Table 1 Association of average use of 9 a priori text features over a 12-month period with current depression symptom severity.
From: Using language in social media posts to study the network dynamics of depression longitudinally
TEXT FEATURE | Example | Words per feature | BETA | SE | P-value |
|---|---|---|---|---|---|
NEG. EMO. | Hurt, Ugly | 744 | 0.17 | 0.03 | <0.001 |
1ST PERS. SING. | Me, I, Mine | 24 | 0.14 | 0.03 | <0.001 |
2ND PERS. | You, your | 30 | 0.08 | 0.03 | 0.02 |
SWEAR | Damn | 131 | 0.11 | 0.03 | <0.001 |
NEGATIONS | Not, Never | 62 | 0.12 | 0.03 | <0.001 |
1ST PERS. PL. | We, Our | 12 | −0.11 | 0.03 | <0.001 |
ARTICLES | A, The, An | 3 | −0.11 | 0.03 | <0.001 |
POS. EMO. | Love, Nice | 620 | −0.07 | 0.03 | 0.03 |
3RD PERS. | She, They | 28 | 0.06 | 0.03 | 0.06 |
