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Reports, Analytics & Dashboards

Spot Workplace Discrimination Patterns in Reviews with OpenAI

When you run it, it scrapes employee reviews of a company with ScrapingBee, has OpenAI detect discrimination patterns by demographic group and charts them with QuickChart.

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What it does

### Due to javascript restrictions, a normal HTTP request cannot be used to gather user-reported details from Glassdoor. Instead, ScrapingBee offers a great tool with a very generous package of free tokens per month, which works out to roughly 4-5 runs of this workflow.

The steps

  1. When clicking ‘Test workflow’
  2. OpenAI Chat Model1
  3. OpenAI Chat Model2
  4. Merge
  5. OpenAI Chat Model
  6. SET company_name
  7. Define dictionary of demographic keys
  8. ScrapingBee Search Glassdoor
  9. Extract company url path
  10. ScrapingBee GET company page contents
  11. Extract reviews page url path
  12. ScrapingBee GET Glassdoor Reviews Content
  13. Extract Overall Review Summary
  14. Extract Demographics Module

26 steps in total.

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