Initial push

House Price Prediction Dataset.csv

@@ -0,0 +1,2001 @@
+Id,Area,Bedrooms,Bathrooms,Floors,YearBuilt,Location,Condition,Garage,Price
+1,1360,5,4,3,1970,Downtown,Excellent,No,149919
+2,4272,5,4,3,1958,Downtown,Excellent,No,424998
+3,3592,2,2,3,1938,Downtown,Good,No,266746
+4,966,4,2,2,1902,Suburban,Fair,Yes,244020
+5,4926,1,4,2,1975,Downtown,Fair,Yes,636056
+6,3944,1,2,1,1906,Urban,Poor,No,93262
+7,3671,1,1,2,1948,Rural,Poor,Yes,448722
+8,3419,2,4,1,1925,Suburban,Good,Yes,594893
+9,630,2,2,1,1932,Rural,Poor,Yes,652878
+10,2185,3,3,1,2000,Downtown,Poor,No,340375
+11,1269,1,4,2,1947,Suburban,Poor,Yes,653685
+12,2891,4,4,3,1978,Urban,Excellent,Yes,127123
+13,2933,4,3,2,1901,Downtown,Poor,No,849947
+14,1684,1,1,1,2004,Rural,Good,No,399355
+15,3885,1,3,1,1970,Urban,Fair,Yes,481838
+16,4617,1,4,2,1931,Downtown,Poor,No,853032
+17,3404,2,1,1,1903,Urban,Fair,Yes,208964
+18,974,2,2,1,1919,Downtown,Poor,Yes,905742
+19,1582,2,2,2,2013,Suburban,Good,No,989305
+20,3058,5,2,2,2016,Downtown,Excellent,No,218767
+21,2547,4,4,2,1935,Suburban,Good,Yes,996357
+22,3247,4,3,1,1931,Downtown,Excellent,No,709789
+23,1475,3,1,1,1927,Downtown,Poor,No,709966
+24,2306,2,2,3,1976,Rural,Poor,Yes,447694
+25,689,5,1,3,1900,Urban,Excellent,Yes,688668
+26,3234,5,4,2,1959,Urban,Good,Yes,527032
+27,3505,4,2,3,1955,Urban,Good,Yes,745494
+28,2399,2,4,1,1934,Downtown,Excellent,Yes,513179
+29,1767,3,3,3,2011,Downtown,Poor,Yes,948212
+30,2028,2,4,1,1929,Downtown,Excellent,No,206547
+31,3702,1,4,2,1953,Suburban,Poor,No,902609
+32,4056,2,3,2,1935,Suburban,Excellent,Yes,727090
+33,4390,1,1,1,2020,Rural,Poor,No,202185
+34,1146,1,3,3,1954,Downtown,Excellent,No,725371
+35,3388,3,3,2,1988,Urban,Fair,Yes,105746
+36,2935,4,4,2,1979,Urban,Poor,No,959507
+37,1100,2,1,3,1957,Rural,Good,No,748213
+38,2863,1,2,3,1982,Urban,Excellent,Yes,921627
+39,2561,2,3,1,1964,Rural,Good,No,873250
+40,741,4,1,3,1968,Downtown,Excellent,No,218393
+41,2541,4,3,3,1950,Urban,Good,Yes,333453
+42,3324,5,3,3,1921,Downtown,Good,No,986192
+43,3112,4,3,1,1987,Suburban,Excellent,No,340320
+44,1863,3,3,1,2006,Urban,Excellent,No,643167
+45,1978,1,4,2,2008,Suburban,Good,Yes,641880
+46,3056,5,1,1,2015,Urban,Good,Yes,396872
+47,1275,3,1,2,2000,Downtown,Good,No,270084
+48,4514,2,1,3,1952,Rural,Poor,No,976920
+49,534,1,3,2,1999,Downtown,Poor,Yes,771782
+50,3652,4,4,2,1935,Downtown,Fair,Yes,845016
+51,2455,1,3,3,1967,Downtown,Poor,No,698843
+52,2085,2,3,2,1935,Urban,Poor,Yes,405446
+53,4443,5,1,1,1951,Rural,Excellent,No,958840
+54,3573,5,3,1,1952,Suburban,Fair,No,593118
+55,1521,5,2,1,1981,Downtown,Fair,Yes,266897
+56,3961,4,3,1,1949,Urban,Poor,Yes,826522
+57,3113,3,2,2,1979,Suburban,Excellent,No,913498
+58,4343,3,3,2,1940,Downtown,Excellent,No,840023
+59,2000,1,4,3,1917,Suburban,Fair,Yes,143878
+60,661,4,4,2,1921,Downtown,Excellent,No,175407
+61,4797,5,1,2,1965,Suburban,Good,Yes,691157
+62,2481,5,3,2,1920,Suburban,Poor,Yes,307716
+63,1495,2,2,3,1999,Rural,Good,Yes,857827
+64,3842,2,2,1,1943,Rural,Fair,Yes,66738
+65,4298,5,3,2,2002,Downtown,Fair,Yes,183703
+66,1775,5,2,3,1946,Urban,Excellent,No,723265
+67,1516,4,4,3,1938,Rural,Excellent,Yes,593344
+68,837,3,2,3,1928,Suburban,Fair,Yes,815034
+69,1378,2,1,1,1953,Rural,Fair,Yes,560241
+70,1576,3,4,2,1989,Rural,Good,Yes,433800
+71,4493,4,4,3,1984,Downtown,Good,Yes,689604
+72,879,5,4,1,1916,Rural,Excellent,Yes,740807
+73,992,3,3,3,1979,Rural,Good,Yes,628706
+74,2562,5,3,3,1959,Suburban,Excellent,No,873622
+75,4384,5,4,3,1930,Rural,Excellent,No,76014
+76,564,1,3,3,2014,Suburban,Poor,No,778359
+77,3068,3,2,3,1972,Rural,Excellent,No,813277
+78,2527,3,3,1,1994,Rural,Good,Yes,231350
+79,3195,5,3,2,1977,Urban,Fair,No,961995
+80,1995,4,4,2,1948,Rural,Fair,Yes,838212
+81,891,1,1,2,2000,Suburban,Good,No,534859
+82,4974,5,1,2,1901,Suburban,Fair,No,764618
+83,4061,2,1,1,2015,Downtown,Excellent,Yes,540339
+84,2778,2,2,1,1947,Downtown,Fair,Yes,92192
+85,3599,1,3,1,2009,Urban,Good,No,941307
+86,700,4,1,3,1913,Suburban,Fair,No,411273
+87,3604,5,4,3,1958,Suburban,Excellent,No,93923
+88,2954,3,1,3,1996,Suburban,Excellent,No,663484
+89,4145,1,1,2,1998,Urban,Good,Yes,576683
+90,1304,4,3,3,1957,Suburban,Good,No,414593
+91,3231,3,3,2,2002,Downtown,Good,No,433891
+92,3273,2,3,3,1957,Urban,Poor,No,802744
+93,2070,2,2,2,2010,Downtown,Poor,No,458995
+94,3190,3,2,3,1950,Downtown,Excellent,No,645316
+95,4340,1,1,3,1983,Urban,Poor,Yes,997226
+96,1528,2,3,1,1901,Rural,Poor,Yes,450327
+97,1002,5,1,3,2014,Rural,Fair,Yes,816751
+98,4993,3,4,3,1940,Downtown,Poor,Yes,715344
+99,1370,3,4,1,1982,Rural,Fair,Yes,929608
+100,4988,2,3,2,2022,Suburban,Good,No,777688
+101,706,1,3,1,2000,Urban,Fair,Yes,305315
+102,1984,5,4,1,1981,Downtown,Fair,Yes,339068
+103,1363,1,3,2,1915,Suburban,Good,No,495919
+104,3290,4,2,3,1903,Rural,Good,Yes,344721
+105,1063,4,2,2,1911,Suburban,Excellent,Yes,188783
+106,4691,2,3,3,1928,Rural,Excellent,Yes,659836
+107,2257,2,4,3,1906,Downtown,Excellent,Yes,307288
+108,2178,2,1,2,1913,Suburban,Excellent,No,543085
+109,3742,4,3,1,2018,Urban,Fair,No,545187
+110,1559,1,3,2,1911,Downtown,Fair,Yes,699381
+111,2222,1,1,3,1998,Suburban,Excellent,No,285835
+112,3814,2,3,2,1904,Suburban,Poor,Yes,971600
+113,3657,5,1,2,1980,Rural,Excellent,No,902987
+114,3125,1,4,3,2021,Downtown,Poor,No,401992
+115,3229,4,2,1,2005,Downtown,Good,No,256084
+116,2097,3,4,2,1931,Downtown,Fair,No,844686
+117,3560,3,2,3,1973,Downtown,Fair,No,437554
+118,3193,3,1,3,1942,Rural,Poor,No,803315
+119,4127,5,2,2,1980,Urban,Excellent,No,520336
+120,1863,2,4,1,1968,Downtown,Fair,No,973469
+121,2481,4,2,2,1944,Rural,Poor,No,258072
+122,2163,5,1,1,2005,Urban,Good,No,298029
+123,2029,4,2,1,1908,Urban,Good,No,259047
+124,2538,4,3,1,1948,Rural,Fair,Yes,415169
+125,3802,2,4,1,1932,Downtown,Excellent,No,180509
+126,2737,3,3,2,1999,Urban,Poor,Yes,812072
+127,1806,2,1,3,1999,Downtown,Fair,No,345107
+128,4529,5,2,3,1917,Downtown,Good,Yes,577561
+129,3175,5,3,3,1908,Suburban,Excellent,Yes,589618
+130,1782,5,3,3,1961,Downtown,Poor,Yes,202566
+131,1209,2,2,3,1956,Suburban,Fair,No,650710
+132,4913,4,2,3,1928,Urban,Poor,No,958521
+133,4248,4,4,2,2013,Rural,Excellent,No,53212
+134,1163,1,3,1,1977,Suburban,Excellent,No,282131
+135,2498,5,3,3,1924,Rural,Good,Yes,526657
+136,3945,4,1,2,1914,Urban,Excellent,No,661882
+137,4243,1,4,3,1905,Downtown,Fair,No,182152
+138,1995,4,1,3,2019,Urban,Poor,No,344819
+139,3804,5,3,1,1941,Rural,Excellent,No,72007
+140,4263,3,1,1,1928,Urban,Excellent,No,688093
+141,2353,5,3,1,1978,Downtown,Fair,No,394785
+142,1791,2,3,3,1992,Urban,Poor,No,670103
+143,4081,4,1,3,1903,Downtown,Poor,No,883247
+144,3957,4,1,3,1981,Suburban,Good,Yes,919914
+145,2136,2,2,1,2013,Rural,Good,Yes,837071
+146,4196,2,2,2,1956,Downtown,Poor,No,375737
+147,3499,3,2,3,1948,Downtown,Fair,No,562164
+148,3652,4,3,3,1943,Urban,Fair,No,128038
+149,1198,4,1,3,2002,Suburban,Good,No,406043
+150,2660,3,4,2,1979,Downtown,Excellent,Yes,840168
+151,4597,1,3,3,1974,Suburban,Fair,Yes,827794
+152,1354,3,4,2,1913,Suburban,Excellent,No,66473
+153,3974,5,1,3,1902,Urban,Fair,Yes,703059
+154,2207,4,3,2,2014,Downtown,Poor,Yes,175801
+155,3277,2,4,3,2013,Urban,Good,No,944030
+156,2233,5,4,1,1961,Rural,Excellent,No,660911
+157,4010,4,2,1,2005,Rural,Excellent,No,558252
+158,702,3,2,1,1963,Downtown,Poor,Yes,275097
+159,3755,5,2,1,2001,Suburban,Fair,Yes,348964
+160,4718,4,3,3,1944,Downtown,Excellent,No,265933
+161,4996,1,1,1,2005,Downtown,Fair,No,369733
+162,1266,1,1,2,1981,Rural,Poor,Yes,771167
+163,4889,2,2,1,1957,Rural,Good,Yes,330558
+164,2827,4,2,1,1919,Suburban,Excellent,No,439522
+165,3431,1,2,1,1957,Suburban,Fair,Yes,74220
+166,697,3,4,3,2011,Downtown,Excellent,No,634819
+167,2430,4,2,1,1988,Urban,Fair,No,422146
+168,4082,3,4,2,1956,Downtown,Fair,Yes,557409
+169,1108,3,1,1,2001,Suburban,Fair,Yes,747785
+170,3772,1,3,1,1976,Urban,Poor,Yes,59387
+171,1647,4,3,1,1967,Rural,Good,No,295752
+172,4782,5,3,2,2018,Suburban,Excellent,No,651103
+173,3897,1,3,1,1977,Suburban,Good,No,601872
+174,3011,1,4,2,1996,Urban,Fair,No,619071
+175,2294,4,4,2,1991,Suburban,Fair,No,745169
+176,1159,4,2,1,1951,Suburban,Good,No,759687
+177,3311,3,4,2,1936,Suburban,Good,Yes,698782
+178,1869,4,2,3,1907,Suburban,Excellent,No,690102
+179,2486,3,2,1,1943,Suburban,Fair,No,300139
+180,646,1,3,1,1997,Suburban,Good,No,967184
+181,3719,2,4,2,2007,Suburban,Poor,No,550228
+182,3411,5,4,2,1904,Suburban,Fair,Yes,716217
+183,2234,1,2,1,2017,Rural,Fair,No,747621
+184,2343,4,2,3,1968,Suburban,Excellent,Yes,910020
+185,988,5,1,2,1930,Rural,Poor,Yes,984499
+186,3476,2,1,2,1944,Rural,Excellent,No,296509
+187,2459,2,2,3,1908,Downtown,Poor,No,63580
+188,2885,3,1,3,2005,Downtown,Excellent,Yes,592528
+189,3419,5,1,1,1931,Rural,Poor,Yes,828639
+190,2302,3,2,3,1932,Rural,Poor,No,395590
+191,4561,1,2,1,1966,Suburban,Poor,Yes,518968
+192,3869,5,4,3,1929,Downtown,Good,No,940965
+193,762,1,2,2,2013,Urban,Fair,No,828559
+194,1123,3,2,1,1975,Downtown,Poor,Yes,533663
+195,1516,5,3,1,1928,Rural,Good,No,478082
+196,4143,3,4,1,1902,Rural,Good,No,655262
+197,2549,5,4,3,1989,Suburban,Excellent,No,647689
+198,4223,3,4,2,1956,Suburban,Fair,Yes,263165
+199,3608,2,3,1,1929,Downtown,Fair,Yes,455427
+200,4590,3,2,1,1908,Suburban,Excellent,Yes,502201
+201,2556,2,4,1,1925,Urban,Fair,No,214340
+202,3670,3,4,1,1901,Urban,Excellent,Yes,840078
+203,2182,5,1,2,1961,Suburban,Good,Yes,760731
+204,2755,5,4,3,1902,Urban,Good,Yes,822411
+205,1654,5,2,2,1945,Urban,Poor,No,354960
+206,4999,4,2,1,1967,Downtown,Excellent,No,139460
+207,3691,1,1,2,1924,Urban,Good,Yes,356256
+208,2196,5,4,1,1950,Rural,Good,Yes,101048
+209,4491,2,4,3,1912,Rural,Excellent,Yes,780806
+210,2148,5,4,3,2002,Downtown,Good,No,182850
+211,1945,4,3,3,1943,Suburban,Fair,Yes,882184
+212,4699,2,4,1,1934,Downtown,Good,No,528193
+213,4423,4,2,2,1954,Suburban,Excellent,No,907158
+214,753,2,2,3,1986,Suburban,Fair,No,786200
+215,3683,3,3,1,1908,Suburban,Fair,Yes,994793
+216,3057,1,3,1,1901,Suburban,Good,Yes,356932
+217,598,1,4,2,1960,Suburban,Poor,No,316891
+218,2700,4,1,3,2017,Downtown,Fair,No,574333
+219,3461,1,3,1,1940,Suburban,Excellent,No,582046
+220,4933,4,3,2,1943,Urban,Poor,No,829685
+221,4277,4,4,3,1963,Urban,Poor,Yes,961508
+222,3369,4,4,2,1930,Suburban,Fair,Yes,728797
+223,3734,1,3,2,2007,Urban,Good,No,724945
+224,4291,4,1,1,1946,Rural,Poor,No,190926
+225,1456,1,3,1,1901,Downtown,Good,No,233148
+226,4567,4,4,1,1995,Downtown,Fair,Yes,893382
+227,660,5,4,2,1981,Suburban,Excellent,No,722709
+228,4993,4,3,1,1976,Suburban,Poor,Yes,801588
+229,1800,2,1,2,2009,Rural,Excellent,No,726708
+230,4487,4,3,2,1968,Suburban,Good,Yes,215368
+231,2027,3,3,1,1957,Urban,Good,Yes,544496
+232,1718,4,4,3,2005,Rural,Excellent,No,69455
+233,4996,2,1,3,1943,Urban,Fair,Yes,784184
+234,3604,2,2,3,1973,Downtown,Fair,Yes,515139
+235,3235,1,1,2,1955,Urban,Poor,Yes,281897
+236,1454,5,3,2,1942,Downtown,Poor,Yes,482509
+237,3946,4,3,2,1988,Urban,Fair,No,542646
+238,1545,1,3,1,1933,Downtown,Fair,No,662840
+239,2193,5,1,2,2000,Suburban,Excellent,No,882548
+240,3936,4,4,1,1929,Urban,Good,No,432605
+241,1062,3,3,1,1970,Downtown,Good,No,614772
+242,2985,4,3,3,1969,Urban,Poor,Yes,997719
+243,3854,2,1,3,2017,Rural,Fair,Yes,393782
+244,725,2,2,3,1954,Suburban,Excellent,Yes,708764
+245,1459,3,2,1,1966,Downtown,Poor,Yes,218332
+246,3567,1,4,1,1912,Rural,Excellent,No,150647
+247,1315,5,4,1,1902,Urban,Fair,No,639930
+248,3620,4,3,2,1925,Rural,Fair,Yes,786091
+249,516,2,1,1,1956,Urban,Fair,No,882441
+250,1743,1,3,3,1923,Suburban,Good,Yes,178824
+251,2705,3,4,3,1952,Rural,Fair,Yes,823202
+252,3024,2,1,1,1969,Suburban,Poor,No,866037
+253,1569,3,1,1,1942,Downtown,Good,No,685167
+254,3944,4,4,3,1959,Urban,Excellent,No,695115
+255,3065,5,2,1,1957,Urban,Poor,No,317724
+256,1560,2,2,3,1948,Suburban,Poor,No,951334
+257,2827,2,1,2,1941,Suburban,Excellent,No,317544
+258,3920,4,3,3,1975,Downtown,Good,No,745003
+259,801,1,2,2,2012,Rural,Poor,Yes,801545
+260,4776,5,3,1,1999,Urban,Poor,No,932464
+261,1106,2,2,1,1965,Urban,Poor,Yes,177319
+262,3670,5,2,2,1910,Downtown,Good,Yes,562193
+263,1199,2,3,1,2002,Downtown,Good,No,529389
+264,1639,5,4,2,1997,Suburban,Good,Yes,156960
+265,690,3,2,1,1989,Suburban,Poor,No,89015
+266,2800,2,2,3,1917,Rural,Fair,Yes,383857
+267,1480,5,3,1,1984,Downtown,Excellent,Yes,778165
+268,3475,1,4,3,1999,Rural,Fair,Yes,982478
+269,1684,3,2,3,2003,Downtown,Good,No,195109
+270,3827,3,2,2,1951,Urban,Poor,Yes,527508
+271,3894,1,4,1,1945,Downtown,Poor,Yes,836351
+272,627,5,2,2,1943,Downtown,Fair,Yes,983671
+273,2565,4,4,1,1921,Urban,Fair,No,138754
+274,2316,1,4,3,1952,Downtown,Excellent,Yes,271775
+275,1069,5,3,3,1958,Rural,Poor,No,355292
+276,2395,1,1,1,1993,Suburban,Fair,Yes,777513
+277,3233,1,4,1,2013,Suburban,Excellent,Yes,726894
+278,4363,2,3,2,2006,Rural,Good,Yes,796355
+279,4514,5,1,1,2023,Urban,Fair,No,959222
+280,3401,4,2,1,1929,Downtown,Good,Yes,922510
+281,2186,2,1,1,1907,Rural,Excellent,Yes,106879
+282,3509,1,4,2,1997,Suburban,Good,Yes,169894
+283,654,1,4,1,1956,Suburban,Poor,Yes,640127
+284,3037,1,4,3,2010,Rural,Poor,No,79756
+285,1909,5,4,2,1972,Suburban,Good,Yes,718043
+286,4557,5,4,2,2014,Rural,Poor,Yes,230557
+287,1284,2,3,3,1919,Suburban,Excellent,Yes,279303
+288,3675,4,4,3,2003,Rural,Poor,Yes,454241
+289,4841,2,3,3,1924,Downtown,Good,No,724075
+290,3306,3,2,1,1918,Downtown,Good,Yes,541599
+291,1037,1,4,3,1904,Downtown,Good,Yes,545283
+292,2341,1,4,1,1974,Downtown,Fair,No,667231
+293,2955,1,1,2,1978,Suburban,Good,Yes,792476
+294,1024,2,2,2,1971,Urban,Excellent,Yes,198188
+295,3450,2,4,3,1982,Rural,Poor,Yes,611032
+296,4631,1,4,1,1986,Urban,Poor,No,174697
+297,4615,2,2,3,1926,Suburban,Fair,Yes,530795
+298,2868,5,3,3,1939,Suburban,Fair,No,690360
+299,4347,5,4,1,1995,Urban,Excellent,No,445340
+300,4995,2,1,3,1925,Urban,Good,No,286028
+301,3201,1,4,2,1926,Suburban,Fair,No,743411
+302,1471,2,1,3,1961,Suburban,Poor,No,57176
+303,1666,2,1,1,1982,Rural,Fair,No,927742
+304,3274,2,4,1,1949,Downtown,Fair,No,826653
+305,2482,3,4,2,1941,Downtown,Good,Yes,508034
+306,1353,5,1,1,1928,Rural,Fair,Yes,563611
+307,4646,4,2,1,1938,Urban,Excellent,No,199748
+308,4236,4,2,2,1959,Suburban,Poor,No,95177
+309,4269,3,4,3,1940,Urban,Good,No,533512
+310,1074,2,3,2,1932,Downtown,Poor,No,160623
+311,3761,3,2,3,1982,Downtown,Excellent,No,575285
+312,1648,3,4,2,2000,Urban,Excellent,No,502546
+313,2215,1,2,3,1982,Downtown,Fair,Yes,546184
+314,4354,5,3,2,1996,Suburban,Fair,Yes,694467
+315,2991,4,4,3,2010,Rural,Fair,No,297439
+316,3160,2,3,2,1915,Urban,Poor,No,694691
+317,3624,4,4,3,1922,Suburban,Excellent,No,978735
+318,3551,4,3,2,1906,Suburban,Good,Yes,145287
+319,504,5,2,1,1925,Downtown,Fair,No,169574
+320,1376,4,2,3,1995,Suburban,Poor,Yes,830751
+321,1491,4,3,2,1911,Urban,Fair,Yes,171509
+322,4642,3,3,3,1971,Suburban,Excellent,Yes,397591
+323,4864,5,3,3,1904,Rural,Good,No,945954
+324,4965,1,4,2,2005,Suburban,Excellent,No,499181
+325,1135,2,2,3,1991,Suburban,Poor,Yes,393288
+326,2193,4,4,2,2016,Rural,Fair,Yes,822793
+327,2182,2,2,1,1968,Suburban,Excellent,Yes,242589
+328,619,1,1,3,1948,Suburban,Poor,Yes,929125
+329,1330,2,4,1,1925,Downtown,Fair,No,406459
+330,4175,1,2,3,1904,Urban,Good,Yes,538720
+331,1869,3,2,3,1921,Downtown,Excellent,No,863819
+332,1240,4,4,3,1978,Urban,Fair,Yes,54090
+333,616,1,4,2,1912,Rural,Fair,No,957278
+334,3338,2,2,1,1927,Rural,Fair,Yes,468161
+335,1650,4,4,3,1932,Rural,Fair,No,876671
+336,2431,3,3,2,2006,Urban,Excellent,No,53743
+337,1512,4,4,3,1922,Urban,Fair,No,80924
+338,2164,1,4,2,1996,Urban,Poor,Yes,191268
+339,1581,3,4,3,2006,Rural,Excellent,No,966592
+340,1012,2,2,1,1917,Urban,Fair,Yes,928247
+341,3349,3,3,1,2013,Suburban,Excellent,No,679600
+342,1059,3,1,3,2016,Downtown,Poor,No,381004
+343,4172,5,1,2,1929,Rural,Poor,Yes,790537
+344,3843,3,3,3,1925,Downtown,Excellent,No,798378
+345,4570,3,3,2,1915,Suburban,Fair,No,279602
+346,1970,4,3,3,1976,Urban,Fair,Yes,392543
+347,1080,2,2,2,1938,Downtown,Poor,No,885227
+348,2794,4,1,1,1932,Suburban,Fair,No,887985
+349,3647,4,3,3,1925,Suburban,Poor,No,558928
+350,4749,1,2,1,1947,Downtown,Fair,No,153976
+351,2179,4,1,1,1964,Rural,Poor,Yes,205183
+352,4006,5,4,3,2012,Downtown,Good,No,687854
+353,3244,5,2,3,1937,Rural,Fair,No,307443
+354,3856,1,1,2,1901,Urban,Fair,No,694256
+355,4545,2,2,2,2012,Rural,Fair,No,111600
+356,1743,2,1,1,1905,Urban,Excellent,No,624310
+357,3618,4,1,2,1945,Downtown,Fair,No,708559
+358,2641,4,4,2,1949,Urban,Excellent,No,887329
+359,3559,4,2,3,1937,Suburban,Excellent,No,874470
+360,3459,2,3,2,2005,Urban,Poor,Yes,173323
+361,2765,3,4,1,1987,Rural,Excellent,Yes,236110
+362,2979,5,4,2,1917,Rural,Excellent,Yes,694566
+363,2135,3,1,1,1926,Rural,Good,Yes,947486
+364,2257,3,3,3,1940,Urban,Fair,No,320041
+365,4952,2,2,1,1971,Rural,Excellent,No,638829
+366,2570,3,3,2,1991,Rural,Fair,Yes,156968
+367,3349,1,3,3,1973,Suburban,Excellent,Yes,589180
+368,3751,4,3,2,1916,Urban,Poor,Yes,975775
+369,4230,1,3,3,2018,Suburban,Good,No,74815
+370,2989,5,3,3,1961,Rural,Excellent,No,882044
+371,2131,4,1,2,1928,Rural,Fair,Yes,476573
+372,3316,3,1,2,1957,Rural,Poor,Yes,518304
+373,1515,5,4,3,1969,Urban,Fair,Yes,852699
+374,1848,4,1,3,1977,Downtown,Poor,Yes,854700
+375,3587,3,4,2,1921,Rural,Good,Yes,688751
+376,3339,1,4,1,2017,Rural,Poor,No,981767
+377,835,4,2,2,1905,Rural,Fair,Yes,514151
+378,1395,3,3,3,1925,Rural,Fair,No,931779
+379,4046,1,1,2,1938,Urban,Excellent,Yes,240732
+380,1351,5,2,1,1911,Downtown,Poor,Yes,246599
+381,2187,5,1,2,1998,Downtown,Fair,No,244451
+382,2431,5,4,3,1913,Downtown,Excellent,Yes,406686
+383,4246,5,1,2,1921,Rural,Good,No,746631
+384,2927,2,3,3,1950,Rural,Fair,No,378756
+385,2068,4,4,3,1922,Downtown,Excellent,Yes,188307
+386,4500,4,4,2,1947,Downtown,Fair,Yes,138757
+387,3238,2,2,3,1970,Rural,Poor,No,459633
+388,3998,3,3,3,2003,Rural,Excellent,No,934507
+389,4413,3,4,1,1949,Suburban,Poor,Yes,346753
+390,1566,5,3,1,1988,Suburban,Good,No,939217
+391,4880,1,1,1,1912,Suburban,Poor,Yes,304200
+392,2944,3,3,1,1984,Downtown,Excellent,No,597933
+393,4607,1,4,3,2004,Urban,Fair,Yes,506089
+394,3873,4,2,2,1909,Rural,Excellent,No,769918
+395,4469,1,4,3,2016,Suburban,Poor,No,374377
+396,3046,4,3,3,1954,Urban,Poor,Yes,423587
+397,1253,2,3,3,2022,Rural,Fair,No,204473
+398,2582,2,4,2,1908,Urban,Good,No,844203
+399,3274,5,3,1,1978,Downtown,Excellent,No,517667
+400,3396,3,1,3,1951,Downtown,Fair,No,522650
+401,4685,5,4,3,1901,Downtown,Fair,No,510665
+402,1275,4,2,1,1924,Suburban,Fair,No,414745
+403,2125,5,4,3,1912,Rural,Excellent,No,535820
+404,3569,1,1,2,1997,Downtown,Excellent,Yes,445158
+405,917,4,1,3,1950,Suburban,Excellent,No,725748
+406,614,2,1,3,1957,Suburban,Good,No,961656
+407,1116,3,1,1,1933,Suburban,Fair,Yes,657539
+408,4474,4,1,3,1934,Suburban,Poor,No,631330
+409,3767,4,2,3,2001,Downtown,Poor,No,890172
+410,1325,1,3,2,1902,Suburban,Fair,Yes,246945
+411,2016,3,1,1,2005,Downtown,Poor,No,621312
+412,3646,2,1,1,2019,Downtown,Good,No,728810
+413,912,4,4,2,1958,Suburban,Good,Yes,631253
+414,1228,4,2,3,1969,Downtown,Excellent,Yes,322201
+415,3848,1,2,1,2018,Rural,Excellent,No,798609
+416,3308,5,3,1,1947,Rural,Excellent,No,845415
+417,1175,2,2,3,1963,Urban,Excellent,Yes,442613
+418,3965,3,4,3,2012,Rural,Excellent,No,594283
+419,3004,4,4,1,1918,Downtown,Poor,Yes,164587
+420,3467,4,3,3,1966,Downtown,Poor,Yes,283076
+421,3286,2,4,1,1981,Rural,Excellent,Yes,796988
+422,1622,5,1,3,2002,Suburban,Good,No,520897
+423,4579,4,1,3,1972,Suburban,Poor,Yes,88886
+424,2071,2,4,2,2015,Downtown,Good,Yes,401169
+425,2643,1,3,3,1975,Suburban,Good,Yes,539788
+426,2187,5,2,2,1904,Urban,Fair,No,145149
+427,4632,3,3,3,1966,Urban,Fair,No,668308
+428,4351,4,2,1,1910,Rural,Excellent,No,576961
+429,3940,2,4,1,2020,Rural,Good,Yes,913945
+430,4266,1,4,3,1993,Suburban,Poor,No,73466
+431,2826,3,1,3,1967,Downtown,Fair,No,287626
+432,3414,2,2,1,1968,Rural,Fair,Yes,928977
+433,4452,2,3,3,1900,Urban,Good,Yes,559966
+434,1095,3,4,2,1990,Rural,Fair,No,624694
+435,1228,1,3,2,1991,Rural,Fair,No,446904
+436,1865,1,1,2,1962,Urban,Poor,Yes,643572
+437,4992,5,2,2,1928,Downtown,Good,No,810006
+438,1198,4,2,2,1981,Rural,Fair,Yes,951011
+439,895,3,4,3,1911,Rural,Good,Yes,587953
+440,4671,3,2,3,1976,Rural,Fair,No,594929
+441,4860,3,4,2,1940,Suburban,Poor,No,475716
+442,3002,1,1,3,1901,Rural,Good,No,610085
+443,2319,4,2,3,1936,Urban,Fair,No,790126
+444,1217,5,4,2,1944,Downtown,Poor,Yes,358094
+445,3282,2,3,3,1979,Downtown,Fair,No,992550
+446,4077,2,4,3,1947,Urban,Good,No,965986
+447,643,3,2,3,1923,Suburban,Fair,No,676627
+448,3640,4,1,2,1998,Urban,Good,Yes,687719
+449,4991,1,2,3,1921,Downtown,Good,No,282275
+450,3438,4,2,1,1999,Urban,Fair,No,452854
+451,4136,4,4,1,1910,Suburban,Poor,Yes,857605
+452,3722,1,3,2,2018,Downtown,Excellent,Yes,718582
+453,1667,3,2,1,1957,Suburban,Poor,Yes,231136
+454,3116,4,3,2,1945,Urban,Poor,Yes,218082
+455,1562,2,4,1,1928,Rural,Fair,Yes,303301
+456,2656,1,3,1,1934,Urban,Poor,No,592383
+457,3482,5,4,1,2011,Suburban,Poor,Yes,173554
+458,3794,3,1,2,2017,Urban,Excellent,Yes,444655
+459,1656,1,3,2,1914,Rural,Poor,Yes,962046
+460,1232,5,3,3,1959,Suburban,Excellent,Yes,809277
+461,4830,5,1,2,1994,Urban,Fair,Yes,528766
+462,1453,4,3,1,1941,Suburban,Excellent,Yes,972879
+463,3039,4,1,1,2004,Suburban,Good,Yes,663311
+464,3824,4,2,2,1942,Downtown,Good,Yes,681469
+465,3801,1,4,2,1979,Downtown,Excellent,No,272310
+466,2042,1,1,2,1973,Suburban,Good,No,857032
+467,1691,3,3,3,1948,Urban,Fair,No,838898
+468,3493,4,1,1,1963,Urban,Good,Yes,830637
+469,3181,5,3,3,1931,Urban,Excellent,Yes,549344
+470,1717,2,2,3,1963,Rural,Fair,Yes,750457
+471,2040,3,1,1,2014,Suburban,Good,No,946366
+472,3736,1,2,1,1901,Suburban,Fair,Yes,627564
+473,2886,3,4,2,1923,Rural,Excellent,Yes,493333
+474,4219,3,3,2,1986,Suburban,Good,Yes,490187
+475,1888,3,3,3,1965,Suburban,Fair,No,319072
+476,2356,3,2,2,1937,Rural,Fair,No,891741
+477,1865,2,4,2,1930,Downtown,Good,Yes,255719
+478,999,4,1,1,2014,Suburban,Fair,No,746248
+479,2180,5,1,1,2003,Rural,Fair,Yes,800385
+480,1010,3,3,2,1925,Urban,Excellent,Yes,749192
+481,4812,3,2,1,1928,Downtown,Excellent,No,166196
+482,1824,3,2,2,1966,Urban,Excellent,No,59404
+483,1655,4,1,1,2021,Suburban,Excellent,No,476855
+484,2327,1,4,1,1977,Downtown,Excellent,No,783478
+485,3641,1,4,1,1924,Rural,Excellent,Yes,503814
+486,3986,2,1,1,1947,Suburban,Good,Yes,687475
+487,2310,1,1,2,1964,Rural,Excellent,No,946881
+488,3423,3,2,3,1952,Downtown,Fair,No,601972
+489,2714,3,4,1,1966,Urban,Good,Yes,642879
+490,4686,3,1,2,2017,Suburban,Fair,Yes,431965
+491,1213,2,1,2,1989,Suburban,Excellent,Yes,783082
+492,4102,3,3,1,1917,Rural,Excellent,Yes,314826
+493,4634,1,1,3,1908,Downtown,Fair,No,161186
+494,4022,4,1,1,1937,Rural,Fair,No,817469
+495,4768,4,4,2,1986,Downtown,Fair,No,596120
+496,1743,5,2,3,1920,Suburban,Poor,Yes,591285
+497,4209,1,4,2,2020,Downtown,Poor,Yes,346784
+498,1581,3,2,1,1964,Suburban,Poor,No,520098
+499,955,4,3,3,1920,Downtown,Poor,No,90491
+500,1394,1,1,2,1926,Urban,Good,No,113043
+501,1884,4,3,2,2005,Downtown,Excellent,Yes,948607
+502,2458,3,2,2,2022,Urban,Fair,No,178568
+503,3572,4,4,1,1969,Downtown,Excellent,Yes,426394
+504,2496,5,4,3,2018,Downtown,Fair,No,647013
+505,4785,5,3,1,1943,Rural,Excellent,No,178131
+506,1004,4,2,1,1999,Rural,Good,No,95520
+507,1714,1,3,1,1927,Suburban,Poor,Yes,375063
+508,2031,1,3,3,1944,Rural,Excellent,Yes,684157
+509,3940,1,1,1,1916,Downtown,Fair,Yes,638730
+510,1323,4,3,1,2022,Rural,Excellent,Yes,835313
+511,1428,1,1,1,1939,Downtown,Good,Yes,202842
+512,633,3,1,1,2021,Urban,Good,Yes,417390
+513,2605,5,4,2,2015,Downtown,Excellent,No,752858
+514,4127,3,1,1,1902,Suburban,Poor,Yes,421831
+515,2352,1,1,2,1975,Urban,Fair,No,572485
+516,4675,3,4,1,2002,Suburban,Good,Yes,697735
+517,3433,1,3,3,1975,Suburban,Good,No,635765
+518,3784,4,2,2,1965,Suburban,Excellent,No,574532
+519,4798,3,2,2,2019,Rural,Good,Yes,915885
+520,3311,4,2,2,1945,Suburban,Good,No,500953
+521,1750,4,3,2,1985,Urban,Fair,Yes,227561
+522,4012,2,1,3,1986,Downtown,Poor,Yes,964394
+523,1756,1,2,1,1929,Suburban,Fair,Yes,907735
+524,3876,5,3,2,1968,Urban,Poor,Yes,340534
+525,3986,1,1,3,1908,Suburban,Fair,No,584535
+526,4084,5,4,2,1984,Downtown,Excellent,Yes,250123
+527,1896,1,2,1,1910,Urban,Good,No,765079
+528,4137,4,1,2,1968,Urban,Poor,No,477894
+529,3830,3,2,3,1998,Downtown,Excellent,No,531018
+530,3203,3,2,1,1990,Urban,Good,Yes,257358
+531,970,2,2,3,2012,Downtown,Good,No,866015
+532,1853,5,1,1,1965,Urban,Good,Yes,566456
+533,3283,5,3,1,1987,Urban,Fair,No,189148
+534,3331,5,1,1,1930,Downtown,Excellent,Yes,985510
+535,857,4,2,2,1932,Downtown,Excellent,Yes,196123
+536,3519,5,1,3,1938,Urban,Good,Yes,447530
+537,1167,3,4,3,1993,Urban,Poor,Yes,602958
+538,4968,4,3,3,1945,Downtown,Excellent,No,543973
+539,1645,1,1,1,1936,Rural,Fair,No,961352
+540,4685,5,4,2,2014,Downtown,Poor,Yes,60236
+541,4219,5,3,1,1991,Urban,Poor,No,85568
+542,3245,1,4,3,1959,Urban,Poor,Yes,681615
+543,1039,5,3,2,1930,Urban,Poor,Yes,305745
+544,3279,1,1,2,1910,Downtown,Excellent,No,422332
+545,4636,4,4,2,1986,Urban,Good,Yes,535119
+546,4275,3,2,3,2020,Rural,Poor,Yes,328496
+547,3008,1,4,2,1901,Suburban,Fair,Yes,700009
+548,3279,2,3,2,2003,Rural,Fair,Yes,309291
+549,1424,1,1,1,2004,Downtown,Good,Yes,488866
+550,3456,5,3,1,1926,Urban,Excellent,No,453562
+551,2081,4,4,2,1998,Downtown,Good,No,730516
+552,3824,4,4,2,1901,Suburban,Poor,No,105904
+553,4985,1,2,1,2002,Downtown,Excellent,Yes,981539
+554,755,3,1,1,2000,Urban,Excellent,Yes,958573
+555,2338,2,1,1,1920,Suburban,Poor,Yes,328252
+556,2444,4,4,3,1957,Suburban,Fair,Yes,572247
+557,509,5,1,3,1904,Urban,Poor,Yes,839285
+558,3371,5,2,1,1951,Urban,Good,Yes,396300
+559,1297,3,3,2,1944,Urban,Poor,No,316320
+560,1515,4,1,1,1984,Downtown,Fair,Yes,674747
+561,2324,1,4,3,1992,Rural,Poor,No,469136
+562,4969,5,3,2,1919,Downtown,Good,Yes,235922
+563,3636,3,3,3,1960,Downtown,Good,No,187901
+564,2693,4,2,2,1937,Rural,Fair,Yes,173225
+565,723,4,4,3,1919,Urban,Good,No,543406
+566,4658,4,1,2,2013,Urban,Good,No,810135
+567,4425,4,4,2,1924,Rural,Poor,Yes,271738
+568,4500,4,3,2,1901,Rural,Excellent,Yes,954890
+569,2133,5,4,2,2020,Downtown,Good,No,685181
+570,2652,3,1,3,1931,Suburban,Good,Yes,910359
+571,1010,4,1,3,1925,Rural,Fair,Yes,528076
+572,884,2,2,2,1969,Downtown,Fair,Yes,954610
+573,904,2,1,2,1940,Suburban,Poor,No,292726
+574,2500,3,1,3,2020,Urban,Poor,Yes,352811
+575,3256,1,4,2,1966,Urban,Good,No,771202
+576,2168,1,4,2,1996,Downtown,Excellent,No,479059
+577,1960,1,3,2,1900,Downtown,Excellent,Yes,756168
+578,4136,2,2,1,1950,Rural,Poor,No,473759
+579,3224,1,4,2,1904,Urban,Fair,Yes,515996
+580,4678,5,1,1,1912,Downtown,Good,Yes,56611
+581,2548,4,3,2,1918,Urban,Good,No,400386
+582,4646,2,4,3,1911,Urban,Excellent,No,921044
+583,1216,3,2,1,1947,Rural,Poor,No,883334
+584,2323,3,2,1,1924,Suburban,Excellent,No,821812
+585,2581,4,3,2,1956,Rural,Excellent,No,345187
+586,3919,2,3,2,2014,Downtown,Poor,Yes,186343
+587,2074,1,3,1,1934,Rural,Fair,No,909299
+588,749,1,3,3,1975,Rural,Good,Yes,389233
+589,1173,5,3,3,1993,Urban,Fair,Yes,895177
+590,2665,5,1,2,1904,Rural,Poor,No,540092
+591,1270,1,1,3,1997,Downtown,Poor,No,240191
+592,4462,3,4,3,1921,Suburban,Good,No,716933
+593,4863,3,2,2,2002,Rural,Fair,No,726769
+594,2484,5,1,3,1976,Rural,Good,No,922402
+595,1577,4,1,2,1956,Suburban,Excellent,Yes,336608
+596,735,1,1,1,1946,Downtown,Excellent,Yes,299220
+597,888,5,4,2,1953,Downtown,Excellent,Yes,486056
+598,3537,5,3,1,1902,Rural,Fair,No,692811
+599,2348,1,4,1,2023,Urban,Excellent,No,594950
+600,3314,1,2,3,1952,Rural,Good,Yes,854660
+601,3874,3,2,3,1983,Suburban,Fair,No,635009
+602,3778,4,2,3,1930,Suburban,Good,No,712746
+603,1752,4,2,2,1968,Suburban,Poor,No,843294
+604,4481,1,1,3,1987,Rural,Fair,Yes,614396
+605,2622,2,1,1,2003,Rural,Good,No,141788
+606,2650,5,4,3,2017,Downtown,Good,Yes,518239
+607,1829,5,3,3,1932,Urban,Fair,No,294437
+608,1858,1,2,2,1971,Rural,Poor,No,811299
+609,2982,2,4,2,1987,Downtown,Fair,Yes,916572
+610,2517,3,1,1,1949,Rural,Excellent,No,732561
+611,1831,1,1,2,1983,Downtown,Excellent,No,905010
+612,4844,1,3,3,2023,Downtown,Poor,No,99966
+613,4761,5,3,2,1915,Urban,Good,Yes,235846
+614,1858,1,3,1,2013,Rural,Good,No,322530
+615,3677,1,4,3,2015,Downtown,Good,No,651516
+616,2628,1,1,1,1975,Suburban,Fair,No,196297
+617,2680,5,1,2,1976,Suburban,Fair,No,459909
+618,637,3,3,2,2008,Suburban,Poor,No,384341
+619,3972,3,2,1,2005,Urban,Excellent,Yes,93021
+620,3332,1,3,3,1938,Downtown,Good,Yes,431059
+621,4079,5,4,2,1988,Urban,Excellent,No,199333
+622,3531,3,3,2,1945,Rural,Fair,No,470594
+623,4664,3,3,3,1995,Rural,Fair,Yes,953606
+624,3093,3,4,2,1987,Downtown,Fair,No,826934
+625,4800,5,3,1,2011,Suburban,Excellent,No,136755
+626,4318,5,1,2,1946,Downtown,Poor,No,979441
+627,4638,1,2,2,1943,Downtown,Poor,No,116330
+628,4323,4,3,3,1908,Downtown,Fair,No,752726
+629,4542,3,4,1,2003,Urban,Good,No,908754
+630,2406,4,2,3,2013,Rural,Excellent,No,938750
+631,1260,5,4,2,1986,Downtown,Fair,No,619601
+632,3945,5,2,2,1949,Downtown,Excellent,Yes,284729
+633,1399,5,2,3,1976,Downtown,Excellent,Yes,807071
+634,4955,4,3,3,1959,Urban,Poor,No,339176
+635,3447,5,1,3,2022,Urban,Fair,No,535179
+636,2219,1,3,1,1995,Urban,Poor,No,198430
+637,780,5,4,2,2013,Downtown,Fair,No,898142
+638,3766,2,4,3,1914,Suburban,Excellent,Yes,407470
+639,2387,4,2,2,1935,Suburban,Poor,Yes,398301
+640,3766,2,2,1,2012,Suburban,Excellent,Yes,492037
+641,1166,5,1,1,1962,Rural,Fair,Yes,78365
+642,4688,1,3,1,1968,Downtown,Good,No,325333
+643,1171,3,4,1,1985,Suburban,Poor,No,519965
+644,2469,5,2,2,1979,Suburban,Poor,No,581536
+645,4656,1,1,1,1940,Suburban,Excellent,Yes,54369
+646,3622,4,4,1,1973,Downtown,Excellent,No,506979
+647,4400,2,2,3,1923,Suburban,Good,No,975554
+648,1023,2,4,1,1981,Suburban,Poor,Yes,865037
+649,2893,2,1,3,1948,Downtown,Fair,Yes,886048
+650,3617,4,1,1,1917,Rural,Fair,Yes,497695
+651,3093,1,4,1,1906,Urban,Poor,Yes,415863
+652,2468,4,3,3,1903,Suburban,Poor,Yes,221955
+653,2253,2,4,1,1989,Urban,Poor,No,607343
+654,2796,5,2,2,1968,Rural,Good,No,774091
+655,2761,3,3,2,1959,Rural,Fair,Yes,428824
+656,2786,4,2,1,1954,Suburban,Fair,No,319594
+657,4702,4,4,2,1915,Downtown,Excellent,No,183997
+658,3378,1,3,3,1998,Rural,Excellent,No,523267
+659,4643,1,2,1,1989,Urban,Poor,No,100272
+660,4144,4,4,1,1981,Urban,Excellent,Yes,55310
+661,4932,2,4,3,1928,Urban,Good,No,81817
+662,2555,3,3,3,1922,Urban,Fair,No,558350
+663,1776,1,4,3,2016,Rural,Fair,No,536160
+664,3266,2,1,1,1913,Suburban,Excellent,Yes,487744
+665,802,5,2,3,1978,Suburban,Poor,No,790176
+666,1138,1,2,3,1948,Urban,Excellent,Yes,132641
+667,555,2,4,2,1932,Suburban,Poor,Yes,789443
+668,1025,2,4,2,1924,Urban,Good,Yes,781670
+669,4623,3,1,1,1920,Urban,Fair,Yes,589745
+670,2625,3,3,2,1916,Downtown,Good,No,92311
+671,3787,5,4,2,1922,Rural,Fair,Yes,971484
+672,864,2,4,3,1956,Rural,Good,Yes,201958
+673,2146,2,4,3,2006,Urban,Excellent,Yes,520328
+674,1418,3,4,2,1980,Rural,Good,Yes,494093
+675,3297,1,2,2,1957,Suburban,Good,Yes,697861
+676,2031,1,4,2,1913,Urban,Excellent,No,409571
+677,3845,4,2,1,1992,Downtown,Fair,Yes,872613
+678,2406,3,4,1,1919,Suburban,Fair,No,214334
+679,3586,4,3,1,1929,Downtown,Excellent,No,968451
+680,2575,3,1,2,1918,Downtown,Good,Yes,443238
+681,1213,5,3,2,1952,Rural,Good,No,837560
+682,1562,2,4,1,2002,Rural,Good,No,653810
+683,2476,5,4,1,1955,Urban,Poor,No,213394
+684,1796,3,4,2,1976,Rural,Fair,Yes,98929
+685,625,2,3,3,1981,Downtown,Good,Yes,655984
+686,4096,1,4,1,1922,Downtown,Fair,Yes,427389
+687,3783,1,3,2,1961,Suburban,Good,Yes,846240
+688,2103,4,2,2,2009,Downtown,Excellent,Yes,669436
+689,566,3,1,3,1932,Urban,Excellent,Yes,496098
+690,732,3,1,2,2002,Urban,Fair,Yes,858157
+691,2656,1,3,2,2003,Rural,Fair,No,384678
+692,1669,5,2,1,1917,Rural,Excellent,No,352094
+693,2658,2,3,1,1972,Rural,Poor,Yes,794314
+694,4706,5,2,3,1932,Urban,Excellent,No,133576
+695,1993,5,4,3,1931,Downtown,Good,Yes,70557
+696,4507,1,2,2,1960,Rural,Poor,Yes,596113
+697,2972,1,2,1,1953,Suburban,Excellent,Yes,321142
+698,3160,1,2,3,1916,Rural,Poor,No,86080
+699,3239,4,1,3,1918,Urban,Poor,Yes,833103
+700,2261,5,2,3,1990,Rural,Poor,Yes,238869
+701,4014,3,4,2,1969,Downtown,Fair,Yes,721162
+702,2475,2,4,1,1998,Rural,Excellent,Yes,978671
+703,2862,4,4,3,2019,Urban,Fair,No,543844
+704,1376,3,2,1,2000,Urban,Fair,Yes,616695
+705,4312,5,3,3,1933,Suburban,Good,No,170283
+706,3948,1,3,3,1983,Urban,Good,No,63338
+707,1812,5,4,1,1924,Suburban,Poor,Yes,650577
+708,1960,2,1,1,1967,Downtown,Poor,Yes,514736
+709,3209,4,3,1,1973,Urban,Good,No,724255
+710,2824,4,2,2,1973,Rural,Good,No,228982
+711,2233,2,3,3,1987,Downtown,Excellent,No,967461
+712,2105,3,4,2,1984,Rural,Poor,No,159367
+713,3063,3,1,1,1910,Rural,Poor,Yes,378042
+714,3921,4,3,3,1990,Rural,Good,No,970958
+715,4017,4,3,2,1915,Downtown,Excellent,No,691774
+716,2897,1,4,3,1989,Downtown,Good,No,398684
+717,4235,3,1,2,1960,Urban,Good,No,544775
+718,3370,2,1,1,1993,Rural,Fair,Yes,788497
+719,1660,3,4,2,2012,Suburban,Poor,Yes,493853
+720,742,1,2,3,1979,Urban,Excellent,Yes,830343
+721,3090,4,3,3,1906,Downtown,Fair,No,710709
+722,1563,4,2,3,1915,Suburban,Poor,No,961848
+723,4824,1,3,3,1998,Downtown,Good,Yes,876395
+724,3095,2,3,1,2021,Suburban,Excellent,Yes,450966
+725,1419,4,2,2,1915,Urban,Poor,No,407073
+726,505,5,4,1,1939,Suburban,Good,Yes,727823
+727,967,4,4,1,1911,Urban,Fair,No,649223
+728,4670,5,3,1,1934,Downtown,Excellent,No,764152
+729,503,1,4,3,2012,Suburban,Poor,No,850118
+730,1145,1,3,3,1920,Rural,Fair,No,549555
+731,617,4,4,3,1949,Rural,Good,No,113528
+732,3428,3,3,2,1942,Downtown,Good,No,674099
+733,3051,5,4,3,1999,Suburban,Poor,Yes,558907
+734,4789,2,1,2,2011,Rural,Good,Yes,334931
+735,1346,4,2,3,1916,Urban,Excellent,Yes,982280
+736,3262,2,1,3,1931,Suburban,Poor,No,427757
+737,1641,4,2,1,1940,Suburban,Fair,Yes,762787
+738,2310,3,2,1,1905,Rural,Poor,No,834429
+739,1223,3,3,1,1987,Urban,Poor,No,154887
+740,724,3,2,2,1926,Urban,Fair,No,111086
+741,4708,3,1,2,1919,Urban,Good,No,938663
+742,2548,1,1,3,1924,Suburban,Fair,Yes,305494
+743,4915,1,4,2,1965,Downtown,Excellent,Yes,558889
+744,2073,5,1,3,1908,Suburban,Good,Yes,637596
+745,2328,2,4,2,1991,Suburban,Poor,No,327941
+746,2417,4,2,2,1952,Rural,Good,Yes,317446
+747,4734,4,1,2,1960,Downtown,Good,Yes,506388
+748,2526,1,2,1,1937,Urban,Excellent,Yes,612347
+749,4244,4,1,2,1902,Rural,Good,No,181980
+750,1401,1,1,1,1983,Suburban,Good,Yes,765612
+751,2539,5,4,1,1969,Downtown,Good,No,523875
+752,509,2,2,2,2002,Urban,Poor,Yes,193949
+753,760,5,1,3,1996,Urban,Good,No,326383
+754,2173,3,3,3,1954,Suburban,Fair,Yes,77313
+755,2719,3,2,3,1900,Urban,Good,Yes,92103
+756,2560,3,2,2,2000,Urban,Excellent,Yes,229480
+757,4213,5,2,3,1969,Downtown,Good,No,526467
+758,2119,4,4,1,1944,Rural,Good,Yes,138771
+759,820,2,3,3,1997,Downtown,Poor,Yes,176228
+760,1842,3,2,2,1946,Rural,Fair,No,141665
+761,2876,3,1,3,1978,Rural,Good,No,846966
+762,3332,3,1,1,2008,Rural,Fair,No,879492
+763,3324,2,4,2,1925,Urban,Excellent,No,853621
+764,2494,3,1,3,2020,Downtown,Poor,Yes,964863
+765,3458,2,2,2,1913,Urban,Fair,Yes,660355
+766,2538,3,1,2,2021,Suburban,Poor,No,847399
+767,3990,5,2,2,1953,Downtown,Good,Yes,787351
+768,4177,5,1,3,1970,Rural,Excellent,No,901995
+769,1618,2,3,2,1945,Urban,Poor,Yes,320804
+770,2104,5,4,3,2021,Urban,Good,No,430815
+771,4527,2,4,1,1930,Downtown,Fair,Yes,534091
+772,735,5,3,3,1987,Downtown,Excellent,No,179909
+773,2469,5,3,1,1958,Rural,Excellent,No,483039
+774,4929,2,4,3,1994,Rural,Fair,Yes,499058
+775,2408,4,3,2,1928,Suburban,Fair,Yes,190688
+776,875,5,2,3,2005,Rural,Excellent,Yes,125976
+777,4030,3,1,2,1995,Urban,Poor,No,807496
+778,3135,4,4,1,1916,Suburban,Excellent,Yes,229810
+779,2070,2,3,3,1913,Suburban,Fair,No,325251
+780,3060,4,2,2,2003,Suburban,Poor,Yes,766764
+781,3891,1,4,1,1935,Downtown,Good,Yes,668470
+782,3465,1,3,1,1957,Rural,Excellent,No,817441
+783,4143,5,4,3,2011,Suburban,Fair,No,928219
+784,4350,5,3,1,1923,Downtown,Good,Yes,852386
+785,1372,3,4,2,2008,Downtown,Excellent,No,329087
+786,1752,4,2,1,1962,Suburban,Excellent,No,90725
+787,1814,1,2,1,2017,Suburban,Poor,Yes,881866
+788,3398,5,1,2,1990,Urban,Fair,No,922183
+789,577,4,4,1,1924,Suburban,Good,Yes,584398
+790,3121,5,1,1,1958,Urban,Excellent,Yes,548864
+791,4727,5,4,1,1931,Suburban,Poor,No,328606
+792,1100,1,3,1,2015,Suburban,Good,Yes,391376
+793,1565,1,3,2,1981,Rural,Good,No,759441
+794,2636,5,1,1,2009,Suburban,Excellent,Yes,496015
+795,2949,2,4,2,1917,Suburban,Good,No,640855
+796,2843,5,1,1,1936,Urban,Excellent,No,532517
+797,2363,5,2,1,1925,Urban,Poor,No,756584
+798,1818,3,1,1,1908,Rural,Poor,No,439569
+799,4097,3,1,1,2023,Suburban,Good,No,892495
+800,4262,3,3,2,1998,Suburban,Excellent,Yes,163394
+801,2690,2,1,2,1963,Urban,Fair,Yes,891672
+802,1492,2,4,2,1971,Downtown,Poor,No,917784
+803,3212,5,3,3,1919,Downtown,Excellent,Yes,198940
+804,2692,3,1,1,1953,Downtown,Excellent,No,393133
+805,1748,2,2,1,2005,Urban,Excellent,No,72222
+806,3554,1,1,2,1985,Urban,Good,Yes,129794
+807,4533,5,1,3,1982,Downtown,Fair,Yes,638212
+808,2497,4,1,1,1929,Downtown,Good,No,674142
+809,4187,5,3,2,1952,Suburban,Poor,No,914945
+810,2651,4,4,1,1991,Urban,Good,No,834326
+811,4518,3,2,1,1998,Urban,Excellent,No,891081
+812,3610,4,1,2,2006,Downtown,Good,No,415130
+813,2470,3,4,2,1962,Downtown,Excellent,No,818103
+814,697,1,4,1,1910,Rural,Fair,Yes,920181
+815,3126,4,3,1,1930,Urban,Good,No,283127
+816,1702,5,2,2,1948,Rural,Good,No,554434
+817,2535,3,3,1,2011,Suburban,Good,Yes,191295
+818,977,5,4,1,2002,Rural,Excellent,No,229238
+819,1754,2,4,2,1999,Downtown,Excellent,No,89369
+820,1422,3,4,1,1993,Urban,Good,Yes,922811
+821,919,4,3,1,1986,Urban,Good,No,905824
+822,2704,3,2,3,1918,Rural,Fair,Yes,849093
+823,3097,5,1,2,1911,Rural,Fair,No,720951
+824,1620,1,3,3,1914,Suburban,Poor,Yes,383862
+825,3568,3,4,3,1930,Suburban,Fair,Yes,760595
+826,1450,4,3,3,1942,Downtown,Fair,Yes,320114
+827,2836,2,4,1,2000,Downtown,Fair,No,97922
+828,2743,1,1,1,1936,Downtown,Excellent,No,543614
+829,3145,2,1,3,1978,Rural,Fair,Yes,867187
+830,2357,3,2,3,1928,Rural,Fair,Yes,695214
+831,2365,5,4,3,2013,Urban,Good,No,69416
+832,3412,5,2,1,2006,Downtown,Excellent,No,63672
+833,3353,4,2,3,1925,Rural,Poor,No,526684
+834,3728,5,1,3,2007,Urban,Poor,No,178145
+835,4219,1,3,2,1901,Downtown,Fair,No,752356
+836,3728,5,3,2,1983,Suburban,Poor,Yes,910527
+837,2871,4,2,1,1914,Suburban,Poor,No,50064
+838,3391,3,1,2,2015,Rural,Poor,Yes,118835
+839,4256,3,4,2,1903,Urban,Fair,No,251457
+840,4725,5,3,2,1985,Suburban,Poor,Yes,973143
+841,594,2,2,1,1949,Urban,Fair,Yes,297795
+842,3174,3,3,2,1937,Urban,Good,No,454271
+843,2455,5,3,1,1922,Suburban,Good,Yes,399738
+844,1293,4,4,3,1958,Urban,Poor,Yes,996931
+845,2334,5,1,2,1989,Suburban,Good,Yes,691204
+846,2616,3,4,1,2014,Rural,Fair,Yes,956740
+847,4606,4,1,2,1974,Downtown,Good,No,918948
+848,3825,5,3,3,1927,Downtown,Poor,Yes,901098
+849,3419,1,2,1,2019,Rural,Fair,No,245346
+850,3097,4,4,1,1965,Suburban,Excellent,Yes,954726
+851,3705,1,1,1,2022,Suburban,Fair,No,323010
+852,1314,2,3,3,1907,Suburban,Good,No,53889
+853,845,4,1,3,1928,Suburban,Excellent,No,168194
+854,2849,1,1,3,1910,Rural,Fair,Yes,174714
+855,862,3,1,1,2000,Downtown,Excellent,No,605623
+856,2943,3,3,3,1917,Urban,Excellent,No,100547
+857,2765,2,2,2,1954,Urban,Excellent,Yes,207234
+858,2688,4,2,3,1949,Downtown,Fair,No,794809
+859,3505,4,2,1,1913,Rural,Good,Yes,730047
+860,3781,4,1,2,2017,Urban,Fair,Yes,935188
+861,1484,2,3,3,1973,Downtown,Good,No,323139
+862,2139,4,1,2,1998,Rural,Fair,Yes,499704
+863,1327,3,2,2,1908,Urban,Fair,Yes,52631
+864,3230,1,2,1,1998,Suburban,Fair,Yes,187039
+865,4031,3,3,2,1910,Suburban,Good,No,924726
+866,4951,3,1,2,1962,Rural,Fair,Yes,399422
+867,3435,1,4,1,2007,Suburban,Excellent,Yes,638759
+868,4376,3,4,1,1975,Rural,Fair,Yes,349260
+869,626,2,2,1,1966,Downtown,Excellent,No,928548
+870,3677,1,3,2,1952,Downtown,Poor,Yes,477443
+871,3556,3,1,2,1938,Urban,Poor,No,707302
+872,1103,5,1,2,1977,Rural,Good,Yes,621952
+873,3949,3,2,1,1955,Urban,Good,No,733429
+874,4646,2,2,3,1927,Urban,Poor,No,137342
+875,4033,4,1,2,1974,Downtown,Fair,No,64407
+876,3867,3,1,3,1938,Urban,Fair,Yes,163926
+877,3868,4,2,1,1924,Suburban,Fair,Yes,371345
+878,4297,5,1,2,1920,Urban,Poor,Yes,916525
+879,2292,3,4,3,1909,Rural,Excellent,No,497564
+880,3361,1,2,2,1942,Suburban,Good,Yes,787341
+881,3976,4,1,2,1914,Downtown,Excellent,Yes,592166
+882,3917,5,2,2,1982,Rural,Poor,No,133100
+883,2145,1,3,3,1947,Suburban,Excellent,Yes,915061
+884,1705,1,2,1,1985,Rural,Fair,Yes,498636
+885,3530,1,2,2,1920,Suburban,Fair,No,544308
+886,3372,1,3,1,1959,Rural,Excellent,No,273059
+887,3572,3,4,1,2015,Rural,Poor,Yes,617456
+888,2354,3,1,3,2007,Suburban,Excellent,No,300396
+889,4521,3,3,3,1995,Downtown,Fair,Yes,824769
+890,3208,5,2,1,1949,Downtown,Fair,Yes,367006
+891,4002,5,1,2,1922,Rural,Poor,Yes,78004
+892,1832,5,3,3,1912,Rural,Excellent,Yes,856903
+893,701,2,1,2,1968,Downtown,Fair,Yes,574252
+894,4007,5,1,2,1903,Downtown,Fair,No,666108
+895,4712,3,3,2,1991,Urban,Excellent,No,241239
+896,1074,3,1,1,1977,Downtown,Excellent,Yes,676517
+897,1036,2,4,2,1971,Rural,Good,No,527044
+898,2125,2,3,1,1908,Suburban,Poor,No,901740
+899,2622,5,4,1,2020,Downtown,Poor,Yes,396113
+900,885,4,2,2,2014,Urban,Excellent,No,64568
+901,3781,2,1,2,1934,Urban,Poor,No,583754
+902,974,1,2,2,2000,Urban,Fair,Yes,272129
+903,917,3,2,2,1920,Suburban,Excellent,Yes,631612
+904,4100,1,1,1,1957,Downtown,Excellent,Yes,938640
+905,1454,3,3,2,1917,Downtown,Excellent,Yes,196539
+906,1705,3,1,2,1996,Downtown,Good,Yes,650243
+907,4620,2,2,1,1971,Suburban,Poor,Yes,197748
+908,2490,2,2,3,2014,Suburban,Good,Yes,144791
+909,4072,1,3,3,2012,Rural,Fair,No,736874
+910,4880,3,1,1,1980,Urban,Poor,Yes,945150
+911,4658,1,2,3,1942,Urban,Good,No,596938
+912,3213,4,4,1,1994,Downtown,Excellent,No,400434
+913,2703,1,2,2,1997,Suburban,Good,Yes,127701
+914,3620,5,2,2,1905,Suburban,Excellent,No,847115
+915,1466,1,3,3,1985,Downtown,Good,No,279164
+916,3932,5,4,2,1977,Downtown,Good,No,503035
+917,1188,5,2,3,1966,Rural,Good,Yes,655266
+918,4743,5,2,3,1911,Urban,Excellent,No,579148
+919,4201,4,4,2,1999,Urban,Good,No,709089
+920,841,1,1,2,1911,Urban,Poor,Yes,605639
+921,2224,1,1,3,2008,Rural,Poor,No,555920
+922,4922,4,2,2,1965,Downtown,Poor,No,374888
+923,2292,3,2,1,1901,Downtown,Excellent,No,729706
+924,2259,2,1,2,1914,Urban,Excellent,No,956630
+925,3712,1,3,2,1922,Urban,Poor,No,910587
+926,1489,2,4,1,1928,Rural,Poor,Yes,171449
+927,2762,4,4,2,1980,Suburban,Poor,No,650988
+928,2982,3,3,2,1995,Suburban,Fair,Yes,809774
+929,1451,3,3,3,1906,Urban,Poor,No,843387
+930,1222,3,3,2,1993,Rural,Good,Yes,307571
+931,3889,4,3,2,1927,Urban,Fair,Yes,513506
+932,2579,5,3,1,1913,Suburban,Fair,Yes,487509
+933,3217,5,3,3,1943,Urban,Excellent,No,766696
+934,2832,2,4,3,1929,Suburban,Good,No,858094
+935,3876,5,3,3,1980,Suburban,Excellent,No,580696
+936,2000,5,1,2,1931,Suburban,Excellent,No,745763
+937,785,3,3,3,2009,Downtown,Good,No,313369
+938,3995,3,3,1,1969,Downtown,Excellent,Yes,979700
+939,2565,2,4,3,2014,Urban,Good,Yes,513002
+940,1268,1,4,1,1987,Suburban,Good,Yes,196444
+941,3557,2,3,3,1905,Downtown,Excellent,No,831608
+942,4789,2,4,3,1926,Urban,Poor,No,591567
+943,2661,4,2,1,1981,Urban,Excellent,Yes,160401
+944,3793,4,4,3,1987,Urban,Fair,No,276801
+945,1446,2,4,3,2000,Urban,Excellent,No,821668
+946,3835,2,4,3,2019,Urban,Good,Yes,553575
+947,4650,2,4,2,1923,Rural,Fair,Yes,928836
+948,1981,5,1,1,2001,Suburban,Good,No,219259
+949,2401,4,1,3,1933,Urban,Poor,No,297145
+950,3951,2,1,1,1939,Rural,Poor,Yes,360625
+951,4564,3,3,1,1946,Suburban,Fair,No,733835
+952,554,3,3,1,1978,Downtown,Poor,Yes,94552
+953,2323,5,2,3,1974,Urban,Poor,Yes,249041
+954,3962,5,1,3,1985,Rural,Excellent,Yes,257606
+955,3579,1,3,1,2017,Downtown,Excellent,No,804965
+956,1332,1,4,2,1923,Rural,Poor,Yes,836157
+957,4908,1,4,1,1964,Suburban,Poor,Yes,450074
+958,3306,5,1,2,1917,Suburban,Excellent,No,779846
+959,2990,5,2,1,1943,Downtown,Poor,Yes,124474
+960,827,5,2,1,1975,Rural,Poor,No,337312
+961,3810,3,4,1,1956,Urban,Good,No,606387
+962,3800,5,2,3,2006,Urban,Poor,No,252252
+963,4175,3,1,2,1927,Downtown,Fair,Yes,814742
+964,3554,1,4,2,2003,Downtown,Good,Yes,373599
+965,2643,1,3,1,2023,Downtown,Fair,No,628528
+966,1811,1,3,3,1970,Rural,Poor,No,386940
+967,3691,2,2,3,1922,Urban,Excellent,No,891024
+968,3038,2,4,2,1984,Urban,Good,Yes,835034
+969,4483,4,4,3,1933,Urban,Excellent,No,434325
+970,664,4,3,2,1910,Downtown,Good,No,302051
+971,4777,4,4,2,1985,Urban,Excellent,No,151611
+972,1322,2,4,2,2005,Suburban,Good,Yes,632334
+973,1443,2,4,3,1934,Downtown,Good,No,824756
+974,4925,4,2,2,2015,Urban,Fair,Yes,66488
+975,1274,4,4,2,1992,Rural,Excellent,Yes,239913
+976,2698,5,1,1,1941,Downtown,Fair,No,430665
+977,3656,4,2,2,1927,Suburban,Fair,No,967899
+978,4742,5,4,2,2022,Suburban,Excellent,No,758029
+979,4195,3,4,1,1981,Rural,Good,Yes,716205
+980,3952,2,1,1,1977,Rural,Fair,Yes,741419
+981,1414,4,2,3,1981,Downtown,Excellent,Yes,68394
+982,1808,2,3,2,1991,Downtown,Good,No,930425
+983,4677,2,3,3,1923,Suburban,Fair,Yes,226978
+984,1013,2,2,3,1907,Rural,Fair,No,109332
+985,2420,3,4,1,2005,Downtown,Fair,No,218377
+986,4094,1,4,3,2017,Suburban,Good,No,92628
+987,1909,4,3,2,2008,Rural,Fair,Yes,857784
+988,3690,1,3,1,1952,Suburban,Good,Yes,529898
+989,4991,1,3,2,1971,Urban,Poor,Yes,919403
+990,2055,1,1,2,1903,Rural,Fair,No,101993
+991,1304,2,3,1,1990,Downtown,Poor,Yes,220458
+992,1779,5,1,2,1999,Downtown,Excellent,Yes,939459
+993,4077,2,2,1,1904,Urban,Fair,No,500281
+994,3401,2,4,2,1996,Rural,Excellent,No,956644
+995,1887,1,3,1,1948,Suburban,Excellent,Yes,528720
+996,3261,2,4,3,1997,Downtown,Excellent,No,556357
+997,3179,1,4,2,1929,Urban,Poor,Yes,58539
+998,2606,5,3,1,1971,Urban,Good,No,182335
+999,4723,4,3,2,2002,Rural,Poor,No,456521
+1000,3268,1,2,2,1962,Rural,Poor,Yes,890249
+1001,4453,5,1,2,1946,Downtown,Excellent,No,991902
+1002,3686,4,1,1,1925,Urban,Fair,No,290310
+1003,3780,3,4,3,1956,Suburban,Good,No,256873
+1004,3073,1,3,3,1936,Urban,Excellent,Yes,361251
+1005,3099,1,2,3,1997,Suburban,Good,No,999656
+1006,4533,3,2,1,1906,Suburban,Poor,No,536476
+1007,736,3,2,3,1939,Downtown,Good,Yes,998128
+1008,1804,1,2,1,1991,Urban,Good,Yes,965672
+1009,3930,3,2,2,1938,Suburban,Fair,No,411799
+1010,1801,2,1,2,1961,Rural,Excellent,No,630420
+1011,3041,4,1,3,2002,Suburban,Good,No,962133
+1012,2551,4,1,1,1991,Rural,Good,Yes,155494
+1013,941,4,3,2,1977,Rural,Poor,No,889411
+1014,2576,2,4,1,1952,Urban,Poor,Yes,894445
+1015,3680,3,2,1,2013,Rural,Good,Yes,275997
+1016,3157,5,3,2,2001,Suburban,Excellent,No,638085
+1017,4298,3,2,1,1903,Rural,Good,No,101798
+1018,1304,1,1,2,2005,Urban,Good,Yes,722010
+1019,574,4,3,2,1981,Downtown,Fair,No,469230
+1020,2675,3,1,2,2007,Suburban,Excellent,No,650709
+1021,4424,5,2,1,2011,Suburban,Fair,Yes,319578
+1022,2589,1,2,2,1924,Urban,Excellent,No,866460
+1023,540,2,4,1,1906,Urban,Excellent,Yes,640846
+1024,2581,2,2,2,2001,Urban,Excellent,No,860763
+1025,2122,5,1,2,1927,Urban,Fair,Yes,117573
+1026,841,1,2,3,1968,Suburban,Fair,Yes,703761
+1027,4552,4,4,3,1966,Downtown,Fair,No,517508
+1028,2574,3,4,3,2007,Rural,Poor,Yes,227398
+1029,1145,1,1,1,1994,Rural,Fair,Yes,395123
+1030,4763,2,3,1,2010,Downtown,Poor,No,840555
+1031,1109,5,2,2,2005,Downtown,Poor,No,328747
+1032,954,5,4,2,2021,Downtown,Poor,No,378085
+1033,3453,3,2,2,1919,Urban,Good,Yes,92597
+1034,2208,5,2,2,1982,Suburban,Good,Yes,768598
+1035,3972,5,3,1,2011,Suburban,Good,Yes,920670
+1036,3469,1,4,2,2023,Suburban,Poor,No,485935
+1037,3528,4,2,2,1910,Urban,Poor,Yes,797146
+1038,3181,3,4,3,2003,Suburban,Excellent,Yes,353895
+1039,4129,1,1,2,1966,Urban,Poor,No,962894
+1040,4725,4,1,2,1986,Suburban,Good,Yes,136978
+1041,3567,1,2,2,1906,Downtown,Poor,No,329837
+1042,1886,1,4,1,1922,Rural,Poor,No,532757
+1043,4276,5,2,3,1960,Rural,Excellent,No,218769
+1044,3366,4,4,2,1970,Urban,Poor,Yes,406668
+1045,3863,3,4,2,2009,Suburban,Fair,Yes,410013
+1046,4624,3,3,3,1933,Rural,Excellent,Yes,735352
+1047,648,4,3,2,2005,Downtown,Poor,No,375969
+1048,4350,5,3,1,1918,Downtown,Poor,No,714882
+1049,2558,2,2,2,1957,Downtown,Excellent,No,442619
+1050,1636,1,3,1,1908,Urban,Poor,Yes,881838
+1051,686,5,3,1,1947,Urban,Good,Yes,288078
+1052,3354,4,1,2,2014,Suburban,Fair,Yes,290140
+1053,1750,1,4,3,1981,Downtown,Fair,Yes,717481
+1054,1833,3,4,1,1940,Suburban,Good,Yes,697659
+1055,4693,2,3,3,1947,Suburban,Poor,No,457435
+1056,4650,3,4,2,1944,Downtown,Poor,Yes,838049
+1057,3211,4,1,1,2005,Suburban,Fair,No,93016
+1058,2285,1,1,2,1924,Rural,Poor,No,493888
+1059,1250,4,3,3,2015,Urban,Fair,Yes,336420
+1060,2262,1,1,2,1977,Suburban,Fair,No,805247
+1061,4420,5,4,2,2007,Downtown,Good,Yes,384384
+1062,4960,2,2,1,1924,Urban,Fair,Yes,942724
+1063,981,5,4,2,1918,Urban,Poor,No,236807
+1064,653,5,2,2,1938,Suburban,Poor,Yes,592247
+1065,2024,4,3,2,2018,Rural,Excellent,Yes,602810
+1066,2620,2,2,1,1978,Suburban,Poor,No,499303
+1067,2843,1,1,3,1979,Rural,Excellent,No,453169
+1068,1740,1,4,3,1926,Urban,Fair,No,76567
+1069,560,3,2,2,2003,Suburban,Poor,No,503739
+1070,1438,1,4,1,1973,Downtown,Good,No,112708
+1071,2139,4,3,2,1962,Suburban,Good,No,176206
+1072,4620,5,3,3,1967,Rural,Good,Yes,596848
+1073,4726,5,1,1,2014,Rural,Fair,Yes,632678
+1074,4069,5,3,3,1918,Suburban,Fair,Yes,700060
+1075,1752,2,2,3,1927,Rural,Excellent,No,511365
+1076,4703,1,3,1,1984,Urban,Good,Yes,357248
+1077,671,4,1,1,2022,Suburban,Excellent,No,632093
+1078,1958,2,4,2,2010,Rural,Excellent,Yes,286109
+1079,4049,3,4,2,1977,Suburban,Poor,No,545951
+1080,4697,4,3,3,1932,Suburban,Poor,Yes,336640
+1081,2822,4,2,1,2011,Downtown,Good,No,788661
+1082,2136,4,1,1,1909,Suburban,Fair,No,141257
+1083,3615,5,2,2,1982,Downtown,Poor,No,53515
+1084,4590,4,1,3,1929,Rural,Fair,No,578742
+1085,3504,1,3,3,1921,Downtown,Excellent,Yes,287145
+1086,829,4,1,2,1902,Downtown,Excellent,Yes,72873
+1087,4140,5,1,1,2000,Downtown,Excellent,No,910352
+1088,4394,4,3,2,2004,Urban,Excellent,No,325871
+1089,4607,3,2,2,1981,Downtown,Good,No,702664
+1090,1841,3,3,2,1974,Suburban,Excellent,Yes,643358
+1091,4163,5,1,2,1947,Downtown,Poor,No,935491
+1092,715,1,3,1,1901,Suburban,Excellent,No,698852
+1093,838,1,1,2,1975,Downtown,Fair,Yes,278497
+1094,4562,2,3,1,1953,Urban,Poor,No,691501
+1095,3208,5,4,2,1905,Rural,Fair,No,755339
+1096,3652,4,4,3,2006,Downtown,Fair,Yes,599753
+1097,2250,5,3,1,2022,Downtown,Good,No,234972
+1098,2921,2,2,3,1939,Urban,Good,No,634087
+1099,1209,5,1,2,2007,Downtown,Fair,Yes,560237
+1100,4226,5,4,2,1992,Suburban,Fair,No,670417
+1101,4142,2,2,2,2022,Downtown,Excellent,Yes,464546
+1102,4493,1,1,1,1993,Downtown,Poor,No,713662
+1103,988,4,4,3,1901,Rural,Excellent,No,419432
+1104,546,2,4,1,1972,Rural,Good,No,293761
+1105,3859,3,3,1,2010,Downtown,Good,No,292821
+1106,900,1,1,2,1901,Urban,Excellent,No,62875
+1107,4490,3,2,3,1992,Rural,Poor,Yes,601507
+1108,3657,1,2,2,1996,Downtown,Fair,No,872614
+1109,4845,4,2,1,1973,Rural,Excellent,No,785901
+1110,890,4,1,2,1997,Downtown,Good,Yes,485485
+1111,4353,5,2,3,2007,Rural,Poor,Yes,391925
+1112,4930,3,2,2,1954,Rural,Good,No,56457
+1113,1128,1,2,3,1971,Suburban,Poor,Yes,974253
+1114,4732,4,3,3,2000,Downtown,Poor,No,83064
+1115,3430,2,3,2,2017,Downtown,Poor,Yes,977325
+1116,2021,4,1,1,1959,Downtown,Excellent,Yes,689544
+1117,1326,2,1,2,1996,Downtown,Excellent,No,934729
+1118,2000,1,2,1,2010,Rural,Excellent,Yes,808947
+1119,3794,4,3,1,1905,Suburban,Poor,No,259727
+1120,2919,4,4,2,2007,Suburban,Poor,Yes,975168
+1121,1434,1,4,1,2003,Urban,Good,Yes,210353
+1122,3542,4,2,1,2008,Downtown,Fair,Yes,832351
+1123,4997,2,2,2,1918,Urban,Excellent,No,286887
+1124,1966,4,3,2,1995,Rural,Poor,No,475037
+1125,4061,3,3,2,1926,Urban,Good,Yes,809129
+1126,1114,5,3,1,1900,Downtown,Good,No,992151
+1127,1682,2,1,3,2006,Suburban,Good,No,644206
+1128,3723,3,1,1,2015,Suburban,Excellent,No,263057
+1129,3167,1,2,3,1932,Downtown,Excellent,Yes,526015
+1130,630,2,1,2,1939,Rural,Fair,No,926611
+1131,3483,5,3,3,1931,Downtown,Good,Yes,387088
+1132,4778,5,3,2,1968,Rural,Excellent,Yes,139142
+1133,4959,1,1,2,1916,Suburban,Good,Yes,77603
+1134,538,1,4,3,1907,Rural,Poor,Yes,882890
+1135,4459,2,2,2,1956,Downtown,Good,Yes,120605
+1136,4087,4,4,3,1941,Downtown,Fair,No,331767
+1137,1420,1,2,2,1997,Downtown,Excellent,No,618728
+1138,3269,4,4,1,1908,Rural,Poor,Yes,918859
+1139,4611,3,1,1,2019,Rural,Excellent,No,975208
+1140,992,5,2,2,1986,Rural,Poor,No,405970
+1141,1631,4,2,2,1934,Suburban,Good,No,339604
+1142,4021,5,2,3,2013,Urban,Good,No,264117
+1143,810,4,3,1,1970,Urban,Fair,No,788165
+1144,1238,3,3,3,1978,Downtown,Fair,No,516727
+1145,3741,1,4,2,1952,Suburban,Poor,No,160373
+1146,1045,3,1,2,1953,Rural,Fair,Yes,974069
+1147,2961,1,3,3,1983,Downtown,Fair,Yes,317014
+1148,4846,1,2,2,2013,Suburban,Fair,Yes,68909
+1149,2304,5,3,1,1924,Downtown,Fair,No,321261
+1150,3712,3,1,3,1966,Suburban,Good,No,299975
+1151,4310,4,3,1,2023,Suburban,Fair,Yes,903906
+1152,1313,3,2,1,1961,Urban,Good,No,668214
+1153,4624,5,4,1,1954,Downtown,Good,No,487538
+1154,2532,1,2,3,1945,Rural,Excellent,Yes,177463
+1155,4913,5,1,2,1923,Urban,Good,Yes,151536
+1156,744,2,4,1,1997,Urban,Good,Yes,856560
+1157,771,2,3,1,1945,Rural,Fair,No,301981
+1158,4011,4,3,1,1921,Suburban,Good,No,540533
+1159,2271,5,3,2,1910,Rural,Poor,No,381145
+1160,1762,4,4,2,1947,Downtown,Fair,Yes,836872
+1161,2924,4,2,3,1907,Rural,Fair,Yes,230685
+1162,4861,2,4,2,1938,Suburban,Fair,No,697779
+1163,1420,4,4,3,2006,Rural,Excellent,Yes,979167
+1164,3930,2,1,3,1934,Suburban,Fair,Yes,547275
+1165,4935,1,4,3,1948,Suburban,Good,No,200619
+1166,4984,5,3,3,1945,Downtown,Poor,Yes,655950
+1167,3124,4,2,3,1937,Rural,Fair,Yes,810416
+1168,4260,2,2,1,1907,Rural,Fair,Yes,50005
+1169,2550,3,2,2,1953,Downtown,Poor,No,284152
+1170,4000,4,3,1,1936,Suburban,Fair,No,319182
+1171,1665,1,3,3,1990,Rural,Excellent,Yes,842846
+1172,875,1,3,2,1991,Downtown,Good,No,530875
+1173,2533,3,3,1,1939,Suburban,Poor,No,905938
+1174,645,2,3,1,1933,Downtown,Poor,No,913018
+1175,4888,4,4,3,1995,Rural,Excellent,Yes,445822
+1176,931,2,3,1,1978,Downtown,Good,No,852914
+1177,1204,1,3,1,2007,Urban,Excellent,Yes,804189
+1178,3132,2,3,1,1916,Suburban,Good,Yes,252945
+1179,4994,1,3,1,1932,Urban,Excellent,No,608236
+1180,1463,2,2,1,1946,Urban,Fair,Yes,402131
+1181,2734,3,3,3,2009,Suburban,Excellent,No,272873
+1182,2541,5,4,3,1951,Suburban,Poor,No,272322
+1183,2328,3,4,1,2017,Downtown,Poor,Yes,70875
+1184,2608,3,4,3,1979,Suburban,Poor,Yes,325201
+1185,4568,5,1,3,1992,Urban,Excellent,No,82400
+1186,1438,5,2,2,1908,Urban,Poor,No,514674
+1187,1306,4,3,1,1932,Rural,Poor,No,118607
+1188,1963,4,1,3,1959,Suburban,Fair,No,923993
+1189,3915,3,3,3,2012,Urban,Fair,Yes,339647
+1190,510,3,1,1,1992,Rural,Good,Yes,466981
+1191,2368,1,1,2,1976,Rural,Good,Yes,151096
+1192,1384,1,4,1,1920,Downtown,Good,No,620900
+1193,4064,4,4,2,1957,Urban,Excellent,Yes,934750
+1194,1889,4,1,1,1984,Downtown,Good,Yes,311538
+1195,3901,1,4,1,1968,Urban,Excellent,Yes,134335
+1196,4821,1,1,1,1909,Downtown,Excellent,Yes,413133
+1197,1324,2,2,1,1905,Downtown,Good,No,667300
+1198,2765,2,4,2,2019,Suburban,Good,Yes,131748
+1199,1436,1,4,2,2014,Downtown,Excellent,Yes,976932
+1200,3300,2,4,3,2020,Suburban,Fair,Yes,736779
+1201,3053,5,2,1,1912,Rural,Poor,Yes,115195
+1202,4345,4,1,2,1964,Urban,Poor,No,779055
+1203,2296,4,3,2,1919,Rural,Poor,No,664134
+1204,553,1,4,2,1956,Urban,Fair,Yes,676692
+1205,1226,3,1,1,2010,Rural,Excellent,No,351286
+1206,3236,1,2,3,1945,Urban,Good,No,835608
+1207,3670,2,3,2,1907,Downtown,Excellent,No,121540
+1208,2413,3,4,1,1909,Urban,Excellent,No,743649
+1209,2096,2,2,2,1972,Urban,Good,Yes,389092
+1210,2414,5,2,2,2012,Rural,Fair,No,895383
+1211,2966,2,3,3,2004,Rural,Poor,No,61755
+1212,3237,5,1,2,1966,Rural,Poor,Yes,827203
+1213,1349,5,4,2,1910,Suburban,Excellent,Yes,430129
+1214,2609,2,4,1,1911,Suburban,Fair,Yes,658841
+1215,502,2,1,1,1909,Urban,Poor,Yes,184962
+1216,4755,5,1,3,1924,Urban,Fair,No,930808
+1217,4569,3,1,1,1948,Downtown,Good,Yes,306760
+1218,1392,5,3,1,1948,Downtown,Excellent,No,67175
+1219,2530,4,3,3,1988,Urban,Excellent,No,902119
+1220,3660,5,4,2,1910,Suburban,Fair,Yes,921415
+1221,2876,3,3,3,1961,Urban,Poor,Yes,531503
+1222,2433,4,2,1,2017,Downtown,Fair,No,800071
+1223,1880,1,4,3,1935,Suburban,Good,No,729648
+1224,4181,1,3,2,1938,Suburban,Poor,Yes,96629
+1225,1790,3,1,3,1952,Downtown,Poor,Yes,691067
+1226,2140,5,2,1,1989,Urban,Fair,Yes,228872
+1227,3182,2,1,1,1977,Rural,Good,No,742727
+1228,1487,3,4,3,2002,Urban,Poor,No,520970
+1229,1718,4,1,2,1955,Urban,Excellent,Yes,380657
+1230,1855,4,3,3,2003,Downtown,Good,No,657050
+1231,4765,1,3,2,1900,Suburban,Poor,Yes,210094
+1232,4635,4,4,2,1955,Downtown,Fair,No,774689
+1233,2060,3,1,3,2017,Urban,Poor,No,969163
+1234,1918,4,4,2,1903,Rural,Excellent,Yes,107941
+1235,1454,3,1,1,1929,Rural,Good,Yes,355617
+1236,1483,2,2,3,1911,Rural,Poor,Yes,760958
+1237,1474,1,3,2,2019,Downtown,Excellent,No,66040
+1238,4633,4,4,1,1934,Suburban,Poor,No,119806
+1239,4472,3,2,3,1976,Downtown,Poor,Yes,718646
+1240,1413,5,2,1,1951,Rural,Good,No,250211
+1241,536,1,4,1,1930,Urban,Fair,Yes,686364
+1242,3887,2,4,1,2001,Suburban,Fair,No,105916
+1243,2211,3,2,2,2006,Downtown,Excellent,Yes,722960
+1244,3520,2,1,3,1986,Downtown,Excellent,No,445507
+1245,1295,2,2,3,1967,Suburban,Excellent,No,456339
+1246,4536,4,4,2,1951,Suburban,Good,No,840243
+1247,3611,4,2,3,1979,Urban,Fair,No,605564
+1248,1824,3,1,1,1906,Suburban,Excellent,Yes,235217
+1249,817,5,3,3,1921,Urban,Excellent,No,917481
+1250,2896,3,3,2,1992,Rural,Poor,Yes,251750
+1251,2662,5,2,1,1974,Rural,Poor,Yes,269854
+1252,3245,2,1,2,1955,Downtown,Excellent,Yes,796403
+1253,2091,1,3,1,1996,Rural,Poor,Yes,994218
+1254,3611,3,2,1,1957,Rural,Poor,No,761045
+1255,4430,3,2,3,1992,Urban,Poor,Yes,717554
+1256,2496,5,1,1,1963,Downtown,Good,No,385206
+1257,1812,2,4,2,2022,Suburban,Excellent,No,200434
+1258,1785,2,2,3,2002,Downtown,Excellent,No,890931
+1259,4811,5,4,2,1911,Rural,Poor,No,620569
+1260,2883,2,4,1,1906,Suburban,Good,Yes,881284
+1261,3739,4,3,2,2022,Downtown,Poor,No,836408
+1262,2639,1,4,2,1954,Downtown,Good,Yes,827981
+1263,2204,3,1,1,2002,Downtown,Excellent,No,554869
+1264,862,1,3,3,2005,Downtown,Poor,No,753196
+1265,3104,3,3,2,1961,Urban,Excellent,Yes,578883
+1266,2216,4,3,1,2011,Downtown,Good,No,670218
+1267,4951,2,2,3,1989,Rural,Fair,No,196474
+1268,4786,5,2,3,2003,Rural,Good,No,311745
+1269,4238,4,4,3,1972,Urban,Fair,No,770643
+1270,2969,1,3,2,2004,Suburban,Excellent,No,404820
+1271,1056,5,3,2,1997,Suburban,Excellent,Yes,748083
+1272,1325,2,1,2,2008,Rural,Poor,No,232394
+1273,3308,4,4,3,1976,Rural,Fair,No,752124
+1274,3219,5,1,2,1954,Urban,Good,Yes,468127
+1275,4008,4,4,1,2018,Suburban,Excellent,No,796648
+1276,4241,4,4,2,1935,Suburban,Fair,Yes,855837
+1277,2074,2,2,2,1988,Downtown,Good,No,108122
+1278,4498,3,2,3,1923,Downtown,Fair,No,804849
+1279,2629,5,1,2,1943,Downtown,Good,Yes,282661
+1280,2903,2,4,1,1916,Urban,Good,No,703197
+1281,3829,4,3,3,1901,Rural,Good,No,315591
+1282,1088,2,2,1,1912,Urban,Good,Yes,234215
+1283,2512,3,3,3,1930,Suburban,Fair,Yes,60662
+1284,2047,5,1,3,1992,Rural,Fair,No,506217
+1285,794,3,2,2,2013,Downtown,Poor,Yes,632570
+1286,2485,1,2,1,1927,Urban,Fair,No,448115
+1287,3617,5,4,3,1959,Urban,Fair,Yes,865014
+1288,2190,3,1,2,1926,Downtown,Poor,No,641759
+1289,1636,4,4,3,1914,Urban,Fair,Yes,697801
+1290,2564,5,2,3,1994,Downtown,Good,Yes,223285
+1291,4955,5,1,3,2003,Suburban,Excellent,Yes,681866
+1292,1507,2,2,3,1978,Rural,Excellent,Yes,912303
+1293,3014,4,1,3,1932,Suburban,Poor,Yes,657493
+1294,4026,1,2,3,1919,Suburban,Fair,Yes,910513
+1295,1747,3,3,2,1941,Downtown,Fair,Yes,942215
+1296,4402,2,3,3,1911,Urban,Poor,Yes,284631
+1297,1935,3,4,1,2000,Suburban,Excellent,Yes,133805
+1298,1071,1,3,2,1972,Suburban,Good,No,174698
+1299,2882,1,2,1,1922,Suburban,Fair,Yes,218902
+1300,1745,5,2,3,1971,Urban,Poor,No,974570
+1301,2584,1,3,1,1995,Urban,Good,Yes,60712
+1302,777,3,4,3,2011,Downtown,Poor,No,393671
+1303,2387,4,3,3,1913,Suburban,Poor,No,965885
+1304,1765,4,1,2,1990,Rural,Poor,Yes,701176
+1305,1540,5,1,2,1924,Urban,Excellent,Yes,806686
+1306,1417,3,1,3,1976,Downtown,Excellent,No,568680
+1307,1385,3,3,2,2018,Suburban,Poor,No,246437
+1308,3252,1,3,1,1984,Rural,Fair,Yes,661473
+1309,521,3,3,2,2008,Urban,Good,Yes,411995
+1310,3691,2,1,2,1930,Rural,Fair,Yes,474022
+1311,2853,1,4,1,2000,Urban,Excellent,No,586498
+1312,1186,2,2,2,2011,Downtown,Good,Yes,86972
+1313,784,5,3,3,2021,Rural,Poor,Yes,811254
+1314,4247,4,4,1,2006,Suburban,Fair,Yes,346280
+1315,1262,5,2,3,1953,Suburban,Fair,Yes,487513
+1316,2928,4,2,1,1904,Urban,Poor,Yes,952877
+1317,3007,5,2,3,1912,Suburban,Fair,No,852377
+1318,528,3,4,3,1927,Rural,Excellent,No,800561
+1319,1406,2,4,2,1942,Downtown,Poor,Yes,391324
+1320,3604,4,1,3,1988,Urban,Fair,Yes,382597
+1321,4499,1,4,2,2014,Rural,Poor,No,921836
+1322,3494,2,4,1,1998,Urban,Good,Yes,980728
+1323,3006,1,4,3,1946,Downtown,Poor,No,53052
+1324,4109,2,2,3,2002,Urban,Fair,Yes,339416
+1325,4053,2,3,1,1970,Suburban,Excellent,No,353294
+1326,1953,5,1,1,1937,Suburban,Poor,No,801564
+1327,3856,4,3,3,1995,Urban,Poor,Yes,198388
+1328,1015,4,3,1,1966,Downtown,Fair,No,496605
+1329,538,2,4,2,1961,Downtown,Excellent,Yes,712600
+1330,3842,3,1,1,2008,Suburban,Excellent,No,933527
+1331,1386,3,3,1,1938,Downtown,Good,Yes,380918
+1332,3344,1,3,3,1936,Urban,Good,Yes,879607
+1333,2704,1,1,2,2018,Rural,Fair,Yes,443781
+1334,1598,5,4,1,2013,Urban,Excellent,No,66375
+1335,2323,2,3,2,1985,Suburban,Excellent,Yes,599998
+1336,3701,1,2,2,1907,Suburban,Good,Yes,755255
+1337,3655,1,3,2,1980,Suburban,Good,Yes,828912
+1338,3593,2,2,3,1951,Downtown,Fair,No,720534
+1339,4030,5,4,1,1990,Urban,Excellent,Yes,419170
+1340,4278,1,3,3,1932,Rural,Poor,No,530545
+1341,3396,5,1,1,2009,Urban,Good,No,77597
+1342,3953,4,1,1,1980,Rural,Fair,No,386433
+1343,4011,5,3,3,1941,Urban,Excellent,Yes,481613
+1344,1488,3,4,2,1975,Suburban,Excellent,Yes,135687
+1345,4616,3,4,2,2011,Rural,Good,No,168968
+1346,4526,5,1,1,2009,Urban,Fair,Yes,614562
+1347,4679,3,3,3,1926,Downtown,Poor,Yes,517453
+1348,2182,4,4,2,2011,Downtown,Good,No,253570
+1349,4463,2,1,2,1907,Urban,Fair,No,481413
+1350,1433,3,2,1,1922,Suburban,Excellent,Yes,622922
+1351,4098,3,3,1,2023,Rural,Poor,No,866473
+1352,3733,5,2,3,2005,Urban,Fair,Yes,974752
+1353,2480,4,2,1,2012,Downtown,Poor,No,397509
+1354,2355,2,4,2,1963,Rural,Fair,Yes,969707
+1355,3556,5,4,2,2022,Downtown,Fair,Yes,888418
+1356,1292,5,4,2,1992,Downtown,Fair,No,861802
+1357,1291,4,3,2,2013,Urban,Fair,Yes,347391
+1358,2309,2,2,3,1919,Downtown,Poor,Yes,960835
+1359,2755,4,3,3,1915,Rural,Good,No,431688
+1360,4110,2,4,1,1916,Suburban,Poor,Yes,256994
+1361,2107,4,2,1,1979,Urban,Fair,Yes,830768
+1362,1484,5,3,1,1918,Rural,Poor,Yes,443650
+1363,4176,5,3,3,2019,Urban,Poor,No,637270
+1364,3880,1,1,2,2019,Downtown,Poor,No,901612
+1365,1019,3,3,1,1907,Downtown,Fair,No,682822
+1366,1090,4,4,2,1937,Rural,Poor,No,739834
+1367,1550,1,3,1,1937,Rural,Excellent,No,336788
+1368,4133,3,2,1,1952,Suburban,Fair,Yes,612781
+1369,4944,4,3,1,1992,Rural,Poor,Yes,395968
+1370,1459,2,1,1,2004,Rural,Excellent,Yes,564922
+1371,1192,3,2,1,1999,Urban,Poor,No,971463
+1372,4399,5,2,2,1989,Downtown,Good,Yes,883721
+1373,4973,1,1,1,1930,Rural,Poor,No,978647
+1374,3446,3,4,2,1943,Suburban,Poor,Yes,482809
+1375,1026,3,2,3,1959,Rural,Good,No,482331
+1376,3724,5,4,1,1975,Downtown,Fair,Yes,816505
+1377,2753,4,2,2,2018,Rural,Good,Yes,727900
+1378,3844,2,2,3,1916,Urban,Fair,No,347625
+1379,4465,5,4,3,1978,Downtown,Good,Yes,276577
+1380,2375,2,2,3,1972,Rural,Poor,Yes,651385
+1381,2263,4,4,2,1938,Urban,Poor,No,859010
+1382,1020,3,1,1,1941,Downtown,Fair,Yes,980291
+1383,1516,2,4,1,1947,Rural,Fair,Yes,384192
+1384,616,1,1,2,1911,Urban,Excellent,No,564771
+1385,2933,1,2,1,1995,Suburban,Excellent,No,233951
+1386,1083,5,4,2,1988,Urban,Poor,No,191668
+1387,894,4,2,1,2002,Suburban,Poor,No,503885
+1388,4288,5,4,3,1917,Rural,Excellent,No,463146
+1389,3268,5,1,1,1978,Urban,Excellent,Yes,229022
+1390,4667,5,1,2,1995,Suburban,Fair,No,932169
+1391,4360,1,4,2,1905,Downtown,Good,No,330831
+1392,773,1,1,3,2021,Urban,Fair,Yes,496049
+1393,2513,5,2,2,2007,Rural,Excellent,Yes,172540
+1394,4933,1,2,1,1942,Downtown,Poor,Yes,741349
+1395,1889,4,3,1,2015,Suburban,Excellent,Yes,866615
+1396,4066,5,1,3,1934,Urban,Poor,Yes,332902
+1397,665,1,2,2,1997,Urban,Poor,No,706442
+1398,2067,2,4,3,2001,Rural,Poor,Yes,812301
+1399,1228,5,1,1,2019,Downtown,Poor,No,670656
+1400,2543,5,2,3,1953,Urban,Good,Yes,620179
+1401,4697,4,1,2,2020,Urban,Excellent,No,96901
+1402,3996,3,4,3,1961,Downtown,Fair,Yes,526728
+1403,1278,3,2,2,1968,Urban,Poor,No,416056
+1404,713,4,3,2,1981,Downtown,Poor,No,645350
+1405,4262,4,3,1,1915,Downtown,Fair,No,539838
+1406,2076,4,1,1,1907,Downtown,Fair,No,726923
+1407,2948,3,4,1,1988,Rural,Poor,No,908440
+1408,3436,4,2,2,1995,Downtown,Fair,No,445991
+1409,3617,1,4,3,1989,Downtown,Fair,No,983332
+1410,1091,5,2,2,2015,Suburban,Good,No,553528
+1411,3220,5,1,1,1985,Suburban,Fair,No,569149
+1412,1213,2,2,1,1930,Rural,Excellent,No,854406
+1413,1435,2,4,3,2006,Downtown,Excellent,Yes,727748
+1414,4837,5,4,1,1909,Suburban,Excellent,No,654879
+1415,501,1,1,1,1955,Suburban,Poor,No,302990
+1416,3348,3,4,1,2020,Urban,Excellent,Yes,330759
+1417,4544,3,2,3,1975,Downtown,Good,No,72838
+1418,2449,1,1,2,2016,Suburban,Excellent,No,352872
+1419,1417,3,2,1,1991,Rural,Poor,Yes,690537
+1420,3674,4,4,3,1969,Urban,Good,Yes,652288
+1421,2741,5,1,1,2022,Urban,Excellent,No,364942
+1422,589,5,2,3,1919,Downtown,Good,Yes,515992
+1423,2209,1,4,1,1904,Downtown,Good,No,987126
+1424,2669,3,4,3,1922,Urban,Poor,No,194608
+1425,4738,2,3,1,1908,Rural,Poor,No,186772
+1426,3541,2,4,2,1957,Downtown,Good,Yes,744199
+1427,605,3,2,1,1958,Downtown,Excellent,No,846680
+1428,1386,2,1,3,1992,Urban,Poor,No,95291
+1429,927,1,3,1,1979,Urban,Good,Yes,919061
+1430,2395,1,4,2,1953,Downtown,Fair,No,265963
+1431,816,3,4,1,1945,Suburban,Fair,No,175612
+1432,1134,2,4,3,1921,Downtown,Poor,No,591465
+1433,2425,1,2,3,1963,Suburban,Excellent,No,462699
+1434,2556,1,3,2,1907,Urban,Fair,No,93815
+1435,3644,4,2,3,2022,Suburban,Fair,No,874965
+1436,2770,4,3,1,1919,Rural,Fair,Yes,836458
+1437,1939,1,1,1,1950,Urban,Excellent,No,154997
+1438,1052,3,2,1,1977,Downtown,Excellent,No,110611
+1439,1215,5,2,3,1938,Downtown,Poor,Yes,661530
+1440,4411,5,1,1,1936,Urban,Poor,No,467876
+1441,2213,1,3,1,1949,Urban,Fair,No,760463
+1442,3889,1,4,1,1933,Rural,Excellent,Yes,417057
+1443,1607,1,1,2,1974,Urban,Good,Yes,92082
+1444,4706,3,4,3,2017,Downtown,Fair,Yes,197330
+1445,750,4,4,3,2003,Rural,Poor,Yes,677901
+1446,2930,1,1,3,1932,Downtown,Excellent,Yes,934747
+1447,2554,1,3,2,1930,Suburban,Poor,Yes,926122
+1448,958,2,4,3,2022,Urban,Poor,Yes,145220
+1449,707,3,1,2,1953,Suburban,Excellent,No,589677
+1450,1399,1,2,2,1943,Downtown,Fair,No,141860
+1451,3961,2,2,3,1933,Suburban,Excellent,No,733045
+1452,3885,5,2,1,2013,Suburban,Fair,Yes,502436
+1453,521,1,1,1,1970,Downtown,Poor,No,994699
+1454,909,1,2,3,2021,Downtown,Excellent,Yes,71797
+1455,1394,2,4,3,2012,Urban,Good,No,948407
+1456,1014,3,2,2,2017,Suburban,Fair,No,933601
+1457,4609,1,2,3,1961,Rural,Good,No,820227
+1458,2634,5,4,2,1922,Rural,Fair,No,640620
+1459,4095,1,2,3,1945,Downtown,Excellent,Yes,810943
+1460,3456,5,4,1,1955,Downtown,Good,Yes,274997
+1461,2060,4,2,1,1906,Suburban,Excellent,No,506123
+1462,1766,4,4,3,2017,Downtown,Fair,Yes,450404
+1463,2669,5,2,2,1988,Rural,Fair,Yes,335840
+1464,4138,3,4,1,1960,Urban,Fair,No,52024
+1465,1249,1,1,2,1902,Urban,Fair,Yes,479201
+1466,3927,1,4,3,2022,Suburban,Poor,Yes,711944
+1467,2427,4,2,3,1937,Urban,Fair,Yes,403142
+1468,4304,5,2,1,1983,Downtown,Good,Yes,208116
+1469,4202,1,3,3,1933,Downtown,Fair,No,831627
+1470,2856,1,4,1,2012,Downtown,Excellent,No,317429
+1471,2835,3,1,2,1943,Downtown,Poor,Yes,506331
+1472,806,2,4,1,2007,Suburban,Good,No,843802
+1473,4165,4,4,1,1929,Urban,Poor,No,67903
+1474,2489,4,1,2,1916,Rural,Poor,No,737859
+1475,1161,2,4,1,1958,Urban,Poor,Yes,934336
+1476,811,1,1,1,1909,Downtown,Excellent,Yes,859427
+1477,3420,3,1,3,1998,Rural,Poor,No,417304
+1478,1582,3,4,2,1983,Suburban,Poor,No,478416
+1479,3471,4,4,1,1917,Downtown,Fair,Yes,662665
+1480,1254,3,2,2,1944,Downtown,Excellent,No,251474
+1481,4630,2,2,2,2007,Rural,Good,Yes,456782
+1482,852,1,3,1,1990,Suburban,Good,No,874254
+1483,1402,2,3,3,1958,Rural,Good,Yes,419556
+1484,4388,5,4,2,1961,Suburban,Excellent,Yes,887654
+1485,658,4,1,1,1958,Downtown,Good,Yes,930520
+1486,2477,3,3,2,1948,Urban,Excellent,Yes,543301
+1487,1456,5,4,3,1999,Downtown,Fair,No,402594
+1488,2571,3,3,3,1962,Urban,Fair,Yes,493884
+1489,903,1,1,3,1986,Urban,Excellent,No,683654
+1490,3279,1,4,1,1931,Suburban,Good,Yes,422222
+1491,1887,1,1,1,1909,Rural,Excellent,Yes,638141
+1492,3953,3,4,3,1910,Suburban,Excellent,No,235715
+1493,1455,5,3,1,2001,Downtown,Poor,No,960226
+1494,2212,1,2,3,1969,Rural,Excellent,No,203405
+1495,1773,5,3,1,2022,Urban,Poor,Yes,459174
+1496,4311,3,3,3,2004,Urban,Fair,Yes,626730
+1497,3125,5,2,2,1961,Downtown,Poor,No,464170
+1498,2882,3,2,3,1946,Rural,Excellent,Yes,280755
+1499,1941,3,4,3,1933,Downtown,Fair,No,583963
+1500,3479,4,4,1,1999,Downtown,Poor,Yes,139590
+1501,2297,3,1,1,2000,Suburban,Excellent,Yes,420714
+1502,4890,3,1,1,1916,Downtown,Fair,Yes,343805
+1503,4509,2,3,1,2003,Rural,Poor,No,638577
+1504,1894,1,2,1,2003,Downtown,Excellent,Yes,67184
+1505,4781,4,1,1,1953,Rural,Excellent,No,884395
+1506,1769,4,3,2,1975,Urban,Good,No,731182
+1507,4214,4,2,3,1984,Downtown,Good,Yes,505519
+1508,1029,2,4,3,1939,Rural,Poor,No,257537
+1509,4123,3,3,3,1918,Urban,Poor,No,841699
+1510,3458,1,4,2,1966,Rural,Poor,Yes,233719
+1511,3414,5,1,3,1981,Urban,Excellent,No,899246
+1512,4091,3,1,2,1952,Suburban,Poor,No,872457
+1513,2647,2,2,2,2014,Downtown,Excellent,Yes,171246
+1514,3869,3,3,2,1963,Downtown,Poor,Yes,389749
+1515,1439,3,4,3,1982,Urban,Excellent,Yes,706341
+1516,1025,2,2,2,1946,Suburban,Excellent,No,879868
+1517,501,4,1,3,1905,Rural,Good,No,723832
+1518,874,4,1,3,1915,Suburban,Fair,Yes,200408
+1519,2840,1,3,1,1971,Rural,Excellent,No,730947
+1520,4505,1,4,1,2011,Rural,Poor,Yes,913624
+1521,3552,4,3,2,1917,Downtown,Good,Yes,287439
+1522,2865,5,4,2,1951,Urban,Poor,Yes,957023
+1523,2025,3,4,3,1947,Downtown,Poor,No,396655
+1524,4976,5,3,2,1942,Downtown,Excellent,No,583953
+1525,2146,3,2,2,1938,Downtown,Excellent,Yes,732457
+1526,513,4,3,3,1948,Rural,Fair,Yes,927709
+1527,2778,1,3,2,2012,Downtown,Excellent,No,626762
+1528,3655,1,1,2,1911,Rural,Excellent,Yes,777333
+1529,629,5,1,3,2008,Urban,Fair,No,468401
+1530,4314,1,3,3,1909,Rural,Poor,Yes,125911
+1531,3716,4,3,1,1970,Rural,Fair,Yes,142643
+1532,3438,5,1,3,2009,Suburban,Fair,No,866916
+1533,4428,3,4,1,1954,Downtown,Fair,No,309383
+1534,2540,1,3,2,1900,Downtown,Good,No,413309
+1535,527,2,2,3,1948,Downtown,Poor,No,226682
+1536,2613,1,2,3,1935,Downtown,Good,No,756167
+1537,1752,3,2,3,1920,Suburban,Good,Yes,862267
+1538,4856,5,3,2,1936,Suburban,Excellent,Yes,800639
+1539,2546,3,4,1,2015,Suburban,Fair,No,146453
+1540,4523,2,4,2,1923,Suburban,Fair,No,628078
+1541,4896,4,1,2,1954,Downtown,Good,Yes,782320
+1542,3874,1,3,3,1924,Rural,Excellent,Yes,846075
+1543,3966,5,4,1,1906,Urban,Excellent,No,387990
+1544,3581,4,3,2,2005,Suburban,Excellent,No,462167
+1545,4278,3,1,3,1980,Rural,Poor,Yes,535320
+1546,1129,5,1,2,1992,Suburban,Good,No,458449
+1547,769,4,1,2,1993,Downtown,Poor,Yes,587488
+1548,3139,5,2,3,1970,Downtown,Excellent,Yes,626563
+1549,2493,2,3,3,1996,Rural,Excellent,No,519284
+1550,3391,2,1,1,1970,Rural,Excellent,Yes,925433
+1551,3932,1,3,2,2021,Rural,Fair,Yes,726651
+1552,1780,1,2,3,1923,Downtown,Good,Yes,354592
+1553,2860,2,2,3,1910,Downtown,Fair,No,998084
+1554,1075,5,1,1,1972,Urban,Poor,Yes,665973
+1555,1807,2,1,1,1911,Rural,Fair,No,464562
+1556,3692,1,4,3,1934,Urban,Good,Yes,847051
+1557,3678,2,3,1,1962,Suburban,Fair,Yes,679742
+1558,3234,2,1,3,1967,Urban,Excellent,Yes,576054
+1559,2712,5,4,2,1999,Suburban,Poor,Yes,839981
+1560,2852,4,3,1,1991,Suburban,Poor,Yes,724053
+1561,4068,1,1,2,1956,Urban,Excellent,No,505235
+1562,2155,5,4,2,1912,Rural,Excellent,No,540674
+1563,2079,2,4,2,1922,Suburban,Excellent,Yes,830644
+1564,2703,2,3,3,1982,Rural,Good,No,944370
+1565,1890,4,4,2,2005,Downtown,Fair,No,964105
+1566,2242,1,3,2,2000,Suburban,Poor,Yes,543496
+1567,2425,1,3,2,1938,Downtown,Fair,No,884760
+1568,1119,3,3,3,1987,Urban,Excellent,No,520917
+1569,1774,1,2,2,1979,Rural,Excellent,No,270172
+1570,1456,4,4,2,1996,Urban,Fair,No,75301
+1571,2439,3,3,1,1911,Suburban,Poor,Yes,619051
+1572,4453,3,1,3,1933,Downtown,Good,No,201837
+1573,2881,2,2,2,1970,Suburban,Fair,Yes,881219
+1574,1468,2,2,1,1974,Urban,Excellent,Yes,957107
+1575,1816,1,4,3,1930,Rural,Excellent,No,57425
+1576,1543,3,3,3,1992,Rural,Good,Yes,325001
+1577,781,2,4,3,1961,Suburban,Fair,No,233843
+1578,3344,4,2,3,1912,Suburban,Good,Yes,405143
+1579,1558,2,3,3,1930,Downtown,Good,No,465660
+1580,4793,2,1,3,1901,Urban,Poor,No,833849
+1581,3032,3,3,2,2002,Suburban,Poor,Yes,615745
+1582,4328,3,2,2,1914,Downtown,Excellent,No,545496
+1583,1508,5,1,2,1956,Suburban,Fair,No,785101
+1584,1729,4,3,2,1974,Rural,Poor,No,443920
+1585,1535,3,1,1,1933,Downtown,Excellent,No,579740
+1586,775,1,1,2,2002,Downtown,Fair,Yes,161153
+1587,3240,4,2,3,1967,Suburban,Excellent,Yes,875294
+1588,2789,4,1,2,1974,Urban,Poor,Yes,242543
+1589,1739,3,4,2,1928,Rural,Excellent,No,529274
+1590,625,4,2,3,1965,Urban,Fair,Yes,330444
+1591,4565,3,4,2,1915,Downtown,Fair,No,977070
+1592,4812,2,1,2,1938,Urban,Excellent,No,450717
+1593,4368,5,4,2,1976,Downtown,Fair,No,51845
+1594,1708,2,3,1,1936,Urban,Excellent,Yes,169342
+1595,3749,3,1,2,1980,Suburban,Fair,Yes,875613
+1596,1418,3,3,3,1920,Urban,Excellent,Yes,500479
+1597,4423,2,4,3,1943,Downtown,Excellent,Yes,811654
+1598,4903,1,3,2,2023,Rural,Excellent,No,813292
+1599,2469,1,1,2,1918,Rural,Good,Yes,768398
+1600,3293,1,3,2,1970,Rural,Fair,Yes,298850
+1601,1391,3,4,3,2001,Downtown,Poor,Yes,788650
+1602,4970,4,4,3,1907,Urban,Excellent,Yes,297688
+1603,2533,3,4,1,1976,Rural,Good,No,608692
+1604,1864,4,1,1,2000,Rural,Poor,Yes,596852
+1605,628,2,4,1,1965,Rural,Excellent,Yes,672186
+1606,1514,5,1,3,1940,Suburban,Poor,Yes,330371
+1607,2299,4,3,1,1974,Downtown,Good,No,570919
+1608,2018,1,4,2,1987,Downtown,Poor,Yes,145259
+1609,4681,3,3,2,1969,Downtown,Excellent,Yes,174451
+1610,1698,2,2,3,1960,Downtown,Poor,Yes,490691
+1611,4373,1,3,1,1925,Downtown,Poor,No,67215
+1612,2974,2,2,2,1970,Suburban,Excellent,No,180577
+1613,3985,5,3,3,2020,Urban,Good,Yes,832680
+1614,4549,3,1,1,2002,Suburban,Good,Yes,121074
+1615,4219,3,3,2,1982,Rural,Poor,No,989203
+1616,802,5,1,1,1969,Suburban,Fair,No,682909
+1617,4452,3,1,3,2006,Downtown,Poor,No,979958
+1618,1486,4,4,1,1928,Suburban,Fair,No,753577
+1619,2363,2,1,3,2006,Downtown,Poor,No,156759
+1620,4940,1,2,1,2002,Suburban,Good,Yes,178471
+1621,3572,5,4,2,1965,Downtown,Poor,Yes,858143
+1622,3624,4,4,3,1918,Rural,Poor,Yes,458275
+1623,1827,1,3,3,1967,Downtown,Fair,Yes,622686
+1624,2908,1,1,3,1957,Suburban,Good,No,837718
+1625,4173,5,1,1,1969,Rural,Fair,No,215369
+1626,3791,4,2,1,2012,Suburban,Poor,No,682592
+1627,4533,1,3,2,1956,Rural,Excellent,No,154959
+1628,1203,1,3,3,1936,Urban,Poor,No,289317
+1629,1074,4,4,3,1960,Urban,Poor,Yes,731845
+1630,3732,3,4,1,1991,Urban,Fair,Yes,372111
+1631,3132,1,4,1,1929,Suburban,Excellent,Yes,934235
+1632,4328,2,2,2,1970,Suburban,Excellent,Yes,179745
+1633,3730,4,2,2,1972,Rural,Fair,Yes,104583
+1634,988,1,4,1,1924,Rural,Good,No,698365
+1635,1847,5,3,3,1996,Rural,Excellent,No,494846
+1636,4181,2,2,2,1964,Rural,Excellent,No,161359
+1637,3673,1,3,1,2014,Downtown,Fair,No,601374
+1638,2167,2,3,1,1905,Urban,Good,No,721844
+1639,2137,2,1,3,1917,Downtown,Good,Yes,773983
+1640,4614,3,4,1,1909,Downtown,Poor,Yes,678420
+1641,4053,2,1,1,1991,Downtown,Poor,Yes,565329
+1642,1500,3,4,2,1910,Downtown,Fair,No,109263
+1643,1350,4,4,1,1996,Urban,Good,No,724035
+1644,1888,3,3,1,1964,Downtown,Fair,No,956587
+1645,4212,5,4,2,1976,Rural,Poor,No,110664
+1646,1867,1,3,3,2000,Suburban,Fair,Yes,467896
+1647,1321,4,3,3,1983,Rural,Fair,No,984581
+1648,954,4,4,2,1964,Suburban,Excellent,Yes,956906
+1649,2124,5,3,2,1951,Rural,Excellent,No,389112
+1650,3272,3,3,3,1966,Rural,Excellent,Yes,970995
+1651,4226,1,3,3,1981,Suburban,Poor,No,751486
+1652,3647,3,2,3,2004,Urban,Fair,No,817018
+1653,4589,2,3,3,1977,Downtown,Excellent,Yes,446608
+1654,2690,3,2,3,1930,Rural,Excellent,Yes,505473
+1655,1416,4,2,2,1990,Urban,Excellent,No,117804
+1656,4486,1,3,1,1916,Downtown,Poor,Yes,874832
+1657,3375,3,3,3,1954,Urban,Poor,No,479767
+1658,1940,1,2,3,2009,Urban,Fair,No,864520
+1659,4900,1,2,1,1992,Downtown,Fair,Yes,261087
+1660,1235,2,3,1,1935,Rural,Fair,No,992969
+1661,4068,2,3,1,2000,Urban,Excellent,No,491371
+1662,3838,4,4,1,1925,Rural,Good,Yes,137893
+1663,3515,5,2,1,1952,Rural,Poor,No,842401
+1664,3389,1,2,1,1916,Rural,Excellent,No,58981
+1665,1461,5,4,2,1985,Downtown,Excellent,No,464248
+1666,3489,4,2,1,1924,Suburban,Fair,No,366235
+1667,4348,1,1,1,1901,Rural,Fair,Yes,157154
+1668,1526,1,2,2,2018,Suburban,Excellent,Yes,336552
+1669,4365,5,4,1,1985,Suburban,Poor,Yes,729601
+1670,3363,3,1,3,1904,Urban,Poor,No,884372
+1671,3001,2,3,3,1903,Rural,Excellent,Yes,526154
+1672,2447,3,4,1,1935,Rural,Good,Yes,756465
+1673,1677,5,4,2,1905,Rural,Good,Yes,242122
+1674,511,2,3,3,2015,Suburban,Poor,No,53657
+1675,4899,3,4,2,1920,Downtown,Fair,Yes,857662
+1676,3864,2,2,3,1976,Suburban,Good,Yes,986184
+1677,3522,1,3,1,2017,Rural,Good,No,263766
+1678,3871,3,4,2,2000,Rural,Fair,No,659019
+1679,3330,2,3,2,2018,Rural,Good,No,223412
+1680,542,2,3,2,1988,Suburban,Excellent,No,741310
+1681,1443,2,3,3,1925,Rural,Good,No,713227
+1682,2890,3,1,3,1954,Urban,Fair,No,783902
+1683,3045,4,4,3,1938,Rural,Excellent,Yes,54329
+1684,2911,3,1,1,1983,Downtown,Good,Yes,348009
+1685,1504,5,4,3,1932,Urban,Poor,No,772300
+1686,520,3,2,1,1913,Rural,Excellent,No,569897
+1687,906,2,2,2,1955,Urban,Excellent,Yes,87869
+1688,1514,1,2,2,1999,Rural,Poor,No,247977
+1689,4931,3,4,1,1980,Downtown,Poor,No,956617
+1690,2338,3,3,3,1920,Rural,Good,Yes,548185
+1691,3688,2,3,1,1945,Urban,Good,No,133984
+1692,1214,1,1,2,1915,Downtown,Fair,No,961604
+1693,4646,1,1,2,2009,Suburban,Fair,Yes,151069
+1694,4354,5,2,1,1915,Downtown,Excellent,Yes,298577
+1695,4919,3,1,3,2019,Downtown,Poor,Yes,926143
+1696,640,1,4,3,1983,Downtown,Poor,Yes,378396
+1697,1463,1,4,1,1928,Urban,Fair,Yes,391530
+1698,872,4,1,1,1991,Downtown,Excellent,No,168728
+1699,4135,4,1,3,1907,Rural,Excellent,No,573846
+1700,3041,1,1,2,1987,Downtown,Fair,No,969215
+1701,4110,5,1,1,1902,Downtown,Fair,No,75801
+1702,2192,1,2,3,1988,Rural,Fair,No,792647
+1703,605,2,2,3,1918,Rural,Good,Yes,809925
+1704,2181,3,1,2,1996,Suburban,Excellent,No,664997
+1705,4597,5,4,2,1965,Downtown,Excellent,No,365414
+1706,4516,2,2,2,1978,Urban,Excellent,No,514838
+1707,3136,5,4,2,1985,Downtown,Fair,No,891967
+1708,2637,2,3,2,2023,Downtown,Fair,No,305560
+1709,3916,3,4,1,1973,Rural,Fair,Yes,818026
+1710,4945,3,1,3,1981,Suburban,Fair,No,782119
+1711,4030,4,3,1,1921,Downtown,Poor,No,66220
+1712,1786,2,2,1,1945,Urban,Fair,No,325536
+1713,3679,4,2,1,2012,Downtown,Good,No,528803
+1714,4154,2,3,1,1990,Urban,Poor,No,445462
+1715,2859,4,4,1,1912,Rural,Poor,No,332154
+1716,944,3,2,2,1932,Suburban,Fair,Yes,176951
+1717,535,5,1,2,1904,Downtown,Excellent,No,380502
+1718,1975,4,3,3,1989,Suburban,Fair,Yes,533419
+1719,4457,2,1,1,1976,Downtown,Excellent,Yes,198306
+1720,2298,2,3,3,1926,Urban,Fair,No,932622
+1721,2345,3,2,2,2020,Suburban,Fair,No,690083
+1722,1908,2,4,2,1977,Downtown,Excellent,No,492667
+1723,2208,1,3,2,1923,Rural,Excellent,Yes,959222
+1724,3438,5,3,1,1966,Urban,Excellent,No,175223
+1725,1800,4,1,1,2010,Suburban,Excellent,No,572886
+1726,1743,5,2,2,2014,Downtown,Good,No,649493
+1727,4476,3,1,3,1962,Suburban,Excellent,Yes,465000
+1728,3597,4,2,3,2012,Downtown,Fair,Yes,997176
+1729,509,4,1,2,1993,Urban,Fair,No,51082
+1730,2925,1,3,3,1998,Rural,Good,Yes,454364
+1731,2160,3,1,2,1947,Urban,Excellent,No,208566
+1732,3131,2,4,3,1962,Suburban,Fair,Yes,911525
+1733,1572,1,2,2,1977,Suburban,Good,No,364096
+1734,3725,1,2,3,1911,Downtown,Fair,Yes,86719
+1735,1816,5,3,1,1927,Urban,Good,No,98737
+1736,4645,5,2,2,1943,Downtown,Good,No,502669
+1737,4183,5,4,2,1992,Urban,Poor,Yes,157271
+1738,3773,1,1,3,1942,Suburban,Poor,Yes,744896
+1739,645,2,3,2,1916,Downtown,Excellent,Yes,231676
+1740,3540,4,4,2,1939,Downtown,Poor,Yes,494049
+1741,1962,5,2,2,1948,Urban,Good,Yes,981543
+1742,2084,2,2,1,1984,Rural,Fair,No,642127
+1743,982,3,4,1,1956,Urban,Fair,No,884363
+1744,3679,5,1,3,1986,Rural,Excellent,Yes,352069
+1745,1749,4,1,1,1983,Urban,Poor,No,232075
+1746,1130,3,3,3,1963,Suburban,Excellent,No,492113
+1747,1161,3,2,1,1974,Downtown,Good,Yes,137745
+1748,4003,4,4,3,1956,Urban,Poor,No,176298
+1749,3352,5,1,1,2020,Suburban,Excellent,No,667997
+1750,2966,1,3,1,1997,Urban,Fair,Yes,354431
+1751,1487,4,2,3,1973,Downtown,Fair,Yes,796086
+1752,2046,4,2,2,1973,Urban,Excellent,No,476228
+1753,1149,4,3,2,2006,Rural,Excellent,Yes,681540
+1754,1468,3,3,1,2023,Downtown,Excellent,No,747143
+1755,3137,2,1,3,1969,Rural,Good,Yes,421467
+1756,1600,1,4,2,1999,Suburban,Good,Yes,511531
+1757,940,5,2,3,1987,Suburban,Fair,Yes,789126
+1758,1269,5,4,2,1975,Urban,Good,Yes,489707
+1759,1843,2,2,3,1942,Rural,Good,No,270013
+1760,4858,4,2,1,2018,Rural,Poor,Yes,501800
+1761,4229,1,4,3,1922,Downtown,Good,Yes,849235
+1762,4406,5,3,2,1926,Rural,Poor,No,230697
+1763,2077,5,1,1,1957,Rural,Good,No,693107
+1764,4508,4,2,3,2020,Downtown,Fair,No,929793
+1765,3851,2,3,2,2008,Downtown,Excellent,No,63698
+1766,2849,1,2,1,1936,Rural,Fair,Yes,65376
+1767,4102,2,1,3,1905,Urban,Good,No,526870
+1768,1741,2,2,2,1964,Downtown,Excellent,Yes,325261
+1769,1625,1,1,3,1905,Downtown,Excellent,No,286591
+1770,3101,1,1,3,1949,Rural,Excellent,Yes,481172
+1771,1690,5,2,1,1921,Rural,Poor,No,98786
+1772,4631,5,2,1,2004,Downtown,Fair,Yes,687293
+1773,4948,1,1,2,1987,Rural,Poor,Yes,268850
+1774,572,3,3,1,1924,Downtown,Excellent,No,378624
+1775,2414,5,4,2,1978,Urban,Fair,Yes,737055
+1776,2972,3,1,3,1989,Urban,Fair,Yes,969015
+1777,3546,1,2,3,1971,Downtown,Good,Yes,889665
+1778,1207,5,2,2,1950,Downtown,Poor,Yes,423166
+1779,2304,2,3,3,1987,Suburban,Poor,No,465718
+1780,4213,1,4,1,1947,Suburban,Good,Yes,493226
+1781,3064,4,1,3,2001,Rural,Poor,Yes,142529
+1782,2975,3,1,1,1969,Rural,Excellent,No,517121
+1783,4110,1,4,2,2017,Downtown,Excellent,No,815784
+1784,4755,1,1,2,1998,Downtown,Poor,No,489705
+1785,3323,5,4,3,2005,Suburban,Good,Yes,675207
+1786,2235,5,2,3,1964,Suburban,Fair,Yes,919965
+1787,2085,5,4,1,1959,Downtown,Poor,No,524381
+1788,566,4,1,1,1945,Urban,Fair,Yes,999453
+1789,3561,5,4,3,1935,Urban,Good,No,522803
+1790,2928,1,3,3,1957,Rural,Fair,Yes,536275
+1791,4653,5,2,2,1975,Downtown,Good,No,772670
+1792,841,2,2,2,1937,Downtown,Good,Yes,259870
+1793,3274,5,4,2,1910,Rural,Excellent,No,643695
+1794,3317,4,1,3,1911,Suburban,Excellent,Yes,648097
+1795,3161,2,3,3,1941,Suburban,Good,No,329373
+1796,1732,1,2,3,2013,Urban,Poor,Yes,994889
+1797,4374,1,2,2,1938,Downtown,Excellent,Yes,616464
+1798,2901,3,1,3,1970,Suburban,Good,Yes,669113
+1799,1994,2,1,1,1910,Urban,Fair,No,970764
+1800,4711,3,3,3,1935,Urban,Fair,Yes,147555
+1801,1161,2,4,3,1951,Urban,Poor,Yes,577433
+1802,4383,2,1,3,1930,Suburban,Fair,Yes,147289
+1803,4119,4,4,3,1932,Suburban,Fair,No,713162
+1804,2368,3,3,3,1912,Downtown,Good,Yes,838695
+1805,2834,4,4,1,1917,Downtown,Fair,No,470129
+1806,3874,2,2,1,1940,Urban,Fair,Yes,107788
+1807,1516,1,4,3,1957,Urban,Fair,No,713515
+1808,4906,2,3,2,1955,Suburban,Fair,No,706282
+1809,707,4,3,3,1923,Suburban,Good,Yes,777591
+1810,3165,3,3,3,1972,Downtown,Fair,No,201744
+1811,2993,3,4,3,1930,Downtown,Poor,No,219598
+1812,1132,4,2,2,1954,Rural,Excellent,Yes,881776
+1813,2602,3,1,2,2004,Downtown,Poor,No,959251
+1814,3459,5,2,2,1909,Suburban,Excellent,No,462230
+1815,3583,1,4,1,1959,Urban,Poor,No,647640
+1816,2431,1,4,2,1901,Rural,Excellent,No,534495
+1817,4219,1,1,1,2001,Downtown,Excellent,Yes,352468
+1818,3062,3,4,1,1914,Downtown,Excellent,No,557745
+1819,2179,3,3,2,1902,Suburban,Excellent,No,930507
+1820,736,2,3,2,1942,Rural,Good,Yes,276710
+1821,4943,2,3,2,1930,Downtown,Poor,Yes,744058
+1822,2040,1,3,1,1969,Urban,Excellent,No,913601
+1823,4443,5,3,3,1966,Suburban,Poor,Yes,859816
+1824,863,2,4,2,1955,Rural,Fair,Yes,577800
+1825,2868,2,1,2,1962,Downtown,Excellent,Yes,973570
+1826,785,3,1,2,1974,Downtown,Poor,Yes,736860
+1827,648,5,3,1,1914,Rural,Good,Yes,173775
+1828,4537,1,4,1,2008,Suburban,Poor,Yes,128743
+1829,2266,2,2,3,2015,Rural,Excellent,Yes,397786
+1830,1512,5,2,2,1991,Rural,Fair,Yes,441731
+1831,3331,5,4,1,1909,Suburban,Poor,Yes,654146
+1832,3007,1,3,3,1937,Downtown,Fair,No,629088
+1833,2023,5,1,2,1946,Urban,Good,No,506356
+1834,3285,5,4,1,1956,Suburban,Poor,No,674652
+1835,3056,5,2,2,1949,Urban,Poor,No,555533
+1836,4225,2,2,2,2013,Downtown,Good,No,314531
+1837,2101,1,2,1,1970,Rural,Good,Yes,237232
+1838,2908,5,3,1,1914,Urban,Good,Yes,778927
+1839,840,5,2,1,1917,Downtown,Excellent,No,182871
+1840,3317,2,4,2,1981,Downtown,Excellent,No,169095
+1841,2996,1,4,2,2015,Rural,Poor,Yes,609836
+1842,2225,3,2,3,2004,Rural,Poor,No,140450
+1843,2189,2,4,2,1987,Downtown,Poor,Yes,679957
+1844,3767,1,2,1,1901,Downtown,Fair,No,916603
+1845,4906,5,2,2,2003,Urban,Good,Yes,483595
+1846,761,1,1,3,1983,Downtown,Poor,No,357558
+1847,1942,1,3,3,1997,Downtown,Good,Yes,647359
+1848,905,1,3,1,1942,Urban,Excellent,No,687096
+1849,2690,3,1,1,1925,Suburban,Good,No,550884
+1850,4937,1,1,3,1970,Urban,Fair,Yes,128591
+1851,743,3,3,3,1937,Urban,Fair,Yes,798501
+1852,4607,5,2,3,1993,Rural,Good,No,316441
+1853,1060,3,2,1,1941,Urban,Fair,No,683801
+1854,4637,5,3,3,1904,Downtown,Fair,Yes,965100
+1855,3225,5,2,3,1910,Downtown,Excellent,Yes,922911
+1856,1093,3,1,1,1964,Downtown,Poor,Yes,148752
+1857,2326,2,2,2,1933,Suburban,Fair,No,186080
+1858,3729,4,2,2,2019,Downtown,Poor,No,267885
+1859,3787,1,4,3,1900,Suburban,Good,Yes,427625
+1860,4573,4,4,2,1982,Downtown,Good,No,197892
+1861,633,1,4,2,1901,Urban,Fair,No,514764
+1862,3638,1,2,2,1984,Rural,Good,Yes,203325
+1863,4419,5,3,2,1919,Downtown,Excellent,No,472418
+1864,572,1,1,3,1960,Suburban,Fair,Yes,996740
+1865,4994,1,2,2,1986,Suburban,Fair,Yes,641444
+1866,4725,3,3,2,1920,Rural,Fair,No,817248
+1867,3478,4,2,1,1987,Downtown,Good,No,110263
+1868,4861,3,1,3,1967,Urban,Good,Yes,955428
+1869,2485,1,2,1,1911,Downtown,Fair,Yes,673540
+1870,1292,5,1,1,1921,Downtown,Poor,Yes,168632
+1871,4759,3,2,3,1919,Rural,Good,No,911287
+1872,594,3,1,2,1981,Downtown,Good,Yes,66575
+1873,1633,2,2,1,1900,Urban,Fair,Yes,324348
+1874,737,1,1,3,1929,Suburban,Poor,Yes,61952
+1875,3446,5,4,2,1996,Rural,Fair,Yes,569826
+1876,3030,3,2,3,1923,Urban,Good,No,133323
+1877,2460,3,2,1,1913,Suburban,Fair,No,756502
+1878,1548,5,3,2,1935,Rural,Fair,Yes,214944
+1879,3029,1,3,2,1968,Rural,Fair,No,734736
+1880,3464,2,1,3,1974,Suburban,Poor,No,771444
+1881,1463,3,2,2,1923,Suburban,Fair,No,192712
+1882,1036,2,1,1,1959,Urban,Good,Yes,338581
+1883,4723,4,4,1,1994,Downtown,Fair,No,177129
+1884,4179,1,3,1,1954,Downtown,Poor,No,924113
+1885,4687,4,1,3,1976,Downtown,Excellent,Yes,828810
+1886,4224,4,1,2,1979,Downtown,Poor,Yes,582191
+1887,1042,4,3,2,1923,Downtown,Fair,No,264776
+1888,1345,1,2,2,1976,Urban,Excellent,No,601151
+1889,4103,1,1,1,1923,Rural,Fair,Yes,355525
+1890,3536,5,3,2,1953,Urban,Poor,Yes,864980
+1891,2994,2,2,1,1925,Urban,Excellent,Yes,493172
+1892,4985,2,4,2,1965,Urban,Excellent,Yes,585755
+1893,3219,5,3,1,1979,Rural,Fair,No,370098
+1894,2384,5,1,2,1937,Urban,Fair,Yes,336045
+1895,4638,4,4,3,2009,Urban,Poor,No,859733
+1896,4849,5,2,3,1964,Rural,Fair,No,961118
+1897,3701,3,2,1,2012,Urban,Excellent,No,807902
+1898,3210,2,3,1,1974,Downtown,Good,Yes,921612
+1899,2453,5,3,2,1950,Suburban,Good,Yes,644191
+1900,4350,3,3,2,1934,Urban,Poor,No,416099
+1901,1189,3,2,3,1942,Suburban,Fair,No,983708
+1902,2450,3,4,2,1928,Urban,Poor,No,594043
+1903,956,3,2,1,1936,Urban,Good,No,371961
+1904,2630,4,1,1,1980,Downtown,Good,No,838525
+1905,4476,3,2,1,1957,Rural,Fair,Yes,306094
+1906,4744,4,1,1,1953,Suburban,Excellent,Yes,512753
+1907,1679,4,4,1,1938,Rural,Fair,Yes,932751
+1908,4785,3,3,3,1941,Downtown,Good,No,335084
+1909,4065,2,3,3,1927,Downtown,Excellent,No,749400
+1910,1382,3,2,1,1928,Suburban,Poor,Yes,703002
+1911,899,3,3,2,1942,Rural,Good,Yes,141544
+1912,1108,3,4,1,1902,Downtown,Poor,No,658725
+1913,2138,2,3,3,2015,Urban,Excellent,Yes,405113
+1914,2648,1,2,1,1909,Urban,Poor,Yes,157001
+1915,1882,1,4,3,1958,Urban,Good,Yes,137725
+1916,1903,4,1,3,2005,Rural,Fair,No,427928
+1917,1319,4,2,1,1913,Urban,Poor,No,160675
+1918,3792,2,1,1,1975,Urban,Good,Yes,144266
+1919,1319,5,4,2,1946,Downtown,Good,No,321380
+1920,919,1,2,3,1941,Downtown,Excellent,Yes,909029
+1921,4719,4,2,2,1993,Urban,Good,Yes,265196
+1922,3802,1,4,1,1931,Urban,Fair,No,184974
+1923,2008,2,3,3,1931,Downtown,Fair,No,673944
+1924,1267,2,2,2,1941,Suburban,Poor,No,346508
+1925,2544,5,2,2,1931,Rural,Poor,Yes,681359
+1926,2639,5,1,2,1925,Rural,Poor,Yes,406554
+1927,3529,2,3,1,2014,Downtown,Poor,Yes,201168
+1928,2049,4,1,1,1900,Rural,Fair,No,193092
+1929,2264,1,1,1,1955,Downtown,Excellent,Yes,632761
+1930,3145,3,3,3,2021,Downtown,Poor,Yes,291472
+1931,4216,5,3,1,2005,Downtown,Excellent,Yes,356297
+1932,4981,3,4,3,1901,Downtown,Good,Yes,222349
+1933,2793,4,3,2,1980,Suburban,Good,No,350646
+1934,3208,5,2,2,1929,Urban,Poor,No,65675
+1935,1400,3,3,1,2019,Urban,Good,No,991869
+1936,3584,4,4,2,2002,Suburban,Excellent,Yes,168384
+1937,2509,1,4,1,1970,Rural,Excellent,Yes,128229
+1938,741,4,4,3,1951,Rural,Good,Yes,663337
+1939,2885,5,3,2,1990,Urban,Poor,No,757508
+1940,4768,2,3,1,1908,Rural,Excellent,No,401301
+1941,1171,1,1,2,1921,Urban,Excellent,No,270319
+1942,663,3,1,2,1933,Urban,Fair,No,679999
+1943,964,5,2,1,2009,Suburban,Poor,No,684378
+1944,3542,2,1,2,1948,Rural,Fair,Yes,929753
+1945,2942,4,2,2,1900,Suburban,Good,No,776262
+1946,2855,2,4,2,1972,Urban,Good,No,862897
+1947,4778,5,1,2,1983,Urban,Fair,No,868718
+1948,3057,5,3,3,1952,Urban,Poor,Yes,104795
+1949,1045,2,1,2,1982,Downtown,Excellent,No,420283
+1950,4335,4,2,2,1999,Downtown,Good,No,784543
+1951,1093,2,1,1,2023,Downtown,Poor,No,153845
+1952,4304,5,4,3,1939,Suburban,Poor,Yes,362130
+1953,1959,5,3,1,1944,Urban,Good,Yes,387540
+1954,3993,3,2,1,1967,Rural,Good,No,891610
+1955,3101,3,3,1,1908,Suburban,Poor,No,847177
+1956,2944,1,3,3,2004,Suburban,Excellent,No,828520
+1957,3172,5,2,1,1921,Suburban,Fair,No,303730
+1958,4700,3,3,1,1917,Rural,Good,Yes,253426
+1959,516,2,3,1,1975,Urban,Fair,No,916069
+1960,3691,4,1,2,2005,Downtown,Poor,Yes,972532
+1961,892,2,3,1,1942,Urban,Fair,No,279333
+1962,924,4,3,3,1938,Urban,Excellent,Yes,622854
+1963,1071,3,3,3,1972,Suburban,Poor,Yes,880154
+1964,4131,1,3,2,1905,Suburban,Excellent,No,923055
+1965,1620,2,2,3,1982,Suburban,Poor,Yes,423218
+1966,741,2,4,3,1947,Downtown,Excellent,No,649262
+1967,4397,2,1,2,2010,Downtown,Poor,Yes,526908
+1968,4595,4,3,1,1906,Downtown,Excellent,Yes,396228
+1969,2779,3,3,2,1979,Urban,Poor,No,220951
+1970,1288,2,2,1,1968,Suburban,Excellent,No,467983
+1971,1214,2,4,1,1915,Rural,Poor,Yes,298595
+1972,3349,1,3,3,1900,Urban,Excellent,Yes,953785
+1973,1275,1,2,2,2014,Downtown,Good,No,678705
+1974,4526,3,1,3,1936,Rural,Fair,No,904531
+1975,2747,3,1,3,2002,Rural,Poor,No,229729
+1976,578,5,3,1,1982,Suburban,Excellent,Yes,189570
+1977,4426,1,3,3,2017,Rural,Good,No,254739
+1978,1355,5,4,2,1936,Downtown,Poor,No,337251
+1979,2648,4,4,3,1980,Suburban,Poor,Yes,734153
+1980,1531,5,3,3,1963,Rural,Poor,No,970200
+1981,3771,2,2,1,1989,Suburban,Fair,No,890271
+1982,4076,5,4,2,1985,Rural,Excellent,No,663529
+1983,4682,3,3,3,1961,Urban,Excellent,No,597685
+1984,3956,4,4,1,1971,Urban,Poor,Yes,581992
+1985,4006,2,3,3,1960,Downtown,Poor,No,852874
+1986,907,5,1,2,1932,Urban,Poor,No,769148
+1987,3211,4,3,3,1965,Urban,Good,No,179576
+1988,3588,4,1,3,1929,Urban,Poor,No,59765
+1989,2168,2,4,1,2010,Rural,Fair,No,427972
+1990,647,5,3,3,1919,Rural,Excellent,No,60002
+1991,4827,4,4,1,1959,Suburban,Fair,Yes,834141
+1992,4397,4,1,2,1981,Rural,Poor,Yes,847822
+1993,2450,1,3,3,2006,Urban,Good,Yes,225508
+1994,865,4,4,2,2020,Rural,Poor,No,308446
+1995,2174,1,1,2,1973,Downtown,Poor,No,527698
+1996,4994,5,4,3,1923,Suburban,Poor,No,295620
+1997,3046,5,2,1,2019,Suburban,Poor,Yes,580929
+1998,1062,5,1,2,1903,Rural,Poor,No,476925
+1999,4062,3,1,2,1936,Urban,Excellent,Yes,161119
+2000,2989,5,1,3,1903,Suburban,Fair,No,482525

app.py

@@ -0,0 +1,64 @@
+import streamlit as st
+import joblib
+import numpy as np
+
+# Load models
+linear_model = joblib.load("linear_regression_model.pkl")
+decision_tree_model = joblib.load("decision_tree_regression_model.pkl")
+random_forest_model = joblib.load("random_forest_regress_model.pkl")
+
+app, model_eval = st.tabs(["Application", "Model Evaluation"])
+
+with app:
+    # Model selection (exclusive to this tab)
+    st.sidebar.title("Select Model")
+    model_choice = st.sidebar.radio("Choose a model:", ("Linear Regression", "Decision Tree Regression", "Random Forest Regression"))
+
+    if model_choice == "Linear Regression":
+        model = linear_model
+    elif model_choice == "Decision Tree Regression":
+        model = decision_tree_model
+    else:
+        model = random_forest_model
+
+    # User inputs
+    st.title("House Price Prediction")
+    area = st.number_input("Area (sq ft)", min_value=100, max_value=10000, step=10)
+    bedrooms = st.slider("Bedrooms", 1, 5, 3)
+    bathrooms = st.slider("Bathrooms", 1, 4, 2)
+    floors = st.slider("Floors", 1, 3, 1)
+    year_built = st.number_input("Year Built", min_value=1800, max_value=2025, step=1)
+
+    location = st.radio("Location", ["Suburban", "Downtown", "Rural", "Urban"])
+    condition = st.radio("Condition", ["Poor", "Good", "Excellent", "Fair"])
+    garage = st.radio("Garage", ["1", "2"])
+
+    # Encode categorical inputs
+    location_dict = {"Suburban": 0, "Downtown": 1, "Rural": 2, "Urban": 3}
+    condition_dict = {"Poor": 0, "Fair": 1, "Good": 2, "Excellent": 3}
+    garage_dict = {"1": 0, "2": 1}
+
+    location_encoded = location_dict[location]
+    condition_encoded = condition_dict[condition]
+    garage_encoded = garage_dict[garage]
+
+    # Prediction button
+    if st.button("Predict Price"):
+        features = np.array([[area, bedrooms, bathrooms, floors, year_built, location_encoded, condition_encoded, garage_encoded]])
+        predicted_price = model.predict(features)[0]
+        st.write(f"### Predicted House Price: ${predicted_price:,.2f}")
+
+with model_eval:
+    st.title("Model Evaluation")
+    
+    st.subheader("Decision Tree Regression")
+    st.image("DTR_metrics.png", caption="Decision Tree Regression Metrics")
+    st.image("evalMetric_DTR.png", caption="Decision Tree Regression - Actual vs Predicted")
+    
+    st.subheader("Linear Regression")
+    st.image("LR_metrics.png", caption="Linear Regression Metrics")
+    st.image("evalMetric_LR.png", caption="Linear Regression - Actual vs Predicted")
+    
+    st.subheader("Random Forest Regression")
+    st.image("RFR_metrics.png", caption="Random Forest Regression Metrics")
+    st.image("evalMetric_RFR.png", caption="Random Forest Regression - Actual vs Predicted")

decision_tree_regression_model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:655a5f2e817acafd830852a1b93c0baf3eb525f1a9bb9325fe0051a2d375b3e6
+size 231473

linear_regression_model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c39922c890e7135c34550a3ca8eaa53ef32a1e12353d9d183f90310a9d95ca2
+size 680

random_forest_regress_model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:024a1ab42ad9b25a2e08f311a261a2d8dcb3defce34683e2def052db9233c5ea
+size 25235441