Table 6.
Top-20 features in predictions with different lag days.
| Top rank features | Lag days (day) | |||
|---|---|---|---|---|
| 1 day | 3 days | 7 days | 14 days | |
| Top 1 | trend | yhat | trend | trend |
| Top 2 | yhat | trend | yhat | Additive terms |
| Top 3 | PEOPLE_DEATH_COUNT | yearly | yearly | yearly |
| Top 4 | PEOPLE_POSITIVE_CASES _COUNT |
Love | Additive terms | PEOPLE_POSITIVE_NEW_ CASES_COUNT |
| Top 5 | yearly | Additive terms | tNow | yhat |
| Top 6 | Additive terms | Work | PEOPLE_DEATH_COUNT | PEOPLE_POSITIVE_CASES _COUNT |
| Top 7 | Social phobia | Suffering | Love | Personal characteristics |
| Top 8 | Exclusive | PEOPLE_POSITIVE_NEW _CASES_COUNT |
They | PEOPLE_DEATH_COUNT |
| Top 9 | In Love | Ingest | PastM | See |
| Top 10 | Bio | PEOPLE_DEATH_COUNT | Humans | Sad |
| Top 11 | Body | Suicidal tendency | Hear | FutureM |
| Top 12 | Depression and anxiety | PEOPLE_DEATH_NEW_COUNT | Inclusive | Interpersonal relationship |
| Top 13 | Achieve | Home | I | Death |
| Top 14 | Work | PEOPLE_POSITIVE_CASES _COUNT |
Motion | TenseM |
| Top 15 | Anx | Family | SheHe | Swear |
| Top 16 | Lack of interest | Interpersonal relationship | covid19_pandemic | Number |
| Top 17 | NegEmo | FutureM | Psychotherapy | SheHe |
| Top 18 | Boyfriend or girlfriend | Sexual | Friend | Love |
| Top 19 | Relative | Work | PEOPLE_POSITIVE_NEW _CASES_COUNT |
Inhibition |
| Top 20 | Leisure | Personal characteristics | PEOPLE_POSITIVE_CASES _COUNT |
Certain |