Sentiment-Analysis using ML in Flask

Sentiment-Analysis using ML in Flask

A sentiment anaylyser / classifier to avoid negativity rather creating a healthy social interaction

159
Built at Hackmanthan

Created on 20th June 2022

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Sentiment-Analysis using ML in Flask

Sentiment-Analysis using ML in Flask

A sentiment anaylyser / classifier to avoid negativity rather creating a healthy social interaction

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The problem Sentiment-Analysis using ML in Flask solves

  1. Classifies the data into differnet sentiment category , rates it and shows in interactive tabular format
  2. User can anaylze whether the statement he/she has posted is acceptable or not acceptable by crowd without seeing the hateful comments
  3. The project will help to solve the hateful evoirnment that the haters create
  4. Only postive and healthy interaction is being created

Challenges we ran into

  1. Integration of vader sentiment analyser
  2. Processing and analysing data dynamically
  3. Classifying data in different sentiment metrics

Technologies used

Machine Learning

scikit-learn library

HTML/CSS

Python Flask

Discussion

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