Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging

Journal of Big Data

Table 1 Big five personality traits characteristic [1]

	Openness	Conscientiousness	Extroversion	Agreeableness	Neuroticism
High	Creative, imaginative, abstract, curious	Discipline, obey, planner, ambitious	Communicative, friendly, assertive, active	Trusted, honest, humble, sympathetic	Anxious, nervous, worry, emotional
Low	Conservative, conventional, ordinary, usual	Lazy, easily give up, no purpose, unorganized	Alone, quiet, passive, unemotional	Critical, suspicious, stingy, grumpy	Quiet, emotionally controlled, comfortable, self-controlled