Electric.Electric.None/Unknown (N=1)	Gas.Hot Air.None/Unknown (N=9)	Oil.Hot Air.None/Unknown (N=2)	Electric.Electric.Private (N=81)	Gas.Electric.Private (N=1)	Oil.Electric.Private (N=1)	Electric.Hot Air.Private (N=3)	Gas.Hot Air.Private (N=202)	Oil.Hot Air.Private (N=114)	Gas.Hot Water.Private (N=48)	Oil.Hot Water.Private (N=53)	None.None.Private (N=2)	Unknown/Other.None.Private (N=1)	Wood.None.Private (N=1)	Electric.Electric.Public (N=216)	Gas.Electric.Public (N=5)	Electric.Hot Air.Public (N=13)	Gas.Hot Air.Public (N=750)	Oil.Hot Air.Public (N=28)	Electric.Hot Water.Public (N=1)	Gas.Hot Water.Public (N=182)	Oil.Hot Water.Public (N=18)	None.None.Public (N=1)	Solar.None.Public (N=1)
Price
Mean (SD)	150000 (NA)	276000 (131000)	187000 (21900)	190000 (88300)	190000 (NA)	200000 (NA)	293000 (172000)	215000 (113000)	178000 (84500)	219000 (77700)	184000 (64000)	80100 (0)	93100 (NA)	25500 (NA)	151000 (49200)	161000 (56300)	205000 (84800)	235000 (103000)	256000 (116000)	238000 (NA)	218000 (88700)	165000 (82100)	135000 (NA)	127000 (NA)
Median [Min, Max]	150000 [150000, 150000]	246000 [123000, 571000]	187000 [171000, 202000]	170000 [65000, 455000]	190000 [190000, 190000]	200000 [200000, 200000]	270000 [133000, 475000]	190000 [45000, 775000]	158000 [20000, 620000]	213000 [62000, 440000]	170000 [60000, 348000]	80100 [80100, 80100]	93100 [93100, 93100]	25500 [25500, 25500]	144000 [10300, 374000]	149000 [103000, 255000]	181000 [106000, 367000]	215000 [5000, 775000]	211000 [112000, 520000]	238000 [238000, 238000]	211000 [60000, 670000]	140000 [82000, 350000]	135000 [135000, 135000]	127000 [127000, 127000]
Lot.Size
Mean (SD)	0.320 (NA)	1.11 (0.600)	0.790 (0.297)	1.07 (1.33)	0.480 (NA)	1.28 (NA)	4.62 (6.58)	0.617 (0.421)	0.931 (0.978)	0.944 (1.28)	1.25 (1.26)	1.29 (0)	0.160 (NA)	0.130 (NA)	0.224 (0.149)	0.234 (0.112)	0.219 (0.204)	0.340 (0.291)	0.836 (1.26)	0.370 (NA)	0.385 (0.211)	0.338 (0.232)	0.170 (NA)	0.100 (NA)
Median [Min, Max]	0.320 [0.320, 0.320]	1.00 [0.190, 2.00]	0.790 [0.580, 1.00]	0.890 [0.0200, 8.97]	0.480 [0.480, 0.480]	1.28 [1.28, 1.28]	1.29 [0.380, 12.2]	0.490 [0, 3.47]	0.690 [0.0300, 6.07]	0.545 [0.0100, 7.24]	0.850 [0.150, 6.15]	1.29 [1.29, 1.29]	0.160 [0.160, 0.160]	0.130 [0.130, 0.130]	0.160 [0.0100, 1.00]	0.160 [0.150, 0.380]	0.150 [0.0600, 0.750]	0.310 [0.0100, 5.84]	0.410 [0.110, 5.65]	0.370 [0.370, 0.370]	0.415 [0, 0.940]	0.285 [0.0500, 0.980]	0.170 [0.170, 0.170]	0.100 [0.100, 0.100]
Waterfront
Mean (SD)	0 (NA)	0 (0)	0 (0)	0.0123 (0.111)	0 (NA)	0 (NA)	0 (0)	0.00495 (0.0704)	0.0263 (0.161)	0.0208 (0.144)	0.0189 (0.137)	0 (0)	0 (NA)	0 (NA)	0.00926 (0.0960)	0 (0)	0 (0)	0.00400 (0.0632)	0.107 (0.315)	0 (NA)	0 (0)	0 (0)	0 (NA)	0 (NA)
Median [Min, Max]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 1.00]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 1.00]	0 [0, 0]	0 [0, 0]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 0]
Age
Mean (SD)	11.0 (NA)	5.44 (7.20)	13.0 (1.41)	24.6 (14.7)	2.00 (NA)	84.0 (NA)	17.0 (2.65)	23.0 (22.6)	47.3 (40.3)	32.3 (24.7)	48.4 (39.4)	183 (0)	59.0 (NA)	125 (NA)	19.8 (7.72)	19.4 (3.21)	14.8 (7.34)	21.3 (25.2)	45.8 (36.4)	19.0 (NA)	47.3 (37.5)	75.8 (42.3)	93.0 (NA)	124 (NA)
Median [Min, Max]	11.0 [11.0, 11.0]	1.00 [0, 18.0]	13.0 [12.0, 14.0]	20.0 [11.0, 93.0]	2.00 [2.00, 2.00]	84.0 [84.0, 84.0]	18.0 [14.0, 19.0]	16.0 [0, 137]	34.5 [1.00, 201]	32.0 [0, 133]	37.0 [1.00, 178]	183 [183, 183]	59.0 [59.0, 59.0]	125 [125, 125]	19.0 [6.00, 105]	18.0 [17.0, 25.0]	16.0 [0, 26.0]	16.0 [0, 225]	32.0 [0, 154]	19.0 [19.0, 19.0]	35.0 [5.00, 176]	72.5 [17.0, 142]	93.0 [93.0, 93.0]	124 [124, 124]
Land.Value
Mean (SD)	19400 (NA)	47600 (47100)	9750 (13100)	23200 (23200)	13400 (NA)	34600 (NA)	68100 (52100)	29100 (45100)	21600 (21400)	28200 (31400)	20800 (15400)	16500 (0)	32000 (NA)	700 (NA)	19300 (9400)	24000 (11700)	28400 (25500)	43200 (35900)	37200 (33300)	27000 (NA)	41600 (41400)	34600 (41900)	55800 (NA)	49500 (NA)
Median [Min, Max]	19400 [19400, 19400]	21200 [15200, 129000]	9750 [500, 19000]	17400 [1600, 126000]	13400 [13400, 13400]	34600 [34600, 34600]	82800 [10300, 111000]	18600 [300, 413000]	17700 [300, 138000]	21600 [3000, 183000]	19500 [1300, 73500]	16500 [16500, 16500]	32000 [32000, 32000]	700 [700, 700]	15700 [1400, 69400]	15700 [15100, 38000]	27000 [1600, 95000]	35000 [200, 239000]	26700 [2700, 107000]	27000 [27000, 27000]	29000 [600, 255000]	19100 [600, 145000]	55800 [55800, 55800]	49500 [49500, 49500]
New.Construct
Mean (SD)	0 (NA)	0 (0)	0 (0)	0.0123 (0.111)	0 (NA)	0 (NA)	0 (0)	0.0545 (0.227)	0 (0)	0.0208 (0.144)	0 (0)	0 (0)	0 (NA)	0 (NA)	0 (0)	0 (0)	0 (0)	0.0907 (0.287)	0 (0)	0 (NA)	0 (0)	0 (0)	0 (NA)	0 (NA)
Median [Min, Max]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 1.00]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 1.00]	0 [0, 0]	0 [0, 1.00]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 1.00]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 0]
Central.Air
Mean (SD)	0 (NA)	0.556 (0.527)	0 (0)	0.160 (0.369)	0 (NA)	1.00 (NA)	1.00 (0)	0.381 (0.487)	0.193 (0.396)	0.0833 (0.279)	0.0566 (0.233)	0 (0)	0 (NA)	0 (NA)	0.190 (0.393)	0.400 (0.548)	0.769 (0.439)	0.565 (0.496)	0.357 (0.488)	0 (NA)	0.104 (0.307)	0.0556 (0.236)	0 (NA)	0 (NA)
Median [Min, Max]	0 [0, 0]	1.00 [0, 1.00]	0 [0, 0]	0 [0, 1.00]	0 [0, 0]	1.00 [1.00, 1.00]	1.00 [1.00, 1.00]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 1.00]	0 [0, 1.00]	1.00 [0, 1.00]	1.00 [0, 1.00]	0 [0, 1.00]	0 [0, 0]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 0]	0 [0, 0]
Living.Area
Mean (SD)	1660 (NA)	2200 (513)	1790 (218)	1560 (553)	1260 (NA)	1870 (NA)	2120 (463)	1780 (648)	1600 (675)	1870 (532)	1730 (560)	1280 (0)	1150 (NA)	816 (NA)	1340 (381)	1470 (535)	1710 (422)	1870 (616)	1670 (580)	1540 (NA)	1910 (650)	1540 (478)	1000 (NA)	934 (NA)
Median [Min, Max]	1660 [1660, 1660]	2190 [1400, 2820]	1790 [1640, 1940]	1480 [640, 3460]	1260 [1260, 1260]	1870 [1870, 1870]	2080 [1680, 2600]	1680 [720, 4210]	1500 [668, 4860]	1840 [1090, 4210]	1660 [792, 3020]	1280 [1280, 1280]	1150 [1150, 1150]	816 [816, 816]	1310 [672, 3020]	1670 [908, 2080]	1480 [1250, 2670]	1760 [616, 5230]	1560 [775, 2970]	1540 [1540, 1540]	1880 [775, 4490]	1480 [840, 2450]	1000 [1000, 1000]	934 [934, 934]
Pct.College
Mean (SD)	51.0 (NA)	60.2 (9.91)	35.5 (0.707)	48.8 (12.4)	62.0 (NA)	63.0 (NA)	57.0 (11.3)	52.1 (11.7)	52.6 (12.8)	56.3 (10.5)	49.0 (14.8)	57.0 (0)	63.0 (NA)	44.0 (NA)	54.8 (8.79)	52.0 (12.0)	52.4 (9.32)	57.9 (8.34)	52.8 (11.4)	40.0 (NA)	59.0 (7.69)	46.9 (17.3)	57.0 (NA)	57.0 (NA)
Median [Min, Max]	51.0 [51.0, 51.0]	62.0 [44.0, 71.0]	35.5 [35.0, 36.0]	52.0 [20.0, 64.0]	62.0 [62.0, 62.0]	63.0 [63.0, 63.0]	63.0 [44.0, 64.0]	54.0 [22.0, 82.0]	57.0 [20.0, 77.0]	57.0 [36.0, 82.0]	51.0 [20.0, 77.0]	57.0 [57.0, 57.0]	63.0 [63.0, 63.0]	44.0 [44.0, 44.0]	54.0 [28.0, 64.0]	52.0 [40.0, 64.0]	54.0 [40.0, 64.0]	62.0 [23.0, 82.0]	57.0 [27.0, 64.0]	40.0 [40.0, 40.0]	63.0 [33.0, 64.0]	50.5 [20.0, 82.0]	57.0 [57.0, 57.0]	57.0 [57.0, 57.0]
Bedrooms
Mean (SD)	3.00 (NA)	3.56 (0.527)	3.50 (0.707)	2.96 (0.660)	3.00 (NA)	4.00 (NA)	3.00 (1.00)	3.26 (0.656)	3.13 (0.936)	3.52 (0.850)	3.11 (0.993)	2.50 (0.707)	3.00 (NA)	2.00 (NA)	2.57 (0.665)	2.40 (0.548)	2.69 (0.630)	3.20 (0.751)	3.00 (0.770)	3.00 (NA)	3.60 (0.950)	3.28 (0.669)	2.00 (NA)	2.00 (NA)
Median [Min, Max]	3.00 [3.00, 3.00]	4.00 [3.00, 4.00]	3.50 [3.00, 4.00]	3.00 [2.00, 5.00]	3.00 [3.00, 3.00]	4.00 [4.00, 4.00]	3.00 [2.00, 4.00]	3.00 [1.00, 5.00]	3.00 [1.00, 7.00]	3.00 [2.00, 7.00]	3.00 [2.00, 7.00]	2.50 [2.00, 3.00]	3.00 [3.00, 3.00]	2.00 [2.00, 2.00]	2.00 [1.00, 5.00]	2.00 [2.00, 3.00]	3.00 [2.00, 4.00]	3.00 [1.00, 5.00]	3.00 [1.00, 4.00]	3.00 [3.00, 3.00]	4.00 [2.00, 6.00]	3.00 [2.00, 4.00]	2.00 [2.00, 2.00]	2.00 [2.00, 2.00]
Fireplaces
Mean (SD)	0 (NA)	0.556 (0.527)	1.00 (0)	0.432 (0.546)	0 (NA)	0 (NA)	1.00 (0)	0.619 (0.580)	0.430 (0.564)	0.667 (0.630)	0.566 (0.636)	0 (0)	0 (NA)	0 (NA)	0.384 (0.488)	0.400 (0.548)	0.846 (0.555)	0.684 (0.542)	0.464 (0.508)	0 (NA)	0.720 (0.519)	0.333 (0.485)	0 (NA)	0 (NA)
Median [Min, Max]	0 [0, 0]	1.00 [0, 1.00]	1.00 [1.00, 1.00]	0 [0, 2.00]	0 [0, 0]	0 [0, 0]	1.00 [1.00, 1.00]	1.00 [0, 3.00]	0 [0, 2.00]	1.00 [0, 2.00]	0 [0, 2.00]	0 [0, 0]	0 [0, 0]	0 [0, 0]	0 [0, 1.00]	0 [0, 1.00]	1.00 [0, 2.00]	1.00 [0, 4.00]	0 [0, 1.00]	0 [0, 0]	1.00 [0, 2.00]	0 [0, 1.00]	0 [0, 0]	0 [0, 0]
Bathrooms
Mean (SD)	1.50 (NA)	2.22 (0.565)	2.00 (0.707)	1.64 (0.559)	2.00 (NA)	1.00 (NA)	2.33 (0.289)	1.90 (0.700)	1.59 (0.618)	2.01 (0.623)	1.62 (0.672)	1.50 (0.707)	2.00 (NA)	1.00 (NA)	1.57 (0.433)	1.70 (0.570)	2.35 (0.555)	2.05 (0.650)	1.75 (0.585)	2.00 (NA)	2.03 (0.693)	1.53 (0.555)	1.00 (NA)	1.50 (NA)
Median [Min, Max]	1.50 [1.50, 1.50]	2.50 [1.00, 2.50]	2.00 [1.50, 2.50]	1.50 [1.00, 3.00]	2.00 [2.00, 2.00]	1.00 [1.00, 1.00]	2.50 [2.00, 2.50]	2.00 [1.00, 4.00]	1.50 [1.00, 4.00]	2.00 [1.00, 3.50]	1.50 [1.00, 3.50]	1.50 [1.00, 2.00]	2.00 [2.00, 2.00]	1.00 [1.00, 1.00]	1.50 [1.00, 3.00]	1.50 [1.00, 2.50]	2.50 [1.50, 3.50]	2.50 [0, 4.00]	2.00 [1.00, 3.00]	2.00 [2.00, 2.00]	2.00 [1.00, 4.50]	1.50 [1.00, 2.50]	1.00 [1.00, 1.00]	1.50 [1.50, 1.50]
Rooms
Mean (SD)	6.00 (NA)	8.00 (2.12)	8.00 (1.41)	6.59 (2.04)	8.00 (NA)	7.00 (NA)	7.33 (4.04)	7.22 (2.27)	6.71 (2.34)	7.60 (2.03)	6.96 (2.30)	4.50 (0.707)	5.00 (NA)	4.00 (NA)	5.63 (1.86)	5.60 (2.41)	5.85 (1.68)	7.33 (2.30)	7.36 (2.15)	5.00 (NA)	7.69 (2.46)	6.50 (2.09)	4.00 (NA)	4.00 (NA)
Median [Min, Max]	6.00 [6.00, 6.00]	7.00 [6.00, 12.0]	8.00 [7.00, 9.00]	7.00 [3.00, 12.0]	8.00 [8.00, 8.00]	7.00 [7.00, 7.00]	8.00 [3.00, 11.0]	7.00 [3.00, 12.0]	6.00 [2.00, 12.0]	7.50 [4.00, 12.0]	7.00 [3.00, 12.0]	4.50 [4.00, 5.00]	5.00 [5.00, 5.00]	4.00 [4.00, 4.00]	5.00 [3.00, 11.0]	5.00 [3.00, 9.00]	6.00 [3.00, 8.00]	7.00 [3.00, 12.0]	7.00 [4.00, 12.0]	5.00 [5.00, 5.00]	8.00 [3.00, 12.0]	7.00 [3.00, 10.0]	4.00 [4.00, 4.00]	4.00 [4.00, 4.00]
Test
Mean (SD)	0 (NA)	0.111 (0.333)	0.500 (0.707)	0.309 (0.465)	1.00 (NA)	0 (NA)	0 (0)	0.262 (0.441)	0.228 (0.421)	0.271 (0.449)	0.151 (0.361)	0 (0)	0 (NA)	1.00 (NA)	0.245 (0.431)	0.200 (0.447)	0.154 (0.376)	0.267 (0.443)	0.143 (0.356)	0 (NA)	0.231 (0.422)	0.167 (0.383)	0 (NA)	0 (NA)
Median [Min, Max]	0 [0, 0]	0 [0, 1.00]	0.500 [0, 1.00]	0 [0, 1.00]	1.00 [1.00, 1.00]	0 [0, 0]	0 [0, 0]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 0]	0 [0, 0]	1.00 [1.00, 1.00]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 0]	0 [0, 1.00]	0 [0, 1.00]	0 [0, 0]	0 [0, 0]