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API-NLP Project

API generation and NLP category

OBJETIVE

Create a sentiment analyser API using as an example the American Friends tv-show main characters plots. Don’t you want to know how negative is Ross among their Friends?

INSTRUCTIONS

  • INSERT API

    • Route to insert users
    • Route to insert conversations
    • Route to insert episodes (with their plots)

  • GET API

    • Route to get all users
    • Route to get user conversation
    • Route to get user sentiment using NLP
    • Route to get all conversations
    • Route to get all users sentiment using NLP
    • Route to get friend recommendation
    • In progress | generate html with dashboards

  • DOCKER

    • Connect to docker and generate containers and images

  • MONGODB ATLAS

    • Connect to the Mongodb online server

  • HEROKU

    • Run the application in the external server

RESOURCES

  • MongoDB | NoSQL
  • Flask | Connect app and create APIs
  • NLTK | Sentiment Analyser

INPUTS

  • Friends_plots.CSV

OUTPUTS

  • APIs mentioned above.
  • Cleaned Friends.CSV