EDA - PELVIC IN ORTHOPEDIC PATIENTS

A person’s orthopedic health condition can be detected from his biomechanical features. In this case, we use biomedical feature of orthopedic patients dataset an we’ll know the highest correlation features.

Orthopedic Patients has some features in their pelvic, i.e :

Goal and Result :

• Goal : get the correlation between features/variables
• Result : the highest correlation score features/variables are sacral slope and pelvic incidence = 0.81

Read Data Table - Null Check - Describe

Scatter Normal & Abnormal Class

this table function to find the data scatter and comparing with class variable used for making analytical models.

Find Correlation between Variables

We can look the highest value is 0.81 in correlation between sacral slope and pelvic incidence. Next, we will focus on 2 this variable to discover how far sacral slope are critical to pelvic incidence in the next case.