Type 2 Diabetes Dataset

This diabetes dataset was collected from 2000 people at the Frankfurt Hospital, Germany. There are eight features in the dataset. Among the 2000 samples, 684 people are Diabetes patients and the rest of them are normal. This dataset is available in the Kaggle repository. The eight features are given below.i. Pregnancies: To express the Number of pregnanciesii. Glucose: To express the Glucose level in bloodiii. BloodPressure: To express the Blood pressure measurementiv. SkinThickness: To express the thickness of the skinv. Insulin: To express the Insulin level in bloodvi. BMI: To express the Body mass indexvii. DiabetesPedigreeFunction: To express the Diabetes percentageviii. Age: To express the age

本糖尿病数据集源于德国法兰克福医院对2000名受试者的调查。数据集中包含八个特征。在2000个样本中，共有684名患者患有糖尿病，其余受试者均为健康个体。该数据集可在Kaggle仓库中获取。以下为八个特征的详细说明：i. 孕次（Pregnancies）：用以表达妊娠次数ii. 血糖（Glucose）：用以表达血液中的血糖水平iii. 血压（BloodPressure）：用以表达血压测量值iv. 皮肤厚度（SkinThickness）：用以表达皮肤厚度v. 胰岛素（Insulin）：用以表达血液中的胰岛素水平vi. 体质指数（BMI）：用以表达体质指数vii. 糖尿病家系函数（DiabetesPedigreeFunction）：用以表达糖尿病百分比viii. 年龄（Age）：用以表达年龄。