Aggregate Data

Filtering out the data, we are looking at elderly (age 65+) men on medicare who were admitted in an emergency.

Through these filters, we can find:
23 entries;
An average age of 74.6957;
A total billing amount of $672224.3464104312;
And finally, an average billing amount of $29227.145496105706.

Raw Data

Name Age Gender Blood Type Condition Medication Billing
nATAliE sTANtoN 80 Male B+ Asthma Paracetamol $29,221.34
WAYnE lyncH 82 Male O- Cancer Paracetamol $30,562.57
YEsENiA MCfarland 67 Male B+ Obesity Ibuprofen $24,293.63
hOlly LaMBERt 73 Male A+ Cancer Paracetamol $5,349.06
MICHAEL yu 77 Male AB- Arthritis Paracetamol $33,749.86
KeNNeth sMitH 74 Male A+ Diabetes Ibuprofen $16,004.47
ErIc bUtleR 66 Male AB- Cancer Ibuprofen $41,413.81
Mark BRaDShaw 73 Male AB+ Hypertension Lipitor $30,283.17
wIlliaM LaNG 74 Male B+ Diabetes Lipitor $32,535.45
stevEn McgeE 76 Male A- Diabetes Paracetamol $46,287.05
pHiLlip wIlsON 66 Male O+ Diabetes Lipitor $23,812.42
AARon OnEal 69 Male A- Asthma Lipitor $30,828.63
MiCHeLlE benDeR 72 Male O- Cancer Ibuprofen $42,853.99
jaSOn daVis 83 Male AB- Diabetes Aspirin $22,561.88
sArah viLLaRReaL 75 Male O+ Arthritis Lipitor $43,770.12
stevEn wILLIams 73 Male AB- Cancer Penicillin $39,611.24
saRA hall 68 Male A+ Diabetes Ibuprofen $6,078.84
ClaytOn BroWn 82 Male AB+ Cancer Aspirin $30,954.42
GarY sAntoS 79 Male A- Obesity Lipitor $19,641.01
antHonY RAy 72 Male O- Asthma Aspirin $27,271.22
eRICA ANDErsoN 80 Male AB- Cancer Ibuprofen $18,153.82
eLaINe PeterSON 72 Male B- Arthritis Ibuprofen $48,103.43
jeremy LOZAnO 85 Male O- Diabetes Aspirin $28,882.90

Data Insights

In the page, we examined male patients over the age of 65 who were admitted to the emergency department and covered by Medicare. The high total and average billing amounts suggest that older male patients often require intensive and costly interventions once admitted. This points to the growing financial burden of emergency care (especially within the elderly population) and emphasizes the need for earlier preventive measures to reduce treatments.