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This project aimed to carry out exploratory data analysis, NLP and the creation of a machine learning model to predict review scores based on comments. From a comment it is possible to indicate the prediction of the rating given by the customer. This score varies between 1 and 5.

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rafaelgard/Starbucks_Reviews_EDA_NLP_ML

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Starbucks Reviews: EDA, NLP and ML

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This project aimed to carry out exploratory data analysis, NLP and the creation of a machine learning model to predict review scores based on comments.

From a comment it is possible to indicate the prediction of the rating given by the customer. This score varies between 1 and 5. More information about the data can be found on kaggle. 1

Click here to see here the project on github

Required Packages

  • python 3
  • pandas
  • numpy
  • scipy
  • sklearn
  • nltk
  • spacy
  • plotly
  • wordcloud

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This project aimed to carry out exploratory data analysis, NLP and the creation of a machine learning model to predict review scores based on comments. From a comment it is possible to indicate the prediction of the rating given by the customer. This score varies between 1 and 5.

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