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How To Draw Edge Weighted Graph

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So Assume that I have a table like this:
Source target interval weight
192.168.2.101 192.168.2.102 0.691597938537598 0.54
192.168.2.101 192.168.2.109 0.691597938537598 0.44
192.168.2.101 192.168.2.106 0.691597938537598 0
192.168.2.101 192.168.2.105 0.691597938537598 0.12
How can I draw a network graph with Source and Target as the table, and edges weighted (thickness that is) as per the weight column?
Also, as seen from the example, the weight between a certain pair may change with time, any way to show that? Thanks.

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