This is Sentiment analysis as an assessment Challenge 2
kaggle : https://www.kaggle.com/code/muhammadfawzy/sentiment-analysis-v2 data that I collected from:
1 - http://saifmohammad.com/WebPages/TweetEmotionIntensity-dataviz.html 2 - https://github.com/cardiffnlp/tweeteval
Thanks to this paper
3 - https://onlinelibrary.wiley.com/doi/full/10.1002/eng2.12189
I did excel cleaning to this file as it looked like this before cleaning:
to look like this :
using these functions thanks to Microsoft!
=IF(OR(C3,D3,E3,F3),C3+D3+E4+F5,0) =IF(C2,$C$1,IF(D2,$D$1,IF(E2,$E$1,IF(F2,$F$1,"unknown"))))
Sources that helped me through this challenge:
https://www.analyticsvidhya.com/blog/2021/06/natural-language-processing-sentiment-analysis-using-lstm/ https://www.kaggle.com/code/paoloripamonti/twitter-sentiment-analysis https://www.coursera.org/learn/nlp-sequence-models/lecture/agZiL/gated-recurrent-unit-gru https://github.com/RaRe-Technologies/gensim/wiki/Migrating-from-Gensim-3.x-to-4#7-methods-like-most_similar-wmdistance-doesnt_match-similarity--others-moved-to-keyedvectors