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this is the first of three videos about power law degree distributions in networks this video explains the basics of power law distributions and gives some real-world examples of power law data our next video will talk about the scale-free property of power law networks and our final video will discuss some of the best practices around fitting power laws to data now if i asked you to draw a probability distribution then you'd probably sketch a curve similar to one of these it would be roughly bell-shaped and centered around its average value so you can imagine the surprise when researchers started looking at the degree distributions for real-world networks instead of seeing a nice bell-shaped curve like this green one they instead saw this purple curve for this purple degree distribution the vast majority of vertices have degrees that are very very small meanwhile there are some very high degree vertices in comparison with the others and here are two networks that capture the differenc

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