Twitter-Bot-Detection

Terminator 6: Humans vs. Bots/Cyborgs (on Twitter)

Identifying bots on twitter using various Machine Learning algorithms.

Dataset

Finalized. Uploaded in Repo.

Wordcloud of User Descriptions

Process

descriptions -> preprocessed+normalized -> naivebayes guesswork

descriptions -> preprocessed(implement normalization) -> svm guesswork

naivebayes guesswork + svm guesswork + important numerical features -> [LogR / RF / DT / MNB / BNB] (CrossValidated+GridSearchedForAnOptimizedModel) -> prediction