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. Author manuscript; available in PMC: 2024 Jul 1.
Published in final edited form as: Aust N Z J Psychiatry. 2022 Oct 14;57(7):994–1003. doi: 10.1177/00048674221126649

Table 1.

Descriptive statistics of tweet categories, United States, 2016–2018 (1096 days).

Predicted category M Model recall Adjusted meana SD Min Max
Awareness 15.37 0.70 21.96 7.56 2.09 72.85
Prevention 13.76 0.89 15.46 9.39 0.58 80.1
Coping 0.83 0.69 1.2 1.73 0.06 30.07
Suicidal ideation/attempts without coping 2.39 0.45 5.31 2.06 0.16 51.05
Suicide cases 12.31 0.77 15.99 9.1 0.73 79.41
Other/irrelevantb 55.35 40.08 12.59 4.39 93.38

SD: standard deviation.

a

The mean proportion per category on any given day in the observation period divided by the model’s recall (i.e. the proportion of true cases the model detects in each category).

b

The percentage for this category was calculated by subtracting all other adjusted mean percentages from 100.