Bluesky NBA Real-Time Sentiment Analysis
A real-time data streaming pipeline that captures live posts from Bluesky regarding the NBA, perform
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Apache Kafka·
Apache Spark·
Elasticsearch·
Grafana
While watching the NBA playoffs and scrolling through social media, I wondered if I could gauge general fan sentiment in real-time. Originally designed for Twitter, this project now leverages the Blue...
About this project
While watching the NBA playoffs and scrolling through social media, I wondered if I could gauge general fan sentiment in real-time. Originally designed for Twitter, this project now leverages the Bluesky Jetstream API to fetch live posts without rate-limit headaches. The project focuses on building a robust ETL pipeline using Kafka, Spark, and time-series databases.
Stack:
Apache KafkaApache Spark