Research Article

The Emotional Impact of COVID-19 News Reporting: A Longitudinal Study Using Natural Language Processing

Table 8

BBC news (UK) tweet and user tweet dataset descriptives, by epoch.

EmotionEpochBBC news tweetsCorresponding user tweets
Mean (SD)Mean (SD)

Anger1670.176 (.005)34054.487 (.002)
22463.176 (.004)184954.507 (.0008)
31841.184 (.004)133330.516 (.0009)
44533.204 (.003)399359.524 (.0005)

Joy1670.089 (.005)34054.117 (.001)
22463.102 (.003)184954.127 (.0006)
31841.109 (.004)133330.127 (.0007)
44533.124 (.003)399359.120 (.0004)

Optimism1670.154 (.007)34054.145 (.001)
22463.171 (.004)184954.139 (.0005)
31841.163 (.004)133330.138 (.0005)
44533.226 (.003)399359.140 (.0003)

Sadness1670.251(.010)34054.251 (.001)
22463.285 (.006)184954.226 (.0006)
31841.277 (.006)133330.219 (.0007)
44533.291 (.004)399359.216 (.0004)