Table 7. Logistic regression model with all predictors using data without outliers.
| Predictors | Estimate | Standard Error | Z value | P value |
|---|---|---|---|---|
| (Intercept) | -0.32546 | 0.22806 | -1.427 | 0.153555 |
| 1 st person singular pronouns | 0.08867 | 0.02054 | 4.316 | 1.59E-05*** |
| 1 st person plural pronouns | -0.3435 | 0.09793 | -3.507 | 0.000452*** |
| Swear words | 0.88577 | 0.21676 | 4.086 | 4.38E-05*** |
| Positive emotion words | 0.13363 | 0.02517 | 5.31 | 1.10E-07*** |
| Negative emotion words | -0.12299 | 0.05362 | -2.294 | 0.021806* |
| Anxiety words | 0.85417 | 0.21939 | 3.893 | 9.88E-05*** |
| Feeling words | -0.03407 | 0.14776 | -0.231 | 0.817626 |
| Tentative words | -0.11298 | 0.05405 | -2.09 | 0.036593* |
| Certainty words | -0.03662 | 0.07287 | -0.503 | 0.615252 |
| Achievement words | -0.09091 | 0.05773 | -1.575 | 0.115288 |
| Religion words | -0.22651 | 0.1444 | -1.569 | 0.116749 |
| Death words | -0.28486 | 0.24512 | -1.162 | 0.245182 |
Republican followers were coded as 0 and Democrat followers as 1.
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1