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You can read data from a text file in a few different ways, but generally you use the "textread" function. The syntax is:

C = textread('file','format') where C will be your new text matrix, file is your text file within your matlab directory, and format will depend on the type of data it is (see related link for more). Can't help with the adjacency matrix, sorry.

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Q: How does one read data from a text file and create an adjacency matrix with the data in matlab?
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