The following data are claims (in $millions) for Blue cross Blue shield benefits benefits for nine states, along with the surplus (in $millions) that the company had in assets in those states.

State Claims Surplus
Alabama 1425 277
Colorado 273 100
Florida 915 120
Illinois 1687 259
Maine 234 40
Montana 142 25
North Dakota 259 57
Oklahoma 258 31
Texas 894 141

Use the data to compute a correlation coefficient, to determine the correlation between claims and surplus. Interpret the results accordingly explain all variables under study along with their significance. Further explain entire concept of Correlation using 5 real life situations which explains the concept of correlation in detail. Make use of appropriate reference and enrich your literature review appropriately. (20 marks)