How To Do Sentiment Analysis Of Headlines With Textblob And Python

I want to calculate the polarity and subjectivity for some headlines that I have. My code works fine, it does not gives any error but for some rows it gives result 0.00000 for pola

Solution 1:

its sometimes happen. Try to use polarity method from polyglot. https://polyglot.readthedocs.io/en/latest/Installation.html

and compare results. Firstly you should make some preprocessing like:

• remove stopwords
• remove numbers, html links, numbers, special characters etc