Diabetes Clinical Dataset from UITH and General Hospital Offa, Nigeria

Data is anonymized clinical records for the purposes of diabetes diagnosis research from two tertiary health care centres in Nigeria. The total number of patients used was 800 from the University of Ilorin Teaching Hospital and General Hospital Offa. After data cleaning and data pre-processing, 768 full data sets were kept. Clinical parameters that are routinely used in the diagnosis of diabetes are included in the data set, such as number of pregnancies, plasma glucose concentration, diastolic blood pressure, skin thickness, serum insulin level, body mass index (BMI), diabetes pedigree function, and age. The outcome variable is the diabetic status (diabetic = 1, non-diabetic = 0). The data is created to facilitate machine learning studies in the diagnosis of diabetes and for the specific clinical use of localized African clinical data for predictive modeling studies. Patient data has been anonymised and no personal data has been given.