Table 5.
AFINN Words contributing most negativity in safety concerns in validation set
| Word | Total Contribution to AFINN Negative Score across all Safety Concerns |
% of Total Negativity Expressed in Safety Concerns |
Cumulative % of Total Negativity Expressed in Safety Concerns |
|---|---|---|---|
| choking | −466 | 19% | 19% |
| warning | −111 | 5% | 24% |
| no | −86 | 4% | 27% |
| bad | −54 | 2% | 30% |
| loose | −54 | 2% | 32% |
| problem | −42 | 2% | 34% |
| blocks | −40 | 2% | 35% |
| poor | −38 | 2% | 37% |
| risk | −38 | 2% | 38% |
| hard | −36 | 1% | 40% |
| lost | −36 | 1% | 41% |
| damage | −33 | 1% | 43% |
| worry | −33 | 1% | 44% |
| stuck | −30 | 1% | 45% |
| disappointed | −28 | 1% | 46% |
| hurt | −28 | 1% | 48% |
| broke | −25 | 1% | 49% |
| die | −24 | 1% | 50% |
| horrible | −24 | 1% | 51% |
| worse | −24 | 1% | 52% |