Descriptive Analysis II Key.sas

* ============================================================================;
* Lab: Descriptive Analysis II

* In this week’s lab you will practice describing relationships between 
* variables. Specifically, you will practice basic descriptive techniques 
* appropriate for analysis of a continuous predictor variable and continuous 
* outcome variable, a categorical predictor variable and a continuous outcome 
* variable, or a categorical predictor variable and categorical outcome 
* variable. Practice by completing the tasks below using the WHAS 500 data set.

* This code is posted for your benefit. However, I highly recommend that you 
* practice typing your own SAS programs as well. With the SAS programming 
* language, as with all new languages, immersion seems to be the best way to 
* learn.
* ============================================================================;

* Task 1. Read the WHAS 500 data into SAS for analysis.
* 1.In your web browser, go the course GitHub page.
* 2.Scroll down to the section of the page that is labeled “Data Dictionaries”
* 3.Click on the “WHAS Data” link.
* 4.Look over the data dictionary to learn a little bit about the data you 
*   will be working with.
* 5.Scroll down to the section of the page that is labeled “Data”
* 6.Click on the “WHAS500.txt” link
* 7.Look over the data
* 8.In SAS, write a SAS data step that will read-in this data and use it to 
*   create a new SAS dataset.
*   a.NOTE: notice that the first line in the data contains variable names, 
*     not data values. You should use the variable names in your INPUT 
*     statement, and the values in your DATALINES statement in SAS.
* 9.Run the data step you created in SAS. You should have a new SAS dataset in 
*   your work library that contains 500 observations and 22 variables.;
* ============================================================================;
data whas;
	input id age gender hr sysbp diasbp bmi cvd afb sho chf av3 miord mitype 
		  year $ admitdate $ disdate $ fdate $ los dstat lenfol fstat;
	datalines;
	1 83 1 89 152 78 25.54051 1 1 0 0 0 1 0 1 1/13/97 1/18/97 12/31/02 5 0 2178 0
	2 49 1 84 120 60 24.02398 1 0 0 0 0 0 1 1 1/19/97 1/24/97 12/31/02 5 0 2172 0
	3 70 0 83 147 88 22.1429 0 0 0 0 0 0 1 1 1/1/97 1/6/97 12/31/02 5 0 2190 0
	4 70 1 65 123 76 26.63187 1 0 0 1 0 0 1 1 2/17/97 2/27/97 12/11/97 10 0 297 1
	5 70 1 63 135 85 24.41255 1 0 0 0 0 0 1 1 3/1/97 3/7/97 12/31/02 6 0 2131 0
	6 70 1 76 83 54 23.24236 1 0 0 0 1 0 0 1 3/11/97 3/12/97 3/12/97 1 1 1 1
	7 57 1 73 191 116 39.49046 1 0 0 0 0 0 1 1 3/10/97 3/15/97 12/31/02 5 0 2122 0
	8 55 1 91 147 95 27.11609 1 0 0 0 0 0 1 1 1/11/97 1/15/97 2/15/01 4 0 1496 1
	9 88 0 63 209 100 27.43554 1 0 0 1 0 0 0 1 12/31/96 1/4/97 7/9/99 4 0 920 1
	10 54 1 104 166 106 25.54448 1 0 0 0 0 0 0 1 1/16/97 1/21/97 12/31/02 5 0 2175 0
	11 48 1 95 160 110 33.4511 0 0 0 0 0 0 1 1 1/18/97 1/23/97 12/31/02 5 0 2173 0
	12 75 1 154 193 123 28.6972 1 1 0 1 0 0 1 1 1/17/97 1/27/97 8/15/01 10 0 1671 1
	13 48 1 85 149 80 35.08359 1 0 0 0 0 0 0 1 12/30/96 1/6/97 12/31/02 7 0 2192 0
	14 54 0 95 150 65 18.56161 1 1 0 1 0 0 0 1 12/19/96 1/9/97 5/3/99 21 0 865 1
	15 67 1 93 138 84 26.31269 0 0 0 0 0 1 0 1 1/25/97 1/29/97 12/31/02 4 0 2166 0
	16 61 1 63 142 92 24.66175 0 0 0 0 0 1 0 1 1/23/97 1/24/97 12/31/02 1 0 2168 0
	17 70 0 95 127 53 23.67519 1 0 0 1 0 1 0 1 12/20/96 1/2/97 6/13/99 13 0 905 1
	18 51 0 133 166 134 24.3745 0 0 0 1 0 0 1 1 12/31/96 1/14/97 6/11/03 14 0 2353 1
	19 56 1 105 200 100 25.01782 0 0 0 0 0 0 1 1 2/14/97 2/20/97 12/31/02 6 0 2146 0
	20 73 1 42 142 79 22.65552 1 0 0 1 1 0 1 1 1/5/97 1/22/97 3/7/97 17 0 61 1
	21 49 0 119 125 77 35.27571 1 0 0 0 0 0 0 1 1/29/97 2/3/97 7/15/03 5 0 2358 1
	22 82 1 97 209 122 25.82748 1 0 0 1 0 0 0 1 3/18/97 3/28/97 12/31/02 10 0 2114 0
	23 85 0 104 164 82 28.34291 1 0 0 0 0 1 0 1 2/28/97 3/8/97 12/31/02 8 0 2132 0
	24 48 1 57 117 74 25.08833 0 0 0 0 0 0 1 1 2/21/97 2/26/97 12/31/02 5 0 2139 0
	25 69 1 74 144 87 30.02138 1 0 0 0 0 0 0 1 5/23/97 5/29/97 12/31/02 6 0 2048 0
	26 37 1 93 168 95 30.68397 1 0 0 0 0 0 0 1 2/8/97 2/10/97 12/31/02 2 0 2152 0
	27 88 1 100 121 65 19.04582 0 0 0 1 0 0 0 1 2/3/97 2/7/97 2/9/97 4 0 6 1
	28 77 0 98 168 56 21.14409 1 0 0 0 0 0 0 1 2/4/97 2/7/97 12/31/02 3 0 2156 0
	29 86 1 58 110 29 20.50654 0 0 0 0 0 1 0 1 2/7/97 2/12/97 6/5/97 5 0 118 1
	30 84 0 82 169 82 29.22863 0 1 0 0 0 0 0 1 5/7/97 5/12/97 12/31/02 5 0 2064 0
	31 83 1 135 105 54 22.04732 1 1 0 0 0 1 0 1 4/1/97 4/12/97 7/29/99 11 0 849 1
	32 61 0 111 130 80 25.4607 0 0 0 1 0 0 0 1 5/17/97 5/22/97 5/1/99 5 0 714 1
	33 58 0 86 145 103 28.56874 1 0 0 1 0 0 1 1 5/14/97 5/20/97 12/31/02 6 0 2057 0
	34 90 0 97 127 82 25.58435 1 0 0 0 0 0 1 1 5/27/97 5/29/97 5/29/97 2 1 2 1
	35 84 0 69 140 76 26.74862 1 0 0 1 0 1 0 1 3/3/97 3/10/97 3/10/97 7 1 7 1
	36 52 1 69 184 110 42.76594 1 0 0 0 0 0 1 1 2/9/97 2/14/97 12/31/02 5 0 2151 0
	37 92 0 70 154 74 13.04546 0 0 0 0 0 0 0 1 5/9/97 5/15/97 5/15/97 6 0 6 1
	38 88 0 100 133 64 33.2621 1 0 0 1 0 1 0 1 5/13/97 5/19/97 7/9/98 6 0 422 1
	39 74 1 128 151 95 22.48625 1 0 0 1 0 1 0 1 1/29/97 2/2/97 1/18/98 4 0 354 1
	40 65 1 68 174 90 27.3199 1 0 0 0 0 0 0 1 5/6/97 5/9/97 12/31/02 3 0 2065 0
	41 63 1 115 200 140 30.84949 1 0 0 1 0 0 1 1 5/23/97 7/9/97 12/31/02 47 0 2048 0
	42 75 0 114 180 110 20.19433 0 0 0 0 0 1 0 1 7/18/97 7/25/97 6/17/00 7 0 1065 1
	43 82 0 62 90 64 23.17285 1 0 0 1 0 0 0 1 6/9/97 6/19/97 11/26/98 10 0 535 1
	44 62 1 50 80 50 33.33395 1 0 0 0 0 0 0 1 3/14/97 3/19/97 12/31/02 5 0 2118 0
	45 87 1 110 179 105 28.43344 1 0 0 0 0 0 0 1 3/1/97 3/7/97 6/6/97 6 0 97 1
	46 72 1 64 210 98 25.82748 1 0 0 0 0 1 0 1 3/19/97 3/23/97 12/31/02 4 0 2113 0
	47 75 1 106 121 78 21.28707 1 0 0 1 0 0 1 1 4/2/97 4/15/97 7/11/97 13 0 100 1
	48 48 1 113 170 100 24.27659 1 0 0 0 1 0 0 1 6/8/97 6/21/97 12/31/02 13 0 2032 0
	49 83 0 70 190 79 35.70335 1 0 0 0 0 0 0 1 5/16/97 5/19/97 12/23/00 3 0 1317 1
	50 52 1 69 156 90 28.62989 1 0 0 0 0 0 0 1 3/6/97 3/10/97 12/31/02 4 0 2126 0
	51 80 1 105 110 72 22.44662 1 0 0 1 0 1 0 1 3/6/97 3/12/97 12/31/02 6 0 2126 0
	52 50 1 93 115 69 24.63218 0 0 0 0 0 0 0 1 3/9/97 3/14/97 12/31/02 5 0 2123 0
	53 80 0 42 120 55 24.7177 1 1 0 1 0 1 0 1 5/9/97 5/23/97 3/10/99 14 0 670 1
	54 83 1 107 136 59 26.38699 1 0 0 1 0 0 0 1 5/27/97 6/2/97 5/5/98 6 0 343 1
	55 87 0 118 117 56 18.97072 1 0 1 1 0 0 1 1 7/11/97 7/14/97 7/14/97 3 1 3 1
	56 80 0 74 149 51 22.45955 1 0 0 1 0 0 1 1 7/1/97 7/13/97 12/31/02 12 0 2009 0
	57 65 0 81 197 84 30.17909 1 0 0 0 0 0 0 1 7/17/97 7/26/97 9/19/97 9 0 64 1
	58 69 1 58 146 58 25.95993 1 0 0 0 0 0 0 1 7/16/97 7/21/97 12/31/02 5 0 1994 0
	59 84 0 135 111 66 23.56005 1 0 0 0 0 1 0 1 7/8/97 7/10/97 11/3/01 2 0 1579 1
	60 80 1 77 127 76 36.02333 1 0 0 0 0 0 1 1 7/17/97 7/23/97 12/31/02 6 0 1993 0
	61 74 1 78 159 97 21.82685 0 0 1 0 0 0 0 1 8/2/97 8/4/97 8/4/97 2 1 2 1
	62 63 0 76 118 70 21.25718 1 0 0 1 0 0 1 1 8/24/97 8/28/97 12/31/02 4 0 1955 0
	63 80 0 92 120 80 26.95145 1 0 0 0 0 0 1 1 6/15/97 6/21/97 7/27/97 6 0 42 1
	64 86 0 98 123 74 26.92577 1 0 0 1 0 0 1 1 8/15/97 8/26/97 12/31/02 11 0 1964 0
	65 69 1 97 108 72 23.80672 1 1 0 1 0 1 1 1 8/24/97 8/28/97 11/19/01 4 0 1548 1
	66 85 0 64 127 66 21.08004 1 1 1 1 0 0 1 1 7/30/97 8/8/97 10/19/98 9 0 446 1
	67 76 1 73 148 74 35.28657 1 0 0 0 0 1 0 1 8/3/97 8/6/97 12/31/02 3 0 1976 0
	68 71 1 66 133 76 19.08364 0 0 0 0 0 0 1 1 7/1/97 7/5/97 12/31/02 4 0 2009 0
	69 69 1 86 128 87 29.53503 1 0 0 0 0 0 1 1 9/6/97 9/11/97 12/31/02 5 0 1942 0
	70 52 1 112 84 80 26.97537 0 0 1 0 0 0 1 1 8/18/97 8/19/97 8/19/97 1 1 1 1
	71 76 0 112 230 103 18.35824 1 0 0 1 0 1 0 1 6/24/97 7/1/97 11/22/97 7 0 151 1
	72 46 1 60 97 46 22.65552 1 0 0 0 0 1 0 1 7/4/97 7/10/97 12/31/02 6 0 2006 0
	73 35 1 83 162 99 38.59773 0 0 0 0 0 0 1 1 4/15/97 4/21/97 12/31/02 6 0 2086 0
	74 77 0 97 98 48 24.87489 0 0 0 0 0 0 0 1 8/10/97 8/14/97 12/31/02 4 0 1969 0
	75 84 1 92 138 88 20.92089 0 1 0 0 0 0 1 1 9/9/97 9/15/97 12/31/02 6 0 1939 0
	76 80 1 87 125 62 25.50204 1 1 0 1 0 1 1 1 9/9/97 9/26/97 12/31/02 17 0 1939 0
	77 53 1 90 190 120 26.60883 1 0 0 0 0 1 0 1 9/8/97 9/12/97 12/31/02 4 0 1940 0
	78 74 0 47 150 90 19.72534 0 0 0 0 0 0 1 1 8/1/97 8/4/97 11/24/01 3 0 1576 1
	79 71 0 53 123 56 24.3744 0 0 0 0 0 0 0 1 9/7/97 9/9/97 12/31/02 2 0 1941 0
	80 86 0 100 147 54 24.23672 1 0 0 0 0 1 0 1 9/13/97 9/18/97 3/29/98 5 0 197 1
	81 73 0 83 156 78 22.67395 1 0 0 0 0 0 1 1 9/15/97 9/18/97 12/31/02 3 0 1933 0
	82 57 0 129 105 65 18.60004 0 1 0 0 0 0 1 1 8/20/97 9/3/97 11/23/97 14 0 95 1
	83 88 1 83 110 70 30.667 1 0 0 0 0 0 0 1 4/10/97 4/11/97 3/10/03 1 0 2160 1
	84 41 1 64 110 60 27.26234 1 0 0 0 0 0 1 1 4/17/97 4/18/97 12/31/02 1 0 2084 0
	85 73 0 91 160 70 27.34205 1 0 0 0 0 1 0 1 2/15/97 2/18/97 12/31/02 3 0 2145 0
	86 73 0 72 145 66 27.34205 1 0 0 0 0 1 0 1 3/7/97 3/11/97 12/31/02 4 0 2125 0
	87 53 1 59 194 76 31.63544 1 0 0 0 0 1 0 1 9/28/97 10/3/97 12/31/02 5 0 1920 0
	88 90 1 46 102 50 21.92724 1 1 1 1 0 0 0 1 10/27/97 10/31/97 10/31/97 4 1 4 1
	89 95 1 62 116 45 15.92695 1 0 0 0 0 1 0 1 10/4/97 10/8/97 1/4/02 4 0 1553 1
	90 82 0 83 148 70 17.89146 1 0 0 0 0 0 0 1 10/7/97 10/14/97 5/30/98 7 0 235 1
	91 82 1 73 207 109 18.79667 1 1 0 0 0 0 0 1 10/23/97 10/25/97 5/3/98 2 0 192 1
	92 91 1 60 142 49 25.84282 1 0 0 0 0 0 0 1 10/4/97 10/7/97 2/18/01 3 0 1233 1
	93 81 1 149 96 60 28.6972 0 0 0 0 0 0 0 1 10/10/97 10/16/97 1/6/98 6 0 88 1
	94 73 1 38 131 63 28.58549 1 0 0 0 1 1 0 1 9/26/97 10/4/97 2/1/03 8 0 1954 1
	95 79 1 100 148 79 23.72658 0 1 0 0 0 0 1 1 9/15/97 9/22/97 3/6/00 7 0 903 1
	96 69 1 92 104 40 25.95993 1 1 0 0 0 1 0 1 1/7/97 1/23/97 9/11/98 16 0 612 1
	97 57 1 120 180 104 20.65988 0 1 0 0 0 0 0 1 6/15/97 7/9/97 12/31/02 24 0 2025 0
	98 89 1 62 121 66 18.47149 1 1 1 1 1 0 1 1 7/22/97 7/24/97 7/24/97 2 1 2 1
	99 74 1 157 110 72 20.4852 0 0 0 1 0 0 0 1 6/28/97 7/5/97 7/5/97 7 1 7 1
	100 60 0 84 169 52 20.4684 1 0 0 0 0 0 0 1 10/31/97 11/10/97 12/31/02 10 0 1887 0
	101 79 1 107 200 111 21.5229 1 0 0 1 0 0 0 1 9/23/97 9/25/97 3/29/98 2 0 187 1
	102 79 0 117 205 100 19.13147 1 0 0 1 0 1 0 1 10/1/97 10/6/97 1/10/98 5 0 101 1
	103 56 0 107 206 107 29.09976 1 1 0 1 0 0 0 1 11/2/97 11/11/97 12/31/02 9 0 1885 0
	104 82 1 113 160 90 26.88683 1 0 0 0 0 0 0 1 11/7/97 11/10/97 5/31/00 3 0 936 1
	105 91 0 100 143 52 27.61844 0 0 0 0 0 0 1 1 4/20/97 4/25/97 4/18/98 5 0 363 1
	106 48 1 101 132 87 31.58373 0 0 0 0 0 0 1 1 6/18/97 6/23/97 5/1/00 5 0 1048 1
	107 67 1 56 103 53 23.36757 1 0 0 0 0 1 0 1 8/2/97 8/6/97 12/31/02 4 0 1977 0
	108 78 0 82 156 68 34.17757 1 0 0 0 0 0 0 1 9/12/97 9/17/97 12/31/02 5 0 1936 0
	109 69 0 88 160 70 20.67426 1 0 0 0 0 0 0 1 10/31/97 11/6/97 12/31/02 6 0 1887 0
	110 63 1 76 147 60 23.33267 1 0 0 0 0 1 0 1 10/29/97 11/10/97 12/31/02 12 0 1889 0
	111 30 1 90 175 102 29.85998 0 0 0 0 0 0 1 1 9/25/97 9/27/97 12/31/02 2 0 1923 0
	112 87 0 105 153 104 14.84283 1 0 0 0 0 1 0 1 3/9/97 3/17/97 12/31/02 8 0 2123 0
	113 81 0 78 125 72 17.92455 1 0 0 0 0 1 1 1 6/11/97 6/22/97 6/22/97 11 1 11 1
	114 57 1 44 152 79 31.19381 1 0 0 0 0 0 1 1 4/1/97 4/6/97 12/31/02 5 0 2100 0
	115 81 0 118 120 70 18.90242 1 1 0 1 0 0 0 1 10/4/97 10/16/97 12/31/02 12 0 1914 0
	116 46 1 114 110 50 26.17568 0 0 0 0 0 0 0 1 11/4/97 11/15/97 12/31/02 11 0 1883 0
	117 81 1 110 140 80 27.46758 1 0 0 0 0 0 0 1 11/16/97 11/22/97 12/19/97 6 0 33 1
	118 68 0 73 119 64 40.35132 0 0 0 0 0 0 1 1 9/17/97 9/26/97 12/31/02 9 0 1931 0
	119 65 1 106 127 62 27.36909 1 0 0 0 0 1 0 1 11/7/97 11/12/97 12/22/01 5 0 1506 1
	120 67 0 112 86 50 39.30151 1 0 0 0 0 0 1 1 11/29/97 12/6/97 12/31/02 7 0 1858 0
	121 54 1 128 106 82 31.99738 0 0 0 0 0 0 0 1 8/21/97 8/27/97 8/27/97 6 1 6 1
	122 84 1 62 234 110 25.4607 1 0 0 0 0 0 1 1 12/3/97 12/8/97 12/31/02 5 0 1854 0
	123 55 1 74 180 106 20.83088 0 0 0 0 0 0 0 1 12/10/97 12/15/97 12/31/02 5 0 1847 0
	124 59 1 63 165 94 27.26068 1 0 0 0 0 0 1 1 11/29/97 12/4/97 12/31/02 5 0 1858 0
	125 76 1 94 137 87 28.95531 1 0 0 0 0 1 0 1 7/18/97 7/24/97 1/21/98 6 0 187 1
	126 71 0 83 170 61 25.19375 1 0 0 0 0 0 1 1 5/5/97 5/16/97 6/20/97 11 0 46 1
	127 71 1 98 164 98 32.32407 0 0 0 0 0 1 1 1 5/10/97 5/17/97 12/31/02 7 0 2061 0
	128 59 1 70 140 49 27.45762 1 0 0 0 0 1 0 1 10/25/97 10/28/97 12/31/02 3 0 1893 0
	129 72 0 100 143 71 33.30293 1 0 0 0 0 0 0 1 3/24/97 3/28/97 12/31/02 4 0 2108 0
	130 81 0 97 144 51 24.02195 1 0 0 0 0 0 0 1 12/7/97 12/12/97 2/28/98 5 0 83 1
	131 86 1 88 156 85 24.78423 0 0 0 0 0 0 0 1 11/26/97 12/2/97 12/29/97 6 0 33 1
	132 59 1 71 174 94 28.03399 0 0 0 0 0 0 1 1 4/10/97 4/14/97 1/16/01 4 0 1377 1
	133 83 1 67 141 80 25.06764 1 0 0 0 0 0 0 1 11/24/97 11/28/97 12/31/02 4 0 1863 0
	134 64 1 77 124 73 25.7688 0 0 0 0 0 0 0 1 11/7/97 11/11/97 12/31/02 4 0 1880 0
	135 87 0 118 118 60 25.58435 1 0 0 0 0 0 0 1 11/12/97 11/21/97 8/2/01 9 0 1359 1
	136 59 1 117 125 83 29.29506 1 0 0 1 0 1 0 1 12/26/97 12/30/97 12/31/02 4 0 1831 0
	137 80 0 83 175 97 28.35006 1 0 0 0 0 1 0 1 12/21/97 12/24/97 12/31/02 3 0 1836 0
	138 58 1 90 116 67 21.28707 0 0 0 0 0 1 1 1 4/14/97 4/22/97 6/16/00 8 0 1159 1
	139 73 1 83 134 92 25.4607 1 0 0 0 0 0 1 1 11/25/97 12/3/97 3/18/98 8 0 113 1
	140 76 0 69 171 96 20.07066 1 0 0 0 0 1 0 1 12/16/97 12/20/97 4/16/01 4 0 1217 1
	141 48 1 59 125 76 33.00178 0 0 0 0 0 0 1 1 10/19/97 10/22/97 12/31/02 3 0 1899 0
	142 53 1 84 110 90 24.21079 0 0 0 0 0 0 1 1 9/14/97 9/17/97 12/31/02 3 0 1934 0
	143 84 1 67 160 88 32.2835 1 0 0 0 0 0 1 1 12/4/97 12/9/97 2/8/02 5 0 1527 1
	144 54 1 100 139 84 34.8451 1 1 0 1 0 0 1 1 8/25/97 8/27/97 12/31/02 2 0 1954 0
	145 50 0 72 138 94 23.88798 1 1 0 0 0 0 1 1 7/31/97 8/4/97 12/31/02 4 0 1979 0
	146 74 0 100 94 60 30.46863 1 1 0 1 0 1 0 1 11/16/97 12/8/97 4/1/01 22 0 1232 1
	147 68 1 74 102 70 25.17922 1 0 1 0 0 0 0 1 5/5/97 5/11/97 12/31/02 6 0 2066 0
	148 74 1 86 148 72 30.13206 1 0 0 0 0 1 0 1 12/12/97 12/16/97 5/24/02 4 0 1624 1
	149 68 1 150 138 93 31.63788 0 0 0 1 0 1 1 1 11/18/97 12/6/97 5/2/99 18 0 530 1
	150 85 0 95 141 88 27.58664 1 0 0 0 0 1 0 1 4/27/97 5/1/97 4/27/00 4 0 1096 1
	151 74 1 85 121 76 20.67452 1 0 0 1 0 0 0 1 6/4/97 6/9/97 5/15/98 5 0 345 1
	152 63 0 71 216 108 25.06101 1 0 0 0 0 0 0 1 9/29/97 10/2/97 12/31/02 3 0 1919 0
	153 32 0 102 130 83 39.93835 1 0 0 0 0 1 0 1 12/24/97 12/27/97 4/19/02 3 0 1577 1
	154 39 1 52 150 100 25.08833 1 0 0 1 0 0 1 1 11/4/97 11/5/97 12/31/02 1 0 1883 0
	155 73 1 64 86 56 24.21079 1 0 0 0 0 0 0 1 10/14/97 10/16/97 12/31/02 2 0 1904 0
	156 57 1 100 119 87 29.19369 1 1 0 0 0 0 0 1 4/18/97 4/22/97 12/31/02 4 0 2083 0
	157 76 0 100 200 110 27.45762 1 0 0 1 0 0 0 1 4/29/97 4/30/97 9/22/97 1 0 146 1
	158 67 0 86 132 91 30.4101 1 1 1 1 1 0 1 1 12/30/96 1/6/97 6/7/03 7 0 2350 1
	159 83 0 80 146 70 25.97231 1 0 0 0 0 0 0 1 3/8/97 3/17/97 6/16/02 9 0 1926 1
	160 74 0 82 104 85 24.50908 1 0 1 0 0 0 1 1 3/18/97 4/3/97 12/31/02 16 0 2114 0
	161 75 1 107 96 71 24.40797 1 0 0 1 0 1 0 2 12/31/98 1/6/99 12/18/00 6 0 718 1
	162 56 0 66 228 118 36.96024 1 0 0 0 0 1 0 2 1/10/99 1/17/99 12/31/02 7 0 1451 0
	163 84 0 104 128 71 15.72971 0 1 0 0 0 0 0 2 1/3/99 1/30/99 12/27/99 27 0 358 1
	164 86 0 93 107 62 19.85515 1 1 0 0 0 0 0 2 1/12/99 1/20/99 4/21/00 8 0 465 1
	165 52 1 46 85 65 26.58153 0 0 1 1 0 0 1 2 3/21/99 4/8/99 12/31/02 18 0 1381 0
	166 70 0 68 131 56 41.00206 1 0 0 1 0 0 0 2 1/8/99 1/19/99 1/19/99 11 1 11 1
	167 49 0 115 139 87 33.28196 1 0 0 0 0 0 0 2 3/17/99 3/22/99 12/31/02 5 0 1385 0
	168 59 0 69 217 105 25.82484 0 0 0 0 0 0 0 2 4/25/99 4/29/99 12/31/02 4 0 1346 0
	169 70 0 97 148 86 31.88578 1 0 0 0 0 0 1 2 5/3/99 5/6/99 12/31/02 3 0 1338 0
	170 88 0 90 156 90 21.78861 0 0 0 0 1 0 1 2 4/6/99 4/9/99 8/21/99 3 0 137 1
	171 65 1 42 130 90 26.95468 0 1 0 0 0 0 1 2 1/12/99 1/19/99 12/31/02 7 0 1449 0
	172 79 1 69 136 70 25.82484 1 0 0 0 0 1 0 2 1/27/99 1/31/99 2/13/99 4 0 17 1
	173 72 0 83 146 72 23.73719 1 0 0 1 0 1 0 2 1/26/99 1/29/99 4/11/03 3 0 1536 1
	174 72 0 89 135 78 28.56874 1 0 0 0 0 1 0 2 1/2/99 1/12/99 6/17/03 10 0 1627 1
	175 79 1 87 82 50 24.63218 1 0 1 1 0 1 0 2 1/27/99 2/6/99 2/6/99 10 1 10 1
	176 62 1 108 99 50 22.44662 1 0 0 0 0 0 0 2 1/16/99 1/17/99 1/17/99 1 1 1 1
	177 90 0 119 134 75 25.58435 1 0 0 1 0 0 1 2 1/11/99 1/12/99 1/12/99 1 1 1 1
	178 91 1 101 129 61 27.1248 1 0 0 1 0 0 0 2 1/22/99 1/28/99 12/1/99 6 0 313 1
	179 75 0 88 200 90 35.96007 1 0 0 0 0 0 0 2 2/20/99 2/25/99 6/4/02 5 0 1200 1
	180 79 1 75 165 84 33.82198 1 1 0 0 0 0 0 2 3/18/99 3/23/99 12/31/02 5 0 1384 0
	181 79 1 104 131 45 24.0311 1 0 0 1 0 1 0 2 2/21/99 2/26/99 8/6/99 5 0 166 1
	182 52 0 78 117 25 34.93459 1 0 0 0 0 0 0 2 2/10/99 2/12/99 12/31/02 2 0 1420 0
	183 54 1 112 118 60 28.88959 1 0 0 1 0 1 0 2 2/18/99 2/22/99 9/2/00 4 0 562 1
	184 85 0 76 150 68 27.45762 1 0 0 0 0 1 0 2 6/8/99 6/15/99 12/31/02 7 0 1302 0
	185 53 1 70 128 55 26.6884 0 0 0 0 0 0 1 2 7/27/99 7/30/99 12/31/02 3 0 1253 0
	186 64 1 68 139 72 28.05828 1 0 0 0 0 1 1 2 1/23/99 1/27/99 12/31/02 4 0 1438 0
	187 48 1 76 168 105 26.15268 1 0 0 0 0 1 0 2 3/2/99 3/5/99 12/31/02 3 0 1400 0
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	189 80 0 64 189 82 19.65076 1 0 0 0 0 0 1 2 5/16/99 5/24/99 12/31/02 8 0 1325 0
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	388 75 1 80 118 60 25.34063 1 0 0 0 0 0 0 3 2/24/01 3/11/01 12/31/02 15 0 675 0
	389 104 0 92 126 53 23.82665 0 0 0 1 0 0 0 3 4/17/01 4/20/01 1/23/03 3 0 646 1
	390 87 0 120 140 70 27.34205 1 0 0 1 0 0 0 3 5/21/01 5/25/01 12/31/02 4 0 589 0
	391 75 0 71 137 76 21.00559 1 0 0 0 0 1 0 3 5/4/01 5/11/01 12/31/02 7 0 606 0
	392 59 0 104 146 98 31.74353 1 0 0 1 0 0 1 3 4/27/01 5/7/01 1/26/02 10 0 274 1
	393 82 1 68 196 75 19.61451 0 0 0 0 0 0 0 3 6/25/01 6/29/01 12/11/01 4 0 169 1
	394 59 1 78 139 60 26.63187 1 0 0 0 0 0 1 3 6/11/01 6/14/01 12/31/02 3 0 568 0
	395 72 0 104 200 100 31.55458 1 1 0 1 0 0 0 3 5/20/01 6/5/01 3/24/03 16 0 673 1
	396 82 1 67 120 64 23.92337 1 0 0 0 0 0 0 3 7/3/01 7/13/01 1/13/03 10 0 559 1
	397 84 0 100 85 50 23.24075 1 0 0 0 0 0 0 3 7/15/01 7/27/01 10/16/01 12 0 93 1
	398 70 1 89 57 38 22.43533 1 0 0 0 0 1 0 3 6/29/01 7/3/01 8/23/01 4 0 55 1
	399 42 1 55 101 69 33.75237 0 0 0 0 0 1 1 3 7/5/01 7/10/01 12/31/02 5 0 544 0
	400 71 0 128 240 120 31.63866 1 0 0 1 0 1 0 3 9/19/01 9/22/01 6/30/03 3 0 649 1
	401 65 1 61 150 80 24.07105 0 0 0 0 0 0 0 3 8/11/01 8/16/01 12/31/02 5 0 507 0
	402 87 0 127 104 45 23.04545 1 0 0 1 0 1 0 3 7/28/01 8/2/01 12/31/02 5 0 521 0
	403 88 1 92 170 74 21.28774 1 1 0 0 0 1 0 3 7/9/01 7/12/01 8/19/02 3 0 406 1
	404 66 1 110 136 80 29.99814 0 0 0 0 0 0 0 3 5/23/01 5/29/01 12/31/02 6 0 587 0
	405 53 1 67 176 6 31.45634 1 0 0 0 0 1 0 3 7/17/01 7/22/01 12/31/02 5 0 532 0
	406 66 0 91 130 58 22.46532 1 0 0 1 0 1 0 3 9/6/01 9/14/01 10/29/01 8 0 53 1
	407 48 1 53 145 93 31.38134 0 0 0 0 0 0 0 3 9/21/01 9/25/01 12/31/02 4 0 466 0
	408 59 1 130 160 86 29.53045 0 0 0 0 0 0 1 3 10/15/01 10/20/01 12/31/02 5 0 442 0
	409 47 0 83 198 88 34.4571 1 0 0 0 0 0 0 3 10/11/01 10/13/01 3/5/02 2 0 145 1
	410 88 0 74 153 43 18.36663 1 0 0 0 0 1 0 3 9/30/01 10/5/01 11/2/01 5 0 33 1
	411 65 0 80 164 80 39.65132 1 0 0 0 0 1 0 3 10/6/01 10/15/01 12/31/02 9 0 451 0
	412 68 0 108 150 80 27.20874 1 0 0 0 0 0 0 3 8/21/01 8/24/01 12/31/02 3 0 497 0
	413 62 1 80 130 96 25.84315 1 1 1 0 0 0 1 3 6/14/01 7/1/01 7/1/01 17 1 17 1
	414 82 0 87 150 90 23.41166 1 1 0 0 0 0 0 3 8/12/01 8/16/01 12/31/02 4 0 506 0
	415 66 1 125 127 98 27.39631 0 0 0 0 0 0 1 3 7/28/01 8/8/01 12/31/02 11 0 521 0
	416 80 1 64 220 198 28.55371 1 1 0 0 0 0 0 3 6/23/01 7/2/01 10/17/01 9 0 116 1
	417 86 1 108 151 72 28.34291 1 0 0 0 0 1 0 3 9/9/01 9/15/01 11/10/01 6 0 62 1
	418 81 1 84 162 80 27.21937 1 0 0 0 0 0 0 3 9/20/01 9/25/01 6/16/02 5 0 269 1
	419 87 0 88 128 74 24.0311 1 1 0 0 0 1 0 3 11/29/01 12/10/01 12/10/01 11 1 11 1
	420 74 0 66 184 83 26.3342 1 0 0 0 0 1 0 3 8/2/01 8/5/01 12/31/02 3 0 516 0
	421 58 0 110 204 103 32.2835 1 0 0 0 0 1 0 3 9/9/01 9/24/01 12/31/02 15 0 478 0
	422 85 0 116 120 80 16.09312 0 1 0 1 0 1 0 3 9/9/01 9/14/01 10/28/01 5 0 49 1
	423 46 1 60 140 72 24.2485 1 0 0 0 0 1 0 3 9/1/01 9/5/01 12/31/02 4 0 486 0
	424 73 1 104 142 85 25.2263 1 0 0 0 0 1 0 3 9/25/01 9/30/01 12/10/01 5 0 76 1
	425 87 0 69 175 86 19.20488 1 0 0 0 0 1 0 3 9/10/01 9/11/01 9/11/01 1 1 1 1
	426 61 1 85 173 98 30.84949 1 0 0 0 0 0 0 3 8/7/01 8/14/01 12/31/02 7 0 511 0
	427 46 1 92 150 94 25.25354 1 0 0 0 0 0 0 3 9/29/01 10/4/01 12/31/02 5 0 458 0
	428 48 1 64 140 100 30.24444 0 0 0 0 0 0 0 3 10/17/01 10/26/01 12/31/02 9 0 440 0
	429 65 1 62 174 96 28.12934 1 0 0 0 0 0 0 3 10/5/01 10/10/01 12/31/02 5 0 452 0
	430 62 1 138 162 102 26.43421 1 0 0 1 0 0 0 3 9/22/01 9/28/01 10/10/01 6 0 18 1
	431 85 1 55 201 91 26.1385 1 0 0 0 0 0 0 3 9/7/01 9/15/01 9/25/01 8 0 18 1
	432 81 1 128 178 58 22.62141 0 0 0 0 0 0 0 3 10/3/01 10/8/01 10/8/01 5 1 5 1
	433 89 1 90 140 54 18.60707 1 0 0 1 1 1 0 3 11/8/01 11/11/01 11/28/01 3 0 20 1
	434 75 0 106 168 76 37.88828 1 0 0 0 0 0 0 3 11/17/01 11/21/01 12/14/02 4 0 392 1
	435 72 1 60 165 74 27.26234 1 0 0 1 0 0 0 3 10/3/01 10/12/01 12/11/01 9 0 69 1
	436 55 0 65 130 54 22.67433 1 0 0 1 0 1 0 3 12/13/01 12/15/01 12/15/01 2 1 2 1
	437 72 0 120 146 72 28.32237 0 0 1 1 0 0 1 3 9/26/01 10/18/01 10/18/01 22 1 22 1
	438 32 1 90 132 83 30.55383 1 0 0 0 0 0 0 3 10/31/01 11/2/01 12/31/02 2 0 426 0
	439 58 0 68 158 91 29.7584 1 0 0 0 0 0 0 3 10/8/01 10/17/01 12/31/02 9 0 449 0
	440 87 0 109 135 80 25.44908 1 0 1 1 0 1 0 3 11/5/01 11/12/01 11/12/01 7 1 7 1
	441 63 1 82 110 65 24.43321 1 0 0 0 0 0 0 3 11/23/01 11/27/01 12/31/02 4 0 403 0
	442 84 0 64 152 74 25.31924 1 0 0 1 0 0 1 3 12/25/01 12/29/01 12/31/02 4 0 371 0
	443 46 1 97 149 83 25.54051 0 0 0 0 0 0 0 3 12/28/01 12/29/01 12/31/02 1 0 368 0
	444 46 1 80 115 62 31.13646 0 0 0 0 0 0 1 3 11/15/01 11/21/01 12/31/02 6 0 411 0
	445 49 1 60 180 100 27.05769 0 0 0 0 0 0 1 3 12/6/01 12/10/01 12/31/02 4 0 390 0
	446 80 0 78 137 71 27.9106 1 0 0 1 0 0 0 3 11/18/01 11/30/01 11/12/02 12 0 359 1
	447 83 1 100 175 138 25.49755 1 0 0 0 0 0 0 3 11/18/01 11/23/01 12/31/02 5 0 408 0
	448 64 1 91 164 94 22.15127 0 1 1 0 0 0 0 3 11/19/01 11/24/01 12/31/02 5 0 407 0
	449 52 1 79 153 85 38.69089 0 0 0 0 0 0 1 3 11/4/01 11/7/01 12/31/02 3 0 422 0
	450 80 1 99 179 84 22.88965 1 0 0 0 0 1 0 3 12/20/01 12/25/01 12/31/02 5 0 376 0
	451 82 0 91 135 61 18.60004 1 0 0 1 0 0 1 3 5/30/01 6/8/01 5/24/02 9 0 359 1
	452 85 0 96 190 100 21.39972 1 0 0 1 0 1 0 3 10/31/01 11/9/01 12/27/01 9 0 57 1
	453 65 0 144 140 90 23.02862 1 1 0 1 0 1 0 3 1/30/01 2/15/01 12/24/01 16 0 328 1
	454 59 0 88 96 65 25.12788 1 0 0 1 0 0 0 3 11/14/01 11/28/01 12/31/02 14 0 412 0
	455 84 1 116 148 72 25.29429 1 0 0 1 0 1 0 3 11/11/01 11/14/01 11/14/01 3 1 3 1
	456 59 0 36 146 36 27.46412 1 0 0 0 0 1 0 3 9/29/01 10/3/01 12/31/02 4 0 458 0
	457 61 1 105 106 65 26.62594 0 0 0 0 0 0 1 3 11/8/01 11/12/01 12/31/02 4 0 418 0
	458 83 0 60 164 69 19.05323 1 1 0 1 0 1 0 3 10/12/01 10/27/01 12/31/02 15 0 445 0
	459 72 1 100 160 100 29.70193 1 1 0 0 0 1 0 3 9/28/01 10/3/01 12/31/02 5 0 459 0
	460 75 1 72 96 72 27.83628 1 1 1 1 0 0 1 3 10/11/01 10/13/01 10/13/01 2 1 2 1
	461 63 0 121 103 86 27.80742 1 0 0 0 0 0 0 3 11/2/01 11/12/01 12/31/02 10 0 424 0
	462 45 1 77 162 98 34.14385 1 0 0 0 0 0 0 3 11/10/01 11/13/01 12/31/02 3 0 416 0
	463 92 0 104 140 60 22.59674 0 0 0 1 0 1 0 3 11/9/01 11/12/01 11/12/01 3 1 3 1
	464 47 1 74 178 110 26.95468 0 0 0 0 0 0 1 3 10/30/01 11/3/01 12/31/02 4 0 427 0
	465 56 0 98 156 84 28.31856 1 0 0 0 0 0 0 3 10/12/01 10/16/01 12/31/02 4 0 445 0
	466 82 1 139 151 106 25.39243 1 0 0 0 0 1 0 3 11/5/01 11/10/01 12/31/02 5 0 421 0
	467 74 0 58 148 60 34.75168 1 0 0 0 0 0 0 3 10/7/01 10/11/01 10/11/01 4 1 4 1
	468 73 1 92 197 102 28.45241 1 0 0 1 0 1 0 3 11/27/01 12/3/01 12/31/02 6 0 399 0
	469 55 1 85 140 62 24.9571 1 0 0 0 0 1 0 3 7/30/01 8/30/01 12/31/02 31 0 519 0
	470 67 1 120 168 90 22.09684 1 0 0 1 0 1 0 3 5/1/01 5/9/01 12/31/02 8 0 609 0
	471 58 1 70 155 77 27.05769 0 0 0 0 0 1 0 3 10/11/01 10/17/01 12/31/02 6 0 446 0
	472 72 1 186 132 84 25.40431 1 0 0 0 0 1 0 3 4/14/01 4/19/01 12/31/02 5 0 626 0
	473 59 1 69 129 76 21.82685 0 0 0 0 0 0 0 3 10/12/01 10/16/01 12/31/02 4 0 445 0
	474 90 0 114 127 59 23.41166 1 1 0 1 0 0 1 3 12/5/01 12/12/01 12/24/01 7 0 19 1
	475 82 1 35 143 58 27.92796 1 0 0 1 1 0 0 3 10/7/01 10/12/01 12/31/02 5 0 450 0
	476 66 0 88 148 72 33.28196 1 0 0 1 0 0 0 3 11/26/01 12/5/01 12/31/02 9 0 400 0
	477 73 1 121 111 57 21.28469 0 0 0 0 0 0 0 3 9/29/01 10/3/01 12/31/02 4 0 458 0
	478 85 0 146 142 74 25.69714 1 0 0 1 0 1 0 3 7/14/01 7/14/01 12/31/02 0 0 535 0
	479 93 0 88 136 80 22.85147 1 0 0 0 0 0 0 3 11/8/01 11/15/01 1/24/03 7 0 442 1
	480 71 1 70 112 68 39.99462 1 0 0 0 0 0 0 3 2/18/01 2/20/01 3/30/02 2 0 405 1
	481 46 1 92 124 78 26.1385 1 0 0 0 0 0 0 3 9/30/01 9/30/01 12/31/02 0 0 457 0
	482 51 1 56 136 96 37.90281 1 0 0 0 0 0 0 3 10/20/01 10/22/01 12/31/02 2 0 437 0
	483 82 0 88 134 70 17.63944 1 0 0 0 0 0 1 3 6/28/01 7/2/01 12/31/02 4 0 551 0
	484 52 1 95 130 100 31.45634 1 0 0 0 0 0 1 3 12/25/01 12/25/01 12/31/02 0 0 371 0
	485 77 1 106 164 98 30.56876 1 0 0 0 0 1 0 3 1/15/01 1/18/01 4/27/02 3 0 467 1
	486 79 1 80 110 80 19.20723 1 0 0 0 0 1 0 3 4/10/01 4/16/01 1/14/03 6 0 644 1
	487 51 1 63 117 64 25.67865 1 0 0 0 0 0 0 3 12/10/01 12/11/01 12/31/02 1 0 386 0
	488 53 1 76 152 89 36.58893 1 0 0 0 0 0 1 3 6/25/01 6/27/01 12/31/02 2 0 554 0
	489 45 1 64 140 110 31.32463 1 0 0 0 0 0 0 3 6/6/01 6/8/01 12/31/02 2 0 573 0
	490 64 1 72 159 82 26.36032 0 0 0 0 0 0 0 3 9/12/01 9/15/01 12/31/02 3 0 475 0
	491 76 1 118 170 100 25.84858 1 0 0 1 0 0 0 3 5/2/01 5/7/01 6/3/02 5 0 397 1
	492 93 1 116 198 21 23.02361 1 0 0 1 0 0 0 3 11/23/01 11/27/01 12/7/01 4 0 14 1
	493 93 1 110 158 60 23.72658 1 0 0 1 0 1 0 3 11/30/01 12/5/01 12/7/01 5 0 7 1
	494 83 1 92 160 88 42.38277 1 0 0 1 0 1 0 3 8/29/01 9/3/01 11/6/01 5 0 69 1
	495 92 0 92 216 114 24.7524 1 0 0 1 0 1 0 3 5/18/01 5/21/01 6/18/01 3 0 31 1
	496 76 0 68 112 88 27.96454 1 1 0 0 0 0 1 3 7/9/01 7/10/01 7/19/01 1 0 10 1
	497 76 0 88 208 96 24.26862 1 0 0 0 0 0 0 3 3/9/01 3/12/01 12/31/02 3 0 662 0
	498 57 0 123 120 74 42.13576 1 1 0 0 0 0 0 3 1/5/01 1/8/01 12/31/02 3 0 725 0
	499 67 1 59 112 62 27.40905 1 0 0 0 0 0 1 3 7/17/01 7/18/01 12/31/02 1 0 532 0
	500 98 1 99 160 100 19.48575 1 0 0 0 0 0 1 3 11/16/01 11/19/01 8/2/02 3 0 259 1
	;
run;


* Task 2: Use the CORR Procedure;
*	a. Explore the relationship between age and initial heart rate.
*	b. Examine the correlation coefficient and the p-value.;
* ============================================================================;
proc corr data = whas;
	var age hr;
run;


* Task 3: Explore the relationship between age and initial heart rate by 
* creating a scatter plot. Make sure to add an OLS regression line. View this 
* scatter plot again separately for men and women.;
* ============================================================================;
proc sgplot data = whas;
	scatter x = age y = sysbp;
	reg x = age y = sysbp;
run;

proc sgplot data = whas;
	scatter x = age y = sysbp / group = gender;
	reg x = age y = sysbp / group = gender;
run;


* Task 4. Calculate mean bmi within levels of gender using the MEANS procedure;
* ============================================================================;
proc means data = whas;
	class gender;
	var bmi;
run;


* Task 5. Produce side-by-side histograms of sysbp comparing gender.;
* ============================================================================;
proc sgpanel data = whas;
	panelby gender;
	histogram sysbp;
	density sysbp;
run;

* Task 6. side-by-side boxplots of bmi comparing gender.;
* ============================================================================;
proc sgplot data = whas;
	vbox bmi / category = gender;
run;


* Task 7. Create a two-way frequency table for cohort year and history of 
* cardiovascular disease.;
* ============================================================================;
proc freq data = whas;
	tables year * cvd;
run;

* Task 8. Create multiple two-way frequency tables for cohort year and atrial 
* fibrillation, cohort year and cardiogenic shock, cohort year and congestive 
* heart complications, and cohort year and complete heart block.;
* ============================================================================;
proc freq data = whas;
	tables year * (afb sho chf av3);
run;