Health Data Insights

Chart 1: Clustered Column Chart

Bar Chart

Analysis: This graph suggests that Medicare covers the most costly emergency and elective care, indicating a focus on comprehensive treatment for high-risk patients. UnitedHealthcare consistently bills lower across all categories, possibly prioritizing cost efficiency over extensive care..

Chart 2: Line Graph

Pie Chart

Analysis: Cigna and Medicare's billing fluctuations possibly indicate that some blood types are more expensive to treat or are linked to higher-risk conditions. UnitedHealthcare and Blue Cross, however, have more consistent, lower costs. This suggests they may standardize care or avoid high-cost cases.

Chart 3: Clustered Bar Chart

Line Chart

Analysis: Cigna’s exceptionally high costs for Ibuprofen may indicate a lack of cost control or a preference for high-margin prescriptions. UnitedHealthcare shows lower billing across all medications, revealing its cost-conscious approach that might limit access to more expensive or frequent prescriptions.

Patient Data

Name Age Gender Hospital Billing Amount Insurance Provider Blood Type Test Results Admission Type
Jessica King 27 Male Sons Watson And $8,320.66 Medicare Ab- Abnormal Urgent
Karen Price Dds 43 Male Marshall Llc $27,278.24 Aetna Ab+ Abnormal Urgent
Paul Hahn 71 Male And Smith Harmon, Marshall $26,139.79 Unitedhealthcare O- Abnormal Urgent
Devin Gilbert 69 Male Villanueva And Carter Hughes, $29,076.63 Medicare A+ Abnormal Urgent
Robert Sexton 54 Male Sherman-martinez $3,771.24 Blue Cross A- Abnormal Urgent
Alexandria Colon 58 Male Gross, Thompson Smith And $3,782.74 Aetna B+ Abnormal Urgent
Abigail Farmer 28 Male Sons And Chapman $38,365.87 Cigna O+ Abnormal Urgent
David Montoya 57 Male Rivera-peck $37,194.26 Medicare A- Abnormal Urgent
Kelly Thomas 30 Male Ramos-holt $7,609.44 Blue Cross A+ Abnormal Urgent
Sheila Church 46 Male Scott And Sons $33,800.91 Aetna B- Abnormal Urgent
Holly Andersen 20 Male And Miller Montoya, Small $38,270.27 Aetna O- Abnormal Urgent
Vincent Ray 56 Male Inc Swanson $30,414.77 Blue Cross A- Abnormal Urgent
Alejandro Pierce 65 Male Duran-scott $22,805.15 Blue Cross B- Abnormal Urgent
Nicholas Sullivan 63 Male And Perkins, Long Herring $28,356.69 Blue Cross B+ Abnormal Urgent
Timothy Meadows 80 Male And Webb Robinson, Hicks $752.03 Blue Cross O- Abnormal Urgent
Heather Sanchez 74 Male Hall-johnson $44,439.43 Blue Cross A+ Abnormal Urgent
Daniel Flores 74 Male Austin-johnson $40,809.51 Cigna Ab+ Abnormal Urgent
Jose Anderson 36 Male Scott-sexton $13,477.60 Aetna O- Abnormal Urgent
Brandi Lopez 80 Male Johnson-lopez $47,596.68 Unitedhealthcare O+ Abnormal Urgent
Miguel Nguyen 58 Male Patterson Mann, Williamson And $28,441.89 Unitedhealthcare Ab+ Abnormal Urgent
Tracy Garcia 20 Male And Walsh, Floyd Owens $35,776.64 Aetna Ab- Abnormal Urgent
Caitlin Lam 64 Male Sons Miller And $13,261.06 Medicare Ab- Abnormal Urgent
Michelle Lopez 50 Male And Sons Wright $18,164.71 Medicare O- Abnormal Urgent
Megan Martin 29 Male Smith Group $18,548.76 Cigna B+ Abnormal Urgent
Cathy Schmitt 81 Male West-thompson $43,315.68 Medicare O+ Abnormal Urgent
Richard Taylor 66 Male Inc King $28,185.07 Unitedhealthcare Ab- Abnormal Urgent