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Hi there geeks out there, hope you all are enjoying and learning some new stuff daily. Today I will be demonstrating the project I had recently done on Sentiment Analysis using both Supervised and Unsupervised Machine Learning Techniques, on later stages I can also come up with some deep learning techniques as well.

So First I applied Unsupervised learning Techniques. They are as follows-

  1. AFINN Lexicon https://github.com/fnielsen/afinn/blob/master/afinn/data/
  2. SentiWordNet Lexicon http://sentiwordnet.isti.cnr.it
  3. VADER Lexicon https://github.com/cjhutto/vaderSentiment

I have used the movies_reviews dataset for this purpose which can be found here https://www.kaggle.com/lakshmi25npathi/imdb-dataset-of-50k-movie-reviews?select=IMDB+Dataset.csv

So First things first, I had cleaned the dataset and applied some…

Uditdeo

Hi there I am Udit and love to deep dive into CP, ML, DL and NLP.

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