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Create an APEX application for sentiment analysis using Twitter API

About This Workshop

Youtube Video

About This Workshop
Utilize APEX low code development and Twitter API to scrape twitter data, process the data, and store in an Oracle Autonomous database. Use python to build a machine learning sentiment analysis to gauge positive, neutral, and negative responses to key word searches, directly exporting to the database using cx_Oracle. The data is cleaned for storage and analysis to provide meaningful insights.

Workshop Info

1 hour, 30 minutes
  • Create schema
  • Extract API
  • View tweets in ATP
  • Prep tweet data 
  • Analyze tweet sentiment with ML
  • Use low code to perform analytics
  • Familiarity with Twitter is desirable, but not required
  • Some understanding of cloud and database terms is helpful
  • Familiarity with Oracle Cloud Infrastructure (OCI) is helpful
  • Basic familiarity with Oracle APEX
  • Python 3.9 installed on your computer (Lab won't run properly with Python 3.10)
  • Basic familiarity with Python and SQL language
  • IDE of your choice installed on your computer (EX: VSCode or Atom)
  • An Elevated Twitter Developer Account (Not Free)

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