visualcomments/yt-personalities

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

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