Can we apply to GridSearchCV to Logistic regression .?
I believe that the first thing you should do is to convert your data to a numeric type. 

Maybe this starter tutorial can help you 
https://towardsdatascience.com/introduction-to-natural-language-processing-nlp-323cc007df3d