Diabetes Dataset
Comprehensive Diabetes Dataset with Genetic, Environmental, and Lifestyle Factor
@kaggle.ankitbatra1210_diabetes_dataset
Comprehensive Diabetes Dataset with Genetic, Environmental, and Lifestyle Factor
@kaggle.ankitbatra1210_diabetes_dataset
This dataset provides an extensive overview of various types of diabetes, including Steroid-Induced Diabetes, Neonatal Diabetes Mellitus (NDM), Prediabetes, Type 1 Diabetes, and Wolfram Syndrome. It includes a wide range of medical, genetic, and lifestyle attributes that are important for understanding the factors contributing to diabetes.
Key Features:
Target: The type of diabetes or prediabetic condition.
Genetic Markers: Indicators of genetic predisposition to diabetes.
Autoantibodies: Presence of autoantibodies commonly associated with autoimmune diabetes.
Family History: Information on whether there is a known family history of diabetes.
Environmental Factors: Details about environmental influences that may contribute to diabetes.
Insulin Levels: Measured insulin levels in patients.
Age and BMI: Demographic information including age and Body Mass Index.
Physical Activity and Dietary Habits: Lifestyle factors that could influence diabetes risk.
CREATE TABLE diabetes_dataset00 (
"target" VARCHAR,
"genetic_markers" VARCHAR,
"autoantibodies" VARCHAR,
"family_history" VARCHAR,
"environmental_factors" VARCHAR,
"insulin_levels" BIGINT,
"age" BIGINT,
"bmi" BIGINT,
"physical_activity" VARCHAR,
"dietary_habits" VARCHAR,
"blood_pressure" BIGINT,
"cholesterol_levels" BIGINT,
"waist_circumference" BIGINT,
"blood_glucose_levels" BIGINT,
"ethnicity" VARCHAR,
"socioeconomic_factors" VARCHAR,
"smoking_status" VARCHAR,
"alcohol_consumption" VARCHAR,
"glucose_tolerance_test" VARCHAR,
"history_of_pcos" VARCHAR,
"previous_gestational_diabetes" VARCHAR,
"pregnancy_history" VARCHAR,
"weight_gain_during_pregnancy" BIGINT,
"pancreatic_health" BIGINT,
"pulmonary_function" BIGINT,
"cystic_fibrosis_diagnosis" VARCHAR,
"steroid_use_history" VARCHAR,
"genetic_testing" VARCHAR,
"neurological_assessments" BIGINT,
"liver_function_tests" VARCHAR,
"digestive_enzyme_levels" BIGINT,
"urine_test" VARCHAR,
"birth_weight" BIGINT,
"early_onset_symptoms" VARCHAR
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