https://github.com/vojay-dev/flitch

Let's learn about Apache Flink and sentiment analysis by building a real-time sentiment analysis streaming application for the Twitch chat.
https://github.com/vojay-dev/flitch

apache-flink flink nlp sentiment-analysis stream-processing twitch

Last synced: about 2 months ago
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Let's learn about Apache Flink and sentiment analysis by building a real-time sentiment analysis streaming application for the Twitch chat.

• Host: GitHub
• URL: https://github.com/vojay-dev/flitch
• Owner: vojay-dev
• Created: 2024-03-24T15:56:21.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-03-25T12:55:48.000Z (10 months ago)
• Last Synced: 2024-03-25T15:38:24.113Z (10 months ago)
• Topics: apache-flink, flink, nlp, sentiment-analysis, stream-processing, twitch
• Language: Java
• Homepage: http://vojay.de/
• Size: 1.36 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Flitch - Twitch chat sentiment analysis with Apache Flink

Let's learn about Apache Flink and sentiment analysis by building a real-time sentiment analysis streaming application

for the Twitch chat.

This application is able to process live messages from a Twitch channel and determine the overall sentiment of the chat.

The project was built with the following environment:

* **OS**: macOS Sonoma

* **Java**: 11

* **Flink**: 1.17.2

![Demo 1](doc/demo1.gif)

![Demo 1](doc/demo2.gif)

The underlying idea of this article is: to further educate ourselves in the field of Data Engineering, we should follow

our passion and grow through actual projects.

Find a problem that interests and motivates you, and try to solve it.

**You find more details and a full guide in my article at:** [https://vojay.de/2024/03/25/flink-twitch/](https://vojay.de/2024/03/25/flink-twitch/)