Question: 1. Create a regression model for Price using ALL the quantitative as well as qualitative (categorical) variables in the spreadsheet. Use North as the base
1. Create a regression model for Price using ALL the quantitative as well as qualitative (categorical) variables in the spreadsheet.
Use "North" as the base (or reference) category for the Neighborhood variable, and "No Brick" as the base category for exterior construction material variable, Brick.
Refer to this model as Model 1. Include a screenshot of the model output.
| Home | Price | SqFt | Bedrooms | Bathrooms | Offers | Brick | Neighborhood |
| 1 | $553,500 | 1790 | 2 | 2 | 2 | No | North |
| 2 | $572,000 | 2030 | 4 | 2 | 3 | No | East |
| 3 | $575,000 | 1740 | 3 | 2 | 1 | Yes | East |
| 4 | $474,500 | 1980 | 3 | 2 | 3 | No | East |
| 5 | $599,000 | 2130 | 3 | 3 | 3 | No | East |
| 6 | $573,000 | 1780 | 3 | 2 | 2 | No | North |
| 7 | $746,000 | 1830 | 3 | 3 | 3 | Yes | West |
| 8 | $751,500 | 2160 | 4 | 2 | 2 | No | West |
| 9 | $596,000 | 2110 | 4 | 2 | 3 | No | East |
| 10 | $520,000 | 1730 | 3 | 3 | 3 | No | East |
| 11 | $664,500 | 2030 | 3 | 2 | 3 | Yes | East |
| 12 | $620,000 | 1870 | 2 | 2 | 2 | Yes | East |
| 13 | $513,000 | 1910 | 3 | 2 | 4 | No | North |
| 14 | $632,500 | 2150 | 3 | 3 | 5 | Yes | North |
| 15 | $843,000 | 2590 | 4 | 3 | 4 | No | West |
| 16 | $716,000 | 1780 | 4 | 2 | 1 | No | West |
| 17 | $736,500 | 2190 | 3 | 3 | 4 | Yes | East |
| 18 | $418,000 | 1990 | 3 | 3 | 4 | No | North |
| 19 | $563,000 | 1700 | 2 | 2 | 1 | Yes | East |
| 20 | $817,000 | 1920 | 3 | 3 | 2 | Yes | West |
| 21 | $581,000 | 1790 | 3 | 2 | 3 | No | East |
| 22 | $569,000 | 2000 | 3 | 2 | 4 | No | North |
| 23 | $458,500 | 1690 | 3 | 2 | 3 | No | North |
| 24 | $535,500 | 1820 | 3 | 2 | 3 | Yes | North |
| 25 | $788,000 | 2210 | 4 | 3 | 2 | Yes | East |
| 26 | $746,500 | 2290 | 4 | 3 | 3 | No | North |
| 27 | $647,000 | 2000 | 4 | 2 | 3 | No | West |
| 28 | $496,500 | 1700 | 3 | 2 | 2 | No | East |
| 29 | $345,500 | 1600 | 2 | 2 | 3 | No | North |
| 30 | $908,000 | 2040 | 4 | 3 | 1 | Yes | West |
| 31 | $893,000 | 2250 | 4 | 3 | 3 | Yes | West |
| 32 | $566,500 | 1930 | 2 | 2 | 2 | Yes | North |
| 33 | $681,000 | 2250 | 3 | 3 | 3 | Yes | East |
| 34 | $701,000 | 2280 | 5 | 3 | 4 | Yes | East |
| 35 | $589,000 | 2000 | 2 | 2 | 3 | No | North |
| 36 | $585,500 | 2080 | 3 | 3 | 3 | No | North |
| 37 | $587,500 | 1880 | 2 | 2 | 2 | No | North |
| 38 | $732,000 | 2420 | 4 | 3 | 4 | No | West |
| 39 | $644,500 | 1720 | 3 | 2 | 1 | No | West |
| 40 | $541,000 | 1740 | 3 | 2 | 2 | No | North |
| 41 | $533,000 | 1560 | 2 | 2 | 1 | No | East |
| 42 | $644,000 | 1840 | 4 | 3 | 2 | Yes | West |
| 43 | $528,000 | 1990 | 2 | 2 | 3 | No | East |
| 44 | $776,000 | 1920 | 3 | 2 | 1 | Yes | East |
| 45 | $823,500 | 1940 | 3 | 3 | 2 | Yes | West |
| 46 | $516,000 | 1810 | 3 | 2 | 3 | No | East |
| 47 | $654,000 | 1990 | 2 | 3 | 2 | Yes | East |
| 48 | $451,500 | 2050 | 3 | 2 | 6 | No | North |
| 49 | $579,500 | 1980 | 2 | 2 | 2 | No | East |
| 50 | $539,500 | 1700 | 3 | 2 | 3 | Yes | North |
| 51 | $761,500 | 2100 | 3 | 2 | 3 | Yes | East |
| 52 | $455,500 | 1860 | 2 | 2 | 3 | No | North |
| 53 | $587,000 | 2150 | 2 | 3 | 4 | No | North |
| 54 | $654,000 | 2100 | 3 | 2 | 3 | No | North |
| 55 | $406,500 | 1650 | 3 | 2 | 3 | No | North |
| 56 | $630,500 | 1720 | 2 | 2 | 2 | Yes | East |
| 57 | $706,500 | 2190 | 3 | 2 | 3 | Yes | East |
| 58 | $739,500 | 2240 | 4 | 3 | 3 | No | West |
| 59 | $672,500 | 1840 | 3 | 3 | 1 | No | West |
| 60 | $766,000 | 2090 | 4 | 2 | 1 | No | West |
| 61 | $867,500 | 2200 | 3 | 3 | 1 | No | West |
| 62 | $504,500 | 1610 | 2 | 2 | 2 | No | North |
| 63 | $757,500 | 2220 | 4 | 3 | 2 | No | West |
| 64 | $602,500 | 1910 | 2 | 3 | 2 | No | East |
| 65 | $650,500 | 1860 | 3 | 2 | 2 | No | West |
| 66 | $561,500 | 1450 | 2 | 2 | 1 | Yes | North |
| 67 | $631,000 | 2210 | 3 | 3 | 4 | No | North |
| 68 | $759,500 | 2040 | 4 | 3 | 3 | No | East |
| 69 | $468,000 | 2140 | 3 | 2 | 4 | Yes | North |
| 70 | $798,000 | 2080 | 4 | 3 | 3 | No | West |
| 71 | $787,500 | 1950 | 3 | 3 | 3 | Yes | West |
| 72 | $781,000 | 2160 | 4 | 2 | 1 | No | West |
| 73 | $536,500 | 1650 | 3 | 2 | 3 | No | North |
| 74 | $628,500 | 2040 | 3 | 2 | 2 | No | East |
| 75 | $698,000 | 2140 | 3 | 3 | 3 | No | West |
| 76 | $534,500 | 1900 | 2 | 2 | 2 | No | North |
| 77 | $607,000 | 1930 | 3 | 2 | 2 | No | West |
| 78 | $883,500 | 2280 | 4 | 3 | 3 | Yes | West |
| 79 | $606,500 | 2130 | 3 | 2 | 3 | No | North |
| 80 | $669,000 | 1780 | 4 | 2 | 1 | No | West |
| 81 | $719,000 | 2190 | 3 | 3 | 4 | Yes | East |
| 82 | $918,500 | 2140 | 4 | 3 | 2 | Yes | West |
| 83 | $797,000 | 2050 | 2 | 2 | 1 | Yes | West |
| 84 | $738,500 | 2410 | 3 | 3 | 2 | No | East |
| 85 | $452,500 | 1520 | 2 | 2 | 3 | No | North |
| 86 | $900,500 | 2250 | 4 | 3 | 2 | Yes | West |
| 87 | $513,500 | 1900 | 4 | 2 | 4 | No | North |
| 88 | $859,500 | 1880 | 3 | 3 | 1 | Yes | West |
| 89 | $638,500 | 1930 | 3 | 3 | 2 | No | North |
| 90 | $489,000 | 2010 | 2 | 2 | 4 | No | North |
| 91 | $713,500 | 1920 | 4 | 2 | 2 | No | West |
| 92 | $582,500 | 2150 | 3 | 2 | 2 | No | East |
| 93 | $674,000 | 2110 | 3 | 2 | 2 | No | West |
| 94 | $785,500 | 2080 | 3 | 3 | 2 | No | East |
| 95 | $798,000 | 2150 | 4 | 3 | 3 | Yes | West |
| 96 | $767,500 | 1970 | 2 | 2 | 1 | Yes | West |
| 97 | $666,500 | 2440 | 3 | 3 | 3 | No | East |
| 98 | $636,000 | 2000 | 2 | 2 | 1 | Yes | East |
| 99 | $705,500 | 2060 | 3 | 2 | 1 | No | West |
| 100 | $839,000 | 2080 | 3 | 3 | 2 | Yes | West |
| 101 | $516,000 | 2010 | 3 | 2 | 5 | No | North |
| 102 | $615,500 | 2260 | 3 | 3 | 5 | No | East |
| 103 | $684,000 | 2410 | 3 | 3 | 4 | No | East |
| 104 | $1,012,000 | 2440 | 4 | 3 | 3 | Yes | West |
| 105 | $411,500 | 1910 | 3 | 2 | 4 | No | East |
| 106 | $691,500 | 2530 | 4 | 3 | 4 | No | West |
| 107 | $542,500 | 2130 | 3 | 2 | 4 | No | North |
| 108 | $673,000 | 1890 | 3 | 2 | 1 | Yes | East |
| 109 | $591,000 | 1990 | 3 | 3 | 3 | Yes | East |
| 110 | $543,500 | 2110 | 3 | 2 | 3 | No | East |
| 111 | $558,000 | 1710 | 2 | 2 | 1 | No | North |
| 112 | $574,500 | 1740 | 2 | 2 | 2 | No | North |
| 113 | $624,000 | 1940 | 2 | 2 | 2 | Yes | West |
| 114 | $583,500 | 2000 | 3 | 2 | 3 | Yes | North |
| 115 | $622,500 | 2010 | 4 | 3 | 2 | No | East |
| 116 | $512,500 | 1900 | 3 | 3 | 3 | No | North |
| 117 | $979,500 | 2290 | 5 | 4 | 1 | Yes | West |
| 118 | $589,000 | 1920 | 3 | 2 | 2 | No | North |
| 119 | $755,000 | 1950 | 3 | 2 | 3 | Yes | North |
| 120 | $548,500 | 1920 | 2 | 2 | 4 | No | North |
| 121 | $552,000 | 1930 | 2 | 3 | 3 | No | North |
| 122 | $528,000 | 1930 | 3 | 3 | 3 | No | East |
| 123 | $730,000 | 2060 | 2 | 2 | 1 | Yes | East |
| 124 | $599,500 | 1900 | 3 | 3 | 3 | Yes | East |
| 125 | $743,500 | 2160 | 4 | 3 | 3 | Yes | East |
| 126 | $567,500 | 2070 | 2 | 2 | 2 | No | North |
| 127 | $713,500 | 2020 | 3 | 3 | 1 | No | West |
| 128 | $623,000 | 2250 | 3 | 2 | 4 | No | North |
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