Health Data Analysis

Insight: Comparing female patients with Hypertension and Diabetes who have O+ blood type and were admitted as Emergency cases. Female diabetes patients on average have a higher billing amount, and are older than female hypertension patients. The total bills are not comparable as there are 7 more diabetes patients affecting the large difference.

Overall Summary

The dataset contains a total of 15 patients across both conditions. The combined average age is 49.47 years. The total billing amount is $370,074.69.

Hypertension Patients

Total Patients: 4

Average Age: 43.50

Total Billing Amount: $89,759.02

Average Bill per Patient: $22,439.75

Name Age Gender Blood Type Insurance Provider Billing Amount Room Number
rYAn BRadforD DDS 42 Female O+ Cigna $31,822.73 370
mR. jaCk wIlliS 46 Female O+ Cigna $7,704.30 331
vIcToRiA brADy 52 Female O+ Medicare $6,969.09 379
JeSsIca booTh 34 Female O+ Medicare $43,262.89 248

Diabetes Patients

Total Patients: 11

Average Age: 51.64

Total Billing Amount: $280,315.67

Average Bill per Patient: $25,483.24

Name Age Gender Blood Type Insurance Provider Billing Amount Room Number
KATRIna LOPEz 69 Female O+ Cigna $37,905.96 368
johN SIMmOns 69 Female O+ Blue Cross $40,304.38 449
joEl MOntgomeRY 45 Female O+ Cigna $3,553.90 375
liNda BUtler 23 Female O+ Medicare $11,209.42 452
jorGe singh 37 Female O+ Medicare $8,656.28 193
maRy beLl 35 Female O+ Blue Cross $32,680.61 493
JuliE rIvaS 78 Female O+ Medicare $28,106.08 287
mOrgaN peRRY Dds 64 Female O+ UnitedHealthcare $15,579.67 219
kaTHrYN yOuNg 79 Female O+ Blue Cross $34,828.81 384
DilLon joHnson 49 Female O+ Blue Cross $32,801.72 381
MiChaEL pRICe 20 Female O+ Aetna $34,688.85 361