Please, complete a side by side box plot to determine if there are outliers in the data and also to compare variability in LOS for both males and females etc. then explain.
| 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 |
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