MIN Source Data SQFT is the variable measuring the total square feet in the house. BEDS and BATHS are number of bedrooms and bathrooms, respectively. HEAT and STYLE are categorical variables. HEAT takes on the value of zero for oil heating and one for electric heat. STYLE is the architectural style of the home: zero indicates a Cape Cod style, one indicates a two-story house and two indicates that the house is a ranch-styled home. GARAGE is the number of cars that can fit into the garage. (We don't know whether it is an attached garage. ) *AGE is the age of the home in years. FIRE and BASEMENT indicate the presence (one) or absence (zero) of at least one fireplace or basement. PRICE is the selling price of the house in thousands of dollars. SCHOOL is the school district (0-Plum Ridge school district; 1 =Apple Valley school district). Apple Valley seems to be viewed as the preferred school district. house sqft beds baths heat style garage basement age fire school price 1 1,238 3 2 0 0 1 1 12 1 1 59.900 2 1,707 2 1 0 2 0 13 1 0 64.000 3 1,296 4 2 0 2 17 0 0 66.500 4 1,320 3 2 0 0 11 0 66.500 = 5 1,210 2 6 0 66.900 = 6 1,296 2 17 0 68.000 1,765 20 0 68.500 68.500 1,725 3 12 0 0 69.000 1,794 0 0 70.950 1,294 2 0 71.000 1,372 2 72.692 = 1,162 2 0 0 0 72.801 1,996 0 1 75.207 14 1,764 2 0 13 0 76.000 15 1,416 3 o 0 8 0 1 76.000 o 16 1,730 2 0 0 2 15 0 77.500 17 1392 a 2 0 U 0 1 79.900 18 1,664 3 0 0 0 0 0 79.900 19 1,332 2 0 14 0 81.000 2 20 1,752 1.752 3 0 18 0 82.800 21 2,167 2,167 84.900 1,664 85.000 1,973 86.000 1.384 89.280 1,431 89.900 1.950 0 0 90.000 27 1.452 2 0 0 92.000 28 1,829 3 2 0 0 0 10 92.439 29 1,652 4 3 0 0 2 7 1 1 94,646 30 1,516 3 2 0 0 10 97.293 31 1,998 3 0 17 1 98.100 32 1,984 4 3 0 3 9 98.149 33 1 840 3 3 0 9 0 1,840 105.000 105.000 34 34 1,823 4 3 3 110.000 35 2.150 3 0 12 0 111.900 2,096 2,096 3 9 113.000 2,212 17 1 124.000 2,375 11 1 133.000 2,575 2,809 3 0 6 0 195.000 912 2 0 59.000 816 19 0 61.500 1,008 0 1/ 0 63.500 43 912 0 16 1 66.950 44 1,008 1008 3 17 a 0 1/ 0 68.000 45 838 838 1 0 11 0 1 68 694 46 1,008 1008 a 19 0 19 0 69.000 1,120 1 0 70.452 1,242 3 0 1 0 0 75.000 912 2 0 1 18 76.900 50 1,316 1.490 0 83.000 0 88.000 1.118 88.879 1.278 0 89.347 1.490 3 89.700 1,418 0 90.000 1,250 3 0 1 90.800 57 1,881 3 0 9 1 1 91.500 58 1,355 2 0 2 1 I 1 1 95.000 59 1,518 3 2 0 2 22 0 98.000 60 1,606 4 3 13 0 99.500 61 61 2,124 2 14 0 107.000 62 2,099 4 3 13 1 113.750 113.750 63 65 2,232 3 9 125.000 64 1,608 3 13 1 132.000 65 1,320 76.000 76.000 = 1,680 79.900 1,434 79.900 1.664 1 3 2 85.000 1.379 3 2 2 8 1 87.158 70 1,634 3 2 10 1 87.200 1,400 3 91.500 1,664 4 0 2 16 1 91.500 73 1,548 3 2 82.500 . 2 8 1 92.500 74 74 2,040 2 15 3 0 2 15 0 93.500 75 15 1,792 4 2 2 a 1 94.000 2 16 76 1,865 2 0 3 0 2 12 0 96.700 1.833 3 3 0 2 2 1 97.400 78 1,627 3 3 0 2 2 1 98.500 79 2,196 2,198 99.000 80 1,707 0 99.000 81 2.096 102.400 82 2.004 0 104.000 83 1,818 1 107.000 1,935 11 1 107.900 2,381 3 2 0 1 109.000 1,977 3 0 2 9 1 1 110.000 87 2,317 3 0 2 2 9 1 1 110.500 88 2,072 4 3 0 2 2 11 112.000 89 2,108 3 3 0 2 2 1 0 112.900 90 2,060 4 0 2 a 113.600 2 91 2,064 3 2 5 1 114.500 92 32 2,148 8 1 114.700 93 2.170 6 4 21 1 115.000 94 1,984 3 11 121.000 2,130 20 1 121.000 2,049 2 1 125.000 2,035 3 2 6 1 128.000 2,264 3 2 1 130 000 99 2,264 3 2 10 1 131.000 100 2,362 2 0 132.000 101 2,262 5 3 0 2 12 1 132.500 102 102 2,353 A 2 3 0 2 0 132.500 103 2,298 2 3 2 144.500 104 2,282 3 2 a 1 3 150.577 105 2,542 3 2 6 1 153.800 2 106 2,380 3 0 2 1 6 1 155.000 107 108 2,505 4 2,804 4 3 0 2 2 1 1 156.900 3 0 2 3 1 192.000 ||| Page 1