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Cal_hacks Hackathon

A first prototype of our tool that provides employees with a personalized Burnout Scoring. This first version of the burnout scoring is built with 5 different features, based on the scientifically proven behaviors associated with early signs of burnout:

  • Demographics: gender and age
  • Sentiments: obtained analyzing written conversations (e.g. Tweets, Slack chats, emails) with the Google Cloud Natural Language API
  • Insomnia: the person uses his electronic device during sleeping time
  • Effectiveness: depending on the number of emails read on a daily basis
  • Seasonality: depending on daylight, business cyclicality, main holidays and bonus payments

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