Graphs

 

Conditions 1 & 2

Results: In this sample, diabetic patients with glucose levels below 100 have higher insulin levels than non-diabetic patients. Conversely, for those with glucose levels above 100, diabetic patients exhibit lower insulin levels compared to their non-diabetic counterparts, suggesting a possible issue with glucose regulation in individuals with diabetes.

 

Condition 3

Results: The elevated position of the boxplot for the diabetes group indicates a link between diabetes and higher BMI levels, likely due to disruptions in glucose metabolism.

 

Condition 4

Results: The boxplot for the diabetes group is only marginally higher than that of the non-diabetes group, suggesting a weak correlation between diabetes and blood pressure levels. Other factors may have a more substantial impact on blood pressure outcomes.