license:gpl-3.0 size_categories:10K<n<100K format:json modality:image modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us
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license: gpl-3.0
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# Dataset Information
name: Youtubers by Big Five Personality Traits
license: gpl-3.0

# Description
description: |
  In trait theory, the Big Five personality traits (sometimes known as the five-factor model of personality or OCEAN or CANOE models) are a group of five characteristics used to study personality:

  1. **Openness to Experience** (inventive/curious vs. consistent/cautious)
  2. **Conscientiousness** (efficient/organized vs. extravagant/careless)
  3. **Extraversion** (outgoing/energetic vs. solitary/reserved)
  4. **Agreeableness** (friendly/compassionate vs. critical/judgmental)
  5. **Neuroticism** (sensitive/nervous vs. resilient/confident)

  We provide a list of YouTubers who make videos about their everyday lives, categorized by each of the Big Five personality traits.

# Methodology
methodology: |
  We requested lists of YouTubers corresponding to the five characteristic groups from large language models: GPT-4o, Claude-3.5-Sonnet, and LLaMA-3.2-90b. If the results matched two or more times across these models, we included the YouTuber in the group's list.

# Distribution Analysis
analysis: |
  #### Distribution of Examples Across Big Five Groups: 


![image/png](https://cdn-uploads.huggingface.co/production/uploads/64873079a37e73308ecb66d4/cHVzXgXAooEsWdq4kpS0Z.png)


#### Distribution of Text Transcriptions by YouTuber:
  

![image/png](https://cdn-uploads.huggingface.co/production/uploads/64873079a37e73308ecb66d4/0G6UtrdZgrOs6RBSQd-Qo.png)

# Youtubers
examples:
  - |
    - Efficient and Organized:
      - Amy Landino 
      - Clean My Space
      - ClutterBug
      - Jordan Page
      - Marie Kondo
      - Matt D'Avella
      - The Financial Diet
      - Thomas Frank

    - Extravagant and Careless:
      - David Dobrik
      - Jake Paul
      - Jeffree Star
      - Logan Paul
      - RiceGum
      - Tana Mongeau
      - Trisha Paytas

    - Friendly and Compassionate:
      - Lilly Singh
      - Markiplier
      - PewDiePie
      - Zoella

    - Inventive and Curious:
      - Adam Savage
      - Kurzgesagt
      - Mark Rober
      - Marques Brownlee
      - Physics Girl
      - Simone Giertz
      - SmarterEveryDay
      - Veritasium
      - Vsauce

    - Outgoing and Energetic:
       - JacksepticEye
       - Liza Koshy
       - Roman Atwood
       - Tyler Oakley

    - Resilient and Confident:
       - Casey Neistat
       - Dwayne Johnson
       - James Charles
       - Tony Robbins

    - Sensitive and Nervous:
       - Connor Franta
       - Dan Howell
       - Dodie Clark
       - Emma Chamberlain
       - Eugenia Cooney
       - Gabbie Hanna
       - Phil Lester
       - Shane Dawson

    - Solitary and Reserved:
       - Anna Akana
       - CGP Grey
       - Jenny Mustard
       - Jonna Jinton
       - Lavendaire
       - Nathaniel Drew
       - Rowena Tsai
       - Studyquill
       - The Cottage Fairy
      
      
      
      
      
      