In the following Notebook we identify the bias present in media towards any specific political party or person in India. By scrapping the latest tweets from the top News Channels of India.
- NDTV
- Republic TV
- Times Now
- CNN News-18
The dataset used to train the bert model is Tweet Sentiment Extraction.
And then the model is used to predict the sentiments of the scrapped tweets. Whether any tweet's sentiment is Positive / Negative or Neutral.
I have used the pretrained Bert base-uncased model for Sentiment analysis which can found on Hugging Face library.
The following is the insights of the information present in the dataset, how one News Channel is biased towards any specific Political Party.
Percentage of positive tweets out of total tweets.
Percentage of negative tweets out of total tweets.
