Public files for my final project completed at Ironhack Data Analytics Bootcamp in December 2020.
The idea was to build a complete pipeline:
- fetching tweets directed to a @AppleSupport via API (excluding retweets and replies);
- storing them on a MySQL Database on Amazon Relational Database Service (RDS);
- sending the tweets to Microsoft Azure Cognitive Services for sentiment analysis and opinion mining via API;
- updating and storing the enriched data on Amazon Relational Database Service (RDS);
- automate the fetching with an AWS Lambda function and sending notifications if a certain threshold is reached via Amazon;
- the results are imported into Tableau Public (no direct link to SQL database possible in this version);
- presenting the results on a website hosted on AWS Elastic Beanstalk via Flask.
http://nlp-twitter-test-env.eba-cw2p6wnm.us-east-2.elasticbeanstalk.com
(not available all the time due to AWS free tier limits)
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