/Sentimental_Analysis

A project to predict the sentiment of a person based on the text he writes.

Primary LanguageHTML

Overview :

This is a project to predict the sentiment of a users based on Twitter US Airline Sentiment.The dataset can be downloaded from kaggle link.

Implementaion :

  • Download the data set from kaggle
  • Choose attributes containg text and sentiment
  • Map the sentiment as -1 for negative , +1 for positive and 0 for neutral
  • Show sentiment of users for each airline using bar graph
  • Create bag of words using count vectorizer
  • Use Random Forest Classifier for classification
  • Take a string as user input and check its polarity for implementation purpose.

Screenshots :

Following image is a screenshot of a bar graph of polarity on a user defined sentance. Screenshot

Project link:

The project can also be seen on kaggle link.