license: gpl-3.0
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:
- Openness to Experience (inventive/curious vs. consistent/cautious)
- Conscientiousness (efficient/organized vs. extravagant/careless)
- Extraversion (outgoing/energetic vs. solitary/reserved)
- Agreeableness (friendly/compassionate vs. critical/judgmental)
- 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:
Distribution of Text Transcriptions by YouTuber:
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