Table 4.
Frequency of themes based on LDA topic model results. Individual posts were deemed to mention a topic if more than 15% of the words in the post were attributed to the topic.
| Themes | n of posts | % of posts |
|---|---|---|
| No theme assigned | 26 485 | 25 |
| At least 1 theme assigned | 79 772 | 75 |
| Burden of perianal fistula | 21 294 | 20 |
| Challenges associated with treatment | 30 746 | 29 |
| Online information seeking and sharing | 69 792 | 66 |
| Patient experiences with treatments | 29 666 | 28 |
| More than 1 theme assigned | 48 396 | 46 |
| Total | 106 257 | 100 |