Healthcare Dataset

Dummy data with Multi Category Classification Problem

@kaggle.prasad22_healthcare_dataset

Table List

1 table(2.71 MB)

Healthcare Dataset

@kaggle.prasad22_healthcare_dataset.healthcare_dataset

2.71 MB
55500 rows
15 columns

name Name	age Age	gender Gender	blood_type Blood Type	medical_condition Medical Condition	date_of_admission Date Of Admission	doctor Doctor	hospital Hospital	insurance_provider Insurance Provider	billing_amount Billing Amount	room_number Room Number	admission_type Admission Type	discharge_date Discharge Date	medication Medication	test_results Test Results
Bobby JacksOn	30	Male	B-	Cancer	Wed Jan 31 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	Matthew Smith	Sons and Miller	Blue Cross	18856.281305978155	328	Urgent	Fri Feb 02 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	Paracetamol	Normal
LesLie TErRy	62	Male	A+	Obesity	Tue Aug 20 2019 00:00:00 GMT+0000 (Coordinated Universal Time)	Samantha Davies	Kim Inc	Medicare	33643.327286577885	265	Emergency	Mon Aug 26 2019 00:00:00 GMT+0000 (Coordinated Universal Time)	Ibuprofen	Inconclusive
DaNnY sMitH	76	Female	A-	Obesity	Thu Sep 22 2022 00:00:00 GMT+0000 (Coordinated Universal Time)	Tiffany Mitchell	Cook PLC	Aetna	27955.096078842456	205	Emergency	Fri Oct 07 2022 00:00:00 GMT+0000 (Coordinated Universal Time)	Aspirin	Normal
andrEw waTtS	28	Female	O+	Diabetes	Wed Nov 18 2020 00:00:00 GMT+0000 (Coordinated Universal Time)	Kevin Wells	Hernandez Rogers and Vang,	Medicare	37909.78240987528	450	Elective	Fri Dec 18 2020 00:00:00 GMT+0000 (Coordinated Universal Time)	Ibuprofen	Abnormal
adrIENNE bEll	43	Female	AB+	Cancer	Mon Sep 19 2022 00:00:00 GMT+0000 (Coordinated Universal Time)	Kathleen Hanna	White-White	Aetna	14238.317813937623	458	Urgent	Sun Oct 09 2022 00:00:00 GMT+0000 (Coordinated Universal Time)	Penicillin	Abnormal
EMILY JOHNSOn	36	Male	A+	Asthma	Wed Dec 20 2023 00:00:00 GMT+0000 (Coordinated Universal Time)	Taylor Newton	Nunez-Humphrey	UnitedHealthcare	48145.11095104189	389	Urgent	Sun Dec 24 2023 00:00:00 GMT+0000 (Coordinated Universal Time)	Ibuprofen	Normal
edwArD EDWaRDs	21	Female	AB-	Diabetes	Tue Nov 03 2020 00:00:00 GMT+0000 (Coordinated Universal Time)	Kelly Olson	Group Middleton	Medicare	19580.87234486093	389	Emergency	Sun Nov 15 2020 00:00:00 GMT+0000 (Coordinated Universal Time)	Paracetamol	Inconclusive
CHrisTInA MARtinez	20	Female	A+	Cancer	Tue Dec 28 2021 00:00:00 GMT+0000 (Coordinated Universal Time)	Suzanne Thomas	Powell Robinson and Valdez,	Cigna	45820.46272159459	277	Emergency	Fri Jan 07 2022 00:00:00 GMT+0000 (Coordinated Universal Time)	Paracetamol	Inconclusive
JASmINe aGuIlaR	82	Male	AB+	Asthma	Wed Jul 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)	Daniel Ferguson	Sons Rich and	Cigna	50119.222791548505	316	Elective	Tue Jul 14 2020 00:00:00 GMT+0000 (Coordinated Universal Time)	Aspirin	Abnormal
ChRISTopher BerG	58	Female	AB-	Cancer	Sun May 23 2021 00:00:00 GMT+0000 (Coordinated Universal Time)	Heather Day	Padilla-Walker	UnitedHealthcare	19784.63106221073	249	Elective	Tue Jun 22 2021 00:00:00 GMT+0000 (Coordinated Universal Time)	Paracetamol	Inconclusive


CREATE TABLE healthcare_dataset (
  "name" VARCHAR,
  "age" BIGINT,
  "gender" VARCHAR,
  "blood_type" VARCHAR,
  "medical_condition" VARCHAR,
  "date_of_admission" TIMESTAMP,
  "doctor" VARCHAR,
  "hospital" VARCHAR,
  "insurance_provider" VARCHAR,
  "billing_amount" DOUBLE,
  "room_number" BIGINT,
  "admission_type" VARCHAR,
  "discharge_date" TIMESTAMP,
  "medication" VARCHAR,
  "test_results" VARCHAR
);