diff --git a/lab_1/datasetlab1/marketing_campaign.csv b/lab_1/datasetlab1/marketing_campaign.csv new file mode 100644 index 0000000..ecf0643 --- /dev/null +++ b/lab_1/datasetlab1/marketing_campaign.csv @@ -0,0 +1,2241 @@ +ID Year_Birth Education Marital_Status Income Kidhome Teenhome Dt_Customer Recency MntWines MntFruits MntMeatProducts MntFishProducts MntSweetProducts MntGoldProds NumDealsPurchases NumWebPurchases NumCatalogPurchases NumStorePurchases NumWebVisitsMonth AcceptedCmp3 AcceptedCmp4 AcceptedCmp5 AcceptedCmp1 AcceptedCmp2 Complain Z_CostContact Z_Revenue Response +5524 1957 Graduation Single 58138 0 0 04-09-2012 58 635 88 546 172 88 88 3 8 10 4 7 0 0 0 0 0 0 3 11 1 +2174 1954 Graduation Single 46344 1 1 08-03-2014 38 11 1 6 2 1 6 2 1 1 2 5 0 0 0 0 0 0 3 11 0 +4141 1965 Graduation Together 71613 0 0 21-08-2013 26 426 49 127 111 21 42 1 8 2 10 4 0 0 0 0 0 0 3 11 0 +6182 1984 Graduation Together 26646 1 0 10-02-2014 26 11 4 20 10 3 5 2 2 0 4 6 0 0 0 0 0 0 3 11 0 +5324 1981 PhD Married 58293 1 0 19-01-2014 94 173 43 118 46 27 15 5 5 3 6 5 0 0 0 0 0 0 3 11 0 +7446 1967 Master Together 62513 0 1 09-09-2013 16 520 42 98 0 42 14 2 6 4 10 6 0 0 0 0 0 0 3 11 0 +965 1971 Graduation Divorced 55635 0 1 13-11-2012 34 235 65 164 50 49 27 4 7 3 7 6 0 0 0 0 0 0 3 11 0 +6177 1985 PhD Married 33454 1 0 08-05-2013 32 76 10 56 3 1 23 2 4 0 4 8 0 0 0 0 0 0 3 11 0 +4855 1974 PhD Together 30351 1 0 06-06-2013 19 14 0 24 3 3 2 1 3 0 2 9 0 0 0 0 0 0 3 11 1 +5899 1950 PhD Together 5648 1 1 13-03-2014 68 28 0 6 1 1 13 1 1 0 0 20 1 0 0 0 0 0 3 11 0 +1994 1983 Graduation Married 1 0 15-11-2013 11 5 5 6 0 2 1 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +387 1976 Basic Married 7500 0 0 13-11-2012 59 6 16 11 11 1 16 1 2 0 3 8 0 0 0 0 0 0 3 11 0 +2125 1959 Graduation Divorced 63033 0 0 15-11-2013 82 194 61 480 225 112 30 1 3 4 8 2 0 0 0 0 0 0 3 11 0 +8180 1952 Master Divorced 59354 1 1 15-11-2013 53 233 2 53 3 5 14 3 6 1 5 6 0 0 0 0 0 0 3 11 0 +2569 1987 Graduation Married 17323 0 0 10-10-2012 38 3 14 17 6 1 5 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +2114 1946 PhD Single 82800 0 0 24-11-2012 23 1006 22 115 59 68 45 1 7 6 12 3 0 0 1 1 0 0 3 11 1 +9736 1980 Graduation Married 41850 1 1 24-12-2012 51 53 5 19 2 13 4 3 3 0 3 8 0 0 0 0 0 0 3 11 0 +4939 1946 Graduation Together 37760 0 0 31-08-2012 20 84 5 38 150 12 28 2 4 1 6 7 0 0 0 0 0 0 3 11 0 +6565 1949 Master Married 76995 0 1 28-03-2013 91 1012 80 498 0 16 176 2 11 4 9 5 0 0 0 1 0 0 3 11 0 +2278 1985 2n Cycle Single 33812 1 0 03-11-2012 86 4 17 19 30 24 39 2 2 1 3 6 0 0 0 0 0 0 3 11 0 +9360 1982 Graduation Married 37040 0 0 08-08-2012 41 86 2 73 69 38 48 1 4 2 5 8 0 0 0 0 0 0 3 11 0 +5376 1979 Graduation Married 2447 1 0 06-01-2013 42 1 1 1725 1 1 1 15 0 28 0 1 0 0 0 0 0 0 3 11 0 +1993 1949 PhD Married 58607 0 1 23-12-2012 63 867 0 86 0 0 19 3 2 3 9 8 0 1 0 0 0 0 3 11 0 +4047 1954 PhD Married 65324 0 1 11-01-2014 0 384 0 102 21 32 5 3 6 2 9 4 0 0 0 0 0 0 3 11 0 +1409 1951 Graduation Together 40689 0 1 18-03-2013 69 270 3 27 39 6 99 7 7 1 5 8 0 0 0 0 0 0 3 11 0 +7892 1969 Graduation Single 18589 0 0 02-01-2013 89 6 4 25 15 12 13 2 2 1 3 7 0 0 0 0 0 0 3 11 0 +2404 1976 Graduation Married 53359 1 1 27-05-2013 4 173 4 30 3 6 41 4 5 1 4 7 0 0 0 0 0 0 3 11 0 +5255 1986 Graduation Single 1 0 20-02-2013 19 5 1 3 3 263 362 0 27 0 0 1 0 0 0 0 0 0 3 11 0 +9422 1989 Graduation Married 38360 1 0 31-05-2013 26 36 2 42 20 21 10 2 2 1 4 3 0 0 0 0 0 0 3 11 0 +1966 1965 PhD Married 84618 0 0 22-11-2013 96 684 100 801 21 66 0 1 6 9 10 2 0 0 1 0 0 0 3 11 0 +6864 1989 Master Divorced 10979 0 0 22-05-2014 34 8 4 10 2 2 4 2 3 0 3 5 0 0 0 0 0 0 3 11 0 +3033 1963 Master Together 38620 0 0 11-05-2013 56 112 17 44 34 22 89 1 2 5 3 3 0 0 0 0 0 0 3 11 0 +5710 1970 Graduation Together 40548 0 1 10-10-2012 31 110 0 5 2 0 3 2 2 1 4 5 0 1 0 0 0 0 3 11 0 +7373 1952 PhD Divorced 46610 0 2 29-10-2012 8 96 12 96 33 22 43 6 4 1 6 6 0 0 0 0 0 0 3 11 1 +8755 1946 Master Married 68657 0 0 20-02-2013 4 482 34 471 119 68 22 1 3 5 9 7 0 0 0 0 0 0 3 11 0 +10738 1951 Master Single 49389 1 1 29-08-2013 55 40 0 19 2 1 3 1 2 0 3 7 0 0 0 0 0 0 3 11 0 +4339 1970 PhD Married 67353 0 1 31-12-2013 37 702 17 151 0 8 35 5 5 6 12 2 0 0 0 0 0 0 3 11 0 +10755 1976 2n Cycle Married 23718 1 0 02-09-2013 76 6 3 14 15 7 36 3 3 1 2 7 0 0 0 0 0 0 3 11 0 +8595 1973 Graduation Widow 42429 0 1 11-02-2014 99 55 0 6 2 0 4 2 1 1 3 5 0 0 0 0 0 0 3 11 0 +2968 1943 PhD Divorced 48948 0 0 01-02-2013 53 437 8 206 160 49 42 2 7 10 5 6 1 0 0 0 0 0 3 11 1 +8601 1980 Graduation Married 80011 0 1 29-04-2013 3 421 76 536 82 178 102 2 8 6 5 4 0 0 0 0 0 0 3 11 0 +503 1985 Master Married 20559 1 0 12-03-2013 88 13 1 29 3 0 7 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +8430 1957 Graduation Together 21994 0 1 24-12-2012 4 9 0 6 3 1 3 1 0 0 3 5 0 0 0 0 0 0 3 11 0 +7281 1959 PhD Single 0 0 05-11-2013 80 81 11 50 3 2 39 1 1 3 4 2 0 0 0 0 0 0 3 11 0 +2139 1975 Master Married 7500 1 0 02-10-2013 19 3 1 10 3 2 12 3 2 0 3 5 0 0 0 0 0 0 3 11 0 +1371 1976 Graduation Single 79941 0 0 28-06-2014 72 123 164 266 227 30 174 1 2 4 9 1 0 0 0 0 0 0 3 11 0 +9909 1996 2n Cycle Married 7500 0 0 09-11-2012 24 3 18 14 15 22 50 3 3 1 3 9 0 0 0 0 0 0 3 11 1 +7286 1968 Graduation Together 41728 1 0 24-05-2013 92 13 6 15 3 5 13 1 2 0 2 10 0 0 0 0 0 0 3 11 0 +7244 1951 Graduation Single 2 1 01-01-2014 96 48 5 48 6 10 7 3 2 1 4 6 0 0 0 0 0 0 3 11 0 +6566 1954 PhD Married 72550 1 1 08-11-2012 39 826 50 317 50 38 38 9 5 2 12 8 0 0 0 0 0 0 3 11 0 +8614 1957 Graduation Widow 65486 0 1 12-05-2014 29 245 19 125 37 67 14 1 4 2 10 2 0 0 0 0 0 0 3 11 0 +4114 1964 Master Married 79143 0 0 11-08-2012 2 650 37 780 27 167 32 1 6 9 13 3 0 0 0 0 0 0 3 11 0 +1331 1977 Graduation Single 35790 1 0 02-01-2013 54 12 6 20 30 1 3 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +2225 1977 Graduation Divorced 82582 0 0 07-06-2014 54 510 120 550 156 40 241 1 4 9 7 1 1 0 0 1 0 0 3 11 1 +9381 1978 Graduation Married 66373 1 1 12-06-2013 57 328 9 124 12 24 109 7 4 2 10 3 0 0 0 0 0 0 3 11 0 +6260 1955 Master Together 82384 0 0 19-11-2012 55 984 51 432 180 120 190 1 3 10 13 1 0 0 1 0 0 0 3 11 1 +10383 1966 Graduation Divorced 70287 0 0 02-04-2013 30 295 35 482 121 120 40 1 5 5 10 3 0 0 0 0 0 0 3 11 1 +7437 1988 Graduation Single 27938 1 0 28-04-2014 31 13 0 8 2 1 5 1 1 0 4 3 0 0 0 0 0 0 3 11 0 +8557 1982 Graduation Single 1 0 17-06-2013 57 11 3 22 2 2 6 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +8375 1968 PhD Married 55954 0 1 03-03-2014 63 447 0 28 0 0 43 3 8 2 6 7 0 0 0 0 0 0 3 11 0 +6853 1982 Master Single 75777 0 0 04-07-2013 12 712 26 538 69 13 80 1 3 6 11 1 0 1 1 0 0 0 3 11 1 +3076 1975 Graduation Together 66653 1 1 07-09-2012 18 452 18 102 16 18 6 4 4 2 12 3 0 0 0 0 0 0 3 11 0 +1012 1952 Graduation Single 61823 0 1 18-02-2013 26 523 7 134 37 14 169 4 8 2 10 7 0 0 0 0 0 0 3 11 0 +6518 1951 PhD Widow 67680 0 1 11-06-2013 8 546 0 48 0 6 6 1 7 3 8 5 0 0 0 0 0 0 3 11 0 +4137 1948 Graduation Together 70666 0 0 06-12-2013 29 398 40 367 119 122 30 1 7 4 4 4 0 0 0 0 0 0 3 11 0 +8082 1971 Graduation Married 25721 1 0 21-05-2013 75 1 3 6 3 6 15 1 1 1 2 7 0 0 0 0 0 0 3 11 1 +1386 1967 Graduation Together 32474 1 1 11-05-2014 0 10 0 1 0 0 0 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +9369 1979 2n Cycle Single 88194 0 1 19-03-2014 19 688 14 309 201 24 38 1 11 10 10 5 1 0 0 1 0 0 3 11 1 +4477 1958 Graduation Together 69096 0 1 27-09-2013 4 247 49 159 7 82 109 1 5 2 10 4 0 0 0 0 0 0 3 11 0 +1357 1970 Graduation Together 74854 1 2 08-04-2013 90 856 59 487 58 29 73 7 2 5 5 5 0 0 0 0 0 0 3 11 0 +1402 1954 Master Married 66991 0 0 11-09-2012 1 496 36 460 189 60 12 3 4 8 6 3 0 0 0 0 0 0 3 11 0 +10629 1973 2n Cycle Married 1 0 14-09-2012 25 25 3 43 17 4 17 3 3 0 3 8 0 0 0 0 0 0 3 11 0 +6312 1959 Graduation Married 65031 0 1 17-03-2013 29 258 107 291 84 37 86 4 10 3 13 7 0 0 0 0 0 0 3 11 0 +8132 1975 PhD Married 60631 1 1 05-04-2013 88 565 6 65 0 6 19 5 9 2 8 7 0 1 0 0 0 0 3 11 0 +1050 1952 Graduation Married 28332 0 0 30-04-2014 58 14 10 13 4 15 9 1 2 1 4 2 0 0 0 0 0 0 3 11 0 +5846 1977 Graduation Divorced 40246 1 0 19-12-2012 68 2 1 6 2 1 1 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +1859 1972 Master Married 75251 0 0 27-08-2012 34 721 111 925 97 18 18 1 7 6 5 5 0 0 0 0 0 0 3 11 1 +7503 1976 Graduation Single 75825 0 0 12-10-2012 40 1032 105 779 137 105 51 0 5 8 9 4 1 0 0 0 0 0 3 11 1 +10401 1976 2n Cycle Together 26326 0 0 04-09-2013 12 1 0 5 0 3 9 1 0 0 3 3 0 0 0 0 0 1 3 11 0 +1618 1965 Graduation Together 56046 0 0 02-01-2013 9 577 0 64 0 0 51 2 10 1 8 8 1 0 0 0 0 0 3 11 1 +3332 1985 Graduation Single 29760 1 0 29-08-2012 87 64 4 68 7 5 17 4 3 1 4 8 0 0 0 0 0 0 3 11 0 +2261 1969 Graduation Married 26304 1 0 23-06-2013 5 4 1 5 2 0 4 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +5346 1973 2n Cycle Married 23559 1 0 03-07-2013 87 25 5 19 7 0 23 3 3 0 3 7 0 0 0 0 0 0 3 11 0 +4119 1963 Master Together 38620 0 0 11-05-2013 56 112 17 44 34 22 89 1 2 5 3 3 0 0 0 0 0 0 3 11 0 +535 1987 Graduation Divorced 81361 0 0 25-02-2014 18 163 23 424 27 65 76 1 3 10 13 1 0 0 0 0 0 0 3 11 0 +5268 1960 Graduation Married 29440 1 1 11-08-2013 95 17 8 14 10 4 3 2 1 0 4 7 0 0 0 0 0 0 3 11 0 +273 1970 Master Married 36138 1 1 16-07-2013 48 130 0 16 0 0 5 5 3 1 4 7 0 1 0 0 0 0 3 11 0 +4452 1957 Graduation Single 50388 0 1 28-05-2014 3 292 6 37 0 3 34 4 6 1 6 7 0 1 0 1 0 0 3 11 1 +8504 1973 Graduation Married 79593 0 0 12-05-2014 70 350 60 568 110 133 145 1 5 6 7 2 0 0 1 0 0 0 3 11 0 +771 1967 Graduation Together 54178 0 1 21-01-2014 79 135 9 39 4 0 7 1 2 2 5 2 0 0 0 0 0 0 3 11 0 +8996 1957 PhD Married 2 1 19-11-2012 4 230 42 192 49 37 53 12 7 2 8 9 0 0 0 0 0 0 3 11 0 +9235 1957 Graduation Single 1 1 27-05-2014 45 7 0 8 2 0 1 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +5798 1973 Master Together 0 0 23-11-2013 87 445 37 359 98 28 18 1 2 4 8 1 0 0 0 0 0 0 3 11 0 +11178 1972 Master Single 42394 1 0 23-03-2014 69 15 2 10 0 1 4 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +2230 1970 PhD Married 23626 1 0 24-05-2014 84 27 2 14 0 0 0 3 3 1 3 5 0 0 0 0 0 0 3 11 0 +7516 1983 Graduation Married 30096 1 0 22-05-2014 30 5 3 11 12 5 9 1 2 0 3 6 0 0 0 0 0 0 3 11 0 +7247 1960 Graduation Widow 47916 0 1 22-11-2012 72 505 0 26 0 0 75 5 7 4 6 6 0 1 0 0 0 0 3 11 0 +11100 1972 Graduation Divorced 51813 1 1 11-04-2013 37 51 2 7 0 1 2 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +4646 1951 2n Cycle Married 78497 0 0 01-12-2013 44 207 26 447 75 0 223 1 5 7 12 2 0 0 0 1 0 0 3 11 0 +3037 1983 PhD Married 50150 0 0 20-06-2013 32 135 46 92 65 61 11 2 5 2 7 5 0 0 0 0 0 0 3 11 0 +1473 1960 2n Cycle Single 47823 0 1 23-07-2013 0 53 1 5 2 1 10 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +1016 1959 PhD Single 34554 0 1 30-03-2014 43 41 1 6 2 0 5 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +4518 1979 Graduation Together 85693 0 1 20-04-2013 59 386 172 183 185 132 111 2 9 5 11 5 0 0 0 0 0 0 3 11 0 +9370 1945 PhD Married 65846 0 0 17-05-2013 68 562 81 276 80 40 81 1 6 3 6 4 0 0 0 0 0 0 3 11 0 +8908 1959 Graduation Married 87195 0 0 08-05-2014 35 217 76 690 50 26 38 1 3 11 5 1 0 0 0 0 0 0 3 11 1 +8373 1979 Basic Together 24594 1 0 10-12-2013 94 1 3 6 10 0 9 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +7533 1964 Graduation Married 49096 1 1 24-09-2013 15 144 1 32 2 1 7 4 4 1 4 7 0 0 0 0 0 0 3 11 0 +2683 1969 Graduation Married 52413 0 2 02-02-2013 56 295 106 271 75 98 65 4 6 4 12 6 0 0 0 0 0 0 3 11 0 +3629 1978 Graduation Single 38557 1 0 19-12-2012 17 76 3 31 4 4 27 2 3 1 3 7 0 0 0 0 0 0 3 11 0 +10991 1960 Master Married 89058 0 0 07-12-2012 18 454 194 106 31 22 43 1 5 4 4 2 0 0 0 0 0 0 3 11 0 +5077 1979 Graduation Together 77298 0 1 02-11-2013 46 425 115 292 23 35 79 1 6 6 11 3 0 0 0 0 0 0 3 11 0 +7431 1991 PhD Single 68126 0 0 10-11-2012 40 1332 17 311 23 51 86 1 7 4 5 9 0 1 0 0 0 0 3 11 1 +3267 1963 Master Together 57288 0 1 25-06-2014 27 527 0 21 0 0 60 3 8 1 8 6 0 1 0 0 0 0 3 11 0 +999 1991 Graduation Single 86037 0 0 02-01-2013 95 490 44 125 29 20 22 1 6 7 11 3 0 1 1 0 0 0 3 11 1 +9215 1980 PhD Married 43974 1 0 12-12-2012 19 378 0 101 0 0 72 5 6 4 6 7 0 0 0 0 0 0 3 11 0 +2286 1962 Graduation Single 50785 1 1 10-09-2013 27 64 1 21 0 1 27 2 2 1 3 6 0 0 0 0 0 0 3 11 0 +1592 1970 Graduation Married 90765 0 0 24-01-2014 25 547 99 812 151 82 33 0 4 6 5 1 0 0 1 1 0 0 3 11 0 +367 1978 2n Cycle Married 36550 1 0 19-02-2013 74 47 90 94 123 103 120 5 9 1 5 9 0 0 0 0 0 0 3 11 0 +5234 1967 2n Cycle Together 30753 1 1 11-07-2013 85 12 5 25 0 9 30 2 1 1 3 5 0 0 0 0 0 0 3 11 0 +9862 1969 Graduation Together 21918 1 0 14-11-2013 37 1 6 7 11 5 3 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +9805 1953 Master Together 56129 0 1 20-06-2013 65 320 48 133 39 72 48 4 6 2 10 4 0 0 0 0 0 0 3 11 0 +6205 1967 Master Single 32557 1 0 24-02-2014 13 34 3 29 0 4 10 3 2 1 3 5 0 0 0 0 0 0 3 11 1 +8442 1985 Master Married 19510 2 0 04-09-2013 63 9 0 7 3 4 7 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +7386 1976 Graduation Divorced 30992 1 0 22-04-2013 83 17 0 14 7 3 2 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +7215 1983 Graduation Single 101970 0 0 12-03-2013 69 722 27 102 44 72 168 0 6 8 13 2 0 1 1 1 0 0 3 11 1 +1491 1965 2n Cycle Together 71488 0 0 18-02-2013 87 162 33 124 40 28 172 2 3 4 7 1 0 0 0 0 0 0 3 11 0 +11071 1984 Graduation Single 79607 0 0 21-04-2013 37 450 133 951 173 0 216 1 3 6 6 1 0 0 0 0 0 0 3 11 1 +3381 1953 Master Married 54348 1 1 08-06-2014 51 70 0 16 0 0 4 2 2 0 4 6 0 0 0 0 0 0 3 11 0 +8268 1961 PhD Married 0 1 11-07-2013 23 352 0 27 10 0 15 3 6 1 7 6 0 0 0 0 0 0 3 11 0 +11051 1956 PhD Together 77376 1 1 10-05-2014 72 492 19 110 16 12 12 4 6 3 10 4 0 0 0 0 0 0 3 11 0 +8026 1952 Graduation Married 62998 0 1 30-09-2013 10 120 58 73 65 89 58 5 5 4 5 5 0 0 0 0 0 0 3 11 0 +433 1958 Master Alone 61331 1 1 10-03-2013 42 534 5 47 0 5 41 5 11 1 6 8 0 0 0 0 0 0 3 11 0 +9597 1969 Graduation Married 73448 0 0 10-02-2014 10 236 106 189 23 41 130 1 7 2 9 4 0 0 0 0 0 0 3 11 0 +1295 1963 Graduation Married 0 1 11-08-2013 96 231 65 196 38 71 124 1 6 5 7 4 0 0 0 0 0 0 3 11 0 +5290 1964 PhD Married 41551 1 1 14-08-2013 51 220 0 33 3 0 23 5 5 1 5 8 0 0 0 0 0 0 3 11 0 +1685 1967 PhD Together 62981 0 0 17-03-2013 21 796 14 590 38 44 0 1 4 5 13 3 0 1 0 0 0 0 3 11 0 +5342 1976 Basic Divorced 9548 1 0 08-08-2012 31 0 1 3 10 6 9 2 1 0 3 8 0 0 0 0 0 0 3 11 0 +9579 1959 PhD Married 33762 2 1 07-07-2013 61 53 1 34 2 0 16 3 2 2 2 8 0 0 0 0 0 0 3 11 0 +7660 1973 PhD Alone 35860 1 1 19-05-2014 37 15 0 8 4 2 20 2 1 1 2 5 1 0 0 0 0 0 3 11 1 +1461 1965 PhD Divorced 36921 1 1 28-07-2013 74 17 1 12 3 1 4 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +821 1992 Master Single 92859 0 0 19-10-2012 46 962 61 921 52 61 20 1 5 4 12 2 0 0 0 0 0 0 3 11 0 +11084 1976 Master Together 65104 0 1 14-11-2013 4 738 0 232 13 20 50 2 3 5 7 7 0 0 0 0 0 0 3 11 1 +8690 1962 Graduation Married 86111 0 0 19-04-2013 73 399 28 756 36 40 126 1 5 7 10 2 0 0 0 0 0 0 3 11 0 +2937 1974 PhD Single 68352 0 1 28-08-2013 47 614 16 132 43 33 33 3 8 5 9 6 0 0 0 0 0 0 3 11 0 +9701 1988 Graduation Together 41883 1 0 19-03-2013 13 32 34 41 73 16 116 3 4 2 3 7 0 0 0 0 0 0 3 11 0 +9949 1976 Graduation Married 59809 0 2 18-10-2012 36 598 16 141 32 41 49 3 3 3 6 8 0 0 0 0 0 0 3 11 0 +10837 1975 Graduation Married 23957 1 0 28-10-2012 47 2 1 18 20 11 16 1 2 0 3 6 0 0 0 0 0 0 3 11 1 +3120 1981 Graduation Together 38547 1 0 28-08-2013 49 6 1 10 0 1 4 1 1 0 2 8 0 0 0 0 0 1 3 11 0 +5885 1973 2n Cycle Married 35688 2 1 22-08-2012 94 73 3 90 12 1 32 7 4 1 4 8 0 0 0 0 0 0 3 11 0 +4050 1966 Master Married 49605 0 0 21-06-2014 65 42 16 29 12 20 8 1 2 1 4 3 0 0 0 0 0 0 3 11 0 +3830 1953 Master Married 59354 0 2 24-04-2014 59 295 21 78 39 13 13 1 4 4 7 3 0 0 0 0 0 0 3 11 0 +7987 1969 Graduation Married 65747 0 1 07-03-2014 96 346 17 48 23 13 13 4 8 1 6 6 0 1 0 0 0 0 3 11 0 +7798 1972 2n Cycle Together 46344 0 1 14-12-2012 28 233 20 57 8 20 91 4 7 1 5 7 0 0 0 0 0 0 3 11 0 +92 1988 Graduation Alone 34176 1 0 12-05-2014 12 5 7 24 19 14 20 4 3 0 4 6 0 0 0 0 0 0 3 11 0 +7055 1952 PhD Together 61010 0 1 09-10-2012 57 888 0 57 0 0 76 2 8 5 11 5 0 0 0 0 0 0 3 11 0 +10240 1949 Graduation Together 69372 0 0 19-02-2013 10 997 26 269 34 13 42 1 10 4 6 4 0 1 1 0 0 0 3 11 1 +3025 1958 Graduation Single 49967 0 1 08-07-2013 4 212 6 69 4 12 3 3 6 1 5 7 0 0 0 0 0 0 3 11 0 +9283 1978 Graduation Single 60199 1 2 12-09-2013 49 8 1 7 2 0 0 1 0 0 3 4 0 0 0 0 0 0 3 11 0 +9970 1977 Graduation Together 55375 0 1 17-10-2013 3 42 11 57 10 28 14 1 1 1 6 2 0 0 0 0 0 0 3 11 0 +2730 1955 Graduation Single 80317 0 0 20-08-2013 64 536 11 387 149 91 57 1 3 4 10 1 0 0 0 0 0 0 3 11 0 +2795 1958 Master Single 30523 2 1 01-07-2013 0 5 0 3 0 0 5 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +9260 1945 PhD Married 70356 0 0 05-11-2012 20 1349 16 249 43 16 33 2 10 6 9 6 0 0 0 0 0 0 3 11 0 +8182 1984 Graduation Married 23228 1 0 05-01-2014 91 53 3 49 7 4 5 4 3 0 4 8 0 0 0 0 0 0 3 11 0 +10095 1975 PhD Divorced 74165 0 0 01-05-2013 9 1001 12 240 16 12 12 1 5 4 10 2 0 0 0 0 0 0 3 11 0 +8475 1973 PhD Married 157243 0 1 01-03-2014 98 20 2 1582 1 2 1 15 0 22 0 0 0 0 0 0 0 0 3 11 0 +4370 1966 Graduation Together 43482 2 1 13-11-2013 83 18 1 32 6 3 28 3 2 0 4 6 0 0 0 0 0 0 3 11 0 +10573 1953 Graduation Divorced 62551 0 0 18-11-2013 27 125 16 98 134 21 27 1 6 7 4 3 1 0 0 0 0 0 3 11 0 +3712 1959 Graduation Divorced 52332 0 0 28-08-2013 63 212 5 33 7 0 2 1 3 2 6 4 0 1 0 0 0 0 3 11 0 +6637 1988 Graduation Single 66951 0 0 02-11-2013 46 277 162 305 173 76 124 1 3 4 7 1 0 0 0 0 0 0 3 11 0 +3152 1957 Graduation Together 26091 1 1 25-02-2014 84 15 10 19 8 17 20 3 2 1 3 5 0 0 0 0 0 0 3 11 0 +5610 1965 Graduation Together 33456 1 1 21-04-2014 58 7 3 10 8 1 7 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +6460 1982 Graduation Married 28718 1 0 13-07-2013 78 12 4 6 11 8 16 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +1349 1970 Graduation Married 50447 2 0 21-04-2014 4 85 7 24 2 3 27 1 3 1 3 6 0 0 0 0 0 0 3 11 0 +1880 1959 PhD Together 53537 1 1 30-01-2014 17 81 0 6 0 0 6 2 2 1 3 5 0 0 0 0 0 0 3 11 0 +641 1967 Graduation Single 52074 0 1 04-04-2014 77 59 0 12 0 0 48 1 2 2 2 4 1 0 0 0 0 0 3 11 0 +8717 1975 PhD Married 80427 0 1 12-09-2012 56 1149 71 449 69 71 26 1 11 8 8 5 0 0 0 0 0 0 3 11 0 +10314 1948 PhD Married 83837 0 0 16-12-2012 79 847 66 119 86 89 111 1 9 10 5 4 0 1 0 1 0 0 3 11 1 +10854 1970 PhD Married 38853 1 1 23-05-2014 90 29 0 14 0 0 2 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +10492 1959 Graduation Together 38285 2 1 24-06-2014 96 2 0 5 2 0 1 1 0 0 3 2 0 0 0 0 0 0 3 11 0 +6935 1951 2n Cycle Married 78497 0 0 01-12-2013 44 207 26 447 75 0 223 1 5 7 12 2 0 0 0 1 0 0 3 11 0 +7698 1976 PhD Married 51650 0 1 11-05-2014 81 152 3 22 2 5 7 1 4 1 4 5 0 0 0 0 0 0 3 11 0 +3559 1988 2n Cycle Married 16248 1 0 10-05-2014 77 12 11 10 3 12 9 3 2 1 3 6 0 0 0 0 0 0 3 11 0 +10562 1946 Master Married 66835 0 0 28-09-2013 21 620 26 195 34 17 141 1 6 4 13 2 0 0 0 0 0 0 3 11 0 +10796 1984 Master Married 30477 1 0 22-01-2014 16 47 1 6 0 0 12 1 1 1 3 6 0 0 0 0 0 0 3 11 0 +2563 1961 Basic Married 28249 0 0 15-06-2014 80 1 9 7 2 14 10 1 2 0 3 6 0 0 0 0 0 0 3 11 0 +3518 1983 Graduation Married 25271 1 0 05-12-2012 45 10 1 18 10 4 7 1 1 1 2 9 0 0 0 0 0 0 3 11 0 +5823 1970 PhD Single 32303 0 1 08-03-2014 63 35 0 2 0 0 2 2 1 0 4 5 0 0 0 0 0 0 3 11 0 +3934 1966 Graduation Married 61286 0 1 02-08-2013 34 356 0 107 19 9 117 2 7 1 8 5 0 0 0 0 0 0 3 11 0 +6982 1976 Graduation Married 74068 0 0 19-03-2013 14 783 30 537 140 76 15 1 4 10 9 2 0 0 0 0 0 0 3 11 0 +6431 1964 PhD Married 45759 1 1 23-02-2013 13 42 1 18 3 0 4 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +9733 1978 Basic Together 24882 1 0 09-09-2012 52 1 4 10 29 0 36 1 1 1 2 6 1 0 0 0 0 0 3 11 0 +5602 1989 PhD Together 66973 0 0 17-05-2013 98 466 22 432 147 113 102 1 8 7 12 3 0 0 0 0 0 0 3 11 0 +7829 1900 2n Cycle Divorced 36640 1 0 26-09-2013 99 15 6 8 7 4 25 1 2 1 2 5 0 0 0 0 0 1 3 11 0 +1324 1988 Graduation Married 38872 1 0 30-05-2013 93 23 3 21 3 19 22 2 3 0 3 8 0 0 0 0 0 0 3 11 0 +326 1973 Graduation Married 51148 1 1 18-02-2013 38 235 6 45 8 9 12 4 5 1 6 6 0 0 0 0 0 0 3 11 0 +7224 1977 Graduation Married 31353 1 1 29-12-2013 24 10 0 10 3 1 7 2 1 1 2 8 0 0 0 0 0 0 3 11 0 +6999 1980 Master Married 69661 0 0 13-05-2014 80 656 16 106 32 16 8 1 7 3 12 3 0 0 0 0 0 0 3 11 0 +9938 1954 Graduation Married 80067 0 0 19-09-2013 82 519 17 813 27 173 51 1 4 6 6 2 0 0 1 0 0 0 3 11 0 +6422 1954 Graduation Married 86718 0 0 17-01-2013 20 344 189 482 50 33 172 1 5 6 5 2 0 0 0 0 0 0 3 11 0 +3182 1973 PhD Single 46854 1 1 31-03-2014 81 96 1 79 7 1 79 6 5 1 3 8 1 0 0 0 0 0 3 11 1 +7300 1952 Graduation Divorced 69142 0 1 29-06-2014 50 448 4 34 6 4 39 3 8 1 7 5 0 1 0 0 0 0 3 11 0 +10424 1968 Graduation Single 75922 0 0 09-12-2013 60 265 138 553 224 23 92 1 4 4 9 1 0 0 0 0 0 0 3 11 0 +8727 1978 Graduation Divorced 63693 0 1 14-10-2013 63 587 43 337 42 87 54 3 11 6 9 6 0 0 0 0 0 0 3 11 0 +2798 1977 PhD Together 102160 0 0 02-11-2012 54 763 29 138 76 176 58 0 7 9 10 4 0 1 1 1 0 0 3 11 1 +1030 1965 PhD Single 40637 1 1 17-07-2013 72 22 0 13 0 0 3 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +624 1984 Master Single 18890 0 0 10-11-2012 5 6 4 1 7 2 15 1 0 1 2 6 1 0 0 0 0 0 3 11 1 +5176 1988 Graduation Together 29604 1 0 08-12-2013 88 7 6 13 7 6 14 1 1 0 3 9 1 0 0 0 0 0 3 11 0 +5552 1963 Master Divorced 48721 1 1 13-05-2013 50 81 18 113 47 13 21 6 4 2 5 6 0 0 0 0 0 0 3 11 0 +868 1966 Graduation Married 44794 0 1 08-06-2014 99 54 0 7 0 0 4 1 2 0 3 6 0 0 0 0 0 0 3 11 0 +380 1954 Graduation Divorced 64497 0 1 10-09-2012 17 1170 48 320 42 32 192 5 11 4 9 8 1 0 0 0 0 0 3 11 1 +2677 1956 Graduation Together 46097 0 1 31-03-2013 11 72 24 68 65 4 8 5 3 1 6 4 0 0 0 0 0 0 3 11 0 +6521 1954 Graduation Together 77972 0 0 18-03-2014 18 613 22 319 33 102 12 1 4 6 9 1 0 0 0 0 0 0 3 11 0 +6927 1968 PhD Married 44377 1 1 05-10-2012 70 224 0 30 0 0 10 8 5 1 5 8 0 0 0 0 0 0 3 11 0 +2877 1974 Master Together 46014 1 1 21-01-2013 21 410 0 59 19 9 44 10 7 1 8 7 0 0 0 0 0 0 3 11 0 +0 1985 Graduation Married 70951 0 0 04-05-2013 66 239 10 554 254 87 54 1 3 4 9 1 0 0 0 0 0 0 3 11 0 +1584 1977 Graduation Married 41443 1 0 01-04-2014 79 171 7 171 25 19 89 6 8 1 5 8 0 0 0 0 0 0 3 11 0 +7264 1978 2n Cycle Single 52195 2 1 12-05-2014 2 12 0 4 0 0 1 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +6274 1948 Master Married 83790 0 0 15-11-2013 81 1076 16 417 42 48 16 1 8 10 6 3 0 1 1 0 0 0 3 11 0 +1377 1954 Master Widow 44551 0 1 31-08-2013 24 182 4 33 0 0 66 2 4 1 5 7 0 0 0 0 0 0 3 11 0 +454 1980 Graduation Together 69508 1 0 14-11-2012 48 824 32 162 42 32 43 2 11 4 11 6 0 0 0 0 0 0 3 11 0 +1755 1988 2n Cycle Together 45204 1 0 11-04-2014 93 30 11 25 29 1 18 1 1 1 4 3 0 0 0 0 0 0 3 11 0 +2075 1969 Graduation Married 72460 0 0 14-11-2013 56 377 10 540 80 30 10 1 3 5 7 1 0 0 0 0 0 0 3 11 0 +4785 1970 PhD Together 77622 0 2 14-04-2014 3 520 7 154 19 0 14 2 6 3 11 3 0 0 0 0 0 0 3 11 0 +9076 1980 PhD Married 30732 1 0 05-01-2013 44 155 1 25 0 1 3 4 4 1 4 8 0 0 0 0 0 0 3 11 0 +7079 1962 Graduation Divorced 63887 0 1 08-09-2012 38 897 23 207 15 11 92 5 9 6 12 6 0 0 0 0 0 0 3 11 0 +4653 1978 Graduation Together 42011 1 0 26-03-2013 46 131 0 16 2 1 39 4 3 1 4 8 0 0 0 0 0 0 3 11 0 +7375 1976 Graduation Together 51369 0 1 25-10-2012 84 297 7 79 0 11 182 2 8 2 4 8 0 0 0 0 0 0 3 11 0 +709 1952 Graduation Divorced 51537 0 1 09-12-2012 27 787 20 204 0 0 92 3 2 2 11 8 0 0 0 0 0 0 3 11 0 +460 1972 PhD Married 79930 0 0 08-08-2012 72 792 86 740 67 51 17 1 3 5 8 2 0 0 0 0 0 0 3 11 0 +3726 1986 PhD Together 34320 1 0 16-02-2014 66 4 1 9 3 0 0 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +6798 1966 Graduation Single 37070 1 1 20-03-2013 30 231 7 137 4 15 39 9 5 1 8 7 0 0 0 0 0 0 3 11 1 +5341 1962 2n Cycle Divorced 81975 0 1 05-01-2013 2 983 76 184 180 138 27 1 6 3 4 7 0 0 1 0 0 0 3 11 0 +1606 1971 Graduation Together 38590 1 0 15-05-2013 65 3 1 8 4 3 3 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +9617 1951 Graduation Single 15033 0 0 16-04-2014 37 0 4 5 6 0 4 1 1 0 3 3 0 0 0 0 0 0 3 11 0 +3233 1965 PhD Married 62745 0 1 23-03-2013 89 562 21 464 28 10 32 3 7 8 11 5 0 0 0 0 0 0 3 11 0 +89 1975 2n Cycle Married 22212 1 0 09-12-2013 49 5 9 20 6 8 21 2 2 0 4 6 0 0 0 0 0 0 3 11 0 +2936 1982 Master Together 23661 1 0 04-12-2013 46 18 0 4 0 0 1 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +9449 1958 PhD Single 79761 0 1 04-10-2013 32 415 5 124 15 35 11 1 5 2 11 3 0 0 0 0 0 0 3 11 0 +7297 1973 Graduation Single 7500 1 0 26-12-2013 54 5 3 10 12 7 20 4 3 1 3 7 0 0 0 0 0 0 3 11 0 +11004 1893 2n Cycle Single 60182 0 1 17-05-2014 23 8 0 5 7 0 2 1 1 0 2 4 0 0 0 0 0 0 3 11 0 +313 1968 Graduation Widow 73455 0 0 28-10-2013 98 901 61 757 186 163 20 1 6 5 10 3 0 1 0 0 0 0 3 11 0 +9940 1958 Graduation Together 64961 0 1 23-12-2012 97 382 114 276 75 124 38 2 6 4 4 3 0 0 0 0 0 0 3 11 0 +10735 1971 Graduation Single 22804 1 0 31-07-2013 75 14 1 7 2 1 1 1 2 0 2 9 0 0 0 0 0 0 3 11 0 +9529 1990 Graduation Married 73687 0 0 28-11-2013 8 559 153 503 218 13 181 1 3 9 9 2 0 0 0 1 0 0 3 11 1 +6439 1958 Graduation Married 61074 0 1 17-08-2012 37 789 0 133 0 28 152 7 11 5 8 7 0 0 0 0 0 0 3 11 0 +7411 1964 PhD Married 31686 1 1 05-06-2014 31 11 0 5 0 0 1 2 1 0 3 6 0 0 0 0 0 0 3 11 0 +2176 1972 Graduation Married 80134 1 0 20-05-2013 40 1218 16 272 104 0 80 2 5 3 6 6 0 1 1 1 0 0 3 11 1 +9265 1953 Graduation Married 75027 0 1 09-01-2013 74 925 64 179 133 12 77 2 9 4 6 5 0 0 0 0 0 0 3 11 0 +8867 1988 PhD Married 67546 0 0 31-08-2012 90 864 134 768 150 38 172 1 4 10 5 3 0 0 0 0 0 0 3 11 0 +8932 1969 Master Together 65176 0 1 29-10-2012 57 960 28 183 220 70 70 4 9 6 6 6 0 0 0 0 0 0 3 11 0 +10236 1975 Master Single 31160 1 0 16-09-2013 59 16 3 25 6 1 13 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +6340 1985 Graduation Single 29938 1 0 27-10-2013 52 3 3 7 0 2 11 2 1 0 3 6 0 0 0 0 0 0 3 11 0 +10089 1974 Graduation Divorced 102692 0 0 05-04-2013 5 168 148 444 32 172 148 1 6 9 13 2 0 1 1 1 1 0 3 11 1 +2227 1958 2n Cycle Together 26490 0 0 22-09-2012 92 45 47 52 21 20 25 2 3 1 5 6 0 0 0 0 0 0 3 11 0 +10992 1967 Graduation Together 75702 1 1 29-08-2012 77 650 28 353 45 42 30 5 4 6 11 8 0 0 0 0 0 0 3 11 0 +5304 1974 PhD Single 30899 1 0 13-10-2012 35 24 0 8 0 0 1 2 1 0 3 6 0 0 0 0 0 0 3 11 0 +309 1961 PhD Together 63342 0 1 16-10-2012 48 918 21 118 13 10 21 3 8 3 5 6 0 1 0 0 0 0 3 11 0 +3406 1964 Graduation Single 45989 0 1 22-10-2012 97 138 33 87 28 24 12 4 3 2 7 3 0 0 0 0 0 0 3 11 0 +2661 1964 Graduation Single 18701 1 1 04-06-2013 95 12 4 2 10 6 10 4 2 0 4 5 0 0 0 0 0 0 3 11 0 +3153 1957 PhD Single 40737 2 1 08-12-2013 24 11 0 4 0 0 2 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +10264 1979 Graduation Divorced 15287 1 0 10-10-2012 60 1 2 8 4 3 13 2 1 1 2 7 1 0 0 0 0 0 3 11 1 +1184 1968 PhD Divorced 69674 0 2 22-05-2013 46 554 41 215 11 0 24 3 10 2 10 5 0 0 0 0 0 0 3 11 0 +4200 1970 Master Married 44159 1 0 17-06-2014 85 167 2 62 24 13 7 4 4 1 6 5 0 0 0 0 0 0 3 11 0 +9396 1978 PhD Married 37717 1 0 23-11-2012 31 9 0 6 4 1 5 1 1 0 2 9 0 0 0 0 0 0 3 11 0 +2387 1952 Master Together 43776 1 1 03-02-2013 9 177 2 71 3 2 20 6 5 2 4 8 0 0 0 0 0 0 3 11 1 +6690 1966 Master Married 38179 1 1 14-03-2013 30 38 4 22 4 2 20 4 3 1 3 7 0 0 0 0 0 0 3 11 0 +1225 1963 Graduation Married 80124 0 0 26-06-2014 47 483 84 398 205 84 241 1 3 7 8 1 1 0 0 0 0 0 3 11 0 +9703 1970 PhD Married 38097 1 1 15-10-2012 70 77 2 35 0 1 69 4 3 2 2 7 1 0 0 0 0 0 3 11 1 +291 1970 Graduation Married 72940 0 0 19-06-2013 13 182 74 298 162 149 116 1 3 3 6 1 0 0 0 0 0 0 3 11 0 +4557 1970 Graduation Together 22070 1 0 04-10-2013 11 10 7 19 8 2 21 2 2 2 2 6 0 0 0 0 0 0 3 11 0 +2379 1953 Graduation Single 69267 0 0 22-09-2012 31 778 44 499 95 73 146 2 3 4 5 7 0 0 0 0 0 0 3 11 1 +5726 1983 Master Single 31788 1 0 20-03-2014 15 16 7 23 0 8 6 3 3 0 4 5 0 0 0 0 0 1 3 11 0 +3066 1975 PhD Together 61905 0 1 04-02-2014 2 167 0 43 6 2 13 2 4 2 4 5 0 0 0 0 0 0 3 11 0 +6336 1960 Graduation Married 29315 1 1 06-04-2014 55 13 2 14 8 7 4 4 2 0 4 6 0 0 0 0 0 0 3 11 0 +10967 1963 Graduation Divorced 33378 1 1 06-02-2013 38 33 6 40 3 7 10 3 2 0 4 7 0 0 0 0 0 0 3 11 0 +2304 1963 PhD Together 66313 0 1 16-09-2013 86 625 7 99 10 22 7 2 6 3 12 4 0 0 0 0 0 0 3 11 0 +3445 1956 Graduation Single 60714 0 0 17-01-2013 56 216 162 224 101 92 162 2 7 4 10 5 0 0 0 0 0 0 3 11 1 +7828 1981 Master Together 77882 0 0 30-04-2014 29 68 129 396 188 22 15 1 3 3 5 1 0 0 0 0 0 0 3 11 0 +3762 1986 PhD Single 69867 0 0 02-04-2013 30 196 0 512 33 130 54 1 3 5 8 1 0 0 0 1 0 0 3 11 1 +4391 1968 Master Divorced 63841 0 1 21-04-2013 64 635 15 100 20 7 131 1 9 3 9 6 0 0 0 0 0 0 3 11 0 +4669 1981 Basic Married 24480 1 0 11-02-2013 46 4 19 9 28 25 17 3 3 0 4 7 0 0 0 0 0 0 3 11 0 +10144 1976 Graduation Together 51369 0 1 25-10-2012 84 297 7 79 0 11 182 2 8 2 4 8 0 0 0 0 0 0 3 11 0 +8652 1946 Graduation Together 37760 0 0 31-08-2012 20 84 5 38 150 12 28 2 4 1 6 7 0 0 0 0 0 0 3 11 0 +1672 1974 PhD Together 65640 0 1 01-03-2014 74 204 7 149 20 15 66 1 5 1 8 2 0 0 0 0 0 0 3 11 0 +8962 1975 Master Married 44319 1 1 17-04-2014 18 26 0 8 0 0 3 2 2 0 3 5 0 0 0 0 0 0 3 11 0 +9974 1974 Graduation Married 30631 1 0 12-07-2013 75 15 6 20 4 5 20 1 3 1 2 7 0 0 0 0 0 0 3 11 0 +10983 1952 Graduation Together 75278 0 0 29-01-2013 17 304 98 230 150 74 74 1 6 3 13 3 0 0 0 0 0 0 3 11 0 +8148 1956 Master Together 50898 1 1 08-01-2013 88 285 28 242 55 114 135 13 6 2 12 5 0 0 0 0 0 0 3 11 0 +10102 1966 Graduation Widow 79946 0 0 12-05-2014 19 395 183 565 166 141 28 1 5 11 5 3 0 0 0 0 0 0 3 11 0 +4697 1949 Master Divorced 35416 0 0 13-06-2013 62 248 3 81 4 3 51 3 7 1 5 8 0 0 0 0 0 0 3 11 0 +9262 1984 2n Cycle Together 32414 0 0 04-07-2013 11 20 6 5 0 9 12 1 1 0 3 7 1 0 0 0 0 0 3 11 0 +7254 1969 Graduation Together 38361 1 0 27-12-2013 74 39 0 56 20 8 14 3 3 1 3 7 0 0 0 0 0 0 3 11 0 +4543 1980 Graduation Married 82497 0 0 31-10-2012 32 777 129 573 216 21 203 1 2 7 9 4 0 0 1 0 0 0 3 11 0 +4927 1971 Graduation Together 16626 2 0 15-01-2014 76 8 3 22 21 1 13 3 3 0 3 9 0 0 0 0 0 0 3 11 0 +10451 1965 Graduation Together 29672 1 1 12-03-2013 6 9 1 3 0 4 8 1 0 0 3 6 0 0 0 0 0 0 3 11 0 +2926 1952 Master Together 55951 0 1 23-08-2012 62 1241 0 80 0 13 40 3 3 6 11 8 0 1 0 0 1 0 3 11 0 +2874 1988 2n Cycle Divorced 35388 1 0 07-03-2013 20 6 4 7 4 3 8 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +9738 1986 Master Together 42386 1 0 13-01-2013 43 65 4 16 0 4 11 1 3 0 3 8 0 0 0 0 0 0 3 11 0 +7119 1982 Graduation Single 68627 0 0 12-01-2013 45 395 15 263 60 54 38 1 2 3 6 1 0 0 0 0 0 0 3 11 0 +3924 1965 PhD Divorced 57912 0 1 17-03-2014 34 801 0 80 0 0 35 5 8 3 12 5 0 1 0 0 0 0 3 11 0 +5827 1958 Graduation Divorced 35246 1 1 16-04-2014 53 36 0 12 2 2 10 4 3 1 3 5 0 0 0 0 0 0 3 11 0 +5596 1956 2n Cycle Together 58821 0 1 12-10-2013 44 513 14 154 19 0 28 1 9 2 9 6 0 0 0 0 0 0 3 11 0 +10812 1978 PhD Married 46377 1 0 01-03-2014 89 37 0 46 4 3 0 1 2 1 3 4 0 0 0 0 0 0 3 11 0 +1717 1988 Graduation Single 39747 1 0 13-04-2014 43 80 15 93 20 13 52 3 5 1 4 8 0 0 0 0 0 0 3 11 0 +9491 1984 Graduation Together 23976 1 0 27-12-2013 68 14 1 21 2 3 25 3 3 1 3 7 0 0 0 0 0 0 3 11 0 +9274 1961 Master Married 80950 0 0 28-03-2013 44 525 147 112 219 147 63 1 6 7 9 2 0 0 0 1 0 0 3 11 0 +6609 1966 Graduation Widow 27038 0 0 18-09-2012 64 1 26 25 17 23 15 1 3 0 3 9 0 0 0 0 0 0 3 11 1 +6963 1947 Graduation Single 77457 0 0 05-03-2014 85 675 11 400 15 45 11 1 2 5 10 1 0 0 1 0 0 0 3 11 0 +4440 1964 Master Married 64100 0 1 10-09-2013 93 509 0 27 0 0 10 1 8 3 6 7 0 1 0 0 0 0 3 11 0 +1379 1992 Master Together 42670 0 0 27-04-2013 12 154 2 46 20 4 15 1 4 2 4 4 0 0 0 0 0 0 3 11 0 +10032 1976 Graduation Divorced 12571 1 0 18-01-2014 86 3 5 14 2 12 17 4 3 1 3 6 0 0 0 0 0 0 3 11 0 +2826 1967 Graduation Married 22574 2 1 28-10-2013 28 25 0 8 2 0 2 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +2437 1989 Graduation Married 0 0 03-06-2013 69 861 138 461 60 30 61 1 6 5 12 3 0 1 0 1 0 0 3 11 0 +6320 1976 Master Single 70893 0 0 06-02-2013 42 768 44 561 77 44 14 1 6 6 10 3 0 0 0 0 0 0 3 11 0 +3050 1966 Graduation Married 54198 1 1 17-12-2013 13 185 0 28 3 2 17 6 3 1 6 4 0 0 0 0 0 0 3 11 0 +231 1956 Master Together 28839 1 1 11-03-2014 86 24 0 7 0 0 1 2 2 0 3 5 0 0 0 0 0 0 3 11 0 +2392 1972 Graduation Married 40321 1 1 29-07-2013 59 44 4 21 6 0 27 2 3 0 3 7 0 0 0 0 0 0 3 11 0 +9478 1985 Graduation Single 66503 1 0 14-08-2012 30 91 64 128 65 3 50 2 4 3 6 3 0 0 0 0 0 0 3 11 0 +113 1951 Graduation Married 30833 1 1 16-07-2013 33 11 0 7 3 1 6 2 1 0 3 5 0 0 0 0 0 0 3 11 0 +2863 1970 Graduation Single 1 2 23-08-2013 67 738 20 172 52 50 20 6 2 3 10 7 0 1 0 1 0 0 3 11 0 +1802 1971 Graduation Married 64795 0 1 17-01-2013 23 412 5 119 38 29 77 3 3 3 12 2 0 0 0 0 0 0 3 11 0 +520 1974 Graduation Married 34421 1 0 01-07-2013 81 3 3 7 6 2 9 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +8275 1965 PhD Divorced 47025 1 1 09-02-2014 6 16 0 3 0 0 1 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +9750 1961 PhD Divorced 64325 0 1 07-02-2013 41 731 60 353 78 12 73 5 10 3 5 7 0 0 0 0 0 0 3 11 0 +2607 1953 Graduation Single 40464 0 1 11-01-2013 78 424 17 118 7 23 41 6 8 2 8 8 0 0 0 0 0 0 3 11 0 +7214 1957 Graduation Married 62187 0 0 05-07-2013 49 792 0 275 45 45 126 1 4 8 5 3 0 0 0 0 0 0 3 11 0 +5835 1976 PhD Divorced 14849 1 0 02-07-2013 39 21 2 28 3 2 9 3 2 0 4 8 0 0 0 0 0 0 3 11 0 +3896 1984 Graduation Married 27255 1 0 07-11-2013 3 22 1 11 0 1 2 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +10350 1950 PhD Married 54432 2 1 09-05-2013 37 33 0 5 0 0 0 1 1 0 3 4 0 0 0 0 0 0 3 11 0 +7786 1986 PhD Single 29999 1 0 13-02-2013 22 68 7 59 10 5 11 4 3 1 4 8 0 0 0 0 0 0 3 11 0 +2861 1983 Graduation Single 24072 1 0 16-04-2013 79 9 1 6 3 0 4 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +663 1989 PhD Single 33996 0 0 11-09-2013 46 40 2 15 8 0 6 1 1 1 3 4 0 0 0 0 0 0 3 11 0 +10675 1956 PhD Married 66334 0 1 03-04-2013 82 909 11 218 0 0 23 2 9 3 5 5 0 0 0 0 0 0 3 11 1 +2521 1971 Master Married 35178 1 0 10-01-2013 10 23 1 13 2 2 18 1 1 1 2 7 1 0 0 0 0 0 3 11 1 +9592 1983 Graduation Together 22010 1 0 30-06-2013 51 11 2 9 3 0 8 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +10151 1960 Graduation Divorced 62204 0 2 12-09-2012 38 317 46 247 151 46 139 1 4 5 12 3 0 0 0 0 0 0 3 11 0 +7381 1968 Graduation Divorced 75693 0 0 06-12-2012 10 797 153 293 72 97 30 1 11 4 6 4 0 1 1 1 0 0 3 11 1 +4099 1972 Graduation Married 30675 1 0 12-11-2012 14 10 2 16 11 2 21 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +9560 1965 Graduation Together 83003 0 0 03-03-2013 18 856 61 570 40 25 122 1 7 6 8 3 0 0 1 0 0 0 3 11 1 +1150 1899 PhD Together 83532 0 0 26-09-2013 36 755 144 562 104 64 224 1 4 6 4 1 0 0 1 0 0 0 3 11 0 +10172 1988 Graduation Single 68655 0 0 10-08-2012 95 456 19 832 75 118 38 1 4 5 11 3 0 0 0 0 0 0 3 11 0 +11191 1986 Graduation Divorced 41411 0 0 07-12-2013 11 37 32 38 11 3 18 1 2 1 4 6 0 0 0 0 0 0 3 11 0 +9707 1969 PhD Married 55212 0 1 23-11-2012 65 1103 0 45 0 0 34 3 4 2 11 8 0 1 0 0 1 0 3 11 0 +6245 1950 PhD Together 59292 0 1 13-06-2013 71 378 14 68 19 14 14 2 3 5 8 3 0 0 0 0 0 0 3 11 0 +8234 1973 Basic Together 27190 1 0 15-08-2013 13 1 6 7 0 1 3 1 1 0 2 8 1 0 0 0 0 0 3 11 1 +1411 1952 Graduation Divorced 82623 0 0 10-11-2013 58 204 34 204 172 153 173 1 2 9 4 1 0 0 0 0 0 0 3 11 0 +8553 1965 Graduation Married 44300 1 1 23-06-2013 65 30 0 9 0 0 3 2 1 0 3 6 0 0 0 0 0 0 3 11 0 +1826 1970 Graduation Divorced 84835 0 0 16-06-2014 0 189 104 379 111 189 218 1 4 4 6 1 0 0 0 0 0 0 3 11 1 +8842 1971 Graduation Widow 30372 1 1 25-12-2012 33 15 0 12 7 3 7 3 2 0 3 7 0 0 0 0 0 0 3 11 0 +11030 1976 Master Married 33181 1 0 03-01-2014 90 9 0 3 0 0 4 1 1 0 2 6 1 0 0 0 0 0 3 11 0 +2579 1957 Graduation Married 71113 0 1 17-12-2013 95 495 33 255 11 33 8 4 6 7 9 4 0 0 0 0 0 0 3 11 0 +175 1986 Graduation Married 71952 1 0 10-01-2013 93 656 80 455 52 107 93 2 8 4 8 4 1 0 1 0 0 0 3 11 0 +9185 1966 PhD Single 69759 0 0 28-10-2013 38 452 20 514 13 30 0 3 4 6 5 3 0 0 0 0 0 0 3 11 1 +11056 1974 Graduation Married 72099 0 0 27-10-2012 18 546 91 410 119 0 22 1 3 4 10 1 0 0 0 0 0 0 3 11 0 +9365 1976 PhD Single 60000 0 1 22-12-2012 57 1048 0 217 0 0 12 5 11 3 5 6 0 0 0 0 0 0 3 11 0 +6201 1978 Graduation Single 38643 1 1 29-11-2013 45 22 2 14 0 1 10 2 2 0 3 7 0 0 0 0 0 1 3 11 0 +2061 1955 Graduation Married 50737 0 1 11-05-2013 61 78 0 11 0 0 10 1 2 0 4 6 0 1 0 0 0 0 3 11 0 +6184 1969 PhD Married 68462 0 0 12-12-2012 6 561 64 785 84 128 48 1 3 3 8 1 0 0 0 0 0 0 3 11 0 +6142 1943 Master Married 65073 0 0 20-08-2013 65 629 17 177 69 0 8 1 5 3 5 2 0 0 0 0 0 1 3 11 0 +4107 1948 PhD Together 46681 0 2 08-10-2013 52 269 15 69 15 19 38 2 4 6 4 5 0 0 0 0 0 0 3 11 0 +7274 1957 Graduation Married 78618 0 0 28-09-2012 87 736 163 818 212 163 61 1 4 7 10 2 0 1 0 0 0 0 3 11 0 +9336 1969 PhD Widow 62187 0 1 22-03-2014 38 512 0 83 0 0 41 3 6 2 10 4 0 0 0 0 0 0 3 11 0 +2958 1978 Graduation Married 28442 2 0 24-02-2014 53 19 3 10 11 8 6 3 2 1 4 4 0 0 0 0 0 0 3 11 0 +933 1978 PhD Married 37717 1 0 23-11-2012 31 9 0 6 4 1 5 1 1 0 2 9 0 0 0 0 0 0 3 11 0 +5837 1967 Graduation Married 51479 1 1 28-12-2012 67 247 8 160 6 8 65 7 6 3 6 7 0 0 0 0 0 0 3 11 0 +10704 1969 Graduation Single 54803 0 1 21-08-2012 65 404 0 92 28 27 142 2 6 2 9 4 0 0 0 0 0 0 3 11 0 +5125 1960 Graduation Married 79530 0 0 17-05-2013 64 333 0 815 129 42 29 1 4 10 11 2 0 0 0 0 0 0 3 11 0 +4432 1976 Graduation Divorced 31615 1 0 16-03-2013 82 2 3 20 6 11 9 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +5955 1962 Graduation Together 72025 0 0 17-11-2012 27 833 33 549 151 133 233 1 4 3 8 3 0 0 0 0 0 0 3 11 0 +2928 1975 PhD Single 52614 0 1 01-12-2012 63 789 0 142 12 9 38 2 2 4 8 8 0 0 0 0 0 0 3 11 0 +5680 1984 2n Cycle Married 35684 1 0 22-04-2014 66 10 4 7 0 6 3 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +10313 1975 Graduation Married 48178 1 1 28-10-2012 69 159 4 45 6 2 38 6 5 1 4 8 0 0 0 0 0 0 3 11 0 +2557 1970 Master Single 29548 1 0 29-08-2013 52 7 1 6 3 1 11 1 1 1 2 4 1 0 0 0 0 0 3 11 0 +1245 1966 Graduation Single 63810 0 1 11-11-2012 45 977 12 253 16 12 101 4 4 3 12 8 0 1 0 0 0 0 3 11 0 +1519 1972 PhD Single 38578 1 1 22-06-2013 2 38 4 22 3 3 3 3 3 0 3 8 0 0 0 0 0 0 3 11 1 +10703 1975 Master Single 46098 1 1 18-08-2012 86 57 0 27 0 0 36 4 3 2 2 8 0 0 0 0 0 0 3 11 0 +1726 1970 Graduation Single 22585 0 0 18-03-2013 23 3 9 15 13 2 39 1 1 1 2 9 1 0 0 0 0 0 3 11 1 +4459 1989 Graduation Single 30279 1 0 30-12-2012 13 10 4 14 4 4 1 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +1729 1961 PhD Together 66426 0 1 02-10-2013 14 1043 24 97 32 24 157 2 3 5 10 6 0 0 0 0 0 0 3 11 0 +1517 1969 Graduation Single 30822 1 0 14-06-2013 92 3 9 13 2 12 12 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +2098 1969 PhD Married 33581 2 0 08-01-2013 38 11 0 5 0 0 1 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +9543 1985 Graduation Married 19986 1 0 14-11-2013 74 3 6 5 0 2 6 1 0 0 3 7 0 0 0 0 0 0 3 11 0 +6878 1954 Graduation Widow 27421 0 0 12-12-2012 14 43 12 96 78 40 55 3 4 1 6 7 0 0 0 0 0 0 3 11 0 +3310 1973 2n Cycle Married 35688 2 1 22-08-2012 94 73 3 90 12 1 32 7 4 1 4 8 0 0 0 0 0 0 3 11 0 +2724 1981 Master Single 36143 1 0 30-03-2014 33 12 0 1 0 0 6 1 0 1 2 3 0 0 0 0 0 0 3 11 0 +948 1971 Graduation Single 10245 1 0 15-05-2013 32 4 7 7 6 4 13 3 1 2 2 5 0 0 0 0 0 0 3 11 0 +6720 1968 Master Together 43795 0 1 16-10-2013 11 314 11 53 4 3 107 3 7 3 4 7 0 1 0 0 0 0 3 11 1 +6202 1960 Graduation Together 63381 0 1 05-10-2012 78 571 50 142 33 50 159 4 4 5 13 2 0 0 0 0 0 0 3 11 0 +2066 1949 Graduation Together 38823 0 1 30-08-2012 56 70 0 11 2 8 23 1 2 1 3 6 0 0 0 0 0 0 3 11 0 +9799 1968 PhD Divorced 83664 1 1 08-05-2013 57 866 21 151 28 21 86 3 2 2 12 5 0 0 0 0 0 0 3 11 0 +8318 1979 Graduation Together 90300 0 0 03-01-2014 7 594 134 786 33 134 57 0 5 6 8 1 0 0 1 0 0 0 3 11 0 +5642 1979 Master Together 62499 1 0 09-12-2013 0 140 4 61 0 13 4 2 3 1 6 4 0 0 0 0 0 0 3 11 0 +2669 1993 Graduation Single 74293 0 0 04-05-2014 66 375 152 335 93 91 81 1 5 4 6 2 0 0 0 0 0 0 3 11 0 +455 1946 PhD Married 51012 0 0 18-04-2013 86 102 9 63 2 9 24 1 4 1 4 6 0 0 0 0 0 0 3 11 0 +7683 1968 Master Married 70777 0 1 25-02-2014 80 554 35 113 0 7 78 3 5 3 12 3 0 0 0 0 0 0 3 11 0 +3428 1991 PhD Together 68682 0 0 06-10-2013 56 919 0 505 99 30 45 1 4 9 10 2 0 0 0 0 0 0 3 11 0 +7414 1971 Graduation Married 43824 1 1 15-09-2012 18 96 1 42 12 3 32 4 3 1 4 8 0 0 0 0 0 0 3 11 0 +6354 1984 Graduation Together 15345 1 0 31-08-2012 51 5 2 16 3 2 19 2 1 1 2 8 0 0 0 0 0 0 3 11 1 +798 1987 Graduation Single 23442 1 0 24-12-2012 71 2 0 6 8 6 5 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +8213 1980 2n Cycle Together 14515 1 0 09-11-2012 71 6 4 9 6 36 35 4 2 2 3 7 0 0 0 0 0 0 3 11 1 +2488 1956 2n Cycle Divorced 31395 1 1 23-03-2013 80 23 1 25 0 8 7 4 2 1 3 6 0 0 0 0 0 0 3 11 0 +9999 1965 Graduation Together 75276 0 0 27-09-2012 2 610 105 125 137 42 21 1 9 4 9 5 0 0 0 0 0 0 3 11 0 +7617 1974 Graduation Single 42373 1 1 15-08-2013 83 67 5 61 3 8 19 5 2 1 5 5 0 0 0 0 0 0 3 11 0 +615 1960 Graduation Together 30507 0 0 11-03-2013 29 65 36 74 38 20 110 1 5 1 4 7 0 0 0 0 0 0 3 11 0 +2552 1955 PhD Single 55521 1 2 22-10-2013 11 416 0 26 0 0 4 9 6 3 6 7 0 1 0 0 0 0 3 11 1 +194 1965 Graduation Married 48006 1 1 09-06-2014 55 23 0 11 3 2 2 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +3645 1972 PhD Single 27213 1 0 30-08-2012 19 19 3 26 10 9 3 3 2 0 4 8 0 0 0 0 0 0 3 11 1 +8890 1971 PhD Divorced 65808 1 1 30-05-2014 1 155 7 80 13 7 10 3 5 1 5 6 0 0 0 0 0 0 3 11 0 +5049 1974 PhD Together 30351 1 0 06-06-2013 19 14 0 24 3 3 2 1 3 0 2 9 0 0 0 0 0 0 3 11 0 +9973 1963 Graduation Married 50437 0 2 17-10-2012 28 370 9 92 6 9 4 3 7 1 8 7 0 0 0 0 0 0 3 11 0 +7301 1982 2n Cycle Single 23616 1 0 17-11-2012 76 4 22 11 3 7 32 2 3 0 3 8 0 0 0 0 0 0 3 11 1 +10882 1976 Graduation Married 53858 0 1 09-11-2012 50 407 53 221 58 150 26 4 4 3 6 4 0 0 0 0 0 0 3 11 0 +7030 1955 PhD Married 66465 0 1 30-03-2013 1 1200 0 204 38 29 14 3 11 9 12 6 0 0 0 1 0 0 3 11 0 +7422 1987 Graduation Single 46923 1 0 22-08-2012 90 85 44 54 102 78 6 3 5 1 7 7 0 0 0 0 0 0 3 11 0 +3523 1962 Graduation Together 75072 0 1 23-01-2013 83 583 34 309 0 22 125 2 5 4 8 3 0 0 0 0 0 0 3 11 0 +7106 1943 PhD Married 75865 0 0 31-03-2014 73 483 0 591 156 0 12 1 3 5 10 1 0 0 0 0 0 0 3 11 0 +6504 1975 2n Cycle Together 19789 1 0 20-11-2013 24 2 5 9 28 6 28 3 2 1 3 5 1 0 0 0 0 0 3 11 0 +5067 1994 Graduation Together 80134 0 0 14-02-2014 11 966 26 282 52 26 26 1 2 7 11 5 0 1 1 1 1 0 3 11 0 +4216 1981 Graduation Single 91065 0 0 22-02-2013 33 822 114 108 179 137 114 1 7 9 9 3 0 0 1 1 0 0 3 11 1 +8581 1971 Master Married 49505 1 1 05-03-2013 4 604 0 100 19 0 28 9 10 2 8 8 0 0 0 0 0 0 3 11 0 +5929 1973 PhD Married 37401 1 0 06-05-2014 14 19 3 19 3 1 3 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +3129 1983 Graduation Married 30096 1 0 22-05-2014 30 5 3 11 12 5 9 1 2 0 3 6 0 0 0 0 0 0 3 11 0 +6528 1982 Master Together 18492 1 0 05-06-2014 75 2 2 2 2 1 1 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +1361 1974 Master Married 82584 0 0 04-06-2013 26 1076 68 103 29 91 68 1 3 4 8 1 0 1 1 0 0 0 3 11 1 +6932 1941 PhD Married 93027 0 0 13-04-2013 77 1285 42 716 55 0 21 0 7 10 5 2 0 0 1 0 0 0 3 11 0 +7284 1953 Graduation Married 48686 1 2 04-12-2013 8 10 0 7 2 0 1 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +1340 1986 Graduation Married 92910 0 0 24-04-2014 42 551 137 792 179 103 33 1 6 7 13 1 0 1 1 1 0 0 3 11 0 +8746 1989 Graduation Married 75433 1 0 05-04-2014 28 800 0 297 0 34 57 2 2 5 10 6 0 1 0 1 0 0 3 11 0 +5987 1989 2n Cycle Together 10404 1 0 04-05-2014 52 2 2 11 10 6 12 2 1 0 4 5 0 0 0 0 0 0 3 11 0 +3767 1968 Graduation Married 61314 0 1 25-04-2013 1 378 0 189 97 172 172 2 5 5 12 3 0 0 0 0 0 0 3 11 0 +3725 1961 PhD Single 84865 0 0 09-05-2013 1 1248 16 349 43 16 16 1 2 4 9 4 0 1 1 1 1 0 3 11 1 +4324 1989 Graduation Married 42387 1 0 29-10-2012 42 235 0 235 19 4 191 5 8 1 7 8 0 0 0 0 0 0 3 11 0 +238 1967 2n Cycle Together 67309 1 1 23-01-2013 76 515 47 181 149 95 95 15 9 6 9 7 0 0 0 0 0 0 3 11 0 +6694 1964 Graduation Married 75236 0 1 25-11-2013 27 438 66 400 12 38 114 1 8 3 13 4 0 0 0 0 0 0 3 11 0 +498 1970 Graduation Single 30015 1 0 02-02-2014 28 25 0 22 2 3 5 2 1 0 4 5 0 0 0 0 0 0 3 11 0 +9347 1956 Master Together 50943 0 1 21-06-2013 49 31 0 7 2 0 6 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +9699 1966 Graduation Divorced 67272 0 1 21-12-2013 12 357 35 271 28 28 14 3 6 2 12 5 0 0 0 0 0 0 3 11 0 +10664 1949 Master Widow 51529 0 1 07-09-2013 14 400 4 35 6 0 22 2 9 1 5 8 0 0 0 0 0 0 3 11 0 +5455 1971 PhD Married 32011 1 0 22-08-2013 89 99 0 15 2 1 5 3 2 1 4 7 0 0 0 0 0 0 3 11 0 +456 1986 2n Cycle Married 7500 1 0 07-02-2013 96 1 11 5 4 6 9 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +5012 1989 Graduation Married 28691 1 0 04-07-2013 56 5 4 13 8 0 4 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +7495 1948 PhD Married 56223 0 1 20-12-2013 72 77 28 31 16 0 4 2 2 1 5 4 0 0 0 0 0 0 3 11 0 +5029 1946 Graduation Married 18100 0 0 06-08-2013 14 3 1 2 4 3 1 1 0 0 3 5 0 0 0 0 0 0 3 11 0 +10642 1989 Graduation Single 30279 1 0 30-12-2012 13 10 4 14 4 4 1 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +2106 1974 2n Cycle Married 20130 0 0 17-03-2014 99 0 6 3 7 6 12 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +10364 1959 Graduation Divorced 23295 0 0 13-07-2013 72 0 0 1 2 12 5 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +5954 1972 Master Divorced 42618 1 0 09-10-2013 92 76 14 74 13 5 10 2 5 0 4 8 0 0 0 0 0 0 3 11 0 +1137 1964 Graduation Single 81246 0 0 29-12-2013 87 398 190 537 61 156 37 1 4 5 7 1 1 0 0 1 0 0 3 11 0 +2541 1976 Graduation Married 24027 1 0 09-06-2013 7 14 7 11 11 0 5 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +1142 1953 PhD Married 55707 0 1 22-12-2013 91 208 7 82 30 66 35 2 3 2 9 3 0 0 0 0 0 0 3 11 0 +2276 1955 Graduation Single 57959 0 1 02-05-2013 71 430 16 322 43 24 33 5 4 7 11 3 0 0 0 0 0 0 3 11 0 +2807 1969 Graduation Married 56796 0 1 16-02-2013 24 656 38 161 62 47 37 3 8 9 7 7 0 0 0 0 0 0 3 11 0 +6471 1971 Master Single 36230 1 0 17-10-2013 17 14 2 30 8 2 3 1 2 0 4 5 0 0 0 0 0 0 3 11 0 +6131 1980 2n Cycle Married 70829 1 1 01-12-2013 87 141 70 106 72 19 23 2 4 2 8 3 0 0 0 0 0 0 3 11 0 +6233 1976 Graduation Married 65991 0 1 07-09-2012 21 507 19 364 25 47 9 3 9 5 10 7 0 0 0 0 0 0 3 11 0 +4148 1972 Graduation Married 38988 1 2 20-08-2012 90 164 24 103 12 3 42 7 5 1 6 8 0 0 0 0 0 0 3 11 0 +4947 1966 2n Cycle Single 89572 0 0 15-09-2012 44 606 24 974 197 194 64 1 7 7 9 4 0 1 0 1 0 0 3 11 1 +3225 1984 Master Married 42207 1 0 01-04-2013 71 116 11 72 3 17 46 4 4 1 5 6 1 0 0 0 0 0 3 11 1 +7540 1952 Graduation Married 50300 0 1 25-05-2014 52 143 15 60 24 23 5 2 2 1 8 2 0 0 0 0 0 0 3 11 0 +10648 1982 2n Cycle Together 66664 0 0 25-09-2012 78 398 96 447 220 96 32 1 5 7 6 3 0 0 0 0 0 0 3 11 0 +1992 1964 Graduation Married 60597 0 1 01-01-2014 2 522 0 257 32 16 66 4 2 2 8 7 0 0 0 1 0 0 3 11 1 +7851 1949 Graduation Widow 70165 0 0 22-09-2013 60 161 0 253 199 191 122 1 3 7 11 1 0 0 0 0 0 0 3 11 0 +8594 1958 PhD Widow 50520 0 1 28-01-2014 25 112 0 6 2 1 14 2 3 1 3 6 0 0 0 0 0 0 3 11 0 +7059 1963 Graduation Married 80124 0 0 26-06-2014 47 483 84 398 205 84 241 1 3 7 8 1 1 0 0 0 0 0 3 11 0 +2815 1975 Graduation Married 33183 1 0 24-02-2014 46 7 5 39 17 15 37 2 4 0 3 7 0 0 0 0 0 0 3 11 0 +2416 1969 PhD Single 66582 0 0 03-03-2014 83 789 25 420 16 38 0 1 2 8 9 1 0 0 0 0 0 0 3 11 0 +7999 1955 PhD Together 75261 0 0 23-04-2013 17 1239 17 413 23 34 17 1 5 6 5 2 0 1 1 0 0 0 3 11 1 +9213 1970 Graduation Widow 31880 1 0 31-10-2012 13 4 1 5 2 0 3 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +9697 1951 Graduation Married 53790 0 2 06-03-2014 86 335 42 127 28 5 5 3 7 2 8 6 0 0 0 0 0 0 3 11 0 +3916 1971 PhD Together 49269 1 0 15-08-2012 92 639 8 166 11 8 58 3 7 3 12 7 0 0 0 0 0 0 3 11 0 +2021 1975 Graduation Married 61456 0 1 27-03-2013 47 563 76 384 84 192 89 4 6 10 13 4 0 0 0 0 0 0 3 11 0 +1581 1980 Graduation Married 37406 1 0 10-10-2013 18 2 0 8 2 2 3 1 1 0 2 8 0 0 0 0 0 0 3 11 1 +564 1981 PhD Together 56937 1 0 04-08-2012 81 746 8 125 11 8 8 7 8 6 9 6 0 1 0 0 0 0 3 11 1 +6619 1978 Graduation Married 38415 1 1 02-01-2013 91 22 1 13 4 0 4 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +9081 1988 Graduation Single 20518 1 0 18-05-2014 58 4 1 6 4 1 9 1 1 1 2 5 0 0 0 0 0 0 3 11 0 +178 1956 Graduation Married 62503 0 1 18-02-2013 40 478 0 193 110 75 117 4 8 3 11 5 0 0 0 0 0 0 3 11 0 +916 1972 PhD Single 41644 1 1 09-05-2014 67 20 3 4 2 0 2 2 1 0 3 3 0 0 0 0 0 0 3 11 0 +5512 1977 Master Married 55842 0 1 23-05-2014 19 451 0 39 0 4 24 1 7 1 8 5 0 0 0 0 0 0 3 11 0 +8970 1972 PhD Married 62010 0 1 23-10-2012 93 371 22 39 6 0 92 4 6 2 7 5 0 0 0 0 0 0 3 11 0 +10581 1977 Graduation Married 41124 1 0 31-10-2012 41 281 7 84 15 0 119 7 7 3 4 8 0 0 0 0 0 0 3 11 0 +5300 1973 Master Married 38961 1 0 30-12-2013 60 19 7 19 0 1 24 1 2 1 2 7 0 0 0 0 0 0 3 11 0 +5154 1972 Master Divorced 37760 1 0 11-08-2013 54 26 3 13 2 10 0 1 2 0 3 6 0 0 0 0 0 0 3 11 0 +8346 1974 Graduation Single 32233 1 0 19-08-2012 26 138 15 35 25 11 72 2 6 2 2 9 1 0 0 0 0 0 3 11 1 +1676 1975 Graduation Married 43057 0 1 30-10-2013 30 213 2 44 0 2 5 4 4 2 5 5 0 0 0 0 0 0 3 11 0 +9286 1960 Master Together 83151 0 0 10-10-2012 93 407 28 100 120 74 18 1 5 9 4 3 0 0 0 0 0 0 3 11 0 +2426 1964 PhD Divorced 78825 0 0 14-09-2012 35 483 74 114 169 37 18 1 5 10 13 3 0 0 0 0 0 0 3 11 1 +5172 1976 Master Together 65104 0 1 14-11-2013 4 738 0 232 13 20 50 2 3 5 7 7 0 0 0 0 0 0 3 11 0 +5562 1974 Graduation Married 60093 0 1 26-06-2013 92 502 12 109 16 6 90 2 7 2 10 6 0 0 0 0 0 0 3 11 0 +3436 1969 Graduation Married 14045 1 0 26-01-2014 24 11 0 5 2 1 1 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +3921 1952 2n Cycle Widow 28457 0 0 28-10-2012 96 24 1 108 29 29 14 1 4 1 4 8 0 0 0 0 0 0 3 11 0 +3403 1958 PhD Together 78952 0 1 24-09-2012 11 1170 19 594 99 76 134 2 2 5 12 6 0 0 0 0 0 0 3 11 0 +22 1976 Graduation Divorced 46310 1 0 03-12-2012 99 185 2 88 15 5 14 2 6 1 5 8 0 0 0 0 0 0 3 11 0 +10965 1955 Graduation Together 76005 0 0 22-02-2013 72 983 20 389 240 50 40 1 3 5 13 6 0 0 0 1 0 0 3 11 0 +9426 1964 Master Single 58308 0 1 12-01-2013 77 691 0 69 10 0 130 4 2 6 3 8 0 0 0 0 0 0 3 11 0 +6605 1944 PhD Divorced 55614 0 0 27-11-2013 85 504 13 131 8 0 26 1 9 4 6 7 0 1 0 0 0 0 3 11 0 +3136 1962 Master Divorced 59432 0 1 13-04-2013 88 317 25 265 25 19 12 3 5 3 11 5 0 0 0 0 0 0 3 11 0 +8737 1978 Graduation Divorced 55563 0 1 05-04-2014 22 29 1 9 2 0 2 1 2 0 3 3 0 0 0 0 0 0 3 11 0 +11088 1971 PhD Together 78642 0 1 21-04-2013 83 1396 0 322 46 35 17 1 4 9 4 6 0 0 0 0 0 0 3 11 0 +716 1949 PhD Together 67911 0 1 22-05-2014 63 529 0 356 63 28 0 3 6 7 11 3 0 0 0 0 0 0 3 11 0 +466 1944 Graduation Married 65275 0 0 03-04-2013 9 388 14 218 91 14 21 1 4 3 13 2 0 0 0 0 0 0 3 11 0 +9135 1950 Graduation Together 27203 1 1 06-08-2012 92 13 2 21 4 0 24 2 1 1 2 8 0 0 0 0 0 0 3 11 0 +10623 1961 Master Together 48330 0 1 15-11-2013 2 28 0 4 0 0 0 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +8151 1990 Basic Married 24279 0 0 29-12-2012 6 16 36 21 20 62 108 1 4 1 3 8 0 0 0 0 0 0 3 11 0 +5140 1985 PhD Married 64355 1 0 24-08-2012 66 1047 0 140 67 38 153 2 4 3 12 8 0 0 0 0 0 0 3 11 0 +10160 1956 Master Together 50943 0 1 21-06-2013 49 31 0 7 2 0 6 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +4945 1953 Graduation Widow 53653 0 0 07-11-2012 29 815 10 239 28 10 108 2 10 4 12 6 0 0 0 0 0 0 3 11 0 +10584 1976 Graduation Married 65665 0 1 02-12-2013 77 225 162 387 106 36 29 1 5 10 8 3 0 0 0 0 0 0 3 11 0 +6071 1989 Graduation Single 81217 0 0 19-07-2013 77 493 70 324 146 40 84 1 3 7 11 1 0 0 0 0 0 0 3 11 0 +3386 1992 Graduation Married 34935 0 0 21-06-2013 71 34 4 66 3 10 20 1 2 1 4 7 0 0 0 0 0 0 3 11 0 +8939 1959 Graduation Divorced 61250 0 1 16-12-2012 49 382 138 65 60 26 59 6 5 2 12 5 0 0 0 0 0 0 3 11 0 +9925 1981 PhD Together 39665 1 0 25-05-2013 97 127 1 56 0 1 31 3 4 2 3 7 1 0 0 0 0 0 3 11 0 +4320 1979 Graduation Single 60152 0 1 28-03-2013 6 325 83 300 86 58 91 1 6 4 12 3 0 0 0 0 0 0 3 11 0 +5389 1964 Graduation Married 48920 0 2 20-10-2013 93 238 17 68 8 10 6 3 6 2 5 7 0 1 0 0 0 0 3 11 0 +6036 1959 Master Together 89120 0 0 17-03-2014 78 1168 92 408 72 129 55 1 5 6 7 1 0 0 1 0 0 0 3 11 0 +182 1946 PhD Together 44124 0 1 11-05-2013 62 284 0 55 0 6 52 4 6 2 5 8 0 0 0 0 0 0 3 11 0 +203 1975 Master Single 81169 0 0 14-04-2013 47 1288 20 613 80 61 27 1 5 7 9 2 0 0 0 0 0 0 3 11 0 +11025 1961 Graduation Married 36443 1 1 03-02-2013 9 65 0 46 4 3 20 4 3 1 3 8 0 0 0 0 0 0 3 11 0 +10203 1990 Graduation Single 26095 1 0 30-06-2013 77 11 7 9 3 1 11 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +4607 1959 Graduation Together 71367 0 0 23-08-2013 24 227 23 389 42 21 75 1 4 5 7 2 0 0 0 0 0 0 3 11 0 +3711 1944 Master Married 80184 0 0 01-03-2014 19 1035 134 670 25 38 0 1 6 3 10 3 0 0 1 1 0 0 3 11 0 +3696 1965 Graduation Divorced 30630 1 1 27-01-2014 67 27 1 12 2 0 10 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +2532 1987 Master Single 73454 0 0 01-03-2014 95 982 73 351 56 14 175 1 2 4 6 5 1 0 0 0 0 0 3 11 0 +9214 1991 Graduation Married 42691 0 0 16-08-2013 48 179 2 64 38 17 58 1 5 1 6 5 0 0 0 0 0 0 3 11 0 +4943 1953 Graduation Married 70503 0 0 30-09-2012 73 1379 33 216 0 33 66 1 2 4 9 6 0 1 1 0 0 0 3 11 0 +35 1987 Graduation Married 25545 1 0 08-09-2012 35 32 1 64 16 12 85 3 2 2 3 6 0 0 0 0 0 0 3 11 1 +2258 1986 Graduation Married 32880 1 0 04-12-2012 76 8 4 15 7 6 2 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +4322 1958 PhD Together 77863 0 0 27-11-2013 20 881 38 319 16 25 12 1 4 5 10 2 0 0 0 0 0 0 3 11 0 +713 1977 Master Married 50353 0 0 08-06-2014 72 141 15 153 67 31 35 1 4 4 6 3 0 0 0 0 0 0 3 11 0 +4702 1964 Graduation Single 61839 0 0 12-08-2012 20 1000 155 379 224 17 120 1 4 8 4 8 0 0 0 0 0 0 3 11 0 +3281 1960 PhD Married 49154 1 1 03-11-2013 69 206 10 67 30 27 71 6 4 1 8 6 0 0 0 0 0 0 3 11 0 +702 1975 2n Cycle Widow 47682 0 1 15-02-2013 80 162 61 83 97 57 61 4 4 3 8 5 0 0 0 0 0 0 3 11 0 +2004 1969 Graduation Single 72679 0 1 18-09-2013 65 619 54 260 127 54 54 1 4 7 5 1 0 0 0 0 0 0 3 11 0 +4769 1977 Master Together 57954 1 1 18-06-2014 52 456 4 24 0 0 9 7 8 2 6 7 0 1 0 0 0 0 3 11 0 +4437 1962 Graduation Married 65316 1 1 24-04-2013 65 112 6 92 3 9 38 2 3 2 5 4 0 0 0 0 0 0 3 11 0 +8724 1982 Graduation Single 28567 1 0 17-06-2013 57 11 3 22 2 2 6 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +10741 1951 Master Together 47352 0 1 11-04-2013 70 172 12 112 8 0 15 4 6 1 5 7 0 0 0 0 0 0 3 11 0 +1991 1967 Graduation Together 44931 0 1 18-01-2014 0 78 0 11 0 0 7 1 2 1 3 5 0 0 0 0 0 0 3 11 0 +6931 1967 Graduation Divorced 76982 0 0 15-02-2014 19 464 151 292 65 60 30 1 8 3 4 4 0 0 1 0 0 0 3 11 1 +11096 1952 2n Cycle Together 57247 0 1 08-08-2013 50 99 4 32 37 54 6 2 2 1 7 2 0 0 0 0 0 0 3 11 0 +304 1981 Master Single 22944 1 0 23-12-2013 67 19 3 19 4 5 26 3 3 0 3 7 0 0 0 0 0 0 3 11 0 +3665 1977 2n Cycle Together 25315 1 0 07-11-2013 46 1 9 8 11 3 22 3 3 0 3 8 0 0 0 0 0 0 3 11 0 +10591 1969 Graduation Widow 43638 0 1 06-08-2012 37 63 10 83 7 19 19 2 4 1 4 7 0 0 0 0 0 0 3 11 0 +5036 1984 PhD Single 42710 1 0 28-11-2012 38 252 3 42 4 3 102 2 4 5 3 6 0 0 0 0 0 0 3 11 0 +5547 1982 PhD Married 84169 0 0 07-08-2013 9 1478 19 403 0 19 0 1 7 6 6 3 0 1 1 0 0 0 3 11 1 +7822 1976 Graduation Together 54058 0 1 04-06-2013 56 198 18 252 32 108 54 2 4 6 8 3 0 0 0 0 0 0 3 11 0 +8541 1990 2n Cycle Married 24683 1 0 08-03-2014 98 8 4 10 6 7 6 2 2 0 4 5 0 0 0 0 0 0 3 11 0 +10955 1964 Graduation Widow 85620 0 0 07-01-2014 68 416 46 925 60 107 46 1 3 6 4 1 0 0 0 0 0 0 3 11 1 +4368 1980 Graduation Married 47850 1 0 03-12-2013 72 42 7 43 20 12 10 1 3 0 4 6 0 0 0 0 0 0 3 11 0 +9671 1968 Graduation Married 19514 1 1 26-01-2014 47 14 3 21 2 1 28 4 3 1 2 8 1 0 0 0 0 0 3 11 1 +2256 1973 Master Married 27159 1 1 29-03-2014 33 17 0 3 0 0 1 2 1 0 3 6 0 0 0 0 0 0 3 11 0 +4279 1963 2n Cycle Single 39548 1 1 31-03-2014 87 15 4 10 3 4 18 2 1 1 3 3 0 0 0 0 0 0 3 11 0 +5371 1989 Graduation Single 21474 1 0 08-04-2014 0 6 16 24 11 0 34 2 3 1 2 7 1 0 0 0 0 0 3 11 1 +9240 1971 PhD Single 60504 0 1 07-02-2014 73 458 0 24 6 4 34 2 6 2 8 6 0 0 0 0 0 0 3 11 0 +9460 1963 Graduation Married 22419 0 0 18-04-2013 74 30 3 47 19 21 42 1 3 2 2 8 0 0 0 0 0 0 3 11 0 +9504 1949 Master Married 81698 0 0 06-11-2013 4 179 28 520 111 123 47 1 3 8 13 1 0 0 0 0 0 0 3 11 1 +8692 1952 Graduation Together 43462 1 1 12-09-2012 50 90 17 97 15 6 15 6 4 1 5 8 0 0 0 0 0 0 3 11 0 +448 1978 PhD Single 54880 1 0 01-03-2013 57 308 85 137 102 45 118 2 6 2 11 5 0 0 0 0 0 0 3 11 0 +8314 1982 Graduation Married 79908 0 0 05-04-2013 30 557 129 761 29 185 111 1 5 6 7 2 0 0 1 0 0 0 3 11 0 +8420 1970 2n Cycle Married 15315 0 0 03-08-2013 27 7 4 13 15 8 17 2 2 0 4 5 0 0 0 0 0 0 3 11 0 +3174 1959 Graduation Together 87771 0 1 22-05-2013 61 1492 38 287 50 57 33 1 5 10 4 6 0 1 1 1 1 0 3 11 1 +7685 1978 Graduation Married 33039 1 0 09-09-2013 4 30 8 12 8 8 12 1 2 0 4 5 0 0 0 0 0 0 3 11 0 +3179 1980 Graduation Single 81741 0 0 16-06-2013 75 249 153 940 58 134 38 0 6 6 7 2 0 0 0 0 0 0 3 11 0 +9780 1971 Master Together 71499 0 1 25-06-2013 12 465 25 132 136 0 37 2 8 3 13 4 0 0 0 0 0 0 3 11 0 +10681 1970 2n Cycle Married 62466 0 1 15-01-2014 13 129 129 259 168 121 83 5 6 3 12 4 0 0 0 0 0 0 3 11 0 +10232 1963 PhD Divorced 48799 0 1 05-11-2013 9 174 18 81 28 6 24 3 3 2 7 3 0 0 0 0 0 0 3 11 0 +4184 1950 PhD Together 52157 0 1 07-06-2014 48 189 2 29 3 2 40 2 3 2 5 4 0 0 0 0 0 0 3 11 0 +9120 1962 Graduation Single 66565 0 1 05-12-2012 80 747 10 161 65 40 42 4 4 2 9 8 0 0 0 0 0 0 3 11 0 +891 1951 Master Together 29298 1 1 07-09-2013 60 6 0 2 2 0 1 1 1 0 2 5 0 0 0 0 0 0 3 11 0 +10381 1979 Graduation Single 47691 0 1 05-07-2013 43 14 0 3 0 0 4 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +3525 1970 Graduation Together 38200 1 1 07-12-2012 19 12 0 4 0 0 1 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +6818 1974 Graduation Married 44989 0 1 12-09-2012 26 98 0 106 49 10 106 5 5 1 5 6 0 0 0 0 0 0 3 11 0 +3526 1968 PhD Married 38443 1 1 27-01-2014 58 32 0 5 0 0 1 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +8181 1978 2n Cycle Single 38593 1 0 13-09-2013 42 51 12 49 17 24 24 3 4 1 3 8 0 0 0 0 0 0 3 11 0 +1029 1970 PhD Together 64413 0 1 01-08-2013 27 200 5 44 0 10 20 1 5 1 5 5 0 0 0 0 0 0 3 11 0 +7369 1981 Master Married 36959 1 0 02-10-2013 56 25 6 25 6 0 0 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +2574 1977 PhD Married 61996 0 1 31-01-2013 27 1050 12 144 0 0 24 3 6 4 8 5 0 1 0 1 1 0 3 11 1 +8159 1968 Graduation Married 51287 1 1 01-04-2014 10 117 0 22 13 0 30 3 4 1 3 7 0 0 0 0 0 0 3 11 0 +1160 1970 Graduation Married 13260 1 1 23-08-2013 48 9 4 17 10 2 7 4 3 0 3 8 0 0 0 0 0 0 3 11 0 +10242 1966 PhD Together 47472 1 1 16-09-2013 39 56 0 11 0 0 8 2 2 0 4 5 0 0 0 0 0 0 3 11 0 +5253 1956 Master Together 54603 1 1 09-07-2013 85 145 13 46 17 2 4 6 4 2 4 7 0 0 0 0 0 0 3 11 0 +5966 1974 PhD Married 45207 1 1 10-11-2012 64 203 0 10 0 0 2 5 3 1 6 6 0 1 0 0 0 0 3 11 0 +5314 1951 Graduation Together 40689 0 1 18-03-2013 69 270 3 27 39 6 99 7 7 1 5 8 0 0 0 0 0 0 3 11 0 +5081 1967 2n Cycle Together 47821 1 1 20-10-2013 54 9 0 16 6 6 10 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +5123 1951 Master Married 27450 0 0 15-04-2013 57 37 12 23 8 11 52 1 2 1 3 7 0 0 0 0 0 0 3 11 0 +5756 1983 Graduation Together 39453 1 0 03-04-2014 64 46 0 7 0 0 2 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +8036 1971 2n Cycle Together 26850 1 1 18-04-2014 10 31 1 13 7 2 9 4 2 1 4 4 0 0 0 0 0 0 3 11 0 +9058 1955 Graduation Widow 79800 0 0 23-09-2012 65 1060 21 530 32 0 224 1 5 11 5 3 1 0 1 1 0 0 3 11 1 +5057 1961 Master Married 61794 0 1 14-09-2013 74 264 47 188 54 47 11 2 4 4 10 2 0 0 0 0 0 0 3 11 0 +254 1955 Graduation Together 53863 0 1 17-05-2014 4 399 4 30 6 4 30 3 7 1 7 7 0 1 0 0 0 0 3 11 0 +4179 1959 Graduation Together 24221 0 0 20-08-2013 94 8 9 9 2 5 22 1 1 1 3 4 0 0 0 0 0 0 3 11 0 +3710 1984 PhD Single 39684 1 0 12-10-2012 41 19 0 35 6 4 17 2 2 1 2 7 0 0 0 0 0 1 3 11 1 +7627 1975 Master Married 92163 0 0 12-12-2012 25 817 183 797 106 163 20 0 5 11 5 2 0 0 1 1 0 0 3 11 1 +4501 1965 Master Single 69882 0 0 10-11-2013 94 292 127 635 132 127 165 1 3 7 9 1 0 0 0 0 0 0 3 11 0 +6424 1977 Graduation Together 33178 1 0 30-01-2014 9 12 6 2 11 2 16 1 1 0 3 4 0 0 0 0 0 0 3 11 0 +3075 1972 PhD Married 59973 0 0 11-09-2013 47 130 30 168 20 34 0 1 3 4 7 1 0 0 0 0 0 0 3 11 0 +4992 1975 Master Together 17459 1 0 19-09-2013 12 6 4 16 3 10 30 3 3 1 2 7 0 0 0 0 0 0 3 11 1 +5252 1969 Graduation Divorced 23910 1 0 26-10-2012 80 16 12 18 7 1 13 1 2 0 3 7 0 0 0 0 0 0 3 11 0 +7444 1969 Master Married 42169 1 1 19-10-2013 20 19 0 9 0 0 2 2 1 0 3 8 0 0 0 0 0 0 3 11 0 +6919 1978 2n Cycle Married 26224 1 0 04-06-2013 39 4 7 15 13 9 15 3 2 1 3 6 0 0 0 0 0 0 3 11 0 +3537 1981 Graduation Together 31089 1 0 17-08-2012 57 31 3 31 2 8 4 3 3 0 4 8 0 0 0 0 0 0 3 11 0 +10277 1961 Graduation Single 30081 0 1 21-02-2013 27 36 0 2 0 0 4 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +2453 1960 Graduation Together 62807 0 1 31-08-2012 83 526 28 135 10 21 99 3 5 3 12 5 0 0 0 0 0 0 3 11 0 +7972 1955 Graduation Single 72906 0 0 17-09-2013 79 400 32 519 71 75 54 1 3 4 9 1 0 0 0 0 0 0 3 11 0 +895 1948 PhD Married 61467 0 2 09-12-2012 69 410 16 114 0 5 49 3 5 2 10 5 0 0 0 0 0 0 3 11 0 +1177 1966 Master Together 49618 1 1 26-01-2013 77 80 3 26 4 2 14 4 3 1 3 7 0 0 0 0 0 0 3 11 0 +7141 1986 Master Single 21888 1 0 29-12-2012 15 88 10 46 2 3 64 4 5 1 2 10 0 0 0 0 0 0 3 11 1 +7232 1973 Graduation Widow 42429 0 1 11-02-2014 99 55 0 6 2 0 4 2 1 1 3 5 0 0 0 0 0 0 3 11 0 +8477 1956 Graduation Divorced 26150 2 1 11-03-2013 61 5 1 13 3 5 1 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +2457 1975 Basic Married 30801 0 1 26-10-2012 23 8 4 5 15 2 11 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +988 1965 Graduation Married 81168 0 0 07-05-2014 84 410 0 592 147 22 22 1 6 4 7 3 0 0 0 1 0 0 3 11 0 +7930 1969 Master Single 26877 0 0 19-08-2013 74 101 13 76 20 18 40 2 3 1 6 6 0 0 0 0 0 0 3 11 0 +4587 1944 Master Widow 45006 0 0 18-07-2013 90 162 25 53 16 0 10 1 3 1 7 3 0 0 0 0 0 0 3 11 0 +6682 1973 Basic Married 18978 1 0 11-12-2012 41 2 8 1 4 7 15 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +6222 1967 Graduation Married 22574 2 1 28-10-2013 28 25 0 8 2 0 2 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +10299 1969 PhD Single 48240 0 0 09-11-2012 73 389 91 248 64 49 41 3 6 3 13 5 0 0 0 0 0 0 3 11 1 +3083 1974 Graduation Married 45837 1 1 26-07-2013 88 215 13 87 17 17 24 5 6 2 5 7 0 0 0 0 0 0 3 11 0 +8953 1965 Master Single 35791 2 1 06-05-2013 94 27 0 5 0 0 3 2 1 0 3 8 0 0 0 0 0 0 3 11 0 +1503 1976 PhD Together 162397 1 1 03-06-2013 31 85 1 16 2 1 2 0 0 0 1 1 0 0 0 0 0 0 3 11 0 +8650 1978 Graduation Widow 54162 1 1 18-03-2013 31 5 6 10 6 5 10 1 1 0 3 4 0 0 0 0 0 0 3 11 0 +10862 1960 Master Married 30522 0 1 17-08-2012 6 179 8 83 19 11 26 5 1 2 9 2 0 0 0 0 0 0 3 11 0 +2782 1961 PhD Married 54456 0 1 11-07-2013 23 352 0 27 10 0 15 3 6 1 7 6 0 0 0 0 0 0 3 11 0 +6941 1971 Graduation Single 31632 0 0 14-07-2013 92 17 8 12 11 15 32 1 2 1 2 7 0 0 0 0 0 0 3 11 0 +10972 1949 Graduation Widow 72298 0 0 10-03-2014 52 625 35 169 58 17 35 1 4 3 6 1 0 1 1 0 0 0 3 11 0 +10708 1978 2n Cycle Single 36975 1 0 28-12-2013 50 10 6 11 0 4 2 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +6583 1955 2n Cycle Married 72635 0 0 03-06-2013 54 390 22 323 104 35 107 1 6 8 6 3 0 0 0 1 0 0 3 11 0 +3641 1976 Graduation Married 13624 1 0 20-01-2013 93 10 2 15 2 1 6 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +10156 1975 Graduation Single 84196 0 1 03-06-2013 56 215 63 507 231 31 190 1 8 4 7 3 0 0 0 0 0 0 3 11 0 +4299 1960 Graduation Together 70971 0 1 21-09-2012 28 1001 17 572 93 125 17 7 11 11 5 7 0 0 0 0 0 0 3 11 1 +3469 1977 PhD Divorced 34487 1 1 06-09-2012 94 19 18 33 24 1 8 3 3 0 3 9 0 0 0 0 0 0 3 11 0 +5063 1977 Graduation Single 28769 1 0 18-12-2012 76 41 5 129 10 3 3 3 4 1 4 9 0 0 0 0 0 0 3 11 0 +10727 1970 PhD Married 69084 1 0 19-11-2013 43 1181 107 199 39 30 30 2 7 3 13 8 0 0 0 0 0 0 3 11 0 +9624 1958 PhD Together 65488 0 0 13-06-2014 46 603 45 207 36 18 54 1 3 4 6 1 0 0 0 0 0 0 3 11 0 +5156 1970 2n Cycle Married 62466 0 1 15-01-2014 13 129 129 259 168 121 83 5 6 3 12 4 0 0 0 0 0 0 3 11 0 +4376 1960 2n Cycle Single 32218 0 0 15-02-2014 27 10 24 15 13 1 30 1 2 1 3 7 1 0 0 0 0 0 3 11 1 +8923 1973 Graduation Single 83917 0 0 18-04-2013 12 514 22 732 42 198 79 1 6 7 7 3 0 0 0 0 0 0 3 11 1 +8461 1962 Graduation Divorced 46102 2 1 10-03-2014 3 14 0 1 0 0 1 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +6945 1952 Graduation Single 84574 0 0 04-06-2013 72 387 20 713 38 54 163 1 9 11 11 5 0 0 0 0 0 0 3 11 0 +944 1962 Graduation Married 56181 0 1 08-01-2013 6 121 103 69 8 44 48 1 4 2 7 4 0 0 0 0 0 0 3 11 0 +1907 1950 Master Divorced 63120 0 1 28-09-2012 53 965 69 279 54 41 69 5 8 4 9 7 0 0 0 0 0 0 3 11 1 +701 1971 Graduation Married 73691 0 1 06-11-2013 58 707 21 250 85 43 73 2 6 2 8 2 1 0 0 0 0 0 3 11 0 +3856 1960 Graduation Together 63381 0 1 05-10-2012 78 571 50 142 33 50 159 4 4 5 13 2 0 0 0 0 0 0 3 11 0 +4149 1948 PhD Together 76140 0 0 13-05-2014 57 586 66 653 17 0 26 1 5 9 6 2 0 0 0 0 0 0 3 11 0 +2131 1959 PhD Divorced 62859 0 1 30-12-2012 37 1063 89 102 16 12 25 4 9 4 6 6 0 0 0 0 0 0 3 11 0 +2942 1964 Graduation Single 45906 0 1 07-05-2013 20 305 3 27 4 3 144 2 5 4 4 5 1 0 0 0 0 0 3 11 0 +1173 1947 Master Together 77632 0 0 10-03-2013 73 1200 105 758 0 42 147 1 4 2 6 2 0 1 1 0 0 0 3 11 1 +4381 1971 PhD Married 46463 1 1 18-08-2013 56 163 2 40 8 11 11 7 3 1 6 6 0 0 0 0 0 0 3 11 0 +4611 1970 Graduation Together 105471 0 0 21-01-2013 36 1009 181 104 202 21 207 0 9 8 13 3 0 0 1 1 0 0 3 11 1 +3376 1970 Master Divorced 55282 1 0 13-12-2013 9 125 6 73 8 4 19 1 3 1 6 4 0 0 0 0 0 0 3 11 0 +4679 1977 Master Married 78710 0 1 23-05-2014 42 721 0 152 119 50 50 3 7 6 12 4 0 0 0 0 0 0 3 11 0 +10928 1958 Graduation Together 66886 0 1 16-09-2013 28 315 4 62 41 31 146 2 7 1 7 5 0 0 0 0 0 0 3 11 0 +4248 1960 Master Single 98777 0 0 17-02-2014 23 1000 19 711 125 115 38 0 4 6 9 1 0 1 0 0 0 0 3 11 0 +6728 1985 Graduation Together 29103 1 0 27-08-2012 38 16 0 17 6 3 6 2 1 0 3 9 0 0 0 0 0 0 3 11 0 +6661 1974 Graduation Married 67445 0 1 12-08-2012 63 757 80 217 29 80 11 5 9 6 12 6 0 0 0 0 0 0 3 11 0 +4725 1950 PhD Together 50616 0 1 13-04-2014 71 30 2 25 0 1 9 1 1 1 4 2 0 0 0 0 0 0 3 11 0 +3277 1955 Graduation Divorced 49431 0 1 03-08-2012 9 219 3 100 26 0 17 2 7 1 5 8 0 0 0 0 0 0 3 11 0 +5555 1975 Graduation Divorced 153924 0 0 07-02-2014 81 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 3 11 0 +2564 1953 Graduation Together 61278 0 1 04-01-2014 87 111 3 28 2 6 15 2 3 1 4 6 0 0 0 0 0 0 3 11 0 +946 1958 2n Cycle Together 26490 0 0 22-09-2012 92 45 47 52 21 20 25 2 3 1 5 6 0 0 0 0 0 0 3 11 0 +3867 1947 PhD Together 73059 0 1 31-08-2013 36 410 112 420 0 82 71 1 9 3 13 4 0 0 0 0 0 0 3 11 0 +6940 1966 PhD Single 46734 1 2 21-10-2013 86 100 1 39 6 1 76 4 3 2 3 6 1 0 0 0 0 0 3 11 0 +55 1963 Graduation Together 56253 0 1 07-12-2012 83 509 0 65 7 11 5 4 7 2 9 6 0 0 0 0 0 0 3 11 0 +7093 1985 Graduation Married 19986 1 0 14-11-2013 74 3 6 5 0 2 6 1 0 0 3 7 0 0 0 0 0 0 3 11 0 +5084 1975 Graduation Widow 58330 0 1 25-12-2013 87 445 53 213 104 98 151 1 6 4 13 4 0 0 0 0 0 0 3 11 0 +1777 1980 Basic Married 25965 0 0 07-09-2012 29 2 2 11 41 7 11 1 2 0 3 8 0 0 0 0 0 0 3 11 0 +8162 1956 Master Together 14661 0 0 01-01-2013 88 4 1 11 6 2 2 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +10826 1959 Graduation Married 18690 0 0 28-12-2012 77 6 1 7 23 4 19 1 1 1 2 8 0 0 0 0 0 0 3 11 0 +8754 1974 PhD Together 45068 0 1 16-05-2013 25 14 0 3 0 0 3 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +1987 1987 Basic Single 21063 1 0 25-09-2013 34 1 10 11 19 3 15 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +11007 1968 PhD Married 29187 1 0 09-05-2013 43 26 0 6 0 0 2 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +7426 1971 2n Cycle Married 54690 1 1 07-11-2013 76 111 16 37 7 9 18 3 3 1 5 3 0 0 0 0 0 0 3 11 0 +9153 1964 PhD Married 59304 0 1 29-07-2013 81 418 61 428 80 51 10 3 7 8 10 5 0 0 0 0 0 0 3 11 0 +10379 1962 Master Single 59247 0 2 08-11-2013 87 327 9 122 19 14 83 5 5 2 9 6 0 0 0 0 0 0 3 11 0 +9204 1970 Graduation Widow 66731 0 1 12-09-2012 33 371 159 194 58 106 141 4 4 3 6 3 0 0 0 0 0 0 3 11 0 +3197 1980 Graduation Married 77353 0 1 16-12-2013 38 275 59 107 69 101 59 2 6 4 8 4 0 0 0 0 0 0 3 11 0 +2920 1975 PhD Single 52614 0 1 01-12-2012 63 789 0 142 12 9 38 2 2 4 8 8 0 0 0 0 0 0 3 11 0 +6961 1974 Graduation Married 26751 2 0 22-05-2014 26 1 1 5 0 3 1 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +4673 1963 PhD Married 81300 0 1 30-10-2012 17 1004 12 145 32 12 36 3 10 3 5 5 0 0 0 1 0 0 3 11 1 +9937 1979 Graduation Single 70337 0 0 02-01-2014 75 187 81 149 25 43 91 1 2 2 12 1 0 0 0 0 0 0 3 11 0 +8779 1985 2n Cycle Married 36145 1 0 16-06-2013 13 56 4 76 17 1 18 4 4 1 3 9 1 0 0 0 0 0 3 11 1 +9596 1980 PhD Single 65295 0 0 23-12-2013 19 365 32 117 34 110 6 1 3 3 13 2 0 0 0 0 0 0 3 11 0 +2891 1963 Graduation Divorced 68118 0 1 18-10-2013 51 595 23 123 10 23 154 2 8 9 4 6 0 0 0 0 0 0 3 11 0 +4910 1967 Graduation Divorced 68743 0 0 30-08-2012 81 1132 134 384 175 134 115 1 11 5 13 7 0 0 0 0 0 0 3 11 0 +75 1982 2n Cycle Together 41039 0 0 25-07-2013 32 34 11 137 179 61 45 1 8 1 5 8 0 0 0 0 0 0 3 11 0 +10120 1955 Graduation Together 38946 0 1 24-10-2013 84 116 6 82 6 6 41 2 3 1 6 5 0 0 0 0 0 0 3 11 0 +6327 1967 Graduation Together 65777 0 0 19-12-2013 87 565 32 435 28 32 54 1 2 8 6 1 0 0 0 0 0 0 3 11 0 +10142 1976 PhD Divorced 66476 0 1 07-03-2013 99 372 18 126 47 48 78 2 5 2 11 4 0 0 0 0 0 0 3 11 0 +9826 1972 PhD Single 86857 0 0 12-09-2012 96 899 102 838 133 102 40 1 5 6 10 2 0 0 0 0 0 0 3 11 1 +1501 1982 PhD Married 160803 0 0 04-08-2012 21 55 16 1622 17 3 4 15 0 28 1 0 0 0 0 0 0 0 3 11 0 +10767 1989 PhD Together 77845 0 0 16-05-2014 40 760 40 480 0 40 26 1 3 5 12 1 0 0 1 1 0 0 3 11 0 +7279 1969 PhD Together 69476 0 0 30-09-2013 3 260 86 559 63 9 67 1 4 6 4 2 0 0 0 0 0 0 3 11 0 +7230 1960 PhD Divorced 50611 0 1 04-10-2012 98 459 0 24 6 0 4 6 4 5 7 6 0 1 0 0 0 0 3 11 1 +143 1970 Graduation Single 61209 0 0 25-08-2013 73 466 0 224 119 49 99 1 5 3 4 2 0 0 0 0 0 0 3 11 0 +450 1958 Master Together 42315 0 1 12-07-2013 90 67 15 80 17 11 80 3 1 4 4 3 0 0 0 0 0 0 3 11 0 +9316 1952 Basic Together 13084 0 0 02-11-2013 29 2 0 7 3 7 10 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +6379 1949 Master Widow 47570 1 1 29-05-2013 3 67 1 20 0 2 31 3 2 2 2 7 0 0 0 0 0 0 3 11 1 +9239 1961 Master Married 61923 0 2 26-07-2013 94 92 4 18 3 3 6 1 2 1 4 3 0 0 0 0 0 0 3 11 0 +8315 1995 Graduation Single 34824 0 0 26-03-2014 65 4 2 11 2 0 4 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +2868 1949 PhD Single 26518 1 1 08-04-2013 33 20 1 28 3 3 2 3 2 0 3 8 0 0 0 0 0 0 3 11 1 +10888 1961 Graduation Single 45938 0 0 03-11-2013 46 273 11 178 62 83 29 2 8 4 6 6 0 0 0 0 0 0 3 11 0 +1277 1960 Graduation Together 78468 0 0 09-04-2014 29 434 22 388 104 22 34 1 10 7 10 4 0 0 0 1 0 0 3 11 0 +9977 1973 Graduation Divorced 78901 0 1 17-09-2013 99 321 11 309 33 26 34 3 9 3 5 4 0 0 0 0 0 0 3 11 0 +10196 1978 Graduation Married 71427 2 0 12-03-2014 26 212 123 177 15 64 23 2 8 2 8 4 0 0 0 0 0 0 3 11 0 +6384 1978 Graduation Divorced 71022 0 1 11-02-2014 30 909 12 278 0 12 242 3 5 2 11 8 1 0 0 0 0 0 3 11 0 +8029 1988 Master Single 90247 0 0 29-04-2014 27 1184 32 352 21 16 16 1 3 4 7 1 0 1 1 1 0 0 3 11 1 +968 1968 Master Divorced 41335 1 0 26-12-2013 24 112 19 21 16 14 5 3 4 1 4 7 0 0 0 0 0 0 3 11 0 +6988 1986 Graduation Married 71952 1 0 10-01-2013 93 656 80 455 52 107 93 2 8 4 8 4 1 0 1 0 0 0 3 11 0 +4472 1970 PhD Divorced 35682 1 0 27-06-2014 34 23 0 8 6 2 18 1 1 1 3 2 0 0 0 0 0 0 3 11 0 +6991 1951 Graduation Divorced 43185 0 1 10-04-2013 88 537 6 42 16 6 30 2 9 3 6 8 0 0 0 0 0 0 3 11 0 +3336 1948 PhD Together 66375 0 1 21-11-2013 96 712 0 45 0 0 191 3 2 4 5 7 1 0 0 0 0 0 3 11 0 +4301 1971 Master Married 35178 1 0 10-01-2013 10 23 1 13 2 2 18 1 1 1 2 7 1 0 0 0 0 0 3 11 1 +1940 1986 Graduation Married 25252 1 0 12-07-2013 26 1 3 4 2 2 6 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +1272 1965 Master Single 55250 0 1 21-10-2012 49 664 58 83 32 0 66 4 7 5 10 5 0 0 0 0 0 0 3 11 0 +1388 1975 Graduation Single 33249 1 0 20-02-2013 11 6 10 21 19 14 42 2 2 1 3 6 0 0 0 0 0 0 3 11 0 +1044 1953 Graduation Together 58398 0 0 14-05-2013 44 299 5 201 21 21 49 3 5 4 8 4 0 0 0 0 0 0 3 11 0 +6969 1982 Graduation Together 50272 1 0 07-08-2013 75 99 13 66 43 8 4 3 4 1 5 7 0 0 0 0 0 0 3 11 0 +10479 1975 PhD Married 76618 0 0 07-12-2012 64 749 40 294 121 160 147 1 3 2 5 1 0 0 0 0 0 0 3 11 0 +3619 1960 2n Cycle Divorced 87305 0 0 23-09-2012 19 345 25 501 63 138 80 1 5 3 8 2 0 0 1 0 0 0 3 11 1 +1715 1978 Graduation Together 25851 1 0 11-02-2013 45 9 4 18 7 5 5 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +10159 1970 Graduation Divorced 58710 0 1 31-03-2013 77 440 81 368 0 122 174 6 11 5 9 6 0 0 0 0 0 0 3 11 0 +1463 1958 Graduation Single 45160 1 1 29-03-2014 9 8 2 5 3 0 3 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +5114 1965 Master Married 74806 0 1 19-12-2012 1 670 9 249 0 28 9 2 5 4 5 4 0 0 0 0 0 0 3 11 0 +4990 1954 Graduation Married 59111 0 0 02-05-2013 90 524 0 134 28 28 155 1 11 1 8 7 0 0 0 0 0 0 3 11 0 +4329 1984 PhD Married 18988 1 0 23-05-2014 43 6 0 6 2 1 1 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +10936 1965 Graduation Married 72190 0 0 13-02-2013 79 597 166 597 172 166 249 1 5 6 4 3 0 0 0 0 0 0 3 11 0 +4692 1976 Graduation Married 7500 1 0 01-08-2012 19 7 0 12 13 7 32 5 4 1 2 9 1 0 0 0 0 0 3 11 1 +7212 1966 Graduation Married 44794 0 1 08-06-2014 99 54 0 7 0 0 4 1 2 0 3 6 0 0 0 0 0 0 3 11 0 +6086 1955 Graduation Married 80395 0 0 23-11-2013 62 445 25 706 80 76 48 1 6 5 12 2 0 0 0 1 0 0 3 11 0 +437 1976 Master Divorced 75012 0 0 25-01-2014 41 294 142 218 164 58 151 1 3 8 11 1 0 0 0 0 0 0 3 11 0 +11171 1965 Master Married 56962 2 1 11-10-2013 60 292 3 77 10 3 26 7 6 3 5 7 0 0 0 0 0 0 3 11 0 +11101 1991 Graduation Together 89891 0 0 15-04-2013 17 412 22 132 59 28 183 1 11 6 8 4 0 0 1 0 0 0 3 11 0 +5329 1949 PhD Divorced 35946 1 1 27-09-2013 24 8 0 3 0 0 0 1 0 0 3 5 0 0 0 0 0 0 3 11 0 +610 1953 PhD Together 53593 1 1 07-08-2012 60 349 4 78 6 0 43 8 7 2 6 8 0 0 0 0 0 0 3 11 0 +9384 1978 Graduation Married 66373 1 1 12-06-2013 57 328 9 124 12 24 109 7 4 2 10 3 0 0 0 0 0 0 3 11 0 +5956 1948 PhD Divorced 45072 1 2 16-10-2013 74 144 2 99 7 2 30 5 6 1 4 8 0 0 0 0 0 0 3 11 0 +10430 1973 Graduation Divorced 89694 1 1 09-10-2013 22 1126 28 211 37 28 42 3 4 3 4 5 0 1 1 1 0 0 3 11 0 +7875 1949 Graduation Married 72025 0 0 29-04-2014 46 967 0 617 43 50 0 1 4 8 13 2 0 1 1 1 0 0 3 11 1 +7072 1973 Graduation Married 67432 0 1 29-03-2013 69 432 79 341 177 136 170 2 8 5 4 4 0 0 0 0 0 0 3 11 0 +6255 1952 Master Together 70545 0 1 03-06-2014 29 138 39 63 55 18 21 1 4 1 7 2 0 0 0 0 0 0 3 11 0 +6516 1989 Basic Married 17487 1 0 18-03-2013 37 0 0 1 7 4 6 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +5564 1969 Graduation Together 62882 0 1 09-08-2012 26 509 133 497 78 24 97 2 7 5 6 4 0 0 0 0 0 0 3 11 0 +5682 1953 PhD Single 64108 0 1 23-03-2013 8 948 10 86 13 21 21 4 6 9 11 5 0 0 0 0 0 0 3 11 0 +7458 1956 Master Together 34941 1 1 06-03-2013 26 39 2 25 4 3 24 2 3 0 3 8 0 0 0 0 0 0 3 11 0 +5237 1950 PhD Single 48767 1 2 01-01-2014 79 28 1 21 3 0 10 3 2 1 3 5 0 0 0 0 0 0 3 11 0 +7761 1978 2n Cycle Together 38702 1 0 01-08-2013 71 13 11 24 13 8 40 2 3 0 4 6 0 0 0 0 0 0 3 11 0 +5278 1964 Graduation Married 82224 0 0 25-01-2014 83 307 26 360 138 31 40 1 6 9 5 3 0 0 0 1 0 0 3 11 0 +3560 1952 Graduation Together 83844 0 0 12-05-2013 57 901 31 345 75 31 191 1 4 4 11 1 0 0 1 0 0 0 3 11 0 +7235 1975 2n Cycle Married 17003 1 0 09-12-2013 37 2 5 12 4 8 7 3 2 0 4 5 0 0 0 0 0 0 3 11 0 +10548 1995 Graduation Single 71163 0 0 09-03-2014 30 283 17 372 138 106 44 1 3 8 12 1 0 0 0 0 0 0 3 11 0 +2281 1970 Graduation Single 33697 1 0 15-09-2013 34 4 3 7 0 3 11 1 1 0 2 7 1 0 0 0 0 0 3 11 0 +4073 1954 2n Cycle Married 63564 0 0 29-01-2014 0 769 80 252 15 34 65 1 10 10 7 6 1 0 0 0 0 0 3 11 1 +6974 1972 PhD Together 83443 0 0 31-12-2013 89 518 42 742 55 56 84 1 6 10 5 2 0 0 0 0 0 0 3 11 0 +7938 1958 PhD Together 51518 0 1 03-10-2013 92 350 8 66 17 4 4 2 3 2 10 3 0 0 0 0 0 0 3 11 0 +7094 1975 Graduation Widow 58330 0 1 25-12-2013 87 445 53 213 104 98 151 1 6 4 13 4 0 0 0 0 0 0 3 11 0 +3667 1969 Graduation Married 80952 0 0 28-02-2013 20 778 178 689 41 27 44 1 8 5 11 8 0 1 1 1 0 0 3 11 1 +7723 1979 Graduation Together 75507 0 0 02-05-2014 56 709 93 374 104 80 80 1 8 6 6 3 0 0 0 0 0 0 3 11 0 +3870 1978 2n Cycle Together 63855 0 0 09-02-2013 28 359 35 314 93 116 89 1 7 3 13 4 0 0 0 0 0 0 3 11 0 +4012 1972 PhD Together 62220 0 1 11-08-2012 55 799 12 375 16 12 12 5 7 6 5 6 0 0 0 0 0 0 3 11 1 +5909 1964 Graduation Married 58512 0 1 19-09-2013 25 895 10 101 13 0 152 5 3 4 8 8 0 0 0 0 0 0 3 11 0 +10470 1979 Master Married 40662 1 0 15-03-2013 0 40 2 23 0 4 23 2 2 1 3 4 0 0 0 0 0 0 3 11 0 +6488 1959 PhD Married 38829 0 1 06-04-2014 86 76 0 7 0 0 16 1 3 2 2 5 0 0 0 0 0 0 3 11 0 +10270 1981 2n Cycle Married 35523 1 0 03-10-2013 8 11 5 22 12 5 11 2 3 0 3 7 0 0 0 0 0 0 3 11 0 +6887 1967 Graduation Single 79146 1 1 24-04-2014 33 245 16 223 21 43 16 2 8 1 8 6 0 0 0 0 0 0 3 11 0 +6406 1988 Master Married 78285 0 0 28-10-2013 13 647 107 391 175 67 40 1 6 4 10 3 0 0 0 0 0 0 3 11 0 +7573 1978 PhD Single 31626 1 0 10-05-2013 12 39 1 9 2 1 34 1 2 1 2 7 1 0 0 0 0 0 3 11 1 +4508 1952 Graduation Single 75127 0 0 22-05-2014 92 203 35 305 46 17 227 1 2 11 5 1 0 0 0 0 0 0 3 11 0 +221 1955 Graduation Married 48726 0 1 27-04-2013 90 138 3 38 4 0 59 3 3 2 4 6 0 0 0 0 0 0 3 11 0 +5331 1977 Graduation Married 74985 0 0 11-09-2012 8 587 51 898 247 0 86 1 3 6 7 2 0 0 0 0 0 0 3 11 0 +1911 1987 Graduation Together 67430 0 0 05-09-2012 6 595 97 291 127 133 121 1 11 5 12 6 0 0 0 0 0 0 3 11 0 +20 1965 2n Cycle Married 46891 0 1 01-09-2013 91 43 12 23 29 15 61 1 2 1 4 4 0 0 0 0 0 0 3 11 0 +8786 1956 Master Married 62058 0 1 26-05-2013 52 301 7 74 10 0 58 4 6 1 7 6 0 0 0 0 0 0 3 11 0 +10582 1979 Graduation Married 72063 0 1 03-07-2013 3 180 32 348 76 32 90 2 5 2 12 2 0 0 0 0 0 0 3 11 0 +1915 1951 PhD Married 78939 0 0 12-12-2013 57 794 115 243 150 0 205 1 8 5 6 3 0 0 0 0 0 0 3 11 0 +8897 1965 Graduation Single 42720 1 1 24-04-2013 9 392 5 91 28 26 112 8 7 3 7 8 0 0 0 0 0 0 3 11 1 +2371 1972 Graduation Married 33622 1 1 13-04-2013 22 39 1 22 3 4 12 3 2 0 4 7 0 0 0 0 0 0 3 11 0 +4303 1957 PhD Together 6835 0 1 08-12-2012 76 107 2 12 2 2 12 0 0 0 1 20 0 0 0 0 0 0 3 11 0 +6825 1953 Graduation Together 41452 1 1 06-03-2013 86 13 0 3 0 0 0 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +1072 1965 PhD Single 40760 0 1 30-08-2013 64 70 0 17 0 0 6 2 2 1 3 6 0 0 0 0 0 0 3 11 0 +4964 1958 PhD Together 74250 0 0 26-01-2014 90 680 11 392 75 0 0 1 2 11 4 1 0 0 0 0 0 0 3 11 0 +2461 1955 Master Single 51124 1 1 18-12-2013 79 26 1 11 0 1 4 2 1 0 3 3 0 0 0 0 0 0 3 11 0 +10736 1971 Graduation Single 72258 0 1 12-09-2013 28 522 0 522 227 120 134 2 6 9 5 2 0 0 0 0 0 0 3 11 0 +3194 1974 PhD Single 71466 0 0 05-04-2014 86 412 12 546 78 182 0 1 4 4 10 1 0 0 0 0 0 0 3 11 0 +10839 1976 Graduation Together 36283 1 1 14-04-2014 42 6 5 5 8 0 5 2 1 0 3 4 0 0 0 0 0 0 3 11 0 +49 1970 Graduation Single 20587 1 0 11-05-2014 39 2 3 6 4 1 9 1 1 1 2 7 0 0 0 0 0 0 3 11 0 +4290 1972 Graduation Married 30467 1 0 19-03-2014 8 1 3 8 2 5 5 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +10219 1972 Graduation Together 31590 1 0 18-06-2013 40 6 2 15 6 6 3 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +4211 1986 Basic Married 20425 1 0 29-10-2012 5 4 12 5 3 16 17 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +1135 1960 Master Together 17144 1 1 15-02-2014 96 18 2 19 0 2 6 5 3 0 4 7 0 0 0 0 0 0 3 11 0 +6299 1968 PhD Divorced 42564 0 1 02-01-2013 28 324 48 186 39 18 198 6 6 8 4 7 1 0 0 0 0 0 3 11 1 +10846 1978 Master Married 43783 1 0 29-05-2014 22 327 9 125 25 4 139 6 7 1 8 7 1 0 0 0 0 0 3 11 0 +347 1976 Graduation Divorced 40780 0 1 08-09-2012 30 229 27 71 13 3 34 4 7 1 5 9 0 0 0 0 0 0 3 11 0 +6543 1945 Master Together 62847 0 0 15-01-2013 45 521 168 706 80 76 61 1 3 6 4 2 0 0 0 0 0 0 3 11 0 +10446 1957 PhD Married 82017 0 0 07-11-2012 58 184 23 446 30 23 23 1 5 4 7 2 0 1 1 1 0 0 3 11 1 +3479 1950 Graduation Single 16813 0 0 19-07-2013 49 4 8 11 12 2 13 1 2 0 3 7 1 0 0 0 0 0 3 11 0 +11075 1978 Graduation Married 51267 1 1 29-10-2013 37 183 2 64 7 2 12 4 3 3 5 4 0 0 0 0 0 0 3 11 0 +4442 1961 Graduation Single 46524 0 1 05-04-2013 70 31 19 35 26 14 52 2 1 1 5 3 0 0 0 0 0 0 3 11 0 +199 1962 Master Single 45183 0 0 20-01-2013 33 219 3 60 12 9 12 1 4 1 7 7 0 1 0 0 0 0 3 11 0 +6722 1954 PhD Married 70421 0 1 28-06-2014 98 479 28 136 75 14 35 3 10 3 7 6 0 0 0 0 0 0 3 11 0 +796 1965 2n Cycle Divorced 60161 0 1 23-10-2012 17 584 44 212 46 8 177 3 11 4 8 8 0 0 0 0 0 0 3 11 0 +3749 1973 Graduation Together 73926 0 0 02-03-2013 54 627 91 597 159 91 15 1 6 5 12 3 0 0 0 0 0 0 3 11 0 +8523 1968 Graduation Married 19329 1 0 14-12-2013 39 24 1 16 12 2 5 3 4 0 3 8 0 0 0 0 0 0 3 11 0 +310 1970 Master Married 61872 0 1 13-12-2013 81 330 5 159 36 27 16 4 4 4 9 4 0 0 0 0 0 0 3 11 0 +8629 1956 Graduation Widow 46984 1 1 26-03-2013 71 19 1 10 2 1 8 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +236 1951 Graduation Married 34838 1 1 19-01-2013 62 28 23 29 29 14 47 3 2 1 4 6 0 0 0 0 0 0 3 11 0 +9930 1944 PhD Single 82716 0 0 05-11-2013 8 606 148 228 15 148 22 1 6 8 13 2 0 0 0 0 0 0 3 11 0 +3483 1958 Graduation Married 48192 0 0 06-04-2013 76 1039 43 204 153 58 29 3 2 8 12 8 0 1 0 1 1 0 3 11 1 +4599 1976 Master Married 49681 0 2 04-11-2013 66 411 0 26 0 0 21 6 7 1 7 7 0 0 0 0 0 0 3 11 0 +7326 1971 Master Married 56850 0 1 23-03-2014 83 34 1 19 2 7 0 1 1 1 3 2 0 0 0 0 0 0 3 11 0 +7352 1957 Graduation Married 55267 0 1 21-10-2013 28 161 28 136 32 3 45 4 3 4 6 3 0 0 0 0 0 0 3 11 0 +2350 1972 Graduation Married 59666 1 1 22-03-2013 87 623 53 178 23 17 133 7 3 2 8 8 0 1 0 0 0 0 3 11 0 +9145 1972 Graduation Single 72504 0 1 06-04-2013 43 604 26 470 123 161 94 2 5 9 6 2 0 0 0 0 0 0 3 11 0 +2964 1981 Graduation Married 26872 0 0 16-10-2013 0 3 10 8 3 16 32 1 1 1 2 6 0 0 0 0 0 0 3 11 0 +5585 1972 Graduation Single 21359 1 0 20-04-2013 1 12 2 17 6 1 10 2 2 0 3 8 0 0 0 0 0 0 3 11 1 +9687 1975 Graduation Single 73170 0 0 31-05-2014 1 184 174 256 50 30 32 1 5 4 6 2 0 0 0 0 0 0 3 11 0 +3732 1955 Master Married 52750 0 1 04-02-2013 72 393 0 239 90 69 69 6 5 7 9 4 0 0 0 0 0 0 3 11 0 +6303 1986 PhD Together 91820 0 0 23-11-2013 72 410 73 747 76 161 30 0 5 5 12 1 0 0 0 0 0 0 3 11 0 +11176 1970 PhD Together 65968 0 1 12-05-2014 12 376 9 83 19 4 4 2 5 4 7 3 0 0 0 0 0 0 3 11 0 +2986 1976 Graduation Married 30772 1 1 12-03-2014 89 7 2 4 2 1 4 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +7462 1954 Graduation Single 22507 0 0 24-11-2012 67 68 0 226 51 157 68 3 10 2 4 9 0 0 0 0 0 0 3 11 0 +3900 1972 Graduation Married 65685 0 1 29-03-2014 54 642 14 49 0 7 57 1 9 2 9 5 0 0 0 0 0 0 3 11 0 +7034 1978 2n Cycle Married 25804 1 0 01-09-2013 34 8 7 9 13 6 12 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +9493 1980 PhD Single 76412 0 0 05-05-2013 15 840 53 804 23 71 17 1 5 4 8 3 0 0 1 1 0 0 3 11 1 +1143 1972 Graduation Married 22063 1 0 08-08-2013 43 7 10 13 3 11 11 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +1 1961 Graduation Single 57091 0 0 15-06-2014 0 464 5 64 7 0 37 1 7 3 7 5 0 0 0 0 1 0 3 11 1 +3855 1963 Graduation Married 22419 0 0 18-04-2013 74 30 3 47 19 21 42 1 3 2 2 8 0 0 0 0 0 0 3 11 0 +5536 1959 Graduation Together 87771 0 1 22-05-2013 61 1492 38 287 50 57 33 1 5 10 4 6 0 1 1 1 1 0 3 11 1 +5989 1959 2n Cycle Divorced 78353 0 1 16-04-2013 51 752 122 476 39 153 34 1 10 2 11 8 0 0 0 0 0 0 3 11 0 +9499 1954 Graduation Married 93404 1 2 07-05-2013 97 1279 15 287 20 0 15 3 3 4 7 5 0 1 1 0 0 0 3 11 0 +6768 1962 Graduation Divorced 37859 1 2 12-01-2013 75 22 1 8 2 1 2 2 1 0 3 8 0 0 0 0 0 0 3 11 0 +2150 1958 PhD Widow 80995 0 1 11-05-2013 83 860 28 409 73 56 56 1 8 9 4 4 0 0 0 0 0 0 3 11 0 +6646 1984 Graduation Together 16529 1 0 01-03-2014 23 3 0 5 13 0 1 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +4887 1976 PhD Divorced 55412 1 1 22-11-2013 65 10 5 28 11 1 8 1 2 0 3 5 0 0 0 0 0 0 3 11 0 +8560 1992 Graduation Single 48789 0 0 10-09-2012 94 351 16 156 7 5 145 1 6 4 7 6 0 0 0 0 0 0 3 11 0 +3321 1967 PhD Together 56575 0 2 05-05-2013 42 421 5 90 0 16 10 3 7 3 7 5 0 0 0 0 0 0 3 11 0 +11003 1980 2n Cycle Together 25130 1 0 02-10-2013 10 2 5 7 0 18 18 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +10402 1967 Graduation Married 35441 1 1 14-02-2013 94 25 1 9 2 1 1 2 1 0 3 8 0 0 0 0 0 0 3 11 0 +9904 1956 Graduation Married 71391 0 1 29-03-2013 50 336 123 274 46 123 141 5 6 5 12 3 0 0 0 0 0 0 3 11 0 +6141 1972 Master Single 49494 1 0 25-04-2013 46 191 9 97 0 6 82 2 6 1 5 7 0 0 0 0 0 0 3 11 0 +5687 1980 Graduation Divorced 81702 0 0 23-09-2012 98 563 50 774 28 31 187 1 7 7 12 3 0 0 0 0 0 0 3 11 0 +10856 1980 2n Cycle Single 45889 0 1 02-07-2013 42 31 0 6 0 1 8 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +5121 1977 Graduation Single 56628 0 1 21-03-2014 30 479 5 82 7 17 171 2 7 6 5 5 1 0 0 0 0 0 3 11 0 +4186 1950 Graduation Together 34026 1 1 05-08-2013 11 18 6 15 12 8 17 3 2 1 3 5 0 0 0 0 0 0 3 11 0 +368 1974 Graduation Married 40049 0 1 29-11-2012 61 91 65 52 10 44 28 3 3 2 6 5 0 0 0 0 0 0 3 11 0 +3312 1988 Graduation Single 34176 1 0 12-05-2014 12 5 7 24 19 14 20 4 3 0 4 6 0 0 0 0 0 0 3 11 0 +11121 1981 Graduation Married 19419 1 0 10-11-2012 76 2 14 28 16 3 7 4 4 0 3 9 0 0 0 0 0 0 3 11 0 +5332 1960 2n Cycle Married 82504 0 0 27-07-2013 2 362 50 431 134 35 54 1 3 6 7 1 0 0 0 0 0 0 3 11 0 +5848 1970 Graduation Together 81205 0 0 13-01-2014 43 724 74 929 97 55 130 1 5 6 7 2 1 0 1 0 1 0 3 11 1 +10343 1991 2n Cycle Single 61618 0 0 29-09-2012 27 605 91 399 0 45 205 2 3 6 8 3 0 0 0 0 0 0 3 11 0 +5935 1956 Master Single 55284 0 1 24-12-2012 60 547 7 140 0 7 63 3 7 5 8 5 0 0 0 0 0 0 3 11 0 +2895 1963 Graduation Single 49980 0 1 23-10-2013 79 104 1 54 13 9 14 2 3 1 5 5 0 0 0 0 0 0 3 11 0 +10262 1980 Graduation Married 15072 2 0 10-05-2013 96 8 2 15 0 10 18 4 3 1 3 5 0 0 0 0 0 0 3 11 0 +7848 1974 Graduation Single 49166 0 1 13-06-2013 17 224 2 25 7 0 110 2 5 3 3 6 0 0 0 0 0 0 3 11 0 +9477 1954 PhD Married 65324 0 1 11-01-2014 0 384 0 102 21 32 5 3 6 2 9 4 0 0 0 0 0 0 3 11 0 +4856 1957 2n Cycle Married 82347 0 0 06-11-2012 38 556 54 845 202 133 63 1 7 7 10 3 1 0 0 1 0 0 3 11 0 +7186 1966 PhD Together 30843 1 1 26-05-2014 43 24 0 2 0 0 9 2 1 1 2 5 1 0 0 0 0 0 3 11 0 +5794 1974 PhD Married 46374 0 1 17-03-2014 1 408 0 21 0 0 17 3 7 1 7 8 0 1 0 1 0 0 3 11 1 +1456 1979 Graduation Single 60474 0 1 01-04-2013 25 265 199 303 234 9 170 7 10 2 12 7 0 0 0 0 0 0 3 11 0 +4877 1973 Master Married 38576 0 1 04-03-2014 2 34 0 7 0 0 0 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +425 1985 Graduation Married 55357 2 0 19-02-2013 66 374 64 116 84 25 64 3 6 2 11 5 0 0 0 0 0 0 3 11 0 +3007 1966 Graduation Together 37758 1 1 04-10-2012 49 27 2 10 0 0 1 2 1 0 3 8 0 0 0 0 0 0 3 11 0 +1031 1989 2n Cycle Married 85710 0 0 05-05-2013 5 600 20 350 29 30 33 1 6 9 10 2 0 0 1 0 0 0 3 11 0 +4297 1969 Graduation Together 23228 1 0 26-01-2014 71 13 2 18 6 1 0 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +807 1969 Master Together 44602 1 1 15-02-2014 35 167 2 89 0 0 34 6 6 1 4 8 0 0 0 0 0 0 3 11 0 +9553 1987 Graduation Married 7500 0 0 09-01-2013 94 0 2 3 4 1 5 1 0 0 3 6 0 0 0 0 0 0 3 11 0 +4271 1989 2n Cycle Together 38683 1 0 04-10-2012 80 46 35 69 84 41 66 6 4 1 6 7 0 0 0 0 0 0 3 11 0 +4120 1975 2n Cycle Single 49514 1 0 17-12-2013 61 88 39 78 58 13 93 2 6 1 4 7 0 0 0 0 0 0 3 11 0 +2036 1973 PhD Together 57906 0 1 11-06-2013 29 243 11 119 10 3 15 3 4 2 8 4 0 0 0 0 0 0 3 11 0 +115 1966 Master Single 43456 0 1 26-03-2013 0 275 11 68 25 7 7 3 5 1 8 5 0 0 0 0 0 0 3 11 0 +4259 1986 Master Single 19485 2 0 24-09-2013 80 6 0 4 0 0 0 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +8687 1978 Graduation Together 53172 0 1 06-05-2013 54 121 62 90 68 20 125 3 2 3 8 3 0 0 0 0 0 0 3 11 0 +2447 1979 Graduation Together 30545 1 0 17-10-2012 71 4 12 15 19 7 12 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +10140 1983 PhD Together 70123 0 0 28-09-2013 27 1308 0 396 23 0 0 1 5 7 4 3 0 1 0 0 1 0 3 11 0 +9353 1959 Graduation Single 62450 0 1 06-01-2014 61 515 47 267 62 66 38 2 5 5 4 3 0 1 0 0 0 0 3 11 0 +3623 1976 Graduation Together 21675 1 0 11-06-2014 55 4 0 16 17 4 4 3 4 0 3 7 0 0 0 0 0 0 3 11 0 +738 1981 2n Cycle Single 42395 1 1 04-04-2014 35 48 13 57 24 15 25 4 3 1 4 7 0 0 0 0 0 0 3 11 0 +7631 1978 Master Together 61346 1 0 06-10-2013 34 562 58 168 43 16 142 1 5 7 10 3 0 0 0 0 0 0 3 11 0 +4789 1953 Graduation Together 80812 0 0 17-09-2013 95 769 22 500 210 143 33 1 4 8 5 2 1 0 1 1 0 0 3 11 0 +773 1971 Master Divorced 42835 1 1 30-06-2013 64 379 4 93 12 9 98 7 6 6 4 6 0 0 0 0 0 0 3 11 0 +10602 1983 Graduation Married 39922 1 0 14-02-2013 30 29 12 59 19 1 36 2 3 0 4 8 0 0 0 0 0 0 3 11 0 +1446 1956 Master Single 86424 0 0 05-04-2014 12 387 68 569 89 45 68 1 6 9 12 1 0 0 0 0 0 0 3 11 0 +3270 1978 2n Cycle Together 17117 1 0 17-01-2013 96 12 23 38 30 18 7 4 3 1 3 9 0 0 0 0 0 0 3 11 0 +8443 1972 Graduation Single 24762 1 0 10-02-2014 16 6 10 12 3 15 40 3 3 1 2 8 1 0 0 0 0 0 3 11 1 +9653 1975 Graduation Married 35797 0 1 16-10-2012 16 27 1 14 4 1 21 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +8916 1975 Graduation Divorced 36627 2 0 23-07-2013 78 9 1 5 0 0 1 1 0 0 3 5 0 0 0 0 0 0 3 11 0 +8017 1981 2n Cycle Married 51111 1 1 19-06-2014 83 22 0 19 6 5 3 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +5830 1972 PhD Single 86857 0 0 12-09-2012 96 899 102 838 133 102 40 1 5 6 10 2 0 0 0 0 0 0 3 11 1 +4597 1970 PhD Together 82072 0 0 02-07-2013 67 889 55 685 168 92 129 1 3 2 13 1 0 0 0 0 0 0 3 11 0 +7023 1953 PhD Single 46231 2 1 26-11-2012 87 189 2 55 0 5 12 4 6 1 4 9 0 0 0 0 0 0 3 11 0 +8086 1959 Graduation Married 42243 1 1 11-12-2013 34 48 0 2 0 0 5 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +8825 1962 Graduation Together 51195 1 1 01-04-2013 46 230 14 156 82 24 58 8 9 2 5 8 0 0 0 0 0 0 3 11 0 +2930 1978 Master Single 68092 0 0 16-12-2013 7 852 60 207 78 36 48 2 2 6 10 5 0 0 0 0 0 0 3 11 0 +1928 1973 Graduation Married 31814 1 0 09-02-2013 73 35 3 20 4 1 20 2 2 0 3 9 1 0 0 0 0 0 3 11 0 +7108 1965 Master Widow 51390 1 1 08-09-2012 54 205 20 47 23 2 56 6 5 2 5 5 0 0 0 0 0 0 3 11 0 +10925 1983 Graduation Married 76630 0 0 14-01-2014 93 255 31 446 40 56 175 1 3 10 11 1 0 0 0 0 0 0 3 11 0 +9960 1991 Basic Single 26868 1 0 30-04-2014 52 0 0 1 8 3 2 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +8800 1943 PhD Divorced 48948 0 0 01-02-2013 53 437 8 206 160 49 42 2 7 10 5 6 1 0 0 0 0 0 3 11 1 +9224 1972 PhD Single 55260 0 1 12-12-2012 81 825 8 53 11 0 242 2 8 10 5 6 0 0 0 0 0 0 3 11 0 +5519 1956 Graduation Together 64090 0 1 07-08-2013 8 316 58 161 76 51 135 1 6 9 4 5 0 0 0 0 0 0 3 11 1 +5046 1958 Graduation Divorced 78331 0 1 23-01-2014 97 756 138 354 160 169 61 2 10 6 7 4 0 0 0 0 0 0 3 11 0 +7037 1974 PhD Married 37087 1 0 11-08-2013 50 194 55 134 15 0 3 3 4 2 8 6 0 0 0 0 0 0 3 11 0 +905 1986 Graduation Divorced 21846 1 0 22-10-2013 38 7 17 18 6 10 26 4 4 0 3 8 0 0 0 0 0 0 3 11 0 +8624 1958 Graduation Married 81320 0 0 06-02-2013 61 183 33 493 59 103 57 1 4 3 10 2 0 0 0 0 0 0 3 11 0 +8945 1970 Graduation Divorced 54137 0 1 16-08-2013 46 171 0 11 0 1 20 2 4 1 4 6 0 0 0 0 0 0 3 11 0 +6445 1967 Graduation Together 66825 0 0 14-07-2013 73 243 101 405 29 40 40 1 4 5 6 2 0 0 0 0 0 0 3 11 0 +2727 1973 Graduation Together 57100 0 0 04-12-2013 19 181 21 69 39 3 96 1 3 3 6 3 0 0 0 0 0 0 3 11 0 +6404 1969 Graduation Together 58917 1 2 24-03-2013 10 151 7 89 0 7 28 5 4 1 6 5 0 0 0 0 0 0 3 11 0 +11074 1977 Graduation Single 85072 0 0 09-04-2014 94 494 92 391 194 11 241 1 3 4 10 0 0 0 0 0 0 0 3 11 0 +10150 1961 Graduation Single 86429 0 0 21-11-2013 10 464 28 873 29 18 37 0 7 4 7 2 0 0 0 1 0 0 3 11 1 +1968 1971 Graduation Widow 45684 1 0 02-12-2013 37 5 1 5 10 0 7 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +6534 1974 Graduation Together 47889 1 0 04-01-2014 94 29 0 29 0 5 4 1 2 0 3 5 0 0 0 0 0 0 3 11 0 +9485 1986 PhD Married 45921 0 0 10-03-2014 23 102 9 49 24 3 12 1 2 1 6 4 0 0 0 0 0 0 3 11 0 +7053 1966 PhD Single 78420 0 0 29-06-2013 75 604 28 674 91 28 28 1 3 10 8 1 0 0 0 0 0 0 3 11 0 +4654 1992 Graduation Together 75114 0 0 07-11-2013 40 571 12 523 63 60 24 1 3 10 5 2 0 0 0 0 0 0 3 11 0 +9760 1963 PhD Widow 52278 0 1 25-01-2013 24 953 0 71 0 0 174 6 10 5 10 8 0 0 0 0 0 0 3 11 1 +1048 1972 Master Married 35641 1 0 14-07-2013 11 63 3 67 8 9 28 2 3 1 4 7 0 0 0 0 0 0 3 11 1 +10619 1994 Graduation Single 95529 0 0 03-12-2012 29 770 29 890 250 27 24 1 7 3 7 3 0 0 1 0 0 0 3 11 1 +9308 1954 Graduation Married 62820 0 0 11-05-2013 51 398 61 265 138 61 53 1 3 4 6 1 0 0 0 0 0 0 3 11 0 +10505 1960 Master Together 73113 0 0 26-12-2013 86 741 19 154 50 9 28 1 3 4 7 2 0 0 0 0 0 0 3 11 0 +8362 1982 PhD Married 84169 0 0 07-08-2013 9 1478 19 403 0 19 0 1 7 6 6 3 0 1 1 0 0 0 3 11 1 +2625 1954 2n Cycle Single 42607 0 1 17-11-2013 30 156 29 56 30 32 47 2 3 2 7 3 0 0 0 0 0 0 3 11 0 +4637 1954 PhD Single 74637 0 0 18-05-2013 73 960 64 464 146 0 16 1 6 9 9 3 0 0 0 1 0 0 3 11 0 +9972 1955 PhD Together 46015 1 1 13-04-2014 25 38 0 2 0 0 6 1 1 0 3 7 1 0 0 0 1 0 3 11 0 +4483 1993 Graduation Single 72354 0 0 17-04-2013 67 315 26 473 220 12 182 1 2 10 6 1 0 0 0 0 0 0 3 11 0 +4487 1969 Master Single 39858 1 0 24-01-2013 67 15 20 25 2 7 26 1 2 0 4 6 0 0 0 0 0 0 3 11 1 +4988 1948 PhD Married 34469 1 1 04-05-2014 58 19 6 20 0 5 12 3 1 1 4 4 0 0 0 0 0 0 3 11 0 +8931 1986 Graduation Together 83033 1 0 18-05-2014 82 812 99 431 237 149 33 1 11 4 10 5 0 0 0 1 0 0 3 11 0 +5871 1979 Master Together 24401 0 0 31-08-2012 98 73 28 217 10 24 115 3 6 1 6 8 0 0 0 0 0 0 3 11 0 +2008 1978 Graduation Married 77583 0 0 10-02-2014 93 372 23 384 250 12 108 1 4 5 9 2 0 0 0 1 0 0 3 11 0 +3139 1982 2n Cycle Single 74116 0 0 30-12-2013 53 871 111 704 145 55 166 1 4 4 10 2 0 1 0 0 0 0 3 11 0 +10037 1993 Graduation Single 74293 0 0 04-05-2014 66 375 152 335 93 91 81 1 5 4 6 2 0 0 0 0 0 0 3 11 0 +10673 1976 PhD Married 68397 0 1 17-11-2013 6 760 80 466 17 13 80 1 6 9 5 3 0 0 0 0 0 0 3 11 0 +5303 1974 PhD Together 79632 0 0 08-04-2014 42 471 0 510 99 21 12 1 6 4 9 2 0 0 0 0 0 0 3 11 0 +538 1989 Graduation Single 46107 1 0 10-02-2014 78 31 9 27 16 9 33 1 1 1 4 3 0 0 0 0 0 0 3 11 0 +7922 1951 PhD Single 64950 0 1 12-08-2012 29 819 0 72 12 0 63 2 11 2 10 7 0 1 0 0 0 0 3 11 0 +5692 1989 Basic Married 25443 1 0 22-12-2012 82 1 4 3 8 9 7 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +4843 1952 Graduation Single 75127 0 0 22-05-2014 92 203 35 305 46 17 227 1 2 11 5 1 0 0 0 0 0 0 3 11 0 +6383 1971 PhD Together 32892 1 0 25-05-2014 78 26 0 15 2 1 2 2 3 0 3 8 0 0 0 0 0 0 3 11 0 +1628 1971 Graduation Together 71796 0 0 24-10-2013 54 354 21 311 167 75 32 1 9 3 4 4 0 0 0 0 0 0 3 11 0 +1204 1970 PhD Married 67536 0 1 22-05-2013 45 1253 0 447 23 71 35 3 11 5 11 8 0 0 0 1 0 0 3 11 0 +3673 1971 Graduation Single 55239 0 1 14-07-2013 59 371 17 238 23 24 106 3 7 5 11 5 0 0 0 0 0 0 3 11 0 +760 1975 PhD Divorced 60554 1 0 09-08-2013 8 588 7 76 110 15 15 2 8 4 9 6 0 0 0 0 0 0 3 11 0 +8957 1952 2n Cycle Single 64831 1 1 10-06-2013 51 480 86 249 75 86 144 8 6 3 5 6 0 0 0 0 0 0 3 11 0 +4128 1962 PhD Together 56067 0 1 20-07-2013 51 517 12 54 16 6 120 2 7 4 7 5 0 0 0 0 0 0 3 11 0 +6810 1983 Graduation Divorced 82025 0 0 28-05-2013 76 267 98 606 48 70 98 1 3 2 6 1 0 0 1 0 0 0 3 11 1 +5386 1953 Graduation Together 94384 0 0 04-03-2013 62 1111 24 790 160 45 172 0 5 8 5 2 0 1 1 1 0 0 3 11 1 +8700 1986 Basic Single 14906 0 0 22-12-2012 86 7 7 14 7 16 15 3 2 1 3 7 0 0 0 0 0 0 3 11 0 +3202 1987 PhD Married 51563 0 0 01-10-2012 60 1166 0 48 0 0 36 1 4 4 10 8 0 1 1 0 0 0 3 11 0 +1328 1982 2n Cycle Married 57937 0 1 16-02-2014 56 261 42 144 55 48 133 3 4 4 9 3 0 0 0 0 0 0 3 11 0 +8405 1979 Graduation Divorced 68274 1 1 30-09-2013 83 135 25 51 23 25 46 2 4 2 5 3 0 0 0 0 0 0 3 11 0 +6515 1977 Graduation Together 39771 1 0 06-12-2013 92 6 2 18 2 8 14 1 2 0 3 4 0 0 0 0 0 0 3 11 0 +2882 1975 2n Cycle Divorced 67893 0 1 01-10-2012 31 711 28 142 49 18 47 2 3 2 9 8 0 0 0 0 0 0 3 11 0 +7574 1979 PhD Together 27922 1 0 10-05-2014 80 11 0 13 2 4 11 1 2 0 3 4 0 0 0 0 0 0 3 11 0 +6387 1976 PhD Together 52190 1 1 08-05-2014 39 42 0 17 0 0 18 3 2 1 3 5 1 0 0 0 0 0 3 11 0 +5320 1973 Master Divorced 44051 1 1 29-01-2013 20 79 7 58 6 3 18 4 3 1 4 6 0 0 0 0 0 0 3 11 1 +5048 1971 PhD Single 42767 2 0 11-05-2013 53 20 6 43 19 5 38 1 3 1 2 8 0 0 0 0 0 0 3 11 0 +8146 1976 Master Together 46106 1 1 11-05-2014 84 30 0 8 2 0 14 1 1 1 2 6 0 0 0 0 0 0 3 11 0 +10031 1976 PhD Married 16927 1 1 10-02-2013 50 20 2 23 3 1 4 5 3 0 4 8 0 0 0 0 0 0 3 11 0 +5748 1965 Graduation Married 59754 0 1 01-12-2012 96 115 27 44 4 146 139 3 5 2 6 5 0 0 0 0 0 0 3 11 1 +2134 1952 Graduation Single 53700 0 1 17-08-2012 94 263 5 233 69 41 83 4 5 5 8 5 0 0 0 0 0 0 3 11 0 +1523 1973 Graduation Married 59041 1 1 07-05-2014 25 69 2 15 2 2 6 2 2 0 4 5 0 0 0 0 0 0 3 11 0 +9665 1957 PhD Divorced 54237 0 1 27-04-2013 48 267 3 30 4 0 57 4 5 2 5 6 0 0 0 0 0 0 3 11 0 +4640 1967 Graduation Divorced 70647 0 1 21-09-2012 65 561 85 171 25 123 114 2 4 7 13 2 0 0 0 0 0 0 3 11 0 +3635 1962 PhD Single 52597 0 1 07-05-2014 69 492 0 37 7 0 42 3 6 3 8 5 0 0 0 0 0 0 3 11 0 +3547 1969 Master Together 41021 1 0 30-12-2012 12 14 7 9 6 16 12 2 2 0 3 6 0 0 0 0 0 0 3 11 1 +2456 1975 PhD Married 40233 0 1 14-10-2013 84 80 4 46 0 17 2 5 2 1 5 6 0 0 0 0 0 0 3 11 0 +5633 1980 Graduation Married 50183 1 1 25-06-2014 47 97 12 84 13 10 15 7 3 1 6 5 0 0 0 0 0 0 3 11 0 +7801 1959 Graduation Together 54753 0 1 12-09-2013 87 197 107 227 7 59 131 3 5 2 11 4 0 0 0 0 0 0 3 11 0 +10489 1973 Graduation Married 92955 0 0 19-08-2013 35 693 21 925 31 24 84 1 6 7 9 2 0 0 1 1 0 0 3 11 1 +7011 1973 Graduation Married 33471 1 0 12-10-2012 47 43 2 27 0 9 12 3 3 0 4 7 0 0 0 0 0 0 3 11 0 +2620 1974 PhD Married 34596 1 0 13-04-2013 48 14 0 2 0 0 7 1 1 0 2 8 0 0 0 0 0 0 3 11 1 +3933 1980 Graduation Together 44010 1 0 13-10-2012 46 186 36 234 86 72 48 6 10 2 6 9 0 0 0 0 0 0 3 11 0 +10981 1988 Graduation Married 84219 0 0 02-02-2014 27 434 137 400 45 137 45 1 3 4 10 1 0 0 0 0 0 0 3 11 0 +1734 1968 PhD Together 40706 2 1 17-01-2013 37 59 0 11 4 2 5 4 3 0 4 7 0 0 0 0 0 0 3 11 0 +10995 1988 2n Cycle Married 15716 1 0 12-11-2012 8 16 5 30 8 7 26 3 3 0 4 8 0 0 0 0 0 1 3 11 0 +6357 1959 2n Cycle Divorced 59052 0 1 17-11-2013 29 230 35 75 63 57 31 3 7 1 7 5 0 0 0 0 0 0 3 11 0 +9209 1971 Master Together 80573 0 0 14-10-2012 85 829 138 430 60 92 15 1 4 6 13 2 0 0 0 0 0 0 3 11 0 +10286 1962 Graduation Married 83715 0 0 03-02-2014 2 318 8 407 150 35 8 1 2 8 13 0 0 0 0 0 0 0 3 11 0 +2611 1959 Master Together 82576 0 0 01-08-2012 66 1206 55 445 168 18 18 1 2 4 12 1 0 0 1 0 0 0 3 11 0 +1600 1965 Master Married 56962 2 1 11-10-2013 60 292 3 77 10 3 26 7 6 3 5 7 0 0 0 0 0 0 3 11 0 +3308 1952 Graduation Married 35704 1 1 03-01-2014 54 30 9 12 2 11 30 3 2 0 4 4 0 0 0 0 0 0 3 11 0 +5407 1954 Graduation Together 53103 0 1 12-09-2013 70 729 17 133 11 0 195 5 10 6 7 7 1 0 0 0 0 0 3 11 0 +2166 1960 2n Cycle Widow 46779 1 1 12-07-2013 55 12 1 3 0 0 7 1 0 1 2 4 0 0 0 0 0 0 3 11 0 +3955 1965 Graduation Divorced 4861 0 0 22-06-2014 20 2 1 1 1 0 1 0 0 0 0 14 0 0 0 0 0 0 3 11 0 +6634 1979 Master Divorced 33462 1 0 07-08-2013 78 22 3 18 0 0 11 1 2 0 3 7 0 0 0 0 0 0 3 11 0 +3056 1978 Graduation Divorced 63693 0 1 14-10-2013 63 587 43 337 42 87 54 3 11 6 9 6 0 0 0 0 0 0 3 11 0 +5718 1950 Graduation Married 80763 0 0 15-08-2013 17 674 168 108 192 42 231 1 5 11 6 3 0 0 1 1 0 0 3 11 1 +6872 1974 PhD Married 65352 0 1 21-08-2013 43 284 3 84 4 7 23 2 4 2 8 4 0 0 0 0 0 0 3 11 0 +8164 1978 PhD Married 82170 0 0 25-11-2013 13 1023 93 651 49 55 37 1 5 6 7 2 0 0 0 0 0 0 3 11 0 +4580 1969 Graduation Married 75759 0 0 25-10-2013 46 1394 22 708 89 91 182 1 9 7 9 5 1 0 1 1 0 0 3 11 1 +9305 1976 2n Cycle Single 79689 0 0 12-05-2013 65 311 26 640 180 37 121 1 4 9 13 2 0 0 0 0 0 0 3 11 0 +453 1956 PhD Widow 35340 1 1 29-06-2014 1 27 0 12 0 1 5 2 2 0 3 5 0 0 0 0 0 0 3 11 0 +8545 1954 Graduation Divorced 85683 0 0 21-03-2014 6 1296 17 311 45 69 51 1 2 4 10 1 0 1 1 1 1 0 3 11 1 +9850 1972 2n Cycle Married 24884 1 0 29-11-2012 32 3 6 7 0 0 3 1 0 0 3 7 0 0 0 0 0 0 3 11 0 +7378 1981 Master Together 42021 1 0 31-08-2012 34 393 5 136 7 5 27 5 10 1 6 9 1 0 0 0 0 0 3 11 0 +7646 1989 Graduation Single 64449 1 0 18-02-2014 70 218 63 282 137 35 70 4 5 3 12 4 0 0 0 0 0 0 3 11 0 +1640 1954 Graduation Divorced 64587 1 1 22-06-2014 49 66 0 16 0 6 20 2 1 1 4 3 0 0 0 0 0 0 3 11 0 +5184 1995 Graduation Single 34824 0 0 26-03-2014 65 4 2 11 2 0 4 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +8492 1978 Graduation Together 75437 0 0 09-11-2013 25 795 0 545 95 58 0 1 8 4 10 6 0 0 0 1 0 0 3 11 0 +11188 1957 Graduation Together 26091 1 1 25-02-2014 84 15 10 19 8 17 20 3 2 1 3 5 0 0 0 0 0 0 3 11 0 +1212 1973 Graduation Married 52845 1 0 13-08-2013 7 384 25 292 130 41 64 3 8 8 6 6 1 0 0 0 0 0 3 11 0 +9097 1956 Graduation Divorced 46086 0 1 03-11-2013 34 244 8 32 7 2 50 4 3 1 8 4 0 0 0 0 0 0 3 11 0 +10473 1956 PhD Widow 78028 0 1 10-09-2012 38 158 19 288 25 0 38 1 6 4 9 7 0 1 1 0 0 0 3 11 1 +7962 1987 PhD Single 95169 0 0 09-10-2013 1 1285 21 449 106 20 20 1 4 3 4 1 0 0 1 1 0 0 3 11 1 +9984 1981 2n Cycle Married 56337 1 1 27-03-2013 25 349 16 144 28 5 182 5 8 5 4 8 1 0 0 1 0 0 3 11 1 +5527 1987 Graduation Together 22434 1 0 13-02-2013 25 4 12 11 3 13 15 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +6374 1954 PhD Married 36930 0 1 17-05-2013 50 223 2 31 0 2 39 5 5 2 4 8 0 0 0 0 0 0 3 11 0 +7453 1954 Graduation Single 36130 0 1 02-02-2013 46 157 43 127 68 56 37 6 3 8 4 4 1 0 0 0 0 0 3 11 1 +8952 1953 Master Married 65569 0 1 05-11-2012 96 397 46 288 20 38 70 2 6 5 10 3 0 0 0 0 0 0 3 11 0 +241 1952 Graduation Together 83844 0 0 12-05-2013 57 901 31 345 75 31 191 1 4 4 11 1 0 0 1 0 0 0 3 11 0 +8975 1968 Graduation Married 19514 1 1 26-01-2014 47 14 3 21 2 1 28 4 3 1 2 8 1 0 0 0 0 0 3 11 0 +6119 1963 PhD Single 36736 1 1 10-05-2013 52 10 0 3 0 0 4 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +5236 1979 Graduation Together 77568 0 1 25-08-2012 30 1230 0 396 232 178 158 1 10 2 8 5 0 1 1 1 0 0 3 11 0 +5723 1976 PhD Together 49187 0 1 11-01-2014 63 81 1 31 2 1 0 1 1 1 5 2 0 0 0 0 0 0 3 11 0 +1710 1978 Graduation Single 30168 1 0 07-03-2013 51 154 20 66 0 12 27 7 6 1 4 9 0 0 0 0 0 0 3 11 0 +1970 1968 Master Together 34053 0 1 10-09-2012 14 63 0 21 7 0 12 1 3 0 3 8 0 0 0 0 0 0 3 11 0 +5313 1971 Master Married 38196 1 1 18-04-2014 20 30 0 11 0 0 3 3 2 0 4 5 0 0 0 0 0 0 3 11 0 +10634 1951 Master Married 59412 0 0 19-04-2014 56 90 67 165 30 43 11 1 4 2 8 3 0 0 0 0 0 0 3 11 0 +7010 1965 2n Cycle Married 70924 0 0 07-04-2014 41 635 114 254 132 152 76 1 6 6 7 3 0 0 1 0 0 0 3 11 0 +8562 1969 Graduation Together 54165 0 0 28-05-2013 72 127 4 73 15 6 11 1 2 1 7 2 0 0 0 0 0 0 3 11 0 +3158 1973 Graduation Married 32300 1 0 03-01-2013 1 13 3 6 6 5 6 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +4436 1976 Graduation Single 20180 0 0 20-02-2013 27 18 42 24 15 20 18 1 2 1 4 7 0 0 0 0 0 0 3 11 0 +5287 1973 Graduation Married 34961 1 0 19-06-2014 77 45 2 26 4 1 1 3 3 1 3 7 0 0 0 0 0 0 3 11 0 +2445 1974 PhD Together 28440 1 0 07-07-2013 87 38 1 24 0 0 0 1 2 0 3 8 0 0 0 0 0 0 3 11 0 +6059 1953 PhD Together 64504 1 2 04-03-2013 81 986 36 168 16 0 108 7 11 3 4 7 0 0 0 0 0 0 3 11 1 +4550 1966 Master Together 33564 0 1 24-06-2014 51 61 0 3 0 0 7 1 1 1 3 5 0 0 0 0 0 0 3 11 0 +4240 1978 Graduation Married 17345 1 0 03-11-2012 79 4 9 16 17 0 12 2 2 1 2 8 0 0 0 0 0 0 3 11 0 +8911 1967 PhD Married 56320 0 1 08-04-2013 11 201 53 172 116 77 83 3 5 4 9 4 0 0 0 0 0 0 3 11 0 +3706 1978 Graduation Single 28647 1 0 21-08-2013 54 19 8 29 0 12 26 1 2 2 2 7 1 0 0 0 0 0 3 11 1 +3628 1987 Basic Single 15038 1 0 29-01-2013 93 4 8 11 19 12 26 2 2 1 2 9 0 0 0 0 0 0 3 11 0 +10175 1958 PhD Divorced 32173 0 1 01-08-2013 0 18 0 2 0 0 2 1 1 0 3 4 0 0 0 0 0 0 3 11 0 +8985 1964 2n Cycle Together 68316 0 1 04-11-2012 54 806 80 161 120 11 33 5 10 7 10 6 0 0 0 0 0 0 3 11 0 +5204 1971 Graduation Together 74538 0 0 29-06-2013 21 380 98 733 110 112 28 1 8 8 5 3 0 0 1 0 0 0 3 11 1 +9220 1971 Graduation Single 91700 0 0 17-01-2013 58 576 172 961 125 115 19 1 8 6 5 3 0 0 0 0 0 0 3 11 1 +9888 1969 Graduation Together 68695 0 0 25-06-2014 3 458 81 356 106 50 40 1 4 4 7 2 0 0 0 0 0 0 3 11 0 +5263 1977 2n Cycle Married 31056 1 0 22-01-2013 99 5 10 13 3 8 16 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +1020 1973 Graduation Married 79593 0 0 12-05-2014 70 350 60 568 110 133 145 1 5 6 7 2 0 0 1 0 0 0 3 11 0 +9503 1980 Graduation Single 28071 0 0 29-08-2012 65 39 33 130 41 26 44 2 5 1 5 8 0 0 0 0 0 0 3 11 0 +10613 1958 PhD Together 37334 1 1 26-02-2014 44 26 1 16 2 2 15 4 3 0 4 4 0 0 0 0 0 0 3 11 0 +67 1972 Master Single 46423 1 1 18-09-2013 6 68 0 16 0 0 8 3 2 0 4 7 0 0 0 0 0 0 3 11 0 +6019 1971 PhD Married 37126 1 0 30-03-2014 9 45 3 9 4 4 7 1 1 2 2 6 1 0 0 0 0 0 3 11 1 +5863 1953 Graduation Married 47703 0 1 29-05-2013 95 359 0 134 13 26 123 4 6 3 8 5 0 0 0 0 0 0 3 11 0 +3717 1959 Graduation Married 61180 0 1 23-04-2014 70 403 24 29 6 24 218 2 5 5 6 3 1 0 0 0 0 0 3 11 0 +6730 1954 Graduation Married 38998 1 1 03-11-2012 92 34 1 14 0 0 5 3 2 0 3 8 0 0 0 0 0 1 3 11 0 +10749 1991 Graduation Single 8028 0 0 18-09-2012 62 73 18 66 7 12 2 15 0 1 0 19 0 0 0 0 0 0 3 11 0 +4998 1962 Graduation Together 76081 0 0 23-05-2014 85 292 30 415 63 33 200 1 4 5 4 2 0 0 0 1 0 0 3 11 0 +6287 1986 Graduation Together 34728 1 0 30-07-2013 2 14 0 16 0 0 6 1 1 1 2 6 0 0 0 0 0 0 3 11 1 +5985 1965 Master Single 33168 0 1 13-10-2012 0 80 1 37 0 1 3 3 2 1 4 7 0 0 0 0 0 0 3 11 0 +4754 1966 Master Married 33585 0 1 25-09-2013 91 30 11 33 13 6 29 1 2 0 4 4 0 0 0 0 0 0 3 11 0 +4002 1960 PhD Married 77037 0 1 13-10-2013 3 463 96 333 168 53 10 1 7 7 12 3 0 0 0 0 0 0 3 11 0 +8870 1984 Graduation Together 35196 1 0 13-11-2012 68 75 12 141 43 39 187 6 6 1 5 8 0 0 0 0 0 0 3 11 1 +966 1966 Graduation Married 44529 0 1 05-07-2013 98 538 13 91 17 6 26 6 6 2 11 5 0 1 0 0 0 0 3 11 0 +4767 1965 2n Cycle Married 70924 0 0 07-04-2014 41 635 114 254 132 152 76 1 6 6 7 3 0 0 1 0 0 0 3 11 0 +9725 1966 PhD Together 28764 1 1 05-06-2014 16 8 0 3 0 0 1 1 1 0 2 8 1 0 0 0 0 0 3 11 0 +4475 1949 PhD Married 69098 0 0 16-02-2013 82 1315 22 780 145 0 178 1 7 8 9 5 0 0 0 0 0 0 3 11 0 +5740 1970 2n Cycle Divorced 25959 1 1 14-02-2013 1 4 2 12 7 5 26 2 1 2 2 6 0 0 0 0 0 0 3 11 1 +5731 1983 Master Married 27100 1 0 05-04-2013 64 12 0 13 2 0 10 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +7290 1985 Graduation Single 70596 0 0 05-10-2012 68 347 44 534 17 0 26 1 3 5 12 2 0 0 0 0 0 0 3 11 0 +3846 1974 Graduation Married 42557 0 1 29-08-2012 98 192 5 53 0 5 15 4 6 1 4 8 0 0 0 0 0 0 3 11 0 +8104 1951 PhD Married 53312 0 0 09-08-2013 32 241 0 12 0 0 25 1 5 1 5 7 0 0 0 0 0 0 3 11 0 +4507 1952 Graduation Single 72228 0 0 27-11-2012 87 631 28 491 30 14 56 1 6 7 8 3 0 0 0 0 0 0 3 11 0 +11013 1987 Graduation Together 67605 0 0 31-03-2013 84 336 28 282 184 54 54 1 2 8 6 1 0 0 0 0 0 0 3 11 0 +4491 1949 Master Married 62845 1 1 01-10-2012 3 1099 0 45 0 0 34 11 3 4 10 8 0 1 0 0 0 0 3 11 0 +3759 1958 Graduation Together 65196 0 2 25-07-2013 34 743 19 181 12 0 200 2 7 6 11 5 1 0 0 0 0 0 3 11 0 +1162 1987 PhD Single 42000 0 0 10-01-2013 23 124 83 267 85 59 35 2 5 2 11 5 0 0 0 0 0 0 3 11 1 +2055 1973 PhD Divorced 35860 1 1 19-05-2014 37 15 0 8 4 2 20 2 1 1 2 5 1 0 0 0 0 0 3 11 0 +10766 1964 PhD Married 65526 0 1 11-04-2014 22 397 19 69 12 0 9 1 4 4 8 2 0 0 0 0 0 0 3 11 0 +4415 1961 Graduation Married 16860 1 1 12-09-2012 19 10 4 4 3 3 14 3 1 1 3 7 0 0 0 0 0 0 3 11 0 +3005 1992 Graduation Single 83528 0 0 01-05-2014 7 530 117 678 134 44 147 1 4 10 8 1 1 0 0 1 0 0 3 11 1 +2223 1965 2n Cycle Divorced 64176 0 1 03-08-2012 52 1215 33 249 64 116 149 8 8 9 8 6 0 0 0 0 0 0 3 11 0 +4817 1956 Graduation Divorced 22304 0 0 04-08-2012 91 3 2 7 0 4 2 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +2875 1978 Graduation Married 67023 0 0 04-03-2014 93 444 44 382 11 8 17 1 3 7 13 2 0 0 0 0 0 1 3 11 0 +10536 1971 PhD Together 32892 1 0 25-05-2014 78 26 0 15 2 1 2 2 3 0 3 8 0 0 0 0 0 0 3 11 0 +11112 1966 Graduation Together 70713 0 1 03-12-2012 23 736 114 279 82 76 190 6 5 6 8 3 0 0 0 0 0 0 3 11 0 +3807 1955 Graduation Together 59925 0 1 30-11-2012 83 473 21 176 19 21 56 3 9 2 9 6 0 0 0 0 0 0 3 11 0 +9197 1953 Graduation Married 39722 0 1 24-02-2014 92 32 0 5 2 0 8 2 2 0 3 5 0 0 0 0 0 0 3 11 0 +10832 1958 Graduation Together 46610 0 0 18-07-2013 4 288 10 30 4 10 125 1 6 1 6 6 0 0 0 0 0 0 3 11 0 +6421 1961 Graduation Together 88347 0 0 03-07-2013 32 1050 178 555 77 138 118 1 4 7 9 1 0 0 0 1 0 0 3 11 0 +4207 1981 PhD Married 87171 0 0 01-05-2013 27 1001 44 107 58 44 44 1 6 7 11 2 1 0 1 0 0 0 3 11 0 +577 1976 2n Cycle Together 26907 1 1 20-08-2013 10 9 1 7 0 3 2 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +10855 1968 Master Single 50014 1 0 22-01-2014 9 234 14 77 19 10 42 2 4 1 8 5 0 0 0 0 0 0 3 11 0 +3081 1978 PhD Married 41014 1 0 22-04-2013 65 7 2 6 2 0 3 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +3535 1965 Graduation Single 66294 0 0 17-03-2014 68 251 108 334 65 92 117 1 4 3 5 2 0 0 0 0 0 0 3 11 0 +247 1971 Graduation Married 36715 1 0 17-11-2012 16 172 10 125 21 13 16 6 7 2 4 9 0 0 0 0 0 0 3 11 1 +8707 1956 Graduation Married 79456 0 0 22-08-2012 12 565 42 548 64 83 99 1 5 6 4 3 0 0 0 0 0 0 3 11 1 +9523 1982 Graduation Together 40479 1 0 17-08-2013 95 5 0 8 2 0 0 1 0 0 3 4 0 0 0 0 0 0 3 11 0 +6072 1970 Master Single 75345 0 0 02-02-2013 16 918 57 842 99 38 133 1 5 8 6 3 0 0 0 1 0 0 3 11 1 +6295 1977 Graduation Married 54233 0 1 04-02-2013 46 652 8 158 21 0 142 4 11 6 5 8 0 0 0 0 0 0 3 11 0 +10914 1970 Graduation Single 24163 1 1 12-10-2013 3 4 1 7 2 1 2 2 1 0 3 4 0 0 0 0 0 0 3 11 0 +1509 1958 PhD Together 84460 0 0 04-01-2013 80 152 27 103 106 54 81 0 9 9 4 5 0 1 1 1 1 0 3 11 1 +5577 1983 Graduation Together 43776 1 0 03-05-2014 77 8 0 9 2 1 3 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +7348 1958 PhD Single 71691 0 0 17-03-2014 0 336 130 411 240 32 43 1 4 7 5 2 0 0 0 0 0 0 3 11 1 +1127 1973 PhD Married 85844 0 0 29-05-2014 62 938 19 843 25 95 38 1 6 6 7 2 0 0 1 0 0 0 3 11 0 +1833 1974 PhD Single 39190 1 0 26-04-2014 91 68 8 18 19 8 12 2 2 1 4 5 0 0 0 0 0 0 3 11 0 +4944 1959 Graduation Together 71367 0 0 23-08-2013 24 227 23 389 42 21 75 1 4 5 7 2 0 0 0 0 0 0 3 11 0 +9080 1972 PhD Single 38578 1 1 22-06-2013 2 38 4 22 3 3 3 3 3 0 3 8 0 0 0 0 0 0 3 11 0 +6466 1965 PhD Married 57236 1 1 12-03-2014 22 105 0 9 2 1 4 3 2 1 4 3 0 0 0 0 0 0 3 11 0 +9964 1979 Graduation Single 61825 0 1 07-08-2013 56 162 50 100 55 30 27 1 4 2 8 4 0 0 0 0 0 0 3 11 0 +4790 1958 Graduation Divorced 79803 0 1 02-06-2014 54 574 8 216 21 16 33 1 4 3 5 1 0 0 0 0 0 0 3 11 0 +10245 1986 2n Cycle Single 80910 0 0 31-10-2012 71 160 80 369 67 39 41 1 3 3 8 1 0 0 0 0 0 0 3 11 0 +1109 1982 Master Together 27590 1 0 23-04-2013 38 6 0 5 0 0 1 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +6001 1979 Graduation Married 56775 0 1 02-01-2013 62 614 35 160 58 35 35 2 5 8 10 5 0 0 0 0 0 0 3 11 0 +5538 1975 Graduation Divorced 83829 0 0 08-10-2013 78 897 161 430 186 161 27 0 4 7 6 1 1 0 1 1 0 0 3 11 1 +10552 1979 2n Cycle Married 54210 0 1 20-05-2013 18 70 54 109 80 9 45 2 4 1 7 5 0 0 0 0 0 0 3 11 0 +1545 1986 Graduation Married 38508 1 0 02-08-2013 95 120 19 206 25 19 54 6 7 2 5 8 0 0 0 0 0 0 3 11 0 +7409 1970 Graduation Together 53187 1 0 26-10-2013 66 211 2 30 7 7 10 2 4 1 6 5 0 0 0 0 0 0 3 11 0 +4444 1972 Graduation Married 30023 1 0 24-03-2014 28 11 0 16 7 6 21 1 2 0 3 8 0 0 0 0 0 0 3 11 0 +146 1960 PhD Single 76045 0 0 15-11-2013 78 760 53 400 17 93 0 1 4 5 11 2 0 0 0 1 0 0 3 11 0 +6271 1952 PhD Married 50870 0 1 19-06-2014 13 53 0 8 0 0 2 1 2 0 3 5 0 0 0 0 0 0 3 11 0 +10065 1970 2n Cycle Married 15315 0 0 03-08-2013 27 7 4 13 15 8 17 2 2 0 4 5 0 0 0 0 0 0 3 11 0 +4741 1974 2n Cycle Married 65463 1 0 30-01-2014 17 391 32 70 21 32 16 2 6 2 9 5 0 1 0 0 0 0 3 11 0 +246 1965 Graduation Married 66480 1 1 31-05-2014 71 199 9 57 20 21 6 7 4 1 7 4 0 0 0 0 0 0 3 11 0 +375 1954 Graduation Divorced 76773 0 0 25-02-2013 79 516 56 449 86 33 16 1 2 2 11 1 0 0 0 0 0 0 3 11 0 +1524 1983 2n Cycle Single 81698 0 0 01-03-2013 1 709 45 115 30 160 45 1 8 2 5 5 0 0 0 1 0 0 3 11 1 +10022 1973 PhD Single 54466 1 1 09-02-2014 78 12 0 4 0 0 0 1 1 0 2 5 0 0 0 0 0 0 3 11 0 +7451 1960 Master Single 98777 0 0 17-02-2014 23 1000 19 711 125 115 38 0 4 6 9 1 0 1 0 0 0 0 3 11 0 +11010 1984 PhD Single 16269 1 0 30-08-2013 75 19 3 18 3 1 0 3 3 0 3 8 0 0 0 0 0 0 3 11 0 +4356 1971 Graduation Together 71819 0 1 28-08-2013 70 1224 28 140 0 14 168 3 3 3 5 6 0 1 1 0 0 0 3 11 0 +3885 1983 PhD Married 33569 1 0 16-10-2013 10 16 2 18 3 0 24 1 1 1 2 8 1 0 0 0 0 0 3 11 1 +1175 1983 Master Married 36262 0 0 20-09-2013 24 88 39 54 64 28 153 1 3 5 3 6 1 0 0 0 0 0 3 11 1 +880 1966 Basic Together 22634 0 0 16-01-2013 47 2 23 11 8 6 46 1 2 1 2 8 0 0 0 0 0 0 3 11 0 +2320 1978 2n Cycle Married 47025 0 1 12-09-2013 98 508 11 59 23 5 29 5 11 1 6 9 0 0 0 0 0 0 3 11 0 +850 1968 Graduation Single 70566 0 1 06-10-2013 4 381 28 215 84 28 21 2 6 5 9 3 0 0 0 0 0 0 3 11 0 +4713 1979 PhD Married 31605 1 0 22-11-2012 15 74 0 42 2 1 6 2 2 1 4 7 0 0 0 0 0 0 3 11 0 +675 1973 Master Divorced 52034 1 1 17-05-2013 67 146 0 93 7 13 73 5 4 2 5 7 0 0 0 0 0 0 3 11 0 +5025 1979 Graduation Single 48526 1 0 24-12-2013 32 23 17 23 43 20 9 1 2 1 4 3 0 0 0 0 0 0 3 11 0 +2308 1954 Graduation Married 46734 0 1 18-11-2012 40 110 5 137 26 23 29 2 6 1 5 7 0 0 0 0 0 0 3 11 0 +5995 1962 Graduation Divorced 39552 1 1 18-12-2012 54 165 3 147 4 24 41 7 6 2 5 8 0 0 0 0 0 0 3 11 1 +6749 1966 Graduation Single 86358 1 1 08-08-2012 78 957 47 494 82 47 95 4 5 3 6 8 0 0 0 0 0 0 3 11 0 +1010 1977 Graduation Together 46931 2 1 24-04-2014 94 41 0 17 3 1 16 2 1 1 3 3 0 0 0 0 0 0 3 11 0 +8977 1985 Basic Single 16581 0 0 12-01-2013 51 1 3 4 2 3 11 1 0 0 3 4 0 0 0 0 0 0 3 11 0 +4756 1952 2n Cycle Divorced 63998 0 0 20-12-2013 42 176 29 818 0 33 112 1 7 6 11 4 0 0 0 0 0 0 3 11 1 +3412 1951 Master Married 67381 0 1 15-01-2013 67 815 8 53 11 0 70 4 2 2 9 7 0 1 0 0 0 0 3 11 0 +606 1967 Graduation Single 25930 1 1 10-10-2013 87 6 1 2 2 0 4 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +5961 1978 Graduation Married 42693 1 0 07-06-2014 29 8 4 20 6 3 16 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +2975 1976 Graduation Together 85606 0 1 12-11-2012 89 717 42 864 219 30 84 2 6 7 9 3 0 0 0 1 0 0 3 11 0 +2894 1985 Graduation Single 72903 0 0 29-10-2013 74 1067 138 750 0 19 39 1 7 5 8 4 0 1 1 1 0 0 3 11 1 +7613 1974 2n Cycle Together 49669 1 0 24-05-2014 97 166 5 107 11 8 29 2 5 1 6 6 0 0 0 0 0 0 3 11 0 +10542 1968 PhD Married 36778 1 1 05-08-2012 63 29 4 34 2 4 4 3 3 0 3 9 0 0 0 0 0 0 3 11 0 +8015 1962 PhD Divorced 85696 0 0 03-05-2013 88 714 76 395 116 0 12 1 4 6 9 1 0 0 0 0 0 0 3 11 1 +10617 1989 Master Divorced 10979 0 0 22-05-2014 34 8 4 10 2 2 4 2 3 0 3 5 0 0 0 0 0 0 3 11 0 +11166 1961 Graduation Married 49678 0 1 02-02-2013 81 229 5 56 3 2 20 2 6 2 4 7 0 0 0 0 0 0 3 11 0 +849 1953 Master Together 56129 0 1 20-06-2013 65 320 48 133 39 72 48 4 6 2 10 4 0 0 0 0 0 0 3 11 0 +523 1989 Graduation Married 37155 1 0 31-01-2013 51 23 0 26 7 15 3 1 2 0 4 5 0 0 0 0 0 0 3 11 0 +4066 1978 2n Cycle Divorced 21282 1 0 11-05-2014 76 1 5 8 4 8 20 2 2 1 2 6 0 0 0 0 0 0 3 11 0 +8414 1962 PhD Single 33419 0 1 17-08-2013 76 56 0 12 0 0 18 2 2 0 4 7 0 0 0 0 0 0 3 11 0 +819 1945 Graduation Widow 63285 0 0 05-11-2013 84 508 124 249 50 38 134 1 6 5 13 3 0 0 0 0 0 0 3 11 0 +4961 1974 Master Together 21255 1 0 21-01-2014 56 29 0 25 2 2 3 4 2 1 4 4 0 0 0 0 0 0 3 11 0 +749 1981 Graduation Together 42162 1 0 19-11-2013 31 46 7 59 2 4 27 2 3 1 3 6 1 0 0 0 0 0 3 11 1 +5430 1956 Graduation Together 54450 1 1 14-09-2012 0 454 0 171 8 19 32 12 9 2 8 8 0 0 0 0 0 0 3 11 0 +7755 1954 PhD Married 57744 0 1 12-11-2013 91 350 3 39 0 0 19 2 9 1 4 8 0 0 0 0 0 0 3 11 0 +10525 1986 Graduation Single 26576 1 0 13-10-2012 40 10 0 8 0 0 9 1 1 0 2 9 1 0 0 0 0 0 3 11 1 +1453 1943 PhD Widow 57513 0 0 06-07-2013 59 735 40 183 52 20 30 2 9 3 13 6 0 0 0 0 0 0 3 11 0 +8310 1964 Graduation Together 68142 0 1 29-08-2012 96 897 126 196 91 112 37 3 10 4 7 6 0 0 0 0 0 0 3 11 0 +10710 1979 Graduation Married 7500 0 1 29-08-2012 61 5 2 3 3 0 5 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +5031 1974 Graduation Together 83145 0 0 22-09-2012 14 777 35 731 39 137 114 1 5 9 11 2 0 0 1 0 0 0 3 11 1 +2613 1960 Master Married 54197 0 1 03-04-2014 16 162 6 37 6 13 13 2 1 3 6 1 0 0 0 0 0 0 3 11 0 +213 1963 PhD Single 23091 1 1 28-05-2014 98 35 0 11 0 0 2 4 2 1 3 7 0 0 0 0 0 0 3 11 0 +967 1976 Graduation Married 46049 1 1 21-07-2013 11 342 9 112 19 14 19 10 5 2 9 7 0 0 0 0 0 0 3 11 1 +1077 1974 Graduation Together 56715 0 0 05-12-2012 52 258 105 239 237 172 9 1 7 3 4 4 0 0 0 0 0 0 3 11 0 +7959 1961 Graduation Married 79410 0 0 29-05-2014 19 658 80 483 123 13 13 1 3 2 5 1 0 0 0 0 0 0 3 11 0 +640 1951 Graduation Married 57304 0 1 11-03-2013 61 356 80 329 138 17 106 2 7 6 10 5 0 0 0 0 0 0 3 11 0 +4252 1965 Graduation Married 44375 0 1 23-03-2014 73 213 5 28 7 7 41 1 4 1 6 5 0 0 0 0 0 0 3 11 0 +8432 1956 Graduation Together 54450 1 1 14-09-2012 0 454 0 171 8 19 32 12 9 2 8 8 0 0 0 0 0 0 3 11 0 +6218 1965 Graduation Married 59594 0 1 20-10-2012 74 457 4 29 0 0 9 1 8 1 7 7 0 1 0 0 0 0 3 11 0 +6905 1994 Graduation Together 80685 0 0 22-08-2012 55 241 45 604 34 26 54 1 6 4 10 2 0 0 0 0 0 0 3 11 0 +5922 1974 PhD Married 40344 0 1 13-10-2013 48 210 0 6 0 0 2 2 4 1 5 7 0 0 0 0 0 0 3 11 0 +3598 1972 Graduation Married 62710 0 1 23-05-2013 53 441 35 83 7 29 11 4 4 2 12 4 0 0 0 0 0 0 3 11 0 +6116 1968 2n Cycle Married 48985 0 1 05-07-2013 13 19 13 18 10 7 8 1 1 1 3 3 0 0 0 0 0 0 3 11 0 +6263 1968 Graduation Together 35322 1 2 22-08-2012 34 28 9 37 12 7 13 3 2 0 4 8 0 0 0 0 0 0 3 11 0 +10486 1948 Graduation Married 77142 0 0 29-05-2013 54 476 75 162 29 151 97 1 4 4 8 2 0 0 0 0 0 0 3 11 0 +2410 1969 Graduation Single 81657 0 0 22-01-2014 69 364 40 425 158 60 50 1 3 4 8 1 0 0 0 0 0 0 3 11 0 +193 1996 Basic Married 14421 0 0 17-02-2014 81 0 0 2 3 3 8 1 1 0 2 5 1 0 0 0 0 0 3 11 0 +3363 1974 2n Cycle Married 20130 0 0 17-03-2014 99 0 6 3 7 6 12 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +8278 1990 PhD Married 74214 0 0 26-08-2012 3 863 83 547 86 99 33 1 8 2 5 5 0 0 0 0 0 0 3 11 0 +10660 1957 Master Married 66726 1 1 12-01-2014 61 349 7 35 0 0 47 3 8 2 4 7 0 1 0 0 0 0 3 11 0 +8686 1979 Basic Together 23724 1 0 08-01-2013 65 5 23 15 0 18 14 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +1604 1960 Master Married 47353 0 1 13-11-2013 93 184 2 19 8 8 4 3 2 2 6 5 0 0 0 0 0 0 3 11 0 +5907 1952 Master Married 33444 1 1 03-11-2012 24 8 0 8 0 0 2 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +10669 1981 Graduation Married 54386 0 1 17-05-2013 8 277 21 64 62 21 25 2 3 2 10 3 0 0 0 0 0 0 3 11 0 +2918 1981 Graduation Divorced 28510 1 1 13-04-2013 72 44 5 19 0 4 19 3 2 0 4 5 0 0 0 0 0 0 3 11 0 +5735 1991 Master Single 90638 0 0 13-02-2014 29 1156 120 915 94 144 96 1 3 4 10 1 0 0 1 0 0 0 3 11 0 +359 1950 Graduation Together 48070 0 1 13-01-2013 33 373 14 83 6 9 19 3 8 2 6 7 0 0 0 0 0 1 3 11 0 +8387 1957 Graduation Married 43140 0 1 05-01-2013 68 134 8 76 6 0 11 1 4 1 5 6 0 0 0 0 0 0 3 11 0 +1829 1961 PhD Divorced 54959 0 1 19-01-2013 55 1148 0 60 0 0 24 3 9 5 4 7 0 1 0 0 0 0 3 11 1 +3839 1958 Basic Single 15056 1 1 03-05-2013 76 6 12 3 21 6 40 5 2 2 3 5 0 0 0 0 0 0 3 11 0 +9392 1971 Graduation Single 26954 1 0 08-05-2014 17 4 1 11 0 0 1 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +2292 1985 Graduation Single 22327 1 0 02-08-2013 94 5 4 8 2 0 5 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +10466 1965 Graduation Married 44393 1 1 22-08-2013 86 24 2 20 2 2 10 2 1 0 4 4 0 0 0 0 0 0 3 11 0 +9855 1952 PhD Single 62000 0 1 25-08-2013 25 899 0 101 0 0 20 1 6 6 13 4 0 0 0 1 0 0 3 11 0 +4088 1962 PhD Together 31497 0 1 06-12-2012 22 108 1 28 13 1 4 2 3 1 4 8 0 0 0 0 0 0 3 11 0 +5231 1974 2n Cycle Married 45894 0 2 27-02-2014 15 27 2 7 0 2 13 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +590 1970 Master Divorced 78579 0 0 22-12-2012 35 816 66 549 216 66 99 1 5 6 4 3 0 0 0 0 0 0 3 11 1 +8732 1969 Master Widow 67369 0 1 17-11-2012 81 1298 0 70 37 14 42 4 7 4 10 4 0 1 1 0 0 0 3 11 1 +2315 1960 Graduation Divorced 58401 0 1 20-04-2014 55 10 0 11 17 29 29 1 1 2 2 4 0 0 0 0 0 0 3 11 0 +3515 1952 Graduation Single 62307 0 1 17-02-2014 94 87 13 34 10 6 10 1 4 0 4 5 0 0 0 0 0 0 3 11 0 +2245 1969 Master Married 43641 1 1 22-04-2013 50 57 2 51 4 2 23 3 2 1 4 6 0 0 0 0 0 0 3 11 0 +6283 1968 Master Divorced 63841 0 1 21-04-2013 64 635 15 100 20 7 131 1 9 3 9 6 0 0 0 0 0 0 3 11 0 +2246 1965 2n Cycle Married 46891 0 1 01-09-2013 91 43 12 23 29 15 61 1 2 1 4 4 0 0 0 0 0 0 3 11 0 +6606 1969 Master Married 70091 1 0 31-03-2013 11 964 34 137 15 0 11 2 5 2 10 8 0 1 0 0 0 0 3 11 0 +5545 1972 PhD Married 78075 0 0 05-04-2014 72 572 8 259 34 35 80 1 3 5 5 1 0 0 0 0 0 0 3 11 0 +7342 1961 2n Cycle Widow 59184 0 1 09-09-2012 6 341 142 113 259 151 66 3 6 6 12 5 0 0 0 0 0 0 3 11 0 +837 1977 Graduation Married 54809 1 1 11-09-2013 0 63 6 57 13 13 22 4 2 1 5 4 0 0 0 0 0 0 3 11 0 +9500 1959 Graduation Married 58113 0 1 25-01-2013 66 221 104 169 102 78 84 3 9 2 8 7 0 0 0 0 0 1 3 11 0 +3602 1958 Master Married 51412 0 1 31-12-2013 42 140 3 29 4 5 14 2 3 2 4 4 0 0 0 0 0 0 3 11 0 +234 1979 Graduation Divorced 15287 1 0 10-10-2012 60 1 2 8 4 3 13 2 1 1 2 7 1 0 0 0 0 0 3 11 1 +2995 1957 Master Together 66636 0 0 17-08-2013 64 291 10 689 84 10 0 1 3 4 9 1 0 0 0 0 0 0 3 11 0 +1118 1956 Master Married 50965 0 1 20-02-2013 87 544 13 85 8 6 29 3 10 4 5 8 1 0 0 0 0 0 3 11 0 +7789 1965 PhD Married 84618 0 0 22-11-2013 96 684 100 801 21 66 0 1 6 9 10 2 0 0 1 0 0 0 3 11 0 +3068 1990 Graduation Married 18351 0 0 29-10-2013 1 1 12 9 0 14 7 1 2 0 3 7 0 0 0 0 0 0 3 11 0 +8955 1957 PhD Together 40451 0 2 16-02-2014 54 35 0 4 0 0 10 1 1 1 2 5 1 0 0 0 0 0 3 11 0 +945 1965 Graduation Together 36317 0 1 22-05-2013 53 87 3 25 3 2 13 2 3 0 4 7 0 0 0 0 0 0 3 11 0 +5644 1957 Graduation Together 42213 0 1 12-10-2013 96 309 3 24 4 3 20 2 5 1 7 7 0 1 0 0 0 0 3 11 0 +7192 1955 Graduation Together 65748 0 1 15-04-2013 58 172 73 93 95 78 34 2 2 4 10 1 0 0 0 0 0 1 3 11 0 +2324 1972 Graduation Together 77044 0 1 27-10-2013 12 625 38 242 50 34 76 2 7 11 11 4 1 0 0 0 0 0 3 11 0 +697 1969 Graduation Together 74918 0 0 12-03-2013 78 972 59 913 25 19 59 1 5 9 6 3 0 0 1 0 0 0 3 11 0 +3439 1972 Graduation Married 56721 1 1 31-10-2012 64 157 6 39 6 13 75 5 4 1 5 6 0 0 0 0 0 0 3 11 0 +1506 1975 Graduation Single 42160 1 1 28-06-2013 26 48 9 45 3 15 20 4 2 1 4 6 0 0 0 0 0 0 3 11 1 +232 1965 Graduation Single 61559 0 1 17-07-2013 8 279 83 88 32 14 34 1 4 2 10 3 0 0 0 0 0 0 3 11 0 +8876 1963 PhD Together 33629 1 1 08-08-2012 49 132 0 16 0 0 4 5 3 1 4 9 0 0 0 0 0 0 3 11 0 +4500 1991 PhD Together 68682 0 0 06-10-2013 56 919 0 505 99 30 45 1 4 9 10 2 0 0 0 0 0 0 3 11 0 +9739 1963 Graduation Single 34377 0 1 19-01-2013 55 62 0 22 3 1 26 2 2 2 2 7 0 0 0 0 0 0 3 11 0 +10395 1986 Basic Single 8940 1 0 22-08-2012 25 1 45 3 4 6 42 3 3 1 3 8 0 0 0 0 0 0 3 11 0 +1176 1973 Graduation Married 26228 1 0 22-09-2013 50 2 6 4 3 1 9 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +1627 1957 2n Cycle Divorced 77297 0 0 26-01-2013 84 408 61 109 48 122 41 1 5 7 9 4 0 0 0 1 0 0 3 11 0 +938 1981 Graduation Married 40211 1 1 30-07-2013 30 51 1 7 2 1 25 2 2 1 2 8 1 0 0 0 0 0 3 11 0 +2740 1958 PhD Widow 33438 1 1 22-09-2013 81 62 1 16 3 2 6 4 2 1 4 5 0 0 0 0 0 0 3 11 0 +257 1959 PhD Married 75032 0 1 28-04-2013 74 952 12 180 47 12 12 2 5 4 9 3 0 0 0 0 0 0 3 11 0 +4058 1955 PhD Single 61284 0 0 12-10-2013 76 618 15 106 20 7 45 1 11 2 8 6 0 1 0 0 0 0 3 11 0 +7736 1986 Graduation Married 22518 1 0 22-10-2012 36 11 7 12 2 2 27 2 2 1 2 5 1 0 0 0 0 0 3 11 1 +8210 1975 Master Married 54730 0 1 15-08-2013 64 318 3 17 4 7 56 5 4 1 8 4 0 0 0 0 0 0 3 11 0 +833 1955 Master Married 38452 1 1 30-03-2014 62 56 0 14 0 0 2 3 3 0 3 7 0 0 0 0 0 0 3 11 0 +6230 1971 Graduation Divorced 44421 1 1 15-02-2013 53 110 5 59 7 1 7 5 5 0 4 8 0 0 0 0 0 0 3 11 0 +7325 1986 PhD Together 38197 1 0 29-06-2013 86 23 0 11 2 1 3 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +1307 1978 Graduation Divorced 41986 0 1 09-02-2014 15 27 5 8 8 3 12 3 3 0 4 4 0 0 0 0 0 0 3 11 0 +1502 1983 Graduation Together 28427 1 0 21-03-2013 67 18 3 19 3 3 6 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +6211 1976 PhD Together 37395 1 0 02-05-2014 47 18 0 9 0 1 11 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +843 1971 Graduation Married 64722 1 0 26-05-2014 47 303 0 280 60 147 15 4 8 2 11 6 0 0 0 0 0 0 3 11 0 +4174 1956 Master Together 55249 0 1 17-04-2014 81 97 1 19 2 0 11 1 2 1 4 3 0 0 0 0 0 0 3 11 0 +9757 1972 Graduation Together 84906 0 0 04-10-2013 98 997 15 414 99 30 76 1 5 6 12 2 0 1 1 0 1 0 3 11 0 +6918 1989 Graduation Married 28691 1 0 04-07-2013 56 5 4 13 8 0 4 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +286 1952 Graduation Single 44213 1 1 29-11-2013 48 95 11 35 0 4 7 4 2 1 5 6 0 0 0 0 0 0 3 11 0 +11086 1984 Basic Single 25707 1 0 18-01-2014 18 1 6 2 3 6 3 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +1921 1967 PhD Married 59062 2 1 03-10-2013 74 46 1 12 3 0 9 2 2 0 3 4 0 0 0 0 0 0 3 11 0 +4138 1962 Graduation Single 76624 0 1 24-05-2014 68 411 106 147 54 115 66 1 5 10 7 1 1 0 0 0 0 0 3 11 0 +7718 1947 Master Together 66000 0 0 20-04-2014 36 244 51 270 101 0 45 1 1 3 5 1 0 0 0 0 0 0 3 11 0 +1291 1978 PhD Together 27683 1 0 04-08-2012 90 152 9 121 12 12 45 4 6 2 4 8 0 0 0 0 0 0 3 11 0 +6862 1971 Graduation Divorced 1730 0 0 18-05-2014 65 1 1 3 1 1 1 15 0 0 0 20 0 0 0 0 0 0 3 11 0 +4136 1992 Basic Single 7500 1 0 03-12-2012 63 10 17 18 8 26 40 4 3 2 2 9 0 0 0 0 0 0 3 11 0 +803 1968 Graduation Together 40521 1 1 05-04-2013 82 12 0 5 0 0 4 1 0 1 2 5 0 0 0 0 0 0 3 11 0 +4298 1973 PhD Together 20427 1 0 24-03-2014 63 5 0 4 0 0 1 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +10833 1975 Graduation Married 65106 0 1 24-05-2014 55 790 19 133 12 0 19 3 8 3 13 6 0 1 0 0 0 0 3 11 0 +9606 1965 PhD Married 69969 0 0 27-08-2013 64 882 29 514 38 29 44 1 4 2 6 3 0 0 1 1 0 0 3 11 1 +8534 1952 Graduation Married 67433 0 2 16-07-2013 51 615 28 259 12 48 30 4 6 5 13 4 0 1 0 0 0 0 3 11 0 +5153 1967 PhD Married 77766 0 1 22-02-2013 97 1004 59 265 115 59 27 2 11 10 11 6 1 0 0 0 0 0 3 11 1 +961 1972 Graduation Married 74716 0 1 12-09-2013 92 133 27 421 13 195 71 2 7 3 5 4 0 0 0 0 0 0 3 11 0 +5011 1963 Graduation Divorced 68118 0 1 18-10-2013 51 595 23 123 10 23 154 2 8 9 4 6 0 0 0 0 0 0 3 11 0 +6653 1970 PhD Married 55158 1 1 30-07-2012 72 293 0 87 4 11 23 4 7 2 5 7 0 0 0 0 0 0 3 11 1 +9094 1955 2n Cycle Married 62972 0 1 03-08-2012 39 313 15 47 20 0 192 2 7 4 3 6 0 0 0 0 0 0 3 11 1 +810 1975 Graduation Married 74190 0 1 12-05-2014 49 151 81 86 168 91 64 2 4 2 11 2 0 0 0 0 0 0 3 11 0 +5493 1976 Graduation Married 39356 1 1 19-03-2014 21 15 0 2 0 0 6 1 1 0 2 6 1 0 0 0 0 0 3 11 0 +2147 1969 Graduation Together 76653 0 0 16-08-2013 91 736 63 946 219 189 126 1 4 7 11 2 0 0 1 1 0 0 3 11 0 +5107 1973 PhD Divorced 35860 1 1 19-05-2014 37 15 0 8 4 2 20 2 1 1 2 5 1 0 0 0 0 0 3 11 0 +3979 1983 PhD Divorced 90687 0 0 22-05-2013 98 982 17 672 23 34 51 1 6 2 8 2 0 0 1 0 0 0 3 11 1 +6049 1982 Master Together 73450 0 0 05-12-2013 85 1142 51 415 90 69 37 1 7 8 11 3 1 0 0 1 0 0 3 11 0 +8147 1960 Graduation Married 31454 1 1 06-07-2013 40 28 0 11 0 0 9 3 2 0 3 8 0 0 0 0 0 0 3 11 0 +1857 1952 Graduation Single 47139 1 1 06-03-2014 2 46 0 12 0 2 23 2 2 1 2 7 0 0 0 0 0 0 3 11 1 +3910 1975 Graduation Divorced 83829 0 0 08-10-2013 78 897 161 430 186 161 27 0 4 7 6 1 1 0 1 1 0 0 3 11 1 +5207 1963 PhD Married 53378 1 1 24-09-2012 41 489 6 152 8 6 132 10 9 4 6 8 0 0 0 0 0 0 3 11 1 +11114 1970 Graduation Together 19656 1 0 08-02-2013 94 25 4 9 6 8 32 3 2 1 3 7 0 0 0 0 0 0 3 11 0 +5429 1948 PhD Married 45579 0 1 20-08-2013 10 145 1 33 2 1 1 1 4 1 4 6 0 0 0 0 0 0 3 11 0 +9400 1958 2n Cycle Single 85485 0 0 21-06-2014 73 630 26 611 44 18 54 1 6 6 6 2 0 0 0 0 0 0 3 11 0 +1740 1944 Graduation Married 55956 0 0 07-04-2014 22 760 38 104 50 9 38 2 7 3 4 4 0 1 0 0 0 0 3 11 0 +7488 1963 Master Single 64191 0 1 22-01-2013 30 420 15 186 151 38 15 3 5 3 13 3 0 0 0 0 0 0 3 11 0 +195 1972 Graduation Single 38808 1 0 26-08-2012 21 125 17 52 3 19 30 4 5 1 4 8 1 0 0 0 0 0 3 11 1 +635 1966 Master Married 57183 1 1 19-03-2013 51 464 5 64 7 0 70 8 9 1 7 8 0 0 0 0 0 0 3 11 0 +7527 1968 Master Divorced 23748 1 0 21-11-2012 97 6 6 29 12 15 8 3 2 1 3 8 0 0 0 0 0 0 3 11 0 +10319 1971 Graduation Married 66303 0 1 26-02-2013 56 1090 12 96 16 12 60 4 3 4 11 8 0 1 0 0 0 0 3 11 0 +2296 1975 Master Married 37368 1 0 16-12-2013 4 3 2 11 2 2 10 1 1 0 2 6 1 0 0 0 0 0 3 11 0 +10637 1964 Graduation Married 40800 1 2 01-01-2013 77 24 0 27 8 30 10 2 3 0 3 7 0 0 0 0 0 1 3 11 0 +2931 1978 Graduation Divorced 71847 0 0 21-09-2012 95 737 21 106 55 63 210 0 6 7 9 3 0 0 0 1 0 0 3 11 0 +907 1975 Graduation Married 46149 0 1 29-11-2013 36 254 6 71 4 0 27 5 5 1 7 5 0 0 0 0 0 0 3 11 0 +3698 1983 Graduation Together 78687 0 0 09-08-2012 13 817 185 687 145 55 241 1 4 6 8 2 0 0 1 0 0 0 3 11 1 +9516 1971 2n Cycle Divorced 49118 0 0 18-08-2012 90 620 54 239 99 98 119 2 9 7 10 7 0 1 0 0 1 0 3 11 1 +679 1957 PhD Married 37633 1 1 20-09-2012 49 13 4 20 0 0 1 2 1 0 3 9 0 0 0 0 0 0 3 11 0 +7384 1951 Master Together 39767 0 0 21-07-2013 18 113 61 204 34 26 47 2 7 1 7 8 0 0 0 0 0 0 3 11 0 +5043 1951 Basic Married 26997 0 0 05-11-2012 89 7 23 78 133 49 144 2 4 2 5 7 0 0 0 0 0 0 3 11 0 +5267 1970 Graduation Divorced 33986 1 0 14-03-2013 43 16 2 18 2 1 5 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +339 1972 PhD Married 57091 0 1 23-11-2012 82 462 0 24 6 0 4 2 9 2 5 7 0 1 0 0 0 0 3 11 1 +2516 1969 2n Cycle Married 46831 1 1 08-06-2013 84 22 2 10 6 4 34 2 1 2 2 4 0 0 0 0 0 0 3 11 0 +9010 1972 Master Married 83151 0 0 10-02-2013 80 968 147 842 137 42 210 1 5 7 10 2 1 0 1 1 0 0 3 11 1 +378 1971 Graduation Married 52531 0 0 30-12-2012 68 283 112 151 51 72 125 2 7 2 10 6 0 0 0 0 0 0 3 11 0 +4808 1956 Graduation Married 15759 0 0 05-09-2013 12 1 2 5 6 0 3 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +5068 1971 Graduation Single 22804 1 0 31-07-2013 75 14 1 7 2 1 1 1 2 0 2 9 0 0 0 0 0 0 3 11 0 +7628 1973 2n Cycle Married 43050 1 0 18-03-2014 10 30 5 24 6 3 8 2 2 0 4 5 0 0 0 0 0 0 3 11 0 +7128 1977 PhD Single 42997 1 1 07-12-2013 91 4 0 5 0 1 5 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +2811 1963 PhD Single 48918 1 1 12-04-2014 21 52 0 9 0 0 1 2 1 0 4 4 0 0 0 0 0 0 3 11 0 +3551 1954 Master Together 60033 0 1 29-03-2014 28 62 1 57 19 11 48 2 2 1 5 2 0 0 0 0 0 0 3 11 0 +1663 1978 PhD Together 34043 1 0 25-10-2013 97 20 2 14 3 0 10 1 2 0 2 9 0 0 0 0 0 0 3 11 0 +5543 1966 Graduation Together 57811 0 1 24-06-2013 49 545 7 114 37 21 78 5 7 2 11 5 0 1 0 0 0 0 3 11 0 +1577 1946 Graduation Married 78569 0 0 19-02-2014 14 558 79 622 207 175 95 1 4 6 4 1 0 0 1 0 0 0 3 11 1 +10641 1978 Graduation Single 7500 1 1 27-12-2012 5 6 5 4 13 4 25 4 2 1 3 6 0 0 0 0 0 0 3 11 0 +5336 1971 Master Together 157733 1 0 04-06-2013 37 39 1 9 2 0 8 0 1 0 1 1 0 0 0 0 0 0 3 11 0 +6024 1953 Graduation Together 94384 0 0 04-03-2013 62 1111 24 790 160 45 172 0 5 8 5 2 0 1 1 1 0 0 3 11 1 +1878 1985 2n Cycle Married 23148 0 0 18-02-2014 83 4 6 8 6 3 10 1 2 0 3 7 0 0 0 0 0 0 3 11 0 +3099 1970 Graduation Divorced 44267 1 1 25-02-2013 48 183 5 65 3 5 49 5 5 2 4 9 0 0 0 0 0 0 3 11 0 +6055 1979 Graduation Married 71626 0 0 01-11-2012 94 546 72 376 94 145 72 1 5 5 8 3 0 1 0 0 0 0 3 11 0 +5841 1966 Graduation Together 60894 0 1 28-06-2013 61 606 7 155 10 0 54 5 10 3 8 7 0 0 0 0 0 0 3 11 0 +3972 1976 Graduation Together 50200 1 1 03-04-2013 70 266 6 51 8 6 64 6 7 1 5 8 0 0 0 0 0 0 3 11 0 +4394 1965 PhD Married 81051 0 0 23-05-2014 43 1142 29 249 38 29 14 1 5 5 12 2 0 1 1 0 0 0 3 11 0 +5758 1982 Graduation Married 65169 0 0 14-01-2014 23 1074 0 69 0 0 46 1 10 4 13 6 1 0 1 1 1 0 3 11 1 +6658 1972 Graduation Together 59868 0 1 22-07-2013 37 771 51 154 54 10 154 7 11 2 12 6 0 0 0 0 0 0 3 11 0 +4603 1960 PhD Married 65695 0 1 31-01-2014 50 371 32 189 0 58 6 2 5 4 10 4 0 0 0 0 0 0 3 11 0 +8427 1956 Master Single 64857 0 0 23-11-2012 78 556 14 717 210 0 43 1 7 5 10 4 0 0 0 0 0 0 3 11 0 +10260 1965 Master Together 45143 0 1 26-08-2013 74 202 5 74 11 5 14 3 6 1 5 7 0 0 0 0 0 0 3 11 0 +7143 1955 2n Cycle Together 74805 0 1 06-11-2013 14 209 162 209 41 162 37 5 4 7 10 2 0 0 0 0 0 0 3 11 0 +8789 1989 2n Cycle Married 59060 1 0 11-01-2014 77 35 40 111 36 40 12 3 3 1 7 4 0 0 0 0 0 0 3 11 0 +6197 1962 PhD Single 27238 1 1 20-04-2013 39 37 0 17 0 0 3 3 3 0 3 9 0 0 0 0 0 0 3 11 0 +4554 1965 Graduation Together 47009 0 1 01-10-2013 89 171 45 73 59 10 90 4 3 2 8 4 0 0 0 0 0 0 3 11 0 +4937 1973 2n Cycle Married 46094 1 1 10-06-2014 62 12 2 20 3 2 5 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +1920 1972 Graduation Married 40321 1 1 29-07-2013 59 44 4 21 6 0 27 2 3 0 3 7 0 0 0 0 0 0 3 11 0 +8749 1984 Graduation Together 37235 1 0 01-02-2014 68 20 2 9 4 6 20 1 1 1 2 4 0 0 0 0 0 0 3 11 0 +1650 1960 Master Married 81843 0 0 22-04-2013 13 779 86 537 34 69 138 1 5 9 12 3 0 0 0 0 0 0 3 11 0 +10377 1958 Master Together 46692 0 1 06-06-2013 37 170 6 97 24 12 88 3 6 1 5 6 0 0 0 0 0 0 3 11 0 +9206 1968 Graduation Together 77382 0 1 07-01-2014 36 491 48 231 112 105 134 2 5 7 12 1 0 0 1 0 0 0 3 11 0 +10971 1977 Graduation Single 37774 2 0 03-09-2012 28 173 8 107 7 2 176 4 7 2 3 9 1 0 0 0 0 1 3 11 1 +6398 1974 Basic Married 18393 1 0 29-03-2014 2 7 10 13 16 0 4 2 3 0 3 8 0 0 0 0 0 0 3 11 0 +9212 1962 Master Married 72828 0 1 14-02-2013 17 1205 0 235 19 14 205 6 6 3 13 7 0 0 0 0 0 0 3 11 0 +7937 1982 Graduation Married 24711 0 0 18-04-2014 86 10 7 25 6 3 7 1 3 0 3 7 0 0 0 0 0 0 3 11 0 +839 1975 PhD Married 45503 1 0 25-09-2013 54 97 4 44 6 1 18 1 3 1 4 5 0 0 0 0 0 0 3 11 0 +4246 1982 Master Single 6560 0 0 12-12-2013 2 67 11 26 4 3 262 0 1 0 1 17 0 0 0 0 0 0 3 11 0 +158 1945 PhD Together 71604 0 0 17-11-2013 3 345 53 528 98 75 97 1 8 3 5 4 1 0 0 0 0 0 3 11 1 +4832 1979 Graduation Married 27244 1 0 07-03-2014 84 6 5 17 3 24 46 2 2 2 2 7 0 0 0 0 0 0 3 11 0 +5621 1969 Graduation Married 48752 1 1 12-12-2012 8 73 57 100 71 15 0 5 6 1 5 9 0 0 0 0 0 0 3 11 1 +1945 1962 Graduation Married 71434 0 1 18-09-2013 4 711 36 217 172 96 168 3 7 4 7 4 0 1 0 1 0 0 3 11 0 +5147 1948 Graduation Single 90842 0 0 29-07-2013 57 774 70 118 182 187 93 1 4 9 13 1 0 0 0 0 0 0 3 11 0 +2535 1978 Master Married 88097 1 0 18-08-2012 24 163 0 480 0 126 75 1 6 5 8 9 0 1 1 1 0 0 3 11 1 +11039 1975 Graduation Married 51948 0 1 17-09-2013 51 82 33 54 71 30 41 2 5 2 4 5 0 0 0 0 0 0 3 11 0 +9495 1982 Graduation Together 71853 0 0 08-05-2013 29 358 108 413 141 97 32 1 2 8 6 1 0 0 0 0 0 0 3 11 0 +9635 1983 Master Married 35876 0 0 20-04-2014 13 66 2 40 4 3 14 1 3 1 3 6 0 0 0 0 0 0 3 11 0 +2173 1952 Graduation Widow 40049 0 1 16-10-2013 23 13 6 7 0 3 3 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +942 1982 Graduation Single 39660 1 0 08-08-2012 36 139 13 78 20 13 36 3 7 1 3 9 0 0 0 0 0 0 3 11 1 +9386 1962 Graduation Together 50127 0 1 29-05-2014 88 274 0 21 4 6 15 1 5 1 6 6 0 1 0 0 0 0 3 11 0 +5510 1977 Master Married 43263 0 1 21-11-2012 2 262 6 61 0 10 102 3 5 2 6 5 0 0 0 0 0 0 3 11 0 +873 1949 Master Married 62845 1 1 01-10-2012 3 1099 0 45 0 0 34 11 3 4 10 8 0 1 0 0 0 0 3 11 1 +2253 1990 Graduation Married 18929 0 0 16-02-2013 15 32 0 8 23 4 18 1 1 0 4 6 0 0 0 0 0 0 3 11 0 +5181 1982 Basic Single 24367 1 0 20-03-2013 58 2 4 2 0 11 5 1 1 0 2 9 0 0 0 0 0 0 3 11 0 +979 1975 Graduation Single 33249 1 0 20-02-2013 11 6 10 21 19 14 42 2 2 1 3 6 0 0 0 0 0 0 3 11 0 +10390 1959 2n Cycle Married 26887 0 1 10-02-2013 27 6 7 4 3 4 6 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +4698 1983 PhD Married 50150 0 0 20-06-2013 32 135 46 92 65 61 11 2 5 2 7 5 0 0 0 0 0 0 3 11 0 +7793 1976 Graduation Together 62061 0 1 31-08-2013 12 641 7 84 0 30 38 3 10 4 7 6 0 1 0 0 0 0 3 11 0 +1745 1962 PhD Divorced 85696 0 0 03-05-2013 88 714 76 395 116 0 12 1 4 6 9 1 0 0 0 0 0 0 3 11 1 +10590 1956 PhD Together 76542 0 0 30-03-2013 91 794 73 573 0 29 14 1 4 8 10 2 0 0 0 0 0 0 3 11 0 +5080 1993 Graduation Single 70515 0 0 21-10-2013 12 420 0 452 182 64 140 1 6 6 4 2 0 0 0 0 0 0 3 11 1 +8369 1987 Graduation Together 18227 1 0 08-11-2012 21 1 2 7 4 3 11 1 0 1 2 8 0 0 0 0 0 0 3 11 0 +5232 1965 Graduation Married 69139 0 1 27-01-2014 23 86 12 75 33 15 6 1 4 1 5 4 0 0 0 0 0 0 3 11 0 +2407 1982 Graduation Married 69109 0 0 09-11-2012 10 823 25 459 124 29 95 1 6 6 7 4 0 0 1 0 0 0 3 11 1 +3834 1962 Graduation Single 69627 0 1 17-03-2013 35 231 161 215 171 30 53 2 8 2 11 5 0 0 0 0 0 0 3 11 0 +7912 1978 Graduation Married 38136 1 0 22-04-2013 69 8 15 27 0 20 33 2 3 1 2 8 1 0 0 0 0 0 3 11 0 +7712 1946 PhD Single 62159 0 0 28-04-2014 68 182 17 259 77 70 29 1 6 2 10 4 0 0 0 0 0 0 3 11 0 +1065 1963 Graduation Single 80695 0 0 29-12-2013 85 557 129 984 193 37 18 1 5 8 5 2 0 0 0 0 0 0 3 11 0 +7275 1971 Master Single 33316 1 1 04-10-2013 34 79 1 31 4 4 12 3 2 1 4 6 0 0 0 0 0 0 3 11 0 +1343 1968 Graduation Together 58554 1 1 26-09-2012 55 368 24 68 38 0 88 6 8 2 6 7 0 0 0 0 0 0 3 11 0 +1384 1992 Basic Married 17256 1 0 23-11-2013 10 6 4 14 8 8 22 2 2 1 2 8 1 0 0 0 0 0 3 11 0 +9967 1974 Graduation Divorced 53034 1 1 30-05-2013 30 160 15 196 15 11 50 8 6 1 7 8 0 0 0 0 0 0 3 11 0 +6181 1950 2n Cycle Together 52203 0 0 31-07-2012 36 488 21 238 56 108 28 1 8 7 11 6 0 0 0 0 0 0 3 11 0 +10507 1977 2n Cycle Divorced 59601 0 1 25-07-2013 14 691 7 69 0 7 23 4 2 2 7 8 0 1 0 0 0 0 3 11 0 +2674 1958 Master Single 75154 0 1 04-09-2012 79 543 10 205 160 143 82 1 6 3 6 3 0 0 0 0 0 0 3 11 1 +2698 1976 Graduation Single 47025 0 1 07-11-2013 52 254 7 108 20 0 26 3 6 3 5 6 0 0 0 0 0 0 3 11 0 +3231 1973 Graduation Married 37971 1 0 25-11-2013 97 5 4 10 2 2 7 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +4096 1968 Master Divorced 41335 1 0 26-12-2013 24 112 19 21 16 14 5 3 4 1 4 7 0 0 0 0 0 0 3 11 0 +10476 1958 Graduation Married 67267 0 1 13-05-2014 0 134 11 59 15 2 30 1 3 2 5 2 0 0 0 0 0 0 3 11 0 +5948 1975 Graduation Single 57338 0 1 29-04-2014 96 143 6 52 11 8 17 2 4 1 5 5 0 0 0 0 0 0 3 11 0 +9140 1960 2n Cycle Together 50523 1 1 25-12-2013 89 51 4 24 4 7 1 2 2 0 4 6 0 0 0 0 0 0 3 11 0 +10258 1965 Master Single 35791 2 1 06-05-2013 94 27 0 5 0 0 3 2 1 0 3 8 0 0 0 0 0 0 3 11 0 +5675 1960 PhD Divorced 50611 0 1 04-10-2012 98 459 0 24 6 0 4 6 4 5 7 6 0 1 0 0 0 0 3 11 0 +4743 1969 PhD Married 56242 0 1 03-03-2013 72 689 8 167 11 8 88 5 8 4 11 6 0 0 0 0 0 0 3 11 0 +8805 1960 Graduation Single 48904 0 1 02-12-2012 1 283 10 38 0 13 27 4 7 2 4 8 0 0 0 0 0 0 3 11 0 +1542 1975 Graduation Single 56243 1 2 30-12-2013 26 347 0 35 4 3 7 6 4 2 8 5 0 0 0 0 0 0 3 11 0 +6770 1985 Graduation Married 21355 1 0 20-08-2013 5 5 13 14 0 5 31 2 2 1 2 6 1 0 0 0 0 0 3 11 1 +8773 1971 Master Together 57420 0 1 25-06-2013 22 280 0 18 0 0 24 3 5 1 6 7 0 1 0 0 0 0 3 11 0 +10475 1970 Master Together 0 1 01-04-2013 39 187 5 65 26 20 14 2 4 2 6 5 0 0 0 0 0 0 3 11 0 +10420 1955 Master Divorced 46390 0 1 05-05-2014 56 95 14 64 2 9 38 1 4 2 3 7 0 0 0 0 0 0 3 11 0 +7514 1956 2n Cycle Together 54342 1 1 03-07-2013 74 84 10 34 11 10 28 4 3 1 4 6 0 0 0 0 0 0 3 11 0 +2902 1958 Graduation Together 1 1 03-09-2012 87 19 4 12 2 2 6 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +4345 1964 2n Cycle Single 1 1 12-01-2014 49 5 1 9 2 0 4 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +793 1973 Graduation Married 20895 1 0 06-10-2012 24 18 3 17 3 0 4 1 2 0 3 9 0 0 0 0 0 0 3 11 0 +10909 1948 Graduation Married 92344 0 0 15-01-2014 9 992 24 694 51 19 119 0 5 10 5 1 1 0 1 0 0 0 3 11 0 +3769 1972 PhD Together 1 0 02-03-2014 17 25 1 13 0 0 3 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +8702 1976 2n Cycle Together 26907 1 1 20-08-2013 10 9 1 7 0 3 2 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +4791 1980 Graduation Together 44964 1 1 16-12-2012 35 19 1 17 2 0 2 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +2963 1979 Graduation Together 75507 0 0 02-05-2014 56 709 93 374 104 80 80 1 8 6 6 3 0 0 0 0 0 0 3 11 0 +8216 1972 Master Married 53761 1 1 11-10-2013 7 158 0 76 13 7 71 6 4 4 3 5 0 0 0 0 0 0 3 11 0 +8140 1973 Graduation Together 22682 1 0 03-10-2013 51 10 14 29 4 2 36 3 2 1 4 4 0 0 0 0 0 0 3 11 0 +10146 1972 PhD Together 38887 1 0 02-03-2014 17 25 1 13 0 0 3 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +5289 1975 2n Cycle Single 41658 1 1 09-11-2012 30 8 4 12 15 4 29 2 1 1 2 4 0 0 0 0 0 0 3 11 0 +2587 1972 PhD Married 29791 1 0 15-05-2014 21 14 0 6 0 0 0 2 2 0 3 5 0 0 0 0 0 0 3 11 0 +4405 1956 Master Married 63915 0 2 30-07-2013 2 622 7 115 30 0 15 2 6 3 12 5 0 0 0 0 0 0 3 11 0 +8663 1974 Graduation Divorced 39996 1 1 22-05-2014 85 11 0 3 0 0 1 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +2589 1972 Graduation Divorced 26759 1 0 07-02-2014 65 25 3 16 8 5 2 2 2 1 3 6 0 0 0 0 0 0 3 11 0 +3421 1968 Master Divorced 63841 0 1 21-04-2013 64 635 15 100 20 7 131 1 9 3 9 6 0 0 0 0 0 0 3 11 0 +10490 1969 PhD Married 51039 1 1 10-12-2012 11 100 64 79 65 0 109 2 6 2 4 7 0 0 0 0 0 0 3 11 0 +4094 1961 Graduation Married 60544 1 1 25-08-2012 92 201 2 43 3 5 35 4 5 1 5 6 0 0 0 0 0 0 3 11 0 +9958 1972 Graduation Married 65685 0 1 29-03-2014 54 642 14 49 0 7 57 1 9 2 9 5 0 0 0 0 0 0 3 11 0 +2534 1953 Graduation Married 37716 0 1 21-04-2014 4 97 1 41 6 2 41 2 4 1 3 7 0 0 0 0 0 0 3 11 0 +4188 1957 Graduation Single 36864 0 1 13-08-2012 53 204 5 39 17 0 89 3 5 2 4 8 0 0 0 0 0 0 3 11 1 +6613 1970 Master Married 44511 1 0 12-10-2012 39 513 7 133 46 14 14 6 8 4 8 8 0 0 0 0 0 0 3 11 0 +10827 1967 PhD Married 36947 1 1 07-08-2012 49 88 3 21 4 1 29 4 3 0 4 9 0 0 0 0 0 0 3 11 0 +5491 1951 Master Together 47352 0 1 11-04-2013 70 172 12 112 8 0 15 4 6 1 5 7 0 0 0 0 0 0 3 11 0 +8402 1953 Master Married 67087 0 1 17-12-2013 40 329 35 222 130 35 43 2 7 5 8 4 0 0 0 0 0 0 3 11 0 +8783 1950 Graduation Married 57045 0 1 08-09-2012 40 296 13 104 11 13 17 3 4 2 9 3 0 0 0 0 0 0 3 11 0 +10010 1953 PhD Divorced 36957 1 1 06-09-2012 43 100 2 16 2 1 31 4 3 2 2 9 0 0 0 0 0 0 3 11 1 +618 1977 PhD Married 69389 0 1 28-09-2012 17 422 7 238 69 46 15 1 7 2 12 4 0 0 0 0 0 0 3 11 0 +9121 1972 Graduation Married 80134 1 0 20-05-2013 40 1218 16 272 104 0 80 2 5 3 6 6 0 1 1 1 0 0 3 11 1 +361 1969 Master Married 43142 1 1 18-02-2014 84 5 1 7 2 1 4 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +4310 1944 Graduation Married 80589 0 0 22-01-2014 25 507 93 520 242 40 26 1 5 10 5 1 0 0 0 1 0 0 3 11 1 +2678 1990 Graduation Single 34412 1 0 13-02-2013 62 52 12 50 4 36 55 3 5 0 3 9 0 0 0 0 0 0 3 11 0 +6376 1979 Graduation Single 57537 1 0 10-06-2013 83 191 56 139 51 8 100 4 4 3 8 4 0 0 0 0 0 0 3 11 0 +524 1966 Basic Together 22634 0 0 16-01-2013 47 2 23 11 8 6 46 1 2 1 2 8 0 0 0 0 0 0 3 11 0 +10341 1948 Graduation Together 51315 0 0 23-02-2014 45 68 28 39 16 30 41 1 2 2 5 2 0 0 0 0 0 0 3 11 0 +5654 1972 Graduation Married 36026 2 1 16-03-2014 34 20 4 10 6 4 17 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +4098 1973 Graduation Married 24639 1 1 28-01-2014 3 20 3 16 0 4 1 3 2 0 4 6 0 0 0 0 0 0 3 11 0 +5824 1972 PhD Together 34578 2 1 11-04-2014 1 7 0 1 0 0 0 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +7000 1972 2n Cycle Single 65704 0 0 13-10-2013 18 279 172 74 38 8 246 1 2 10 10 1 0 0 0 0 0 0 3 11 0 +2561 1966 Graduation Single 63810 0 1 11-11-2012 45 977 12 253 16 12 101 4 4 3 12 8 0 1 0 0 0 0 3 11 0 +5229 1969 PhD Together 54132 0 1 16-02-2014 81 30 1 8 0 0 3 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +4086 1959 Graduation Married 18690 0 0 28-12-2012 77 6 1 7 23 4 19 1 1 1 2 8 0 0 0 0 0 0 3 11 0 +2428 1970 Graduation Married 28164 1 0 04-05-2013 23 3 18 26 11 8 12 3 2 0 4 7 0 0 0 0 0 0 3 11 0 +8254 1974 PhD Married 34596 1 0 13-04-2013 48 14 0 2 0 0 7 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +2836 1972 PhD Married 43269 1 0 16-09-2013 61 10 1 7 0 0 1 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +8418 1958 2n Cycle Single 38741 1 1 30-03-2014 60 7 10 17 8 6 13 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +1362 1972 Graduation Single 31907 0 0 04-03-2013 75 33 87 64 175 16 74 1 6 1 6 7 0 0 0 0 0 0 3 11 0 +7152 1983 Master Married 27100 1 0 05-04-2013 64 12 0 13 2 0 10 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +10033 1973 2n Cycle Divorced 31163 1 0 13-02-2014 54 2 3 10 11 2 10 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +9349 1985 Graduation Married 92533 0 0 19-12-2013 84 693 21 118 110 147 42 1 6 5 11 2 0 0 1 1 0 0 3 11 0 +274 1973 Graduation Single 34853 1 1 23-12-2013 75 9 3 15 2 3 2 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +3388 1967 Graduation Divorced 70844 1 1 30-10-2013 16 129 26 67 3 67 2 5 6 1 5 7 0 0 0 0 0 0 3 11 0 +922 1979 2n Cycle Married 31086 1 1 04-05-2013 79 16 2 11 3 0 16 2 1 1 2 8 1 0 0 0 0 0 3 11 0 +8588 1961 Graduation Married 60544 1 1 25-08-2012 92 201 2 43 3 5 35 4 5 1 5 6 0 0 0 0 0 0 3 11 0 +2518 1986 2n Cycle Together 20491 0 0 25-01-2013 16 5 4 5 4 2 10 1 0 1 2 7 0 0 0 0 0 0 3 11 0 +574 1964 Graduation Married 42523 0 0 23-04-2014 96 14 36 11 3 26 35 1 1 1 4 2 0 0 0 0 0 0 3 11 0 +3220 1983 Graduation Married 39922 1 0 14-02-2013 30 29 12 59 19 1 36 2 3 0 4 8 0 0 0 0 0 0 3 11 0 +5967 1952 Graduation Together 33402 1 1 18-07-2013 60 26 2 19 10 5 8 3 2 1 3 8 0 0 0 0 0 0 3 11 0 +1183 1949 Master Married 36408 1 1 21-09-2013 11 9 1 4 3 2 3 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +6856 1979 Graduation Together 21645 1 0 03-09-2012 75 14 0 23 4 5 19 3 3 0 3 9 0 0 0 0 0 0 3 11 1 +4530 1948 Master Widow 78427 0 0 24-10-2012 36 972 19 595 180 26 138 3 3 7 10 3 0 0 0 1 0 0 3 11 1 +1553 1946 Graduation Together 82657 0 0 27-09-2013 71 966 168 672 246 105 126 1 7 5 10 4 0 1 0 1 0 0 3 11 0 +4682 1958 Graduation Married 51876 0 0 15-10-2013 88 99 27 102 28 48 6 1 2 2 8 1 0 0 0 0 0 0 3 11 0 +8204 1971 2n Cycle Married 78041 0 0 16-12-2012 93 482 35 553 72 160 17 1 4 4 9 2 0 0 0 0 0 0 3 11 0 +5221 1957 Graduation Married 52852 0 1 01-12-2012 93 714 8 99 11 0 47 4 10 7 5 8 1 0 0 0 0 0 3 11 0 +1232 1982 PhD Together 70038 0 0 25-10-2013 54 587 54 348 71 54 130 1 4 4 8 2 0 0 0 0 0 0 3 11 0 +1927 1973 2n Cycle Together 69401 0 1 23-03-2014 41 399 27 159 58 8 39 4 4 4 5 2 0 0 0 0 0 0 3 11 0 +5788 1972 Graduation Together 46053 1 0 17-02-2013 46 56 10 92 19 7 25 3 3 2 4 5 0 0 0 0 0 0 3 11 0 +6652 1965 Graduation Married 77343 0 0 09-06-2014 28 227 151 573 98 54 31 1 3 4 9 1 0 0 0 0 0 0 3 11 0 +6246 1953 Graduation Single 73892 0 0 13-11-2013 40 703 102 601 0 58 43 1 3 11 8 1 0 0 0 0 0 0 3 11 1 +5975 1967 PhD Single 40304 1 0 30-09-2013 82 37 0 17 0 0 3 1 2 0 3 7 0 0 0 0 0 0 3 11 0 +6875 1965 PhD Together 32727 0 0 28-08-2012 38 167 13 180 86 13 70 2 7 3 5 8 0 0 0 0 0 0 3 11 0 +4399 1969 Graduation Together 68695 0 0 25-06-2014 3 458 81 356 106 50 40 1 4 4 7 2 0 0 0 0 0 0 3 11 0 +4042 1971 Graduation Divorced 43300 0 1 13-10-2012 87 91 3 52 2 1 31 3 4 0 4 8 0 0 0 0 0 0 3 11 1 +2157 1972 Graduation Together 26290 1 1 12-01-2013 49 15 8 16 11 5 22 4 2 0 4 6 0 0 0 0 0 0 3 11 0 +10133 1970 Graduation Single 93790 0 0 12-02-2014 16 1302 68 731 89 114 45 0 6 7 12 2 0 1 1 1 0 0 3 11 1 +2525 1974 PhD Married 38410 0 0 14-09-2012 65 153 64 123 116 64 14 2 5 2 9 6 0 0 0 0 0 0 3 11 1 +8233 1950 Master Widow 64866 0 1 26-01-2014 9 508 5 21 7 5 10 4 7 3 7 5 0 1 0 0 0 0 3 11 0 +9483 1959 Graduation Together 57957 0 1 19-08-2013 24 290 59 177 77 5 29 7 4 6 8 3 0 0 0 0 0 1 3 11 0 +2945 1955 PhD Together 46015 1 1 13-04-2014 25 38 0 2 0 0 6 1 1 0 3 7 1 0 0 0 1 0 3 11 0 +10403 1978 Graduation Together 16531 1 0 18-06-2014 43 2 13 6 7 5 11 3 3 0 3 7 0 0 0 0 0 0 3 11 0 +5074 1986 Master Married 28072 1 0 08-07-2013 10 30 0 10 2 0 5 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +10524 1963 Master Divorced 49476 0 1 20-06-2013 29 386 23 95 54 41 196 4 2 11 5 2 0 0 0 0 0 0 3 11 0 +4690 1953 Graduation Married 50725 0 1 13-02-2013 45 443 10 75 0 10 48 4 8 1 8 8 0 0 0 0 0 0 3 11 0 +7521 1952 Graduation Together 83844 0 0 12-05-2013 57 901 31 345 75 31 191 1 4 4 11 1 0 0 1 0 0 0 3 11 0 +7196 1950 PhD Married 41145 1 1 08-02-2014 20 9 0 3 0 0 1 1 0 0 3 3 0 0 0 0 0 0 3 11 0 +4406 1970 Graduation Together 67419 0 1 16-01-2013 29 846 84 352 91 56 42 4 9 4 8 5 0 0 0 0 0 0 3 11 0 +9672 1970 2n Cycle Married 23162 1 1 21-12-2013 82 8 3 9 19 4 22 3 1 1 3 6 0 0 0 0 0 0 3 11 0 +4864 1977 Graduation Married 34380 1 0 02-05-2013 68 72 7 58 13 1 24 4 4 1 3 8 0 0 0 0 0 0 3 11 0 +4706 1966 Graduation Single 34704 0 1 27-04-2013 65 29 0 5 0 1 5 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +4070 1969 PhD Married 94871 0 2 01-09-2012 99 169 24 553 188 0 144 1 8 5 4 7 0 1 1 0 0 0 3 11 1 +25 1958 Graduation Married 65148 0 1 16-11-2012 9 460 35 422 33 12 153 2 6 6 7 4 0 0 0 0 0 0 3 11 0 +3697 1954 Graduation Together 39898 0 1 12-02-2013 20 69 8 26 12 7 12 2 3 0 4 7 0 0 0 0 0 0 3 11 0 +217 1956 Master Single 64857 0 0 23-11-2012 78 556 14 717 210 0 43 1 7 5 10 4 0 0 0 0 0 0 3 11 0 +4220 1970 PhD Married 59892 0 1 02-11-2013 26 73 0 13 0 1 0 1 2 1 3 3 0 0 0 0 0 0 3 11 0 +5286 1987 Master Single 41020 0 0 28-10-2013 68 112 1 54 7 7 36 1 3 2 4 3 0 0 0 0 0 0 3 11 0 +9559 1961 PhD Married 57072 0 1 24-01-2014 79 944 0 60 0 0 30 2 7 5 13 5 1 0 0 0 0 0 3 11 0 +2849 1979 Graduation Single 60474 0 1 01-04-2013 25 265 199 303 234 9 170 7 10 2 12 7 0 0 0 0 0 0 3 11 0 +7787 1960 Graduation Together 62807 0 1 31-08-2012 83 526 28 135 10 21 99 3 5 3 12 5 0 0 0 0 0 0 3 11 0 +3102 1981 2n Cycle Together 19414 1 0 16-10-2013 32 2 3 12 3 5 7 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +5868 1980 Graduation Married 19107 1 0 22-08-2013 49 2 4 9 10 5 16 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +8370 1976 2n Cycle Together 75484 0 1 02-08-2012 50 378 97 259 197 194 34 2 7 3 6 4 0 0 0 0 0 0 3 11 0 +9988 1976 Master Single 70379 0 1 03-03-2013 84 553 25 142 65 67 8 3 6 3 13 4 0 0 0 0 0 0 3 11 0 +2939 1970 Master Together 79419 0 0 22-06-2014 96 751 127 687 20 15 31 1 4 6 4 2 0 0 0 0 0 0 3 11 0 +5529 1946 PhD Together 64014 2 1 10-06-2014 56 406 0 30 0 0 8 7 8 2 5 7 0 0 0 1 0 0 3 11 0 +9743 1955 Graduation Married 76998 0 1 11-01-2013 85 1449 89 161 69 35 107 2 11 8 8 6 0 0 1 0 0 0 3 11 0 +5763 1972 Master Together 49854 1 0 10-11-2013 63 123 17 171 39 0 30 5 6 2 5 6 0 0 0 0 0 0 3 11 0 +3478 1971 PhD Married 60585 1 1 24-06-2013 17 267 42 309 55 42 21 10 7 4 9 5 0 0 0 0 0 0 3 11 1 +7494 1950 PhD Divorced 42873 1 1 21-01-2013 11 209 0 40 3 2 15 4 6 1 4 8 0 0 0 0 0 0 3 11 0 +1763 1988 Graduation Together 87679 0 0 27-07-2013 62 1259 172 815 97 148 33 1 7 11 10 4 1 0 1 1 0 0 3 11 1 +7250 1978 Graduation Together 57867 1 0 01-10-2013 48 344 35 178 15 23 17 7 7 2 9 6 0 0 0 0 0 0 3 11 0 +2005 1990 Graduation Married 35765 1 0 11-12-2013 86 22 3 30 0 5 15 2 2 0 4 6 0 0 0 0 0 0 3 11 0 +10770 1959 Graduation Married 65492 0 0 26-01-2014 73 247 161 295 210 85 47 2 4 7 13 2 0 0 0 0 0 0 3 11 0 +6885 1977 Graduation Divorced 32952 1 0 01-12-2013 36 38 0 12 3 1 1 1 2 0 3 7 0 0 0 0 0 0 3 11 0 +2072 1969 PhD Together 53374 0 1 16-08-2012 34 896 10 101 13 10 34 6 4 2 9 9 1 0 0 0 0 0 3 11 1 +9463 1959 Graduation Together 71706 0 1 13-11-2012 16 931 56 253 91 98 14 4 9 5 7 5 0 0 0 0 0 0 3 11 0 +6318 1988 Graduation Married 68487 0 0 13-01-2013 48 758 12 385 33 89 89 1 9 7 13 4 0 0 0 0 0 0 3 11 0 +4093 1975 Master Together 53253 1 1 11-02-2013 61 216 9 57 20 9 125 7 4 3 5 5 0 0 0 0 0 0 3 11 0 +5751 1973 2n Cycle Divorced 31163 1 0 13-02-2014 54 2 3 10 11 2 10 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +3340 1977 Graduation Married 42014 1 0 17-08-2012 56 244 15 108 4 15 50 6 7 1 6 8 0 0 0 0 0 0 3 11 1 +3594 1973 Master Married 54108 1 1 05-11-2012 74 539 6 91 8 6 97 13 8 2 9 8 0 0 0 0 0 0 3 11 0 +3584 1955 PhD Single 49667 0 0 20-08-2012 35 1181 26 120 17 13 39 2 5 10 5 8 1 0 0 0 0 0 3 11 1 +3643 1974 Master Married 63206 0 0 20-03-2014 65 750 8 125 11 8 26 1 4 3 6 2 0 0 1 0 0 0 3 11 0 +851 1972 Master Married 57136 1 1 09-07-2013 48 306 5 109 21 109 92 9 5 2 10 6 0 0 0 0 0 0 3 11 0 +7706 1975 2n Cycle Together 46772 0 1 07-11-2012 88 350 104 189 197 151 57 6 11 8 5 8 1 0 0 0 0 0 3 11 0 +3967 1971 PhD Married 78931 0 0 25-10-2013 19 331 197 170 58 152 35 1 2 8 13 1 0 0 0 0 0 0 3 11 0 +10128 1958 Graduation Together 53977 0 1 08-06-2013 21 620 16 165 0 24 82 5 5 5 12 5 0 0 0 0 0 0 3 11 0 +486 1988 Graduation Married 84219 0 0 02-02-2014 27 434 137 400 45 137 45 1 3 4 10 1 0 0 0 0 0 0 3 11 0 +9 1975 Master Single 46098 1 1 18-08-2012 86 57 0 27 0 0 36 4 3 2 2 8 0 0 0 0 0 0 3 11 0 +9451 1965 Graduation Married 73538 0 1 25-11-2012 92 811 76 428 99 137 107 3 10 4 9 7 0 0 0 0 0 0 3 11 0 +9264 1986 Graduation Married 79529 0 0 27-04-2014 1 423 42 706 73 197 197 1 4 8 9 2 0 0 0 0 0 0 3 11 0 +3865 1977 2n Cycle Together 20981 0 0 30-04-2013 14 2 12 10 6 13 30 1 3 1 2 8 0 0 0 0 0 0 3 11 1 +2853 1980 Graduation Single 51766 1 0 11-03-2014 74 60 51 87 6 20 51 2 4 2 4 5 0 0 0 0 0 0 3 11 0 +1490 1962 Graduation Married 55759 0 1 28-11-2012 84 675 0 85 10 7 77 5 10 3 8 8 0 0 0 0 0 0 3 11 0 +6310 1978 Graduation Married 33039 1 0 09-09-2013 4 30 8 12 8 8 12 1 2 0 4 5 0 0 0 0 0 0 3 11 0 +10380 1972 Master Married 37787 1 0 20-09-2013 50 40 1 40 4 3 18 1 3 0 3 8 0 0 0 0 0 0 3 11 0 +3887 1970 Graduation Single 27242 1 0 11-11-2012 2 3 17 26 20 1 39 2 2 0 3 9 0 0 0 0 0 0 3 11 1 +4278 1983 PhD Single 87188 0 0 03-06-2013 73 910 111 724 49 74 55 1 10 2 6 3 0 0 0 0 0 0 3 11 1 +8643 1971 Graduation Together 69930 0 0 26-05-2013 21 252 98 827 219 70 196 1 4 5 12 3 0 0 0 0 0 0 3 11 0 +1998 1976 Graduation Single 37697 1 0 07-02-2014 82 34 6 21 11 4 8 1 2 1 3 6 0 0 0 0 0 0 3 11 0 +10795 1973 PhD Married 37401 1 0 06-05-2014 14 19 3 19 3 1 3 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +11110 1973 Graduation Single 3502 1 0 13-04-2013 56 2 1 1 0 0 1 0 0 0 0 14 0 0 0 0 0 0 3 11 0 +2408 1976 Graduation Married 58597 1 1 20-11-2012 20 490 0 184 10 28 21 12 7 4 9 7 0 0 0 0 0 0 3 11 0 +202 1948 PhD Widow 82032 0 0 05-04-2014 54 332 194 377 149 125 57 0 4 6 7 1 0 0 0 0 0 0 3 11 0 +7998 1958 Graduation Together 28087 1 1 11-12-2012 77 53 8 17 13 0 21 3 2 2 2 7 0 0 0 0 0 0 3 11 0 +830 1987 PhD Single 74004 0 0 24-02-2014 5 784 48 560 42 176 48 1 4 6 4 3 0 0 1 1 0 0 3 11 1 +3536 1960 Graduation Together 19740 0 1 24-03-2013 65 7 11 3 10 4 20 2 1 1 3 5 0 0 0 0 0 0 3 11 0 +6050 1975 2n Cycle Married 57036 0 1 11-12-2012 33 1171 43 219 19 14 47 4 6 3 13 9 1 0 0 0 0 0 3 11 0 +125 1958 2n Cycle Together 53083 1 1 15-05-2013 65 215 7 33 3 0 13 6 5 1 5 7 0 1 0 0 0 0 3 11 0 +3463 1975 PhD Married 69283 0 1 14-06-2014 41 674 62 134 0 26 8 4 7 3 13 5 0 0 0 0 0 0 3 11 0 +2804 1975 Master Single 46098 1 1 18-08-2012 86 57 0 27 0 0 36 4 3 2 2 8 0 0 0 0 0 0 3 11 1 +3745 1988 2n Cycle Married 23331 1 0 04-09-2012 92 5 36 7 0 10 45 2 3 0 3 8 0 0 0 0 0 0 3 11 0 +9771 1988 2n Cycle Single 23331 1 0 05-10-2012 97 104 20 101 24 15 5 6 5 1 5 9 0 0 0 0 0 0 3 11 0 +451 1989 Graduation Single 9255 1 0 20-12-2013 91 9 0 7 2 0 4 1 1 1 2 8 0 0 0 0 0 0 3 11 0 +10530 1959 PhD Widow 67786 0 0 07-12-2013 0 431 82 441 80 20 102 1 3 6 6 1 0 0 0 0 0 0 3 11 1 +1079 1971 PhD Married 71969 0 1 16-10-2012 59 1000 0 76 0 0 10 3 3 4 9 8 0 1 0 0 0 0 3 11 0 +8920 1967 Master Single 59235 1 0 12-01-2013 4 448 40 469 80 0 91 3 11 2 12 7 0 0 0 0 0 0 3 11 0 +6678 1989 Graduation Together 31928 1 0 28-03-2014 5 33 4 24 4 2 5 2 3 0 4 7 0 0 0 0 0 0 3 11 0 +3852 1961 Master Together 74881 1 1 08-03-2013 48 505 72 270 36 27 54 4 9 2 12 5 0 0 0 0 0 0 3 11 0 +528 1978 Graduation Married 65819 0 0 29-11-2012 99 267 38 701 149 165 63 1 5 4 10 3 0 0 0 0 0 0 3 11 0 +73 1953 PhD Single 51411 1 2 26-05-2013 81 14 0 3 0 0 1 1 0 0 3 5 0 0 0 0 0 0 3 11 0 +5589 1964 Graduation Divorced 51983 0 1 31-08-2012 95 631 0 115 10 7 30 3 9 2 10 7 0 0 0 0 0 0 3 11 0 +10212 1986 Master Together 42386 1 0 13-01-2013 43 65 4 16 0 4 11 1 3 0 3 8 0 0 0 0 0 0 3 11 0 +6365 1987 2n Cycle Married 30390 0 0 02-09-2013 5 10 12 12 25 1 20 1 2 0 3 6 0 0 0 0 0 0 3 11 0 +5636 1963 Graduation Single 30983 0 0 09-11-2012 50 51 4 50 12 1 49 1 4 0 3 8 0 0 0 0 0 0 3 11 1 +591 1957 Graduation Widow 66033 0 1 20-01-2013 76 293 35 179 46 59 65 2 8 3 7 7 0 0 0 0 0 0 3 11 0 +2217 1975 2n Cycle Married 37284 1 1 29-03-2013 46 11 1 2 2 1 6 1 0 0 3 6 0 0 0 0 0 0 3 11 0 +2544 1951 Master Divorced 57530 0 1 12-10-2013 68 50 1 27 6 7 1 1 1 1 4 1 0 0 0 0 0 0 3 11 0 +7725 1965 2n Cycle Married 76800 0 0 08-03-2014 33 173 26 255 35 71 81 1 4 4 7 1 0 0 0 0 0 0 3 11 0 +8091 1956 Graduation Married 63943 0 1 02-09-2012 50 423 184 368 13 97 21 1 6 4 6 5 0 0 0 0 0 0 3 11 0 +7321 1962 Graduation Together 76081 0 0 23-05-2014 85 292 30 415 63 33 200 1 4 5 4 2 0 0 0 1 0 0 3 11 0 +5462 1974 Graduation Married 67445 0 1 12-08-2012 63 757 80 217 29 80 11 5 9 6 12 6 0 0 0 0 0 0 3 11 0 +7791 1967 Master Married 37054 1 1 15-09-2013 89 12 1 6 0 1 5 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +955 1962 Master Together 47175 1 1 28-10-2012 81 167 2 44 6 2 19 7 4 2 4 8 1 0 0 0 0 0 3 11 1 +4037 1976 Graduation Divorced 31859 1 0 14-06-2013 77 3 1 3 8 0 5 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +6642 1961 Graduation Divorced 27215 2 1 23-01-2013 50 30 5 22 8 9 28 4 2 1 4 6 0 0 0 0 0 0 3 11 0 +2793 1976 PhD Divorced 70179 0 1 21-07-2013 10 532 88 168 69 44 133 3 7 3 13 5 0 0 0 0 0 0 3 11 0 +5424 1983 Graduation Married 39922 1 0 14-02-2013 30 29 12 59 19 1 36 2 3 0 4 8 0 0 0 0 0 0 3 11 0 +879 1976 Master Married 49681 0 2 04-11-2013 66 411 0 26 0 0 21 6 7 1 7 7 0 0 0 0 0 0 3 11 0 +9530 1988 Graduation Married 24645 1 0 01-11-2012 16 5 3 4 4 1 0 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +4828 1954 Graduation Divorced 79865 0 1 18-06-2014 12 71 99 278 185 121 38 1 5 10 5 1 0 0 0 0 0 0 3 11 0 +10699 1985 Graduation Married 44322 1 0 16-06-2014 30 46 0 40 3 0 3 2 3 0 3 8 0 0 0 0 0 0 3 11 0 +1497 1952 Graduation Single 47958 0 1 19-01-2013 8 268 11 88 15 3 22 2 6 3 5 5 0 0 0 0 0 0 3 11 0 +7476 1964 Master Single 63972 0 1 02-12-2012 93 928 63 254 0 12 12 4 5 4 10 4 0 1 0 0 0 0 3 11 0 +4390 1954 Graduation Together 75315 0 1 15-04-2014 14 459 15 171 142 23 31 2 5 4 12 2 0 0 0 0 0 0 3 11 0 +10478 1950 PhD Married 55517 1 1 27-09-2012 53 483 0 108 0 6 36 5 11 1 6 9 0 0 0 0 0 0 3 11 1 +1081 1957 PhD Married 75283 1 2 27-03-2013 26 733 9 180 12 19 66 11 6 3 5 4 0 0 0 0 0 0 3 11 0 +4261 1946 PhD Single 82800 0 0 24-11-2012 23 1006 22 115 59 68 45 1 7 6 12 3 0 0 1 1 0 0 3 11 1 +9916 1954 Graduation Married 38998 1 1 03-11-2012 92 34 1 14 0 0 5 3 2 0 3 8 0 0 0 0 0 1 3 11 0 +5350 1991 Master Single 90638 0 0 13-02-2014 29 1156 120 915 94 144 96 1 3 4 10 1 0 0 1 0 0 0 3 11 1 +8135 1986 Master Married 27161 1 0 28-10-2013 41 7 4 23 7 0 11 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +8685 1977 Graduation Married 42014 1 0 17-08-2012 56 244 15 108 4 15 50 6 7 1 6 8 0 0 0 0 0 0 3 11 1 +4967 1960 PhD Together 38201 0 1 29-03-2013 19 233 0 23 0 0 12 4 5 1 5 8 0 0 0 0 0 0 3 11 0 +2130 1982 Graduation Together 45203 2 0 23-03-2014 4 35 3 67 10 8 24 1 3 1 3 6 0 0 0 0 0 0 3 11 1 +9298 1947 PhD Together 81574 0 0 28-04-2014 89 1252 0 465 46 35 0 1 4 5 8 1 0 1 1 0 0 0 3 11 0 +8175 1992 Graduation Married 34935 0 0 21-06-2013 71 34 4 66 3 10 20 1 2 1 4 7 0 0 0 0 0 0 3 11 0 +6257 1976 Master Single 60482 0 1 23-01-2013 81 255 43 134 37 14 24 1 7 2 7 7 0 0 0 0 0 0 3 11 0 +3790 1956 Graduation Together 34633 2 1 23-01-2014 31 8 1 5 0 0 1 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +9952 1947 Master Together 78093 0 0 11-12-2013 53 368 32 639 13 43 10 1 4 7 5 1 0 0 0 0 0 0 3 11 0 +3503 1950 Graduation Divorced 82460 0 0 02-12-2013 78 255 47 573 52 32 15 1 5 3 6 1 0 0 0 0 0 0 3 11 0 +5223 1966 Master Together 45903 0 1 23-04-2014 80 33 8 10 2 10 3 2 2 1 3 4 0 0 0 0 0 0 3 11 0 +4608 1987 Graduation Divorced 81361 0 0 25-02-2014 18 163 23 424 27 65 76 1 3 10 13 1 0 0 0 0 0 0 3 11 1 +1626 1973 PhD Divorced 35860 1 1 19-05-2014 37 15 0 8 4 2 20 2 1 1 2 5 1 0 0 0 0 0 3 11 1 +4764 1952 Master Together 40442 1 1 19-08-2012 52 45 12 52 25 22 13 4 3 1 4 7 0 0 0 0 0 0 3 11 1 +2471 1965 Graduation Married 61482 0 0 27-06-2014 39 48 58 68 16 66 43 1 3 2 6 2 0 0 0 0 0 0 3 11 0 +5892 1980 Graduation Married 34968 1 0 10-04-2013 11 158 6 45 8 2 2 7 3 2 5 7 0 0 0 0 0 0 3 11 0 +2612 1987 Graduation Married 75794 0 0 24-12-2013 33 754 160 625 63 32 48 1 7 5 12 3 0 0 0 1 0 0 3 11 0 +4971 1962 PhD Together 31497 0 1 06-12-2012 22 108 1 28 13 1 4 2 3 1 4 8 0 0 0 0 0 0 3 11 0 +5185 1955 Graduation Married 74268 0 0 14-02-2013 83 199 66 315 97 174 41 1 4 3 5 2 0 0 0 0 0 0 3 11 0 +10069 1988 Basic Together 13724 1 0 31-08-2012 43 2 7 5 2 15 27 1 2 0 2 9 1 0 0 0 0 0 3 11 0 +2262 1965 Master Together 45143 0 1 26-08-2013 74 202 5 74 11 5 14 3 6 1 5 7 0 0 0 0 0 0 3 11 0 +1131 1967 PhD Single 52569 0 1 05-04-2014 54 85 0 3 0 0 7 1 2 0 4 3 0 0 0 0 0 0 3 11 0 +1041 1973 PhD Single 48432 0 1 18-10-2012 3 322 3 50 4 3 42 5 7 1 6 8 0 0 0 0 0 0 3 11 1 +24 1960 Master Together 17144 1 1 15-02-2014 96 18 2 19 0 2 6 5 3 0 4 7 0 0 0 0 0 0 3 11 0 +3409 1984 Graduation Single 36108 1 0 15-10-2013 68 141 8 129 3 11 47 3 7 1 4 9 1 0 0 0 0 0 3 11 0 +7022 1971 Graduation Married 76445 1 0 28-09-2012 2 739 107 309 140 80 35 1 2 5 13 6 0 0 0 0 0 0 3 11 0 +7943 1975 PhD Married 36663 1 0 25-04-2014 40 18 0 6 3 3 5 1 1 1 3 2 0 0 0 0 0 0 3 11 0 +5272 1965 Master Married 53843 0 1 27-06-2013 64 378 0 88 19 4 73 4 8 5 3 7 0 0 0 0 0 0 3 11 0 +5453 1956 Master Married 90226 0 0 26-09-2012 26 1083 108 649 253 151 108 1 4 7 12 2 0 0 0 1 0 0 3 11 0 +2565 1955 Master Divorced 70638 0 0 01-06-2013 69 1016 12 215 16 12 63 1 4 5 10 3 0 1 0 0 0 0 3 11 0 +800 1960 Graduation Together 44512 1 1 30-08-2013 57 23 1 6 0 0 2 2 1 0 3 4 0 0 0 0 0 0 3 11 0 +11092 1961 Graduation Married 27116 1 1 02-03-2014 78 12 1 21 2 2 3 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +5062 1963 PhD Married 54072 1 1 27-07-2013 71 35 0 4 0 0 0 1 2 0 2 8 0 0 0 0 0 0 3 11 0 +8969 1977 Graduation Married 71855 0 1 16-01-2013 59 548 31 422 0 112 28 4 5 5 11 3 0 0 0 0 0 0 3 11 0 +4656 1990 2n Cycle Single 51250 1 0 30-03-2013 28 342 32 230 34 32 40 5 10 5 4 9 1 0 0 0 0 0 3 11 0 +4480 1973 Master Married 60432 0 1 09-03-2014 61 365 3 15 4 3 11 5 7 2 5 6 0 0 0 0 0 0 3 11 0 +9971 1964 PhD Married 65526 0 1 11-04-2014 22 397 19 69 12 0 9 1 4 4 8 2 0 0 0 0 0 0 3 11 0 +6729 1988 Graduation Single 68655 0 0 10-08-2012 95 456 19 832 75 118 38 1 4 5 11 3 0 0 0 0 0 0 3 11 0 +1773 1978 2n Cycle Married 12393 0 0 04-12-2012 38 5 6 15 11 7 13 1 2 0 3 9 0 0 0 0 0 0 3 11 0 +9242 1990 Graduation Single 64509 0 0 17-08-2013 19 836 185 575 24 25 77 1 6 3 9 4 1 0 0 0 0 0 3 11 1 +1764 1975 Graduation Single 33955 1 0 09-08-2013 92 100 2 128 23 7 10 4 5 1 5 8 0 0 0 0 0 0 3 11 0 +6215 1977 Graduation Married 31353 1 1 29-12-2013 24 10 0 10 3 1 7 2 1 1 2 8 0 0 0 0 0 0 3 11 1 +10099 1984 Graduation Married 55434 1 0 05-10-2013 21 238 115 215 169 69 76 3 5 3 13 4 0 0 0 0 0 0 3 11 0 +5423 1983 Graduation Together 28359 1 0 27-10-2013 35 6 0 5 2 1 2 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +940 1987 Graduation Single 57100 1 0 18-05-2014 9 158 11 99 15 11 17 2 3 2 7 3 0 0 0 0 0 0 3 11 0 +3011 1965 Graduation Married 69139 0 1 27-01-2014 23 86 12 75 33 15 6 1 4 1 5 4 0 0 0 0 0 0 3 11 0 +3298 1956 Master Married 52973 0 1 08-11-2012 92 856 0 76 12 9 199 7 9 6 9 8 0 0 0 0 0 0 3 11 0 +8286 1965 PhD Together 51717 0 1 20-08-2013 55 98 1 17 0 1 5 1 3 0 4 7 0 1 0 0 0 0 3 11 0 +9668 1971 Graduation Married 18793 1 0 12-01-2013 14 4 16 20 0 17 20 3 2 0 4 8 0 0 0 0 0 0 3 11 0 +5120 1982 2n Cycle Together 66664 0 0 25-09-2012 78 398 96 447 220 96 32 1 5 7 6 3 0 0 0 0 0 0 3 11 0 +6097 1959 Graduation Single 50664 1 1 16-01-2013 64 313 8 104 6 4 126 9 8 1 6 9 0 0 0 0 0 0 3 11 0 +7019 1963 Graduation Together 54414 1 1 23-01-2013 49 109 18 16 24 26 18 4 3 1 5 4 0 0 0 0 0 0 3 11 0 +7408 1952 PhD Married 54549 0 1 03-03-2014 8 216 2 6 0 0 9 2 5 1 4 7 0 0 0 0 0 0 3 11 0 +8041 1971 PhD Widow 47111 0 1 08-09-2012 35 595 71 153 120 112 41 6 3 2 10 9 0 0 0 0 0 0 3 11 0 +252 1963 PhD Divorced 41003 0 0 17-03-2013 11 123 133 142 71 44 88 1 6 2 8 6 0 0 0 0 0 0 3 11 0 +9986 1982 Graduation Together 19444 1 0 22-02-2014 8 16 0 23 3 2 10 3 4 1 2 7 0 0 0 0 0 0 3 11 1 +3276 1976 2n Cycle Together 36301 1 0 25-10-2013 53 11 12 35 3 5 12 1 3 0 3 7 0 0 0 0 0 0 3 11 0 +3859 1947 PhD Together 73059 0 1 31-08-2013 36 410 112 420 0 82 71 1 9 3 13 4 0 0 0 0 0 0 3 11 0 +3570 1969 PhD Together 42731 1 0 21-10-2013 64 159 2 51 6 2 24 3 4 1 5 5 0 0 0 0 0 0 3 11 0 +3783 1959 PhD Married 52854 1 1 24-03-2014 43 105 0 10 0 1 0 2 2 1 4 5 0 0 0 0 0 0 3 11 0 +10207 1978 Graduation Together 22775 1 0 19-06-2013 40 5 1 8 0 0 1 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +10906 1948 PhD Together 46681 0 2 08-10-2013 52 269 15 69 15 19 38 2 4 6 4 5 0 0 0 0 0 0 3 11 0 +3427 1955 PhD Married 59821 0 1 12-04-2013 11 629 0 70 0 0 35 6 11 2 7 8 0 0 0 0 0 0 3 11 0 +5209 1954 Graduation Divorced 50002 0 1 17-06-2013 21 443 5 71 21 16 82 2 8 2 7 7 0 0 0 0 0 0 3 11 0 +10711 1945 Graduation Married 69755 0 0 02-10-2013 23 217 77 373 111 23 93 1 3 6 12 1 0 0 0 0 0 0 3 11 0 +10785 1969 Graduation Married 44078 1 1 19-06-2014 17 24 1 10 2 0 4 2 2 0 3 5 0 0 0 0 0 0 3 11 0 +2814 1976 Master Together 30560 1 0 27-06-2013 6 9 1 5 4 5 7 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +6866 1969 Master Together 35924 1 1 23-03-2014 56 8 0 14 2 3 7 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +1665 1964 PhD Divorced 64140 0 2 23-09-2013 71 1459 0 61 0 15 215 5 2 5 6 5 1 0 1 0 1 0 3 11 1 +6575 1981 Graduation Together 56386 1 1 27-10-2012 51 230 48 214 13 32 75 8 9 1 7 9 0 0 0 0 0 0 3 11 0 +3829 1979 Basic Together 24594 1 0 10-12-2013 94 1 3 6 10 0 9 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +3091 1981 2n Cycle Together 75774 1 0 02-05-2014 27 340 21 134 258 14 56 1 7 5 8 4 0 0 0 0 0 0 3 11 0 +10141 1960 Master Divorced 39228 0 0 10-05-2013 1 7 1 6 0 3 3 1 0 0 3 4 0 0 0 0 0 0 3 11 0 +5177 1974 Master Married 58494 0 1 12-12-2013 56 298 7 68 4 0 19 2 6 2 6 6 0 0 0 0 0 0 3 11 0 +7005 1981 Graduation Single 58684 0 0 16-06-2014 71 479 35 179 28 7 85 1 5 3 12 2 0 1 0 0 0 0 3 11 0 +6409 1967 Graduation Divorced 57136 0 0 18-05-2013 18 267 140 599 34 12 127 1 7 5 7 6 0 0 0 0 0 0 3 11 1 +7485 1950 PhD Widow 56551 1 1 07-05-2014 48 67 4 32 17 2 16 3 2 1 4 4 0 0 0 0 0 0 3 11 0 +8079 1982 Graduation Married 22448 1 0 26-02-2014 86 3 1 8 23 2 18 3 2 1 3 3 0 0 0 0 0 0 3 11 0 +8395 1961 Graduation Single 82014 0 0 20-08-2012 48 980 37 265 35 163 31 1 3 6 12 6 0 0 0 0 0 0 3 11 1 +10352 1963 Graduation Widow 34213 1 1 07-09-2012 2 50 4 28 6 3 26 3 3 1 2 9 0 0 0 0 0 0 3 11 1 +4931 1977 Graduation Together 157146 0 0 29-04-2013 13 1 0 1725 2 1 1 0 0 28 0 1 0 0 0 0 0 0 3 11 0 +13 1947 PhD Widow 25358 0 1 22-07-2013 57 19 0 5 0 0 8 2 1 0 3 6 0 0 0 0 0 0 3 11 0 +1834 1978 Master Single 35544 1 0 08-03-2014 77 30 5 23 4 1 4 1 2 0 3 7 0 0 0 0 0 0 3 11 0 +2285 1954 Master Together 36634 0 1 28-05-2013 0 213 9 76 4 3 30 3 5 2 5 7 0 0 0 0 0 0 3 11 0 +2295 1954 PhD Married 62670 0 1 02-02-2014 57 539 30 92 80 46 38 1 5 3 13 3 0 0 0 0 0 0 3 11 0 +1378 1972 2n Cycle Together 50334 0 1 24-07-2013 24 284 16 160 84 16 134 6 7 4 6 6 0 0 0 0 0 0 3 11 0 +2781 1981 Graduation Single 72066 0 0 23-06-2014 55 1003 34 536 134 51 34 1 4 6 6 2 0 0 1 1 0 0 3 11 1 +1165 1958 PhD Single 50729 1 1 02-05-2013 62 239 13 143 45 4 52 9 6 2 7 6 0 0 0 0 0 0 3 11 0 +1404 1968 Graduation Together 34916 2 0 15-05-2013 89 51 23 82 33 0 42 4 5 1 3 9 0 0 0 0 0 0 3 11 0 +6457 1976 Graduation Divorced 64892 0 1 29-05-2014 77 527 24 230 32 24 65 2 6 4 12 4 0 0 0 0 0 0 3 11 0 +2639 1966 Graduation Single 43602 1 1 10-01-2014 45 19 5 12 10 3 19 3 3 1 2 6 0 0 0 0 0 0 3 11 0 +8299 1989 PhD Single 33996 0 0 11-09-2013 46 40 2 15 8 0 6 1 1 1 3 4 0 0 0 0 0 0 3 11 0 +6437 1985 2n Cycle Single 41473 1 0 19-06-2013 80 21 8 20 15 3 9 1 2 0 3 7 0 0 0 0 0 0 3 11 0 +6912 1967 PhD Married 63246 0 2 20-08-2013 60 593 30 91 29 22 7 1 6 3 12 4 0 0 0 0 0 0 3 11 0 +7327 1959 PhD Married 36732 1 1 29-12-2013 71 21 5 3 10 1 7 3 1 1 4 2 0 0 0 0 0 0 3 11 0 +5299 1970 PhD Married 69084 1 0 19-11-2013 43 1181 107 199 39 30 30 2 7 3 13 8 0 0 0 0 0 0 3 11 0 +4127 1967 PhD Married 77766 0 1 22-02-2013 97 1004 59 265 115 59 27 2 11 10 11 6 1 0 0 0 0 0 3 11 1 +8143 1985 PhD Single 37929 0 0 30-07-2013 49 202 2 46 3 2 10 2 4 2 5 7 0 1 0 1 0 0 3 11 1 +1964 1951 Graduation Together 86610 0 0 05-09-2013 66 446 107 768 33 196 53 1 5 6 6 2 0 0 0 0 0 0 3 11 0 +3690 1986 Master Married 80141 0 0 11-01-2013 20 1184 102 673 52 40 40 1 7 4 10 6 0 0 1 0 0 0 3 11 1 +3433 1955 2n Cycle Married 72635 0 0 03-06-2013 54 390 22 323 104 35 107 1 6 8 6 3 0 0 0 1 0 0 3 11 0 +3389 1970 Graduation Married 69016 0 1 22-11-2012 61 726 53 363 123 107 161 4 8 9 13 5 0 0 0 0 0 0 3 11 0 +4712 1991 2n Cycle Together 20193 0 0 28-11-2012 18 8 8 22 24 11 9 1 1 1 4 4 0 0 0 0 0 0 3 11 0 +1170 1975 Graduation Married 27573 1 0 25-03-2013 45 50 15 110 39 15 15 4 5 1 4 8 0 0 0 0 0 0 3 11 0 +6347 1979 Basic Single 15862 1 0 27-06-2013 26 1 1 4 11 9 10 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +4065 1976 PhD Married 49544 1 0 12-02-2013 0 308 0 73 0 0 23 2 5 1 8 7 0 0 0 0 0 0 3 11 0 +8230 1980 Graduation Married 33228 1 0 23-01-2014 28 22 2 31 7 4 5 1 2 0 3 7 0 0 0 0 0 0 3 11 0 +1215 1978 Graduation Together 70440 0 0 08-10-2013 49 690 117 499 76 102 88 1 5 10 7 3 0 0 0 1 0 0 3 11 0 +5939 1971 Graduation Together 38232 1 1 17-01-2014 84 43 5 28 7 6 33 4 3 1 3 5 0 0 0 0 0 0 3 11 0 +2156 1955 PhD Married 22554 1 1 03-11-2012 38 27 0 10 0 0 4 4 2 0 4 5 0 0 0 0 0 0 3 11 0 +7788 1983 PhD Married 23536 1 0 04-06-2014 53 6 0 3 0 0 1 1 0 0 3 3 0 0 0 0 0 0 3 11 0 +10323 1952 Graduation Married 49413 0 1 25-10-2013 88 205 7 41 3 2 46 2 4 2 5 5 0 0 0 0 0 0 3 11 0 +7947 1969 Graduation Married 42231 1 1 25-03-2014 99 24 0 8 0 1 4 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +1891 1980 Master Divorced 78789 0 0 08-08-2012 12 667 50 850 21 83 83 1 4 6 5 2 0 0 0 0 0 0 3 11 1 +2570 1968 Graduation Together 56534 0 1 23-07-2013 35 691 7 61 10 0 46 4 10 4 7 8 0 1 0 0 1 0 3 11 1 +9256 1971 Graduation Single 58350 0 1 04-01-2013 5 493 26 206 116 80 80 4 8 3 12 6 0 0 0 0 0 0 3 11 0 +295 1989 Graduation Single 81217 0 0 19-07-2013 77 493 70 324 146 40 84 1 3 7 11 1 0 0 0 0 0 0 3 11 0 +7397 1951 Graduation Single 49090 0 1 19-07-2013 45 494 5 82 7 0 100 3 7 2 9 7 0 0 0 0 0 0 3 11 0 +6349 1987 Master Divorced 61787 0 0 06-07-2013 71 621 73 414 78 48 85 1 8 4 6 5 0 0 0 0 0 0 3 11 0 +10790 1985 PhD Married 18169 1 0 19-02-2013 40 9 0 5 0 0 7 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +10398 1981 2n Cycle Single 24336 1 0 27-08-2012 82 1 6 2 8 2 12 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +2431 1990 Graduation Married 18222 0 0 31-12-2012 70 12 4 19 12 6 14 1 2 0 3 8 0 0 0 0 0 0 3 11 0 +550 1952 Graduation Divorced 62335 0 1 23-05-2013 87 243 131 217 85 6 26 2 3 3 13 2 0 0 0 0 0 0 3 11 0 +1890 1971 2n Cycle Together 42033 1 1 19-09-2012 95 11 1 4 2 0 7 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +10742 1983 PhD Married 86580 0 0 27-02-2013 72 532 21 127 26 20 20 0 4 2 5 1 0 0 1 0 0 0 3 11 0 +10356 1957 PhD Divorced 41437 1 1 22-09-2012 5 29 0 2 0 0 1 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +4676 1951 Master Widow 73705 0 2 05-03-2014 86 612 91 520 258 107 107 2 9 6 8 5 0 0 0 0 0 0 3 11 0 +8852 1976 Graduation Married 61064 0 1 31-08-2012 80 387 126 342 0 45 180 5 8 4 11 6 0 0 0 0 0 0 3 11 0 +3565 1955 Master Married 38452 1 1 30-03-2014 62 56 0 14 0 0 2 3 3 0 3 7 0 0 0 0 0 0 3 11 0 +5294 1989 Graduation Single 18358 1 0 20-11-2013 49 6 8 19 16 4 4 3 3 0 4 7 0 0 0 0 0 0 3 11 0 +1958 1973 PhD Together 55012 0 1 21-03-2014 85 582 0 65 0 0 13 6 8 2 9 5 0 0 0 0 0 0 3 11 0 +7349 1973 Basic Together 9722 1 0 02-10-2012 7 6 17 16 6 16 42 4 3 1 3 8 0 0 0 0 0 0 3 11 1 +8799 1984 PhD Married 38175 1 0 23-09-2013 6 70 6 69 2 3 3 3 3 1 4 7 0 0 0 0 0 0 3 11 0 +1351 1956 Master Together 58656 0 1 20-09-2012 25 962 12 194 16 24 12 4 7 8 13 6 0 0 1 0 0 0 3 11 0 +1045 1965 Graduation Together 52117 0 1 16-08-2012 55 112 10 107 30 0 20 2 5 2 4 7 0 0 0 0 0 0 3 11 0 +7732 1978 Graduation Married 64813 1 0 02-01-2014 81 293 0 124 179 97 52 1 7 2 10 5 0 0 0 0 0 0 3 11 0 +8070 1973 PhD Married 54222 0 1 01-03-2014 98 199 12 31 3 12 7 1 3 3 5 3 0 0 0 0 0 0 3 11 0 +477 1986 Graduation Married 83512 0 0 17-06-2014 31 1060 61 835 80 20 101 1 4 7 10 1 1 0 1 1 1 0 3 11 1 +7832 1959 Master Married 77520 0 1 28-08-2013 30 940 44 396 0 88 58 1 8 7 7 4 1 0 1 1 0 0 3 11 1 +2202 1978 Graduation Together 41154 0 1 09-04-2013 98 44 2 11 2 3 7 1 1 0 4 5 0 0 0 0 0 0 3 11 0 +7396 1966 Graduation Married 80398 0 0 10-11-2012 92 342 51 936 207 35 26 1 5 8 12 3 0 0 1 0 0 0 3 11 0 +4055 1992 Basic Single 18746 1 0 29-05-2014 41 2 10 11 12 9 20 2 3 0 3 6 0 0 0 0 0 0 3 11 0 +10340 1984 Graduation Together 35196 1 0 13-11-2012 68 75 12 141 43 39 187 6 6 1 5 8 0 0 0 0 0 0 3 11 0 +10091 1956 Graduation Single 60230 0 1 20-05-2013 78 520 20 367 39 81 40 2 6 3 6 5 0 0 0 0 0 0 3 11 0 +7629 1977 Graduation Married 22108 1 1 08-05-2014 46 5 3 9 6 2 6 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +10640 1974 Graduation Together 44392 1 1 05-09-2013 71 87 5 71 7 12 29 5 4 1 4 7 0 0 0 0 0 0 3 11 0 +3498 1976 PhD Married 55424 0 1 25-11-2012 6 462 61 184 10 53 107 4 7 5 9 6 1 0 0 0 0 0 3 11 1 +6742 1979 Graduation Married 17688 1 0 13-01-2013 82 2 2 1 3 1 2 1 1 0 2 8 0 0 0 0 0 1 3 11 0 +1172 1983 PhD Married 92491 0 0 01-05-2013 71 979 44 935 29 25 22 1 7 5 12 3 0 1 1 1 0 0 3 11 1 +569 1991 Graduation Single 90273 0 0 14-12-2013 32 704 129 853 120 74 111 1 5 6 7 2 0 1 1 1 0 0 3 11 1 +4686 1962 PhD Widow 82571 0 0 02-04-2014 28 861 31 558 62 95 79 0 6 5 13 2 0 0 1 0 0 0 3 11 0 +1381 1982 PhD Single 38513 1 0 28-01-2014 20 172 3 115 16 0 18 5 6 1 5 8 0 0 0 0 0 0 3 11 1 +2634 1979 Master Single 16653 1 0 18-04-2014 10 5 7 31 15 4 7 3 2 1 3 6 0 0 0 0 0 0 3 11 1 +10905 1955 Graduation Together 42586 1 1 29-10-2012 7 194 2 56 0 0 0 5 4 1 6 8 0 0 0 0 0 0 3 11 1 +1744 1965 Basic Single 23529 0 1 07-01-2013 67 9 7 13 3 2 20 1 1 1 2 6 0 0 0 0 0 0 3 11 0 +1000 1961 Master Together 74881 1 1 08-03-2013 48 505 72 270 36 27 54 4 9 2 12 5 0 0 0 0 0 0 3 11 0 +3828 1951 Graduation Married 71107 0 1 17-02-2013 61 533 10 217 198 174 195 2 7 6 13 4 0 0 0 0 0 0 3 11 0 +8605 1964 PhD Together 46910 1 1 23-03-2014 36 48 0 14 0 0 6 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +10304 1959 Graduation Married 18690 0 0 28-12-2012 77 6 1 7 23 4 19 1 1 1 2 8 0 0 0 0 0 0 3 11 0 +4351 1955 Graduation Divorced 37244 1 1 27-04-2013 90 18 2 10 0 0 25 1 1 1 2 7 1 0 0 0 0 0 3 11 0 +10129 1966 Graduation Together 82427 0 0 12-03-2014 35 482 147 509 104 107 107 1 3 5 12 1 0 0 1 0 0 0 3 11 0 +2499 1958 2n Cycle Single 75342 0 1 06-05-2013 38 204 97 97 21 118 26 1 5 2 10 4 0 0 0 0 0 0 3 11 0 +10092 1954 Graduation Divorced 70044 0 1 18-02-2013 46 1073 0 250 153 14 14 4 7 10 5 5 0 0 0 0 0 0 3 11 0 +7500 1967 Graduation Single 79146 1 1 24-04-2014 33 245 16 223 21 43 16 2 8 1 8 6 0 0 0 0 0 0 3 11 0 +5796 1963 Graduation Married 77437 0 0 26-11-2013 70 560 21 442 29 44 29 1 4 5 13 1 0 0 1 0 0 0 3 11 0 +10556 1959 Graduation Married 54984 0 1 24-05-2014 51 173 13 131 32 3 6 4 6 1 6 7 0 0 0 1 0 0 3 11 0 +1064 1971 PhD Married 42403 1 0 11-12-2013 18 22 1 11 0 5 3 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +48 1964 Graduation Together 55761 0 1 24-04-2014 97 136 1 12 0 3 32 2 4 1 3 6 0 1 0 0 0 0 3 11 0 +7610 1983 Graduation Together 37292 1 0 18-04-2013 32 275 0 86 10 23 66 5 6 3 5 8 0 0 0 0 0 0 3 11 0 +263 1945 PhD Single 45576 0 0 28-05-2014 9 56 19 29 2 14 25 1 3 1 3 8 0 0 0 0 0 0 3 11 1 +10814 1947 Graduation Together 70321 0 0 16-01-2013 6 303 23 751 82 26 191 1 6 5 13 4 0 0 0 0 0 0 3 11 1 +9710 1969 PhD Divorced 58086 0 1 20-01-2013 80 708 7 62 0 0 15 2 11 3 7 8 0 0 0 0 0 0 3 11 0 +9292 1952 Graduation Married 81795 0 0 26-10-2012 74 324 132 693 27 118 88 1 4 11 7 2 0 0 0 0 0 0 3 11 0 +10250 1947 Basic Together 28389 0 0 20-11-2012 49 1 5 3 7 4 8 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +7881 1946 Master Married 66835 0 0 28-09-2013 21 620 26 195 34 17 141 1 6 4 13 2 0 0 0 0 0 0 3 11 0 +5847 1969 Graduation Divorced 69901 0 1 29-05-2013 95 312 21 206 102 92 149 3 7 3 10 5 0 0 0 0 0 0 3 11 0 +737 1949 PhD Married 80360 0 0 03-03-2013 56 1493 86 454 112 43 43 2 4 4 5 2 0 1 1 1 0 0 3 11 0 +3571 1961 PhD Together 63342 0 1 16-10-2012 48 918 21 118 13 10 21 3 8 3 5 6 0 1 0 0 0 0 3 11 1 +7807 1974 Graduation Married 44989 0 1 12-09-2012 26 98 0 106 49 10 106 5 5 1 5 6 0 0 0 0 0 0 3 11 0 +3878 1980 2n Cycle Single 31859 1 0 27-02-2014 3 3 4 7 15 8 11 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +5092 1949 PhD Widow 51569 0 1 12-02-2013 39 380 0 47 6 0 34 4 7 1 7 8 0 1 0 0 0 0 3 11 1 +2154 1971 Graduation Widow 30372 1 1 25-12-2012 33 15 0 12 7 3 7 3 2 0 3 7 0 0 0 0 0 0 3 11 0 +5394 1979 Basic Single 16014 1 1 17-03-2013 42 3 9 4 7 8 7 4 1 1 4 3 0 0 0 0 0 0 3 11 0 +3798 1968 Graduation Married 41120 1 1 06-11-2013 80 24 2 23 0 8 24 3 2 1 3 6 0 0 0 0 0 0 3 11 0 +3524 1971 Master Single 39763 1 0 04-08-2013 9 80 1 60 4 6 16 2 5 1 2 9 0 0 0 0 0 0 3 11 1 +5247 1955 PhD Married 38725 1 1 10-05-2014 52 31 0 6 2 1 5 2 1 0 4 4 0 0 0 0 0 0 3 11 0 +5883 1972 Graduation Married 77981 1 0 26-05-2013 78 138 120 204 16 126 60 3 7 4 7 5 0 0 0 0 0 0 3 11 0 +2118 1964 2n Cycle Married 62905 0 1 10-09-2013 68 166 75 96 119 107 59 3 7 2 8 4 0 0 0 0 0 0 3 11 0 +8812 1979 2n Cycle Divorced 13533 1 0 10-03-2013 45 12 3 8 8 0 17 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +6616 1975 Graduation Together 59481 0 1 23-10-2013 47 178 3 85 71 66 58 2 3 3 8 2 0 0 0 0 0 0 3 11 0 +2797 1977 Graduation Married 72117 0 1 20-08-2013 34 707 20 171 65 60 50 1 9 7 9 5 0 0 0 0 0 0 3 11 0 +4328 1986 2n Cycle Married 21955 1 0 07-09-2013 81 5 1 7 17 14 11 2 2 1 3 6 0 0 0 0 0 0 3 11 0 +9167 1956 Graduation Married 67131 0 1 26-03-2013 72 465 71 250 93 35 62 3 9 2 12 6 0 0 0 0 0 0 3 11 0 +10560 1980 PhD Single 36802 1 0 16-06-2014 23 16 1 2 0 0 1 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +2631 1982 Graduation Together 71853 0 0 08-05-2013 29 358 108 413 141 97 32 1 2 8 6 1 0 0 0 0 0 0 3 11 0 +8312 1961 Basic Married 28249 0 0 15-06-2014 80 1 9 7 2 14 10 1 2 0 3 6 0 0 0 0 0 0 3 11 0 +5534 1975 Master Married 47808 0 1 20-10-2013 30 123 1 26 2 0 72 2 3 2 3 7 1 0 0 0 0 0 3 11 0 +5093 1974 PhD Divorced 25509 1 0 18-09-2012 15 40 3 30 10 7 11 3 3 0 3 9 0 0 0 0 0 0 3 11 1 +7592 1946 PhD Married 51012 0 0 18-04-2013 86 102 9 63 2 9 24 1 4 1 4 6 0 0 0 0 0 0 3 11 0 +8895 1985 Graduation Single 70596 0 0 05-10-2012 68 347 44 534 17 0 26 1 3 5 12 2 0 0 0 0 0 0 3 11 0 +8584 1952 PhD Together 85431 0 0 08-06-2013 54 376 53 462 168 53 53 1 2 7 7 0 0 0 0 0 0 0 3 11 0 +2694 1967 Graduation Married 42664 0 1 18-03-2014 44 21 0 3 0 0 0 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +8910 1955 Graduation Together 42586 1 1 29-10-2012 7 194 2 56 0 0 0 5 4 1 6 8 0 0 0 0 0 0 3 11 1 +7433 1985 Graduation Single 29760 1 0 29-08-2012 87 64 4 68 7 5 17 4 3 1 4 8 0 0 0 0 0 0 3 11 0 +164 1977 PhD Married 28973 0 0 13-10-2012 59 206 0 46 3 2 12 2 5 1 5 8 0 0 0 0 0 0 3 11 0 +10477 1973 PhD Together 39435 1 0 06-08-2013 16 71 0 18 0 0 13 1 3 1 2 7 0 0 0 0 0 0 3 11 0 +2681 1984 2n Cycle Married 65370 0 0 01-08-2013 1 71 22 112 138 89 29 1 2 3 13 1 0 0 0 0 0 0 3 11 0 +5150 1979 Basic Single 20194 1 0 17-12-2012 64 0 4 7 11 10 15 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +5283 1976 PhD Single 42473 1 1 17-02-2014 72 93 1 21 0 4 25 3 2 1 4 5 0 0 0 0 0 0 3 11 0 +9645 1968 Graduation Married 64590 0 0 14-10-2012 98 920 138 168 36 46 30 1 9 4 10 6 0 0 0 0 0 0 3 11 0 +10678 1959 Graduation Together 71232 0 1 28-11-2013 91 653 17 170 34 26 17 2 11 2 10 7 0 0 0 0 0 0 3 11 0 +7261 1971 Graduation Together 34600 1 1 01-01-2013 8 199 33 60 8 3 15 5 5 2 5 8 0 0 0 0 0 0 3 11 1 +9648 1967 Graduation Single 46904 1 1 03-11-2012 20 153 4 56 0 9 31 4 5 1 4 8 0 0 0 0 0 0 3 11 0 +2870 1973 Graduation Married 49094 0 1 21-09-2012 6 376 0 38 11 8 69 5 6 3 6 6 0 0 0 0 0 0 3 11 0 +8008 1983 Graduation Together 36075 1 0 09-12-2013 54 46 0 30 12 1 30 1 2 0 4 6 0 0 0 0 0 0 3 11 0 +1513 1979 2n Cycle Together 60839 1 1 28-08-2012 72 600 21 128 223 150 128 13 2 2 12 8 0 0 0 0 0 0 3 11 0 +6173 1979 Graduation Together 77298 0 1 02-11-2013 46 425 115 292 23 35 79 1 6 6 11 3 0 0 0 0 0 0 3 11 0 +1419 1950 Graduation Together 34026 1 1 05-08-2013 11 18 6 15 12 8 17 3 2 1 3 5 0 0 0 0 0 0 3 11 0 +9150 1963 PhD Single 48918 1 1 12-04-2014 21 52 0 9 0 0 1 2 1 0 4 4 0 0 0 0 0 0 3 11 0 +7960 1962 2n Cycle Together 82122 0 0 15-08-2013 89 734 22 350 151 25 100 1 3 9 13 1 0 0 1 0 0 0 3 11 0 +1250 1976 Graduation Single 37697 1 0 07-02-2014 82 34 6 21 11 4 8 1 2 1 3 6 0 0 0 0 0 0 3 11 0 +9905 1952 Graduation Together 34074 1 1 13-07-2013 69 135 1 41 10 1 67 5 3 3 3 6 1 0 0 0 0 0 3 11 0 +10691 1960 Master Married 28520 1 1 14-06-2013 55 11 0 10 0 2 20 1 1 1 2 6 0 0 0 0 0 0 3 11 0 +7002 1955 Graduation Single 62535 0 1 03-10-2013 13 163 48 90 0 45 52 1 3 2 8 3 0 0 0 0 0 0 3 11 0 +2952 1977 Master Single 36273 1 0 16-04-2014 80 29 3 30 3 2 9 2 3 0 3 6 0 0 0 0 0 0 3 11 0 +8439 1964 Graduation Together 63404 0 2 06-06-2014 97 734 26 70 11 44 17 2 6 3 4 4 0 0 0 1 0 0 3 11 0 +762 1981 2n Cycle Together 75774 1 0 02-05-2014 27 340 21 134 258 14 56 1 7 5 8 4 0 0 0 0 0 0 3 11 0 +2831 1976 Graduation Together 78416 0 1 27-06-2014 99 453 38 279 188 38 183 2 7 7 10 3 0 0 0 0 0 0 3 11 0 +6977 1974 Graduation Together 75702 0 1 14-10-2012 87 1073 0 629 145 37 37 1 10 5 13 6 0 0 1 0 0 0 3 11 0 +6289 1951 Master Together 59385 1 1 28-04-2013 85 135 0 10 0 4 36 2 3 1 4 5 0 0 0 0 0 0 3 11 0 +4168 1966 Graduation Single 37070 1 1 20-03-2013 30 231 7 137 4 15 39 9 5 1 8 7 0 0 0 0 0 0 3 11 1 +8397 1951 Graduation Married 44689 1 1 10-01-2014 82 18 0 5 0 0 11 2 1 1 2 7 1 0 0 0 0 0 3 11 0 +9284 1958 Graduation Together 53977 0 1 08-06-2013 21 620 16 165 0 24 82 5 5 5 12 5 0 0 0 0 0 0 3 11 0 +6237 1966 PhD Single 7144 0 2 07-12-2013 92 81 4 33 5 2 291 0 23 1 1 0 0 0 0 0 0 0 3 11 0 +3130 1964 Graduation Single 18701 1 1 04-06-2013 95 12 4 2 10 6 10 4 2 0 4 5 0 0 0 0 0 0 3 11 0 +1619 1956 Graduation Married 90369 0 0 28-04-2014 2 292 51 981 224 23 17 1 4 6 6 1 0 0 0 0 0 0 3 11 1 +1990 1974 PhD Single 63159 0 0 05-11-2012 74 965 34 586 89 86 37 1 3 5 8 3 1 0 0 0 0 0 3 11 0 +5513 1966 Graduation Together 37758 1 1 04-10-2012 49 27 2 10 0 0 1 2 1 0 3 8 0 0 0 0 0 0 3 11 0 +269 1963 PhD Single 46757 0 1 16-11-2012 71 777 30 163 0 51 122 6 4 4 7 9 0 0 0 0 0 0 3 11 0 +8093 1969 Master Married 79734 0 0 28-06-2014 72 572 8 232 23 62 17 1 4 3 6 1 0 0 0 1 0 0 3 11 0 +10513 1992 Graduation Together 63207 0 0 20-01-2013 68 438 169 565 91 169 70 1 2 3 6 7 0 0 0 1 0 0 3 11 0 +10177 1954 Graduation Divorced 72071 0 1 14-02-2013 4 531 69 300 150 138 150 3 5 4 8 2 0 0 0 0 0 0 3 11 0 +2549 1983 PhD Together 21840 1 0 21-07-2013 80 17 0 9 0 0 1 1 1 0 3 9 0 0 0 0 0 0 3 11 0 +5782 1982 2n Cycle Together 58582 0 1 28-09-2013 15 402 35 106 101 77 42 2 9 2 9 5 0 1 0 0 0 0 3 11 0 +10057 1951 Graduation Single 72282 0 0 19-07-2013 70 503 27 419 90 139 153 1 5 7 9 7 0 0 0 0 0 0 3 11 1 +10307 1956 Graduation Married 50387 0 2 31-08-2013 91 369 9 87 12 14 34 3 6 2 8 5 0 0 0 0 0 0 3 11 0 +8566 1961 PhD Together 32583 1 1 15-06-2014 10 5 0 3 0 0 1 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +2415 1962 Graduation Together 62568 0 1 07-04-2014 99 362 17 398 80 35 61 3 5 3 5 4 0 0 0 1 0 0 3 11 0 +5684 1971 Master Divorced 44635 1 1 11-10-2013 25 56 0 9 0 0 3 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +8334 1971 Master Single 33316 1 1 04-10-2013 34 79 1 31 4 4 12 3 2 1 4 6 0 0 0 0 0 0 3 11 0 +9166 1968 Graduation Married 63967 0 1 09-08-2013 57 387 84 141 73 35 162 3 4 4 12 2 0 0 0 0 0 0 3 11 0 +1440 1978 2n Cycle Together 52513 0 0 04-09-2012 84 367 17 241 104 188 232 2 9 5 9 7 0 0 0 0 0 0 3 11 0 +78 1969 Graduation Married 25293 1 0 15-09-2013 51 15 0 11 0 2 9 1 1 1 2 8 0 0 0 0 0 0 3 11 0 +5441 1965 PhD Widow 54111 0 1 25-08-2013 97 267 6 54 8 3 50 2 5 2 6 5 0 0 0 0 0 0 3 11 0 +5302 1986 Graduation Together 78394 0 0 15-02-2013 13 298 27 697 216 24 166 1 4 6 5 2 0 0 0 0 0 0 3 11 1 +4687 1958 Master Married 80739 0 0 23-05-2013 92 674 92 736 39 0 92 1 3 11 9 1 0 0 0 0 0 0 3 11 0 +1087 1975 Master Together 22669 1 0 22-05-2013 30 16 14 36 37 22 48 3 4 1 2 9 0 0 0 0 0 0 3 11 1 +6859 1987 Graduation Single 29236 1 0 08-10-2013 30 37 4 24 16 9 9 2 4 0 3 9 0 0 0 0 0 0 3 11 0 +9860 1959 Graduation Together 44911 0 1 15-03-2013 11 159 0 22 2 1 31 3 4 1 4 7 0 0 0 0 0 0 3 11 0 +7129 1962 PhD Married 54693 0 1 17-02-2013 72 686 17 142 23 26 35 8 6 4 13 6 0 0 0 0 0 0 3 11 0 +5866 1974 Graduation Together 48186 1 0 20-03-2014 39 97 3 66 12 7 34 3 4 1 4 7 0 0 0 0 0 0 3 11 0 +10521 1977 Graduation Married 54809 1 1 11-09-2013 0 63 6 57 13 13 22 4 2 1 5 4 0 0 0 0 0 0 3 11 1 +7393 1978 Graduation Together 41580 1 1 10-12-2012 15 56 5 24 4 0 3 3 2 1 3 5 0 0 0 0 0 0 3 11 0 +7849 1970 PhD Married 80336 0 0 09-09-2013 12 209 19 456 160 142 66 1 2 9 13 1 0 0 0 0 0 0 3 11 0 +332 1957 Graduation Married 47743 0 1 22-03-2013 56 198 2 43 0 12 20 3 4 1 6 6 0 1 0 0 0 0 3 11 0 +9847 1955 2n Cycle Married 62972 0 1 03-08-2012 39 313 15 47 20 0 192 2 7 4 3 6 0 0 0 0 0 0 3 11 0 +531 1954 PhD Divorced 57333 0 1 22-09-2012 55 941 14 397 76 58 176 11 8 5 9 6 0 0 0 0 0 0 3 11 1 +9576 1982 PhD Together 32313 1 0 11-02-2013 60 86 4 56 2 4 7 3 4 0 4 9 0 0 0 0 0 0 3 11 0 +6906 1953 Master Widow 84953 0 0 03-06-2013 73 167 48 602 63 72 72 1 3 10 4 2 0 1 1 1 0 0 3 11 1 +7419 1968 Master Divorced 27071 1 0 23-04-2014 90 8 3 19 0 2 3 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +3170 1957 Master Together 68148 0 0 31-08-2013 86 389 66 408 37 57 85 1 4 4 6 2 0 0 0 0 0 0 3 11 0 +8527 1965 Master Together 65735 1 1 07-12-2013 37 239 7 119 4 15 11 5 6 2 6 7 0 0 0 0 0 0 3 11 0 +7872 1975 PhD Married 86836 0 0 12-09-2012 7 179 21 273 0 21 63 1 6 10 6 5 1 0 1 1 0 0 3 11 1 +9931 1963 PhD Married 4023 1 1 23-06-2014 29 5 0 1 1 1 1 15 0 0 0 19 0 0 0 0 0 0 3 11 0 +10595 1990 Graduation Married 30093 0 0 08-07-2013 19 2 6 28 13 4 16 1 2 0 3 7 0 0 0 0 0 0 3 11 0 +4609 1966 PhD Married 57705 0 1 11-01-2014 14 383 0 53 6 4 40 3 8 1 6 6 0 0 0 0 0 0 3 11 0 +5010 1988 Graduation Single 25008 1 0 02-02-2014 72 2 8 8 6 1 9 2 1 0 3 8 0 0 0 0 0 0 3 11 0 +4427 1995 2n Cycle Single 83257 0 0 18-09-2012 56 536 27 590 38 107 67 1 5 10 12 6 1 0 1 0 0 1 3 11 1 +11148 1975 Graduation Together 22280 1 0 19-05-2013 85 2 1 4 3 1 2 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +1168 1978 PhD Married 72159 0 0 29-10-2012 62 322 53 899 34 40 53 1 4 6 10 2 0 0 0 0 0 0 3 11 0 +9595 1961 Graduation Together 64260 0 0 11-01-2013 1 539 169 816 20 0 30 1 4 5 4 3 0 0 0 0 0 0 3 11 1 +10163 1984 PhD Single 82733 0 0 10-09-2013 28 712 50 420 65 38 38 1 8 4 7 4 0 0 0 0 0 0 3 11 1 +2886 1971 Master Divorced 74290 0 1 12-08-2013 70 1121 0 72 0 12 12 4 10 8 10 6 0 1 0 1 0 0 3 11 0 +6710 1951 Master Single 58217 2 1 17-11-2012 84 68 1 13 3 5 13 1 2 0 4 6 0 0 0 0 0 0 3 11 0 +5316 1976 Master Together 21024 0 0 04-07-2013 89 36 4 18 6 2 18 1 2 0 4 7 0 0 0 0 0 0 3 11 0 +9029 1972 PhD Married 70116 0 0 26-01-2013 73 707 44 603 95 58 29 1 2 8 12 1 0 0 0 0 0 0 3 11 0 +521 1985 Graduation Together 54006 1 0 18-09-2012 42 174 77 203 6 24 97 2 8 1 7 7 0 0 0 0 0 0 3 11 0 +1459 1966 PhD Married 69063 0 1 07-11-2012 16 666 35 124 69 8 26 1 5 3 5 3 0 0 0 0 0 0 3 11 0 +10241 1975 2n Cycle Divorced 11448 0 0 15-12-2013 16 0 0 0 6 2 6 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +1630 1979 Graduation Single 61825 0 1 07-08-2013 56 162 50 100 55 30 27 1 4 2 8 4 0 0 0 0 0 0 3 11 0 +3254 1971 Graduation Married 70886 1 0 14-10-2013 65 407 70 239 103 88 53 1 5 4 4 2 0 0 0 0 0 0 3 11 0 +9064 1982 Graduation Married 69109 0 0 09-11-2012 10 823 25 459 124 29 95 1 6 6 7 4 0 0 1 0 0 0 3 11 1 +3678 1973 Graduation Widow 60208 1 1 07-10-2012 13 488 23 71 15 0 59 11 8 3 7 7 0 1 0 0 0 0 3 11 1 +4227 1968 Master Together 32889 1 1 06-09-2013 78 28 0 13 4 2 8 3 2 1 3 5 0 0 0 0 0 0 3 11 0 +9467 1984 Graduation Single 34738 1 0 11-05-2014 51 3 2 10 3 0 2 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +8486 1971 Master Together 30538 1 0 01-10-2012 27 284 0 52 8 3 20 4 9 0 4 10 0 0 0 0 0 0 3 11 0 +2186 1977 2n Cycle Together 82326 0 0 10-03-2014 30 938 142 754 159 81 183 1 5 10 6 2 0 1 1 1 0 0 3 11 1 +3286 1967 PhD Divorced 26642 1 0 01-03-2014 71 13 2 15 2 2 8 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +8602 1964 Graduation Divorced 69932 0 1 12-06-2013 97 412 172 153 150 105 57 2 7 6 11 4 0 0 0 0 0 0 3 11 0 +3722 1972 Graduation Single 44503 1 1 16-04-2014 83 31 1 8 0 0 8 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +6715 1948 PhD Single 60200 0 1 02-01-2013 3 502 19 132 0 6 26 6 6 2 11 6 0 0 0 0 0 0 3 11 0 +4796 1952 Graduation Divorced 49638 0 1 19-04-2014 71 18 10 3 3 5 0 1 1 0 3 2 0 0 0 0 0 0 3 11 0 +9612 1987 2n Cycle Single 23830 0 0 07-02-2014 3 1 8 6 4 8 16 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +3766 1959 Master Widow 33051 0 0 16-08-2012 15 100 71 243 108 94 219 3 9 1 8 9 0 0 0 0 0 0 3 11 1 +1399 1958 Graduation Married 72905 0 0 21-01-2014 52 407 114 445 181 165 203 1 3 7 9 1 0 0 0 1 0 0 3 11 0 +1570 1951 PhD Together 69702 0 1 19-02-2013 8 664 9 240 50 19 57 2 7 7 10 4 0 0 0 0 0 0 3 11 0 +3426 1975 Graduation Divorced 70300 1 0 15-07-2013 89 1045 61 338 60 46 46 3 5 5 13 8 0 0 0 0 0 0 3 11 0 +3074 1984 PhD Married 70643 0 0 15-10-2012 66 1218 107 304 23 143 33 1 5 8 4 6 0 0 0 0 0 0 3 11 1 +8341 1969 PhD Married 30396 1 0 30-04-2014 22 15 0 6 0 1 12 2 1 1 2 7 1 0 0 0 0 0 3 11 1 +5180 1968 PhD Divorced 50616 0 1 18-04-2014 56 128 0 16 0 1 4 2 4 0 4 7 0 0 0 0 0 0 3 11 0 +6461 1969 Master Single 62772 0 1 19-05-2013 74 581 49 157 43 8 108 1 5 6 11 2 0 1 0 0 0 0 3 11 0 +7679 1985 PhD Single 30298 0 0 19-05-2014 48 6 3 12 6 1 0 1 1 1 3 3 0 0 0 0 0 0 3 11 0 +10702 1984 Graduation Single 52413 1 0 03-11-2012 67 185 8 133 56 56 12 2 7 1 7 7 0 0 0 0 0 0 3 11 0 +7505 1957 PhD Married 44155 1 1 19-01-2014 24 22 1 9 0 0 14 1 1 1 2 4 0 0 0 0 0 0 3 11 0 +5113 1971 PhD Divorced 86979 0 0 07-11-2013 67 584 100 835 65 83 35 1 5 5 5 2 1 0 0 0 0 0 3 11 1 +10858 1975 Graduation Together 76532 1 1 09-09-2013 38 355 30 177 90 138 30 4 9 5 7 5 0 0 0 0 0 0 3 11 0 +2961 1982 Graduation Married 42081 1 0 26-02-2013 86 175 10 110 54 6 27 2 6 3 4 6 1 0 0 0 0 0 3 11 0 +2747 1988 PhD Married 67546 0 0 31-08-2012 90 864 134 768 150 38 172 1 4 10 5 3 0 0 0 0 0 0 3 11 0 +3010 1989 Master Together 88420 0 0 02-05-2014 87 957 153 612 99 95 153 1 4 7 8 1 1 0 1 1 0 0 3 11 0 +5790 1985 Graduation Married 31158 1 0 27-01-2013 62 25 6 16 20 0 5 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +6892 1968 Graduation Divorced 61671 0 1 03-06-2014 23 641 7 56 0 0 28 8 10 4 6 8 0 1 0 1 0 0 3 11 0 +1743 1974 Graduation Single 69719 0 0 26-05-2014 99 273 86 208 177 14 43 1 2 3 5 1 0 0 0 0 0 0 3 11 0 +3578 1949 Graduation Divorced 49160 0 1 20-10-2013 29 122 21 43 25 10 15 2 3 1 6 6 0 0 0 0 0 0 3 11 0 +8462 1978 Basic Together 24882 1 0 09-09-2012 52 1 4 10 29 0 36 1 1 1 2 6 1 0 0 0 0 0 3 11 0 +5558 1954 PhD Single 90933 0 0 31-03-2014 90 1020 31 430 62 63 79 1 4 6 4 1 0 0 1 0 0 0 3 11 0 +4619 1945 PhD Single 113734 0 0 28-05-2014 9 6 2 3 1 262 3 0 27 0 0 1 0 0 0 0 0 0 3 11 0 +8780 1950 PhD Together 59292 0 1 13-06-2013 71 378 14 68 19 14 14 2 3 5 8 3 0 0 0 0 0 0 3 11 0 +10789 1964 PhD Married 45759 1 1 23-02-2013 13 42 1 18 3 0 4 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +10779 1983 Graduation Single 22148 0 0 13-04-2014 16 15 5 14 0 4 11 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +5896 1987 Master Married 73395 0 0 18-03-2014 94 272 7 80 20 7 11 1 4 4 6 2 0 0 0 0 0 0 3 11 0 +2337 1971 Graduation Divorced 29819 1 0 24-10-2013 77 9 1 24 2 1 2 3 3 0 3 6 0 0 0 0 0 0 3 11 0 +10951 1968 Graduation Married 45688 0 1 25-01-2014 20 279 0 18 0 0 9 2 3 1 8 4 0 1 0 0 0 0 3 11 0 +544 1954 Graduation Married 62820 0 0 11-05-2013 51 398 61 265 138 61 53 1 3 4 6 1 0 0 0 0 0 0 3 11 0 +17 1971 PhD Married 60491 0 1 06-09-2013 81 637 47 237 12 19 76 4 6 11 7 5 0 0 0 0 0 0 3 11 0 +10680 1986 Graduation Together 33235 1 0 05-02-2014 71 45 0 16 2 1 6 1 3 0 3 7 0 0 0 0 0 0 3 11 0 +3265 1959 Graduation Married 35701 0 0 19-03-2013 36 21 1 9 7 3 5 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +5623 1980 Master Married 31535 1 0 26-09-2013 95 15 4 13 0 0 19 1 1 1 2 7 1 0 0 0 0 0 3 11 0 +5832 1960 2n Cycle Together 92556 0 0 20-04-2014 32 493 183 352 184 23 28 0 3 5 13 0 0 0 0 0 0 0 3 11 0 +5544 1970 Graduation Single 67384 0 1 10-11-2012 32 957 40 175 158 53 107 2 7 8 5 5 0 1 0 0 0 0 3 11 0 +6417 1971 Master Together 80573 0 0 14-10-2012 85 829 138 430 60 92 15 1 4 6 13 2 0 0 0 0 0 0 3 11 0 +5831 1967 Graduation Married 77870 0 1 22-08-2012 93 1017 50 500 65 50 133 3 5 5 5 8 0 1 0 1 0 0 3 11 1 +7101 1963 PhD Widow 52278 0 1 25-01-2013 24 953 0 71 0 0 174 6 10 5 10 8 0 0 0 0 0 0 3 11 0 +10176 1968 Graduation Single 57107 0 1 24-08-2012 44 159 0 120 0 0 137 7 4 4 8 8 0 1 0 0 1 0 3 11 1 +2326 1990 Graduation Married 18929 0 0 16-02-2013 15 32 0 8 23 4 18 1 1 0 4 6 0 0 0 0 0 0 3 11 0 +4385 1981 PhD Single 36038 1 0 31-05-2013 82 23 0 15 0 2 7 2 3 0 3 6 0 0 0 0 0 0 3 11 0 +2929 1976 Graduation Single 20180 0 0 20-02-2013 27 18 42 24 15 20 18 1 2 1 4 7 0 0 0 0 0 0 3 11 0 +10686 1965 PhD Together 34230 1 1 26-12-2012 72 15 0 4 0 0 2 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +2546 1977 2n Cycle Single 31878 0 1 22-06-2014 7 23 4 5 10 5 23 1 1 0 4 3 0 0 0 0 0 0 3 11 0 +3283 1972 2n Cycle Married 70932 0 1 19-01-2014 57 200 193 100 46 185 185 2 6 2 12 3 0 0 0 0 0 0 3 11 0 +3138 1956 Graduation Single 91249 0 0 20-10-2012 84 1324 27 119 71 108 27 0 7 9 6 4 0 1 1 1 1 0 3 11 1 +4994 1943 Master Single 77598 0 0 01-10-2013 53 1193 33 281 129 66 33 1 7 5 13 3 0 0 1 0 0 0 3 11 0 +7966 1959 Graduation Single 80982 1 1 08-01-2013 48 505 137 401 104 22 22 3 11 5 11 5 0 0 0 0 0 1 3 11 0 +3112 1977 Master Married 22701 1 0 05-09-2013 2 2 4 9 0 4 5 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +10872 1969 PhD Married 55212 0 1 23-11-2012 65 1103 0 45 0 0 34 3 4 2 11 8 0 1 0 0 1 0 3 11 0 +2181 1970 Graduation Married 70617 0 0 23-06-2013 45 353 61 753 40 46 27 1 3 3 7 2 0 0 0 0 0 0 3 11 0 +1867 1957 Graduation Single 64849 0 0 13-11-2012 42 652 48 350 94 84 108 1 9 3 6 5 0 0 0 0 0 0 3 11 1 +1518 1965 Master Married 62694 1 1 17-06-2013 29 379 6 157 25 91 91 5 9 3 7 7 0 0 0 0 0 0 3 11 0 +5734 1974 PhD Married 61917 1 1 20-11-2013 83 46 4 36 2 2 1 1 2 0 4 5 0 0 0 0 0 0 3 11 0 +2878 1947 PhD Married 67472 0 1 28-09-2013 93 162 31 127 8 17 69 2 4 2 7 3 0 0 0 0 0 0 3 11 0 +1458 1982 Master Married 21059 1 0 07-01-2014 40 8 3 19 3 3 8 3 3 0 3 6 0 0 0 0 0 0 3 11 0 +7007 1968 Master Married 29543 2 0 01-04-2014 47 17 3 18 3 4 18 2 3 1 2 7 0 0 0 0 0 0 3 11 0 +6200 1951 Graduation Married 75903 0 1 08-04-2013 50 340 108 185 130 38 100 2 6 6 9 3 0 0 0 0 0 0 3 11 0 +1403 1975 2n Cycle Together 34984 1 1 06-09-2012 40 8 4 15 3 5 3 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +4827 1956 PhD Single 54998 0 1 10-03-2013 3 154 22 202 39 30 8 5 4 2 9 4 0 0 0 0 0 0 3 11 1 +6250 1949 PhD Widow 54356 0 1 19-11-2012 62 710 15 30 20 0 0 3 11 2 8 8 0 0 0 0 0 0 3 11 1 +9291 1959 Master Married 34242 0 1 23-03-2014 25 8 2 4 0 0 1 1 0 0 3 5 0 0 0 0 0 0 3 11 0 +2478 1973 Graduation Married 25410 1 0 31-08-2013 48 2 2 4 13 13 4 1 1 0 4 4 0 0 0 0 0 0 3 11 0 +1139 1984 PhD Married 73356 0 0 06-02-2014 56 1050 14 322 0 14 112 1 5 11 5 2 1 0 1 1 0 0 3 11 1 +5138 1950 Graduation Together 28320 0 1 14-01-2013 68 19 1 14 3 2 4 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +5393 1977 Graduation Single 23763 1 0 07-08-2012 64 22 0 6 6 2 6 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +10413 1984 Graduation Married 72570 0 0 25-04-2014 67 274 83 216 151 141 224 1 4 6 12 1 0 0 0 0 0 0 3 11 0 +5015 1976 Master Married 34529 1 0 14-09-2012 94 68 6 38 3 6 41 2 2 2 3 7 0 0 0 0 0 0 3 11 0 +10868 1951 Graduation Widow 70792 0 0 06-02-2013 82 344 45 654 104 11 114 2 3 4 10 3 0 0 0 0 0 0 3 11 0 +10676 1982 Graduation Married 63211 0 0 02-11-2012 3 145 193 459 205 26 145 2 3 8 7 2 0 0 0 0 0 0 3 11 1 +2495 1974 Master Married 83891 0 1 20-06-2014 24 217 38 350 111 85 15 1 4 7 10 1 0 0 0 0 0 0 3 11 0 +7842 1968 Graduation Single 36065 1 1 31-03-2013 54 18 7 34 10 2 3 3 3 0 3 8 0 0 0 0 0 0 3 11 0 +9955 1954 Graduation Together 39898 0 1 12-02-2013 20 69 8 26 12 7 12 2 3 0 4 7 0 0 0 0 0 0 3 11 0 +6663 1940 PhD Single 51141 0 0 08-07-2013 96 144 0 7 0 0 6 1 3 1 4 5 0 0 0 0 0 0 3 11 0 +2162 1976 Graduation Married 56939 0 1 18-09-2013 19 256 34 103 90 29 49 2 3 3 10 3 0 0 0 0 0 0 3 11 0 +3434 1951 Graduation Single 80872 0 0 12-05-2014 60 483 72 567 94 12 108 1 4 4 10 1 0 0 0 0 0 0 3 11 0 +7919 1976 PhD Together 72335 0 0 13-08-2012 2 1285 105 653 28 21 0 1 10 4 8 8 0 0 0 0 0 0 3 11 1 +5626 1964 PhD Single 61798 0 0 23-11-2013 13 338 4 89 11 8 13 1 4 2 9 4 0 0 0 0 0 0 3 11 0 +6428 1950 PhD Widow 76842 0 0 03-05-2014 37 605 10 345 84 54 32 1 1 8 7 0 0 0 0 0 0 0 3 11 0 +8514 1976 Graduation Together 29478 1 0 17-01-2014 59 8 0 7 3 1 1 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +10448 1956 Graduation Single 46998 0 1 22-10-2012 55 172 41 86 45 6 27 5 5 3 5 7 1 0 0 0 0 0 3 11 0 +2109 1990 Graduation Single 96843 0 0 23-04-2013 60 448 71 951 40 17 17 1 6 11 10 2 0 0 1 0 0 0 3 11 1 +7530 1950 PhD Widow 56551 1 1 07-05-2014 48 67 4 32 17 2 16 3 2 1 4 4 0 0 0 0 0 0 3 11 0 +8925 1965 Master Married 70053 0 1 03-07-2013 38 512 53 98 81 179 89 3 8 5 10 5 0 0 0 0 0 0 3 11 0 +3009 1962 PhD Widow 71670 0 0 09-07-2013 8 1462 16 128 0 0 160 1 5 3 6 6 0 1 1 0 1 0 3 11 1 +6355 1978 Graduation Married 44359 1 1 17-06-2014 19 20 0 14 7 3 1 3 2 0 4 3 0 0 0 0 0 0 3 11 0 +3517 1952 Graduation Single 40887 1 1 06-05-2013 32 50 4 44 10 10 43 3 3 1 3 9 0 0 0 0 0 0 3 11 1 +1158 1966 Graduation Divorced 48877 0 1 05-01-2014 27 102 1 15 2 0 24 1 3 0 4 7 0 0 0 0 0 0 3 11 0 +6203 1947 Graduation Together 74485 0 0 24-08-2013 58 499 149 815 173 49 49 1 6 7 12 3 0 0 0 0 0 0 3 11 0 +7165 1972 Graduation Together 64474 0 1 22-10-2013 59 381 35 172 56 86 93 2 8 2 10 5 0 0 0 0 0 0 3 11 0 +3595 1963 Graduation Together 77226 0 1 28-02-2014 29 631 43 239 128 76 21 2 6 8 12 3 0 0 0 0 0 0 3 11 0 +8537 1949 Graduation Widow 72643 0 0 27-02-2013 60 526 80 553 123 94 53 1 3 10 7 2 0 0 0 1 0 0 3 11 1 +4331 1978 Master Together 85738 0 0 23-01-2014 41 913 26 376 17 26 13 1 3 6 11 1 0 1 1 0 0 0 3 11 0 +6281 1966 Graduation Divorced 55686 0 1 14-02-2013 27 673 0 199 37 47 26 2 6 3 5 4 1 0 0 0 0 0 3 11 0 +4338 1983 Graduation Single 39062 1 0 25-03-2014 28 23 0 9 0 0 12 1 1 0 3 4 1 0 0 0 0 0 3 11 0 +2452 1971 Graduation Together 34600 1 1 01-01-2013 8 199 33 60 8 3 15 5 5 2 5 8 0 0 0 0 0 0 3 11 1 +9507 1975 Graduation Married 40794 0 1 07-04-2013 18 261 23 73 4 23 50 2 6 3 5 7 0 0 0 0 0 0 3 11 0 +8360 1971 2n Cycle Married 54690 1 1 07-11-2013 76 111 16 37 7 9 18 3 3 1 5 3 0 0 0 0 0 0 3 11 0 +10311 1969 Graduation Married 4428 0 1 05-10-2013 0 16 4 12 2 4 321 0 25 0 0 1 0 0 0 0 0 0 3 11 0 +5117 1963 2n Cycle Married 32632 0 0 02-08-2012 32 63 151 137 153 19 53 2 4 4 8 5 0 0 0 0 0 0 3 11 0 +4867 1968 PhD Single 38236 1 1 20-09-2013 2 58 0 18 2 0 10 4 3 0 4 7 0 0 0 0 0 0 3 11 0 +9289 1979 Graduation Married 36781 1 0 10-04-2014 16 29 1 17 0 3 13 1 2 1 2 8 0 0 0 0 0 0 3 11 1 +10913 1984 Master Single 31385 1 0 05-12-2012 56 3 2 12 0 1 9 1 1 0 2 8 1 0 0 0 0 0 3 11 1 +3032 1984 Graduation Married 24570 1 0 27-02-2013 97 28 34 62 11 14 44 3 4 0 4 9 0 0 0 0 0 0 3 11 0 +8524 1974 PhD Divorced 25509 1 0 18-09-2012 15 40 3 30 10 7 11 3 3 0 3 9 0 0 0 0 0 0 3 11 1 +3334 1951 Graduation Married 94642 0 0 12-02-2014 35 879 143 797 106 143 143 0 5 7 9 1 0 0 1 1 0 0 3 11 0 +4470 1962 Master Married 58646 0 1 10-06-2013 3 62 1 44 6 5 22 1 2 1 4 4 0 0 0 0 0 0 3 11 0 +1406 1975 Graduation Single 53201 1 1 12-02-2013 49 280 7 81 20 0 27 8 6 3 5 7 0 0 0 0 0 0 3 11 0 +8619 1957 Graduation Together 21994 0 1 24-12-2012 4 9 0 6 3 1 3 1 0 0 3 5 0 0 0 0 0 0 3 11 0 +10821 1978 Graduation Married 57113 1 1 06-02-2013 45 182 4 33 0 2 42 6 4 1 5 7 0 0 0 0 0 0 3 11 0 +4552 1991 Graduation Married 51373 0 0 22-06-2013 37 83 2 101 64 26 117 1 3 5 3 4 0 0 0 0 0 0 3 11 0 +898 1986 Graduation Married 23477 1 0 21-10-2013 39 38 15 54 3 8 29 3 3 0 4 8 0 0 0 0 0 0 3 11 0 +9797 1956 Graduation Married 58116 0 1 13-04-2014 38 228 19 130 4 11 51 2 3 3 8 2 0 0 0 0 0 0 3 11 0 +10949 1963 PhD Divorced 72968 0 0 16-12-2013 8 1092 37 592 145 37 55 1 5 5 8 3 0 0 0 1 0 0 3 11 1 +8212 1971 Master Married 39791 0 1 28-03-2013 89 85 15 27 13 13 21 2 3 1 4 7 0 0 0 0 0 0 3 11 0 +6248 1947 Master Single 91712 0 0 17-10-2013 47 1276 24 746 94 29 48 0 9 7 11 3 0 0 1 0 0 0 3 11 1 +10164 1958 Graduation Single 94472 0 1 03-04-2014 75 1017 33 417 108 100 16 1 5 5 5 5 0 1 1 0 0 0 3 11 0 +4547 1960 Graduation Together 13672 1 1 17-04-2013 86 6 2 9 2 1 5 2 1 0 3 8 0 0 0 0 0 0 3 11 0 +6815 1980 2n Cycle Married 96547 0 0 23-05-2014 4 448 21 125 52 101 62 0 7 6 8 2 1 0 1 1 0 0 3 11 1 +4122 1975 Graduation Married 79205 0 0 29-08-2012 73 504 23 117 179 28 44 1 6 5 4 4 0 0 0 1 0 0 3 11 1 +10841 1975 PhD Together 56559 0 1 25-12-2012 46 226 22 133 41 31 31 3 4 3 8 4 0 0 0 0 0 0 3 11 0 +5370 1973 PhD Married 32644 1 0 16-01-2013 38 239 3 141 0 7 23 4 7 1 6 8 1 0 0 0 0 0 3 11 0 +176 1980 2n Cycle Single 67506 0 1 02-01-2014 73 90 38 67 33 36 67 1 4 1 6 3 0 0 0 0 0 0 3 11 0 +4860 1970 Graduation Single 24206 1 0 08-03-2013 66 7 2 8 3 2 3 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +10757 1967 PhD Divorced 28420 1 0 24-12-2013 36 4 2 5 2 0 0 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +4023 1970 Graduation Married 22979 1 0 06-09-2012 29 16 17 19 20 21 22 3 3 2 2 8 0 0 0 0 0 0 3 11 1 +6679 1966 Graduation Single 33279 0 0 12-06-2014 29 10 3 3 0 0 0 1 0 0 3 3 0 0 0 0 0 0 3 11 0 +9923 1972 Master Single 46423 1 1 18-09-2013 6 68 0 16 0 0 8 3 2 0 4 7 0 0 0 0 0 0 3 11 0 +7181 1977 Graduation Married 30368 0 1 07-11-2013 97 35 0 13 2 0 2 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +3599 1970 Graduation Married 63684 0 1 26-11-2012 61 575 80 428 208 93 80 3 8 4 8 5 0 0 0 0 0 0 3 11 0 +405 1964 Graduation Divorced 41638 0 1 13-02-2013 68 315 0 31 4 0 91 4 5 5 3 8 1 0 0 0 0 0 3 11 0 +6870 1959 PhD Divorced 68805 0 1 17-09-2013 73 182 2 49 17 13 20 1 3 1 7 2 0 0 0 0 0 0 3 11 0 +832 1966 PhD Together 65814 0 1 02-03-2014 90 561 14 113 10 14 35 3 8 2 10 5 0 0 0 0 0 0 3 11 0 +2002 1958 Graduation Divorced 71964 0 0 20-05-2013 81 587 51 932 180 34 86 1 5 6 5 3 0 0 0 0 0 0 3 11 0 +3657 1986 Graduation Single 39146 1 0 14-02-2013 1 94 1 33 13 12 12 3 4 0 4 8 0 0 0 0 0 0 3 11 0 +500 1977 Graduation Together 96876 0 0 06-08-2013 79 908 43 735 40 194 21 1 7 7 9 2 0 1 1 1 0 0 3 11 1 +1951 1981 Basic Married 34445 0 0 27-01-2013 92 228 122 122 208 129 30 6 11 2 8 9 0 0 0 0 0 0 3 11 0 +3262 1958 Graduation Single 68281 0 0 07-08-2012 31 995 112 417 42 48 41 1 2 9 13 5 0 0 0 0 0 0 3 11 1 +4102 1975 2n Cycle Married 37284 1 1 29-03-2013 46 11 1 2 2 1 6 1 0 0 3 6 0 0 0 0 0 0 3 11 0 +7042 1983 Graduation Married 36790 0 0 01-03-2013 14 3 3 14 15 21 10 1 2 1 2 9 0 0 0 0 0 0 3 11 1 +10598 1967 Graduation Together 27943 1 1 15-04-2013 89 12 1 16 4 1 3 3 2 0 3 8 0 0 0 0 0 0 3 11 0 +255 1951 Graduation Divorced 22263 1 1 30-03-2014 31 17 0 2 0 0 2 2 1 0 3 6 0 0 0 0 0 1 3 11 0 +2375 1972 Graduation Together 30261 1 2 25-09-2012 75 8 0 5 0 3 6 1 0 0 3 8 0 0 0 0 0 0 3 11 0 +9829 1978 Graduation Together 28587 1 0 12-02-2014 42 22 4 17 12 10 13 3 2 0 4 6 0 0 0 0 0 0 3 11 0 +6214 1982 Master Married 43815 1 0 05-04-2013 53 14 10 29 4 7 15 1 2 0 3 6 0 0 0 0 0 0 3 11 0 +4954 1956 Graduation Married 48195 1 1 21-01-2014 53 106 27 68 52 7 5 6 4 2 5 6 0 0 0 0 0 0 3 11 0 +7861 1952 Master Married 77027 0 1 05-02-2014 23 820 57 242 45 0 11 2 8 3 6 4 0 0 0 0 0 0 3 11 0 +4837 1965 PhD Married 71322 0 1 16-02-2013 57 753 43 226 69 10 204 2 8 5 13 4 0 0 0 0 0 0 3 11 0 +9423 1979 Master Married 32765 1 0 23-02-2014 49 13 3 17 7 3 3 2 2 0 4 5 0 0 0 0 0 0 3 11 0 +4198 1965 Graduation Together 29672 1 1 12-03-2013 6 9 1 3 0 4 8 1 0 0 3 6 0 0 0 0 0 0 3 11 0 +153 1953 Graduation Divorced 23272 0 0 17-10-2013 29 19 3 6 4 2 12 1 1 0 3 4 0 0 0 0 0 0 3 11 0 +9323 1949 Master Together 49912 0 1 07-09-2012 5 520 8 223 32 49 42 4 10 5 7 8 1 0 0 0 0 0 3 11 1 +10001 1985 2n Cycle Together 7500 1 0 01-08-2012 98 5 17 17 13 14 34 4 2 1 3 9 0 0 0 0 0 0 3 11 0 +3945 1947 PhD Widow 68117 0 1 10-03-2013 80 618 44 215 0 17 36 2 11 8 4 6 1 0 0 0 0 0 3 11 1 +3799 1955 Graduation Married 67225 0 1 26-11-2013 4 315 35 322 46 7 143 3 7 2 11 5 0 0 0 0 0 0 3 11 0 +8625 1976 Graduation Married 17649 1 0 12-11-2013 70 15 1 23 0 5 1 3 3 0 3 8 0 0 0 0 0 0 3 11 0 +3491 1975 Graduation Together 55914 0 1 29-04-2013 32 384 60 364 119 101 232 4 11 6 8 7 0 0 0 0 0 0 3 11 0 +983 1984 Graduation Married 40059 1 0 28-09-2013 82 110 29 92 28 10 145 1 6 2 3 8 1 0 0 0 0 0 3 11 0 +9119 1950 Graduation Together 60905 0 1 05-12-2013 27 208 17 76 36 17 38 2 3 3 7 2 0 0 0 0 0 0 3 11 0 +4786 1977 Graduation Married 75330 1 1 04-10-2012 94 555 82 257 93 61 61 4 10 3 12 6 0 0 0 0 0 0 3 11 0 +5872 1951 Graduation Single 60689 0 1 01-06-2013 23 240 90 216 63 6 24 4 4 4 10 3 0 0 0 0 0 0 3 11 0 +6568 1984 Graduation Married 38680 1 0 28-03-2013 97 11 0 36 15 5 12 1 2 0 3 7 0 0 0 0 0 0 3 11 0 +5628 1982 Graduation Together 61416 0 0 08-02-2013 25 848 154 323 201 61 78 1 10 3 10 6 1 0 0 0 0 0 3 11 0 +5631 1991 Graduation Single 49767 0 0 02-05-2013 92 202 47 197 55 42 149 1 5 4 8 4 0 0 0 0 0 0 3 11 0 +4974 1970 Graduation Single 83273 1 2 25-09-2012 98 433 89 650 16 102 102 10 4 6 9 7 0 0 0 0 0 0 3 11 0 +8416 1981 Graduation Married 29009 1 0 29-11-2013 19 6 6 15 10 5 2 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +5454 1979 Master Married 45057 1 0 01-12-2013 80 37 0 7 3 0 3 1 2 0 3 5 0 0 0 0 0 0 3 11 0 +4095 1971 Graduation Married 37150 1 0 11-09-2012 80 167 37 64 49 34 116 8 4 3 6 7 0 0 0 0 0 0 3 11 0 +5474 1970 Graduation Single 43020 1 0 30-11-2013 79 45 7 99 4 25 43 3 4 1 4 6 0 0 0 0 0 0 3 11 0 +4268 1959 Graduation Married 53154 0 1 09-06-2014 50 129 0 21 0 1 7 1 3 1 4 4 0 0 0 0 0 0 3 11 0 +10701 1973 Graduation Married 65308 0 0 11-09-2013 60 713 0 264 120 80 34 1 7 8 12 4 0 0 1 1 0 0 3 11 0 +3507 1970 Graduation Single 76467 1 0 17-08-2012 44 676 161 426 210 44 58 2 2 5 5 6 0 0 0 0 0 0 3 11 1 +2079 1947 2n Cycle Married 81044 0 0 27-12-2013 0 450 26 535 73 98 26 1 5 6 10 1 0 0 0 0 0 0 3 11 0 +626 1951 Graduation Married 32871 1 1 09-03-2013 28 22 2 12 0 2 5 1 1 0 3 4 0 0 0 0 0 0 3 11 0 +4426 1975 Graduation Single 55801 1 1 22-09-2013 35 367 4 51 6 4 95 6 7 2 6 7 0 0 0 1 0 0 3 11 0 +2591 1959 Graduation Widow 76320 0 1 22-06-2014 49 526 35 214 69 53 35 2 6 3 4 2 0 0 0 0 0 0 3 11 0 +10509 1955 Master Single 36927 1 1 02-06-2014 46 51 0 16 0 0 4 2 3 0 3 8 0 0 0 0 0 0 3 11 0 +6382 1953 Graduation Together 48794 1 1 26-06-2014 97 25 0 11 3 0 15 1 1 0 3 4 0 0 0 0 0 0 3 11 0 +6673 1965 Graduation Single 23478 0 0 19-03-2013 51 28 6 27 12 17 39 1 3 0 3 8 0 0 0 0 0 0 3 11 0 +7441 1973 Graduation Divorced 71128 1 0 06-10-2012 80 958 159 447 20 0 31 3 2 10 12 7 0 0 0 0 0 0 3 11 0 +1071 1976 PhD Divorced 70179 0 1 21-07-2013 10 532 88 168 69 44 133 3 7 3 13 5 0 0 0 0 0 0 3 11 0 +10061 1950 Graduation Married 59462 0 1 05-01-2013 29 724 17 143 0 8 196 2 9 2 12 7 0 0 0 0 0 0 3 11 0 +7187 1969 Master Together 1 1 18-05-2013 52 375 42 48 94 66 96 7 4 10 4 3 0 0 0 0 0 0 3 11 0 +8775 1969 Graduation Together 38361 1 0 27-12-2013 74 39 0 56 20 8 14 3 3 1 3 7 0 0 0 0 0 0 3 11 0 +1612 1981 PhD Single 1 0 31-05-2013 82 23 0 15 0 2 7 2 3 0 3 6 0 0 0 0 0 0 3 11 0 +2345 1982 PhD Together 70038 0 0 25-10-2013 54 587 54 348 71 54 130 1 4 4 8 2 0 0 0 0 0 0 3 11 0 +322 1978 Graduation Together 42554 1 1 12-01-2013 93 29 1 11 0 0 0 2 2 0 3 4 0 0 0 0 0 0 3 11 0 +10897 1974 Graduation Married 67445 0 1 12-08-2012 63 757 80 217 29 80 11 5 9 6 12 6 0 0 0 0 0 0 3 11 0 +123 1951 Graduation Widow 67046 0 1 06-01-2013 92 544 35 133 23 151 107 2 4 5 4 2 0 0 0 0 0 0 3 11 0 +6103 1948 Graduation Married 42192 0 0 06-09-2013 40 40 15 15 17 6 7 1 2 1 3 4 0 0 0 0 0 0 3 11 0 +7899 1952 PhD Married 77610 0 1 29-10-2012 70 1245 33 332 21 33 16 2 4 7 4 7 0 0 0 0 0 0 3 11 0 +10500 1984 Graduation Married 31761 1 0 05-04-2014 96 19 1 20 16 14 28 2 3 0 4 5 0 0 0 0 0 0 3 11 0 +1655 1979 Graduation Together 34350 1 0 19-10-2013 81 16 3 15 2 1 11 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +2406 1949 Graduation Together 54591 0 1 05-08-2013 63 376 4 94 12 9 24 3 6 2 8 5 0 0 0 0 0 0 3 11 0 +2712 1956 Graduation Married 71866 0 1 25-12-2013 85 184 178 178 103 39 33 1 6 3 10 3 0 0 0 0 0 0 3 11 0 +5517 1969 Graduation Married 25293 1 0 15-09-2013 51 15 0 11 0 2 9 1 1 1 2 8 0 0 0 0 0 0 3 11 0 +10643 1987 PhD Single 42000 0 0 10-01-2013 23 124 83 267 85 59 35 2 5 2 11 5 0 0 0 0 0 0 3 11 1 +2254 1983 Graduation Married 69520 0 0 07-07-2013 95 627 120 414 121 80 93 1 9 6 5 5 0 0 0 0 0 0 3 11 0 +10281 1970 Graduation Divorced 64713 1 0 07-02-2014 11 180 60 241 13 54 54 2 5 5 7 4 0 0 0 0 0 0 3 11 1 +6958 1977 Master Married 27889 1 0 05-07-2013 42 14 0 4 0 0 8 1 1 1 2 6 0 0 0 0 0 0 3 11 0 +954 1960 Basic Widow 22123 0 0 27-03-2014 77 3 3 24 34 7 31 1 2 1 3 5 0 0 0 0 0 0 3 11 0 +5079 1971 Graduation Married 1 1 03-03-2013 82 71 1 16 0 0 9 4 2 1 3 8 0 0 0 0 0 0 3 11 0 +10339 1954 Master Together 0 1 23-06-2013 83 161 0 22 0 0 24 2 4 1 4 6 0 0 0 0 0 0 3 11 0 +4643 1973 Graduation Married 27803 1 0 26-08-2012 40 8 26 46 38 9 49 2 3 0 4 8 0 0 0 0 0 0 3 11 0 +3117 1955 Graduation Single 0 1 18-10-2013 95 264 0 21 12 6 147 3 6 1 5 7 0 0 0 0 0 0 3 11 0 +6497 1960 Graduation Married 51651 0 1 07-11-2012 32 293 6 23 13 6 92 4 6 2 5 8 0 0 0 0 0 0 3 11 0 +5396 1988 Graduation Married 68487 0 0 13-01-2013 48 758 12 385 33 89 89 1 9 7 13 4 0 0 0 0 0 0 3 11 0 +5250 1943 Master Widow 0 0 30-10-2013 75 532 126 490 164 126 126 1 5 5 11 1 0 0 1 0 0 0 3 11 1 +1052 1969 Graduation Married 56796 0 1 16-02-2013 24 656 38 161 62 47 37 3 8 9 7 7 0 0 0 0 0 0 3 11 0 +2802 1992 2n Cycle Married 87000 0 0 15-12-2012 61 196 25 607 67 17 49 1 4 6 7 2 0 0 0 0 0 0 3 11 0 +6343 1959 Graduation Married 79823 0 1 31-03-2014 6 835 73 380 114 73 43 1 6 9 7 2 0 1 0 0 0 0 3 11 0 +6507 1980 Graduation Single 30828 1 0 04-10-2013 16 16 11 15 2 0 12 2 1 1 4 3 0 0 0 0 0 0 3 11 0 +7901 1971 Master Married 34109 0 1 06-11-2013 39 9 1 5 2 1 4 1 0 0 3 4 0 0 0 0 0 0 3 11 0 +4865 1974 Master Divorced 53367 1 1 31-08-2013 2 229 7 140 10 3 11 7 5 1 8 7 0 0 0 0 0 0 3 11 1 +2686 1969 Basic Together 22390 0 0 21-10-2013 49 0 1 4 15 1 5 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +3107 1976 Graduation Together 71322 0 1 02-05-2014 31 121 24 124 24 15 42 1 4 1 7 2 0 0 0 0 0 0 3 11 0 +7734 1993 Graduation Absurd 79244 0 0 19-12-2012 58 471 102 125 212 61 245 1 4 10 7 1 0 0 1 1 0 0 3 11 1 +1146 1949 Master Together 49912 0 1 07-09-2012 5 520 8 223 32 49 42 4 10 5 7 8 1 0 0 0 0 0 3 11 1 +11031 1950 PhD Married 48699 1 1 21-05-2013 90 26 1 10 2 0 1 1 1 0 3 5 0 0 0 0 0 0 3 11 0 +7428 1975 Graduation Together 80144 0 0 30-09-2013 47 240 132 445 250 192 108 1 3 7 8 1 0 0 0 0 0 0 3 11 0 +975 1956 Graduation Single 54252 1 1 28-05-2013 25 178 4 26 8 4 44 5 4 1 5 6 0 0 0 0 0 0 3 11 0 +1103 1976 Master Married 81929 1 0 29-09-2012 60 1486 55 278 49 0 185 2 4 4 10 6 1 0 1 0 0 0 3 11 1 +3422 1975 Graduation Married 76068 0 1 29-11-2012 67 1115 12 128 33 12 76 1 2 3 4 6 0 1 0 0 1 0 3 11 0 +1055 1976 Master Married 53204 1 1 20-03-2014 40 29 0 8 2 0 6 1 1 0 3 4 0 0 0 0 0 0 3 11 0 +6544 1949 PhD Together 67911 0 1 22-05-2014 63 529 0 356 63 28 0 3 6 7 11 3 0 0 0 0 0 0 3 11 0 +1241 1984 2n Cycle Married 14796 1 0 17-09-2012 1 13 3 8 7 4 16 2 1 0 3 9 0 0 0 0 0 0 3 11 1 +2909 1974 PhD Married 78128 0 1 19-02-2014 89 934 24 230 16 24 36 2 8 4 6 3 0 1 1 0 0 0 3 11 0 +5802 1972 Basic Married 14188 0 0 28-02-2013 40 2 7 11 16 12 27 1 2 0 4 6 0 0 0 0 0 0 3 11 0 +1407 1986 Basic Married 20425 1 0 29-10-2012 5 4 12 5 3 16 17 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +6183 1962 Master Married 58646 0 1 10-06-2013 3 62 1 44 6 5 22 1 2 1 4 4 0 0 0 0 0 0 3 11 0 +340 1970 Graduation Divorced 72967 0 1 15-12-2012 1 158 35 179 0 0 125 2 7 2 8 5 1 0 0 0 0 0 3 11 1 +5991 1949 Master Married 48150 0 1 08-06-2013 24 173 2 39 3 2 47 3 5 1 4 7 0 0 0 0 0 0 3 11 0 +3104 1961 Graduation Single 82332 0 0 17-09-2012 89 830 59 968 51 79 19 1 5 3 12 2 0 0 1 0 0 0 3 11 1 +9729 1955 Graduation Widow 58275 1 1 02-06-2013 48 189 10 253 56 43 64 6 8 2 7 7 0 0 0 0 0 0 3 11 0 +1008 1981 PhD Together 44953 0 0 21-12-2012 31 728 17 133 11 8 124 1 7 3 13 6 1 0 0 0 0 0 3 11 0 +11091 1953 Graduation Together 34587 1 1 16-05-2014 68 7 2 9 2 0 2 2 1 0 3 4 0 0 0 0 0 0 3 11 0 +3969 1974 Master Together 43018 0 1 01-11-2013 46 35 4 17 7 6 64 1 2 2 2 5 0 0 0 0 0 0 3 11 0 +1916 1954 Master Married 45736 0 1 24-07-2013 92 188 3 180 20 3 43 5 7 1 6 7 0 0 0 0 0 0 3 11 0 +9907 1969 Master Together 66476 0 1 04-12-2013 80 742 28 152 25 9 57 2 6 8 10 4 0 0 0 0 0 0 3 11 0 +87 1981 2n Cycle Married 27733 1 0 26-08-2013 16 0 7 5 26 2 17 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +8659 1952 PhD Together 69805 0 1 21-01-2014 50 750 71 174 13 10 20 2 6 8 11 2 0 0 0 0 0 0 3 11 0 +6262 1962 Master Single 72217 0 0 10-04-2013 93 816 42 450 55 56 154 1 3 10 8 2 0 0 0 0 0 0 3 11 0 +6147 1971 Graduation Divorced 25818 1 0 18-10-2012 51 5 2 8 2 2 9 1 0 1 2 7 0 0 0 0 0 0 3 11 0 +8832 1976 Master Together 37509 1 0 12-09-2012 24 37 5 56 12 8 5 2 3 0 4 7 0 0 0 0 0 0 3 11 0 +10067 1976 2n Cycle Together 25176 1 1 10-08-2013 79 4 0 4 0 0 5 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +7532 1980 Graduation Married 43586 0 1 30-08-2012 26 99 2 11 4 0 16 3 3 0 4 8 0 0 0 0 0 0 3 11 0 +4915 1956 2n Cycle Married 53230 0 1 03-08-2012 86 176 72 98 136 21 229 4 5 2 12 5 0 0 0 0 0 0 3 11 0 +2115 1957 Graduation Together 50116 1 1 20-06-2014 68 54 0 10 0 0 2 2 1 0 4 5 0 1 0 0 0 0 3 11 0 +2088 1972 Graduation Together 84906 0 0 04-10-2013 98 997 15 414 99 30 76 1 5 6 12 2 0 1 1 0 1 0 3 11 0 +2493 1966 Graduation Married 61286 0 1 02-08-2013 34 356 0 107 19 9 117 2 7 1 8 5 0 0 0 0 0 0 3 11 0 +6292 1986 PhD Married 82333 0 0 30-03-2013 60 1311 0 359 46 89 17 1 4 3 10 2 0 0 1 0 0 0 3 11 1 +1631 1965 PhD Together 65220 0 0 03-09-2012 3 890 63 292 0 25 12 4 8 4 7 6 0 0 0 0 0 0 3 11 1 +10104 1974 Graduation Together 33590 2 1 03-11-2013 65 4 0 2 0 0 2 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +3006 1976 Graduation Divorced 30992 1 0 22-04-2013 83 17 0 14 7 3 2 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +3919 1976 Master Single 72309 0 0 11-03-2013 64 960 0 883 50 38 0 1 5 6 8 3 0 0 0 1 0 0 3 11 1 +11181 1949 PhD Married 156924 0 0 29-08-2013 85 2 1 2 1 1 1 0 0 0 0 0 0 0 0 0 0 0 3 11 0 +642 1980 Basic Married 16005 1 0 14-08-2012 69 1 3 2 20 30 47 3 2 1 2 8 0 0 0 0 0 0 3 11 0 +4369 1957 Master Absurd 65487 0 0 10-01-2014 48 240 67 500 199 0 163 3 3 5 6 2 0 0 0 0 0 0 3 11 0 +10127 1965 Graduation Married 58692 0 1 06-04-2014 21 301 11 61 4 7 11 1 8 2 4 7 0 0 0 0 0 0 3 11 0 +271 1969 Graduation Widow 40590 1 1 02-10-2013 30 154 0 50 6 11 37 5 3 4 3 6 1 0 0 0 0 0 3 11 0 +4973 1970 Graduation Single 20587 1 0 11-05-2014 39 2 3 6 4 1 9 1 1 1 2 7 0 0 0 0 0 0 3 11 0 +2948 1954 Master Divorced 62637 0 1 01-03-2014 76 104 12 48 4 12 5 1 2 2 5 2 0 0 0 0 0 0 3 11 0 +2715 1966 Master Divorced 29435 1 1 06-08-2012 11 70 3 37 4 2 64 4 3 2 2 9 0 0 0 0 0 0 3 11 1 +10432 1974 Graduation Divorced 19346 1 0 30-01-2014 26 2 0 9 3 6 2 1 1 0 3 8 0 0 0 0 0 0 3 11 0 +9216 1971 Graduation Married 35788 1 1 23-01-2014 34 23 2 11 3 1 4 2 2 0 3 6 0 0 0 0 0 0 3 11 0 +7124 1968 Graduation Divorced 36997 1 1 01-02-2013 72 43 4 12 8 0 27 5 2 1 4 5 0 0 0 0 0 0 3 11 0 +9727 1957 Graduation Married 23539 0 0 28-02-2014 13 4 24 11 16 1 25 1 2 0 4 6 0 0 0 0 0 0 3 11 0 +5136 1973 Graduation Single 65333 0 1 17-01-2014 58 654 7 92 0 15 30 7 9 4 8 6 0 1 1 0 0 0 3 11 0 +9790 1957 Graduation Single 78499 0 0 23-11-2013 12 912 72 170 47 36 97 1 11 3 4 4 0 0 1 0 0 0 3 11 1 +1818 1971 PhD Together 29732 1 0 25-03-2014 23 25 0 8 0 1 4 1 2 0 2 9 0 0 0 0 0 0 3 11 0 +1100 1960 Master Together 41275 1 2 24-03-2014 33 24 4 22 0 2 9 4 3 1 3 5 0 0 0 0 0 0 3 11 0 +7873 1973 PhD Together 63516 1 1 06-07-2013 30 141 11 114 15 14 5 4 4 1 7 5 0 0 0 0 0 0 3 11 0 +10609 1962 PhD Married 42769 0 1 12-10-2013 15 71 0 13 3 1 0 2 1 1 4 4 0 0 0 0 0 0 3 11 0 +6950 1958 Master Married 49572 1 1 15-12-2013 25 35 1 16 0 1 1 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +7233 1972 Graduation Married 69209 0 0 17-09-2012 4 496 32 849 229 48 128 2 5 3 6 4 0 0 0 1 0 0 3 11 0 +9481 1976 Graduation Married 17148 1 0 28-01-2014 80 9 9 11 13 10 16 4 3 1 3 8 0 0 0 0 0 0 3 11 0 +7699 1969 Graduation Widow 40590 1 1 02-10-2013 30 154 0 50 6 11 37 5 3 4 3 6 1 0 0 0 0 0 3 11 0 +2711 1976 Master Together 30560 1 0 27-06-2013 6 9 1 5 4 5 7 1 1 0 3 7 0 0 0 0 0 0 3 11 0 +8933 1983 2n Cycle Married 32146 1 0 12-05-2014 16 26 3 23 4 7 3 2 2 0 4 6 0 0 0 0 0 0 3 11 0 +8726 1964 2n Cycle Divorced 41713 1 1 29-04-2014 57 77 8 44 10 10 25 5 3 1 4 6 0 0 0 0 0 0 3 11 0 +1515 1975 Master Together 34176 0 1 22-01-2014 9 11 2 7 4 2 2 1 1 0 3 3 0 0 0 0 0 0 3 11 0 +5186 1955 PhD Married 58482 0 1 12-03-2014 59 576 7 115 19 7 7 2 7 4 9 6 0 1 0 0 0 0 3 11 0 +10157 1965 Graduation Single 59686 0 1 25-01-2014 78 89 15 89 34 42 5 1 4 1 6 4 0 0 0 0 0 0 3 11 0 +5667 1964 PhD Married 60896 0 1 11-10-2012 90 1013 30 399 60 46 153 3 9 10 4 6 0 0 0 0 0 0 3 11 1 +902 1980 Graduation Together 62994 1 0 04-03-2014 74 224 12 48 4 12 12 1 6 2 4 6 0 0 0 0 0 0 3 11 0 +977 1957 Graduation Together 47320 0 1 01-08-2013 10 200 19 111 50 15 19 6 5 1 8 6 0 0 0 0 0 0 3 11 0 +7313 1949 2n Cycle Widow 74859 0 0 03-06-2013 63 570 73 614 133 102 73 1 6 5 11 3 0 0 0 1 0 0 3 11 0 +7600 1992 Basic Single 15253 1 0 28-10-2013 13 1 3 3 8 1 13 2 1 0 3 7 0 0 0 0 0 0 3 11 0 +9706 1974 PhD Single 31560 1 0 24-06-2013 98 62 1 20 4 0 7 2 2 1 3 8 0 0 0 0 0 0 3 11 0 +2429 1954 Graduation Divorced 72071 0 1 14-02-2013 4 531 69 300 150 138 150 3 5 4 8 2 0 0 0 0 0 0 3 11 0 +3520 1990 Master Single 91172 0 0 27-03-2013 94 162 28 818 0 28 56 0 4 3 7 3 1 0 1 1 1 0 3 11 1 +10394 1984 Graduation Married 90000 0 0 23-12-2013 91 675 144 133 94 192 241 1 4 8 5 1 1 0 1 1 0 0 3 11 0 +4548 1981 Graduation Single 41967 1 1 23-11-2013 66 23 4 10 0 2 15 1 1 0 3 4 0 0 0 0 0 0 3 11 0 +9362 1965 Graduation Single 69263 0 1 05-03-2014 14 492 5 32 13 5 21 1 9 1 7 6 0 1 0 0 0 0 3 11 0 +3968 1970 2n Cycle Divorced 65706 0 0 28-06-2013 77 918 10 129 13 0 129 1 11 3 12 7 0 1 1 0 1 0 3 11 1 +4084 1975 Graduation Together 60934 0 1 17-01-2014 41 224 155 155 192 93 54 2 6 4 11 4 0 0 0 0 0 0 3 11 0 +6721 1951 Graduation Married 71965 0 1 29-07-2013 21 572 19 286 50 38 248 3 6 3 5 3 0 0 0 0 0 0 3 11 0 +2829 1955 Graduation Married 65210 0 1 10-03-2014 25 626 0 70 0 7 28 2 9 3 8 6 0 1 0 1 0 0 3 11 0 +1772 1975 PhD Married 79174 0 0 11-01-2013 2 1074 37 518 193 92 129 1 5 6 7 2 0 0 1 1 0 0 3 11 1 +1544 1967 Master Divorced 81380 0 0 22-12-2012 51 741 68 689 224 68 103 1 4 2 10 2 0 0 0 0 0 0 3 11 0 +492 1973 PhD YOLO 48432 0 1 18-10-2012 3 322 3 50 4 3 42 5 7 1 6 8 0 0 0 0 0 0 3 11 0 +4377 1971 Graduation Married 52914 0 1 07-01-2013 32 254 10 44 30 10 227 2 7 3 3 7 1 0 0 0 0 0 3 11 0 +4541 1955 Graduation Together 38946 0 1 24-10-2013 84 116 6 82 6 6 41 2 3 1 6 5 0 0 0 0 0 0 3 11 0 +1321 1974 Graduation Married 26067 1 0 04-11-2013 49 22 2 18 0 2 12 3 3 0 3 8 0 0 0 0 0 0 3 11 0 +8858 1972 PhD Married 44325 0 1 07-03-2013 69 516 0 21 0 0 5 4 8 2 7 8 0 1 0 0 0 0 3 11 0 +3266 1964 Graduation Married 42523 0 0 23-04-2014 96 14 36 11 3 26 35 1 1 1 4 2 0 0 0 0 0 0 3 11 0 +11187 1978 Basic Single 26487 1 0 20-05-2013 23 2 8 10 12 14 23 3 2 1 3 5 0 0 0 0 0 0 3 11 0 +8207 1957 2n Cycle Married 53233 0 1 18-03-2014 18 28 0 9 3 0 0 1 1 0 3 4 0 0 0 0 0 0 3 11 0 +9723 1960 Graduation Married 67716 0 1 10-01-2013 8 530 142 217 62 9 56 4 7 4 13 5 0 1 0 0 0 0 3 11 0 +2666 1972 Master Married 76234 0 1 06-02-2014 21 519 50 167 130 0 41 1 8 3 11 3 0 1 0 0 0 0 3 11 0 +5721 1956 PhD Married 84117 0 0 11-05-2014 60 611 76 749 59 45 26 1 7 10 6 2 0 0 1 0 0 0 3 11 0 +10652 1957 Master Together 65487 0 0 10-01-2014 48 240 67 500 199 0 163 3 3 5 6 2 0 0 0 0 0 0 3 11 0 +1646 1972 Basic Married 25224 1 0 16-03-2014 36 4 9 12 11 2 8 2 1 1 3 3 0 0 0 0 0 0 3 11 0 +4418 1983 Master Single 89616 0 0 25-02-2013 36 671 47 655 145 111 15 1 7 5 12 2 0 0 0 0 0 0 3 11 1 +2656 1971 Graduation Divorced 40851 1 1 21-02-2013 63 23 1 7 0 4 24 1 1 1 2 7 0 0 0 0 0 0 3 11 0 +7990 1947 Graduation Married 27469 0 0 02-08-2012 2 9 1 2 3 2 0 1 0 0 3 6 0 0 0 0 0 0 3 11 0 +8722 1957 2n Cycle Married 82347 0 0 06-11-2012 38 556 54 845 202 133 63 1 7 7 10 3 1 0 0 1 0 0 3 11 1 +7118 1957 Graduation Married 73803 0 1 01-08-2012 61 833 80 363 52 26 174 2 9 5 6 6 1 0 0 0 0 0 3 11 1 +2980 1952 Master Single 8820 1 1 22-03-2013 52 12 0 13 4 2 4 4 3 0 3 8 0 0 0 0 0 0 3 11 0 +1839 1974 Graduation Single 43322 0 0 21-04-2014 25 56 7 48 10 2 18 1 3 0 4 7 0 0 0 0 0 0 3 11 0 +10722 1973 Graduation Together 55593 0 1 21-08-2013 63 293 8 124 11 4 106 2 6 6 3 6 1 0 0 0 0 0 3 11 0 +2632 1954 Graduation Married 50501 1 1 18-06-2013 10 297 0 38 13 0 152 7 5 4 4 6 1 0 0 0 0 0 3 11 1 +9014 1975 Graduation Married 37085 1 1 26-06-2014 65 39 1 16 2 0 3 4 3 0 3 8 0 0 0 0 0 0 3 11 0 +7620 1990 Basic Single 16185 1 0 05-08-2013 71 5 11 16 21 8 45 2 2 2 2 8 0 0 0 0 0 0 3 11 0 +10968 1969 Graduation Single 57731 0 1 23-11-2012 0 266 21 300 65 8 44 4 8 8 6 6 0 0 0 0 0 0 3 11 0 +11133 1973 PhD YOLO 48432 0 1 18-10-2012 3 322 3 50 4 3 42 5 7 1 6 8 0 0 0 0 0 0 3 11 1 +2736 1978 Graduation Married 73807 0 1 02-01-2013 88 366 124 156 71 78 54 2 5 5 11 2 0 0 0 0 0 0 3 11 0 +1876 1990 Graduation Married 18929 0 0 16-02-2013 15 32 0 8 23 4 18 1 1 0 4 6 0 0 0 0 0 0 3 11 0 +5959 1968 Graduation Single 35893 1 1 15-10-2012 80 158 0 23 0 0 18 6 3 1 5 8 0 0 0 0 0 0 3 11 0 +1092 1980 Graduation Married 61014 0 1 11-08-2012 17 269 129 495 182 43 29 4 9 3 4 7 0 0 0 0 0 0 3 11 0 +4333 1954 Graduation Together 32144 1 1 23-03-2014 76 41 0 10 0 0 3 4 2 1 3 7 0 1 0 0 0 0 3 11 0 +3850 1963 Basic Together 14918 0 1 07-12-2012 52 3 3 3 15 4 15 1 1 0 3 6 0 0 0 0 0 0 3 11 0 +6168 1963 Graduation Divorced 45146 1 1 15-07-2013 28 33 0 5 0 0 15 2 1 1 2 4 0 0 0 0 0 0 3 11 0 +607 1955 2n Cycle Divorced 41769 0 1 13-02-2013 31 302 29 131 32 0 27 6 8 1 7 8 0 0 0 0 0 0 3 11 0 +10469 1981 Graduation Together 88325 0 0 05-02-2014 42 519 71 860 93 27 53 1 6 2 9 2 0 0 0 0 0 0 3 11 0 +6983 1950 Master Divorced 38054 1 1 01-05-2014 24 23 2 17 2 1 0 2 2 0 3 7 0 0 0 0 0 0 3 11 0 +3661 1995 2n Cycle Single 80617 0 0 12-10-2012 42 594 51 631 72 55 32 1 4 6 8 2 0 0 0 0 0 0 3 11 0 +9303 1976 Graduation Married 5305 0 1 30-07-2013 12 12 4 7 1 3 5 0 1 0 0 13 0 0 0 0 0 0 3 11 0 +692 1954 Graduation Together 36807 1 1 20-12-2012 88 4 2 5 0 0 5 1 1 0 2 6 0 0 0 0 0 0 3 11 0 +736 1983 Graduation Together 28427 1 0 21-03-2013 67 18 3 19 3 3 6 2 2 0 3 8 0 0 0 0 0 0 3 11 0 +9589 1948 PhD Widow 82032 0 0 05-04-2014 54 332 194 377 149 125 57 0 4 6 7 1 0 0 0 0 0 0 3 11 0 +4838 1978 Graduation Together 22775 1 0 19-06-2013 40 5 1 8 0 0 1 1 1 0 2 8 0 0 0 0 0 0 3 11 0 +9246 1985 Master Together 40101 1 0 14-10-2012 73 171 3 129 26 24 62 4 6 1 6 7 0 0 0 0 0 0 3 11 0 +6261 1979 Graduation Married 58025 0 1 26-11-2013 81 270 31 88 11 48 22 3 3 2 10 4 0 0 0 0 0 0 3 11 0 +7366 1982 Master Single 75777 0 0 04-07-2013 12 712 26 538 69 13 80 1 3 6 11 1 0 1 1 0 0 0 3 11 1 +10659 1979 2n Cycle Together 7500 1 0 07-05-2013 7 2 8 11 3 8 21 4 3 2 2 7 0 0 0 0 0 0 3 11 0 +1448 1963 Master Married 33562 1 2 25-06-2014 33 21 12 12 0 3 3 3 2 0 4 4 0 0 0 0 0 0 3 11 0 +4286 1970 PhD Single 57642 0 1 09-01-2014 24 580 6 58 8 0 27 3 7 6 6 4 1 0 0 0 0 0 3 11 0 +4749 1968 Graduation Together 58554 1 1 26-09-2012 55 368 24 68 38 0 88 6 8 2 6 7 0 0 0 0 0 0 3 11 0 +4478 1979 Graduation Married 63777 1 1 24-03-2013 87 457 5 106 15 17 53 8 11 1 6 8 0 0 0 0 0 0 3 11 0 +4201 1962 Graduation Single 57967 0 1 03-03-2013 39 229 7 137 4 0 91 5 4 2 8 5 0 0 0 0 0 0 3 11 0 +8720 1978 2n Cycle Together 0 0 12-08-2012 53 32 2 1607 12 4 22 0 0 0 1 0 0 1 0 0 0 0 3 11 0 +10084 1972 Graduation Married 24434 2 0 18-05-2014 9 3 2 8 20 0 17 2 2 1 2 7 0 0 0 0 0 0 3 11 0 +7004 1984 Graduation Single 11012 1 0 16-03-2013 82 24 3 26 7 1 23 3 3 1 2 9 1 0 0 0 0 0 3 11 0 +9817 1970 Master Single 44802 0 0 21-08-2012 71 853 10 143 13 10 20 2 9 4 12 8 0 0 0 0 0 0 3 11 0 +8080 1986 Graduation Single 26816 0 0 17-08-2012 50 5 1 6 3 4 3 1 0 0 3 4 0 0 0 0 0 0 3 11 0 +9432 1977 Graduation Together 666666 1 0 02-06-2013 23 9 14 18 8 1 12 4 3 1 3 6 0 0 0 0 0 0 3 11 0 +8372 1974 Graduation Married 34421 1 0 01-07-2013 81 3 3 7 6 2 9 1 1 0 2 7 0 0 0 0 0 0 3 11 0 +10870 1967 Graduation Married 61223 0 1 13-06-2013 46 709 43 182 42 118 247 2 9 3 4 5 0 0 0 0 0 0 3 11 0 +4001 1946 PhD Together 64014 2 1 10-06-2014 56 406 0 30 0 0 8 7 8 2 5 7 0 0 0 1 0 0 3 11 0 +7270 1981 Graduation Divorced 56981 0 0 25-01-2014 91 908 48 217 32 12 24 1 2 3 13 6 0 1 0 0 0 0 3 11 0 +8235 1956 Master Together 69245 0 1 24-01-2014 8 428 30 214 80 30 61 2 6 5 10 3 0 0 0 0 0 0 3 11 0 +9405 1954 PhD Married 52869 1 1 15-10-2012 40 84 3 61 2 1 21 3 3 1 4 7 0 0 0 0 0 0 3 11 1 diff --git a/lab_1/lab1.ipynb b/lab_1/lab1.ipynb new file mode 100644 index 0000000..56f9be3 --- /dev/null +++ b/lab_1/lab1.ipynb @@ -0,0 +1,163 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Lab1 PIbd-31 MalafeevL.S.**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "*Загружаем датасет по варианту*" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "df = pd.read_csv(\".//datasetlab1//marketing_campaign.csv\", sep=\"\\t\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "*Создаём первую диаграмму. Распеределяет по годам рождения клиентов*" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "plt.hist(df['Year_Birth'], bins=20, color='lightblue', edgecolor='black')\n", + "plt.title('Распределение по годам рождения клиентов')\n", + "plt.xlabel('Год рождения')\n", + "plt.ylabel('Количество клиентов')\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "*Вторая диаграмма. Столбчатая диаграмма расходов на вина, фрукты и мясо*" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "categories = ['MntWines', 'MntFruits', 'MntMeatProducts']\n", + "total_spent = df[categories].sum()\n", + "plt.figure(figsize=(10, 6))\n", + "total_spent.plot(kind='bar', color=['purple', 'green', 'red'], edgecolor='black')\n", + "plt.title('Суммарные расходы на вина, фрукты и мясо')\n", + "plt.xlabel('Категории продуктов')\n", + "plt.ylabel('Суммарные расходы')\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "*Третья диаграмма. Срез данных до 30 строки. Расходы также на вино, фрукты и мясо, но первые 30 строк*" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df_slice = df.iloc[0:30]\n", + "df_slice_expenses = df_slice[['MntWines', 'MntFruits', 'MntMeatProducts']]\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "df_slice_expenses.plot(kind='line', marker='o')\n", + "plt.title('Расходы на вина, фрукты и мясо (срез данных: первые 30 строк)')\n", + "plt.xlabel('Клиенты (срез)')\n", + "plt.ylabel('Расходы')\n", + "plt.grid(True)\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "miivenv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.5" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}