Analyse Your Earnings Calls Using NLP

An example of analysing text using NLP

  • Extract text data from PDF files covering earnings calls
  • Identify management participants and covering analysts
  • Separate comments made by management and analysts
  • Extract specific themes and keywords
  • Detect the gender of members of the management team
  • Calculate the number of females and the number of males among company participants

A deep dive into the analysis

Insight on the findings

Other areas that could be analysed using this method

  • Sentiment analysis of answers given by management participants
  • Report summary using pre-built summarisation algorithms
  • Automatic extraction of new themes and events by comparing content over time

Conclusion

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Acuity Knowledge Partners

Acuity Knowledge Partners

We write about financial industry trends, the impact of regulatory changes and opinions on industry inflection points. https://www.acuitykp.com/