# 7-2 Final Project Part II Milestone Four: Data Analysis

Specifically, you must discourse these ticklish elements: A. Graphs: In this individuality, you accomplish use graphical displays to study the facts and formulate an primal supposition. In feature, you should: 1. Create key graphical displays that yield a sentiment of germinative relationships betwixt variables. Conceive the graphs and debate why you clarified these graphical displays as contrariant to others. B. Conduct alienate supposition tests, unadorned retrogressions, and other tests to excite the facts set. C. Expound why these tests are the best dainty in this matter and how they parallel after a while formal best practices. D. Analysis of Biostatistics: Use this individuality to induce your findings from a statistical nucleus. Be stable to: 1. Present key biostatistics from the graphs, tests, and retrogressions produced, and expound what they moderation. Be stable to conceive a spreadsheet showing your employment as an postscript. 2. What statistical inferences or conclusions can you induce naturalized on the supposition tests and unadorned retrogression analyses produced? Justify your counter-argument.

use  this facts to do this milestone.

 id admitdate foldate los lenfol fstat age gender bmi 1 3/13/1995 3/19/1995 4 6 1 65 0 31.38134 2 1/14/1995 1/23/1996 5 374 1 88 1 22.6579 3 2/17/1995 10/4/2001 5 2421 1 77 0 27.87892 4 4/7/1995 7/14/1995 9 98 1 81 1 21.47878 5 2/9/1995 5/29/1998 4 1205 1 78 0 30.70601 6 1/16/1995 9/11/2000 7 2065 1 82 1 26.45294 7 1/17/1995 10/15/1997 3 1002 1 66 1 35.71147 8 11/15/1994 11/24/2000 56 2201 1 81 1 28.27676 9 8/18/1995 2/23/1996 5 189 1 76 0 27.12082 10 7/22/1995 12/31/2002 9 2719 0 40 0 21.78971 11 10/11/1995 12/31/2002 6 2638 0 73 1 28.43344 12 5/26/1995 9/29/1996 11 492 1 83 0 24.66175 13 5/21/1995 3/18/1996 6 302 1 64 1 27.46412 14 12/14/1995 12/31/2002 10 2574 0 58 0 29.83756 15 11/8/1995 12/31/2002 7 2610 0 43 0 22.95776 16 10/8/1995 12/31/2002 5 2641 0 39 0 30.10881 17 10/17/1995 5/12/2000 6 1669 1 66 0 31.99738 18 10/30/1995 1/5/2003 9 2624 1 61 0 30.7142 19 12/10/1995 12/31/2002 6 2578 0 49 0 25.69548 20 11/23/1995 12/31/2002 5 2595 0 53 1 30.12017 21 10/5/1995 2/5/1996 6 123 1 85 0 18.41038 22 11/5/1995 12/31/2002 8 2613 0 69 1 37.60097 23 9/9/1995 10/22/1997 4 774 1 54 0 28.97529 24 9/9/1995 3/13/2001 14 2012 1 82 0 19.90095 25 12/15/1995 12/31/2002 4 2573 0 67 1 28.32237 26 12/3/1995 1/19/2001 11 1874 1 89 1 23.43605 27 10/18/1995 12/31/2002 2 2631 0 68 0 26.44693 28 3/16/1995 6/4/2000 7 1907 1 78 0 28.20595 29 10/25/1995 4/15/1997 5 538 1 56 0 24.11997 30 10/6/1995 1/18/1996 4 104 1 85 1 36.71647 31 9/3/1995 9/9/1995 4 6 1 72 0 27.97907 32 6/30/1995 5/1/1999 5 1401 1 50 0 20.363 33 7/22/1995 12/22/2002 8 2710 1 81 1 28.64898 34 9/17/1995 1/5/1998 4 841 1 85 1 20.17772 35 3/21/1997 8/16/1997 6 148 1 84 1 23.6187 36 2/23/1997 12/31/2002 12 2137 0 75 0 23.67519 37 1/1/1997 12/31/2002 16 2190 0 61 0 23.4314 38 1/18/1997 12/31/2002 5 2173 0 48 0 33.4511 39 1/19/1997 4/25/1998 8 461 1 83 1 19.57068 40 3/18/1997 12/31/2002 10 2114 0 82 0 25.82748 41 2/3/1997 12/31/2002 4 2157 0 62 0 30.86625 42 5/17/1997 12/31/2002 5 2054 0 39 0 24.21079 43 3/8/1997 12/31/2002 5 2124 0 45 0 31.66439 44 2/23/1997 12/31/2002 4 2137 0 65 0 26.22085 45 6/14/1997 1/5/2003 18 2031 1 76 1 32.41986 46 7/7/1997 12/31/2002 9 2003 0 77 1 24.56345 47 4/27/1997 12/31/2002 9 2074 0 68 0 21.3055 48 5/15/1997 2/13/1998 7 274 1 73 0 26.45678 49 7/26/1997 12/31/2002 4 1984 0 64 0 27.97977 50 7/17/1997 12/31/2002 6 1993 0 80 0 36.02333 51 9/9/1997 12/31/2002 7 1939 0 84 1 22.31424 52 6/19/1997 9/3/2000 4 1172 1 43 1 25.33148 53 8/20/1997 11/17/1997 3 89 1 87 1 18.77718 54 8/28/1997 1/3/1998 7 128 1 70 1 18.60004 55 9/9/1997 12/31/2002 17 1939 0 80 0 25.50204 56 9/1/1997 9/15/1997 11 14 1 64 1 24.41255 57 9/3/1997 6/10/2000 5 1011 1 59 1 29.85998 58 9/24/1997 10/30/2001 6 1497 1 92 0 24.3664 59 9/19/1997 12/31/2002 3 1929 0 51 0 34.77034 60 4/17/1997 12/31/2002 1 2084 0 41 0 27.26234 61 10/21/1997 2/5/1998 6 107 1 90 0 24.78423 62 10/2/1997 12/27/1998 4 451 1 83 0 21.80987 63 1/8/1997 12/31/2002 3 2183 0 61 0 27.36909 64 11/11/1997 12/31/2002 7 1876 0 64 0 26.22085 65 11/7/1997 5/31/2000 3 936 1 82 0 26.88683 66 4/20/1997 4/18/1998 5 363 1 91 1 27.61844 67 6/18/1997 5/1/2000 5 1048 1 48 0 31.58373 68 10/29/1997 12/31/2002 12 1889 0 63 0 23.33267 69 4/29/1997 12/31/2002 5 2072 0 81 0 28.35006 70 11/8/1997 12/31/2002 7 1879 0 52 0 32.63621 71 11/17/1997 12/31/2002 4 1870 0 65 0 31.95113 72 11/28/1997 12/31/2002 5 1859 0 74 0 25.01782 73 5/19/1997 12/31/2002 5 2052 0 62 0 30.22827 74 12/11/1997 12/31/2002 4 1846 0 60 1 29.28812 75 5/10/1997 12/31/2002 7 2061 0 71 0 32.32407 76 10/6/1997 12/31/2002 3 1912 0 73 0 31.47445 77 12/21/1997 12/31/2002 5 1836 0 43 0 28.59188 78 11/22/1997 3/16/1998 7 114 1 80 0 33.36074 79 10/31/1997 2/4/2002 7 1557 1 72 0 21.80987 80 6/28/1997 12/27/2000 5 1278 1 57 0 23.57087 81 12/21/1997 12/31/2002 3 1836 0 80 1 28.35006 82 10/2/1997 12/31/2002 6 1916 0 76 0 28.03555 83 9/14/1997 12/31/2002 3 1934 0 53 0 24.21079 84 9/25/1997 12/31/2002 10 1923 0 44 0 32.60387 85 12/2/1997 1/15/1998 3 44 1 71 0 23.0563 86 9/26/1997 12/31/2002 6 1922 0 64 0 31.75016 87 10/24/1997 7/25/1998 5 274 1 86 0 21.10959 88 11/27/1997 12/31/2002 7 1860 0 72 1 25.23266 89 4/12/1997 3/23/2002 4 1806 1 73 1 22.86698 90 2/15/1997 12/31/2002 6 2145 0 85 1 26.05501 91 10/22/1997 4/22/1998 5 182 1 60 0 23.18023 92 6/27/1997 12/31/2002 4 2013 0 63 0 35.48949 93 1/17/1997 12/31/2002 5 2174 0 80 1 20.59809 94 12/12/1997 5/24/2002 4 1624 1 74 0 30.13206 95 11/4/1997 5/10/1998 10 187 1 79 1 16.78615 96 11/4/1997 12/31/2002 4 1883 0 48 1 32.11709 97 12/24/1997 4/19/2002 3 1577 1 32 1 39.93835 98 11/26/1997 1/27/1998 8 62 1 86 1 14.91878 99 8/10/1997 12/31/2002 16 1969 0 56 0 29.05295 100 3/26/1997 2/13/2000 7 1054 1 74 0 32.89087