Table 6. Results of the negative binomial regression model for the reactions count.
Parameter | B | Sig. | Exp(B) | |
---|---|---|---|---|
(Intercept) | -12.750 | .000 | 0.001 | |
Headline |
Word length (avg.) | –0.206 | .000 | 0.814*** |
Word count (log2) | –0.008 | .842 | 0.992 | |
Question count | –0.786 | .398 | 0.456 | |
Unusual punctuation | 0.550 | .000 | 1.733*** | |
Common phrases | –0.259 | .000 | 0.772*** | |
Unigrams | –0.077 | .262 | 0.926 | |
Sentiment | 0.173 | .002 | 1.189** | |
Post text |
Word length (avg.) | 0.040 | .034 | 1.041* |
Word count (log2) | 0.063 | .003 | 1.065*** | |
Question count | –0.239 | .000 | 0.787*** | |
Unusual punctuation | –0.215 | .027 | 0.807* | |
Common phrases | 0.057 | .369 | 1.059 | |
Unigrams | 0.334 | .000 | 1.396*** | |
Sentiment | 0.053 | .300 | 1.055 | |
Topics |
Business | –0.006 | .977 | 0.994 |
Crime | 0.007 | .971 | 1.007 | |
Education | –0.344 | .105 | 0.709 | |
Environment | –0.314 | .248 | 0.730 | |
Travel | –0.672 | .004 | 0.511** | |
Media & Celebrities | 0.164 | .395 | 1.178 | |
Lifestyle | 0.081 | .675 | 1.084 | |
Politics | 0.218 | .267 | 1.244 | |
Sports | 0.053 | .812 | 1.054 | |
Controls |
Origin United States | 0.087 | .050 | 1.091* |
Tabloid | 0.623 | .000 | 1.864*** | |
Site follower (log2) | 0.881 | .000 | 2.414*** | |
(Scale) | 1 | |||
(Negative binomial) | 1.638 |
* p ≤ .05
** p ≤ .01
*** p ≤ .001.