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Bob the Job Scobbler

 Scobble, (v.): To devour hastily.
      -Urban Dictionary

Job boards crawler that emails top-ranked job postings.

Dependencies:

  • pandas
  • BeautifulSoup
  • httplib2
  • eventlet
  • Google API Client for Python (if you want to have email integration)

Usage:

Scoring method:

  • For each keyword in each keyword category, check if that keyword is contained in the body of the job posting and add the weight of that keyword category to the total score. Current keyword categories are: important, positive, good, meh, and negative; with a current weight of 4, 1, 0.25, -0.25, and -1, respectively. So for example if I have the keyword 'pizza' in the important keywords, I add 4 to the score of whatever job the word 'pizza' appears in.
  • Score each job posting per paragraph to find the most interesting paragraph, giving a modest score bonus to longer paragraphs of up to 1 point. Then divide the total score by the number of paragraphs to not favor extremely long posts (or garbage from improper scraping).

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