How can I detect communities in a graph using NetworkX?
An example of an AI chatbot conversation about community detection in graphs with NetworkX.
How can I detect communities in a graph using NetworkX?
You can use the community module in NetworkX, which provides several algorithms for community detection.
What algorithms are available for community detection in NetworkX?
NetworkX supports algorithms like Girvan-Newman, Louvain, and Label Propagation for detecting communities.
Can you show me an example of using the Louvain method?
Sure! First, install the python-louvain package, then you can use it like this: import community as community_louvain and follow with your graph.
What if I want to visualize the detected communities?
You can use Matplotlib to visualize the communities by coloring the nodes based on their community membership.
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