Table 3.
Top salient n-grams (n=1,2,3) for support expressions in treatment and control data sets (SAGE analysis [70]).
| Salient in treatment (2020) | Salient in control (2019) | ||
| Keyword | SAGEa,b | Keyword | SAGEc |
| lord | 7.93 | hospitality | –2.86 |
| fauci | 6.70 | duke | –2.51 |
| ventilators | 6.59 | shift supervisor | –2.24 |
| quarantine | 6.47 | tampa | –2.21 |
| securityofficer | 6.11 | advisor | –1.95 |
| n95 | 5.53 | customerservice | –1.92 |
| hope staying safe | 5.36 | investigation | –1.89 |
| ppe | 5.25 | manager retail | –1.87 |
| wearing masks | 5.20 | traffic | –1.87 |
| uncertain times | 5.16 | muslim | –1.86 |
| healthcare workers | 5.01 | store manager | –1.85 |
| furloughed | 5.00 | tickets | –1.85 |
| asymptomatic | 4.95 | playoffs | –1.83 |
| people quarantine | 4.90 | cubs | –1.82 |
| fighting stigma | 4.82 | border | –1.81 |
| staysafe | 4.67 | cashier | –1.79 |
| food bills | 4.66 | springfield | –1.79 |
| disinfectant | 4.64 | delay | –1.76 |
| hand sanitizer | 3.08 | barista store | –1.76 |
| clorox | 3.03 | boston | –1.76 |
| medical supplies | 2.97 | counter | –1.75 |
| trying times | 2.89 | barista | –1.74 |
| risking lives | 2.87 | columbia | –1.73 |
| stockpile | 2.86 | meeting retail | –1.73 |
| father passed | 2.36 | informational meeting | –1.73 |
| hoarding | 2.31 | stlouis | –1.72 |
| mask | 2.31 | marvel | –1.70 |
| medical professionals | 2.27 | marketing | –1.68 |
| losing jobs | 2.27 | server | –1.67 |
| toilet paper | 2.05 | accident | –1.64 |
aSAGE: Sparse Additive Generative Model.
bPositive SAGE scores indicated greater saliency in the treatment (2020) data.
cNegative SAGE scores indicated greater saliency in the control (2019) data.