Some more clarity with respect to the dataset were found with the help of heatmap:
- There is a strong positive correlation between age and signs of mental illness. This means that older people are more likely to show signs of mental illness.
- There is a strong negative correlation between body camera usage and signs of mental illness. This means that people who have body cameras used on them are less likely to show signs of mental illness.
- There is a weak negative correlation between longitude and signs of mental illness. This means that people who live in more westerly locations are slightly less likely to show signs of mental illness.
- There is a weak positive correlation between latitude and signs of mental illness. This means that people who live in more northerly locations are slightly more likely to show signs of mental illness.