Sarcastic Soulmates: Intimacy and irony markers in social media messaging

This data set features the data used for training machine learning classifiers, and annotations of the output. - Usercategory (and User) indicates whether the element is a feature of the classifier on the basis of USER-tweets or NOUSER-tweets. - Featurerankwithincategory indicates the importance of the feature for the respecting classifier. - Frequencyelementwithinusertweets indicates how often the feature was observed in the complete set with USER-tweets. - Frequencyelementwithinnouser indicates how often the feature was observed in the complete set with NOUSER-tweets. - Totalamountofmarkers is the sum of irony markers (Hyperbole, Interjections, Repetition, Hashtag, Capitals, Punctuation Marks and Emoticons). - The values of each marker indicate the presence of the marker, a 1 indicates the presence and a 0 indicates the absence.

The marker ‘polarity’ forms an exception. In this case a value of 0 indicates no evaluation, 1 indicates a negative polarity of the evaluation and 2 indicates a positive polarity of the evaluation. Radboud University supplied the 'top_features_annotations' file in .xlsx format.