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The aim of this project is to gauge the public perception of climate change using twitter data. This will allow companies access to a broad base of consumer sentiment, spanning multiple demographics and geographic categories - Thus increasing their insights and informing future marketing strategies.

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NicoleMeinie/Sentiment-analysis-climate-change-

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Sentiment analysis: Climate change

The aim of this project is to gauge the public perception of climate change using twitter data. This will allow companies access to a broad base of consumer sentiment, spanning multiple demographics and geographic categories - Thus increasing their insights and informing future marketing strategies.

Approach

  • Preprocessing
  • Exploratory data analysis
  • Building classification models
  • Model evaluation
  • Model selection
  • Hyperparameter tuning
  • Conclusion
  • Acknowledgements

Project status

Link to project Trello board: https://trello.com/b/0owtCngn/design-project-board-template

Get in touch

If you would like to contribute to the repository please contact nicole.meinie@gmail.com

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The aim of this project is to gauge the public perception of climate change using twitter data. This will allow companies access to a broad base of consumer sentiment, spanning multiple demographics and geographic categories - Thus increasing their insights and informing future marketing strategies.

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