Produce a linear regression model for your variables and present in both number form and word form.Describe the resultingmodel.Using 5 random data points, forecast the Y value and compare to the actual Y.Discuss the results in relation to expectations based on thecorrelation analysis and scattergram.

Variable 1: Population : 39937489 29472295 21992985 19440469 12820878 12659682 11747694 10736059 10611862 10045029 8936574 8626207 7797095 7378494 6976597 6897576 6745354 6169270 6083116 5851754 5845526 5700671 5210095 4908621 4645184 4499692 4301089 3954821 3563077 3282115 3179849 3139658 3038999 2989260 2910357 2096640 1952570 1826156 1778070 1412687 1371246 1345790 1086759 1056161 982895 903027 761723 734002 628061 567025

Variable 2: Budget Per Capita: 19328 18273 15707 15419 11254 10810 10585 9580 9430 9101 9087 8772 8475 8069 7652 7591 7499 7059 6901 6648 6577 6320 6236 6224 6068 6050 6025 5962 5902 5810 5695 5680 5575 5430 5024 4898 4793 4634 4603 4601 4398 4277 4268 3759 3147 3147 2815 2655 2303 2062