From the course: Applied AI for Human Resources
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Analyzing networks - Python Tutorial
From the course: Applied AI for Human Resources
Analyzing networks
- [Instructor] Let's now analyze the network we created in the earlier video. Let's look at this graph visually. We noticed that Jeff and Lisa are at the center with a lot of collaboration lanes around them, on the other hand, Sofia and Rob are on the boundary. We see that there are two teams forming here based on the weight of the edges with Lisa, Mason, Sofia, and David on one and the rest in the remaining team. Lisa and Jeff look to be the leaders of these teams with strong, direct connections with other team members and also serving as a bridge between the teams. Let's explore this graph with the metrics we discussed earlier in the chapter. We create a utility function that can sort a dictionary based on its values. Outputs of these metrics are dictionaries, so it does help to sort and print them. We start off with a simple degree of the node, which is the number of nodes a given node is connected with. We find it for…
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