Twitter Sentiment Analysis

List of project files

  1. Depression
  • depbnb.pickle
  • deplr.pickle
  • depression.ipynb
  • depsvm.pickle
  • depvectoriser.pickle
  • sentiment_tweets3.csv
  1. rnn-svm
  • rnn.ipynb
  1. .gitignore
  2. Dataset.txt
  3. bnb.pickle
  4. load_run.ipynb
  5. loading.ipynb
  6. lr.pickle
  7. mnb.pickle
  8. model.ipynb
  9. model.py
  10. sentiment_analysis.ipynb
  11. svm.pickle
  12. vectoriser.pickle

Project Contributors: -

  • Shreeja Mehta
  • Asad Ansari
  • Pranav Prasanth Naranatt
  • Teja Thota

Operation Instructions

Run the model.ipynb file.

Installation Instructions

In order to run the project, the following Python libraries have to be installed: -

  1. re
  2. pickle
  3. numpy
  4. pandas
  5. seaborn
  6. matplotlib
  7. nltk
  8. sklearn
  9. xgboost
  10. textblob
  11. wordcloud