Please do in R. We will be using these variables(4). Please answer both questions. The updated_brf (dataset name) has been updated by removing value 9 and value 10 ( 9 -Refused, 10 MISSING/ NOT ASKED) for all 4 variables.

Q1: Complete exploratory analyses (for each variable) doing appropriate visualizations with ggplot2. Include visualizations that incorporate a combination of your variables within one plot. Provide an organized discussion of your observations for each of the plots in the *Q1 Discussion* section below. The variables we use in this analysis are PERSDOC2", "EMPLOY1", "LSATISFY", and "EDUCA".

Q2. Run all of the appropriate basic descriptive statistics for each of your variables. What do these statistics reveal? Be sure to address each variable. The variables we use in this analysis are PERSDOC2", "EMPLOY1", "LSATISFY", and "EDUCA".

#For analysis of "PERSDOC2" column:

Value Value Label Frequency ----- ------------------ --------- 1 Yes, only one 341,386 2 More than one 34,477 3 No 63,737 7 Don't know/Not Sure 1,165 9 Refused 691

10 MISSING/ NOT ASKED 10101

#For analysis of "EDUCA" column: Value Value Label Frequency ----- -------------------------------------------------------- --------- 1 Never attended school or only kindergarten 609 2 Grades 1 through 8 (Elementary) 11,187 3 Grades 9 through 11 (Some high school) 22,463 4 Grade 12 or GED (High school graduate) 123,227 5 College 1 year to 3 years (Some college or technical school) 120,528 6 College 4 years or more (College graduate) 161,631 9 Refused 1,811

10 MISSING/ NOT ASKED 10101

#For analysis of "EMPLOY1" column:

Value Value Label Frequency ----- ------------------------------------ --------- 1 Employed for wages 179,163 2 Self-employed 36,609 3 Out of work for 1 year or more 9,594 4 Out of work for less than 1 year 9,012 5 A homemaker 27,107 6 A student 11,551 7 Retired 132,648 8 Unable to work 31,977 9 Refused 3,795

10 MISSING/ NOT ASKED 10101

# For analysis of 'LSATISFY' column: Value Value Label Frequency ----- ------------------- --------- 1 Very satisfied 9,066 2 Satisfied 9,721 3 Dissatisfied 827 4 Very dissatisfied 224 7 Don't know/Not sure 133 9 Refused 81

10 MISSING/ NOT ASKED 10101