Explore the Global Shipping Network

This Jupyter notebook accompanies Analyze Infrastructure Networks with Dynamic Betweenness Centrality.

Prerequisites

In this tutorial, you will use Memgraph with:

• Docker,
• GQLAlchemy,
• and Jupyter Notebook installed.

Data

The dataset used in this blogpost represents the global network of submarine internet cables in the form of a graph whose nodes stand for landing points (hubs where cables connect), the cables connecting them represented as edges.

Landing points and cables have unique identifiers (id), and the landing points also have names (name).

The dataset is modified from one made by TeleGeography for their submarine cable map.

Run It

1. Clone the repository
2. There needs to be available a running instance of Memgraph, start it like this:

   docker run -it -p 7687:7687 -p 3000:3000 memgraph/memgraph-platform

3. Start Jupyter Notebook and open dynamic_betweenness_centrality.ipynb