| Types | Positive sentiment | Negative sentiment | Model | Stationary R2 | BIC | Model | Stationary R2 | BIC |
| N-01 | ARIMA (6, 2, 16) | 0.677 | 12.001 | ARIMA (5, 2, 10) | 0.707 | 12.862 | N-02 | ARIMA (6, 2, 3) | 0.660 | 6.588 | ARIMA (5, 2, 6) | 0.656 | 8.026 | A-01 | ARIMA (12, 2, 14) | 0.776 | 11.891 | ARIMA (8, 2, 1) | 0.707 | 2.717 | A-02 | ARIMA (12, 2, 16) | 0.805 | 3.655 | ARIMA (4, 2, 1) | 0.717 | 1.086 | P-01 | ARIMA (10, 2, 8) | 0.691 | 10.900 | ARIMA (8, 2, 10) | 0.694 | 6.378 | P-02 | ARIMA (8, 2, 1) | 0.688 | 8.302 | ARIMA (8, 2, 3) | 0.676 | 4.906 | S-01 | ARIMA (4, 2, 2) | 0.711 | 13.463 | ARIMA (3, 2, 2) | 0.650 | 13.907 | S-02 | ARIMA (3, 2, 1) | 0.549 | 10.362 | ARIMA (3, 2, 3) | 0.450 | 7.313 |
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