Diabetes Dataset

Comprehensive Diabetes Dataset with Genetic, Environmental, and Lifestyle Factor

@kaggle.ankitbatra1210_diabetes_dataset

Table List

1 table(1.01 MB)

Diabetes Dataset00

@kaggle.ankitbatra1210_diabetes_dataset.diabetes_dataset00

1.01 MB
70000 rows
34 columns

target Target	genetic_markers Genetic Markers	autoantibodies Autoantibodies	family_history Family History	environmental_factors Environmental Factors	insulin_levels Insulin Levels	age Age	bmi BMI	physical_activity Physical Activity	dietary_habits Dietary Habits	blood_pressure Blood Pressure	cholesterol_levels Cholesterol Levels	waist_circumference Waist Circumference	blood_glucose_levels Blood Glucose Levels	ethnicity Ethnicity	socioeconomic_factors Socioeconomic Factors	smoking_status Smoking Status	alcohol_consumption Alcohol Consumption	glucose_tolerance_test Glucose Tolerance Test	history_of_pcos History Of PCOS	previous_gestational_diabetes Previous Gestational Diabetes	pregnancy_history Pregnancy History	weight_gain_during_pregnancy Weight Gain During Pregnancy	pancreatic_health Pancreatic Health	pulmonary_function Pulmonary Function	cystic_fibrosis_diagnosis Cystic Fibrosis Diagnosis	steroid_use_history Steroid Use History	genetic_testing Genetic Testing	neurological_assessments Neurological Assessments	liver_function_tests Liver Function Tests	digestive_enzyme_levels Digestive Enzyme Levels	urine_test Urine Test	birth_weight Birth Weight	early_onset_symptoms Early Onset Symptoms
Steroid-Induced Diabetes	Positive	Negative	No	Present	40	44	38	High	Healthy	124	201	50	168	Low Risk	Medium	Smoker	High	Normal	No	No	Normal	18	36	76	No	No	Positive	3	Normal	56	Ketones Present	2629	No
Neonatal Diabetes Mellitus (NDM)	Positive	Negative	No	Present	13	1	17	High	Healthy	73	121	24	178	Low Risk	High	Non-Smoker	Moderate	Normal	Yes	No	Normal	8	26	60	Yes	No	Negative	1	Normal	28	Glucose Present	1881	Yes
Prediabetic	Positive	Positive	Yes	Present	27	36	24	High	Unhealthy	121	185	36	105	Low Risk	Medium	Smoker	High	Abnormal	Yes	No	Normal	15	56	80	Yes	No	Negative	1	Abnormal	55	Ketones Present	3622	Yes
Type 1 Diabetes	Negative	Positive	No	Present	8	7	16	Low	Unhealthy	100	151	29	121	Low Risk	High	Smoker	Moderate	Abnormal	No	Yes	Normal	12	49	89	Yes	No	Positive	2	Abnormal	60	Ketones Present	3542	No
Wolfram Syndrome	Negative	Negative	Yes	Present	17	10	17	High	Healthy	103	146	33	289	Low Risk	Low	Smoker	Moderate	Normal	No	Yes	Complications	2	10	41	No	No	Positive	1	Normal	24	Protein Present	1770	No
LADA	Positive	Negative	Yes	Present	17	41	26	Moderate	Healthy	127	208	32	142	Low Risk	Low	Non-Smoker	Low	Abnormal	No	No	Normal	11	40	85	Yes	No	Negative	2	Normal	52	Ketones Present	3835	Yes
Type 2 Diabetes	Negative	Negative	No	Absent	29	30	31	Moderate	Healthy	115	237	43	186	High Risk	High	Non-Smoker	Low	Normal	No	Yes	Normal	15	62	64	Yes	Yes	Negative	3	Abnormal	96	Ketones Present	4426	No
Wolcott-Rallison Syndrome	Positive	Negative	No	Absent	10	3	18	Low	Unhealthy	80	157	29	206	High Risk	Low	Smoker	Low	Normal	Yes	Yes	Normal	4	13	44	Yes	No	Negative	1	Normal	29	Ketones Present	1644	Yes
Secondary Diabetes	Negative	Positive	No	Absent	47	47	25	High	Healthy	138	185	40	160	Low Risk	High	Smoker	Low	Normal	No	No	Complications	30	91	71	No	Yes	Positive	3	Normal	74	Ketones Present	3721	No
Secondary Diabetes	Positive	Negative	Yes	Present	21	72	24	Low	Unhealthy	136	259	36	192	High Risk	High	Non-Smoker	Low	Abnormal	No	No	Normal	33	86	69	Yes	Yes	Positive	2	Abnormal	42	Protein Present	4206	No


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
);