INSIGHT: The data here shows a significant number of AB+ blood type patients being admitted to the emergency department for both cases of cancer and diabetes, suggesting AB+ individuals face relatively frequent visits in the emergency setting. Upon looking at the data, we can derive that the AB+ patients who have diabetes or cancer, are usually middle-aged. The substantial total billing amount shows how expensive these complex cases can be in the health industry, with the average bill per patient being relatively high at $24,219.16. These prices could be reflected by the amount of care and treatment that needs to be received to manage cancer and diabetes. The health industry should conduct more research into finding better and more efficient resource allocations to potentially reduce costs for patients and optimize the effectiveness of any treatments used. Educational modules can also be provided for AB+ individuals, possibly tailored towards middle-aged patients, who may face risks of cancer or diabetes to minimize any emergency department visits and help reduce costs.
Total listings: 13
| Name | Age | Gender | Billing Amount | Medication | Test Results |
|---|---|---|---|---|---|
| alEx WHiTE | 63 | Male | 16424.03167516201 | Paracetamol | Inconclusive |
| amY kirK | 32 | Female | 32385.77333422417 | Paracetamol | Normal |
| bIll cuNningHam | 79 | Female | 3028.8257841035593 | Penicillin | Normal |
| ClaytOn BroWn | 82 | Male | 30954.42218684419 | Aspirin | Normal |
| ERic riveRa | 74 | Female | 21668.56450834912 | Lipitor | Abnormal |
| howaRD morris | 69 | Female | 49407.78284466687 | Aspirin | Abnormal |
| jonATHan chAVEZ | 61 | Male | 24057.470930987616 | Paracetamol | Normal |
| jUlIE RODriGueZ | 73 | Female | 28459.109028812178 | Lipitor | Abnormal |
| maDIson MyERs | 21 | Male | 41128.72119527546 | Lipitor | Inconclusive |
| pAtriCIa MEdinA | 80 | Male | 1586.476601438285 | Ibuprofen | Normal |
| Steven ROBiNson | 54 | Male | 24755.026431309223 | Paracetamol | Inconclusive |
| tiMOthY CoLemaN | 54 | Female | 14299.993446906701 | Lipitor | Abnormal |
| tyRONe NEWMan | 42 | Male | 37907.06425087226 | Penicillin | Inconclusive |
Total listings: 20
| Name | Age | Gender | Billing Amount | Medication | Test Results |
|---|---|---|---|---|---|
| aPRil MaRTIN | 39 | Female | 10556.975185094921 | Penicillin | Abnormal |
| chRIsTOPheR frYe | 59 | Female | 5663.999467777997 | Penicillin | Normal |
| cYNTHIa berrY | 65 | Male | 51199.73920806826 | Ibuprofen | Normal |
| DEVin HaRmon | 52 | Male | 4152.864723891591 | Penicillin | Normal |
| JaSoN jOhNsON | 47 | Female | 34468.359636655216 | Lipitor | Abnormal |
| jEsSIcA jOnes Dds | 82 | Female | 7264.885037350545 | Aspirin | Normal |
| lArrY joHnStON | 78 | Female | 43236.4207378327 | Aspirin | Normal |
| LeaH cRoSs Dds | 20 | Male | 44939.56552476109 | Ibuprofen | Inconclusive |
| mIcHAeL PhaM | 31 | Female | 2134.9946370242624 | Aspirin | Abnormal |
| MRs. CouRtneY MOore md | 47 | Male | 23136.667398154703 | Penicillin | Normal |
| nAtalie knigHt | 41 | Male | 2669.7456332150423 | Ibuprofen | Inconclusive |
| naThaN rAy | 49 | Male | 10836.211217334956 | Lipitor | Abnormal |
| nIcOlE CRaNE | 59 | Male | 6216.406228485148 | Paracetamol | Inconclusive |
| NicOlE RodriGUEz | 30 | Female | 8408.94935429195 | Lipitor | Normal |
| RoBErT robBiNS | 42 | Male | 23890.559941311687 | Ibuprofen | Inconclusive |
| SAMaNTha gArZA | 77 | Male | 49126.26668224657 | Ibuprofen | Inconclusive |
| sUsan leE | 79 | Male | 26350.003437665913 | Aspirin | Inconclusive |
| THOmAs GonZaLes | 32 | Female | 662.6054592354526 | Paracetamol | Normal |
| ThomAs LeE | 41 | Male | 48413.77488234465 | Ibuprofen | Inconclusive |
| yvETTE bARNEtt | 23 | Female | 33117.974393980665 | Paracetamol | Abnormal |