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Project that extracts aspects and mines opinions of product reviews from tweets and provides a visualization of the same on a Maps.

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nikhilsu/Aspect-Extraction-and-Opinion-Mining

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SparkBusters

The idea of the project is to visualize the aspect-based opinions of a given product in real time as a heat map based on demographics. A user can see the twitter sentiment for a given a product ona heat map. This applications would be usefull for companies who would want to see how any product is being recieved by the public.

Getting Started

Prerequisites

  1. Spark
  2. Kafka
  3. React.JS

Installing

  1. Clone or download the repository
  2. Run index.html

Deployment

Built With

  1. Spark
  2. Kafka
  3. Redis
  4. Java
  5. Python
  6. Standford's Core NLP
  7. React.js

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Project that extracts aspects and mines opinions of product reviews from tweets and provides a visualization of the same on a Maps.

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