questions Question Possible 1 2 3 4 5 6 total Earned 20 20 5 5 25 25 100 20 20 5 5 25 25 100 Useful Signs ≥ ≤ ≠ μ σ Some of the following statements refer to the null hypothesis, some to the alternate hypothesis. State the nu 1 hypothesis. Ha, in terms of the appropriate parameter (μ or p). a The mean number of years Americans work before retiring is 34. b An urban police department claims that the proportion of crimes committed after dusk will fa c The mean starting salary for San Jose State University graduates is at least $100,000 per year. d Fewer than 5% of adults ride the bus to work in Los Angeles. e Expedia would like to test if the average round-trip airfare between Philadelphia and Dublin is f A university interested in tracking its honors program believes that the proportion of graduate It is generally believed that no more than 0.50 of all babies in a town in Texas are born out of wedlock politician claims that the proportion of babies born out of wedlock is increasing. a b c d What is the population parameter of interest in testing the politicians claim? What is the statistic that is used in this hypothesis test? Is this a one sided or two sided test? What are the hypotheses? 3 Excel's function ________ returns the p -value for a right-tailed test of the population mean, when the raw da Page 1 questions 4 To obtain the p -value for a right-tailed test of the population mean, when σ is unknown, we use the Excel's f 5 Using the INCOME variable from the dataset, address the following questions: a) what is the average INCOME of respondents in this dataset? b) The Census states that the average income of the US population is $50,000 and a standard devation of $10 determine if the income of respondents in this dataset is greater than the total US population. Show your hy alpha, p-value, decision to reject or fail to reject and your interpretation. a) Hypotheses (in mathematical notation) b) alpha c) test statistic d) p value e) decision f) interpretation Using the dataset in this file, test whether or not the data support the statement that the average amoutn sp 6 (MNTSWEETPRODUCTS) is less than $28. Page 2 questions Page 3 questions Rules 1) show your work using excel when possible. 2) Highlights your final answer by filling the cell with yellow 3) If you use another worksheet, give it an appropriate name (#2) and reference it on this page 4) all final answers should be on this page 5) do not delete the points table Your assignment will be returned to you with corrections / answers. Read through ternate hypothesis. State the null hypothesis, H 0, and the alternative es committed after dusk will fall below the current level of 0.84 if LED streetlights are installed. es is at least $100,000 per year. ween Philadelphia and Dublin is less than $2,100. that the proportion of graduates with a GPA of 3.00 or below is less than 0.20. In a sample of 200 graduates, 30 students have a GPA of 3 Texas are born out of wedlock. A reasing. iticians claim? pulation mean, when the raw data is available and alpha is known. Page 4 questions s unknown, we use the Excel's function ________. and a standard devation of $10,000. Conduct a hypothesis test to al US population. Show your hypotheses, test statistic calcuations, ent that the average amoutn spent on sweet products Page 5 questions Page 6 questions uates, 30 students have a GPA of 3.00 or below Page 7 Age 19 19 20 20 20 20 20 21 21 21 22 22 22 22 22 23 23 23 23 23 23 23 23 23 23 23 23 23 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 29 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 32 32 32 32 32 32 32 32 32 32 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43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 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54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 68 68 68 68 68 68 68 68 68 68 68 68 68 68 68 68 69 69 69 69 69 69 69 69 69 69 69 69 69 69 69 69 70 70 70 70 70 70 70 70 71 71 71 71 71 71 71 72 72 72 72 72 72 72 74 75 Age Marital_St Teenhom Education atus Kidhome e Age Categorical Income Age Categorical 19 18 to 29 2n Cycle Married 7500 < 20k 0 0 19 18 to 29 Basic Married 14421 < 20k 0 0 20 18 to 29 GraduationSingle 34824 20k - 39999 0 0 20 18 to 29 GraduationSingle 34824 20k - 39999 0 0 20 18 to 29 GraduationSingle 71163 60k - 89999 0 0 20 18 to 29 2n Cycle Single 80617 80k - 99999 0 0 20 18 to 29 2n Cycle Single 83257 80k - 99999 0 0 21 18 to 29 GraduationTogether 80134 80k - 99999 0 0 21 18 to 29 GraduationTogether 80685 80k - 99999 0 0 21 18 to 29 GraduationSingle 95529 80k - 99999 0 0 22 18 to 29 GraduationSingle 70515 60k - 89999 0 0 22 18 to 29 GraduationSingle 72354 60k - 89999 0 0 22 18 to 29 GraduationSingle 74293 60k - 89999 0 0 22 18 to 29 GraduationSingle 74293 60k - 89999 0 0 22 18 to 29 GraduationAbsurd 79244 60k - 89999 0 0 23 18 to 29 Basic Single 7500 < 20k 1 0 23 18 to 29 Basic Single 15253 < 20k 1 0 23 18 to 29 Basic Married 17256 < 20k 1 0 23 18 to 29 Basic Single 18746 < 20k 1 0 23 18 to 29 GraduationMarried 34935 20k - 39999 0 0 23 18 to 29 GraduationMarried 34935 20k - 39999 0 0 23 18 to 29 Master Together 42670 40k - 59999 0 0 23 18 to 29 GraduationSingle 48789 40k - 59999 0 0 23 18 to 29 GraduationTogether 63207 60k - 89999 0 0 23 18 to 29 GraduationTogether 75114 60k - 89999 0 0 23 18 to 29 GraduationSingle 83528 80k - 99999 0 0 23 18 to 29 2n Cycle Married 87000 80k - 99999 0 0 23 18 to 29 Master Single 92859 80k - 99999 0 0 24 18 to 29 GraduationSingle 8028 < 20k 0 0 24 18 to 29 2n Cycle Together 20193 20k - 39999 0 0 24 18 to 29 Basic Single 26868 20k - 39999 1 0 24 18 to 29 GraduationMarried 42691 40k - 59999 0 0 24 18 to 29 GraduationSingle 49767 40k - 59999 0 0 24 18 to 29 GraduationMarried 51373 40k - 59999 0 0 24 18 to 29 2n Cycle Single 61618 60k - 89999 0 0 24 18 to 29 PhD Single 68126 60k - 89999 0 0 24 18 to 29 PhD Together 68682 60k - 89999 0 0 24 18 to 29 PhD Together 68682 60k - 89999 0 0 24 18 to 29 GraduationSingle 86037 80k - 99999 0 0 24 18 to 29 GraduationTogether 89891 80k - 99999 0 0 24 18 to 29 GraduationSingle 90273 80k - 99999 0 0 24 18 to 29 Master Single 90638 80k - 99999 0 0 24 18 to 29 Master Single 90638 80k - 99999 0 0 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 25 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 26 18 to 29 Basic Single GraduationMarried GraduationMarried GraduationMarried GraduationMarried GraduationMarried Basic Married 2n Cycle Married GraduationSingle GraduationMarried GraduationSingle GraduationMarried 2n Cycle Single GraduationSingle GraduationMarried PhD Married Master Single GraduationSingle GraduationSingle 2n Cycle Together Master Divorced Master Divorced Basic Married GraduationSingle GraduationSingle Basic Married GraduationMarried GraduationMarried GraduationSingle GraduationSingle GraduationTogether PhD Single PhD Single GraduationMarried GraduationMarried 2n Cycle Together GraduationMarried GraduationSingle 2n Cycle Married GraduationSingle PhD Together GraduationMarried PhD Together GraduationSingle GraduationSingle 2n Cycle Married Master Together 16185 < 20k 18222 < 20k 18351 < 20k 18929 < 20k 18929 < 20k 18929 < 20k 24279 20k - 39999 24683 20k - 39999 26095 20k - 39999 30093 20k - 39999 34412 20k - 39999 35765 20k - 39999 51250 40k - 59999 64509 60k - 89999 73687 60k - 89999 74214 60k - 89999 91172 80k - 99999 96843 80k - 99999 9255 < 20k 10404 < 20k 10979 < 20k 10979 < 20k 17487 < 20k 18358 < 20k 21474 20k - 39999 25443 20k - 39999 28691 20k - 39999 28691 20k - 39999 30279 20k - 39999 30279 20k - 39999 31928 20k - 39999 33996 20k - 39999 33996 20k - 39999 37155 20k - 39999 38360 20k - 39999 38683 20k - 39999 42387 40k - 59999 46107 40k - 59999 59060 40k - 59999 64449 60k - 89999 66973 60k - 89999 75433 60k - 89999 77845 60k - 89999 81217 80k - 99999 81217 80k - 99999 85710 80k - 99999 88420 80k - 99999 1 0 0 0 0 0 0 1 1 0 1 1 1 0 0 0 0 0 1 1 0 0 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 27 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 GraduationMarried Basic Together 2n Cycle Married 2n Cycle Married GraduationSingle 2n Cycle Single 2n Cycle Married GraduationMarried GraduationSingle GraduationSingle GraduationTogether GraduationAlone GraduationSingle 2n Cycle Divorced GraduationMarried GraduationSingle GraduationTogether 2n Cycle Together GraduationSingle PhD Married PhD Married GraduationMarried GraduationMarried GraduationSingle GraduationSingle Master Married GraduationMarried GraduationMarried GraduationTogether Master Single GraduationMarried Basic Single GraduationMarried GraduationTogether Basic Single GraduationTogether GraduationSingle 2n Cycle Single GraduationMarried GraduationSingle 2n Cycle Married Master Single PhD Single PhD Single GraduationSingle PhD Married GraduationSingle < 20k 13724 < 20k 15716 < 20k 16248 < 20k 20518 20k - 39999 23331 20k - 39999 23331 20k - 39999 24645 20k - 39999 25008 20k - 39999 27938 20k - 39999 29604 20k - 39999 34176 20k - 39999 34176 20k - 39999 35388 20k - 39999 38872 20k - 39999 39747 20k - 39999 41883 40k - 59999 45204 40k - 59999 66951 60k - 89999 67546 60k - 89999 67546 60k - 89999 68487 60k - 89999 68487 60k - 89999 68655 60k - 89999 68655 60k - 89999 78285 60k - 89999 84219 80k - 99999 84219 80k - 99999 87679 80k - 99999 90247 80k - 99999 7500 < 20k 15038 < 20k 17323 < 20k 18227 < 20k 21063 20k - 39999 22434 20k - 39999 23442 20k - 39999 23830 20k - 39999 25545 20k - 39999 29236 20k - 39999 30390 20k - 39999 41020 40k - 59999 42000 40k - 59999 42000 40k - 59999 46923 40k - 59999 51563 40k - 59999 57100 40k - 59999 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 1 0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 28 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 Master Divorced GraduationTogether GraduationTogether Master Married Master Single PhD Single GraduationMarried GraduationDivorced GraduationDivorced PhD Single 2n Cycle Married Basic Single Basic Single Master Single Basic Married Basic Married 2n Cycle Together GraduationDivorced Master Single 2n Cycle Married GraduationMarried GraduationMarried GraduationMarried GraduationSingle GraduationSingle Master Married Master Married PhD Single GraduationMarried GraduationTogether PhD Together GraduationTogether PhD Together GraduationMarried GraduationSingle GraduationDivorced Master Together Master Together PhD Married PhD Single GraduationMarried GraduationMarried GraduationTogether GraduationMarried Master Married 2n Cycle Single PhD Married 61787 60k - 89999 67430 60k - 89999 67605 60k - 89999 73395 60k - 89999 73454 60k - 89999 74004 60k - 89999 75794 60k - 89999 81361 80k - 99999 81361 80k - 99999 95169 80k - 99999 7500 < 20k 8940 < 20k 14906 < 20k 19485 < 20k 20425 20k - 39999 20425 20k - 39999 20491 20k - 39999 21846 20k - 39999 21888 20k - 39999 21955 20k - 39999 22518 20k - 39999 23477 20k - 39999 25252 20k - 39999 26576 20k - 39999 26816 20k - 39999 27161 20k - 39999 28072 20k - 39999 29999 20k - 39999 32880 20k - 39999 33235 20k - 39999 34320 20k - 39999 34728 20k - 39999 38197 20k - 39999 38508 20k - 39999 39146 20k - 39999 41411 40k - 59999 42386 40k - 59999 42386 40k - 59999 45921 40k - 59999 69867 60k - 89999 71952 60k - 89999 71952 60k - 89999 78394 60k - 89999 79529 60k - 89999 80141 80k - 99999 80910 80k - 99999 82333 80k - 99999 0 0 0 0 0 0 0 0 0 0 1 1 0 2 1 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 29 18 to 29 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 30 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 GraduationTogether GraduationMarried PhD Together GraduationMarried GraduationSingle 2n Cycle Together Basic Single PhD Married Master Married GraduationMarried GraduationMarried Master Married GraduationMarried GraduationSingle 2n Cycle Married GraduationTogether GraduationSingle GraduationSingle GraduationSingle PhD Single GraduationMarried PhD Married 2n Cycle Single 2n Cycle Married PhD Single Master Together 2n Cycle Single GraduationMarried GraduationTogether GraduationMarried PhD Married GraduationSingle GraduationSingle GraduationSingle GraduationMarried GraduationSingle GraduationMarried GraduationSingle 2n Cycle Married GraduationTogether PhD Single GraduationTogether Master Single PhD Married GraduationMarried GraduationTogether GraduationMarried 83033 80k - 99999 83512 80k - 99999 91820 80k - 99999 92910 80k - 99999 < 20k 7500 < 20k 16581 < 20k 18169 < 20k 19510 < 20k 19986 < 20k 19986 < 20k 20559 20k - 39999 21355 20k - 39999 22327 20k - 39999 23148 20k - 39999 29103 20k - 39999 29760 20k - 39999 29760 20k - 39999 29938 20k - 39999 30298 20k - 39999 31158 20k - 39999 33454 20k - 39999 33812 20k - 39999 36145 20k - 39999 37929 20k - 39999 40101 40k - 59999 41473 40k - 59999 44322 40k - 59999 54006 40k - 59999 55357 40k - 59999 64355 60k - 89999 66503 60k - 89999 70596 60k - 89999 70596 60k - 89999 70951 60k - 89999 72903 60k - 89999 92533 80k - 99999 11012 < 20k 14796 < 20k 15345 < 20k 16269 < 20k 16529 < 20k 18890 < 20k 18988 < 20k 23228 20k - 39999 23976 20k - 39999 24570 20k - 39999 1 0 0 0 1 1 0 1 2 1 1 1 1 1 0 1 1 1 1 0 1 1 1 1 0 1 1 1 1 2 1 1 0 0 0 0 0 1 1 1 1 1 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 31 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 Basic Single GraduationTogether GraduationMarried Master Married Master Single GraduationMarried 2n Cycle Together GraduationSingle GraduationTogether GraduationTogether 2n Cycle Married GraduationSingle GraduationTogether PhD Married GraduationMarried PhD Single GraduationMarried Master Married PhD Single GraduationSingle GraduationMarried 2n Cycle Married PhD Married GraduationMarried PhD Married GraduationSingle PhD Single GraduationMarried PhD Together GraduationTogether GraduationSingle PhD Married GraduationSingle GraduationMarried Master Married Master Married GraduationTogether GraduationTogether GraduationTogether GraduationMarried GraduationMarried Master Single 2n Cycle Married PhD Married Master Married GraduationTogether Master Married 25707 20k - 39999 26646 20k - 39999 27255 20k - 39999 30477 20k - 39999 31385 20k - 39999 31761 20k - 39999 32414 20k - 39999 34738 20k - 39999 35196 20k - 39999 35196 20k - 39999 35684 20k - 39999 36108 20k - 39999 37235 20k - 39999 38175 20k - 39999 38680 20k - 39999 39684 20k - 39999 40059 40k - 59999 42207 40k - 59999 42710 40k - 59999 52413 40k - 59999 55434 40k - 59999 65370 60k - 89999 70643 60k - 89999 72570 60k - 89999 73356 60k - 89999 79607 60k - 89999 82733 80k - 99999 90000 80k - 99999 21840 20k - 39999 22010 20k - 39999 22148 20k - 39999 23536 20k - 39999 24072 20k - 39999 25271 20k - 39999 27100 20k - 39999 27100 20k - 39999 28359 20k - 39999 28427 20k - 39999 28427 20k - 39999 30096 20k - 39999 30096 20k - 39999 31788 20k - 39999 32146 20k - 39999 33569 20k - 39999 35876 20k - 39999 36075 20k - 39999 36262 20k - 39999 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 32 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 GraduationMarried GraduationTogether GraduationSingle GraduationTogether GraduationMarried GraduationMarried GraduationMarried GraduationTogether PhD Married PhD Married GraduationMarried PhD Together GraduationMarried GraduationTogether 2n Cycle Single GraduationDivorced PhD Married PhD Single Master Single PhD Divorced PhD Married GraduationSingle GraduationMarried Master Single Master Together GraduationTogether Master Married GraduationMarried 2n Cycle Single Master Together Basic Single GraduationMarried Master Together GraduationSingle GraduationMarried PhD Together GraduationMarried PhD Single GraduationSingle GraduationTogether 2n Cycle Together GraduationMarried Master Married GraduationTogether GraduationTogether 2n Cycle Married 2n Cycle Together 36790 20k - 39999 37292 20k - 39999 39062 20k - 39999 39453 20k - 39999 39922 20k - 39999 39922 20k - 39999 39922 20k - 39999 43776 40k - 59999 50150 40k - 59999 50150 40k - 59999 69520 60k - 89999 70123 60k - 89999 76630 60k - 89999 78687 60k - 89999 81698 80k - 99999 82025 80k - 99999 86580 80k - 99999 87188 80k - 99999 89616 80k - 99999 90687 80k - 99999 92491 80k - 99999 101970 100k + < 20k 6560 < 20k 18492 < 20k 19444 < 20k 21059 20k - 39999 22448 20k - 39999 23616 20k - 39999 23661 20k - 39999 24367 20k - 39999 24711 20k - 39999 27590 20k - 39999 28567 20k - 39999 28718 20k - 39999 32313 20k - 39999 37040 20k - 39999 38513 20k - 39999 39660 20k - 39999 40479 40k - 59999 41039 40k - 59999 42081 40k - 59999 43815 40k - 59999 45203 40k - 59999 50272 40k - 59999 57937 40k - 59999 58582 40k - 59999 0 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 1 1 1 1 0 1 1 1 1 0 1 1 1 0 1 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 33 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 GraduationTogether GraduationMarried GraduationMarried 2n Cycle Together 2n Cycle Together GraduationSingle GraduationMarried GraduationMarried PhD Together PhD Together GraduationTogether GraduationTogether Master Together 2n Cycle Single Master Single Master Single GraduationMarried PhD Married PhD Married PhD Married GraduationSingle 2n Cycle Together GraduationMarried Master Single 2n Cycle Single Basic Married GraduationMarried 2n Cycle Married GraduationDivorced GraduationMarried GraduationTogether Basic Married 2n Cycle Married PhD Single Master Single Master Married GraduationTogether PhD Together GraduationMarried GraduationSingle Master Together GraduationTogether 2n Cycle Single PhD Together 2n Cycle Married GraduationMarried 2n Cycle Married 61416 60k - 89999 63211 60k - 89999 65169 60k - 89999 66664 60k - 89999 66664 60k - 89999 68627 60k - 89999 69109 60k - 89999 69109 60k - 89999 70038 60k - 89999 70038 60k - 89999 71853 60k - 89999 71853 60k - 89999 73450 60k - 89999 74116 60k - 89999 75777 60k - 89999 75777 60k - 89999 79908 60k - 89999 84169 80k - 99999 84169 80k - 99999 160803 100k + < 20k 19414 < 20k 19419 < 20k 22944 20k - 39999 24336 20k - 39999 24480 20k - 39999 26872 20k - 39999 27733 20k - 39999 28510 20k - 39999 29009 20k - 39999 31089 20k - 39999 34445 20k - 39999 35523 20k - 39999 36038 20k - 39999 36143 20k - 39999 36959 20k - 39999 38547 20k - 39999 39665 20k - 39999 40211 40k - 59999 41967 40k - 59999 42021 40k - 59999 42162 40k - 59999 42395 40k - 59999 44953 40k - 59999 51111 40k - 59999 54386 40k - 59999 56337 40k - 59999 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 1 1 1 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 34 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 GraduationTogether PhD Together GraduationDivorced PhD Married GraduationSingle GraduationSingle 2n Cycle Together 2n Cycle Together Master Together PhD Married GraduationTogether GraduationSingle PhD Single 2n Cycle Together GraduationMarried Basic Married GraduationMarried 2n Cycle Together Basic Married GraduationSingle PhD Married GraduationSingle Master Married 2n Cycle Single GraduationMarried GraduationMarried PhD Single GraduationMarried GraduationMarried GraduationMarried PhD Married GraduationTogether GraduationTogether 2n Cycle Single GraduationMarried GraduationMarried GraduationSingle GraduationMarried GraduationTogether PhD Single 2n Cycle Single GraduationTogether Master Married 2n Cycle Married PhD Single GraduationMarried Master Divorced 56386 40k - 59999 56937 40k - 59999 56981 40k - 59999 58293 40k - 59999 58684 40k - 59999 72066 60k - 89999 75774 60k - 89999 75774 60k - 89999 77882 60k - 89999 87171 80k - 99999 88325 80k - 99999 91065 80k - 99999 < 20k 14515 < 20k 15072 < 20k 16005 < 20k 19107 < 20k 25130 20k - 39999 25965 20k - 39999 28071 20k - 39999 30732 20k - 39999 30828 20k - 39999 31535 20k - 39999 31859 20k - 39999 33228 20k - 39999 34968 20k - 39999 36802 20k - 39999 37406 20k - 39999 41850 40k - 59999 43586 40k - 59999 43974 40k - 59999 44010 40k - 59999 44964 40k - 59999 45889 40k - 59999 47850 40k - 59999 50183 40k - 59999 51766 40k - 59999 61014 60k - 89999 62994 60k - 89999 65295 60k - 89999 67506 60k - 89999 69508 60k - 89999 69661 60k - 89999 70829 60k - 89999 76412 60k - 89999 77353 60k - 89999 78789 60k - 89999 1 1 0 1 0 0 1 1 0 0 0 0 1 1 2 1 1 1 0 0 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 1 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 1 0 1 0 1 0 0 1 0 0 1 0 1 0 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 35 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 GraduationMarried GraduationDivorced GraduationSingle GraduationMarried 2n Cycle Married GraduationMarried 2n Cycle Together GraduationMarried 2n Cycle Divorced GraduationDivorced GraduationDivorced Basic Single Basic Single Master Single GraduationMarried Basic Single GraduationTogether Basic Together Master Together Basic Together Basic Together GraduationMarried PhD Together GraduationTogether 2n Cycle Married PhD Married Master Married Master Divorced GraduationTogether GraduationMarried Master Married Master Married GraduationSingle GraduationSingle 2n Cycle Married GraduationMarried GraduationSingle GraduationMarried GraduationSingle GraduationSingle GraduationSingle 2n Cycle Together GraduationSingle GraduationSingle Master Together GraduationMarried GraduationDivorced 80011 80k - 99999 81702 80k - 99999 81741 80k - 99999 82497 80k - 99999 96547 80k - 99999 2447 < 20k 7500 < 20k 7500 < 20k 13533 < 20k 15287 < 20k 15287 < 20k 15862 < 20k 16014 < 20k 16653 < 20k 17688 < 20k 20194 20k - 39999 21645 20k - 39999 23724 20k - 39999 24401 20k - 39999 24594 20k - 39999 24594 20k - 39999 27244 20k - 39999 27922 20k - 39999 30545 20k - 39999 31086 20k - 39999 31605 20k - 39999 32765 20k - 39999 33462 20k - 39999 34350 20k - 39999 36781 20k - 39999 40662 40k - 59999 45057 40k - 59999 47691 40k - 59999 48526 40k - 59999 54210 40k - 59999 56775 40k - 59999 57537 40k - 59999 58025 40k - 59999 60152 60k - 89999 60474 60k - 89999 60474 60k - 89999 60839 60k - 89999 61825 60k - 89999 61825 60k - 89999 62499 60k - 89999 63777 60k - 89999 68274 60k - 89999 0 0 0 0 0 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 1 0 0 0 0 1 0 0 1 1 1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 1 0 1 1 1 1 1 1 1 0 1 1 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 36 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 GraduationSingle GraduationMarried GraduationMarried GraduationTogether GraduationTogether GraduationTogether GraduationTogether GraduationTogether GraduationTogether 2n Cycle Single GraduationTogether GraduationSingle 2n Cycle Married GraduationTogether 2n Cycle Together GraduationMarried 2n Cycle Divorced GraduationTogether GraduationTogether Basic Together Basic Together 2n Cycle Married GraduationTogether 2n Cycle Married Basic Single PhD Together GraduationMarried GraduationTogether GraduationSingle GraduationSingle PhD Single GraduationMarried GraduationMarried PhD Together Master Single 2n Cycle Married 2n Cycle Single PhD Married PhD Married GraduationMarried GraduationMarried GraduationSingle 2n Cycle Single GraduationSingle 2n Cycle Together PhD Married GraduationTogether 70337 60k - 89999 71626 60k - 89999 72063 60k - 89999 75507 60k - 89999 75507 60k - 89999 77298 60k - 89999 77298 60k - 89999 77568 60k - 89999 85693 80k - 99999 88194 80k - 99999 90300 80k - 99999 7500 < 20k 12393 < 20k 16531 < 20k 17117 < 20k 17345 < 20k 21282 20k - 39999 22775 20k - 39999 22775 20k - 39999 24882 20k - 39999 24882 20k - 39999 25804 20k - 39999 25851 20k - 39999 26224 20k - 39999 26487 20k - 39999 27683 20k - 39999 28442 20k - 39999 28587 20k - 39999 28647 20k - 39999 30168 20k - 39999 31626 20k - 39999 33039 20k - 39999 33039 20k - 39999 34043 20k - 39999 35544 20k - 39999 36550 20k - 39999 36975 20k - 39999 37717 20k - 39999 37717 20k - 39999 38136 20k - 39999 38415 20k - 39999 38557 20k - 39999 38593 20k - 39999 38643 20k - 39999 38702 20k - 39999 41014 40k - 59999 41154 40k - 59999 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 1 0 0 1 1 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 1 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 37 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 GraduationTogether GraduationDivorced GraduationTogether GraduationTogether GraduationMarried Master Married GraduationMarried PhD Married 2n Cycle Married GraduationMarried 2n Cycle Single 2n Cycle Together GraduationTogether GraduationWidow PhD Single GraduationDivorced GraduationMarried GraduationTogether GraduationSingle Master Together GraduationDivorced GraduationDivorced 2n Cycle Together GraduationMarried GraduationMarried GraduationMarried GraduationMarried GraduationMarried Master Single GraduationTogether GraduationDivorced GraduationMarried GraduationDivorced PhD Married GraduationMarried GraduationTogether GraduationMarried PhD Married Master Together Master Married 2n Cycle Together 2n Cycle Together GraduationMarried Master Married GraduationSingle 2n Cycle Together Master Married 41580 40k - 59999 41986 40k - 59999 42011 40k - 59999 42554 40k - 59999 42693 40k - 59999 43783 40k - 59999 44359 40k - 59999 46377 40k - 59999 47025 40k - 59999 51267 40k - 59999 52195 40k - 59999 52513 40k - 59999 53172 40k - 59999 54162 40k - 59999 54880 40k - 59999 55563 40k - 59999 57113 40k - 59999 57867 40k - 59999 60199 60k - 89999 61346 60k - 89999 63693 60k - 89999 63693 60k - 89999 63855 60k - 89999 64813 60k - 89999 65819 60k - 89999 66373 60k - 89999 66373 60k - 89999 67023 60k - 89999 68092 60k - 89999 70440 60k - 89999 71022 60k - 89999 71427 60k - 89999 71847 60k - 89999 72159 60k - 89999 73807 60k - 89999 75437 60k - 89999 77583 60k - 89999 82170 80k - 99999 85738 80k - 99999 88097 80k - 99999 < 20k 20981 20k - 39999 22108 20k - 39999 22701 20k - 39999 23763 20k - 39999 25315 20k - 39999 27889 20k - 39999 1 0 1 1 1 1 1 1 0 1 2 0 0 1 1 0 1 1 1 1 0 0 0 1 0 1 1 0 0 0 0 2 0 0 0 0 0 0 0 1 0 0 1 1 1 1 1 1 1 0 1 0 0 1 0 1 1 1 0 1 1 0 1 1 0 2 0 1 1 0 0 0 1 1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 38 30 to 39 39 30 to 39 GraduationSingle PhD Married GraduationMarried 2n Cycle Married GraduationMarried GraduationMarried 2n Cycle Single GraduationDivorced GraduationTogether GraduationMarried PhD Divorced GraduationSingle Master Single GraduationSingle GraduationTogether GraduationDivorced GraduationMarried GraduationMarried GraduationMarried GraduationMarried PhD Single Master Married GraduationTogether Master Married GraduationMarried GraduationMarried GraduationMarried GraduationTogether Master Married GraduationSingle Master Together 2n Cycle Divorced PhD Married PhD Married GraduationMarried GraduationMarried GraduationMarried GraduationMarried Master Married 2n Cycle Together GraduationDivorced GraduationSingle GraduationTogether PhD Together GraduationTogether GraduationTogether GraduationMarried 28769 20k - 39999 28973 20k - 39999 30368 20k - 39999 31056 20k - 39999 31353 20k - 39999 31353 20k - 39999 31878 20k - 39999 32952 20k - 39999 33178 20k - 39999 34380 20k - 39999 34487 20k - 39999 35790 20k - 39999 36273 20k - 39999 37774 20k - 39999 39771 20k - 39999 40246 40k - 59999 41124 40k - 59999 41443 40k - 59999 42014 40k - 59999 42014 40k - 59999 42997 40k - 59999 43263 40k - 59999 46931 40k - 59999 50353 40k - 59999 54233 40k - 59999 54809 40k - 59999 54809 40k - 59999 55375 40k - 59999 55842 40k - 59999 56628 40k - 59999 57954 40k - 59999 59601 40k - 59999 61996 60k - 89999 69389 60k - 89999 71855 60k - 89999 72117 60k - 89999 74985 60k - 89999 75330 60k - 89999 78710 60k - 89999 82326 80k - 99999 82582 80k - 99999 85072 80k - 99999 96876 80k - 99999 102160 100k + 157146 100k + #N/A 5305 < 20k 1 0 0 1 1 1 0 1 1 1 1 1 1 2 1 1 1 1 1 1 1 0 2 0 0 1 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 0 0 0 0 0 0 0 1 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 Basic Married GraduationMarried Basic Divorced GraduationDivorced GraduationMarried PhD Divorced PhD Married GraduationMarried GraduationMarried GraduationSingle GraduationSingle Master Together GraduationTogether 2n Cycle Married GraduationMarried 2n Cycle Together 2n Cycle Together 2n Cycle Together 2n Cycle Together GraduationTogether Master Together Master Together GraduationMarried GraduationDivorced GraduationDivorced GraduationDivorced GraduationDivorced Master Married Master Married GraduationTogether 2n Cycle Together PhD Together Master Together GraduationSingle GraduationSingle GraduationMarried GraduationDivorced PhD Single GraduationMarried Master Together GraduationDivorced GraduationSingle PhD Together PhD Married Master Married Master Married GraduationTogether 7500 < 20k 7500 < 20k 9548 < 20k 12571 < 20k 13624 < 20k 14849 < 20k 16927 < 20k 17148 < 20k 17649 < 20k 20180 20k - 39999 20180 20k - 39999 21024 20k - 39999 21675 20k - 39999 23718 20k - 39999 24027 20k - 39999 25176 20k - 39999 26326 20k - 39999 26907 20k - 39999 26907 20k - 39999 29478 20k - 39999 30560 20k - 39999 30560 20k - 39999 30772 20k - 39999 30992 20k - 39999 30992 20k - 39999 31615 20k - 39999 31859 20k - 39999 33181 20k - 39999 34529 20k - 39999 36283 20k - 39999 36301 20k - 39999 37395 20k - 39999 37509 20k - 39999 37697 20k - 39999 37697 20k - 39999 39356 20k - 39999 40780 40k - 59999 42473 40k - 59999 46049 40k - 59999 46106 40k - 59999 46310 40k - 59999 47025 40k - 59999 49187 40k - 59999 49544 40k - 59999 49681 40k - 59999 49681 40k - 59999 50200 40k - 59999 0 1 1 1 1 1 1 1 1 0 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 1 1 1 1 0 1 1 0 2 2 1 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 39 30 to 39 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 GraduationTogether GraduationTogether PhD Married PhD Together Master Married GraduationMarried GraduationMarried GraduationTogether PhD Divorced PhD Married GraduationMarried GraduationMarried GraduationMarried PhD Single Master Single GraduationMarried GraduationTogether GraduationDivorced Master Together Master Together GraduationMarried GraduationMarried PhD Divorced PhD Married PhD Divorced PhD Divorced Master Single Master Single GraduationTogether Master Single PhD Together GraduationMarried Master Divorced 2n Cycle Together GraduationSingle GraduationTogether 2n Cycle Single GraduationSingle Master Married GraduationTogether PhD Together Master Married 2n Cycle Divorced 2n Cycle Married Master Together 2n Cycle Together 2n Cycle Married 51369 40k - 59999 51369 40k - 59999 51650 40k - 59999 52190 40k - 59999 53204 40k - 59999 53359 40k - 59999 53858 40k - 59999 54058 40k - 59999 55412 40k - 59999 55424 40k - 59999 56939 40k - 59999 58597 40k - 59999 59809 40k - 59999 60000 60k - 89999 60482 60k - 89999 61064 60k - 89999 62061 60k - 89999 64892 60k - 89999 65104 60k - 89999 65104 60k - 89999 65665 60k - 89999 65991 60k - 89999 66476 60k - 89999 68397 60k - 89999 70179 60k - 89999 70179 60k - 89999 70379 60k - 89999 70893 60k - 89999 71322 60k - 89999 72309 60k - 89999 72335 60k - 89999 74068 60k - 89999 75012 60k - 89999 75484 60k - 89999 75825 60k - 89999 78416 60k - 89999 79689 60k - 89999 79941 60k - 89999 81929 80k - 99999 85606 80k - 99999 162397 100k + 7500 < 20k 11448 < 20k 17003 < 20k 17459 < 20k 19789 < 20k 22212 20k - 39999 0 0 0 1 1 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 GraduationTogether Master Together GraduationMarried GraduationMarried Basic Married Master Single GraduationMarried GraduationSingle GraduationSingle GraduationSingle Master Together 2n Cycle Together GraduationMarried GraduationDivorced PhD Married GraduationMarried 2n Cycle Married 2n Cycle Married Master Married PhD Married GraduationMarried 2n Cycle Single GraduationSingle GraduationMarried Master Married PhD Married Master Single Master Single Master Single GraduationMarried 2n Cycle Together 2n Cycle Widow Master Married GraduationMarried 2n Cycle Single GraduationMarried PhD Single PhD Single GraduationSingle Master Together Master Married GraduationSingle GraduationTogether GraduationSingle PhD Together 2n Cycle Married GraduationSingle 22280 20k - 39999 22669 20k - 39999 23957 20k - 39999 27573 20k - 39999 30801 20k - 39999 31160 20k - 39999 33183 20k - 39999 33249 20k - 39999 33249 20k - 39999 33955 20k - 39999 34176 20k - 39999 34984 20k - 39999 35797 20k - 39999 36627 20k - 39999 36663 20k - 39999 37085 20k - 39999 37284 20k - 39999 37284 20k - 39999 37368 20k - 39999 40233 40k - 59999 40794 40k - 59999 41658 40k - 59999 42160 40k - 59999 43057 40k - 59999 44319 40k - 59999 45503 40k - 59999 46098 40k - 59999 46098 40k - 59999 46098 40k - 59999 46149 40k - 59999 46772 40k - 59999 47682 40k - 59999 47808 40k - 59999 48178 40k - 59999 49514 40k - 59999 51948 40k - 59999 52614 40k - 59999 52614 40k - 59999 53201 40k - 59999 53253 40k - 59999 54730 40k - 59999 55801 40k - 59999 55914 40k - 59999 56243 40k - 59999 56559 40k - 59999 57036 40k - 59999 57338 40k - 59999 1 1 1 1 0 1 1 1 1 1 0 1 0 2 1 1 1 1 1 0 0 1 1 0 1 1 1 1 1 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 1 1 1 0 0 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 2 1 1 1 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 40 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 GraduationWidow GraduationWidow GraduationTogether PhD Divorced PhD Married GraduationTogether GraduationMarried PhD Together GraduationMarried GraduationTogether 2n Cycle Divorced PhD Married GraduationDivorced GraduationSingle PhD Divorced GraduationMarried GraduationMarried GraduationTogether PhD Married PhD Married GraduationMarried GraduationTogether PhD Married Master Single GraduationDivorced GraduationDivorced GraduationSingle PhD Married Master Married GraduationDivorced Basic Married GraduationDivorced 2n Cycle Married 2n Cycle Married Master Together PhD Divorced PhD Divorced GraduationMarried GraduationMarried PhD Together PhD Together PhD Together GraduationMarried PhD Single PhD Single GraduationSingle GraduationTogether 58330 40k - 59999 58330 40k - 59999 59481 40k - 59999 60554 60k - 89999 60631 60k - 89999 60934 60k - 89999 61456 60k - 89999 61905 60k - 89999 65106 60k - 89999 66653 60k - 89999 67893 60k - 89999 69283 60k - 89999 70300 60k - 89999 73170 60k - 89999 74165 60k - 89999 74190 60k - 89999 76068 60k - 89999 76532 60k - 89999 76618 60k - 89999 79174 60k - 89999 79205 60k - 89999 80144 80k - 99999 80427 80k - 99999 81169 80k - 99999 83829 80k - 99999 83829 80k - 99999 84196 80k - 99999 86836 80k - 99999 92163 80k - 99999 153924 100k + 18393 < 20k 19346 < 20k 20130 20k - 39999 20130 20k - 39999 21255 20k - 39999 25509 20k - 39999 25509 20k - 39999 26067 20k - 39999 26751 20k - 39999 28440 20k - 39999 30351 20k - 39999 30351 20k - 39999 30631 20k - 39999 30899 20k - 39999 31560 20k - 39999 32233 20k - 39999 33590 20k - 39999 0 0 0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 1 1 1 2 1 1 1 1 1 1 1 2 1 1 1 0 1 1 1 1 1 1 1 1 0 0 0 1 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 GraduationMarried GraduationMarried PhD Married PhD Married PhD Married PhD Married PhD Single GraduationDivorced GraduationMarried PhD Married GraduationSingle GraduationMarried Master Together GraduationSingle GraduationTogether GraduationMarried GraduationMarried PhD Together PhD Married GraduationMarried 2n Cycle Married Master Together PhD Married GraduationTogether GraduationTogether GraduationSingle 2n Cycle Together GraduationDivorced Master Divorced GraduationTogether Master Married GraduationMarried PhD Married PhD Single Master Married PhD Married 2n Cycle Married PhD Together GraduationMarried GraduationMarried GraduationMarried PhD Single GraduationSingle PhD Single GraduationMarried GraduationTogether PhD Married 34421 20k - 39999 34421 20k - 39999 34596 20k - 39999 34596 20k - 39999 37087 20k - 39999 38410 20k - 39999 39190 20k - 39999 39996 20k - 39999 40049 40k - 59999 40344 40k - 59999 42373 40k - 59999 42557 40k - 59999 43018 40k - 59999 43322 40k - 59999 44392 40k - 59999 44989 40k - 59999 44989 40k - 59999 45068 40k - 59999 45207 40k - 59999 45837 40k - 59999 45894 40k - 59999 46014 40k - 59999 46374 40k - 59999 47889 40k - 59999 48186 40k - 59999 49166 40k - 59999 49669 40k - 59999 53034 40k - 59999 53367 40k - 59999 56715 40k - 59999 58494 40k - 59999 60093 60k - 89999 61917 60k - 89999 63159 60k - 89999 63206 60k - 89999 65352 60k - 89999 65463 60k - 89999 65640 60k - 89999 67445 60k - 89999 67445 60k - 89999 67445 60k - 89999 68352 60k - 89999 69719 60k - 89999 71466 60k - 89999 72099 60k - 89999 75702 60k - 89999 78128 60k - 89999 1 1 1 1 1 0 1 1 0 0 1 0 0 0 1 0 0 0 1 1 0 1 0 1 1 0 1 1 1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1 2 1 1 0 0 1 0 1 1 0 1 1 1 0 0 1 0 1 1 1 1 1 0 0 0 1 1 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 41 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 PhD Together Master Married GraduationTogether Master Married GraduationDivorced GraduationSingle GraduationSingle Basic Together Basic Married PhD Together GraduationMarried GraduationTogether 2n Cycle Married GraduationMarried GraduationMarried GraduationMarried Master Married Basic Together GraduationMarried 2n Cycle Divorced 2n Cycle Divorced GraduationMarried GraduationMarried PhD Married GraduationMarried GraduationSingle GraduationMarried 2n Cycle Married 2n Cycle Married PhD Alone PhD Divorced PhD Divorced PhD Divorced PhD Married PhD Married GraduationMarried Master Married Master Married PhD Together GraduationWidow GraduationWidow 2n Cycle Married Master Divorced 2n Cycle Married PhD Single PhD Single PhD YOLO 79632 60k - 89999 82584 80k - 99999 83145 80k - 99999 83891 80k - 99999 102692 100k + 3502 < 20k 7500 < 20k 9722 < 20k 18978 < 20k 20427 20k - 39999 20895 20k - 39999 22682 20k - 39999 23559 20k - 39999 24639 20k - 39999 25410 20k - 39999 26228 20k - 39999 27159 20k - 39999 27190 20k - 39999 27803 20k - 39999 31163 20k - 39999 31163 20k - 39999 31814 20k - 39999 32300 20k - 39999 32644 20k - 39999 33471 20k - 39999 34853 20k - 39999 34961 20k - 39999 35688 20k - 39999 35688 20k - 39999 35860 20k - 39999 35860 20k - 39999 35860 20k - 39999 35860 20k - 39999 37401 20k - 39999 37401 20k - 39999 37971 20k - 39999 38576 20k - 39999 38961 20k - 39999 39435 20k - 39999 42429 40k - 59999 42429 40k - 59999 43050 40k - 59999 44051 40k - 59999 46094 40k - 59999 46854 40k - 59999 48432 40k - 59999 48432 40k - 59999 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 0 1 1 0 0 1 1 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 1 0 1 1 1 1 1 1 0 0 0 1 0 0 1 1 0 1 1 1 1 1 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 42 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 PhD YOLO GraduationMarried GraduationMarried Master Divorced GraduationMarried Master Married PhD Married PhD Single PhD Together GraduationTogether GraduationTogether PhD Together GraduationMarried GraduationWidow Master Married PhD Together GraduationMarried GraduationSingle GraduationMarried 2n Cycle Together GraduationDivorced GraduationTogether GraduationDivorced GraduationMarried GraduationMarried GraduationSingle PhD Married GraduationDivorced GraduationMarried PhD Married Master Together 2n Cycle Married Basic Married GraduationSingle GraduationMarried GraduationMarried GraduationSingle 2n Cycle Married Basic Married GraduationTogether GraduationDivorced PhD Single PhD Married GraduationMarried GraduationTogether GraduationMarried GraduationMarried 48432 40k - 59999 49094 40k - 59999 51148 40k - 59999 52034 40k - 59999 52845 40k - 59999 54108 40k - 59999 54222 40k - 59999 54466 40k - 59999 55012 40k - 59999 55593 40k - 59999 57100 40k - 59999 57906 40k - 59999 59041 40k - 59999 60208 60k - 89999 60432 60k - 89999 63516 60k - 89999 65308 60k - 89999 65333 60k - 89999 67432 60k - 89999 69401 60k - 89999 71128 60k - 89999 73926 60k - 89999 78901 60k - 89999 79593 60k - 89999 79593 60k - 89999 83917 80k - 99999 85844 80k - 99999 89694 80k - 99999 92955 80k - 99999 157243 100k + < 20k < 20k 14188 < 20k 21359 20k - 39999 22063 20k - 39999 24434 20k - 39999 24762 20k - 39999 24884 20k - 39999 25224 20k - 39999 26290 20k - 39999 26759 20k - 39999 27213 20k - 39999 29791 20k - 39999 30023 20k - 39999 30261 20k - 39999 30467 20k - 39999 30675 20k - 39999 0 0 1 1 1 1 0 1 0 0 0 0 1 1 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 0 1 1 1 1 1 0 1 1 1 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 2 0 0 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 GraduationTogether GraduationSingle GraduationMarried PhD Together Master Married GraduationMarried Master Divorced Master Married PhD Single PhD Single GraduationSingle PhD Together GraduationMarried GraduationMarried GraduationMarried PhD Single Master Single Master Divorced PhD Married PhD Married GraduationSingle GraduationTogether 2n Cycle Together Master Single Master Single Master Single Master Together 2n Cycle Together GraduationDivorced Master Married PhD Single GraduationMarried PhD Married Master Married GraduationMarried GraduationTogether PhD Married PhD Married PhD Together GraduationMarried GraduationTogether GraduationMarried GraduationMarried 2n Cycle Single GraduationMarried PhD Married 2n Cycle Married 31590 20k - 39999 31907 20k - 39999 33622 20k - 39999 34578 20k - 39999 35641 20k - 39999 36026 20k - 39999 37760 20k - 39999 37787 20k - 39999 38578 20k - 39999 38578 20k - 39999 38808 20k - 39999 38887 20k - 39999 38988 20k - 39999 40321 40k - 59999 40321 40k - 59999 41644 40k - 59999 42394 40k - 59999 42618 40k - 59999 43269 40k - 59999 44325 40k - 59999 44503 40k - 59999 46053 40k - 59999 46344 40k - 59999 46423 40k - 59999 46423 40k - 59999 49494 40k - 59999 49854 40k - 59999 50334 40k - 59999 51813 40k - 59999 53761 40k - 59999 55260 40k - 59999 56721 40k - 59999 57091 40k - 59999 57136 40k - 59999 59666 40k - 59999 59868 40k - 59999 59973 40k - 59999 62010 60k - 89999 62220 60k - 89999 62710 60k - 89999 64474 60k - 89999 65685 60k - 89999 65685 60k - 89999 65704 60k - 89999 69209 60k - 89999 70116 60k - 89999 70932 60k - 89999 1 0 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 0 1 1 1 1 0 1 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 1 1 0 0 2 1 1 1 0 0 0 1 1 0 1 1 1 0 0 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 0 0 1 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 43 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 GraduationSingle GraduationMarried Master Married Master Married GraduationTogether GraduationMarried PhD Married PhD Married GraduationMarried GraduationMarried Master Married PhD Together GraduationTogether GraduationTogether PhD Single PhD Single PhD Together GraduationDivorced GraduationSingle GraduationTogether GraduationMarried GraduationSingle GraduationSingle GraduationMarried GraduationDivorced 2n Cycle Together GraduationSingle PhD Together GraduationDivorced GraduationWidow GraduationWidow Master Together GraduationSingle PhD Married PhD Together PhD Together Master Single Master Single Master Married GraduationTogether GraduationTogether Master Married Master Married GraduationMarried Master Single GraduationMarried PhD Married 72504 60k - 89999 74716 60k - 89999 75251 60k - 89999 76234 60k - 89999 77044 60k - 89999 77981 60k - 89999 78075 60k - 89999 79930 60k - 89999 80134 80k - 99999 80134 80k - 99999 83151 80k - 99999 83443 80k - 99999 84906 80k - 99999 84906 80k - 99999 86857 80k - 99999 86857 80k - 99999 < 20k 1730 < 20k 10245 < 20k 16626 < 20k 18793 < 20k 22804 20k - 39999 22804 20k - 39999 25721 20k - 39999 25818 20k - 39999 26850 20k - 39999 26954 20k - 39999 29732 20k - 39999 29819 20k - 39999 30372 20k - 39999 30372 20k - 39999 30538 20k - 39999 31632 20k - 39999 32011 20k - 39999 32892 20k - 39999 32892 20k - 39999 33316 20k - 39999 33316 20k - 39999 34109 20k - 39999 34600 20k - 39999 34600 20k - 39999 35178 20k - 39999 35178 20k - 39999 35788 20k - 39999 36230 20k - 39999 36715 20k - 39999 37126 20k - 39999 0 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 1 0 1 2 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 1 1 1 1 0 0 1 0 0 0 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 GraduationMarried Master Married GraduationTogether GraduationTogether Master Single Master Married GraduationDivorced 2n Cycle Together PhD Married PhD Single Master Divorced GraduationDivorced GraduationMarried GraduationDivorced Master Divorced GraduationWidow PhD Married PhD Widow 2n Cycle Divorced PhD Together Master Married GraduationMarried GraduationMarried 2n Cycle Married 2n Cycle Married GraduationSingle GraduationDivorced Master Married Master Together GraduationSingle PhD Married PhD Single PhD Married GraduationMarried GraduationMarried PhD Divorced GraduationMarried GraduationTogether GraduationMarried Master Together GraduationTogether GraduationTogether PhD Married GraduationSingle GraduationMarried Master Divorced GraduationTogether 37150 20k - 39999 38196 20k - 39999 38232 20k - 39999 38590 20k - 39999 39763 20k - 39999 39791 20k - 39999 40851 40k - 59999 42033 40k - 59999 42403 40k - 59999 42767 40k - 59999 42835 40k - 59999 43300 40k - 59999 43824 40k - 59999 44421 40k - 59999 44635 40k - 59999 45684 40k - 59999 46463 40k - 59999 47111 40k - 59999 49118 40k - 59999 49269 40k - 59999 49505 40k - 59999 52531 40k - 59999 52914 40k - 59999 54690 40k - 59999 54690 40k - 59999 55239 40k - 59999 55635 40k - 59999 56850 40k - 59999 57420 40k - 59999 58350 40k - 59999 60491 60k - 89999 60504 60k - 89999 60585 60k - 89999 64722 60k - 89999 64795 60k - 89999 65808 60k - 89999 66303 60k - 89999 69930 60k - 89999 70886 60k - 89999 71499 60k - 89999 71796 60k - 89999 71819 60k - 89999 71969 60k - 89999 72258 60k - 89999 73691 60k - 89999 74290 60k - 89999 74538 60k - 89999 1 1 1 1 1 0 1 1 1 2 1 0 1 1 1 1 1 0 0 1 1 0 0 1 1 0 0 0 0 0 0 0 1 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 1 1 1 0 0 1 1 1 1 1 0 1 1 0 0 1 0 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 0 1 0 1 1 1 1 1 0 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 44 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 GraduationMarried 2n Cycle Married PhD Together PhD Married Master Together Master Together PhD Divorced GraduationSingle Master Together GraduationMarried GraduationMarried 2n Cycle Married 2n Cycle Married GraduationTogether GraduationSingle GraduationSingle GraduationTogether GraduationSingle GraduationMarried 2n Cycle Married PhD Married GraduationSingle GraduationSingle 2n Cycle Divorced GraduationSingle GraduationMarried Master Single GraduationSingle GraduationWidow PhD Single GraduationSingle GraduationDivorced PhD Divorced Master Married PhD Married GraduationTogether PhD Married GraduationTogether GraduationSingle Master Married GraduationDivorced Master Married Master Single GraduationMarried GraduationTogether GraduationDivorced PhD Married 76445 60k - 89999 78041 60k - 89999 78642 60k - 89999 78931 60k - 89999 80573 80k - 99999 80573 80k - 99999 86979 80k - 99999 91700 80k - 99999 157733 100k + < 20k 13260 < 20k 15315 < 20k 15315 < 20k 19656 < 20k 20587 20k - 39999 20587 20k - 39999 22070 20k - 39999 22585 20k - 39999 22979 20k - 39999 23162 20k - 39999 23626 20k - 39999 24163 20k - 39999 24206 20k - 39999 25959 20k - 39999 27242 20k - 39999 28164 20k - 39999 29548 20k - 39999 30015 20k - 39999 31880 20k - 39999 32303 20k - 39999 33697 20k - 39999 33986 20k - 39999 35682 20k - 39999 36138 20k - 39999 38097 20k - 39999 38200 20k - 39999 38853 20k - 39999 40548 40k - 59999 43020 40k - 59999 44159 40k - 59999 44267 40k - 59999 44511 40k - 59999 44802 40k - 59999 50447 40k - 59999 53187 40k - 59999 54137 40k - 59999 55158 40k - 59999 1 0 0 0 0 0 0 0 1 1 1 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 1 0 2 1 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 1 0 0 0 1 1 1 1 1 0 0 1 0 0 0 0 1 1 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 45 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 Master Divorced PhD Single GraduationDivorced PhD Married GraduationSingle Master Married 2n Cycle Married 2n Cycle Married GraduationMarried PhD Together GraduationDivorced 2n Cycle Divorced PhD Together GraduationWidow PhD Married GraduationSingle GraduationTogether PhD Married GraduationMarried PhD Married PhD Married GraduationMarried GraduationMarried GraduationDivorced GraduationTogether Master Single GraduationSingle PhD Together Master Divorced Master Together PhD Married GraduationTogether PhD Together GraduationSingle GraduationDivorced GraduationMarried GraduationSingle GraduationTogether GraduationSingle Master Together GraduationMarried GraduationMarried GraduationSingle GraduationTogether Basic Together GraduationTogether GraduationDivorced 55282 40k - 59999 57642 40k - 59999 58710 40k - 59999 59892 40k - 59999 61209 60k - 89999 61872 60k - 89999 62466 60k - 89999 62466 60k - 89999 63684 60k - 89999 64413 60k - 89999 64713 60k - 89999 65706 60k - 89999 65968 60k - 89999 66731 60k - 89999 67353 60k - 89999 67384 60k - 89999 67419 60k - 89999 67536 60k - 89999 69016 60k - 89999 69084 60k - 89999 69084 60k - 89999 70617 60k - 89999 72940 60k - 89999 72967 60k - 89999 74854 60k - 89999 75345 60k - 89999 76467 60k - 89999 77622 60k - 89999 78579 60k - 89999 79419 60k - 89999 80336 80k - 99999 81205 80k - 99999 82072 80k - 99999 83273 80k - 99999 84835 80k - 99999 90765 80k - 99999 93790 80k - 99999 105471 100k + < 20k < 20k 4428 < 20k 14045 < 20k 18589 < 20k 21918 20k - 39999 22390 20k - 39999 23228 20k - 39999 23910 20k - 39999 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 1 0 1 0 1 1 0 1 1 1 0 1 1 1 1 1 0 0 1 1 1 1 1 1 1 0 0 0 0 1 2 0 0 2 0 0 0 0 0 2 0 0 0 0 2 1 1 0 0 0 0 0 0 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 GraduationMarried GraduationMarried GraduationMarried Master Single PhD Married GraduationSingle PhD Married Master Together GraduationTogether GraduationTogether Master Single GraduationWidow GraduationWidow Master Together Master Married GraduationMarried PhD Together Master Married GraduationWidow Master Married GraduationMarried Master Together 2n Cycle Married PhD Single GraduationMarried PhD Married GraduationMarried PhD Together PhD Together GraduationTogether GraduationSingle PhD Married PhD Married PhD Married GraduationMarried GraduationMarried GraduationSingle PhD Divorced GraduationTogether PhD Widow Master Single GraduationTogether Master Together GraduationMarried Master Together PhD Single Master Widow 25293 20k - 39999 25293 20k - 39999 26304 20k - 39999 26877 20k - 39999 30396 20k - 39999 30822 20k - 39999 33581 20k - 39999 35924 20k - 39999 38361 20k - 39999 38361 20k - 39999 39858 20k - 39999 40590 40k - 59999 40590 40k - 59999 41021 40k - 59999 42169 40k - 59999 42231 40k - 59999 42731 40k - 59999 43142 40k - 59999 43638 40k - 59999 43641 40k - 59999 44078 40k - 59999 44602 40k - 59999 46831 40k - 59999 48240 40k - 59999 48752 40k - 59999 51039 40k - 59999 52413 40k - 59999 53374 40k - 59999 54132 40k - 59999 54165 40k - 59999 54803 40k - 59999 55212 40k - 59999 55212 40k - 59999 56242 40k - 59999 56796 40k - 59999 56796 40k - 59999 57731 40k - 59999 58086 40k - 59999 58917 40k - 59999 62187 60k - 89999 62772 60k - 89999 62882 60k - 89999 65176 60k - 89999 65747 60k - 89999 66476 60k - 89999 66582 60k - 89999 67369 60k - 89999 1 1 1 0 1 1 2 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 1 0 1 1 1 1 1 1 0 1 1 2 1 1 0 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 0 1 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 46 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 PhD Married GraduationTogether GraduationTogether PhD Together GraduationDivorced Master Married GraduationMarried GraduationSingle GraduationMarried GraduationTogether GraduationMarried GraduationTogether Master Married GraduationMarried GraduationSingle PhD Married Master Together GraduationMarried GraduationMarried GraduationMarried Master Divorced Master Divorced PhD Married Master Married Master Together Master Together GraduationTogether GraduationTogether GraduationSingle GraduationSingle PhD Married GraduationDivorced PhD Single PhD Married GraduationTogether PhD Together GraduationMarried Master Divorced Master Divorced GraduationTogether PhD Divorced Master Together PhD Married GraduationMarried 2n Cycle Married Master Single PhD Divorced 68462 60k - 89999 68695 60k - 89999 68695 60k - 89999 69476 60k - 89999 69901 60k - 89999 70091 60k - 89999 72460 60k - 89999 72679 60k - 89999 73448 60k - 89999 74918 60k - 89999 75759 60k - 89999 76653 60k - 89999 79734 60k - 89999 80952 80k - 99999 81657 80k - 99999 94871 80k - 99999 < 20k 19329 < 20k 19514 < 20k 19514 < 20k 23748 20k - 39999 27071 20k - 39999 29187 20k - 39999 29543 20k - 39999 32889 20k - 39999 34053 20k - 39999 34916 20k - 39999 35322 20k - 39999 35893 20k - 39999 36065 20k - 39999 36778 20k - 39999 36997 20k - 39999 38236 20k - 39999 38443 20k - 39999 40521 40k - 59999 40706 40k - 59999 41120 40k - 59999 41335 40k - 59999 41335 40k - 59999 41728 40k - 59999 42564 40k - 59999 43795 40k - 59999 44377 40k - 59999 45688 40k - 59999 48985 40k - 59999 50014 40k - 59999 50616 40k - 59999 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 2 1 0 2 1 1 1 1 1 1 1 1 2 1 1 1 1 0 0 1 0 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 2 1 0 1 1 0 0 0 0 1 1 0 2 1 1 1 1 1 1 1 1 1 0 0 0 1 1 1 1 1 0 1 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 47 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 GraduationMarried PhD Married GraduationTogether GraduationSingle GraduationTogether GraduationTogether GraduationMarried GraduationDivorced Master Divorced Master Divorced Master Divorced GraduationMarried GraduationMarried PhD Divorced GraduationSingle Master Married GraduationWidow GraduationDivorced GraduationSingle GraduationTogether PhD Divorced GraduationMarried GraduationMarried GraduationSingle PhD Divorced GraduationTogether PhD Divorced 2n Cycle Together GraduationTogether Master Single GraduationMarried PhD Married Master Married PhD Single GraduationMarried GraduationTogether GraduationSingle 2n Cycle Together GraduationMarried GraduationSingle PhD Single GraduationTogether PhD Married PhD Together GraduationDivorced PhD Married Master Single 51287 40k - 59999 55954 40k - 59999 56534 40k - 59999 57107 40k - 59999 58554 40k - 59999 58554 40k - 59999 61314 60k - 89999 61671 60k - 89999 63841 60k - 89999 63841 60k - 89999 63841 60k - 89999 63967 60k - 89999 64590 60k - 89999 69674 60k - 89999 70566 60k - 89999 70777 60k - 89999 73455 60k - 89999 75693 60k - 89999 75922 60k - 89999 77382 60k - 89999 83664 80k - 99999 22574 20k - 39999 22574 20k - 39999 25930 20k - 39999 26642 20k - 39999 27943 20k - 39999 28420 20k - 39999 30753 20k - 39999 32474 20k - 39999 32557 20k - 39999 35441 20k - 39999 36947 20k - 39999 37054 20k - 39999 40304 40k - 59999 42664 40k - 59999 44931 40k - 59999 46904 40k - 59999 47821 40k - 59999 51479 40k - 59999 52074 40k - 59999 52569 40k - 59999 54178 40k - 59999 56320 40k - 59999 56575 40k - 59999 57136 40k - 59999 59062 40k - 59999 59235 40k - 59999 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 2 2 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 1 0 0 0 0 0 0 2 1 1 1 1 1 1 1 1 1 1 1 1 1 0 2 1 1 0 0 0 1 1 1 1 1 0 1 0 1 1 0 1 1 1 0 1 1 1 1 1 1 1 1 1 2 0 1 0 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 48 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 GraduationMarried Master Together PhD Together PhD Married GraduationTogether GraduationTogether 2n Cycle Together GraduationDivorced GraduationDivorced GraduationDivorced GraduationTogether GraduationDivorced PhD Married PhD Married GraduationMarried GraduationSingle GraduationSingle Master Divorced PhD Single Basic Together Basic Together GraduationWidow PhD Together Master Divorced PhD Together GraduationSingle Master Together Master Married GraduationSingle GraduationSingle GraduationSingle GraduationTogether GraduationTogether Master Married Master Single GraduationTogether GraduationSingle GraduationMarried GraduationMarried GraduationMarried Master Together PhD Single PhD Together GraduationDivorced Master Married Master Together GraduationMarried 61223 60k - 89999 62513 60k - 89999 62981 60k - 89999 63246 60k - 89999 65777 60k - 89999 66825 60k - 89999 67309 60k - 89999 68743 60k - 89999 70647 60k - 89999 70844 60k - 89999 75702 60k - 89999 76982 60k - 89999 77766 60k - 89999 77766 60k - 89999 77870 60k - 89999 79146 60k - 89999 79146 60k - 89999 81380 80k - 99999 7144 < 20k 22634 20k - 39999 22634 20k - 39999 27038 20k - 39999 28764 20k - 39999 29435 20k - 39999 30843 20k - 39999 33279 20k - 39999 33564 20k - 39999 33585 20k - 39999 34704 20k - 39999 37070 20k - 39999 37070 20k - 39999 37758 20k - 39999 37758 20k - 39999 38179 20k - 39999 43456 40k - 59999 43482 40k - 59999 43602 40k - 59999 44529 40k - 59999 44794 40k - 59999 44794 40k - 59999 45903 40k - 59999 46734 40k - 59999 47472 40k - 59999 48877 40k - 59999 49605 40k - 59999 49618 40k - 59999 54198 40k - 59999 0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 1 1 0 0 0 0 0 1 1 1 0 0 0 0 1 1 1 1 1 0 2 1 0 0 0 0 1 1 0 0 1 1 1 1 0 2 0 0 1 0 1 1 1 0 1 1 1 1 1 0 2 0 0 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 0 1 1 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 49 40 to 49 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 GraduationDivorced Master Married PhD Married GraduationTogether GraduationTogether GraduationMarried GraduationMarried GraduationSingle GraduationSingle PhD Together GraduationDivorced PhD Married PhD Single GraduationDivorced GraduationTogether PhD Single GraduationWidow GraduationMarried GraduationTogether GraduationSingle 2n Cycle Single GraduationDivorced GraduationSingle Basic Single GraduationTogether GraduationTogether GraduationDivorced PhD Together Master Single GraduationTogether PhD Together Master Single Master Single GraduationTogether PhD Divorced PhD Single PhD Single GraduationSingle GraduationMarried GraduationMarried GraduationMarried Master Together Master Together 2n Cycle Married 2n Cycle Married GraduationTogether PhD Divorced 55686 40k - 59999 57183 40k - 59999 57705 40k - 59999 57811 40k - 59999 60894 60k - 89999 61286 60k - 89999 61286 60k - 89999 63810 60k - 89999 63810 60k - 89999 65814 60k - 89999 67272 60k - 89999 69063 60k - 89999 69759 60k - 89999 70287 60k - 89999 70713 60k - 89999 78420 60k - 89999 79946 60k - 89999 80398 80k - 99999 82427 80k - 99999 86358 80k - 99999 89572 80k - 99999 4861 < 20k 23478 20k - 39999 23529 20k - 39999 29672 20k - 39999 29672 20k - 39999 30630 20k - 39999 32727 20k - 39999 33168 20k - 39999 33456 20k - 39999 34230 20k - 39999 35791 20k - 39999 35791 20k - 39999 36317 20k - 39999 36921 20k - 39999 40637 40k - 59999 40760 40k - 59999 42720 40k - 59999 44300 40k - 59999 44375 40k - 59999 44393 40k - 59999 45143 40k - 59999 45143 40k - 59999 46891 40k - 59999 46891 40k - 59999 47009 40k - 59999 47025 40k - 59999 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 1 0 0 1 1 2 2 0 1 1 0 1 1 0 1 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 0 0 0 0 1 0 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 50 50 to 59 GraduationMarried Master Widow PhD Together GraduationTogether Master Married PhD Widow Master Single GraduationTogether Master Married Master Married PhD Married PhD Divorced GraduationMarried GraduationMarried GraduationSingle GraduationMarried 2n Cycle Divorced GraduationMarried GraduationSingle Master Married PhD Married 2n Cycle Divorced PhD Together Master Together GraduationSingle GraduationMarried GraduationMarried GraduationMarried GraduationSingle Master Single PhD Married Master Married 2n Cycle Married 2n Cycle Married PhD Married 2n Cycle Together GraduationTogether GraduationMarried GraduationMarried Master Married GraduationTogether 2n Cycle Married GraduationMarried PhD Married GraduationMarried GraduationTogether PhD Married 48006 40k - 59999 51390 40k - 59999 51717 40k - 59999 52117 40k - 59999 53843 40k - 59999 54111 40k - 59999 55250 40k - 59999 56046 40k - 59999 56962 40k - 59999 56962 40k - 59999 57236 40k - 59999 57912 40k - 59999 58692 40k - 59999 59594 40k - 59999 59686 40k - 59999 59754 40k - 59999 60161 60k - 89999 61482 60k - 89999 61559 60k - 89999 62694 60k - 89999 62745 60k - 89999 64176 60k - 89999 65220 60k - 89999 65735 60k - 89999 66294 60k - 89999 66480 60k - 89999 69139 60k - 89999 69139 60k - 89999 69263 60k - 89999 69882 60k - 89999 69969 60k - 89999 70053 60k - 89999 70924 60k - 89999 70924 60k - 89999 71322 60k - 89999 71488 60k - 89999 71613 60k - 89999 72190 60k - 89999 73538 60k - 89999 74806 60k - 89999 75276 60k - 89999 76800 60k - 89999 77343 60k - 89999 81051 80k - 99999 81168 80k - 99999 83003 80k - 99999 84618 80k - 99999 1 1 0 0 0 0 0 0 2 2 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 1 0 1 0 1 1 1 1 0 0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 50 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 51 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 PhD Married GraduationSingle GraduationSingle PhD Married GraduationMarried PhD Married GraduationDivorced 2n Cycle Divorced GraduationMarried GraduationMarried PhD Married PhD Married GraduationSingle GraduationSingle PhD Together GraduationMarried GraduationMarried GraduationDivorced GraduationTogether Master Single GraduationMarried PhD Married GraduationMarried PhD Married PhD Single GraduationSingle 2n Cycle Married GraduationTogether Master Single Master Married PhD Divorced PhD Married PhD Married GraduationTogether 2n Cycle Together GraduationDivorced GraduationMarried PhD Divorced Master Married GraduationSingle GraduationMarried GraduationWidow 2n Cycle Single PhD Married Basic Together GraduationMarried GraduationMarried 84618 80k - 99999 18701 < 20k 18701 < 20k 31686 20k - 39999 40800 40k - 59999 41551 40k - 59999 41638 40k - 59999 41713 40k - 59999 42523 40k - 59999 42523 40k - 59999 45759 40k - 59999 45759 40k - 59999 45906 40k - 59999 45989 40k - 59999 46910 40k - 59999 48920 40k - 59999 49096 40k - 59999 51983 40k - 59999 55761 40k - 59999 58308 40k - 59999 58512 40k - 59999 59304 40k - 59999 60597 60k - 89999 60896 60k - 89999 61798 60k - 89999 61839 60k - 89999 62905 60k - 89999 63404 60k - 89999 63972 60k - 89999 64100 60k - 89999 64140 60k - 89999 65526 60k - 89999 65526 60k - 89999 68142 60k - 89999 68316 60k - 89999 69932 60k - 89999 75236 60k - 89999 78825 60k - 89999 79143 60k - 89999 81246 80k - 99999 82224 80k - 99999 85620 80k - 99999 < 20k 4023 < 20k 14918 < 20k 22419 20k - 39999 22419 20k - 39999 0 1 1 1 1 1 0 1 0 0 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 1 1 2 1 1 1 0 0 1 1 1 1 1 2 1 1 1 1 1 1 1 1 0 0 1 2 1 1 2 1 1 1 1 1 1 0 0 0 0 0 1 1 1 0 0 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 52 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 PhD Single GraduationSingle 2n Cycle Married GraduationDivorced Master Married PhD Together GraduationWidow GraduationSingle PhD Single Master Together Master Together 2n Cycle Single PhD Divorced GraduationDivorced PhD Single Master Divorced PhD Divorced PhD Single PhD Single Master Divorced GraduationSingle GraduationMarried PhD Widow PhD Widow PhD Married PhD Married GraduationTogether GraduationTogether Master Together Master Single PhD Together GraduationDivorced GraduationDivorced PhD Divorced GraduationTogether GraduationMarried GraduationMarried GraduationMarried GraduationSingle PhD Married GraduationMarried PhD Single PhD Together PhD Together PhD Single GraduationDivorced GraduationDivorced 23091 20k - 39999 30983 20k - 39999 32632 20k - 39999 33378 20k - 39999 33562 20k - 39999 33629 20k - 39999 34213 20k - 39999 34377 20k - 39999 36736 20k - 39999 38620 20k - 39999 38620 20k - 39999 39548 20k - 39999 41003 40k - 59999 45146 40k - 59999 46757 40k - 59999 48721 40k - 59999 48799 40k - 59999 48918 40k - 59999 48918 40k - 59999 49476 40k - 59999 49980 40k - 59999 50437 40k - 59999 52278 40k - 59999 52278 40k - 59999 53378 40k - 59999 54072 40k - 59999 54414 40k - 59999 56253 40k - 59999 57288 40k - 59999 64191 60k - 89999 66313 60k - 89999 68118 60k - 89999 68118 60k - 89999 72968 60k - 89999 77226 60k - 89999 77437 60k - 89999 80124 80k - 99999 80124 80k - 99999 80695 80k - 99999 81300 80k - 99999 < 20k 27238 20k - 39999 31497 20k - 39999 31497 20k - 39999 33419 20k - 39999 37859 20k - 39999 39552 20k - 39999 1 0 0 1 1 1 1 0 1 0 0 1 0 1 0 1 0 1 1 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 0 1 2 1 1 1 1 0 0 1 0 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 0 0 1 1 1 1 1 1 2 1 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 53 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 PhD Married Master Single GraduationDivorced Master Together GraduationTogether GraduationSingle GraduationTogether PhD Single PhD Married GraduationMarried PhD Together GraduationMarried GraduationSingle Master Married Master Married Master Single Master Divorced GraduationTogether GraduationDivorced GraduationMarried GraduationSingle GraduationSingle GraduationMarried PhD Widow GraduationTogether Master Single Master Married GraduationTogether GraduationTogether GraduationTogether GraduationSingle 2n Cycle Divorced 2n Cycle Together PhD Widow GraduationMarried PhD Divorced PhD Divorced GraduationMarried GraduationMarried GraduationMarried GraduationDivorced Basic Married Basic Married GraduationSingle PhD Together GraduationMarried GraduationSingle 42769 40k - 59999 45183 40k - 59999 46102 40k - 59999 47175 40k - 59999 50127 40k - 59999 50785 40k - 59999 51195 40k - 59999 52597 40k - 59999 54693 40k - 59999 55759 40k - 59999 56067 40k - 59999 56181 40k - 59999 57967 40k - 59999 58646 40k - 59999 58646 40k - 59999 59247 40k - 59999 59432 40k - 59999 62568 60k - 89999 63887 60k - 89999 65316 60k - 89999 66565 60k - 89999 69627 60k - 89999 71434 60k - 89999 71670 60k - 89999 72025 60k - 89999 72217 60k - 89999 72828 60k - 89999 75072 60k - 89999 76081 60k - 89999 76081 60k - 89999 76624 60k - 89999 81975 80k - 99999 82122 80k - 99999 82571 80k - 99999 83715 80k - 99999 85696 80k - 99999 85696 80k - 99999 86111 80k - 99999 16860 < 20k 27116 20k - 39999 27215 20k - 39999 28249 20k - 39999 28249 20k - 39999 30081 20k - 39999 32583 20k - 39999 36443 20k - 39999 45938 40k - 59999 0 0 2 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 2 0 0 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 0 0 0 1 1 0 0 1 1 0 0 0 0 0 0 1 1 1 0 0 1 1 1 0 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 54 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 GraduationSingle Master Together GraduationMarried PhD Married PhD Divorced PhD Married GraduationSingle 2n Cycle Widow GraduationMarried GraduationMarried Master Married Master Married PhD Together PhD Together GraduationTogether PhD Divorced PhD Together Master Together Master Together GraduationMarried Master Married GraduationSingle GraduationSingle PhD Single GraduationSingle GraduationTogether PhD Married GraduationTogether Master Together Master Together GraduationTogether Basic Widow Master Married GraduationMarried GraduationMarried GraduationTogether Master Married GraduationMarried 2n Cycle Single PhD Together Master Divorced Master Together GraduationTogether 2n Cycle Widow Master Married 2n Cycle Single GraduationWidow 46524 40k - 59999 48330 40k - 59999 49678 40k - 59999 54456 40k - 59999 54959 40k - 59999 57072 40k - 59999 57091 40k - 59999 59184 40k - 59999 60544 60k - 89999 60544 60k - 89999 61794 60k - 89999 61923 60k - 89999 63342 60k - 89999 63342 60k - 89999 64260 60k - 89999 64325 60k - 89999 66426 60k - 89999 74881 60k - 89999 74881 60k - 89999 79410 60k - 89999 80950 80k - 99999 82014 80k - 99999 82332 80k - 99999 84865 80k - 99999 86429 80k - 99999 88347 80k - 99999 < 20k 13672 < 20k 17144 < 20k 17144 < 20k 19740 < 20k 22123 20k - 39999 28520 20k - 39999 29315 20k - 39999 29440 20k - 39999 30507 20k - 39999 30522 20k - 39999 31454 20k - 39999 32218 20k - 39999 38201 20k - 39999 39228 20k - 39999 41275 40k - 59999 44512 40k - 59999 46779 40k - 59999 47353 40k - 59999 47823 40k - 59999 47916 40k - 59999 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 1 1 0 0 1 1 1 0 0 1 0 0 0 1 1 1 0 0 0 1 1 1 1 1 1 0 1 1 1 1 2 1 1 0 1 1 1 1 0 0 0 0 0 0 0 1 1 1 1 1 0 1 1 1 0 1 1 0 1 0 2 1 1 1 1 1 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 55 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 GraduationSingle PhD Married 2n Cycle Together PhD Divorced PhD Divorced GraduationMarried Master Married GraduationDivorced GraduationDivorced GraduationTogether GraduationTogether GraduationTogether GraduationTogether PhD Married GraduationMarried GraduationTogether Master Together PhD Single PhD Married GraduationTogether GraduationMarried Master Married 2n Cycle Married Master Together 2n Cycle Divorced Master Married 2n Cycle Together Master Single Master Single GraduationMarried GraduationMarried GraduationMarried GraduationDivorced GraduationTogether 2n Cycle Married Master Widow PhD Married Master Married PhD Single GraduationMarried PhD Married GraduationTogether PhD Married GraduationMarried GraduationTogether GraduationSingle GraduationDivorced 48904 40k - 59999 49154 40k - 59999 50523 40k - 59999 50611 40k - 59999 50611 40k - 59999 51651 40k - 59999 54197 40k - 59999 58401 40k - 59999 62204 60k - 89999 62807 60k - 89999 62807 60k - 89999 63381 60k - 89999 63381 60k - 89999 65695 60k - 89999 67716 60k - 89999 70971 60k - 89999 73113 60k - 89999 76045 60k - 89999 77037 60k - 89999 78468 60k - 89999 79530 60k - 89999 81843 80k - 99999 82504 80k - 99999 83151 80k - 99999 87305 80k - 99999 89058 80k - 99999 92556 80k - 99999 98777 80k - 99999 98777 80k - 99999 18690 < 20k 18690 < 20k 18690 < 20k 23295 20k - 39999 24221 20k - 39999 26887 20k - 39999 33051 20k - 39999 33762 20k - 39999 34242 20k - 39999 34554 20k - 39999 35701 20k - 39999 36732 20k - 39999 38285 20k - 39999 38829 20k - 39999 42243 40k - 59999 44911 40k - 59999 50664 40k - 59999 52332 40k - 59999 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 1 2 0 1 0 1 0 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 0 1 1 1 1 1 1 0 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 56 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 PhD Married GraduationMarried PhD Together GraduationTogether GraduationMarried GraduationTogether GraduationMarried 2n Cycle Divorced GraduationMarried GraduationDivorced GraduationSingle PhD Divorced GraduationDivorced GraduationMarried GraduationMarried PhD Widow PhD Divorced GraduationTogether GraduationTogether GraduationTogether GraduationTogether PhD Married GraduationWidow Master Married 2n Cycle Divorced GraduationMarried GraduationSingle Master Together GraduationMarried GraduationTogether GraduationTogether Master Together PhD Single Basic Single 2n Cycle Together 2n Cycle Together GraduationTogether Master Single PhD Divorced PhD Widow GraduationDivorced PhD Together 2n Cycle Single Master Together GraduationSingle GraduationTogether Master Together 52854 40k - 59999 53154 40k - 59999 53537 40k - 59999 54753 40k - 59999 54984 40k - 59999 57957 40k - 59999 58113 40k - 59999 59052 40k - 59999 61180 60k - 89999 61250 60k - 89999 62450 60k - 89999 62859 60k - 89999 63033 60k - 89999 65031 60k - 89999 65492 60k - 89999 67786 60k - 89999 68805 60k - 89999 71232 60k - 89999 71367 60k - 89999 71367 60k - 89999 71706 60k - 89999 75032 60k - 89999 76320 60k - 89999 77520 60k - 89999 78353 60k - 89999 79823 60k - 89999 80982 80k - 99999 82576 80k - 99999 87195 80k - 99999 87771 80k - 99999 87771 80k - 99999 89120 80k - 99999 < 20k 15056 < 20k 26490 20k - 39999 26490 20k - 39999 28087 20k - 39999 30523 20k - 39999 32173 20k - 39999 33438 20k - 39999 35246 20k - 39999 37334 20k - 39999 38741 20k - 39999 42315 40k - 59999 45160 40k - 59999 46610 40k - 59999 46692 40k - 59999 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 2 0 1 1 1 1 0 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 1 1 0 0 1 1 1 1 1 1 1 0 0 1 1 0 0 1 0 0 1 1 1 1 1 1 1 1 1 0 1 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 57 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 GraduationMarried Master Married GraduationSingle PhD Widow PhD Single Master Married PhD Together GraduationMarried 2n Cycle Together GraduationTogether GraduationTogether GraduationMarried Master Alone GraduationTogether GraduationMarried GraduationTogether PhD Together GraduationTogether GraduationMarried GraduationSingle GraduationTogether PhD Single GraduationDivorced GraduationMarried PhD Together Master Single 2n Cycle Single PhD Together GraduationDivorced PhD Together PhD Single GraduationDivorced Master Married PhD Widow GraduationMarried PhD Together 2n Cycle Single GraduationSingle GraduationTogether PhD Together GraduationTogether GraduationTogether GraduationMarried GraduationTogether GraduationTogether GraduationSingle PhD Married 48192 40k - 59999 49572 40k - 59999 49967 40k - 59999 50520 40k - 59999 50729 40k - 59999 51412 40k - 59999 51518 40k - 59999 51876 40k - 59999 53083 40k - 59999 53977 40k - 59999 53977 40k - 59999 61074 60k - 89999 61331 60k - 89999 64961 60k - 89999 65148 60k - 89999 65196 60k - 89999 65488 60k - 89999 66886 60k - 89999 67267 60k - 89999 68281 60k - 89999 69096 60k - 89999 71691 60k - 89999 71964 60k - 89999 72905 60k - 89999 74250 60k - 89999 75154 60k - 89999 75342 60k - 89999 77863 60k - 89999 78331 60k - 89999 78952 60k - 89999 79761 60k - 89999 79803 60k - 89999 80739 80k - 99999 80995 80k - 99999 81320 80k - 99999 84460 80k - 99999 85485 80k - 99999 94472 80k - 99999 < 20k 6835 < 20k 21994 20k - 39999 21994 20k - 39999 23539 20k - 39999 26091 20k - 39999 26091 20k - 39999 36864 20k - 39999 37633 20k - 39999 0 1 0 0 1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 1 1 2 0 1 1 0 1 0 0 0 0 1 1 0 1 1 1 1 0 1 0 0 0 1 1 1 1 1 0 1 1 1 1 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 58 50 to 59 59 50 to 59 59 50 to 59 59 50 to 59 59 50 to 59 59 50 to 59 59 50 to 59 59 50 to 59 59 50 to 59 59 50 to 59 59 50 to 59 59 50 to 59 59 50 to 59 PhD Together PhD Single PhD Divorced GraduationTogether GraduationMarried PhD Married GraduationTogether GraduationMarried GraduationTogether GraduationSingle GraduationMarried 2n Cycle Married PhD Divorced GraduationMarried GraduationSingle GraduationMarried GraduationSingle GraduationWidow Master Absurd Master Together GraduationWidow Master Together Master Married Master Together Graduatio...
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