Charts and Analysis
Chart 1: Admissions by Type
This pie chart shows how the 344 diabetes records are distributed across admission types. It effectively visualizes the baseline pattern for the dataset by showing the average count in percentages.
Chart 2: Average Length of Stay by Admission Type
This column chart shows that the average length of stay was very close across all three admission types. If emergency or urgent admissions had indicated longer stays, that might suggest more severe cases place greater demands on care resources.
Chart 3: Average Age by Admission Type
This bar chart helps show whether age is related to admission type. In the case of the patients from this dataset, all admissions averaged ~50 years old, which strengthens the argument that higher-acuity admissions are associated with older patients.