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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

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