Assignment

Networks: Real-World Data

Pick one dataset (USA Flights or Enron) and complete the tasks below.

Required

Load the graph with NetworkX and report nodes/edges.
Compute and list the top 10 nodes by degree centrality.
Compute one additional metric (betweenness, clustering, or PageRank).
Visualize the graph (full or sampled) and include a short interpretation.

Extra Mile (Optional)

Remove a high-centrality node and analyze changes in connectivity.
Compare two different centrality metrics and discuss differences.
Try a community detection method and summarize results.

Good luck and enjoy your coding!

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title: "Assignment"
subtitle: "Networks: Real-World Data"
format: html
---

Pick **one** dataset (USA Flights or Enron) and complete the tasks below.

## Required

1. Load the graph with NetworkX and report nodes/edges.
2. Compute and list the top 10 nodes by degree centrality.
3. Compute one additional metric (betweenness, clustering, or PageRank).
4. Visualize the graph (full or sampled) and include a short interpretation.

## Extra Mile (Optional)

- Remove a high-centrality node and analyze changes in connectivity.
- Compare two different centrality metrics and discuss differences.
- Try a community detection method and summarize results.

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**Good luck and enjoy your coding!**