Osteoporosis Risk Prediction

A Dataset for Exploring Lifestyle Factors and Osteoporosis Risk

@kaggle.amitvkulkarni_lifestyle_factors_influencing_osteoporosis

Table List

1 table(29.01 KB)

Osteoporosis

@kaggle.amitvkulkarni_lifestyle_factors_influencing_osteoporosis.osteoporosis

29.01 KB
1958 rows
16 columns

id Id	age Age	gender Gender	hormonal_changes Hormonal Changes	family_history Family History	race_ethnicity Race/Ethnicity	body_weight Body Weight	calcium_intake Calcium Intake	vitamin_d_intake Vitamin D Intake	physical_activity Physical Activity	smoking Smoking	alcohol_consumption Alcohol Consumption	medical_conditions Medical Conditions	medications Medications	prior_fractures Prior Fractures	osteoporosis Osteoporosis
1734616	69	Female	Normal	Yes	Asian	Underweight	Low	Sufficient	Sedentary	Yes	Moderate	Rheumatoid Arthritis	Corticosteroids	Yes	1
1419098	32	Female	Normal	Yes	Asian	Underweight	Low	Sufficient	Sedentary	No	nan	nan	nan	Yes	1
1797916	89	Female	Postmenopausal	No	Caucasian	Normal	Adequate	Sufficient	Active	No	Moderate	Hyperthyroidism	Corticosteroids	No	1
1805337	78	Female	Normal	No	Caucasian	Underweight	Adequate	Insufficient	Sedentary	Yes	nan	Rheumatoid Arthritis	Corticosteroids	No	1
1351334	38	Male	Postmenopausal	Yes	African American	Normal	Low	Sufficient	Active	Yes	nan	Rheumatoid Arthritis	nan	Yes	1
1799320	41	Male	Normal	Yes	Caucasian	Normal	Low	Sufficient	Active	Yes	Moderate	Rheumatoid Arthritis	Corticosteroids	Yes	1
1577644	20	Male	Postmenopausal	Yes	African American	Underweight	Adequate	Sufficient	Sedentary	No	nan	Rheumatoid Arthritis	nan	No	1
1443912	39	Male	Postmenopausal	Yes	Asian	Normal	Adequate	Sufficient	Sedentary	No	nan	Rheumatoid Arthritis	Corticosteroids	Yes	1
1379331	70	Male	Postmenopausal	No	Asian	Underweight	Low	Sufficient	Active	Yes	nan	Rheumatoid Arthritis	Corticosteroids	No	1
1824991	19	Female	Normal	No	African American	Normal	Low	Sufficient	Active	Yes	Moderate	nan	Corticosteroids	Yes	1


CREATE TABLE osteoporosis (
  "id" BIGINT,
  "age" BIGINT,
  "gender" VARCHAR,
  "hormonal_changes" VARCHAR,
  "family_history" VARCHAR,
  "race_ethnicity" VARCHAR,
  "body_weight" VARCHAR,
  "calcium_intake" VARCHAR,
  "vitamin_d_intake" VARCHAR,
  "physical_activity" VARCHAR,
  "smoking" VARCHAR,
  "alcohol_consumption" VARCHAR,
  "medical_conditions" VARCHAR,
  "medications" VARCHAR,
  "prior_fractures" VARCHAR,
  "osteoporosis" BIGINT
);