My new R Shiny Web Application – “Prediction of Success of a Movie with Twitter Corpus” Check it out and spread the word!

Check out my new Shiny web application designed with R (majority), Shiny, tailored CSS and HTML5. With this application, you can analyze sentiments of not just movies but also a brand, a product or a personality. It uses tweeple’s post(tweet) as its data set. It’s been trained with “Naive Bayes Model” attaining 86% accuracy having trained for 10K rows of texts. You can also visualize the location of tweets with this application that uses interactive, dynamic Open Street Maps(OSM). Its been designed to suit well on smartphones too.

Click here to get redirected to the application

I would love to hear your valuable feedback.

 

Performance  analysis of my Naive Bayes Model vs. Existing models on Naive Bayes

I’d like to express my profound gratitude towards my data science tutors, one Mr. Vladimir Kirilenko and Mr. Ali Santacruz. Without them this work of mine would’ve been just a night mare! Thank you once again sir @Vladimir and @Santacruz! Your timely help and guidance cannot be calibrated.