Twitter sentiment on GCP using dataflow

This is a project made for fun to see how hard it would be to analyze tweets in real time for a collection of hashtags. I made this to monitor crypto tweets! (but can obviously be used for anything)

Result

This is just a simple dashboard to illustrate results.

Architecture

This project uses:

• App engine to ingest tweets
• Dataflow to process
• Pub/Sub to connect the dots
• Bigquery for storage/warehousing
• NLP API for sentiment analysis
• Data studio for visual analysis

Requirements

• gcloud cli
• envsubst/gettext
• terraform

License

MIT