Baselight

Diabetes Dataset

Comprehensive Diabetes Dataset with Genetic, Environmental, and Lifestyle Factor

@kaggle.ankitbatra1210_diabetes_dataset

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About this Dataset

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.

Tables

Diabetes Dataset00

@kaggle.ankitbatra1210_diabetes_dataset.diabetes_dataset00
  • 1.05 MB
  • 70,000 rows
  • 34 columns
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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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