Diabetes R Data
Diabetes Data Department Of Health Diabetes Statistics Diabetes Research In this blog, we demonstrated the data wrangling and analysis capability of r and ore for the diabetes data set. a workable dataset was successfully created from the raw data. based on the dataset, a clustering and decision tree based analysis and visualization provided important insights into the data, which can be useful for evaluation of the effect of the treatment for diabetes patients. One of the symptoms recorded in the data set is the hypoglycemic symptom. this symptom is supposed to occur when the patient has too low of a glucose level. the following plot illustrates the occurrence of this symptom. the blue dots are the glucose level of one patient and the red vertical line marks the occurrence of hypoglycemic symptoms. we can see that most of the symptoms are related to the low glucose level. to verify this fact statistically, we can run a t-test to check if there is a s Data-analysis-with-r / predi...