Words selected by the SESTM and other sentiment measures
| HIV | LM | |
|---|---|---|
| Panel A. Top 10 positive words selected by the SESTM model | ||
| Disappointed | Negative | Negative |
| Political | Not classified | Not classified |
| Rich | Positive | Not classified |
| Stable | Positive | Positive |
| Optimistic | Positive | Positive |
| Sustained | Not classified | Not classified |
| Resilient | Not classified | Not classified |
| Extended | Not classified | Not classified |
| Steep | Not classified | Not classified |
| Profitable | Positive | Positive |
| Panel B. Top 10 negative words selected by the SESTM model | ||
| Fear | Negative | Negative |
| Low | Negative | Not classified |
| Nervous | Negative | Not classified |
| Short | Negative | Not classified |
| Excess | Negative | Not classified |
| Huge | Not classified | Not classified |
| Unprecedented | Not classified | Not classified |
| Slump | Negative | Not classified |
| Fellow | Positive | Not classified |
| Hopeful | Positive | Not classified |
| HIV | LM | |
|---|---|---|
| Panel A. Top 10 positive words selected by the SESTM model | ||
| Disappointed | Negative | Negative |
| Political | Not classified | Not classified |
| Rich | Positive | Not classified |
| Stable | Positive | Positive |
| Optimistic | Positive | Positive |
| Sustained | Not classified | Not classified |
| Resilient | Not classified | Not classified |
| Extended | Not classified | Not classified |
| Steep | Not classified | Not classified |
| Profitable | Positive | Positive |
| Panel B. Top 10 negative words selected by the SESTM model | ||
| Fear | Negative | Negative |
| Low | Negative | Not classified |
| Nervous | Negative | Not classified |
| Short | Negative | Not classified |
| Excess | Negative | Not classified |
| Huge | Not classified | Not classified |
| Unprecedented | Not classified | Not classified |
| Slump | Negative | Not classified |
| Fellow | Positive | Not classified |
| Hopeful | Positive | Not classified |
Note(s): This table provides key positive and negative words selected by the SESTM, along with their corresponding classifications in the Harvard-IV (HIV) and Loughran and McDonald (LM) dictionaries. Panel A lists the top 10 positive words identified by the SESTM model, while Panel B lists the top 10 negative words
Source(s): Authors’ own work
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