Personal-ITY

Personal-ITY is a corpus of data collected from YouTube annotated with MBTI personality labels.

Language: Italian

Statistics:

• 1048 users
• 92 average comments/user
• 115 average tokens/comment

Each line in the files is about one author. The information present are, in order, divided by a "\t":

• YouTube username
• MBTI label
• list of comments

In the pre-processed file:

• the punctuation is spaced
• URLs, hashtags, usernames and emojis are replaced with four distinctive labels
• comments are concatenated

MBTI traits:

• Extravert - Introvert
• Sensing - iNtuition
• Thinking - Feeling
• Judding - Perceiving

MBTI personality types:

• Analysts

  • INTJ Architect
  • INTP Logician
  • ENTJ Commander
  • ENTP Debater

• Diplomats

  • INFJ Advocate
  • INFP Mediator
  • ENFJ Protagonist
  • ENFP Campaigner

• Sentinels

  • ISTJ Logistician
  • ISFJ Defender
  • ESTJ Executive
  • ESFJ Consul

• Explorers

  • ISTP Virtuoso
  • ISFP Adventurer
  • ESTP Entrepreneur
  • ESFP Entertainer

Publications

Personal-ITY is described in:

• Elisa Bassignana, Malvina Nissim, Viviana Patti. Personal-ITY: A Novel YouTube-based Corpus for Personality Prediction in Italian. In Proceedings of the Seventh Italian Conference on Computational Linguistics (CLiC-it 2020) http://ceur-ws.org/Vol-2769/paper_77.pdf
• Elisa Bassignana, Malvina Nissim, Viviana Patti. Matching Theory and Data with Personal-ITY: What a Corpus of Italian YouTube Comments Reveals About Personality. In Proceedings of the Third Workshop on Computational Modeling of People's Opinions, Personality, and Emotion's in Social Media (PEOPLES 2020) https://www.aclweb.org/anthology/2020.peoples-1.2.pdf