https://github.com/kennethleungty/drug-interactions-network-analysis-and-visualization

Network analysis and visualization of drug-drug interactions with NetworkX and Pyvis
https://github.com/kennethleungty/drug-interactions-network-analysis-and-visualization

data-visualization drugs graphs neo4j network network-analysis network-graph networkx pharmacy pyvis visualization

Last synced: about 2 months ago
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Network analysis and visualization of drug-drug interactions with NetworkX and Pyvis

• Host: GitHub
• URL: https://github.com/kennethleungty/drug-interactions-network-analysis-and-visualization
• Owner: kennethleungty
• License: mit
• Created: 2021-07-26T17:43:41.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-08-10T00:56:40.000Z (over 3 years ago)
• Last Synced: 2023-03-05T18:11:15.297Z (almost 2 years ago)
• Topics: data-visualization, drugs, graphs, neo4j, network, network-analysis, network-graph, networkx, pharmacy, pyvis, visualization
• Language: Jupyter Notebook
• Homepage: https://towardsdatascience.com/network-analysis-and-visualization-of-drug-drug-interactions-1e0b41d0d3df
• Size: 52.4 MB
• Stars: 23
• Watchers: 1
• Forks: 9
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Drug Drug Interactions - Network Analysis and Visualization

Link to Medium article: https://towardsdatascience.com/network-analysis-and-visualization-of-drug-drug-interactions-1e0b41d0d3df

### Context

Drug-drug interactions occur when two or more drugs react with each other, resulting in unexpected (and potentially fatal) adverse reactions.  

 

Being a data scientist with a background in clinical pharmacy, I was keen to leverage my domain knowledge to explore the data around drug interactions.  

Given that drug-drug interactions involve linkages between multiple entities, it would be apt to conduct the exploration of these drug interactions with networks at the core.

### Tools used

- NetworkX

- Pyvis

- Datapane