low-code 4
  • 5.
    © 2022 Neo4j,Inc. All rights reserved. Bloom • Graph-visualisation tool • No-code, low-code • Thousands of nodes 5
  • 6.
    © 2022 Neo4j,Inc. All rights reserved. Graph Data Science (GDS) 6
  • 7.
    © 2022 Neo4j,Inc. All rights reserved. Graph Algorithms 7 • Centrality • Degree Centrality • Betweenness Centrality • Community-detection • Louvain • Weakly Connected Components • …
  • 8.
    © 2022 Neo4j,Inc. All rights reserved. 8 A Story
  • 9.
    © 2022 Neo4j,Inc. All rights reserved. 9
  • 10.
    © 2022 Neo4j,Inc. All rights reserved. Which is the most important station in London? 10
  • 11.
    © 2022 Neo4j,Inc. All rights reserved. 11
  • 12.
    © 2022 Neo4j,Inc. All rights reserved. 12
  • 13.
    © 2022 Neo4j,Inc. All rights reserved. 13
  • 14.
    © 2022 Neo4j,Inc. All rights reserved. 14
  • 15.
    © 2022 Neo4j,Inc. All rights reserved. It depends… 15
  • 16.
    © 2022 Neo4j,Inc. All rights reserved. It depends…on what you define as ‘important’ 16
  • 17.
    © 2022 Neo4j,Inc. All rights reserved. Find the answer, using Bloom and GDS 17
  • 18.
    © 2022 Neo4j,Inc. All rights reserved. Released in v2.3.0 of Bloom 18
  • 19.
    © 2022 Neo4j,Inc. All rights reserved. 19 Thank you! Connect: yi-ren.sum@neo4j.com https://linkedin.com/in/sumyiren/
  • 20.
    © 2022 Neo4j,Inc. All rights reserved. 20 Some screenshots Connect: yi-ren.sum@neo4j.com https://linkedin.com/in/sumyiren/
  • 21.
    © 2022 Neo4j,Inc. All rights reserved. Degree Centrality 21
  • 22.
    © 2022 Neo4j,Inc. All rights reserved. Betweeness 22
  • 23.
    © 2022 Neo4j,Inc. All rights reserved. Louvain Bus Map 23
  • 24.
    © 2022 Neo4j,Inc. All rights reserved. Louvain Bus Map 24