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bart6114/creditset.csv

Created January 28, 2014 20:42
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creditset.csv
clientid income age loan LTI default10yr
1 66155.9250950813 59.0170150669292 8106.53213128514 0.122536751162261 0
2 34415.1539658196 48.1171531048603 6564.74501767738 0.190751580661163 0
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8 24500.1419843175 32.8975483207032 2971.00330971188 0.121264738449827 1
9 40654.8925372772 55.4968525394797 4755.8252798016 0.116980392346159 0
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1825 68648.2413951308 27.9200100218877 9425.70730928511 0.137304424960166 1
1826 41250.8285418153 39.0781830362976 7651.57727150651 0.185489056631923 0
1827 22415.6547617167 40.6872983798385 4371.71544106113 0.195029566949233 0
1828 24112.4993935227 35.9713375223801 3285.49994766361 0.136257129302248 0
1829 41692.6051769406 62.1212498066016 1708.71250339329 0.0409835868049413 0
1830 23516.7276975699 27.3626951933838 559.905322890733 0.0238088109064847 0
1831 53812.2264831327 44.9191522900946 3245.041667394 0.0603030552621931 0
1832 29750.2948017791 45.5444554327987 3627.98707739863 0.121947937039658 0
1833 22633.6769224145 37.5969303091988 553.520858639322 0.0244556313380599 0
1834 28713.8305185363 54.700845524203 1936.81325684877 0.0674522772431374 0
1835 63321.909266524 19.487914884463 8092.98277994622 0.127806992456317 1
1836 35276.5879873186 28.5721331895329 6820.31540371987 0.193338295817375 1
1837 35914.6093064919 60.8050912762992 520.996033494828 0.0145065209828317 0
1838 31568.1443247013 63.8639845149592 5067.4100131801 0.16052289805375 0
1839 39934.0674909763 31.6079666293226 184.744302350952 0.00462623303756118 0
1840 48614.8496787064 61.3012934881262 5984.95078361862 0.123109519481659 0
1841 29838.1248069927 25.8950840602629 5913.64955570739 0.198191059054807 1
1842 57745.3588764183 36.7296103164554 5540.4640473639 0.0959464821964502 0
1843 44447.529297322 32.718134177383 2714.40310755089 0.0610698311123997 0
1844 51768.0053412914 30.5445114676841 6632.03620259732 0.128110715467483 1
1845 34891.1404423416 55.04893522989 6152.31449154773 0.176328844903037 0
1846 45382.8078974038 42.5163445896469 2742.45497541323 0.0604293806944042 0
1847 40719.4903166965 22.926914404612 6415.0862444378 0.157543382653967 1
1848 55145.7850076258 57.8824586365372 8968.67887727982 0.16263580028899 0
1849 48752.4240789935 30.7633609133773 8934.78576079228 0.183268543658778 1
1850 55763.4274172597 30.5854479665868 7913.83773387785 0.141918065305799 1
1851 36431.1614120379 46.4527970384806 6783.36136263992 0.186196681624278 0
1852 40522.8282837197 63.8871408342384 7720.7804890635 0.190529161365703 0
1853 42465.6697479077 58.0165700819343 7314.97632170726 0.172256233450025 0
1854 38561.9440395385 45.8798310379498 4831.11117052535 0.125281836558133 0
1855 54957.449673675 59.5063672428951 6976.4632747324 0.126942995283753 0
1856 24822.0698372461 29.0203788527288 2361.16680223744 0.0951236870139837 0
1857 25252.4877362885 23.7883037473075 434.867451613447 0.0172207766678184 0
1858 25671.7425817624 18.7464559949003 2272.14762045204 0.0885077284183353 0
1859 60672.1455859952 43.0559086166322 6279.6870072868 0.103501976840198 0
1860 60729.9492391758 40.7735017831437 5006.85008745642 0.0824444964993745 0
1861 40240.7275559381 26.9590053195134 7498.63044685585 0.18634430593811 1
1862 57513.8174626045 33.0920195085928 6921.4910285276 0.120344837708399 1
1863 64287.3976309784 45.883906444069 6301.59477822413 0.0980222409125417 0
1864 48428.0336461961 33.9323933101259 7718.4797951852 0.159380408702418 1
1865 55313.8322476298 25.2125648357905 9733.11318882571 0.175961649976671 1
1866 27045.3995722346 50.2212005364709 2503.7883995275 0.0925772382412106 0
1867 58216.0719833337 27.4044806477614 9581.83330584003 0.164590859180316 1
1868 34722.9648311622 22.2233869540505 4073.41190141951 0.117311753798276 0
1869 58503.7710075267 42.3725129328668 7050.43252621121 0.12051244569011 0
1870 55299.7872396372 62.1931477542967 8052.38128314598 0.14561324166134 0
1871 49501.9059209153 50.7881118520163 2226.81958036494 0.0449845220893621 0
1872 61765.7090350986 59.9558734656312 3649.64310307051 0.0590885000769049 0
1873 48430.993668735 18.5080935861915 6069.64909380359 0.125325718801469 1
1874 66366.9574237429 41.5761699704453 465.011565756224 0.00700667295604944 0
1875 55320.7800071687 29.417216334492 5990.71697318827 0.108290536981076 0
1876 48774.2881570011 62.8408491262235 3728.48334170117 0.0764436239376664 0
1877 61679.9531551078 24.1914257979952 3060.03016771304 0.0496114217210561 0
1878 61485.1795998402 60.1881995359436 3211.67028085464 0.0522348686587065 0
1879 24402.4401693605 52.0275973733515 101.218538140203 0.00414788592606783 0
1880 21258.9027755894 54.224563381169 706.619738681604 0.0332387680653483 0
1881 48763.6805442162 28.0602953033522 8172.05250385158 0.167584817484021 1
1882 24406.89381212 37.9053184995428 1733.40311054441 0.0710210452787578 0
1883 61693.5863089748 25.684226048179 1568.8636891672 0.0254299317486584 0
1884 22748.0330434628 26.94071725104 108.629911344562 0.00477535403333604 0
1885 21479.9467171542 24.3142805024981 1098.07336472188 0.0511208607349545 0
1886 51286.6564025171 45.8598271403462 1134.23438387685 0.0221155845094472 0
1887 27153.6639239639 48.8180328309536 3177.51737249819 0.117019838700071 0
1888 36370.493976865 39.6707891300321 2855.21609958669 0.0785036381799728 0
1889 32400.5449586548 61.6792393168435 3591.79750534862 0.110856083128601 0
1890 60434.1644258238 63.2186164692976 2474.24811229965 0.0409412148874253 0
1891 57303.4797608852 52.1553658470511 10491.6321514839 0.18308891877532 0
1892 42994.6822393686 36.4256107308902 4453.82461699056 0.10359012754634 0
1893 68339.807940647 23.3653235542588 2505.86839812077 0.0366677705664188 0
1894 49292.3031374812 20.6223270054907 967.134588168133 0.0196203976403922 0
1895 57802.429695148 43.041728856042 6796.59093473349 0.117583135701716 0
1896 50779.3807936832 39.4359148116782 6859.83659559904 0.135090985521674 0
1897 35993.9897595905 53.9390205498785 93.8958048837421 0.00260865231975913 0
1898 21771.129341796 33.6877787308767 350.445548395119 0.0160968015436083 0
1899 61414.8012641817 56.8891891599633 9743.60925907749 0.158652459317818 0
1900 35784.6634858288 46.5478702839464 110.202890548355 0.00307961232028902 0
1901 24791.186703369 39.6432714527473 4844.68098269435 0.195419486798346 0
1902 49048.7573598512 52.0517937075347 6363.11366818686 0.129730374645442 0
1903 69852.0587221719 62.2023131446913 9246.26505750173 0.132369256205857 0
1904 21217.7474563941 21.3656869572587 2690.76813397945 0.126816861191764 1
1905 48031.067410484 43.6701637604274 7826.32590939549 0.162942993594334 0
1906 64072.3132225685 61.1583992317319 2426.00862229376 0.037863602861762 0
1907 56689.4638980739 41.0034003201872 5740.59169753091 0.101263820519671 0
1908 45769.2595245317 55.8271972807124 8236.47651886542 0.179956516763195 0
1909 35020.4887730069 24.9919104841538 6832.80304188882 0.195108728669584 1
1910 56751.9285064191 59.2044248851016 7877.33004149761 0.138802860956639 0
1911 27363.6317974888 44.3864208948798 3215.26309296887 0.117501328652725 0
1912 48455.7174076326 27.4762682910077 1780.50733427706 0.0367450412362814 0
1913 21424.0913325921 36.9184383805841 1795.22395778984 0.0837946370709687 0
1914 69992.3327122815 41.771231430117 52.8721902798509 0.000755399744957685 0
1915 68110.2399528027 32.1715747234412 11029.6677096989 0.1619384650141 1
1916 48015.5547428876 28.241796202492 54.0082423765092 0.00112480721436441 0
1917 23102.2177892737 35.7616833699867 1779.57452843508 0.0770304628182203 0
1918 46134.8541360348 54.8654459267855 8716.61125941204 0.188937657279894 0
1919 48547.961381264 56.6414742642082 1940.87069929917 0.0399784181267023 0
1920 26095.0269107707 58.1020908914506 5143.49041556889 0.197106154868379 0
1921 64057.8447887674 59.8584348168224 5774.28195812957 0.0901416833046824 0
1922 24454.1906216182 52.390862160828 864.968737910834 0.0353709820657969 0
1923 40506.9440067746 52.2415141249076 5961.53181600807 0.147173082595691 0
1924 43421.0457419977 27.2174402140081 4705.75708282464 0.108375028800219 0
1925 55881.5417974256 33.306685289368 8383.07416484486 0.150015083607286 1
1926 45917.6006889902 45.1571206594817 8253.27385804066 0.179740964993834 0
1927 52901.9095399417 60.2613593284041 729.377377156309 0.0137873544357717 0
1928 41183.8246555999 56.0323648834601 7606.99323855966 0.184708275692537 0
1929 25379.9154818989 24.9290873506106 4693.11169707689 0.184914394235238 1
1930 27514.0884728171 36.2786843804643 192.144610510401 0.0069834990426898 0
1931 44241.2830004469 19.9825388290919 8733.17929515131 0.19739887053147 1
1932 29076.3377142139 41.2224626955576 286.264434196967 0.00984527133405209 0
1933 60536.9128682651 32.3261754103005 3132.55183069445 0.0517461443319917 0
1934 47881.9559956901 38.0998123502359 5575.63564838086 0.116445444477722 0
1935 49144.3710564636 51.8938202257268 1633.03577963806 0.0332293555606157 0
1936 33707.801036071 59.9176435545087 321.578931158535 0.00954019310884178 0
1937 46442.2827865928 28.8459583232179 1484.56154845106 0.0319657316431403 0
1938 25602.9572500847 28.4463765965775 2214.92249276823 0.0865104163996875 0
1939 61236.396075692 36.0016917237081 6562.90383728173 0.107173254108056 0
1940 48187.347878702 55.5330095859244 2003.41184966425 0.0415754744317383 0
1941 29933.2019337453 18.6590213244781 5953.52187129338 0.198893585940823 1
1942 41027.9073566198 44.7719354680739 4369.21887593705 0.106493827188388 0
1943 49990.6601081602 45.5427551227622 1896.75499382091 0.0379421873949468 0
1944 59792.5085853785 24.187499135267 660.241452576494 0.0110422102734447 0
1945 35879.519993905 41.0729347174056 5335.40349911225 0.148703313199803 0
1946 29102.221718058 27.1292334017344 1890.4474777119 0.0649588713888079 0
1947 30047.8194071911 51.0773245901801 5768.74273499065 0.191985403560102 0
1948 59299.162721727 36.9842769200914 4944.05626409444 0.0833748072851449 0
1949 64484.0147974901 33.0994235407561 1391.60180153852 0.0215805700980127 0
1950 36352.4222909473 43.7188643151894 6239.24752554114 0.171632236102596 0
1951 66034.75430049 60.7262946041301 3913.78212393816 0.0592685195151716 0
1952 51650.2713714726 40.1050568986684 3743.00343686135 0.0724682240281254 0
1953 31898.1599109247 41.3171591130085 2015.18296932815 0.0631755240727216 0
1954 58780.2334968001 18.7017336832359 5029.70763593419 0.0855680104810745 0
1955 67754.1046682745 42.9807849037461 2989.95099658697 0.0441294444259256 0
1956 48500.2681543119 61.3048002463765 7054.60614935761 0.145454992679879 0
1957 55704.7981582582 48.5166189149022 5594.33297100715 0.100428206473589 0
1958 50458.9582025073 52.314565026667 9852.88942721623 0.195265415264294 0
1959 48263.0034256727 28.5496045635082 7798.79346298211 0.161589476605877 1
1960 38755.1627052017 56.3554266071878 4244.49803308998 0.109520841529593 0
1961 68131.6642952152 57.4052578895353 7813.23982954838 0.114678540593013 0
1962 28991.4239360951 37.16515693767 1249.34756391816 0.0430936944205314 0
1963 35108.5579534993 40.7434128201567 4002.99127617087 0.114017536165193 0
1964 28858.5988734849 23.6945897238329 3764.81517420233 0.130457309819758 1
1965 22800.7967746817 28.198256640695 3740.90093568767 0.164068868849427 1
1966 29572.9758962989 39.2304778043181 5006.25382336323 0.169284749729559 0
1967 21982.0173736662 34.9155162875541 4265.17370408717 0.19403013070114 1
1968 45576.8383620307 38.6710497550666 4952.65334579666 0.108666013786569 0
1969 55068.6689373106 51.757359795738 4852.7665976795 0.0881220972165465 0
1970 56441.0162437707 43.2069911067374 9043.75604444505 0.16023375634104 0
1971 68047.9253106751 47.6945198583417 4023.06476529586 0.0591210495680571 0
1972 36275.7358630188 30.3081837417558 644.384194795452 0.0177635044325143 0
1973 52389.3668479286 54.9693128112704 10398.8205918487 0.198491053003818 0
1974 23678.3761112019 47.466485101264 1779.81459661176 0.075166244013235 0
1975 37707.6429477893 31.344047871884 268.290970767796 0.00711502893827856 0
1976 57753.5689622164 54.2359153465368 5067.44996385047 0.0877426288090646 0
1977 30529.9632879905 47.6044022589922 6046.84084474272 0.198062499705702 0
1978 44022.268736735 31.1926267999224 1707.67286964925 0.0387911145575345 0
1979 58533.8846826926 40.5189625560306 7832.44332069255 0.133810413628817 0
1980 33702.531834133 48.1484035900794 922.036589731527 0.0273580808192492 0
1981 40236.8720667437 52.5807728450745 4354.31441194398 0.108217020565644 0
1982 62619.1559876315 43.9994611074217 3959.61177187414 0.0632332344539464 0
1983 50738.3621926419 45.9931990671903 9719.56279821605 0.191562407184392 0
1984 64466.7601375841 33.3271440174431 8537.36966588191 0.132430568058044 1
1985 64636.4021860063 60.8869659984484 2583.1064251157 0.0399636480025947 0
1986 22371.522190515 39.1422253237106 2291.85642755991 0.102445260901004 0
1987 67994.9884698726 38.6222593844868 7289.01410909009 0.107199284434319 0
1988 49640.0047023781 20.5424086316489 5760.858733716 0.116052743513137 0
1989 42067.246446386 24.2706115185283 4601.60618266029 0.109386911941692 0
1990 43662.0926880278 25.2526092599146 7269.59689733384 0.166496758395806 1
1991 34237.5754192472 34.1016539284028 2658.09063160486 0.0776366491802037 0
1992 26300.4465540871 45.5393852195702 2317.39367782209 0.0881123319733888 0
1993 30803.8061647676 23.2500841193832 623.024152762279 0.0202255574986339 0
1994 54421.4101554826 26.8219283991493 3273.63182294932 0.0601533810608089 0
1995 24254.7007906251 37.7516222363338 2225.28464348945 0.0917465304024518 0
1996 59221.0448742844 48.5181794138625 1926.72939690377 0.0325345390476286 0
1997 69516.1275728606 23.1621044706553 3503.17615632626 0.0503937183879316 0
1998 44311.4492623135 28.0171668957919 5522.78669325514 0.124635659297928 1
1999 43756.0566049069 63.9717958411202 1622.72259832146 0.0370856682304293 0
2000 69436.5795515478 56.1526170284487 7378.83359873059 0.106267239060253 0
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