1 With an uploaded data file, using ggplot2, plot the data in Scatter plots, dot plots, stacked dot plots, histograms, box plots, bar plots (stacked side by side, standardized stacked) mosaic plots pie charts Contingency table DATA state emp length term homeownership annual income verified income debt to income total credit limit total credit utilized num cc carrying balance loan purpose loan amount grade interest rate public record bankrupt loan status has second income total income NJ 3 60 rent 59000 Not Verified 0 557525 95131 32894 8 debt consolidation 22000 B 10 9 0 Current FALSE 59000 CA 10 36 rent 60000 Not Verified 1 305683 51929 78341 2 credit card 6000 B 9 92 1 Current FALSE 60000 SC NA 36 mortgage 75000 Verified 1 05628 301373 79221 14 debt consolidation 25000 E 26 3 0 Current FALSE 75000 CA 0 36 rent 75000 Not Verified 0 574347 59890 43076 10 credit card 6000 B 9 92 0 Current FALSE 75000 OH 4 60 mortgage 254000 Not Verified 0 23815 422619 60490 2 home improvement 25000 B 9 43 0 Current FALSE 254000 Please Submit an R code for this

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Question: 1. With an uploaded data file, using ggplot2, plot the data in Scatter plots, dot plots, stacked dot plots, histograms, box plots, bar plots (stacked-

1. With an uploaded data file, using ggplot2, plot the data in Scatter plots, dot plots, stacked dot plots, histograms, box plots, bar plots (stacked- side- by-side, standardized stacked) mosaic plots pie charts Contingency table

DATA:

state	emp_length	term	homeownership	annual_income	verified_income	debt_to_income	total_credit_limit	total_credit_utilized	num_cc_carrying_balance	loan_purpose	loan_amount	grade	interest_rate	public_record_bankrupt	loan_status	has_second_income	total_income
NJ	3	60	rent	59000	Not Verified	0.557525	95131	32894	8	debt_consolidation	22000	B	10.9	0	Current	FALSE	59000
CA	10	36	rent	60000	Not Verified	1.305683	51929	78341	2	credit_card	6000	B	9.92	1	Current	FALSE	60000
SC	NA	36	mortgage	75000	Verified	1.05628	301373	79221	14	debt_consolidation	25000	E	26.3	0	Current	FALSE	75000
CA	0	36	rent	75000	Not Verified	0.574347	59890	43076	10	credit_card	6000	B	9.92	0	Current	FALSE	75000
OH	4	60	mortgage	254000	Not Verified	0.23815	422619	60490	2	home_improvement	25000	B	9.43	0	Current	FALSE	254000

Please Submit an R code for this.

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