/job-analysis

Primary LanguageJupyter Notebook

Job Analysis

Job Analysis is an analytical tool to discover the information from job data

Our functions

  • Providing keywords about a specific position
  • Sorting job posts by the relavance to users' profession skills from high to low

Function 1: providing keywords about a specific position

Introduction:

Approaches to obtain clean keywords

  • Extract the text of <li> tag within job description element
  • Filter keywords by 'NOUN' or 'VERB' which is a token's POS (part-of-speech) only for unigram
  • Define stop words such as 'experience, job, work'