This is the repository for our paper in SNAM, titled "A Quest for the Structure of Intra- and Postoperative Surgical Team Networks: Does the Small World Property Evolve over Time?". The repository contains Python and R scripts used to perfrom the analysis long with a sample dataset. The analytics pipeline is shown in the below figure:
The following components were coded in Python:
- Network Generation
- Network Measures Calculation
- Network Structure Analysis
And, the Correlation Analysis was done in R. All the scripts can be found in the Scripts folder.