Python - Linear Regression Projects
cammc1
| Id | SalePrice |
| 1461 | 120376.99431480978 |
| 1462 | 152387.63550460443 |
| 1463 | 185025.19376255534 |
| 1464 | 198385.6512576893 |
| 1465 | 185934.88524491753 |
| 1466 | 171991.62890395883 |
| 1467 | 178238.28501964756 |
| 1468 | 165430.06861397778 |
| 1469 | 191531.83879608993 |
| 1470 | 119192.30986728487 |
| 1471 | 186135.74920501842 |
| 1472 | 96849.56843943118 |
| 1473 | 95033.81103171718 |
| 1474 | 149262.89071130892 |
| 1475 | 121130.09597494922 |
| 1476 | 368183.8851825941 |
| 1477 | 247255.4355878823 |
| 1478 | 287260.42050495127 |
| 1479 | 288122.06700973515 |
| 1480 | 527607.209624423 |
| 1481 | 325882.9982904475 |
| 1482 | 204244.13085119607 |
| 1483 | 173869.0473482692 |
| 1484 | 165012.12177330407 |
| 1485 | 177729.42302556548 |
| 1486 | 193895.1600820535 |
| 1487 | 339523.6183064842 |
| 1488 | 242434.73435846157 |
| 1489 | 200284.98570260947 |
| 1490 | 228450.03849148322 |
| 1491 | 190356.74242012986 |
| 1492 | 91556.37854633981 |
| 1493 | 183096.41510662858 |
| 1494 | 286760.08856242825 |
| 1495 | 287953.8323462401 |
| 1496 | 235455.3850850236 |
| 1497 | 186063.06814232114 |
| 1498 | 165931.7110192832 |
| 1499 | 161277.97918071764 |
| 1500 | 155029.95012267373 |
| 1501 | 176304.65099733454 |
| 1502 | 150353.699654161 |
| 1503 | 284763.11666761385 |
| 1504 | 245964.44403522552 |
| 1505 | 229937.9926176226 |
| 1506 | 189549.43678351818 |
| 1507 | 260627.75112845007 |
| 1508 | 196867.86985125305 |
| 1509 | 163960.5791167443 |
| 1510 | 146243.19635391398 |
| 1511 | 145952.1481756644 |
| 1512 | 172130.15721100094 |
| 1513 | 145114.1467994535 |
| 1514 | 149858.316564234 |
| 1515 | 196722.63922708115 |
| 1516 | 149804.8791674604 |
| 1517 | 169836.5761185452 |
| 1518 | 133442.75197943466 |
| 1519 | 218538.4282343437 |
| 1520 | 131672.94469289487 |
| 1521 | 133381.33018994544 |
| 1522 | 175673.7698678989 |
| 1523 | 113604.0745934967 |
| 1524 | 122131.16670370857 |
| 1525 | 123708.3118277154 |
| 1526 | 110072.23575001974 |
| 1527 | 109052.6004033909 |
| 1528 | 135313.19758211714 |
| 1529 | 146845.09154501554 |
| 1530 | 182795.42538329755 |
| 1531 | 107655.10753172373 |
| 1532 | 99487.50979279299 |
| 1533 | 143664.8576965195 |
| 1534 | 121478.91669850514 |
| 1535 | 148051.49396791132 |
| 1536 | 105781.9770437255 |
| 1537 | 40613.34059202336 |
| 1538 | 149474.99930707697 |
| 1539 | 182147.13688672808 |
| 1540 | 95747.92398153203 |
| 1541 | 135699.17118675468 |
| 1542 | 137344.75003230516 |
| 1543 | 195352.95687568455 |
| 1544 | 84480.22804353632 |
| 1545 | 112723.20184874855 |
| 1546 | 125323.71498597038 |
| 1547 | 127044.02204248535 |
| 1548 | 136495.63329453964 |
| 1549 | 116711.43997729615 |
| 1550 | 132900.55457649098 |
| 1551 | 109588.31592562624 |
| 1552 | 137962.2575839998 |
| 1553 | 144716.26787666665 |
| 1554 | 120803.28894146868 |
| 1555 | 164258.93423925812 |
| 1556 | 84280.05061015616 |
| 1557 | 100712.5091570726 |
| 1558 | 95711.09256778697 |
| 1559 | 81099.08304295491 |
| 1560 | 129751.31235019724 |
| 1561 | 133928.10083693903 |
| 1562 | 130403.93558385744 |
| 1563 | 120820.00413206957 |
| 1564 | 156691.27967015334 |
| 1565 | 147250.1929098444 |
| 1566 | 240348.75523427443 |
| 1567 | 78448.93287478779 |
| 1568 | 231683.8729522711 |
| 1569 | 127672.44421312131 |
| 1570 | 136639.93739672954 |
| 1571 | 117277.43759658573 |
| 1572 | 145632.38047049707 |
| 1573 | 244562.5680176297 |
| 1574 | 120643.43204909573 |
| 1575 | 225811.63683002515 |
| 1576 | 239121.6339126625 |
| 1577 | 186107.54009300267 |
| 1578 | 145731.70405769476 |
| 1579 | 142226.57703616493 |
| 1580 | 193097.20776505757 |
| 1581 | 154108.8423763408 |
| 1582 | 127698.60578823727 |
| 1583 | 309937.1634163136 |
| 1584 | 226720.5851962669 |
| 1585 | 137902.89597321907 |
| 1586 | 78399.60234646166 |
| 1587 | 99718.55911649528 |
| 1588 | 154097.23283529625 |
| 1589 | 99215.74195732859 |
| 1590 | 135651.00848778873 |
| 1591 | 96530.68206142516 |
| 1592 | 118049.13653653106 |
| 1593 | 125465.68334490924 |
| 1594 | 128553.71961163459 |
| 1595 | 104687.34002016402 |
| 1596 | 233758.16363966107 |
| 1597 | 188640.99997549612 |
| 1598 | 211576.98345369773 |
| 1599 | 171589.95705901418 |
| 1600 | 162219.1143427731 |
| 1601 | 76397.87189476515 |
| 1602 | 112769.64188025898 |
| 1603 | 91850.31555945979 |
| 1604 | 260822.50889511712 |
| 1605 | 244125.3243055516 |
| 1606 | 169583.11699817886 |
| 1607 | 172908.56291351654 |
| 1608 | 208775.80399951478 |
| 1609 | 184639.38363276218 |
| 1610 | 154218.1560670105 |
| 1611 | 137807.47725864867 |
| 1612 | 174914.467458299 |
| 1613 | 166670.67569517303 |
| 1614 | 120931.82926680037 |
| 1615 | 90566.38007857272 |
| 1616 | 78128.65233901967 |
| 1617 | 93772.55036725024 |
| 1618 | 127908.38195305628 |
| 1619 | 138331.74178368022 |
| 1620 | 158168.79248045626 |
| 1621 | 136825.2168267464 |
| 1622 | 141054.5248167274 |
| 1623 | 265307.9424343009 |
| 1624 | 215616.66768192864 |
| 1625 | 120963.0827933935 |
| 1626 | 168927.7461604163 |
| 1627 | 192684.50038475453 |
| 1628 | 276962.01872924954 |
| 1629 | 177002.00288613027 |
| 1630 | 368496.716478469 |
| 1631 | 211405.93333234615 |
| 1632 | 234969.37928212108 |
| 1633 | 169503.01193706167 |
| 1634 | 186099.0182773577 |
| 1635 | 174170.8351919337 |
| 1636 | 154692.69865992828 |
| 1637 | 207031.55615894857 |
| 1638 | 184765.68756837107 |
| 1639 | 185850.76543297805 |
| 1640 | 261623.27312364025 |
| 1641 | 182559.39183669467 |
| 1642 | 236196.9182228653 |
| 1643 | 221949.25764019103 |
| 1644 | 230520.46929201222 |
| 1645 | 204402.3043411443 |
| 1646 | 160597.26168576605 |
| 1647 | 160692.17066922842 |
| 1648 | 129550.92632307306 |
| 1649 | 138523.59915036408 |
| 1650 | 116891.5019096039 |
| 1651 | 123856.07826912169 |
| 1652 | 99319.12433355064 |
| 1653 | 102253.33727517005 |
| 1654 | 149536.31655648068 |
| 1655 | 140969.10392446784 |
| 1656 | 142836.62757014003 |
| 1657 | 151111.84752709515 |
| 1658 | 145588.7955900576 |
| 1659 | 132739.47370826988 |
| 1660 | 155474.07095731454 |
| 1661 | 442712.1642762488 |
| 1662 | 424829.69860929355 |
| 1663 | 391031.1794995413 |
| 1664 | 519060.7221425729 |
| 1665 | 305924.2505156767 |
| 1666 | 326160.7300021873 |
| 1667 | 412328.7873394632 |
| 1668 | 336155.69601879385 |
| 1669 | 298658.71091560926 |
| 1670 | 346241.0074580851 |
| 1671 | 261022.51518554718 |
| 1672 | 450863.53385925456 |
| 1673 | 285383.58465853485 |
| 1674 | 242977.3535246873 |
| 1675 | 192587.88475034607 |
| 1676 | 191558.68870845455 |
| 1677 | 213380.73088027007 |
| 1678 | 473720.88001933205 |
| 1679 | 402330.0017334852 |
| 1680 | 331649.93037462246 |
| 1681 | 242382.73746000565 |
| 1682 | 314894.2995998626 |
| 1683 | 179698.80286214344 |
| 1684 | 171295.7687125869 |
| 1685 | 174252.93135604748 |
| 1686 | 168675.0084567317 |
| 1687 | 166993.23829690297 |
| 1688 | 190094.85265795898 |
| 1689 | 192527.32214458205 |
| 1690 | 192008.60235917717 |
| 1691 | 179165.5743963937 |
| 1692 | 258891.0187385935 |
| 1693 | 163220.13792792763 |
| 1694 | 184324.99856748397 |
| 1695 | 166677.45273857313 |
| 1696 | 272536.1108007669 |
| 1697 | 171842.93081843088 |
| 1698 | 346838.8266227901 |
| 1699 | 312582.115011301 |
| 1700 | 248777.01812836938 |
| 1701 | 263985.324279692 |
| 1702 | 247368.59291333106 |
| 1703 | 241820.14654587075 |
| 1704 | 288724.1963687061 |
| 1705 | 235675.61093812782 |
| 1706 | 450637.14185043436 |
| 1707 | 218554.8922658908 |
| 1708 | 201204.34503551075 |
| 1709 | 263367.27222694777 |
| 1710 | 221853.577398748 |
| 1711 | 264087.51255525125 |
| 1712 | 268774.9177210398 |
| 1713 | 275440.89844468684 |
| 1714 | 224384.92845138494 |
| 1715 | 207070.9377528998 |
| 1716 | 183324.76819588197 |
| 1717 | 173866.24375900824 |
| 1718 | 139956.90973870968 |
| 1719 | 202016.51702540496 |
| 1720 | 248296.84364096232 |
| 1721 | 165354.65108888663 |
| 1722 | 129141.68546838267 |
| 1723 | 154081.33953231145 |
| 1724 | 212999.3720676536 |
| 1725 | 240366.90830795214 |
| 1726 | 184636.8531191391 |
| 1727 | 153749.81435845213 |
| 1728 | 177037.50847590764 |
| 1729 | 166960.98243382236 |
| 1730 | 160297.7730055538 |
| 1731 | 122365.37845541138 |
| 1732 | 132668.81000808926 |
| 1733 | 117393.99602779189 |
| 1734 | 125213.3576229143 |
| 1735 | 131145.0317911724 |
| 1736 | 113267.02975806265 |
| 1737 | 325144.69396509946 |
| 1738 | 236787.7780880889 |
| 1739 | 262415.72143874544 |
| 1740 | 219972.5691980067 |
| 1741 | 192747.73556897457 |
| 1742 | 175723.35550752436 |
| 1743 | 176726.88476747644 |
| 1744 | 326126.88744364417 |
| 1745 | 214121.39339122805 |
| 1746 | 192521.6104232791 |
| 1747 | 212662.93438157337 |
| 1748 | 233543.12197634322 |
| 1749 | 144936.5021367752 |
| 1750 | 129558.517223199 |
| 1751 | 249075.4044331791 |
| 1752 | 120612.77268901058 |
| 1753 | 146094.82307207605 |
| 1754 | 199856.15300455198 |
| 1755 | 162292.42760686186 |
| 1756 | 132346.65601087778 |
| 1757 | 122160.75776634179 |
| 1758 | 142827.95943490227 |
| 1759 | 161775.82179185498 |
| 1760 | 167277.03451335922 |
| 1761 | 143059.45729121883 |
| 1762 | 181824.61785452918 |
| 1763 | 176954.6283823133 |
| 1764 | 114391.4457784647 |
| 1765 | 174061.93462592183 |
| 1766 | 186827.1011063234 |
| 1767 | 232253.01771238475 |
| 1768 | 144338.50883198966 |
| 1769 | 174395.28026022413 |
| 1770 | 150894.97796098577 |
| 1771 | 128564.09783345381 |
| 1772 | 132477.53826796493 |
| 1773 | 133692.36600379902 |
| 1774 | 147575.3504970897 |
| 1775 | 142215.5464862967 |
| 1776 | 123796.58100628889 |
| 1777 | 111955.0882439183 |
| 1778 | 141615.867747655 |
| 1779 | 114224.86563343495 |
| 1780 | 180308.79639760047 |
| 1781 | 128180.58876319582 |
| 1782 | 95592.4089358905 |
| 1783 | 143045.75467619795 |
| 1784 | 108223.69923858004 |
| 1785 | 128043.85286823659 |
| 1786 | 146203.37585006753 |
| 1787 | 167823.08273717022 |
| 1788 | 68238.76990274547 |
| 1789 | 102383.62894032072 |
| 1790 | 86983.80203634482 |
| 1791 | 191980.53897280231 |
| 1792 | 158824.16361113414 |
| 1793 | 125267.69348690989 |
| 1794 | 155546.5168962585 |
| 1795 | 134548.639389997 |
| 1796 | 127421.21898195217 |
| 1797 | 117978.46969521033 |
| 1798 | 126204.94161317697 |
| 1799 | 114195.4534343474 |
| 1800 | 124386.64848632326 |
| 1801 | 125281.52347925711 |
| 1802 | 129334.34490288861 |
| 1803 | 151390.07447634326 |
| 1804 | 139748.49155678655 |
| 1805 | 136410.0370010405 |
| 1806 | 121948.45653674971 |
| 1807 | 125709.90175940935 |
| 1808 | 121034.23615155344 |
| 1809 | 120554.27887730206 |
| 1810 | 141608.34658125034 |
| 1811 | 89176.01463109856 |
| 1812 | 98661.13529233208 |
| 1813 | 123827.31269560028 |
| 1814 | 97090.8733275512 |
| 1815 | 66987.67371508214 |
| 1816 | 100981.85288224091 |
| 1817 | 107290.86345990968 |
| 1818 | 137804.33802561276 |
| 1819 | 129830.25788589049 |
| 1820 | 69017.78345210687 |
| 1821 | 112020.68471524521 |
| 1822 | 151168.3001063847 |
| 1823 | 37872.021836005944 |
| 1824 | 131955.01531930373 |
| 1825 | 138407.63672823788 |
| 1826 | 99466.26502478654 |
| 1827 | 102985.92695603486 |
| 1828 | 131169.55972302493 |
| 1829 | 117689.28259795147 |
| 1830 | 141480.05440326678 |
| 1831 | 145869.40397160046 |
| 1832 | 82623.01848441221 |
| 1833 | 134786.03297152426 |
| 1834 | 118583.45351106259 |
| 1835 | 121902.69801597313 |
| 1836 | 129180.78037441325 |
| 1837 | 88719.61897622736 |
| 1838 | 118286.72915424853 |
| 1839 | 102352.65796795084 |
| 1840 | 151825.71088862346 |
| 1841 | 141823.05738775252 |
| 1842 | 87100.77187301492 |
| 1843 | 133639.64848871317 |
| 1844 | 136330.4251252802 |
| 1845 | 138640.28665671844 |
| 1846 | 152418.28012040223 |
| 1847 | 160282.83392852277 |
| 1848 | 39782.874651057464 |
| 1849 | 109139.5177897073 |
| 1850 | 119109.13783185721 |
| 1851 | 152931.70503975282 |
| 1852 | 125402.71722816043 |
| 1853 | 128674.74380702947 |
| 1854 | 165408.95957368333 |
| 1855 | 142531.359891223 |
| 1856 | 222100.53345571156 |
| 1857 | 147102.32899787792 |
| 1858 | 142012.3684963294 |
| 1859 | 119815.74594286004 |
| 1860 | 147926.16162554678 |
| 1861 | 119253.4688050483 |
| 1862 | 327739.2577340422 |
| 1863 | 315863.05927212787 |
| 1864 | 316194.9843821821 |
| 1865 | 333790.89021994284 |
| 1866 | 331871.4951720462 |
| 1867 | 223705.90313056848 |
| 1868 | 301419.62679032213 |
| 1869 | 204681.7610709563 |
| 1870 | 225952.9607120075 |
| 1871 | 249640.94599290655 |
| 1872 | 171391.1745083049 |
| 1873 | 242082.106874038 |
| 1874 | 152559.63763296945 |
| 1875 | 199303.3379967127 |
| 1876 | 201465.87021181037 |
| 1877 | 208780.3201965684 |
| 1878 | 209863.26725000588 |
| 1879 | 131438.76053263823 |
| 1880 | 135435.13447685912 |
| 1881 | 245943.56341992025 |
| 1882 | 248002.2976051945 |
| 1883 | 189897.7598497886 |
| 1884 | 202981.5901437713 |
| 1885 | 242659.28096547254 |
| 1886 | 295049.88914014585 |
| 1887 | 209858.01126939684 |
| 1888 | 269503.98814385146 |
| 1889 | 165653.8952685132 |
| 1890 | 121172.51914753632 |
| 1891 | 133752.81406682156 |
| 1892 | 99296.33623058004 |
| 1893 | 128909.13854824883 |
| 1894 | 123363.73519097516 |
| 1895 | 134595.80194900712 |
| 1896 | 126691.90287050688 |
| 1897 | 109183.35637383038 |
| 1898 | 113649.58846533454 |
| 1899 | 158738.11085068362 |
| 1900 | 149471.09028798234 |
| 1901 | 168859.9338383633 |
| 1902 | 146914.79123304153 |
| 1903 | 218805.40101520688 |
| 1904 | 149037.95868350807 |
| 1905 | 195932.01936517892 |
| 1906 | 165760.0239215011 |
| 1907 | 204038.56854618527 |
| 1908 | 113633.90108161293 |
| 1909 | 132073.81622429364 |
| 1910 | 122494.68647592612 |
| 1911 | 218034.08095811217 |
| 1912 | 341920.3096435152 |
| 1913 | 138931.8861157809 |
| 1914 | 76978.58221307253 |
| 1915 | 297222.4138229292 |
| 1916 | 69892.87008326132 |
| 1917 | 250537.89202069532 |
| 1918 | 141613.4845915884 |
| 1919 | 171609.7137380897 |
| 1920 | 150164.64469702166 |
| 1921 | 404969.3429116086 |
| 1922 | 319838.64418666833 |
| 1923 | 227246.9891490974 |
| 1924 | 230425.82867509944 |
| 1925 | 195163.99958884277 |
| 1926 | 389773.71051505447 |
| 1927 | 134670.00689483504 |
| 1928 | 158580.0741396347 |
| 1929 | 129264.64208951757 |
| 1930 | 129467.28652246947 |
| 1931 | 141053.85790146163 |
| 1932 | 136508.02904775998 |
| 1933 | 191638.80906244426 |
| 1934 | 185366.58143208 |
| 1935 | 171485.08433687477 |
| 1936 | 193891.8757675765 |
| 1937 | 178691.15874223917 |
| 1938 | 167652.4839222355 |
| 1939 | 234221.60035200007 |
| 1940 | 183563.6729206025 |
| 1941 | 176518.89047405258 |
| 1942 | 179525.15993899482 |
| 1943 | 204680.59481587727 |
| 1944 | 365405.4550433078 |
| 1945 | 386491.8176372692 |
| 1946 | 134364.43250185202 |
| 1947 | 303110.4860684271 |
| 1948 | 168078.36576849068 |
| 1949 | 245946.31643049454 |
| 1950 | 186839.63736467928 |
| 1951 | 251877.20131533634 |
| 1952 | 210132.04420435935 |
| 1953 | 164236.94913610074 |
| 1954 | 188931.28292188141 |
| 1955 | 132384.87704096298 |
| 1956 | 323267.71396483737 |
| 1957 | 156347.68811296363 |
| 1958 | 310604.115321542 |
| 1959 | 145917.92515312313 |
| 1960 | 113755.80443393161 |
| 1961 | 121220.50433388 |
| 1962 | 96988.27376676351 |
| 1963 | 105915.42094931284 |
| 1964 | 107031.8028087932 |
| 1965 | 144799.3770289379 |
| 1966 | 142758.48043795288 |
| 1967 | 287405.6207598167 |
| 1968 | 452073.18923377094 |
| 1969 | 399581.7954645073 |
| 1970 | 456087.3766116376 |
| 1971 | 479536.4046305413 |
| 1972 | 386562.31410985906 |
| 1973 | 256011.1458712284 |
| 1974 | 333610.30959336547 |
| 1975 | 525350.3696950765 |
| 1976 | 266257.2500679975 |
| 1977 | 361488.9973812772 |
| 1978 | 366271.7223431732 |
| 1979 | 322039.247889103 |
| 1980 | 192872.19662081357 |
| 1981 | 348341.73298003734 |
| 1982 | 217619.81083403624 |
| 1983 | 201411.18603565815 |
| 1984 | 164562.3734269286 |
| 1985 | 227923.58607903062 |
| 1986 | 212796.9172255369 |
| 1987 | 184540.78858709658 |
| 1988 | 176114.46656218576 |
| 1989 | 190244.4467509984 |
| 1990 | 211795.76040424468 |
| 1991 | 226119.33704778794 |
| 1992 | 216630.404279959 |
| 1993 | 168178.3509179899 |
| 1994 | 238032.79213718072 |
| 1995 | 184297.69933832454 |
| 1996 | 242593.5339050376 |
| 1997 | 301928.1132718339 |
| 1998 | 314937.7356393187 |
| 1999 | 263680.283723341 |
| 2000 | 314358.62382203573 |
| 2001 | 266304.8717946048 |
| 2002 | 246321.5991324346 |
| 2003 | 263799.7800564972 |
| 2004 | 283776.67278715025 |
| 2005 | 224356.81078949498 |
| 2006 | 220325.18292069956 |
| 2007 | 246682.54167789407 |
| 2008 | 213635.3252035534 |
| 2009 | 194911.07719504382 |
| 2010 | 190169.67736744432 |
| 2011 | 142308.82673056287 |
| 2012 | 172309.0549298857 |
| 2013 | 179108.83545345886 |
| 2014 | 183112.18549603786 |
| 2015 | 201901.509621985 |
| 2016 | 189964.46532295507 |
| 2017 | 190552.1520943698 |
| 2018 | 124442.87276928629 |
| 2019 | 139121.6560332969 |
| 2020 | 105094.383447985 |
| 2021 | 110095.64926468863 |
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| 2023 | 139476.2157331796 |
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| 2027 | 159359.70411616896 |
| 2028 | 154898.6116278399 |
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| 2030 | 265174.34399336495 |
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