research paper-1

"","ofp","ofnp","opp","opnp","emr","hosp","numchron","adldiff","age","black","sex","maried","school","faminc","employed","privins","medicaid","region","hlth" "1",5,0,0,0,0,1,2,0,6.9,"yes","male","yes",6,2.881,"yes","yes","no","other","other" "2",1,0,2,0,2,0,2,0,7.4,"no","female","yes",10,2.7478,"no","yes","no","other","other" "3",13,0,0,0,3,3,4,1,6.6,"yes","female","no",10,0.6532,"no","no","yes","other","poor" "4",16,0,5,0,1,1,2,1,7.6,"no","male","yes",3,0.6588,"no","yes","no","other","poor" "5",3,0,0,0,0,0,2,1,7.9,"no","female","yes",6,0.6588,"no","yes","no","other","other" "6",17,0,0,0,0,0,5,1,6.6,"no","female","no",7,0.3301,"no","no","yes","other","poor" "7",9,0,0,0,0,0,0,0,7.5,"no","female","no",8,0.828,"no","yes","no","midwest","other" "8",3,0,0,0,0,0,0,0,8.7,"no","female","no",8,3.0456,"no","yes","no","midwest","other" "9",1,0,0,0,0,0,0,0,7.3,"no","female","no",8,3.0456,"no","yes","no","midwest","other" 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"1791",30,3,0,0,0,1,3,0,6.6,"no","female","yes",12,2.7551,"no","yes","no","midwest","other" "1792",0,0,9,1,0,1,2,0,6.8,"yes","female","no",8,0.6708,"yes","no","no","midwest","other" "1793",2,28,0,0,0,1,1,0,6.6,"no","male","yes",12,3.3666,"no","yes","no","midwest","other" "1794",4,0,0,0,1,0,1,0,6.7,"no","male","yes",12,4.7062,"no","yes","no","midwest","excellent" "1795",0,14,4,0,0,0,1,0,6.7,"yes","female","no",12,0.4104,"no","no","no","midwest","other" "1796",10,0,0,2,0,2,1,0,6.9,"yes","female","no",12,0.4183,"no","yes","no","midwest","other" "1797",0,1,9,0,1,1,2,1,8.8,"yes","female","no",5,0.522,"no","no","no","midwest","other" "1798",4,0,0,0,0,0,0,1,8.2,"yes","female","no",7,0.6565,"no","yes","no","midwest","other" "1799",1,0,1,0,0,0,0,0,6.9,"yes","female","no",12,0,"no","yes","no","midwest","other" "1800",6,0,0,0,0,0,1,0,8.8,"no","female","no",6,1.6473,"no","yes","no","midwest","other" "1801",15,0,0,0,0,0,1,0,7.7,"no","female","no",8,1.6473,"no","yes","no","midwest","other" "1802",1,0,0,0,0,0,0,0,6.6,"no","female","yes",11,4.4902,"no","yes","no","midwest","other" "1803",5,0,1,0,0,0,2,1,7.6,"no","female","no",8,0.4884,"no","yes","no","midwest","other" "1804",6,3,1,0,0,0,2,0,8.2,"no","female","no",12,0.5616,"no","yes","no","noreast","other" "1805",9,0,2,1,0,0,1,0,7.8,"no","female","no",14,1.7469,"no","yes","no","noreast","other" "1806",1,0,0,0,3,0,1,0,8.1,"no","female","no",10,2.0062,"no","yes","no","noreast","excellent" "1807",4,1,0,1,2,1,2,0,7.5,"no","male","yes",12,2.2076,"no","yes","no","noreast","other" "1808",0,0,8,0,0,0,1,1,7.8,"no","female","yes",12,2.2076,"no","yes","no","noreast","other" "1809",14,0,6,0,0,1,3,0,7.6,"no","male","yes",12,1.3856,"no","yes","no","noreast","other" "1810",9,12,0,0,0,0,5,0,7.1,"no","female","yes",12,1.3856,"no","yes","no","noreast","other" "1811",3,0,0,0,0,0,0,0,7.1,"no","female","no",12,3.9414,"no","yes","no","noreast","excellent" "1812",3,1,0,0,0,0,1,0,7.3,"no","female","no",16,2.498,"no","yes","no","noreast","other" "1813",0,4,3,1,0,0,2,1,7.5,"yes","female","no",0,1.0344,"no","yes","no","noreast","other" "1814",14,0,2,0,0,0,0,1,7.2,"yes","female","no",8,0.6,"no","no","yes","noreast","other" "1815",7,0,0,1,0,1,1,0,7.9,"no","female","no",8,1.0267,"no","yes","no","noreast","other" "1816",18,0,0,3,0,0,3,1,8.1,"no","female","no",12,0.64,"no","yes","no","noreast","other" "1817",4,1,0,0,2,1,3,1,6.6,"yes","male","no",12,0.8364,"no","yes","no","noreast","poor" "1818",5,1,0,0,0,0,6,0,7.2,"no","male","yes",10,1.6957,"no","yes","no","noreast","poor" "1819",9,0,0,0,0,0,2,0,7.1,"no","female","yes",8,1.6957,"no","yes","no","noreast","poor" "1820",0,2,0,0,0,0,2,0,7.3,"no","male","yes",14,1.4518,"no","yes","no","noreast","other" "1821",14,1,2,3,0,1,1,0,7.8,"no","female","no",12,0.755,"no","yes","no","noreast","other" "1822",5,0,5,0,0,0,4,0,7.1,"no","male","no",10,1.0062,"no","yes","no","noreast","other" "1823",9,1,0,0,0,0,3,1,7.3,"no","female","no",12,2.1808,"no","yes","no","noreast","other" "1824",38,39,2,1,0,3,2,0,7,"no","female","no",10,0.4052,"no","yes","no","noreast","other" "1825",10,3,1,0,1,2,2,0,7.6,"no","male","yes",8,1.7414,"no","yes","no","noreast","other" "1826",0,0,2,0,0,0,2,0,8.4,"no","female","yes",8,1.7414,"no","yes","no","noreast","other" "1827",16,0,0,0,0,1,1,0,7.8,"no","female","no",12,0.5008,"no","yes","no","noreast","other" "1828",7,1,0,0,0,1,1,0,7.9,"no","male","no",12,2.4167,"no","yes","no","noreast","other" "1829",0,0,0,0,0,0,2,0,7.4,"no","male","no",12,1.2996,"no","yes","no","noreast","other" "1830",3,0,21,0,0,1,5,0,6.7,"no","male","yes",12,6.8287,"no","no","no","midwest","poor" "1831",20,0,1,46,0,0,5,1,7.5,"no","male","no",8,0.732,"no","yes","no","midwest","other" "1832",2,1,2,0,0,0,1,0,7.2,"no","female","no",12,0.4502,"no","yes","no","midwest","excellent" "1833",29,36,3,3,0,2,2,0,6.7,"no","female","yes",12,2.4856,"no","yes","no","midwest","other" "1834",6,0,1,1,0,0,0,0,7.8,"no","male","yes",8,0.432,"no","yes","no","midwest","other" "1835",5,0,0,3,0,0,0,0,6.6,"no","male","yes",8,3.4009,"no","yes","no","midwest","excellent" "1836",10,23,2,0,0,0,0,0,7.7,"no","female","no",9,0.7364,"no","yes","no","midwest","other" "1837",3,0,0,0,0,0,4,1,8.6,"no","male","yes",8,3.2208,"no","yes","no","midwest","poor" "1838",22,0,3,3,2,2,7,1,7.7,"no","female","yes",10,3.2208,"no","yes","no","midwest","poor" "1839",1,0,0,0,0,1,1,0,7.7,"no","male","no",14,0.8676,"no","yes","no","midwest","other" "1840",7,0,0,0,0,0,0,0,6.8,"no","female","no",12,0.6372,"no","yes","no","midwest","other" "1841",3,0,2,6,0,0,1,0,6.8,"no","female","no",8,0.791,"no","yes","no","midwest","other" "1842",2,1,1,0,0,1,0,0,7.3,"no","male","yes",12,2.25,"no","yes","no","midwest","other" "1843",15,0,0,4,0,0,6,0,7.2,"no","female","yes",13,2.25,"no","yes","no","midwest","other" "1844",8,25,1,0,2,0,2,0,7.6,"no","female","no",12,10.3064,"no","yes","no","midwest","other" "1845",8,21,0,0,2,0,3,0,6.9,"no","female","no",8,1.0968,"no","yes","no","midwest","other" "1846",5,0,0,0,0,0,1,1,8.1,"no","female","no",16,0.8355,"no","yes","no","midwest","excellent" "1847",14,1,0,0,0,0,2,0,7.3,"no","male","yes",12,2.5332,"no","yes","no","midwest","other" "1848",8,0,0,5,0,1,0,0,7.7,"no","male","no",12,2.7083,"yes","no","no","noreast","other" "1849",15,0,1,9,0,1,0,0,7.3,"no","female","no",12,2.7083,"no","yes","no","noreast","other" "1850",7,2,0,1,0,0,0,0,6.9,"no","male","no",12,1.5828,"no","yes","no","noreast","other" "1851",5,0,2,0,1,1,1,1,8.1,"no","female","no",9,0.5878,"no","no","yes","noreast","other" "1852",6,0,0,0,0,0,4,1,7.9,"no","female","no",9,0.5808,"no","no","yes","noreast","other" "1853",12,0,0,0,0,0,1,0,7.1,"no","male","yes",12,1.6977,"no","yes","no","noreast","other" "1854",1,1,0,0,0,0,0,0,6.6,"no","female","yes",12,1.6977,"yes","yes","no","noreast","other" "1855",9,0,1,0,0,0,2,0,7.8,"no","male","yes",18,2.5807,"no","yes","no","noreast","excellent" "1856",4,1,0,0,0,0,2,0,7.5,"no","female","yes",15,2.5807,"no","yes","no","noreast","excellent" "1857",6,0,1,0,0,0,0,0,6.6,"no","male","yes",12,2.4068,"no","yes","no","noreast","other" "1858",1,0,0,0,2,2,2,0,7.5,"no","male","yes",8,0.936,"no","no","no","noreast","other" "1859",1,0,0,1,0,0,2,0,7.4,"no","female","yes",8,0.936,"no","no","no","noreast","other" "1860",6,0,0,0,0,0,3,1,8.8,"no","male","yes",8,1.318,"no","yes","no","noreast","poor" "1861",1,0,1,1,0,0,5,1,8.4,"no","female","yes",5,1.318,"no","yes","no","noreast","other" "1862",8,7,0,1,1,0,1,1,8.2,"no","female","no",6,0.5806,"no","no","yes","noreast","other" "1863",15,0,0,0,4,1,3,1,7.6,"no","female","no",6,0.5748,"no","no","yes","noreast","other" "1864",4,0,0,0,0,0,0,1,9,"no","female","no",8,0.6012,"no","yes","no","noreast","other" "1865",3,0,0,0,0,0,0,0,7.6,"no","male","yes",11,1.8952,"no","yes","no","noreast","other" "1866",3,12,0,1,0,0,0,0,7.4,"no","female","yes",11,1.8952,"no","yes","no","noreast","other" "1867",2,0,0,0,0,0,0,0,8.2,"no","male","yes",8,3.9488,"no","yes","no","noreast","other" "1868",4,0,0,0,0,0,0,0,7.7,"no","female","yes",8,3.9488,"no","yes","no","noreast","other" "1869",4,8,0,0,0,0,3,0,8.5,"no","male","yes",10,1.812,"no","yes","no","noreast","other" "1870",6,5,0,0,0,0,1,0,7.6,"no","female","yes",12,1.812,"no","yes","no","noreast","other" "1871",1,0,0,0,0,0,0,0,8.5,"no","female","no",9,0.5818,"no","no","yes","noreast","other" "1872",4,0,0,0,0,0,2,0,6.8,"no","female","no",15,0.8412,"no","yes","no","noreast","other" "1873",4,0,0,0,0,0,3,0,7,"no","female","yes",6,1.5072,"no","yes","no","noreast","other" "1874",11,0,2,2,1,0,1,1,7.8,"no","female","no",2,0.5308,"no","yes","no","noreast","poor" "1875",2,0,0,0,0,0,2,0,6.7,"no","female","no",8,1.0305,"no","yes","no","noreast","other" "1876",6,0,0,2,2,0,1,0,7.1,"no","female","no",12,0.7224,"no","yes","no","noreast","other" "1877",0,0,0,0,0,0,0,0,7.8,"no","male","no",12,1.4188,"no","no","no","noreast","excellent" "1878",0,0,0,0,1,0,1,0,6.7,"no","male","yes",12,3.8887,"no","yes","no","noreast","other" "1879",7,0,2,0,0,2,1,0,7.1,"no","male","no",12,1.0464,"no","yes","no","noreast","poor" "1880",28,0,0,1,0,0,0,0,7.5,"no","female","no",15,2.9132,"no","yes","no","noreast","other" "1881",5,0,0,0,0,0,0,0,7.2,"no","male","yes",16,6.8436,"no","yes","no","noreast","other" "1882",1,4,0,1,0,0,0,0,6.9,"no","female","yes",12,6.8436,"no","yes","no","noreast","other" "1883",10,0,1,2,0,1,3,0,7.7,"no","male","no",11,1.3976,"no","yes","no","noreast","other" "1884",6,13,1,1,0,0,3,0,7.2,"no","male","yes",8,2.3343,"no","yes","no","noreast","other" "1885",6,12,0,0,1,0,1,0,7,"no","female","yes",12,2.3343,"no","yes","no","noreast","other" "1886",5,0,0,0,0,0,1,0,6.9,"no","female","yes",12,3.6756,"no","yes","no","noreast","other" "1887",1,0,0,0,0,0,0,0,7.2,"no","male","no",10,3.412,"no","no","no","noreast","other" "1888",4,0,5,0,0,0,0,0,8,"no","male","yes",14,1.8327,"no","yes","no","noreast","other" "1889",2,0,0,0,0,0,3,0,7.9,"no","female","yes",13,1.8327,"no","yes","no","noreast","poor" "1890",5,0,0,0,0,0,1,0,7.2,"no","female","yes",7,1.146,"yes","no","no","noreast","other" "1891",11,6,0,1,4,3,2,0,6.6,"no","male","no",12,3.7897,"no","yes","no","noreast","other" "1892",5,0,1,0,5,2,5,1,9.5,"no","male","no",3,2.2978,"no","yes","no","noreast","other" "1893",0,0,0,0,0,0,0,0,6.9,"no","male","yes",8,0.8686,"no","no","no","noreast","excellent" "1894",0,1,0,0,0,0,0,0,7.1,"no","male","yes",11,2.1688,"no","yes","no","noreast","other" "1895",14,4,1,1,0,1,3,1,7.5,"no","female","yes",8,2.1688,"no","yes","no","noreast","other" "1896",4,0,1,0,0,0,0,0,6.6,"no","male","yes",16,7.8424,"yes","yes","no","noreast","other" "1897",5,1,0,0,0,0,2,1,7.3,"no","female","no",11,0.8268,"no","yes","no","noreast","other" "1898",4,1,0,2,0,0,1,0,7.4,"no","male","yes",13,0.9684,"no","yes","no","noreast","other" "1899",2,0,2,0,0,0,0,1,8.1,"no","male","no",5,0.9296,"no","no","no","noreast","other" "1900",13,0,0,1,1,0,2,1,7.1,"no","female","no",12,0.6624,"no","yes","no","noreast","other" "1901",14,3,0,3,0,0,1,0,6.6,"no","male","yes",11,1.9927,"no","yes","no","noreast","other" "1902",8,9,1,0,1,0,1,1,8.3,"no","female","no",16,1.5671,"no","yes","no","noreast","other" "1903",14,3,3,1,0,1,3,1,7.6,"no","female","no",11,1.9789,"no","no","yes","noreast","poor" "1904",2,0,0,1,1,1,0,0,7,"no","female","no",12,1.2684,"yes","yes","no","noreast","excellent" "1905",13,0,0,2,0,0,3,0,6.6,"no","female","yes",14,1.3324,"no","yes","no","noreast","other" "1906",5,0,0,0,2,2,5,1,7.3,"no","female","no",12,1.494,"no","yes","no","noreast","poor" "1907",4,0,0,0,0,0,3,0,8.1,"no","female","no",7,3.93,"no","no","no","noreast","other" "1908",0,0,0,0,0,0,1,0,7,"no","female","no",12,4.59,"no","no","no","noreast","other" "1909",5,2,0,0,0,0,2,0,9,"no","male","no",6,1.5305,"no","yes","no","noreast","other" "1910",7,0,1,0,0,0,2,0,7.7,"no","male","yes",12,1.5924,"no","yes","no","noreast","other" "1911",7,5,0,1,0,0,0,1,7.5,"no","female","yes",12,1.5924,"no","yes","no","noreast","other" "1912",1,0,0,0,0,0,0,0,7.1,"no","female","no",8,3.059,"no","yes","no","noreast","other" "1913",1,1,0,0,0,0,0,0,7.8,"no","female","yes",6,4.7979,"no","yes","no","noreast","other" "1914",7,0,0,0,0,0,1,0,8.2,"no","male","yes",8,4.7979,"no","yes","no","noreast","poor" "1915",7,12,0,0,1,1,2,0,7.2,"no","female","yes",12,3.0374,"no","yes","no","noreast","other" "1916",1,0,0,0,0,0,1,0,7.1,"no","male","yes",18,9.8,"no","yes","no","noreast","other" "1917",17,0,0,0,0,2,5,0,7,"no","male","no",16,2.2048,"no","yes","no","noreast","other" "1918",0,0,0,0,0,0,1,1,6.6,"yes","female","no",7,0.5556,"no","no","no","noreast","other" "1919",1,0,11,1,0,0,4,0,7,"yes","male","yes",14,8.7686,"no","yes","no","noreast","other" "1920",9,21,0,1,1,0,1,0,6.6,"yes","female","yes",12,8.7686,"no","yes","no","noreast","other" "1921",2,0,0,0,0,0,3,0,6.9,"no","male","yes",16,4.3666,"no","yes","no","noreast","other" "1922",3,1,0,0,0,0,1,0,6.8,"no","female","yes",12,4.3666,"no","yes","no","noreast","other" "1923",11,0,0,0,0,0,1,0,7.4,"no","female","no",12,0.767,"no","yes","no","noreast","other" "1924",1,0,0,0,0,1,3,0,8.5,"no","female","no",12,16.6289,"no","no","yes","noreast","other" "1925",0,0,0,0,1,0,0,0,6.6,"no","male","yes",12,1.0695,"no","yes","no","noreast","excellent" "1926",1,1,0,0,0,0,1,0,8.4,"no","female","no",7,0.612,"no","yes","no","noreast","other" "1927",0,0,0,0,0,0,0,0,6.8,"no","female","no",8,2.7,"yes","yes","no","noreast","other" "1928",0,0,0,0,0,0,3,0,9.2,"no","male","yes",15,7.2471,"no","yes","no","noreast","other" "1929",3,0,0,0,0,0,1,0,8.5,"no","female","yes",11,7.2471,"no","yes","no","noreast","other" "1930",1,1,0,0,0,0,1,1,7.5,"no","female","no",12,1.674542,"no","yes","no","noreast","other" "1931",0,0,0,0,1,0,2,0,7.2,"yes","female","no",8,6.2928,"no","no","no","noreast","other" "1932",15,0,2,0,0,1,2,1,7.4,"no","female","no",12,11.7919,"no","yes","no","other","poor" "1933",8,1,0,0,0,0,1,0,7.9,"no","female","no",8,1.2192,"no","yes","no","other","other" "1934",1,0,0,0,1,1,0,1,8.6,"no","male","yes",12,4.44305,"no","no","no","other","poor" "1935",1,0,0,0,0,0,1,0,7.9,"no","female","yes",12,4.44305,"no","no","no","other","other" "1936",0,0,0,0,0,0,1,0,6.7,"no","female","no",12,5.0544,"no","no","yes","other","other" "1937",1,0,0,0,0,0,0,0,7.2,"yes","male","yes",5,4.273,"yes","yes","no","other","other" "1938",0,0,0,0,0,0,0,0,7.1,"yes","female","yes",0,4.273,"no","yes","no","other","other" "1939",10,0,0,0,2,1,2,0,7.1,"yes","male","no",3,0.4416,"no","no","yes","other","poor" "1940",0,0,0,0,0,0,1,0,6.9,"no","male","yes",11,6.352,"yes","yes","no","other","other" "1941",0,0,0,0,0,0,1,0,6.7,"no","female","yes",10,6.352,"no","yes","no","other","other" "1942",0,0,0,0,0,0,2,1,8.2,"no","male","yes",0,1.5737,"no","yes","no","other","other" "1943",5,1,1,0,0,0,1,0,8,"no","female","yes",8,1.5737,"no","yes","no","other","other" "1944",10,0,0,0,0,0,0,0,7.5,"no","female","no",11,2.1,"yes","yes","no","other","excellent" "1945",3,0,0,0,0,0,0,0,6.7,"no","male","yes",16,3.3237,"no","yes","no","other","other" "1946",4,1,0,1,0,0,0,0,7.1,"no","female","no",12,1.4031,"no","no","no","other","other" "1947",11,2,1,0,0,0,1,0,6.7,"no","male","yes",8,6.9988,"yes","yes","no","other","other" "1948",5,6,0,0,0,0,2,0,7.2,"yes","female","no",16,3.9652,"no","yes","no","noreast","other" "1949",12,0,0,0,0,0,3,1,7.5,"no","female","no",10,0.9033,"no","yes","no","noreast","other" "1950",0,0,0,0,2,0,1,0,7,"no","male","no",12,0.42,"no","no","yes","noreast","other" "1951",6,1,1,1,0,0,1,0,7.7,"no","female","no",12,1.514,"no","yes","no","noreast","other" "1952",5,2,0,0,1,2,3,0,7.3,"no","male","yes",13,2.422,"no","yes","no","noreast","other" "1953",6,0,0,0,0,0,1,0,7.1,"no","female","yes",15,2.422,"no","yes","no","noreast","other" "1954",1,0,0,0,0,0,2,0,7.8,"no","female","no",14,5.2036,"no","yes","no","noreast","other" "1955",2,1,0,0,0,0,1,0,6.6,"no","female","yes",13,1.8652,"no","yes","no","noreast","other" "1956",7,0,0,0,0,0,2,0,8.2,"no","female","no",7,3.305,"no","yes","no","noreast","other" "1957",11,0,0,0,0,0,3,1,7.2,"no","male","yes",14,3.0584,"no","yes","no","noreast","poor" "1958",4,0,1,0,0,0,1,0,6.9,"no","female","yes",13,3.0584,"no","yes","no","noreast","excellent" "1959",0,0,0,0,0,0,0,0,7,"no","female","no",8,8.5675,"yes","yes","no","noreast","excellent" "1960",8,0,0,0,0,0,0,0,6.6,"no","male","no",10,0,"no","yes","no","noreast","other" "1961",0,0,0,0,0,0,1,0,7,"no","male","yes",12,2.041,"no","yes","no","noreast","other" "1962",5,1,0,2,1,0,1,0,6.8,"no","female","yes",12,2.041,"no","yes","no","noreast","other" "1963",2,1,0,0,0,0,1,0,7.5,"no","female","no",12,1.2023,"no","yes","no","noreast","other" "1964",0,0,1,0,0,0,1,0,6.9,"no","male","no",14,1.8728,"no","yes","no","noreast","excellent" "1965",4,0,0,0,0,0,5,0,6.9,"no","male","yes",13,7.4932,"no","yes","no","noreast","other" "1966",1,0,0,0,0,0,0,0,6.8,"no","female","yes",13,7.4932,"no","yes","no","noreast","other" "1967",1,0,0,0,0,0,1,0,6.6,"no","male","yes",11,1.1268,"no","no","no","noreast","other" "1968",8,2,0,0,0,0,1,0,6.8,"no","male","yes",11,2.3664,"no","yes","no","midwest","other" "1969",5,0,0,0,0,0,0,0,6.6,"no","male","yes",16,10.2997,"yes","no","no","midwest","excellent" "1970",1,2,0,0,0,0,0,0,6.7,"no","female","yes",16,10.2997,"yes","yes","no","midwest","excellent" "1971",9,1,0,0,0,0,1,0,8.4,"no","female","no",14,1.2009,"no","yes","no","midwest","other" "1972",8,1,1,0,3,4,3,1,7.6,"no","female","no",9,1.8956,"no","yes","no","midwest","other" "1973",8,0,0,0,0,0,2,0,7.5,"no","female","no",11,2.8876,"no","yes","no","midwest","poor" "1974",2,1,0,0,0,0,1,0,7,"no","male","yes",18,6.7004,"yes","yes","no","midwest","excellent" "1975",2,1,0,0,0,0,1,0,8,"no","male","yes",10,4.1193,"no","yes","no","midwest","other" "1976",3,0,0,1,0,0,0,0,7.6,"no","female","yes",12,4.1193,"no","yes","no","midwest","other" "1977",10,0,1,0,1,2,4,0,7.3,"no","female","no",8,2.0464,"no","yes","no","midwest","other" "1978",3,16,0,0,0,0,0,0,6.9,"no","male","yes",8,4.4142,"yes","no","no","midwest","other" "1979",10,0,0,0,0,0,1,0,6.7,"no","female","yes",12,4.4142,"yes","yes","no","midwest","other" "1980",3,0,0,0,0,0,0,0,6.9,"no","male","no",12,1.633,"no","yes","no","midwest","other" "1981",7,0,0,0,1,1,1,1,8.5,"no","male","no",8,3.4704,"no","yes","no","midwest","poor" "1982",0,0,35,0,3,1,1,0,7.8,"no","female","no",8,0.4548,"no","no","yes","midwest","other" "1983",9,0,1,0,0,0,1,0,6.8,"no","male","yes",12,4.4461,"no","yes","no","midwest","other" "1984",1,0,16,0,0,0,0,0,7.2,"no","male","yes",12,2.2196,"no","yes","no","midwest","other" "1985",9,2,1,0,0,0,1,0,7.1,"no","female","yes",12,2.2196,"no","yes","no","midwest","other" "1986",21,0,0,0,2,3,4,0,6.7,"no","female","no",12,5.5662,"yes","yes","no","midwest","poor" "1987",3,0,0,0,1,0,1,0,8.2,"yes","female","no",8,0.4916,"no","yes","no","midwest","other" "1988",1,18,0,0,0,0,1,0,6.6,"no","female","no",17,0.918,"no","yes","no","other","other" "1989",1,0,0,0,0,0,0,0,7.6,"no","female","no",16,7.108,"no","yes","no","other","other" "1990",1,0,0,0,0,0,2,0,7.2,"no","male","no",12,7.808,"no","yes","no","other","other" "1991",11,0,1,0,0,1,0,0,6.9,"no","male","yes",9,1.9872,"no","yes","no","other","other" "1992",4,0,1,2,0,0,1,0,6.7,"no","female","yes",12,1.9872,"no","yes","no","other","other" "1993",48,0,0,0,0,0,2,0,6.6,"no","male","yes",18,6.5726,"no","yes","no","other","other" "1994",2,0,0,1,0,0,1,0,6.6,"no","female","yes",17,6.5726,"no","yes","no","other","other" "1995",4,0,0,0,0,0,5,0,7.5,"no","male","yes",5,1.238,"no","yes","no","other","poor" "1996",2,0,0,0,0,0,0,0,6.7,"no","male","yes",11,1.3857,"no","yes","no","other","other" "1997",6,0,0,0,0,0,3,0,6.6,"no","female","yes",6,1.3857,"no","yes","no","other","other" "1998",5,0,2,0,0,0,1,0,7,"yes","male","yes",10,2.0858,"no","yes","no","other","other" "1999",1,1,3,0,0,0,1,0,6.7,"yes","female","yes",11,2.0858,"no","yes","no","other","other" "2000",0,0,2,0,0,0,1,0,6.8,"yes","male","no",15,1.278,"no","yes","no","other","other" "2001",0,0,55,39,0,0,2,0,6.7,"yes","male","yes",12,3.4535,"no","yes","no","other","other" "2002",4,0,0,0,1,0,1,0,7.1,"no","male","yes",0,2.2533,"yes","yes","no","other","other" "2003",1,0,0,0,0,0,2,0,7.3,"no","female","no",7,0.456,"no","yes","no","other","other" "2004",0,2,0,0,0,0,0,0,7.3,"no","female","no",9,2.1864,"no","yes","no","other","excellent" "2005",3,0,0,0,0,0,1,0,6.6,"no","female","no",12,4.3394,"no","yes","no","other","other" "2006",5,1,0,1,0,0,2,0,7.5,"no","female","no",9,2.6668,"no","yes","no","other","excellent" "2007",1,0,0,0,0,0,1,0,7.6,"no","male","yes",18,4.752,"yes","yes","no","other","other" "2008",5,0,1,1,0,0,4,0,6.7,"no","female","yes",12,4.752,"no","yes","no","other","other" "2009",4,3,0,0,0,0,2,0,7.5,"no","female","no",9,2.6528,"yes","yes","no","other","other" "2010",5,0,8,0,0,0,2,0,7.2,"no","male","yes",8,2.4754,"no","yes","no","other","other" "2011",6,12,0,0,0,0,1,0,6.9,"no","female","yes",10,2.4754,"no","yes","no","other","other" "2012",1,0,0,0,0,0,1,0,6.6,"no","female","no",0,0.7824,"no","no","no","other","other" "2013",0,0,0,0,0,0,0,0,6.7,"no","male","yes",12,1.5066,"no","no","no","other","other" "2014",0,0,0,0,0,0,1,0,7.3,"no","female","yes",12,1.5066,"no","yes","no","other","other" "2015",0,0,1,0,0,0,1,0,7.6,"no","female","no",0,1.5499,"yes","no","no","other","other" "2016",13,0,0,0,0,0,1,1,7.1,"no","female","no",0,0.408,"no","no","yes","other","poor" "2017",1,0,0,0,0,0,0,1,9.4,"no","female","no",0,0.396,"no","no","no","other","excellent" "2018",7,0,0,0,0,0,5,1,7.7,"no","female","no",0,0.432,"no","no","yes","other","poor" "2019",4,0,0,1,0,0,2,1,9.4,"no","male","no",1,0.7436,"no","no","yes","other","other" "2020",8,0,0,0,0,0,1,0,8.1,"no","female","no",5,4.3008,"no","no","yes","other","other" "2021",2,0,0,0,1,0,2,0,7.3,"no","female","no",5,0.48,"no","yes","no","other","other" "2022",5,0,1,0,0,0,2,0,8,"no","female","no",2,0.8664,"no","no","yes","other","other" "2023",5,1,0,0,0,0,0,0,7,"no","female","no",11,0.7092,"yes","no","no","other","other" "2024",3,0,0,0,0,0,1,1,7.2,"no","female","no",9,0.288,"no","no","yes","other","other" "2025",2,2,0,0,0,0,3,0,7.6,"no","female","yes",12,1.8336,"no","yes","no","other","poor" "2026",0,0,0,0,0,0,0,0,7.2,"no","female","yes",3,1.1338,"no","no","no","other","other" "2027",4,0,0,0,0,1,1,0,6.6,"no","male","yes",12,1.0812,"no","no","no","other","other" "2028",4,0,0,0,1,0,1,0,7.1,"no","male","yes",12,2.2258,"no","yes","no","other","other" "2029",1,0,0,0,0,0,1,0,6.7,"no","male","no",0,3.4264,"no","no","yes","other","other" "2030",9,0,0,0,0,0,5,0,6.8,"no","male","yes",12,7.979,"no","yes","no","other","other" "2031",2,0,0,0,0,0,0,0,7.1,"no","male","no",12,1.4508,"no","yes","no","other","other" "2032",22,2,1,0,0,0,3,0,7.2,"no","male","yes",14,2.268,"no","no","no","other","other" "2033",5,0,1,0,1,0,0,0,7.2,"no","female","yes",12,2.268,"no","no","no","other","other" "2034",11,1,2,0,2,0,4,0,6.9,"no","male","no",10,2.7668,"no","no","no","other","poor" "2035",2,0,0,0,1,1,2,0,8,"no","male","yes",0,1.0224,"no","no","yes","other","other" "2036",2,0,0,0,0,0,1,0,7.3,"no","male","yes",9,1.4536,"no","yes","no","other","other" "2037",11,0,0,0,0,0,3,1,7.2,"no","female","yes",12,1.4536,"no","yes","no","other","other" "2038",1,0,1,0,0,0,1,0,7.7,"no","male","yes",8,1.6014,"no","yes","no","other","other" "2039",1,0,0,0,0,0,1,0,7.1,"no","female","yes",12,1.6014,"no","yes","no","other","other" "2040",1,1,0,0,0,0,3,0,7.4,"no","male","yes",16,2.3714,"no","yes","no","other","other" "2041",9,0,0,1,1,0,3,0,6.8,"no","female","yes",12,2.3714,"no","yes","no","other","other" "2042",21,0,0,0,0,0,1,0,6.7,"no","male","yes",13,3.0873,"no","yes","no","other","other" "2043",8,0,0,0,0,0,1,0,7,"no","female","yes",13,3.0873,"no","yes","no","other","other" "2044",14,0,0,0,1,1,4,0,7.1,"no","male","yes",13,9.2566,"no","yes","no","other","other" "2045",2,0,0,0,0,0,0,0,7.3,"no","female","yes",17,9.2566,"no","yes","no","other","other" "2046",2,0,0,0,0,0,0,0,7.3,"no","male","yes",16,1.3388,"no","yes","no","other","other" "2047",0,0,0,0,0,0,4,0,7.3,"no","female","yes",14,1.3388,"no","yes","no","other","other" "2048",5,0,1,0,0,0,0,0,6.7,"no","male","yes",9,2.7131,"no","yes","no","other","other" "2049",7,1,0,1,0,0,5,0,8,"no","female","no",14,0.846,"no","yes","no","other","poor" "2050",5,1,0,0,0,0,1,0,7.2,"no","male","yes",15,4.3425,"no","yes","no","other","other" "2051",2,1,0,0,0,0,1,0,7.4,"no","female","yes",9,4.3425,"no","yes","no","other","other" "2052",6,0,1,0,0,0,3,0,6.6,"no","male","yes",18,2.7859,"no","yes","no","other","other" "2053",7,0,0,0,0,0,1,0,7.9,"no","male","yes",16,6.7264,"no","yes","no","other","other" "2054",0,0,0,0,0,0,1,0,7.9,"no","female","yes",16,6.7264,"no","yes","no","other","excellent" "2055",6,0,0,0,0,0,4,0,7.1,"no","male","yes",7,2.8084,"no","yes","no","other","other" "2056",9,0,0,0,0,0,1,0,7.9,"no","female","no",9,2.8084,"yes","yes","no","other","excellent" "2057",5,0,0,0,0,0,4,1,7.8,"no","female","no",14,4.6896,"no","yes","no","other","poor" "2058",8,0,0,2,0,0,2,0,7.4,"no","female","no",8,0.7151,"no","yes","no","other","poor" "2059",3,0,0,0,0,0,0,0,7.4,"yes","female","no",12,0.468,"no","no","no","other","other" "2060",1,0,0,0,0,0,2,0,8.1,"yes","male","yes",9,1.3346,"no","yes","no","other","other" "2061",4,0,0,0,0,0,0,0,7.4,"yes","female","yes",5,1.3346,"no","yes","no","other","other" "2062",10,0,0,2,0,0,3,0,6.7,"yes","female","no",9,0.4308,"no","yes","yes","other","other" "2063",42,1,1,0,0,1,3,0,7.9,"yes","female","no",3,1.4246,"no","yes","no","other","poor" "2064",0,0,0,0,0,0,0,0,6.8,"yes","male","yes",11,2.1996,"no","yes","no","other","other" "2065",2,0,0,0,0,0,1,0,6.8,"yes","female","yes",9,2.1996,"no","yes","no","other","other" "2066",0,0,0,0,0,0,1,0,7.6,"yes","female","no",6,0.3456,"no","no","yes","other","other" "2067",1,0,0,0,0,0,1,0,8.2,"yes","male","yes",12,2.2092,"no","yes","no","other","other" "2068",10,1,0,1,0,0,0,0,8.2,"yes","female","yes",17,2.2092,"no","yes","no","other","other" "2069",2,3,0,0,0,0,2,0,7.5,"yes","female","no",7,0.81429,"no","yes","no","other","excellent" "2070",2,0,0,0,0,0,1,0,6.7,"no","male","yes",9,1.9854,"no","no","no","other","other" "2071",5,1,0,0,0,0,2,0,7.8,"no","male","yes",13,1.1988,"yes","yes","no","other","other" "2072",4,1,0,0,0,0,2,1,7.4,"no","female","yes",12,1.1988,"no","no","no","other","poor" "2073",3,0,2,0,0,0,3,1,6.6,"no","male","yes",11,0.7428,"no","no","no","other","other" "2074",8,2,1,0,1,1,2,0,7.3,"no","male","yes",11,1.8444,"no","yes","no","other","other" "2075",5,0,1,1,0,0,0,0,6.8,"no","female","yes",12,1.8444,"no","yes","no","other","other" "2076",9,6,0,0,0,1,4,0,7.1,"no","female","no",12,0.8365,"no","yes","no","other","other" 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"4342",3,0,0,0,2,0,1,1,8,"yes","female","no",9,0.4248,"no","no","yes","other","other" "4343",4,0,0,0,0,0,1,0,6.6,"yes","female","no",6,0.594,"no","no","yes","other","other" "4344",10,6,0,0,0,0,2,1,7.9,"yes","male","yes",11,6.8778,"no","no","no","west","other" "4345",11,10,0,0,0,0,3,1,7.3,"yes","female","yes",11,6.8778,"no","no","no","west","other" "4346",7,1,0,0,0,0,5,1,8.3,"no","female","yes",12,5.2492,"no","yes","no","west","poor" "4347",0,1,13,0,0,0,4,1,6.6,"no","male","yes",12,1.5155,"no","yes","no","west","other" "4348",1,0,1,0,0,0,0,0,6.8,"no","female","yes",12,1.5155,"no","yes","no","west","excellent" "4349",3,0,0,0,0,0,1,0,8.8,"no","female","no",6,0.336,"no","no","no","west","other" "4350",1,0,0,0,0,0,0,0,7.6,"no","female","no",8,0.7128,"no","yes","yes","west","excellent" "4351",0,0,0,0,0,0,2,0,7.2,"no","male","yes",16,2.14,"no","no","no","west","other" "4352",11,5,1,0,1,2,3,0,8.1,"no","female","no",14,3.254,"no","yes","no","west","other" "4353",10,0,0,0,0,0,1,0,8.7,"no","female","no",14,9.1296,"no","yes","no","west","other" "4354",21,2,0,0,0,0,2,0,9.3,"no","male","no",16,4.158692,"no","yes","no","west","other" "4355",4,1,0,0,0,1,0,1,9.5,"no","female","no",16,4.158692,"no","yes","no","west","poor" "4356",3,0,0,0,0,0,0,0,8.1,"no","female","no",12,3.246,"no","yes","no","west","other" "4357",1,0,0,0,0,0,1,0,7.1,"no","male","yes",12,1.8504,"no","yes","no","west","other" "4358",1,0,1,0,0,0,1,0,6.9,"no","female","yes",12,1.8504,"no","yes","no","west","other" "4359",0,6,0,0,0,0,0,0,7.8,"no","male","no",8,1.1985,"no","yes","no","west","other" "4360",4,0,0,0,0,0,0,0,7.1,"no","female","no",12,2.1053,"no","yes","no","west","excellent" "4361",5,0,0,0,1,1,0,0,8.3,"no","female","no",12,1.0259,"yes","yes","no","west","other" "4362",4,0,0,0,0,0,2,0,7,"no","female","no",12,0.6214,"no","no","no","west","other" "4363",2,0,0,0,0,0,3,0,8.6,"no","male","no",0,10.3301,"no","yes","no","west","other" "4364",6,0,0,0,1,1,2,0,7,"no","male","yes",15,7.7374,"no","yes","no","west","other" "4365",7,25,3,0,0,0,2,0,8,"no","female","no",14,1.0076,"no","yes","no","west","other" "4366",2,2,0,0,0,0,0,0,7.4,"no","male","yes",12,4.2428,"no","no","no","west","other" "4367",4,10,0,0,0,0,0,1,7.3,"no","female","yes",12,4.2428,"no","no","no","west","other" "4368",15,0,0,0,1,1,7,1,8.9,"no","female","no",17,7.8972,"no","no","no","west","other" "4369",13,0,0,0,0,0,1,0,7.7,"no","male","yes",14,2.8674,"no","yes","no","west","other" "4370",2,1,0,0,0,0,1,1,6.7,"no","female","yes",14,2.8674,"no","yes","no","west","other" "4371",14,1,1,0,0,2,2,0,6.7,"no","female","no",13,1.4521,"yes","yes","no","west","other" "4372",3,0,0,0,0,0,1,0,7.1,"yes","female","no",3,0.192,"no","no","yes","other","other" "4373",1,0,0,0,1,0,0,0,6.6,"yes","female","no",10,1.064,"no","yes","no","other","other" "4374",0,0,0,0,0,0,0,0,6.6,"no","male","yes",9,1.228,"yes","yes","no","other","other" "4375",7,0,0,0,1,1,2,0,7.3,"no","female","yes",11,1.228,"no","yes","no","other","poor" "4376",1,0,0,0,0,0,2,0,7.8,"no","female","no",10,0.5244,"no","no","no","other","other" "4377",11,0,0,0,0,0,1,0,7.4,"no","male","yes",15,18.4728,"no","yes","no","other","other" "4378",10,0,0,1,0,0,0,0,6.7,"no","female","yes",14,18.4728,"no","yes","no","other","other" "4379",1,0,0,0,0,0,3,0,7.7,"no","male","no",12,3.0508,"no","yes","no","other","other" "4380",1,0,0,0,0,0,1,0,7.7,"no","male","yes",16,3.4336,"no","yes","no","other","other" "4381",0,0,0,0,0,0,0,0,7.9,"no","female","yes",12,3.4336,"no","yes","no","other","other" "4382",1,0,0,0,0,0,0,0,7.8,"no","female","no",11,0.8868,"no","yes","no","other","excellent" "4383",2,0,0,0,1,1,2,0,7.8,"no","male","yes",12,2.0184,"no","yes","no","other","other" "4384",3,0,0,0,0,0,0,0,7.1,"no","male","yes",13,12.9012,"yes","yes","no","other","other" "4385",10,0,0,0,0,1,1,0,6.7,"no","female","yes",12,12.9012,"no","yes","no","other","other" "4386",7,0,0,0,0,0,1,0,8.7,"no","female","no",18,1.8408,"no","yes","no","other","other" "4387",0,0,0,0,0,0,1,0,7.8,"no","male","yes",15,2.0832,"no","yes","no","other","other" "4388",1,1,1,0,0,0,1,0,7.5,"no","female","yes",15,2.0832,"no","yes","no","other","other" "4389",16,0,1,0,0,0,2,0,7.6,"no","male","yes",8,2.4367,"no","yes","no","other","other" "4390",6,0,0,0,0,0,1,0,7.3,"no","female","yes",11,2.4367,"no","yes","no","other","other" "4391",3,0,0,0,0,1,2,0,8,"no","male","yes",12,1.513,"no","yes","no","other","excellent" "4392",8,0,0,0,0,0,0,0,7.9,"no","female","yes",12,1.513,"no","yes","no","other","other" "4393",11,0,0,1,0,0,1,0,7.1,"no","male","yes",12,3.5648,"no","yes","no","other","other" "4394",3,0,0,0,0,0,1,0,7.1,"no","female","yes",10,3.5648,"no","yes","no","other","other" "4395",2,0,0,0,0,0,0,0,8.8,"no","female","no",12,1.06,"no","yes","no","other","excellent" "4396",1,0,0,0,0,0,3,1,8.2,"no","female","no",16,3.47,"no","no","no","other","poor" "4397",2,0,0,0,1,0,0,0,7.1,"no","male","yes",12,2.22,"yes","yes","no","other","other" "4398",2,0,0,0,0,0,1,0,7,"no","female","yes",12,2.22,"no","yes","no","other","other" "4399",11,0,1,0,0,1,2,1,8.4,"no","male","yes",4,1.9539,"no","yes","no","other","other" "4400",2,0,0,0,0,0,1,0,7.6,"no","female","yes",8,1.9539,"no","yes","no","other","other" "4401",12,4,1,0,0,0,3,0,8.2,"no","male","yes",7,2.2497,"no","yes","no","other","other" "4402",11,0,0,0,0,0,0,0,8.4,"no","female","yes",8,2.2497,"no","yes","no","other","other" "4403",12,0,0,0,0,0,2,0,7.8,"no","female","no",11,5.8132,"no","yes","no","other","other" "4404",10,0,20,0,1,1,5,0,7.3,"no","male","yes",12,3.877916,"no","yes","no","other","other" "4405",16,1,0,0,0,0,0,0,6.6,"no","female","yes",12,3.877916,"no","yes","no","other","other" "4406",0,0,0,0,0,0,0,0,7.1,"no","male","yes",0,6.5968,"yes","no","no","other","excellent"