Table 5. Initial logistic regression model.
| Predictors | Estimate | Standard Error | Z value | P value |
|---|---|---|---|---|
| (Intercept) | 0.4711053 | 0.1192538 | -3.95 | 7.80E-05*** |
| 1st person singular pronouns | 0.1036425 | 0.0103252 | 10.038 | 2.00E-16*** |
| 1st person plural pronouns | -0.1361112 | 0.0310361 | -4.386 | 1.16E-05*** |
| Swear words | 0.2490142 | 0.0512089 | 4.863 | 1.16E-06*** |
| Positive emotion words | 0.0406131 | 0.0094521 | 4.297 | 1.73E-05*** |
| Negative emotion words | -0.0595763 | 0.0261562 | -2.278 | 0.022744* |
| Anxiety words | 0.3952645 | 0.0916744 | 4.312 | 1.62E-05*** |
| Feeling words | 0.1586861 | 0.0577905 | 2.746 | 0.006035** |
| Tentative words | -0.0908508 | 0.0272784 | -3.33 | 0.000867*** |
| Certainty words | 0.0003329 | 0.0325081 | 0.01 | 0.99183 |
| Achievement words | 0.0250449 | 0.0226362 | 1.106 | 0.26855 |
| Religion words | -0.1362726 | 0.0236901 | -5.752 | 8.80E-09*** |
| Death words | 0.0887033 | 0.0815541 | 1.088 | 0.276744 |
Republican followers were coded as 0 and Democrat followers as 1.
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1