H4C SNA

This dataset accompanies the manuscript “From Atoms to Allies: A Social Network Analysis of Information and Resource Exchange in Hubs for Circularity.” It provides the supplementary materials necessary to replicate the social network analysis described in the paper.

The dataset includes:

- Nodes file (.xlsx): anonymized information about participating stakeholders and their attributes;
- Edges file (.xlsx): anonymized relationships representing information and resource exchanges between stakeholders;
- Jupyter Notebook (.ipynb): Python code implementing the analysis, primarily using the NetworkX and Matplotlib libraries.

All data have been anonymized to ensure confidentiality. The materials are intended to support transparency and facilitate further research on social network structures within Hubs for Circularity and related sustainability networks.