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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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