General Objetive
Sort twitter profiles using political ideology, with Naïve Bayes
Specific objectives
Obtain information from twitter profiles using the NodeJS application deployed in Azure (Web App), preventing the Twitter API from censoring the information or delivering it incomplete.
Clean information, identify profiles of Ecuador and, as much as possible, cities
Store profile information in BD or Event Hubs (Azure)
Apply Bayes and identify political tendencies of the profiles (Left or Right)
Classify new profiles based on the model implemented
We have develop some data mining projects to identify interesting patterns in spatial domain based on statistical analysis by using bayesian classification and deep learning techniques. We are confident to solve your problem.