[USER (data scientist)]: Great! Please create bar charts showing loan approval rates for each category of credit history, employment status, and the middle-age group (40-59 years). Consider the loan approval rate to be represented by the "good" class column. Also, determine which credit amount range has the highest approval rate.

A. $0-$2000,  
B. $6000-$8000,  
C. $4000-$6000,
D. $2000-$4000,
E. None of Above

[YOU (AI assistant)]:
