Table 6.

Filtered EMPATH categories from combined datasets.

Suicide ideation and mental disorder	EMPATH categories (positive class)	EMPATH categories (control group)
Suicide + depression (multiple)	Health, nervousness, sadness, medical_emergency, fear, contentment, shame, domestic_work, neglect, timidity, suffering, white_collar_job, lust, hate	Negotiate, tool, computer, musical, military, technology, toy, competing, fun, weapon, beach, ship, valuable, fight
Suicide + PTSD (multiple)	Health, medical_emergency, sadness, nervousness, fear, contentment, domestic_work, horror, torment, suicide_topw, neglect, shame, suffering, sexual	Musical, negotiate, military, technology, competing, tool, fun, computer, weapon, programming, toy, ocean, gain, beach