Health Data Analysis Based on Blood Type

Page Focus: This page presents an analysis of various blood types in terms of patient numbers, average billing amounts, and gender distribution.

Original Data Table

Blood Type Total Patients Avg Billing Amount ($) Male Count Female Count
A+ 344 25789.38 175 169
A- 320 25623.18 176 144
AB+ 316 25680.39 160 156
AB- 344 26053.77 183 161
B+ 319 25634.48 168 151
B- 316 24200.62 152 164
O+ 344 25291.63 159 185
O- 305 25634.99 151 154

Charts and Analysis

Total Patients for Different Blood Types

Total Patients Chart

Analysis: The number of patients across different blood types is fairly consistent, with no significant differences observed. This balance in the dataset ensures that each blood type contributes equally to the analysis, helping to avoid biases or errors that could arise from insufficient sample sizes when analyzing other variables related to blood types.

Avg Billing Amount for Different Blood Types

Avg Billing Amount Chart

Analysis: B- has the lowest average billing amount, while the others are similar. This difference could be due to factors like medical conditions, and more analysis is needed.

Male & Female Count for Different Blood Types

Male & Female Count Chart

Analysis: The gender distribution is generally balanced across all blood types. However, B-, O+, and O- exhibit a slightly higher proportion of female patients compared to male patients.