Corriere-mood-data

The corriere and twitter data has been collected in the first quarter of 2015 for the study of mood score prediction, classification, and finding the association between mood, personality and communication styles.

Data for the task of "people workshop 2016" mood paper:

peoples_paper_2016_URL_data_split_mood_category/ - contains the data split with article's URLs and comment's post ids for the mood classification task.

peoples_paper_2016_URL_data_split_mood_score/ - contains the data split with article's URLs and comment's post ids for the mood score task.

Please cite the following paper if you are using the data:

Firoj Alam, Fabio Celli, Evgeny A. Stepanov, Arindam Ghosh, Giuseppe Riccardi, The Social Mood of News: Self-reported Annotations to Design Automatic Mood Detection Systems, Workshop on Computational Modeling of People's Opinions, Personality, and Emotions in Social Media, Co-located with COLING 2016, Osaka, Japan, 2016.

@article{alam2016social,
  title={The Social Mood of News: Self-reported Annotations to Design Automatic Mood Detection Systems},
  author={Alam, Firoj and Celli, Fabio and Stepanov, Evgeny A and Ghosh, Arindam and Riccardi, Giuseppe},
  journal={PEOPLES 2016},
  pages={143},
  year={2016}
}

Data for the task of Mood sharing paper 2016:

mood_sharing_paper_2016_URL_data_split/

• twitter_user_twittermeta_com_style_personality_mood.arff - Final preprocessed file for the correlation, classification and important features identification task.
• users_mood_dev_users_id.txt
• users_mood_train_users_id.txt
• users_mood_tst_users_id.txt

Please cite the following paper if you are using the data:

Fabio Celli, Arindam Ghosh, Firoj Alam, Giuseppe Riccardi, In the Mood for Sharing Contents: Emotions, Personality and Interaction Styles in the Diffusion of News, Information Processing & Management, Elsevier, 2016.

@article{celli2016mood,
  title={In the mood for sharing contents: Emotions, personality and interaction styles in the diffusion of news},
  author={Celli, Fabio and Ghosh, Arindam and Alam, Firoj and Riccardi, Giuseppe},
  journal={Information Processing \& Management},
  volume={52},
  number={1},
  pages={93--98},
  year={2016},
  publisher={Elsevier}
}

In order to get the raw tweets and corriere data please email directly to the sis lab or request here: http://sisl.disi.unitn.it/corea-corpus/