├── README.md └── part_1_data.csv /README.md: -------------------------------------------------------------------------------- 1 | # r2d3-part-1-data 2 | Dataset of homes in San Francisco and New York used in http://www.r2d3.us/visual-intro-to-machine-learning-part-1/ 3 | 4 | This dataset was collected for A Visual Introduction to Machine Learning (http://www.r2d3.us). It is available under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (http://creativecommons.org/licenses/by-nc-sa/4.0/). 5 | 6 | Have fun! 7 | -------------------------------------------------------------------------------- /part_1_data.csv: -------------------------------------------------------------------------------- 1 | # This dataset was collected for A Visual Introduction to Machine Learning (http://www.r2d3.us). It is available under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (http://creativecommons.org/licenses/by-nc-sa/4.0/). We hope it helps you practice different data analysis and visualization techniques. ONE REQUEST: Please do not use this data to make any conclusions about the New York or San Francisco real estate markets. This data was collected with learning, not inference, in mind. :-) 2 | # 3 | in_sf,beds,bath,price,year_built,sqft,price_per_sqft,elevation 4 | 0,2,1,999000,1960,1000,999,10 5 | 0,2,2,2750000,2006,1418,1939,0 6 | 0,2,2,1350000,1900,2150,628,9 7 | 0,1,1,629000,1903,500,1258,9 8 | 0,0,1,439000,1930,500,878,10 9 | 0,0,1,439000,1930,500,878,10 10 | 0,1,1,475000,1920,500,950,10 11 | 0,1,1,975000,1930,900,1083,10 12 | 0,1,1,975000,1930,900,1083,12 13 | 0,2,1,1895000,1921,1000,1895,12 14 | 0,3,3,2095000,1926,2200,952,4 15 | 0,1,1,999000,1982,784,1274,5 16 | 0,1,1,999000,1982,784,1274,5 17 | 0,1,1,1249000,1987,826,1512,3 18 | 0,0,1,1110000,2008,698,1590,5 19 | 0,2,2,2059500,2008,1373,1500,5 20 | 0,2,2,2000000,1928,1200,1667,10 21 | 0,1,1,715000,1903,557,1284,3 22 | 0,2,2,2498000,2005,1260,1983,2 23 | 0,2,1.5,2650000,1915,2500,1060,5 24 | 0,2,2,3450000,1900,1850,1865,9 25 | 0,1,1,3105000,2016,1108,2802,10 26 | 0,4,5,13750000,2016,3699,3717,10 27 | 0,2,2,1185000,1900,1000,1185,4 28 | 0,1,2,1699000,1900,1500,1133,5 29 | 0,1,1,1195000,1900,1093,1093,6 30 | 0,1,1,450000,1920,500,900,10 31 | 0,1,1,1195000,1900,1093,1093,10 32 | 0,2,2,1185000,1900,1000,1185,10 33 | 0,0,1,625000,1964,800,781,8 34 | 0,2,2,3159990,2012,1420,2225,8 35 | 0,2,2,2200000,1920,2050,1073,10 36 | 0,2,2,4895000,2016,1520,3220,10 37 | 0,2,2,6525000,2016,2018,3233,10 38 | 0,2,2,4895000,2016,1520,3220,11 39 | 0,2,2,6525000,2016,2018,3233,11 40 | 0,2,2,1675000,2006,1225,1367,12 41 | 0,2,2,1675000,2006,1225,1367,12 42 | 0,2,1,999000,1985,799,1250,5 43 | 0,1,1,1550000,1926,1000,1550,6 44 | 0,1,1,1595000,2015,714,2234,7 45 | 0,2,2,3995000,1906,2400,1665,9 46 | 0,1,1,1285000,2012,749,1716,10 47 | 0,1,1,1595000,2015,714,2234,10 48 | 0,2,2,3995000,1906,2400,1665,10 49 | 0,2,2,4995000,1900,2024,2468,8 50 | 0,3,2,3580000,1880,3000,1193,10 51 | 0,3,3,6350000,2015,2500,2540,3 52 | 0,3,3,6550000,2015,2500,2620,3 53 | 0,3,3,5985000,1909,3300,1814,3 54 | 0,3,3,9900000,2015,2950,3356,4 55 | 0,1,1,1849000,1920,1400,1321,5 56 | 0,2,2,3500000,1915,2000,1750,5 57 | 0,2,2,3500000,1910,1887,1855,5 58 | 0,1,1,1250000,2007,720,1736,6 59 | 0,2,1,899000,1990,820,1096,7 60 | 0,1,2,1950000,1900,1300,1500,7 61 | 0,1,1,1750000,1963,1000,1750,5 62 | 0,0,1,775000,2009,546,1419,6 63 | 0,0,1,390000,1955,550,709,6 64 | 0,0,1,699999,1988,500,1400,9 65 | 0,1,1,649000,1965,750,865,10 66 | 0,2,2,1200000,1964,1200,1000,10 67 | 0,0,1,319000,1941,500,638,10 68 | 0,0,1,699999,1988,500,1400,10 69 | 0,0,1,775000,2009,546,1419,10 70 | 0,1,1,649000,1965,750,865,10 71 | 0,2,2,1849000,2009,1135,1629,10 72 | 0,1,1,615000,1960,750,820,11 73 | 0,1,1,1590000,2008,785,2025,12 74 | 0,1,1,1150000,2014,645,1783,18 75 | 0,2,2,2650000,2014,1240,2137,18 76 | 0,0,1,469000,1932,500,938,18 77 | 0,0,1,569000,1962,543,1048,8 78 | 0,1,1,549000,1924,750,732,10 79 | 0,2,2,799000,1928,850,940,19 80 | 0,2,2,879000,1928,800,1099,22 81 | 0,2,3,2999000,1925,3200,937,10 82 | 0,2,3,2999000,1925,3200,937,10 83 | 0,2,3,2999000,1925,3200,937,12 84 | 0,2,3,2999000,1925,3200,937,12 85 | 0,1,1,399000,1910,475,840,10 86 | 0,1,1,1135000,2005,715,1587,10 87 | 0,1,1,1145000,2005,700,1636,10 88 | 0,1,1,1760000,1969,950,1853,10 89 | 0,2,2,1725000,2005,976,1767,10 90 | 0,2,2,2750000,2007,1384,1987,10 91 | 0,2,2,2750000,2007,1384,1987,13 92 | 0,1,1,399000,1910,475,840,14 93 | 0,2,2,1725000,2005,1144,1508,16 94 | 0,1,1,869000,1988,670,1297,16 95 | 0,1,1,1760000,1969,950,1853,17 96 | 0,3,3,1249000,1962,1500,833,18 97 | 0,3,3,1500000,1962,1600,938,18 98 | 0,1,1,1135000,2005,715,1587,19 99 | 0,1,1,1145000,2005,700,1636,19 100 | 0,2,2,1725000,2005,976,1767,19 101 | 0,2,2,3500000,1925,1550,2258,20 102 | 0,0,1,525000,1940,525,1000,21 103 | 0,2,2,2025000,1940,1433,1413,21 104 | 0,2,2,3500000,1986,1463,2392,23 105 | 0,0,1,925000,1978,585,1581,24 106 | 0,2,2,1700000,1982,1007,1688,25 107 | 0,2,2,1700000,1982,1007,1688,25 108 | 0,0,1,449000,1962,550,816,10 109 | 0,0,1,299000,1930,400,748,12 110 | 0,1,1,695000,1961,720,965,16 111 | 0,1,1,695000,1961,720,965,16 112 | 0,4,5,17750000,2012,4476,3966,20 113 | 0,5,5,27500000,1930,7500,3667,21 114 | 0,0,1,539000,1957,485,1111,10 115 | 0,0,1,779000,1975,512,1521,10 116 | 0,1,1,925000,1985,745,1242,10 117 | 0,1,1,1319000,1958,1000,1319,10 118 | 0,2,2,4240000,2016,1741,2435,10 119 | 0,2,2,4285000,2016,1747,2453,10 120 | 0,3,3,4875000,2016,2017,2417,10 121 | 0,3,3,14950000,1931,4435,3371,10 122 | 0,3,3,10225000,2016,3007,3400,10 123 | 0,4,4,13400000,2016,3331,4023,10 124 | 0,5,5,19000000,2016,4972,3821,10 125 | 0,0,1,539000,1957,485,1111,11 126 | 0,1,1,835000,1963,700,1193,12 127 | 0,10,10,7995000,1910,6400,1249,12 128 | 0,0,1,349000,1960,400,873,13 129 | 0,1,1,588000,1970,600,980,14 130 | 0,2,2,8690000,2002,2178,3990,15 131 | 0,2,2,4195000,2016,1750,2397,15 132 | 0,2,2,4195000,2016,1742,2408,15 133 | 0,2,2,4240000,2016,1741,2435,15 134 | 0,2,2,4285000,2016,1747,2453,15 135 | 0,3,3,4875000,2016,2017,2417,15 136 | 0,3,3,5750000,2016,2196,2618,15 137 | 0,3,3,9350000,2016,3054,3062,15 138 | 0,3,3,10225000,2016,3007,3400,15 139 | 0,4,4,13150000,2016,3338,3939,15 140 | 0,4,4,13400000,2016,3331,4023,15 141 | 0,5,5,19000000,2016,4972,3821,15 142 | 0,0,1,850000,1924,546,1557,10 143 | 0,7,7,19500000,1994,4238,4601,10 144 | 0,1,1,1000000,1912,612,1634,18 145 | 0,0,1,485000,1902,310,1565,23 146 | 0,3,2,7350000,1999,2075,3542,23 147 | 0,1,1,1200000,1969,600,2000,23 148 | 0,2,2,4250000,2011,1504,2826,23 149 | 0,2,2,3600000,1960,1340,2687,24 150 | 0,2,2,3600000,1960,1340,2687,24 151 | 0,1,1,525000,1924,700,750,24 152 | 0,0,1,545000,1900,387,1408,10 153 | 0,1,1,535000,1900,450,1189,10 154 | 0,4,4,5500000,1923,3200,1719,21 155 | 0,4,5,12000000,1939,3700,3243,22 156 | 0,1,2,1850000,2007,839,2205,23 157 | 0,1,1,535000,1900,450,1189,27 158 | 0,2,2,1350000,1931,1300,1038,36 159 | 0,1,1,779000,1902,700,1113,10 160 | 0,2,1,1475000,1973,971,1519,10 161 | 0,2,2,1385000,1971,962,1440,10 162 | 0,1,1,779000,1902,700,1113,13 163 | 0,1,1,649000,1929,800,811,25 164 | 0,0,1,725000,1960,600,1208,26 165 | 0,2,1,925000,1941,790,1171,27 166 | 0,1,1,965000,1961,787,1226,27 167 | 0,2,1,1250000,1922,1145,1092,30 168 | 0,1,1,650000,1907,720,903,32 169 | 0,2,1,385000,1999,820,470,8 170 | 0,2,2,1695000,2012,1051,1613,16 171 | 0,1,1,600000,1899,1060,566,8 172 | 0,2,1,910000,1899,1060,858,8 173 | 0,8,7,2300000,1910,4180,550,9 174 | 0,1,1,600000,1899,1060,566,10 175 | 0,2,1,910000,1899,1060,858,10 176 | 0,2,2,1599000,1973,1400,1142,10 177 | 0,2,2,4625000,1987,1695,2729,10 178 | 0,0,1,325000,1910,375,867,11 179 | 0,2,2,1599000,1973,1400,1142,14 180 | 0,2,2,1965000,2005,1330,1477,16 181 | 0,1,1,735000,1928,800,919,22 182 | 0,2,2,4625000,1987,1695,2729,29 183 | 0,1,1,749000,2011,762,983,10 184 | 0,1,1,499999,2011,669,747,35 185 | 0,1,1,749000,2011,762,983,35 186 | 0,2,2,904000,1920,1503,601,10 187 | 0,2,2,904000,1920,1503,601,10 188 | 0,2,1,559900,1925,1200,467,51 189 | 0,2,1,545000,1939,1049,520,39 190 | 0,2,1,365000,1925,700,521,73 191 | 0,2,1,365000,1925,700,521,73 192 | 0,1,1,935000,1910,1102,848,8 193 | 0,0,1,820000,2013,533,1538,8 194 | 0,0,1,835000,2013,501,1667,8 195 | 0,1,1,935000,1910,1102,848,10 196 | 0,1,1,1420000,2004,768,1849,10 197 | 0,1,1,1550000,2004,794,1952,10 198 | 0,2,2,1635000,2004,957,1708,10 199 | 0,1,1,1550000,2004,794,1952,11 200 | 0,1,1,1780000,2007,988,1802,14 201 | 0,2,2,2800000,2007,1308,2141,14 202 | 0,1,1,411500,1921,586,702,6 203 | 0,2,2,2175000,1999,1569,1386,10 204 | 0,2,2,1995000,1996,1044,1911,10 205 | 0,2,2,2235000,1999,1548,1444,14 206 | 0,4,4,8800000,1941,3382,2602,15 207 | 0,2,2,1850000,1996,1044,1772,17 208 | 0,2,2,1995000,1996,1044,1911,17 209 | 0,1,1,1695000,1927,680,2493,17 210 | 0,1,1,1495000,1962,1125,1329,19 211 | 0,2,2,2200000,2000,1044,2107,2 212 | 0,0.5,1,384900,1962,540,713,10 213 | 0,1,1,515000,1962,725,710,10 214 | 0,3,2,1950000,1956,1600,1219,10 215 | 0,0,1,307000,1910,330,930,15 216 | 0,2,2,1735000,1980,1585,1095,18 217 | 0,3,3,1850000,2005,1353,1367,8 218 | 0,3,3,1850000,2005,1353,1367,10 219 | 0,2,2,1995000,1986,1406,1419,14 220 | 0,2,2,2900000,1987,1600,1813,24 221 | 0,2,2,2499000,2004,1658,1507,24 222 | 0,2,2,1575000,1930,1324,1190,33 223 | 0,3,3,1495000,1990,1360,1099,0 224 | 0,1,1,529000,1986,650,814,0 225 | 0,3,3,2695000,2006,1991,1354,1 226 | 0,3,3,2695000,2006,1991,1354,1 227 | 0,4,3,3895000,2001,2277,1711,0 228 | 1,1,1,550000,1982,724,760,24 229 | 1,2,2,849000,1982,1030,824,24 230 | 1,3,2,1750000,1900,2950,593,26 231 | 1,1,1,799000,2008,847,943,29 232 | 1,1,1.5,899000,1997,1453,619,3 233 | 1,1,1,598000,2005,534,1120,5 234 | 1,1,2,1088000,1998,1086,1002,6 235 | 1,1,1,798000,1926,769,1038,10 236 | 1,1,1,798000,1926,769,1038,10 237 | 1,1,1,1495000,1927,2275,657,10 238 | 1,4,4,4300000,2006,3321,1295,10 239 | 1,1,1,699000,2008,756,925,12 240 | 1,2,2,334905,2000,1047,320,12 241 | 1,1,1.5,849000,1996,1127,753,13 242 | 1,1,1.5,1365000,1996,1607,849,13 243 | 1,1,1,649000,2011,674,963,14 244 | 1,3,3,1245000,1907,1503,828,23 245 | 1,1,1,649000,1983,850,764,163 246 | 1,2,2,1700000,1987,1250,1360,11 247 | 1,2,2,1980000,2009,1469,1348,0 248 | 1,2,2,3600000,2009,1652,2179,0 249 | 1,2,3,4995000,2009,2230,2240,0 250 | 1,2,2,1298000,2008,1159,1120,0 251 | 1,2,2,2149000,2008,1317,1632,0 252 | 1,3,2,1995000,2006,1362,1465,3 253 | 1,2,2,1650000,1937,1640,1006,7 254 | 1,1,1,949000,2010,824,1152,8 255 | 1,1,1,187518,2000,670,280,12 256 | 1,3,2.5,1995000,2008,2354,847,23 257 | 1,3,2.5,1995000,2008,2354,847,23 258 | 1,2,2,2799000,2008,1328,2108,35 259 | 1,2,2.5,1050000,2000,1640,640,2 260 | 1,2,2,895000,2006,1113,804,3 261 | 1,1,1,998000,2006,872,1144,3 262 | 1,2,2,1659000,2000,1165,1424,4 263 | 1,1,1,788000,2004,903,873,4 264 | 1,2,2,1395000,2001,1334,1046,4 265 | 1,2,2,1299000,2004,1453,894,5 266 | 1,2,2.5,850000,2000,1136,748,5 267 | 1,3,2.5,2850000,2013,2075,1373,5 268 | 1,2,2,950000,2000,1258,755,6 269 | 1,2,2,1600000,2002,1173,1364,7 270 | 1,3,2,1275000,2001,1502,849,13 271 | 1,1,1.5,775000,2009,835,928,14 272 | 1,3,2,1399000,1892,1809,773,41 273 | 1,2,2,879000,1912,950,925,53 274 | 1,1,1,699000,1907,932,750,59 275 | 1,1,1,985000,1978,884,1114,11 276 | 1,1,1,725000,1978,1063,682,60 277 | 1,2,2,849000,1911,1100,772,66 278 | 1,1,1,618000,1973,705,877,72 279 | 1,2,2,5950000,1989,3700,1608,83 280 | 1,4,4,1800000,1948,2475,727,10 281 | 1,2,2.5,2350000,2008,1314,1788,19 282 | 1,1,1,740200,1920,989,748,41 283 | 1,1,1,699000,1982,780,896,51 284 | 1,2,2,958000,2005,915,1047,54 285 | 1,2,2,1200000,1909,1302,922,56 286 | 1,3,3,1575000,1993,2233,705,62 287 | 1,2,2,1199000,1964,1100,1090,68 288 | 1,1,1,529000,1966,791,669,69 289 | 1,1,1,699000,1984,880,794,73 290 | 1,3,2,1295000,1926,1675,773,77 291 | 1,4,4,1800000,1948,2347,767,87 292 | 1,1,1,795000,2000,990,803,7 293 | 1,2,2,779000,2007,808,964,7 294 | 1,1,1.5,378551,2000,1000,379,9 295 | 1,4,2.3,1398000,1904,2492,561,13 296 | 1,2,1.3,1097000,1904,1493,735,14 297 | 1,1,1,670000,2014,507,1321,20 298 | 1,2,2,1199000,2014,943,1271,20 299 | 1,2,2,1095000,2010,1135,965,30 300 | 1,1,2,795000,2014,616,1291,31 301 | 1,3,2,979000,1900,1440,680,33 302 | 1,3,3,1488888,1977,2100,709,38 303 | 1,3,2,1389000,1908,1546,898,55 304 | 1,3,2,1389000,1908,1546,898,55 305 | 1,4,2,1099000,1962,1267,867,69 306 | 1,3,3.5,1799000,1900,2449,735,75 307 | 1,3,2,1250000,1924,1450,862,83 308 | 1,3,2,998000,1907,1464,682,84 309 | 1,3,2.5,1300000,1975,1642,792,4 310 | 1,1,1,539000,2000,709,760,5 311 | 1,1,1,735000,1983,779,944,12 312 | 1,3,2,688000,1942,1441,477,34 313 | 1,2,1,859000,1890,1100,781,44 314 | 1,3,2,699000,1964,1250,559,48 315 | 1,2,1,750000,1924,980,765,48 316 | 1,3,2,549000,1915,1972,278,51 317 | 1,6,3,1600000,1926,2567,623,52 318 | 1,2,2,875000,1909,1700,515,54 319 | 1,4,3,900000,2003,1870,481,54 320 | 1,3,2,748000,1930,1522,491,54 321 | 1,2,1.5,749000,1949,1348,556,56 322 | 1,2,1,599000,1942,707,847,61 323 | 1,3,1,648800,1940,1325,490,66 324 | 1,2,2,649000,1924,1320,492,72 325 | 1,2,1,798888,1929,1025,779,74 326 | 1,5,2,899000,1972,1940,463,81 327 | 1,3,1.5,699000,1910,1625,430,94 328 | 1,3,2,749000,1907,1513,495,95 329 | 1,3,2,535000,1967,1824,293,102 330 | 1,2,1,699000,1913,900,777,108 331 | 1,2,1,699000,1913,900,777,108 332 | 1,2,1,500000,1958,1166,429,136 333 | 1,3,2.5,879000,1981,2111,416,139 334 | 1,3,2.5,879000,1981,2111,416,139 335 | 1,4,2.5,699900,1982,1752,399,140 336 | 1,2,1,688000,1950,1145,601,143 337 | 1,3,2,1195000,1907,1396,856,33 338 | 1,3,2,1195000,1907,1396,856,33 339 | 1,1,1,697000,1922,694,1004,50 340 | 1,5,3.5,3995000,1905,3350,1193,59 341 | 1,1,1,650000,1955,600,1083,74 342 | 1,1,1,650000,1955,600,1083,74 343 | 1,1,1,775000,1955,600,1292,74 344 | 1,1,1,825000,1955,600,1375,74 345 | 1,2,1,699000,1907,915,764,89 346 | 1,3,2,1495000,1927,1520,984,105 347 | 1,4,4.5,5200000,1952,4813,1080,238 348 | 1,2,2,989000,1984,988,1001,46 349 | 1,3,1,1095000,1895,1465,747,68 350 | 1,1,1,725000,1900,811,894,70 351 | 1,1,1,725000,1900,811,894,70 352 | 1,4,4,2650000,1900,3816,694,75 353 | 1,2,2,1680000,1962,1850,908,89 354 | 1,1,1,1199000,1906,1139,1053,91 355 | 1,3,2.5,799000,1947,1400,571,35 356 | 1,3,2,795000,1954,1350,589,36 357 | 1,2,1,699000,1944,995,703,41 358 | 1,3,2,848000,1940,1500,565,42 359 | 1,3,2,899000,1948,1665,540,52 360 | 1,3,2,899000,1948,1665,540,52 361 | 1,6,4,1198000,1937,1965,610,79 362 | 1,3,3,1100000,1925,2633,418,91 363 | 1,6,3.5,949000,1918,2473,384,97 364 | 1,5,5,2990000,2014,5000,598,108 365 | 1,4,3,1338800,1940,2330,575,119 366 | 1,3,2.5,1388000,1928,1905,729,160 367 | 1,3,2,989000,1940,1603,617,227 368 | 1,3,1,1295000,1890,1772,731,65 369 | 1,6,6,6895000,1902,7800,884,67 370 | 1,2,2,1725000,1922,1415,1219,86 371 | 1,3,3,1995000,1922,1915,1042,88 372 | 1,0,1,499000,1900,510,978,91 373 | 1,0,1,499000,1900,510,978,91 374 | 1,1,1,599000,1900,624,960,91 375 | 1,1,1,599000,1900,624,960,91 376 | 1,3,2,1200000,1929,1284,935,121 377 | 1,3,2,1395000,1909,1877,743,57 378 | 1,3,3,1785000,1925,1970,906,58 379 | 1,3,2,1099000,1905,1457,754,67 380 | 1,5,5.5,3495000,1921,4310,811,73 381 | 1,3,2,2395000,1929,2323,1031,73 382 | 1,4,2.5,2549000,1907,2746,928,75 383 | 1,3,2,995000,2000,1393,714,75 384 | 1,5,3.5,6495000,1906,4609,1409,89 385 | 1,4,3,1698000,1890,1789,949,102 386 | 1,5,2,6298000,1914,3585,1757,26 387 | 1,3,3,1139000,2008,1532,743,44 388 | 1,3,2,1080000,1914,1954,553,49 389 | 1,4,1,1050000,1932,1767,594,55 390 | 1,1,1,739900,1941,875,846,70 391 | 1,4,4,1595000,1925,2750,580,81 392 | 1,2,1,699000,1907,1200,583,14 393 | 1,2,1,799000,1938,1150,695,36 394 | 1,4,2.5,995000,1915,2180,456,62 395 | 1,2,1,829000,1925,1145,724,71 396 | 1,2,1,875000,1908,1158,756,84 397 | 1,5,3,950000,1939,1846,515,97 398 | 1,2,1,749000,1936,1450,517,110 399 | 1,2,1,749000,1936,1450,517,110 400 | 1,6,6.5,9500000,1937,5420,1753,3 401 | 1,4,3,3595000,1931,3017,1192,9 402 | 1,2,1.5,1425000,1925,1360,1048,14 403 | 1,1,1,865000,1993,960,901,17 404 | 1,2,2.5,2495000,1940,1809,1379,48 405 | 1,2,2,2000000,1925,1518,1318,50 406 | 1,4,3.5,9895000,2008,6024,1643,62 407 | 1,3,2,358000,1989,1325,270,5 408 | 1,3,2.5,899000,2015,1391,646,5 409 | 1,3,2.5,929000,2015,1391,668,5 410 | 1,4,4,850000,1928,2470,344,8 411 | 1,2,1,648000,1921,1125,576,11 412 | 1,2,1,480000,1915,680,706,13 413 | 1,1,1,499000,1900,1076,464,19 414 | 1,4,2,689000,1951,1473,468,21 415 | 1,2,2,669000,1986,1317,508,23 416 | 1,2,1.5,729000,1942,1012,720,27 417 | 1,2,2,767000,1916,1380,556,31 418 | 1,3,1,660000,1900,1520,434,35 419 | 1,2,1,995000,1908,600,1658,36 420 | 1,2,1,759900,1941,1175,647,43 421 | 1,6,3.5,995000,2001,3080,323,55 422 | 1,2,1,725000,1945,1040,697,60 423 | 1,4,3,3420000,1926,5113,669,98 424 | 1,3,2,1650000,1922,2025,815,106 425 | 1,3,3.5,2250000,1928,3258,691,127 426 | 1,3,1,1319000,1925,1752,753,141 427 | 1,5,3.5,1698000,1966,2769,613,176 428 | 1,3,2,1049000,1947,1626,645,179 429 | 1,2,2,599000,1990,862,695,181 430 | 1,5,3.5,2995000,1947,3890,770,181 431 | 1,3,2,995000,1956,1305,762,216 432 | 1,1,1,350000,1908,600,583,43 433 | 1,2,1,550000,1908,800,688,43 434 | 1,4,4,3760000,1900,3085,1219,49 435 | 1,3,2,1050000,1922,1266,829,52 436 | 1,2,2,1895000,1907,1756,1079,54 437 | 1,1,1,599000,1961,680,881,56 438 | 1,4,3,1895000,2001,2041,928,61 439 | 1,3,2,1799000,1926,1800,999,66 440 | 1,2,1,600000,1908,1350,444,92 441 | 1,2,1,1495000,1908,1700,879,98 442 | 1,3,2,1595000,1961,1515,1053,103 443 | 1,3,2,849000,1947,1622,523,106 444 | 1,4,3.5,1995000,1992,3312,602,108 445 | 1,3,2,1495000,1937,1635,914,112 446 | 1,3,3.5,2195000,1922,2168,1012,125 447 | 1,4,2,1798000,1951,2050,877,131 448 | 1,2,2,849000,1978,1555,546,139 449 | 1,3,2,1159000,1977,1731,670,143 450 | 1,3,2.5,995000,1976,1959,508,163 451 | 1,4,3,1388000,1968,2275,610,163 452 | 1,5,3.5,2250000,1962,3729,603,174 453 | 1,3,2,1080000,1989,1524,709,185 454 | 1,3,2.5,1095000,1968,1868,586,187 455 | 1,2,1,599000,1972,990,605,189 456 | 1,2,1,915000,1954,1251,731,24 457 | 1,2,1,915000,1954,1251,731,24 458 | 1,3,2,725000,1975,1474,492,34 459 | 1,3,2.5,1588000,2015,2001,794,43 460 | 1,2,1,795000,1941,1256,633,63 461 | 1,2,1,795000,1941,1256,633,63 462 | 1,4,2,848000,1949,1646,515,69 463 | 1,1,1,439000,2002,667,658,80 464 | 1,3,2,849900,1958,1310,649,118 465 | 1,2,1,599000,1941,1254,478,123 466 | 1,3,2.5,1539514,2014,2024,761,136 467 | 1,3,2.5,1339000,2015,2133,628,143 468 | 1,3,2.5,1294000,2015,2133,607,143 469 | 1,3,2.5,1611000,2015,2001,805,153 470 | 1,2,2,1495000,1913,1174,1273,35 471 | 1,1,1,699000,1908,750,932,36 472 | 1,2,2.5,3495000,1900,1968,1776,76 473 | 1,4,2,699000,1949,1550,451,11 474 | 1,2,1,699000,1949,1050,666,64 475 | 1,3,3,888000,1975,1555,571,79 476 | 1,1,1,599000,1945,631,949,84 477 | 1,3,3,758000,1989,2157,351,90 478 | 1,2,2,1698000,2008,1620,1048,1 479 | 1,2,2,1698000,2008,1620,1048,1 480 | 1,1,1,849000,2012,886,958,2 481 | 1,2,2,1675000,2012,1562,1072,2 482 | 1,2,2,1695000,2007,1610,1053,2 483 | 1,3,2,2219000,2012,1921,1155,13 484 | 1,1,1,788000,2004,903,873,4 485 | 1,2,2,1950000,1995,1930,1010,4 486 | 1,0,1,539000,2000,709,760,5 487 | 1,2,2,849000,1982,1030,824,24 488 | 1,2,2.5,2495000,1940,1809,1379,48 489 | 1,4,4,3760000,1894,3085,1219,49 490 | 1,3,2,1799000,1926,1800,999,66 491 | 1,5,2.5,1800000,1890,3073,586,76 492 | 1,2,1,695000,1923,1045,665,106 493 | 1,3,2,1650000,1922,1483,1113,106 494 | 1,1,1,649000,1983,850,764,163 495 | 1,3,2,995000,1956,1305,762,216 --------------------------------------------------------------------------------