Please answer these questions with the information provided

From the printouts, answer the following questions on a separate piece of paper: 1. A description of your data set. i.e where you got it, how you collected it, why do you think there might be a linear relationship between the two variables? 2. What is your explanatory variable and what is your response variable? 3. What is the least squares regression line? 4. Give a predicted value of y for a value of the explanatory variable which is not an actual observation in your data set. 5. What is the coefficient of determination, r2. Explain the meaning of r2 in relation to your analysis.Page 1 of 1 # 5 RESIDUAL OUTPUT PROBABILITY OUTPUT Observation Predicted Performance Residuals Standard Residuals Percentile Performance 144.8213583 -1.821358324 0.278744689 1.470588235 72 OLO CO V G UI A W N 145.4028359 0.5971641 0.091391309 4.411764706 83 140.8076304 2.192369585 0.33552507 7.352941176 83 141.0842154 5.915784577 0.9053647 10.29411765 84 139.1198128 1.880187191 0.287747988 13.23529412 89 139.0915052 -0.091505249 0.014004165 16.17647059 89 128.5464768 9.453523199 1.44678801 19.11764706 94 124.5610565 10.43894355 1.59759891 22.05882353 97 129.4045394 -4.404539385 0.674080408 25 99 131.1489721 2.851027889 0.436327587 27.94117647 103 11 124.5610565 0.438943547 0.067176887 30.88235294 103 12 127.1069366 -0.106936642 -0.016365819 33.82352941 109 13 123.4264089 1.426408861 0.218300754 36.76470588 109 14 125.419119 3.580880964 0.548025909 39.70588235 110 15 119.7175735 7.282426479 1.114518586 42.64705882 113 16 120.2990511 1.700948904 0.260316966 15.58823529 115 17 122.2917613 -3.29176127 0.503778394 48.52941176 115 18 121.5186214 -6.518621368 -0.99762417 51.47058824 119 19 112.5481803 -3.548180286 -0.543021325 54.41176471 122 20 115.398953 -6.398953044 -0.979309866 57.35294118 122 21 114.3209206 0.679079427 0.103927811 60.29411765 125 22 111.7750404 1.224959617 0.187470517 63.23529412 125 23 109.1725451 0.827454927 0.126635524 66.17647059 127 24 101.783182 1.216818049 0.186224514 69.11764706 127 25 101.4499818 1.550018177 0.237218195 72.05882353 129 26 98.59920907 0.400790934 0.061337927 75 134 27 105.102202 -21.10220204 -3.229527474 77.94117647 135 28 102.889522 -13.88952198 -2.125683033 80.88235294 138 29 103.2793372 -6.279337231 0.961003599 83.82352941 139 30 101.8681046 -7.868104632 1.204152061 86.76470588 141 31 73.24714681 9.752853185 1.49259813 89.70588235 143 32 79.50186235 9.498137655 1.453615904 92.64705882 143 33 77.8423523 5.157647701 0.789337763 95.58823529 146 34 71.89252934 0.107470664 0.016447547 98.52941176 147