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Python implementation of the original page ranking algorithm

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How it Works

Step 1 | Spider the Website by running 'main.py'

  • Spider the Website of your choice.

  • Grab all the links from the page, then randomly select a link, open the link and get all the links from that newly opened page.

  • The above process goes on until the specified number of pages are retrieved.

Step 2 | Calculate Pageranks by running 'pagerank.py'

  • After spidering has finished, calculate the page ranks of the retrieved pages.

Step 3 | Create JSON file using the links and ranks by running 'createJson.py'

  • Generate a JSON file to help with D3JS visualization.

Step 4 | Create a visualization using 'view.js' and view by opening 'view.html'

  • All you have to do after the first three steps is to open 'view.html' to view the results.

Step 1

Spidering

Steps 2 and 3

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Visual

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Python implementation of the original page ranking algorithm

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