Create scatterplots to visualize the associations between bank balance and the other five variables. Include the relevant output. Discuss the patterns displayed by the scatterplot. Also, explain if the associations appear to be linear? (you can create either scatterplots or a matrix plot)

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6 5 4 3 2 16- 15 14 13 la 50000 40000 30000 20000 10000 O O 12 8 11 8 Age Bo DO 0 20 25 30 35 40 Scatterplot for Banking Balance 11 12 13 14 15 16 L O D D 00 Education 2000 0 D 8 0 O O 0 0 0 20000 Income 100000 10000 30000 50000 Balance -40 -35 -30 25 -20 -100000 80000 -60000 40000 -20000 6 5 4 3 2 16- 15 14 13 la 50000 40000 30000 20000 10000 O O 12 8 11 8 Age Bo DO 0 20 25 30 35 40 Scatterplot for Banking Balance 11 12 13 14 15 16 L O D D 00 Education 2000 0 D 8 0 O O 0 0 0 20000 Income 100000 10000 30000 50000 Balance -40 -35 -30 25 -20 -100000 80000 -60000 40000 -20000

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