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Sentiment-Analysis

About the Project

  • Research-based project under Dr. Pooya Moradian Zadeh
  • Uses Reddit API and IBM NLP Api in order to processs and filter data retrieved through social media for a sentiment analysis response
  • Able to process over 75000 comments

Features

  • Splices data between the different categories: society, education, creativity, ethical, industry, other
  • Get sentiment analysis results for the following emotions: sadness, joy, fear, disgust, anger

How to Use

  • to run the program use command:
python3 reddit_api.py

Screenshots

  • Current progress for the visualization using PowerBI:

Creativity

data-visualization-1

Education

data-visualization-2

Ethical

data-visualization-3

Industry

data-visualization-4

Other

data-visualization-5

Society

data-visualization-6

Research Paper

https://drive.google.com/file/d/1b2FVJwlxKMFWin0sYZ4KC1XyNAYR9_IW/view?usp=sharing

NOTE: If code is distributed to another source, the MIT licence must be attached.

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Research-based project using Reddit API

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