basic statistics

User Generated

gbcghgbexg

Mathematics

Harvard Business School

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questions 2 Using the variable MNTWINES from the dataset: a) Find the average income for all respondents Answer: The average income for all respondets is $51,958.81. b) Divide the data into two groups, those who are below the average income, and those who a c) Compare the amount spent on wine for the two groups. We cannot assume the population v d) What are your hypotheses? e) What is the value of the test statistic and p-value? f) What are your conclusions at the 5% significance level? g) Interpret your findings. Using the included dataset, conduct a full hypothesis test to determine if Married and Single people spend th 3 Meat Products (MNT MEAT PRODUCTS) Page 1 questions wer: e average income, and those who are the average or above. We cannot assume the population variances are equal. Married and Single people spend the same amount on Page 2 Age Education Age Categorical 19 18 to 29 2n Cycle 19 18 to 29 Basic 20 18 to 29 Graduation 20 18 to 29 Graduation 20 18 to 29 Graduation 20 18 to 29 2n Cycle 20 18 to 29 2n Cycle 21 18 to 29 Graduation 21 18 to 29 Graduation 21 18 to 29 Graduation 22 18 to 29 Graduation 22 18 to 29 Graduation 22 18 to 29 Graduation 22 18 to 29 Graduation 22 18 to 29 Graduation 23 18 to 29 Basic 23 18 to 29 Basic 23 18 to 29 Basic 23 18 to 29 Basic 23 18 to 29 Graduation 23 18 to 29 Graduation 23 18 to 29 Master 23 18 to 29 Graduation 23 18 to 29 Graduation 23 18 to 29 Graduation 23 18 to 29 Graduation 23 18 to 29 2n Cycle 23 18 to 29 Master 24 18 to 29 Graduation 24 18 to 29 2n Cycle 24 18 to 29 Basic 24 18 to 29 Graduation 24 18 to 29 Graduation 24 18 to 29 Graduation 24 18 to 29 2n Cycle 24 18 to 29 PhD 24 18 to 29 PhD 24 18 to 29 PhD 24 18 to 29 Graduation 24 18 to 29 Graduation 24 18 to 29 Graduation 24 18 to 29 Master 24 18 to 29 Master 25 18 to 29 Basic Marital_St Teenhom atus Kidhome e Dt_Customer Income Age Categorical 7500 < 20k Married 0 0 9/11/2012 Married 14421 < 20k 0 0 02/17/2014 Single 34824 20k - 39999 0 0 03/26/2014 Single 34824 20k - 39999 0 0 03/26/2014 Single 71163 60k - 89999 0 0 9/3/2014 Single 80617 80k - 99999 0 0 12/10/2012 Single 83257 80k - 99999 0 0 09/18/2012 Together 80134 80k - 99999 0 0 02/14/2014 Together 80685 80k - 99999 0 0 08/22/2012 Single 95529 80k - 99999 0 0 3/12/2012 Single 70515 60k - 89999 0 0 10/21/2013 Single 72354 60k - 89999 0 0 04/17/2013 Single 74293 60k - 89999 0 0 4/5/2014 Single 74293 60k - 89999 0 0 4/5/2014 Absurd 79244 60k - 89999 0 0 12/19/2012 Single 7500 < 20k 1 0 3/12/2012 Single 15253 < 20k 1 0 10/28/2013 Married 17256 < 20k 1 0 11/23/2013 Single 18746 < 20k 1 0 05/29/2014 Married 34935 20k - 39999 0 0 06/21/2013 Married 34935 20k - 39999 0 0 06/21/2013 Together 42670 40k - 59999 0 0 04/27/2013 Single 48789 40k - 59999 0 0 10/9/2012 Together 63207 60k - 89999 0 0 01/20/2013 Together 75114 60k - 89999 0 0 7/11/2013 Single 83528 80k - 99999 0 0 1/5/2014 Married 87000 80k - 99999 0 0 12/15/2012 Single 92859 80k - 99999 0 0 10/19/2012 Single 8028 < 20k 0 0 09/18/2012 Together 20193 20k - 39999 0 0 11/28/2012 Single 26868 20k - 39999 1 0 04/30/2014 Married 42691 40k - 59999 0 0 08/16/2013 Single 49767 40k - 59999 0 0 2/5/2013 Married 51373 40k - 59999 0 0 06/22/2013 Single 61618 60k - 89999 0 0 09/29/2012 Single 68126 60k - 89999 0 0 10/11/2012 Together 68682 60k - 89999 0 0 6/10/2013 Together 68682 60k - 89999 0 0 6/10/2013 Single 86037 80k - 99999 0 0 2/1/2013 Together 89891 80k - 99999 0 0 04/15/2013 Single 90273 80k - 99999 0 0 12/14/2013 Single 90638 80k - 99999 0 0 02/13/2014 Single 90638 80k - 99999 0 0 02/13/2014 Single 16185 < 20k 1 0 5/8/2013 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 26 18 to 29 Graduation Graduation Graduation Graduation Graduation Basic 2n Cycle Graduation Graduation Graduation Graduation 2n Cycle Graduation Graduation PhD Master Graduation Graduation 2n Cycle Master Master Basic Graduation Graduation Basic Graduation Graduation Graduation Graduation Graduation PhD PhD Graduation Graduation 2n Cycle Graduation Graduation 2n Cycle Graduation PhD Graduation PhD Graduation Graduation 2n Cycle Master Graduation Married Married Married Married Married Married Married Single Married Single Married Single Single Married Married Single Single Single Together Divorced Divorced Married Single Single Married Married Married Single Single Together Single Single Married Married Together Married Single Married Single Together Married Together Single Single Married Together Married 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 < 20k 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 0 12/31/2012 10/29/2013 02/16/2013 02/16/2013 02/16/2013 12/29/2012 8/3/2014 06/30/2013 8/7/2013 02/13/2013 11/12/2013 03/30/2013 08/17/2013 11/28/2013 08/26/2012 03/27/2013 04/23/2013 12/20/2013 4/5/2014 05/22/2014 05/22/2014 03/18/2013 11/20/2013 8/4/2014 12/22/2012 4/7/2013 4/7/2013 12/30/2012 12/30/2012 03/28/2014 11/9/2013 11/9/2013 01/31/2013 05/31/2013 4/10/2012 10/29/2012 10/2/2014 11/1/2014 02/18/2014 05/17/2013 5/4/2014 05/16/2014 07/19/2013 07/19/2013 5/5/2013 2/5/2014 3/6/2013 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 28 18 to 29 Basic 2n Cycle 2n Cycle Graduation 2n Cycle 2n Cycle Graduation Graduation Graduation Graduation Graduation Graduation 2n Cycle Graduation Graduation Graduation 2n Cycle Graduation PhD PhD Graduation Graduation Graduation Graduation Master Graduation Graduation Graduation Master Graduation Basic Graduation Graduation Basic Graduation Graduation 2n Cycle Graduation Graduation 2n Cycle Master PhD PhD Graduation PhD Graduation Master Together Married Married Single Single Married Married Single Single Together Alone Single Divorced Married Single Together Together Single Married Married Married Married Single Single Married Married Married Together Single Married Single Married Together Single Together Single Single Married Single Married Single Single Single Single Married Single Divorced 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 61787 60k - 89999 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 0 08/31/2012 12/11/2012 10/5/2014 05/18/2014 5/10/2012 4/9/2012 1/11/2012 2/2/2014 04/28/2014 8/12/2013 12/5/2014 12/5/2014 7/3/2013 05/30/2013 04/13/2014 03/19/2013 11/4/2014 2/11/2013 08/31/2012 08/31/2012 01/13/2013 01/13/2013 10/8/2012 10/8/2012 10/28/2013 2/2/2014 2/2/2014 07/27/2013 04/29/2014 9/1/2013 01/29/2013 10/10/2012 8/11/2012 09/25/2013 02/13/2013 12/24/2012 7/2/2014 8/9/2012 8/10/2013 2/9/2013 10/28/2013 10/1/2013 10/1/2013 08/22/2012 1/10/2012 05/18/2014 6/7/2013 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 29 18 to 29 Graduation Graduation Master Master PhD Graduation Graduation Graduation PhD 2n Cycle Basic Basic Master Basic Basic 2n Cycle Graduation Master 2n Cycle Graduation Graduation Graduation Graduation Graduation Master Master PhD Graduation Graduation PhD Graduation PhD Graduation Graduation Graduation Master Master PhD PhD Graduation Graduation Graduation Graduation Master 2n Cycle PhD Graduation Together Together Married Single Single Married Divorced Divorced Single Married Single Single Single Married Married Together Divorced Single Married Married Married Married Single Single Married Married Single Married Together Together Together Together Married Single Divorced Together Together Married Single Married Married Together Married Married Single Married Together 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 83033 80k - 99999 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 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 5/9/2012 03/31/2013 03/18/2014 1/3/2014 02/24/2014 12/24/2013 02/25/2014 02/25/2014 9/10/2013 7/2/2013 08/22/2012 12/22/2012 09/24/2013 10/29/2012 10/29/2012 01/25/2013 10/22/2013 12/29/2012 7/9/2013 10/22/2012 10/21/2013 12/7/2013 10/13/2012 08/17/2012 10/28/2013 8/7/2013 02/13/2013 4/12/2012 5/2/2014 02/16/2014 07/30/2013 06/29/2013 2/8/2013 02/14/2013 7/12/2013 01/13/2013 01/13/2013 10/3/2014 2/4/2013 10/1/2013 10/1/2013 02/15/2013 04/27/2014 11/1/2013 10/31/2012 03/30/2013 05/18/2014 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 31 30 to 39 Graduation PhD Graduation Graduation 2n Cycle Basic PhD Master Graduation Graduation Master Graduation Graduation 2n Cycle Graduation Graduation Graduation Graduation PhD Graduation PhD 2n Cycle 2n Cycle PhD Master 2n Cycle Graduation Graduation Graduation PhD Graduation Graduation Graduation Graduation Graduation Graduation Graduation 2n Cycle Graduation PhD Graduation Master PhD Graduation Graduation Graduation Basic Married Together Married Single Together Single Married Married Married Married Married Married Single Married Together Single Single Single Single Married Married Single Married Single Together Single Married Together Married Married Single Single Single Married Single Married Single Married Together Single Together Single Married Married Together Married Single 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 25707 20k - 39999 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 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 06/17/2014 11/23/2013 04/24/2014 02/20/2013 1/8/2012 12/1/2013 02/19/2013 4/9/2013 11/14/2013 11/14/2013 12/3/2013 08/20/2013 2/8/2013 02/18/2014 08/27/2012 08/29/2012 08/29/2012 10/27/2013 05/19/2014 01/27/2013 8/5/2013 3/11/2012 06/16/2013 07/30/2013 10/14/2012 06/19/2013 06/16/2014 09/18/2012 02/19/2013 08/24/2012 08/14/2012 5/10/2012 5/10/2012 4/5/2013 10/29/2013 12/19/2013 03/16/2013 09/17/2012 08/31/2012 08/30/2013 1/3/2014 10/11/2012 05/23/2014 5/1/2014 12/27/2013 02/27/2013 01/18/2014 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 32 30 to 39 Graduation Graduation Master Master Graduation 2n Cycle Graduation Graduation Graduation 2n Cycle Graduation Graduation PhD Graduation PhD Graduation Master PhD Graduation Graduation 2n Cycle PhD Graduation PhD Graduation PhD Graduation PhD Graduation Graduation PhD Graduation Graduation Master Master Graduation Graduation Graduation Graduation Graduation Master 2n Cycle PhD Master Graduation Master Graduation Together Married Married Single Married Together Single Together Together Married Single Together Married Married Single Married Married Single Single Married Married Married Married Married Single Single Married Together Together Single Married Single Married Married Married Together Together Together Married Married Single Married Married Married Together Married Married 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 36790 20k - 39999 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 0 10/2/2014 7/11/2013 01/22/2014 5/12/2012 5/4/2014 4/7/2013 11/5/2014 11/13/2012 11/13/2012 04/22/2014 10/15/2013 1/2/2014 09/23/2013 03/28/2013 12/10/2012 09/28/2013 1/4/2013 11/28/2012 3/11/2012 5/10/2013 1/8/2013 10/15/2012 04/25/2014 6/2/2014 04/21/2013 10/9/2013 12/23/2013 07/21/2013 06/30/2013 04/13/2014 4/6/2014 04/16/2013 5/12/2012 5/4/2013 5/4/2013 10/27/2013 03/21/2013 03/21/2013 05/22/2014 05/22/2014 03/20/2014 12/5/2014 10/16/2013 04/20/2014 9/12/2013 09/20/2013 1/3/2013 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 33 30 to 39 Graduation Graduation Graduation Graduation Graduation Graduation Graduation PhD PhD Graduation PhD Graduation Graduation 2n Cycle Graduation PhD PhD Master PhD PhD Graduation Graduation Master Master Graduation Master Graduation 2n Cycle Master Basic Graduation Master Graduation Graduation PhD Graduation PhD Graduation Graduation 2n Cycle Graduation Master Graduation Graduation 2n Cycle 2n Cycle Graduation Together Single Together Married Married Married Together Married Married Married Together Married Together Single Divorced Married Single Single Divorced Married Single Married Single Together Together Married Married Single Together Single Married Together Single Married Together Married Single Single Together Together Married Married Together Together Married Together Together 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 61416 60k - 89999 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 0 04/18/2013 03/25/2014 3/4/2014 02/14/2013 02/14/2013 02/14/2013 3/5/2014 06/20/2013 06/20/2013 7/7/2013 09/28/2013 01/14/2014 9/8/2012 1/3/2013 05/28/2013 02/27/2013 3/6/2013 02/25/2013 05/22/2013 1/5/2013 12/3/2013 11/15/2013 12/12/2013 5/6/2014 02/22/2014 7/1/2014 02/26/2014 11/17/2012 4/12/2013 03/20/2013 04/18/2014 04/23/2013 06/17/2013 07/13/2013 11/2/2013 8/8/2012 01/28/2014 8/8/2012 08/17/2013 07/25/2013 02/26/2013 5/4/2013 03/23/2014 7/8/2013 02/16/2014 09/28/2013 8/2/2013 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 34 30 to 39 Graduation Graduation 2n Cycle 2n Cycle Graduation Graduation Graduation PhD PhD Graduation Graduation Master 2n Cycle Master Master Graduation PhD PhD PhD Graduation 2n Cycle Graduation Master 2n Cycle Basic Graduation 2n Cycle Graduation Graduation Graduation Basic 2n Cycle PhD Master Master Graduation PhD Graduation Graduation Master Graduation 2n Cycle PhD 2n Cycle Graduation 2n Cycle Graduation Married Married Together Together Single Married Married Together Together Together Together Together Single Single Single Married Married Married Married Single Together Married Single Single Married Married Married Divorced Married Together Married Married Single Single Married Together Together Married Single Together Together Single Together Married Married Married Together 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 56386 40k - 59999 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 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 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 1 1 1 1 2/11/2012 01/14/2014 09/25/2012 09/25/2012 12/1/2013 9/11/2012 9/11/2012 10/25/2013 10/25/2013 8/5/2013 8/5/2013 5/12/2013 12/30/2013 4/7/2013 4/7/2013 5/4/2013 7/8/2013 7/8/2013 4/8/2012 06/17/2013 10/16/2013 10/11/2012 12/23/2013 08/27/2012 11/2/2013 10/16/2013 08/26/2013 04/13/2013 11/29/2013 08/17/2012 01/27/2013 3/10/2013 05/31/2013 03/30/2014 2/10/2013 08/28/2013 05/25/2013 07/30/2013 11/23/2013 08/31/2012 11/19/2013 4/4/2014 12/21/2012 06/19/2014 05/17/2013 03/27/2013 10/27/2012 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 35 30 to 39 PhD Graduation PhD Graduation Graduation 2n Cycle 2n Cycle Master PhD Graduation Graduation PhD 2n Cycle Graduation Basic Graduation 2n Cycle Basic Graduation PhD Graduation Master 2n Cycle Graduation Graduation PhD Graduation Graduation Graduation PhD Graduation Graduation 2n Cycle Graduation Graduation Graduation Graduation Graduation PhD 2n Cycle Graduation Master 2n Cycle PhD Graduation Master Graduation Together Divorced Married Single Single Together Together Together Married Together Single Single Together Married Married Married Together Married Single Married Single Married Single Married Married Single Married Married Married Married Together Together Single Married Married Single Married Together Single Single Together Married Married Single Married Divorced Married 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 80011 80k - 99999 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 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 0 0 1 1 0 1 0 1 0 0 1 0 0 1 0 1 0 1 4/8/2012 01/25/2014 01/19/2014 06/16/2014 06/23/2014 2/5/2014 2/5/2014 04/30/2014 1/5/2013 5/2/2014 02/22/2013 05/31/2013 9/11/2012 10/5/2013 08/14/2012 08/22/2013 2/10/2013 7/9/2012 08/29/2012 5/1/2013 4/10/2013 09/26/2013 02/27/2014 01/23/2014 10/4/2013 06/16/2014 10/10/2013 12/24/2012 08/30/2012 12/12/2012 10/13/2012 12/16/2012 2/7/2013 3/12/2013 06/25/2014 11/3/2014 11/8/2012 4/3/2014 12/23/2013 2/1/2014 11/14/2012 05/13/2014 1/12/2013 5/5/2013 12/16/2013 8/8/2012 04/29/2013 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 36 30 to 39 Graduation Graduation Graduation 2n Cycle Graduation 2n Cycle Graduation 2n Cycle Graduation Graduation Basic Basic Master Graduation Basic Graduation Basic Master Basic Basic Graduation PhD Graduation 2n Cycle PhD Master Master Graduation Graduation Master Master Graduation Graduation 2n Cycle Graduation Graduation Graduation Graduation Graduation Graduation 2n Cycle Graduation Graduation Master Graduation Graduation Graduation Divorced Single Married Married Married Together Married Divorced Divorced Divorced Single Single Single Married Single Together Together Together Together Together Married Together Together Married Married Married Divorced Together Married Married Married Single Single Married Married Single Married Single Single Single Together Single Single Together Married Divorced Single 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 70337 60k - 89999 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 0 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 0 09/23/2012 06/16/2013 10/31/2012 05/23/2014 6/1/2013 7/5/2013 08/29/2012 10/3/2013 10/10/2012 10/10/2012 06/27/2013 03/17/2013 04/18/2014 01/13/2013 12/17/2012 3/9/2012 8/1/2013 08/31/2012 10/12/2013 10/12/2013 7/3/2014 10/5/2014 10/17/2012 4/5/2013 11/22/2012 02/23/2014 7/8/2013 10/19/2013 10/4/2014 03/15/2013 1/12/2013 5/7/2013 12/24/2013 05/20/2013 2/1/2013 10/6/2013 11/26/2013 03/28/2013 1/4/2013 1/4/2013 08/28/2012 7/8/2013 7/8/2013 9/12/2013 03/24/2013 09/30/2013 2/1/2014 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 37 30 to 39 Graduation Graduation Graduation Graduation Graduation Graduation Graduation Graduation 2n Cycle Graduation Graduation 2n Cycle Graduation 2n Cycle Graduation 2n Cycle Graduation Graduation Basic Basic 2n Cycle Graduation 2n Cycle Basic PhD Graduation Graduation Graduation Graduation PhD Graduation Graduation PhD Master 2n Cycle 2n Cycle PhD PhD Graduation Graduation Graduation 2n Cycle Graduation 2n Cycle PhD Graduation Graduation Married Married Together Together Together Together Together Together Single Together Single Married Together Together Married Divorced Together Together Together Together Married Together Married Single Together Married Together Single Single Single Married Married Together Single Married Single Married Married Married Married Single Single Single Together Married Together Together 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 41580 40k - 59999 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 1 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 1 1/11/2012 3/7/2013 2/5/2014 2/5/2014 2/11/2013 2/11/2013 08/25/2012 04/20/2013 03/19/2014 3/1/2014 12/27/2012 4/12/2012 06/18/2014 01/17/2013 3/11/2012 11/5/2014 06/19/2013 06/19/2013 9/9/2012 9/9/2012 1/9/2013 11/2/2013 4/6/2013 05/20/2013 4/8/2012 02/24/2014 12/2/2014 08/21/2013 7/3/2013 10/5/2013 9/9/2013 9/9/2013 10/25/2013 8/3/2014 02/19/2013 12/28/2013 11/23/2012 11/23/2012 04/22/2013 2/1/2013 12/19/2012 09/13/2013 11/29/2013 1/8/2013 04/22/2013 9/4/2013 10/12/2012 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 38 30 to 39 Graduation Graduation Graduation Graduation Master Graduation PhD 2n Cycle Graduation 2n Cycle 2n Cycle Graduation Graduation PhD Graduation Graduation Graduation Graduation Master Graduation Graduation 2n Cycle Graduation Graduation Graduation Graduation Graduation Master Graduation Graduation Graduation Graduation PhD Graduation Graduation Graduation PhD Master Master 2n Cycle 2n Cycle Graduation Master Graduation 2n Cycle Master Graduation Divorced Together Together Married Married Married Married Married Married Single Together Together Widow Single Divorced Married Together Single Together Divorced Divorced Together Married Married Married Married Married Single Together Divorced Married Divorced Married Married Together Married Married Together Married Together Together Married Married Single Together Married Single 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 28769 20k - 39999 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 0 9/2/2014 03/26/2013 12/1/2013 7/6/2014 05/29/2014 06/17/2014 1/3/2014 12/9/2013 10/29/2013 12/5/2014 4/9/2012 6/5/2013 03/18/2013 1/3/2013 5/4/2014 6/2/2013 1/10/2013 12/9/2013 6/10/2013 10/14/2013 10/14/2013 9/2/2013 2/1/2014 11/29/2012 12/6/2013 12/6/2013 4/3/2014 12/16/2013 8/10/2013 11/2/2014 12/3/2014 09/21/2012 10/29/2012 2/1/2013 9/11/2013 10/2/2014 11/25/2013 01/23/2014 08/18/2012 12/8/2012 04/30/2013 8/5/2014 5/9/2013 7/8/2012 7/11/2013 5/7/2013 12/18/2012 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 39 30 to 39 PhD Graduation 2n Cycle Graduation Graduation 2n Cycle Graduation Graduation Graduation PhD Graduation Master Graduation Graduation Graduation Graduation Graduation Graduation Graduation PhD Master Graduation Master Graduation Graduation Graduation Graduation Master Graduation Master 2n Cycle PhD PhD Graduation Graduation Graduation Graduation Master 2n Cycle Graduation Graduation Graduation PhD Graduation Graduation Graduation Basic Married Married Married Married Married Single Divorced Together Married Divorced Single Single Single Together Divorced Married Married Married Married Single Married Together Married Married Married Married Together Married Single Together Divorced Married Married Married Married Married Married Married Together Divorced Single Together Together Together Together Married Married 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 7500 < 20k 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 0 10/13/2012 7/11/2013 01/22/2013 12/29/2013 12/29/2013 06/22/2014 1/12/2013 01/30/2014 2/5/2013 6/9/2012 2/1/2013 04/16/2014 3/9/2012 6/12/2013 12/19/2012 10/31/2012 1/4/2014 08/17/2012 08/17/2012 7/12/2013 11/21/2012 04/24/2014 8/6/2014 4/2/2013 11/9/2013 11/9/2013 10/17/2013 05/23/2014 03/21/2014 06/18/2014 07/25/2013 01/31/2013 09/28/2012 01/16/2013 08/20/2013 11/9/2012 4/10/2012 05/23/2014 10/3/2014 7/6/2014 9/4/2014 6/8/2013 2/11/2012 04/29/2013 2/6/2013 07/30/2013 11/13/2012 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 Graduation Basic Graduation Graduation PhD PhD Graduation Graduation Graduation Graduation Master Graduation 2n Cycle Graduation 2n Cycle 2n Cycle 2n Cycle 2n Cycle Graduation Master Master Graduation Graduation Graduation Graduation Graduation Master Master Graduation 2n Cycle PhD Master Graduation Graduation Graduation Graduation PhD Graduation Master Graduation Graduation PhD PhD Master Master Graduation Graduation Married Divorced Divorced Married Divorced Married Married Married Single Single Together Together Married Married Together Together Together Together Together Together Together Married Divorced Divorced Divorced Divorced Married Married Together Together Together Together Single Single Married Divorced Single Married Together Divorced Single Together Married Married Married Together Together 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 51369 40k - 59999 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 1 1/8/2012 8/8/2012 01/18/2014 01/20/2013 2/7/2013 10/2/2013 01/28/2014 12/11/2013 02/20/2013 02/20/2013 4/7/2013 11/6/2014 2/9/2013 9/6/2013 10/8/2013 4/9/2013 08/20/2013 08/20/2013 01/17/2014 06/27/2013 06/27/2013 12/3/2014 04/22/2013 04/22/2013 03/16/2013 06/14/2013 3/1/2014 09/14/2012 04/14/2014 10/25/2013 2/5/2014 12/9/2012 7/2/2014 7/2/2014 03/19/2014 8/9/2012 02/17/2014 07/21/2013 11/5/2014 3/12/2012 7/11/2013 11/1/2014 12/2/2013 4/11/2013 4/11/2013 3/4/2013 10/25/2012 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 40 40 to 49 Graduation PhD PhD Master Graduation Graduation Graduation PhD PhD Graduation Graduation Graduation PhD Master Graduation Graduation Graduation Master Master Graduation Graduation PhD PhD PhD PhD Master Master Graduation Master PhD Graduation Master 2n Cycle Graduation Graduation 2n Cycle Graduation Master Graduation PhD Master 2n Cycle 2n Cycle Master 2n Cycle 2n Cycle Graduation Together Married Together Married Married Married Together Divorced Married Married Married Married Single Single Married Together Divorced Together Together Married Married Divorced Married Divorced Divorced Single Single Together Single Together Married Divorced Together Single Together Single Single Married Together Together Married Divorced Married Together Together Married Together 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 22280 20k - 39999 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 0 10/25/2012 11/5/2014 8/5/2014 03/20/2014 05/27/2013 9/11/2012 4/6/2013 11/22/2013 11/25/2012 09/18/2013 11/20/2012 10/18/2012 12/22/2012 01/23/2013 08/31/2012 08/31/2013 05/29/2014 11/14/2013 11/14/2013 2/12/2013 7/9/2012 7/3/2013 11/17/2013 07/21/2013 07/21/2013 3/3/2013 6/2/2013 2/5/2014 11/3/2013 08/13/2012 03/19/2013 01/25/2014 2/8/2012 12/10/2012 06/27/2014 12/5/2013 06/28/2014 09/29/2012 12/11/2012 3/6/2013 2/10/2013 12/15/2013 9/12/2013 09/19/2013 11/20/2013 9/12/2013 05/19/2013 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 Master Graduation Graduation Basic Master Graduation Graduation Graduation Graduation Master 2n Cycle Graduation Graduation PhD Graduation 2n Cycle 2n Cycle Master PhD Graduation 2n Cycle Graduation Graduation Master PhD Master Master Master Graduation 2n Cycle 2n Cycle Master Graduation 2n Cycle Graduation PhD PhD Graduation Master Master Graduation Graduation Graduation PhD 2n Cycle Graduation Graduation Together Married Married Married Single Married Single Single Single Together Together Married Divorced Married Married Married Married Married Married Married Single Single Married Married Married Single Single Single Married Together Widow Married Married Single Married Single Single Single Together Married Single Together Single Together Married Single Widow 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 58330 40k - 59999 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 1 05/22/2013 10/28/2012 03/25/2013 10/26/2012 09/16/2013 02/24/2014 02/20/2013 02/20/2013 9/8/2013 01/22/2014 6/9/2012 10/16/2012 07/23/2013 04/25/2014 06/26/2014 03/29/2013 03/29/2013 12/16/2013 10/14/2013 7/4/2013 9/11/2012 06/28/2013 10/30/2013 04/17/2014 09/25/2013 08/18/2012 08/18/2012 08/18/2012 11/29/2013 7/11/2012 02/15/2013 10/20/2013 10/28/2012 12/17/2013 09/17/2013 1/12/2012 1/12/2012 12/2/2013 11/2/2013 08/15/2013 09/22/2013 04/29/2013 12/30/2013 12/25/2012 11/12/2012 04/29/2014 12/25/2013 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 41 40 to 49 Graduation Graduation PhD PhD Graduation Graduation PhD Graduation Graduation 2n Cycle PhD Graduation Graduation PhD Graduation Graduation Graduation PhD PhD Graduation Graduation PhD Master Graduation Graduation Graduation PhD Master Graduation Basic Graduation 2n Cycle 2n Cycle Master PhD PhD Graduation Graduation PhD PhD PhD Graduation PhD PhD Graduation Graduation Graduation Widow Together Divorced Married Together Married Together Married Together Divorced Married Divorced Single Divorced Married Married Together Married Married Married Together Married Single Divorced Divorced Single Married Married Divorced Married Divorced Married Married Together Divorced Divorced Married Married Together Together Together Married Single Single Single Together Married 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 34421 20k - 39999 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 0 12/25/2013 10/23/2013 9/8/2013 5/4/2013 01/17/2014 03/27/2013 4/2/2014 05/24/2014 7/9/2012 1/10/2012 06/14/2014 07/15/2013 05/31/2014 1/5/2013 12/5/2014 11/29/2012 9/9/2013 7/12/2012 11/1/2013 08/29/2012 09/30/2013 12/9/2012 04/14/2013 8/10/2013 8/10/2013 3/6/2013 12/9/2012 12/12/2012 7/2/2014 03/29/2014 01/30/2014 03/17/2014 03/17/2014 01/21/2014 09/18/2012 09/18/2012 4/11/2013 05/22/2014 7/7/2013 6/6/2013 6/6/2013 12/7/2013 10/13/2012 06/24/2013 08/19/2012 3/11/2013 1/7/2013 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 Graduation PhD PhD PhD PhD PhD Graduation Graduation PhD Graduation Graduation Master Graduation Graduation Graduation Graduation PhD PhD Graduation 2n Cycle Master PhD Graduation Graduation Graduation 2n Cycle Graduation Master Graduation Master Graduation PhD PhD Master PhD 2n Cycle PhD Graduation Graduation Graduation PhD Graduation PhD Graduation Graduation PhD PhD Married Married Married Married Married Single Divorced Married Married Single Married Together Single Together Married Married Together Married Married Married Together Married Together Together Single Together Divorced Divorced Together Married Married Married Single Married Married Married Together Married Married Married Single Single Single Married Together Married Together 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 79632 60k - 89999 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 0 1/7/2013 04/13/2013 04/13/2013 11/8/2013 09/14/2012 04/26/2014 05/22/2014 11/29/2012 10/13/2013 08/15/2013 08/29/2012 1/11/2013 04/21/2014 5/9/2013 12/9/2012 12/9/2012 05/16/2013 10/11/2012 07/26/2013 02/27/2014 01/21/2013 03/17/2014 4/1/2014 03/20/2014 06/13/2013 05/24/2014 05/30/2013 08/31/2013 5/12/2012 12/12/2013 06/26/2013 11/20/2013 5/11/2012 03/20/2014 08/21/2013 01/30/2014 1/3/2014 12/8/2012 12/8/2012 12/8/2012 08/28/2013 05/26/2014 5/4/2014 10/27/2012 10/14/2012 02/19/2014 8/4/2014 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 42 40 to 49 Master Graduation Master Graduation Graduation Graduation Basic Basic PhD Graduation Graduation 2n Cycle Graduation Graduation Graduation Master Basic Graduation 2n Cycle 2n Cycle Graduation Graduation PhD Graduation Graduation Graduation 2n Cycle 2n Cycle PhD PhD PhD PhD PhD PhD Graduation Master Master PhD Graduation Graduation 2n Cycle Master 2n Cycle PhD PhD PhD PhD Married Together Married Divorced Single Single Together Married Together Married Together Married Married Married Married Married Together Married Divorced Divorced Married Married Married Married Single Married Married Married Alone Divorced Divorced Divorced Married Married Married Married Married Together Widow Widow Married Divorced Married Single Single YOLO YOLO 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 48432 40k - 59999 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 1 4/6/2013 09/22/2012 06/20/2014 5/4/2013 04/13/2013 12/26/2013 2/10/2012 11/12/2012 03/24/2014 6/10/2012 3/10/2013 3/7/2013 01/28/2014 08/31/2013 09/22/2013 03/29/2014 08/15/2013 08/26/2012 02/13/2014 02/13/2014 9/2/2013 3/1/2013 01/16/2013 12/10/2012 12/23/2013 06/19/2014 08/22/2012 08/22/2012 05/19/2014 05/19/2014 05/19/2014 05/19/2014 6/5/2014 6/5/2014 11/25/2013 4/3/2014 12/30/2013 6/8/2013 11/2/2014 11/2/2014 03/18/2014 01/29/2013 10/6/2014 03/31/2014 10/18/2012 10/18/2012 10/18/2012 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 43 40 to 49 Graduation Graduation Master Graduation Master PhD PhD PhD Graduation Graduation PhD Graduation Graduation Master PhD Graduation Graduation Graduation 2n Cycle Graduation Graduation Graduation Graduation Graduation Graduation PhD Graduation Graduation PhD Master 2n Cycle Basic Graduation Graduation Graduation Graduation 2n Cycle Basic Graduation Graduation PhD PhD Graduation Graduation Graduation Graduation Graduation Married Married Divorced Married Married Married Single Together Together Together Together Married Widow Married Together Married Single Married Together Divorced Together Divorced Married Married Single Married Divorced Married Married Together Married Married Single Married Married Single Married Married Together Divorced Single Married Married Together Married Married Together 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 31590 20k - 39999 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 0 09/21/2012 02/18/2013 05/17/2013 08/13/2013 5/11/2012 1/3/2014 9/2/2014 03/21/2014 08/21/2013 4/12/2013 11/6/2013 7/5/2014 7/10/2012 9/3/2014 6/7/2013 11/9/2013 01/17/2014 03/29/2013 03/23/2014 6/10/2012 2/3/2013 09/17/2013 12/5/2014 12/5/2014 04/18/2013 05/29/2014 9/10/2013 08/19/2013 1/3/2014 11/23/2013 09/14/2012 02/28/2013 04/20/2013 8/8/2013 05/18/2014 10/2/2014 11/29/2012 03/16/2014 12/1/2013 7/2/2014 08/30/2012 05/15/2014 03/24/2014 09/25/2012 03/19/2014 12/11/2012 06/18/2013 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 Graduation Graduation PhD Master Graduation Master Master PhD PhD Graduation PhD Graduation Graduation Graduation PhD Master Master PhD PhD Graduation Graduation 2n Cycle Master Master Master Master 2n Cycle Graduation Master PhD Graduation PhD Master Graduation Graduation PhD PhD PhD Graduation Graduation Graduation Graduation 2n Cycle Graduation PhD 2n Cycle Graduation Single Married Together Married Married Divorced Married Single Single Single Together Married Married Married Single Single Divorced Married Married Single Together Together Single Single Single Together Together Divorced Married Single Married Married Married Married Together Married Married Together Married Together Married Married Single Married Married Married Single 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 72504 60k - 89999 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 1 4/3/2013 04/13/2013 11/4/2014 07/14/2013 03/16/2014 11/8/2013 09/20/2013 06/22/2013 06/22/2013 08/26/2012 2/3/2014 08/20/2012 07/29/2013 07/29/2013 9/5/2014 03/23/2014 9/10/2013 09/16/2013 7/3/2013 04/16/2014 02/17/2013 12/14/2012 09/18/2013 09/18/2013 04/25/2013 10/11/2013 07/24/2013 11/4/2013 11/10/2013 12/12/2012 10/31/2012 11/23/2012 9/7/2013 03/22/2013 07/22/2013 11/9/2013 10/23/2012 11/8/2012 05/23/2013 10/22/2013 03/29/2014 03/29/2014 10/13/2013 09/17/2012 01/26/2013 01/19/2014 6/4/2013 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 44 40 to 49 Graduation Master Master Graduation Graduation PhD PhD Graduation Graduation Master PhD Graduation Graduation PhD PhD PhD Graduation Graduation Graduation Graduation Graduation Graduation Graduation Graduation 2n Cycle Graduation PhD Graduation Graduation Graduation Master Graduation PhD PhD PhD Master Master Master Graduation Graduation Master Master Graduation Master Graduation PhD Graduation Married Married Married Together Married Married Married Married Married Married Together Together Together Single Single Together Divorced Single Together Married Single Single Married Divorced Together Single Together Divorced Widow Widow Together Single Married Together Together Single Single Married Together Together Married Married Married Single Married Married Married 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 37150 20k - 39999 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 0 12/9/2013 08/27/2012 6/2/2014 10/27/2013 05/26/2013 5/4/2014 8/8/2012 05/20/2013 05/20/2013 10/2/2013 12/31/2013 4/10/2013 4/10/2013 12/9/2012 12/9/2012 2/3/2014 05/18/2014 05/15/2013 01/15/2014 12/1/2013 07/31/2013 07/31/2013 05/21/2013 10/18/2012 04/18/2014 8/5/2014 03/25/2014 10/24/2013 12/25/2012 12/25/2012 1/10/2012 07/14/2013 08/22/2013 05/25/2014 05/25/2014 4/10/2013 4/10/2013 6/11/2013 1/1/2013 1/1/2013 10/1/2013 10/1/2013 01/23/2014 10/17/2013 11/17/2012 03/30/2014 11/9/2012 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 Master Graduation Graduation Master Master Graduation 2n Cycle PhD PhD Master Graduation Graduation Graduation Master Graduation PhD PhD 2n Cycle PhD Master Graduation Graduation 2n Cycle 2n Cycle Graduation Graduation Master Master Graduation PhD PhD PhD Graduation Graduation PhD Graduation Graduation Graduation Master Graduation Graduation PhD Graduation Graduation Master Graduation Graduation Married Together Together Single Married Divorced Together Married Single Divorced Divorced Married Divorced Divorced Widow Married Widow Divorced Together Married Married Married Married Married Single Divorced Married Together Single Married Single Married Married Married Divorced Married Together Married Together Together Together Married Single Married Divorced Together Married 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 76445 60k - 89999 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 1 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 0 04/18/2014 01/17/2014 05/15/2013 4/8/2013 03/28/2013 02/21/2013 09/19/2012 11/12/2013 11/5/2013 06/30/2013 10/13/2012 09/15/2012 02/15/2013 11/10/2013 2/12/2013 08/18/2013 8/9/2012 08/18/2012 08/15/2012 5/3/2013 12/30/2012 7/1/2013 7/11/2013 7/11/2013 07/14/2013 11/13/2012 03/23/2014 06/25/2013 4/1/2013 6/9/2013 7/2/2014 06/24/2013 05/26/2014 01/17/2013 05/30/2014 02/26/2013 05/26/2013 10/14/2013 06/25/2013 10/24/2013 08/28/2013 10/16/2012 12/9/2013 6/11/2013 12/8/2013 06/29/2013 09/28/2012 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 45 40 to 49 2n Cycle PhD PhD Master Master PhD Graduation Master Graduation Graduation 2n Cycle 2n Cycle Graduation Graduation Graduation Graduation Graduation Graduation 2n Cycle PhD Graduation Graduation 2n Cycle Graduation Graduation Master Graduation Graduation PhD Graduation Graduation PhD Master PhD Graduation PhD Graduation Graduation Master Graduation Master Master Graduation Graduation Graduation PhD Master Married Together Married Together Together Divorced Single Together Married Married Married Married Together Single Single Together Single Married Married Married Single Single Divorced Single Married Single Single Widow Single Single Divorced Divorced Married Married Together Married Together Single Married Divorced Married Single Married Together Divorced Married Divorced 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 55282 40k - 59999 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 1 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 0 12/16/2012 04/21/2013 10/25/2013 10/14/2012 10/14/2012 7/11/2013 01/17/2013 4/6/2013 3/3/2013 08/23/2013 3/8/2013 3/8/2013 8/2/2013 11/5/2014 11/5/2014 4/10/2013 03/18/2013 6/9/2012 12/21/2013 05/24/2014 12/10/2013 8/3/2013 02/14/2013 11/11/2012 4/5/2013 08/29/2013 2/2/2014 10/31/2012 8/3/2014 09/15/2013 03/14/2013 06/27/2014 07/16/2013 10/15/2012 7/12/2012 05/23/2014 10/10/2012 11/30/2013 06/17/2014 02/25/2013 12/10/2012 08/21/2012 04/21/2014 10/26/2013 08/16/2013 07/30/2012 12/13/2013 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 46 40 to 49 PhD Graduation PhD Graduation Master 2n Cycle 2n Cycle Graduation PhD Graduation 2n Cycle PhD Graduation PhD Graduation Graduation PhD Graduation PhD PhD Graduation Graduation Graduation Graduation Master Graduation PhD Master Master PhD Graduation PhD Graduation Graduation Graduation Graduation Graduation Graduation Master Graduation Graduation Graduation Graduation Basic Graduation Graduation Graduation Single Divorced Married Single Married Married Married Married Together Divorced Divorced Together Widow Married Single Together Married Married Married Married Married Married Divorced Together Single Single Together Divorced Together Married Together Together Single Divorced Married Single Together Single Together Married Married Single Together Together Together Divorced Married 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 25293 20k - 39999 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 1 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 0 9/1/2014 03/31/2013 2/11/2013 08/25/2013 12/13/2013 01/15/2014 01/15/2014 11/26/2012 1/8/2013 7/2/2014 06/28/2013 12/5/2014 12/9/2012 12/31/2013 10/11/2012 01/16/2013 05/22/2013 11/22/2012 11/19/2013 11/19/2013 06/23/2013 06/19/2013 12/15/2012 8/4/2013 2/2/2013 08/17/2012 04/14/2014 12/22/2012 06/22/2014 9/9/2013 01/13/2014 2/7/2013 09/25/2012 06/16/2014 01/24/2014 12/2/2014 01/21/2013 08/23/2013 1/4/2013 5/10/2013 01/26/2014 2/1/2013 11/14/2013 10/21/2013 01/26/2014 10/26/2012 09/15/2013 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 Graduation Graduation Master PhD Graduation PhD Master Graduation Graduation Master Graduation Graduation Master Master Graduation PhD Master Graduation Master Graduation Master 2n Cycle PhD Graduation PhD Graduation PhD PhD Graduation Graduation PhD PhD PhD Graduation Graduation Graduation PhD Graduation PhD Master Graduation Master Graduation Master PhD Master PhD Married Married Single Married Single Married Together Together Together Single Widow Widow Together Married Married Together Married Widow Married Married Together Married Single Married Married Married Together Together Together Single Married Married Married Married Married Single Divorced Together Widow Single Together Together Married Together Single Widow Married 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 68462 60k - 89999 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 0 09/15/2013 06/23/2013 08/19/2013 04/30/2014 06/14/2013 8/1/2013 03/23/2014 12/27/2013 12/27/2013 01/24/2013 2/10/2013 2/10/2013 12/30/2012 10/19/2013 03/25/2014 10/21/2013 02/18/2014 6/8/2012 04/22/2013 06/19/2014 02/15/2014 8/6/2013 9/11/2012 12/12/2012 10/12/2012 2/2/2013 08/16/2012 02/16/2014 05/28/2013 08/21/2012 11/23/2012 11/23/2012 3/3/2013 02/16/2013 02/16/2013 11/23/2012 01/20/2013 03/24/2013 03/22/2014 05/19/2013 9/8/2012 10/29/2012 7/3/2014 4/12/2013 3/3/2014 11/17/2012 12/12/2012 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 47 40 to 49 Graduation Graduation PhD Graduation Master Graduation Graduation Graduation Graduation Graduation Graduation Master Graduation Graduation PhD Master Graduation Graduation Graduation Master Master PhD Master Master Master Graduation Graduation Graduation Graduation PhD Graduation PhD PhD Graduation PhD Graduation Master Master Graduation PhD Master PhD Graduation 2n Cycle Master PhD Graduation Together Together Together Divorced Married Married Single Married Together Married Together Married Married Single Married Together Married Married Married Divorced Divorced Married Married Together Together Together Together Single Single Married Divorced Single Married Together Together Married Divorced Divorced Together Divorced Together Married Married Married Single Divorced Married 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 51287 40k - 59999 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 1 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 1 06/25/2014 06/25/2014 09/30/2013 05/29/2013 03/31/2013 11/14/2013 09/18/2013 10/2/2014 12/3/2013 10/25/2013 08/16/2013 06/28/2014 02/28/2013 01/22/2014 1/9/2012 05/18/2013 12/14/2013 01/26/2014 01/26/2014 11/21/2012 04/23/2014 9/5/2013 1/4/2014 6/9/2013 10/9/2012 05/15/2013 08/22/2012 10/15/2012 03/31/2013 5/8/2012 1/2/2013 09/20/2013 01/27/2014 5/4/2013 01/17/2013 6/11/2013 12/26/2013 12/26/2013 05/24/2013 2/1/2013 10/16/2013 5/10/2012 01/25/2014 5/7/2013 01/22/2014 04/18/2014 1/4/2014 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 48 40 to 49 PhD Graduation Graduation Graduation Graduation Graduation Graduation Master Master Master Graduation Graduation PhD Graduation Master Graduation Graduation Graduation Graduation PhD Graduation Graduation Graduation PhD Graduation PhD 2n Cycle Graduation Master Graduation PhD Master PhD Graduation Graduation Graduation 2n Cycle Graduation Graduation PhD Graduation PhD PhD Graduation PhD Master Graduation Married Together Single Together Together Married Divorced Divorced Divorced Divorced Married Married Divorced Single Married Widow Divorced Single Together Divorced Married Married Single Divorced Together Divorced Together Together Single Married Married Married Single Married Together Single Together Married Single Single Together Married Together Divorced Married Single Married 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 61223 60k - 89999 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 0 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 1 3/3/2014 07/23/2013 08/24/2012 09/26/2012 09/26/2012 04/25/2013 3/6/2014 04/21/2013 04/21/2013 04/21/2013 9/8/2013 10/14/2012 05/22/2013 6/10/2013 02/25/2014 10/28/2013 6/12/2012 9/12/2013 7/1/2014 8/5/2013 10/28/2013 10/28/2013 10/10/2013 1/3/2014 04/15/2013 12/24/2013 11/7/2013 11/5/2014 02/24/2014 02/14/2013 7/8/2012 09/15/2013 09/30/2013 03/18/2014 01/18/2014 3/11/2012 10/20/2013 12/28/2012 4/4/2014 5/4/2014 01/21/2014 8/4/2013 5/5/2013 05/18/2013 3/10/2013 12/1/2013 06/13/2013 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 49 40 to 49 Master PhD PhD Graduation Graduation 2n Cycle Graduation Graduation Graduation Graduation Graduation PhD PhD Graduation Graduation Graduation Master PhD Basic Basic Graduation PhD Master PhD Graduation Master Master Graduation Graduation Graduation Graduation Graduation Master Master Graduation Graduation Graduation Graduation Graduation Master PhD PhD Graduation Master Master Graduation Graduation Together Together Married Together Together Together Divorced Divorced Divorced Together Divorced Married Married Married Single Single Divorced Single Together Together Widow Together Divorced Together Single Together Married Single Single Single Together Together Married Single Together Single Married Married Married Together Single Together Divorced Married Together Married Divorced 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 55686 40k - 59999 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 0 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 1 9/9/2013 03/17/2013 08/20/2013 12/19/2013 07/14/2013 01/23/2013 08/30/2012 09/21/2012 10/30/2013 08/29/2012 02/15/2014 02/22/2013 02/22/2013 08/22/2012 04/24/2014 04/24/2014 12/22/2012 7/12/2013 01/16/2013 01/16/2013 09/18/2012 5/6/2014 6/8/2012 05/26/2014 12/6/2014 06/24/2014 09/25/2013 04/27/2013 03/20/2013 03/20/2013 4/10/2012 4/10/2012 03/14/2013 03/26/2013 11/13/2013 10/1/2014 5/7/2013 8/6/2014 8/6/2014 04/23/2014 10/21/2013 09/16/2013 5/1/2014 06/21/2014 01/26/2013 12/17/2013 02/14/2013 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 50 50 to 59 Master PhD Graduation Graduation Graduation Graduation Graduation Graduation PhD Graduation PhD PhD Graduation Graduation PhD Graduation Graduation Graduation Graduation 2n Cycle Graduation Graduation Basic Graduation Graduation Graduation PhD Master Graduation PhD Master Master Graduation PhD PhD PhD Graduation Graduation Graduation Graduation Master Master 2n Cycle 2n Cycle Graduation PhD Graduation Married Married Together Together Married Married Single Single Together Divorced Married Single Divorced Together Single Widow Married Together Single Single Divorced Single Single Together Together Divorced Together Single Together Together Single Single Together Divorced Single Single Single Married Married Married Together Together Married Married Together Divorced Married 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 48006 40k - 59999 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 1 03/19/2013 11/1/2014 06/24/2013 06/28/2013 2/8/2013 2/8/2013 11/11/2012 11/11/2012 2/3/2014 12/21/2013 7/11/2012 10/28/2013 2/4/2013 3/12/2012 06/29/2013 12/5/2014 10/11/2012 12/3/2014 8/8/2012 09/15/2012 06/22/2014 03/19/2013 7/1/2013 12/3/2013 12/3/2013 01/27/2014 08/28/2012 10/13/2012 04/21/2014 12/26/2012 6/5/2013 6/5/2013 05/22/2013 07/28/2013 07/17/2013 08/30/2013 04/24/2013 06/23/2013 03/23/2014 08/22/2013 08/26/2013 08/26/2013 1/9/2013 1/9/2013 1/10/2013 9/2/2014 9/6/2014 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 Master PhD Graduation Master PhD Master Graduation Master Master PhD PhD Graduation Graduation Graduation Graduation 2n Cycle Graduation Graduation Master PhD 2n Cycle PhD Master Graduation Graduation Graduation Graduation Graduation Master PhD Master 2n Cycle 2n Cycle PhD 2n Cycle Graduation Graduation Graduation Master Graduation 2n Cycle Graduation PhD Graduation Graduation PhD PhD Widow Together Together Married Widow Single Together Married Married Married Divorced Married Married Single Married Divorced Married Single Married Married Divorced Together Together Single Married Married Married Single Single Married Married Married Married Married Together Together Married Married Married Together Married Married Married Married Together Married Married 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 84618 80k - 99999 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 0 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 0 8/9/2012 08/20/2013 08/16/2012 06/27/2013 08/25/2013 10/21/2012 2/1/2013 11/10/2013 11/10/2013 12/3/2014 03/17/2014 6/4/2014 10/20/2012 01/25/2014 1/12/2012 10/23/2012 06/27/2014 07/17/2013 06/17/2013 03/23/2013 3/8/2012 3/9/2012 7/12/2013 03/17/2014 05/31/2014 01/27/2014 01/27/2014 5/3/2014 10/11/2013 08/27/2013 3/7/2013 7/4/2014 7/4/2014 02/16/2013 02/18/2013 08/21/2013 02/13/2013 11/25/2012 12/19/2012 09/27/2012 8/3/2014 9/6/2014 05/23/2014 7/5/2014 3/3/2013 11/22/2013 11/22/2013 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 52 50 to 59 Graduation Graduation PhD Graduation PhD Graduation 2n Cycle Graduation Graduation PhD PhD Graduation Graduation PhD Graduation Graduation Graduation Graduation Master Graduation PhD Graduation PhD PhD Graduation 2n Cycle Graduation Master Master PhD PhD PhD Graduation 2n Cycle Graduation Graduation PhD Master Graduation Graduation Graduation 2n Cycle PhD Basic Graduation Graduation PhD Single Single Married Married Married Divorced Divorced Married Married Married Married Single Single Together Married Married Divorced Together Single Married Married Married Married Single Single Married Together Single Married Divorced Married Married Together Together Divorced Married Divorced Married Single Married Widow Single Married Together Married Married Single 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 23091 20k - 39999 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 1 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 1 4/6/2013 4/6/2013 5/6/2014 1/1/2013 08/14/2013 02/13/2013 04/29/2014 04/23/2014 04/23/2014 02/23/2013 02/23/2013 7/5/2013 10/22/2012 03/23/2014 10/20/2013 09/24/2013 08/31/2012 04/24/2014 12/1/2013 09/19/2013 07/29/2013 1/1/2014 11/10/2012 11/23/2013 12/8/2012 10/9/2013 6/6/2014 2/12/2012 10/9/2013 09/23/2013 11/4/2014 11/4/2014 08/29/2012 4/11/2012 12/6/2013 11/25/2013 09/14/2012 11/8/2012 12/29/2013 01/25/2014 7/1/2014 12/1/2014 06/23/2014 7/12/2012 04/18/2013 04/18/2013 05/28/2014 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 53 50 to 59 Graduation 2n Cycle Graduation Master PhD Graduation Graduation PhD Master Master 2n Cycle PhD Graduation PhD Master PhD PhD PhD Master Graduation Graduation PhD PhD PhD PhD Graduation Graduation Master Master PhD Graduation Graduation PhD Graduation Graduation Graduation Graduation Graduation PhD Graduation PhD PhD PhD PhD Graduation Graduation PhD Single Married Divorced Married Together Widow Single Single Together Together Single Divorced Divorced Single Divorced Divorced Single Single Divorced Single Married Widow Widow Married Married Together Together Together Single Together Divorced Divorced Divorced Together Married Married Married Single Married Married Single Together Together Single Divorced Divorced Married 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 42769 40k - 59999 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 0 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 1 9/11/2012 2/8/2012 6/2/2013 06/25/2014 8/8/2012 7/9/2012 01/19/2013 10/5/2013 11/5/2013 11/5/2013 03/31/2014 03/17/2013 07/15/2013 11/16/2012 05/13/2013 5/11/2013 12/4/2014 12/4/2014 06/20/2013 10/23/2013 10/17/2012 01/25/2013 01/25/2013 09/24/2012 07/27/2013 01/23/2013 7/12/2012 06/25/2014 01/22/2013 09/16/2013 10/18/2013 10/18/2013 12/16/2013 02/28/2014 11/26/2013 06/26/2014 06/26/2014 12/29/2013 10/30/2012 11/8/2013 04/20/2013 6/12/2012 6/12/2012 08/17/2013 12/1/2013 12/18/2012 12/10/2013 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 54 50 to 59 Master Graduation Master Graduation Graduation Graduation PhD PhD Graduation PhD Graduation Graduation Master Master Master Master Graduation Graduation Graduation Graduation Graduation Graduation PhD Graduation Master Master Graduation Graduation Graduation Graduation 2n Cycle 2n Cycle PhD Graduation PhD PhD Graduation Graduation Graduation Graduation Basic Basic Graduation PhD Graduation Graduation Graduation Single Divorced Together Together Single Together Single Married Married Together Married Single Married Married Single Divorced Together Divorced Married Single Single Married Widow Together Single Married Together Together Together Single Divorced Together Widow Married Divorced Divorced Married Married Married Divorced Married Married Single Together Married Single Single 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 46524 40k - 59999 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 0 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 1 01/20/2013 10/3/2014 10/28/2012 05/29/2014 10/9/2013 1/4/2013 7/5/2014 02/17/2013 11/28/2012 07/20/2013 8/1/2013 3/3/2013 10/6/2013 10/6/2013 8/11/2013 04/13/2013 7/4/2014 8/9/2012 04/24/2013 5/12/2012 03/17/2013 09/18/2013 9/7/2013 11/17/2012 10/4/2013 02/14/2013 01/23/2013 05/23/2014 05/23/2014 05/24/2014 5/1/2013 08/15/2013 2/4/2014 3/2/2014 3/5/2013 3/5/2013 04/19/2013 12/9/2012 2/3/2014 01/23/2013 06/15/2014 06/15/2014 02/21/2013 06/15/2014 3/2/2013 3/11/2013 5/4/2013 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 55 50 to 59 Master Graduation PhD PhD PhD Graduation 2n Cycle Graduation Graduation Master Master PhD PhD Graduation PhD PhD Master Master Graduation Master Graduation Graduation PhD Graduation Graduation PhD Graduation Master Master Graduation Basic Master Graduation Graduation Graduation Master Graduation 2n Cycle PhD Master Master Graduation 2n Cycle Master 2n Cycle Graduation Graduation Together Married Married Divorced Married Single Widow Married Married Married Married Together Together Together Divorced Together Together Together Married Married Single Single Single Single Together Married Together Together Together Together Widow Married Married Married Together Married Married Single Together Divorced Together Together Widow Married Single Widow Single 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 48904 40k - 59999 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 ...
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Explanation & Answer

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questions
2 Using the variable MNTWINES from the dataset:
a) Find the average income for all respondents
Answer:
The average income for all respondets is $51,958.81.

b) Divide the data into two groups, those who are below the average income, and those who a
Answer:
The two data set are divided based on the difference from average consumption splitting it int

c) Comp...


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