Exploratory_Data_Analysis_On_Bodyfat_Dataset

In this section exploratory data analysis will be made on bodyfat dataset.

Data Set Story

This data set can be used to illustrate multiple regression techniques. Accurate measurement of body fat is inconvenient/costly and it is desirable to have easy methods of estimating body fat that are not inconvenient/costly. Content The variables listed below, from left to right, are:

• Density determined from underwater weighing

• Percent body fat from Siri's (1956) equation

• Age (years)

• Weight (lbs)

• Height (inches)

• Neck circumference (cm)

• Chest circumference (cm)

• Abdomen 2 circumference (cm)

• Hip circumference (cm)

• Thigh circumference (cm)

• Knee circumference (cm)

• Ankle circumference (cm)

• Biceps (extended) circumference (cm)

• Forearm circumference (cm)

• Wrist circumference (cm)