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python script to scrape webpages from a list of urls available.

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Url-mining

python script to do the following:

  • scrape webpages from a list of urls available.

  • beautify the webpages by extracting only the 'p' tags for getting an idea on what the webpage contains

  • tokenizing the scraped webpages and cleaning (making them all lower case,removing stopwords and stemming)

  • saving the content document wise in a sqlite database

  • count the term and document frequencies and storing them in the database

  • calulating the score for each term using tfidf and storing it.

  • getting the search term from console as raw input searching the the database for matches and ranking accordingly.

  • sorting the matched urls based on these ranks generated in descending order and displating the top 100 results.

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python script to scrape webpages from a list of urls available.

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