How to do a sentiment analysis in real-time using the Jupyter notebook, Kafka and NLTK

A tutorial about processing streaming data from Kafka into the Jupyter notebook

Bogdan Cojocar
Towards Data Science
4 min readJan 27, 2020

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In this article, we will discuss how we can use the Jupyter notebook to do sentiment analysis on data coming from a Kafka cluster.

We will use:

  • kafka: we will use the confluent version for kafka as our streaming platform
  • ksql: this is a technology from confluent that lets us…

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