Description
Details:
The purpose of this assignment is to use data visualization tools to aggregate and depict data and to interpret the data visualization results.
For this assignment, you will use the "Claims 2" dataset. You will use Tableau to replicate the dashboard you created in the Topic 3 assignment. In addition, you will compare and contrast the Excel and Tableau software.
Part 1:
Create a dashboard describing the data by age group (e.g., 21-30 yrs, 31-40 yrs, 41-50 yrs, 51-60 yrs, and 61-70 yrs). The dashboard should include the graphs and charts listed in the locations described. The dashboard should be submitted as a Tableau file. A sample layout is provided in the resource, "Data Visualization With Tableau Screenshot: Preview of the Tableau Dashboard."
- Top Left: Bar graph showing the average number of ER visits for each of the five age groups. Show the actual average values above each bar.
- Middle Left: Bar graph showing the average number of procedures for each of the five age groups. Show the actual average values above each bar.
- Bottom Left: Bar graph showing the average claim cost for each of the five age groups. Show the actual average values above each bar.
- Top Right: Pie chart showing the percent of the total sum of all claim costs for each of the five age groups. Show the actual percent values of each slice.
- Bottom Right: Line graph showing the percent of each age group that has one or more ER visits. Show the actual percent values of each group. To create this chart, first create a new calculated column, named "Has ER Visit," that is equal to 1 when the patient has had one or more ER visits; otherwise 0. HINT: The average of a 0-1 column is a percent.
Part 2:
In 250 words, compare and contrast the use of Excel and Tableau in data visualization. Include specific discussion about the following in your summary.
- Software ease of use.
- Software visualization capabilities.
- Software limitations.
- Discussion of when each of these software programs is most appropriate for use.
APA format is not required, but solid academic writing is expected.
Unformatted Attachment Preview
Claims
Age
Age_Group
179.1
63 61-70 yrs
319
59 51-60 yrs
9310.7
62 61-70 yrs
18727.1
55 51-60 yrs
453.4
66 61-70 yrs
3243.8
68 61-70 yrs
599.9
50 41-50 yrs
2224.6
55 51-60 yrs
11.2
53 51-60 yrs
689.7
55 51-60 yrs
304.1
62 61-70 yrs
200.4
63 61-70 yrs
978.9
67 61-70 yrs
330.2
60 51-60 yrs
642.2
64 61-70 yrs
1247
41 41-50 yrs
226.6
64 61-70 yrs
12481.1
69 61-70 yrs
369.6
48 41-50 yrs
3613.1
57 51-60 yrs
326
68 61-70 yrs
252.3
60 51-60 yrs
3902.8
41 41-50 yrs
116.9
49 41-50 yrs
978.8
40 31-40 yrs
6345
61 61-70 yrs
4869.1
52 51-60 yrs
73.6
63 61-70 yrs
635.7
60 51-60 yrs
160.9
69 61-70 yrs
7388.9
68 61-70 yrs
81.6
48 41-50 yrs
3427.6
60 51-60 yrs
7215.5
64 61-70 yrs
1466
60 51-60 yrs
29.2
59 51-60 yrs
8179.7
60 51-60 yrs
1518.2
53 51-60 yrs
221.4
66 61-70 yrs
1433.6
46 41-50 yrs
36.8
63 61-70 yrs
1794
60 51-60 yrs
80.4
54 51-60 yrs
1083.9
59 51-60 yrs
2012.2
59 51-60 yrs
311.8
69 61-70 yrs
Procedures
Prescribed_Drugs
2
2
17
5
1
6
0
6
0
2
0
0
5
1
4
4
1
15
2
8
2
2
3
2
5
14
3
0
2
0
47
3
12
3
6
1
12
5
5
3
0
3
0
8
14
0
ER_Visits
1
0
0
2
0
2
0
2
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
7
2
2
0
1
0
0
0
0
2
0
0
0
0
2
1
4
6
2
7
3
5
7
2
1
0
4
3
2
1
1
0
1
8
1
3
1
2
3
1
0
3
5
1
1
2
11
3
1
5
2
2
5
2
2
4
2
2
1
3
4
6
High_ER_User
Yes
Yes
No
Yes
Yes
Yes
Yes
No
No
No
Yes
Yes
No
No
No
No
No
Yes
No
Yes
No
No
Yes
No
No
Yes
Yes
No
No
No
Yes
Yes
No
Yes
No
No
Yes
No
No
Yes
No
No
No
Yes
Yes
Yes
444.2
1687.3
45447.7
155
38.4
8019.1
630
2782.3
521.9
342
354.2
215.1
1862.9
754.9
209.5
318.5
1041.6
353.7
117.5
3540.3
1762.7
563.4
96.2
262.2
36
226.2
170.9
161.2
16
41803.2
547.4
5404.2
26.4
15.4
85.6
1447.8
18780.2
132.8
137.3
4547.9
358.2
402.2
584.1
80
1192.7
6854.9
132.7
54
56
51
67
62
60
60
56
54
57
59
62
55
68
57
66
61
61
60
55
40
55
64
65
51
54
56
61
56
52
48
50
53
60
59
57
60
54
47
51
59
43
56
60
57
61
56
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
31-40 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
41-50 yrs
41-50 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
41-50 yrs
51-60 yrs
51-60 yrs
41-50 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
6
12
32
6
0
2
1
10
0
1
3
1
6
3
2
11
6
3
2
8
10
4
2
1
0
2
5
1
0
14
3
6
2
0
1
6
10
2
1
7
2
6
0
1
5
17
3
0
0
0
0
0
0
0
3
0
0
0
0
0
0
0
4
0
0
0
1
0
0
0
0
0
0
4
0
0
0
2
1
3
0
0
0
0
0
0
0
0
0
0
0
0
0
5
6
7
4
1
3
4
2
5
2
2
5
2
5
2
1
5
2
3
2
3
2
1
2
1
1
2
10
1
2
6
6
3
6
2
2
2
12
2
0
0
0
1
5
4
0
6
7
Yes
Yes
Yes
No
Yes
Yes
No
Yes
No
No
Yes
No
Yes
No
No
Yes
No
Yes
No
Yes
No
No
No
No
No
No
Yes
No
No
Yes
Yes
Yes
Yes
No
No
No
Yes
No
No
No
No
No
Yes
Yes
No
Yes
Yes
22.4
112.7
257.7
1714.8
3535.2
88.6
3162.8
256.5
3484.9
28.8
10.9
991.7
2373.9
789.2
5221.6
171.4
44840
68
881.4
1625.2
510.2
304.8
621.6
318.2
317.6
980.4
217.6
408.8
62.4
914.5
69.2
345.6
11287.7
3372.7
597.4
60.9
285
198.4
100.8
546.9
120.2
377.5
7.5
118.5
1387.1
2725.4
5854.9
63
66
53
54
56
66
57
67
62
51
61
45
57
66
60
63
63
69
60
61
54
56
68
57
64
63
54
65
63
66
62
52
68
65
58
57
67
60
49
58
65
66
62
51
58
51
56
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
41-50 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
41-50 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
0
2
2
5
3
4
7
4
11
1
1
0
4
4
4
0
11
0
3
2
5
2
3
4
2
6
2
2
1
8
0
3
6
5
5
0
0
3
2
1
1
1
1
2
5
4
9
0
0
0
0
3
0
0
0
0
0
0
0
1
0
0
0
6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
3
1
2
1
2
0
9
5
0
0
5
2
2
2
5
2
5
1
10
4
2
2
1
2
2
4
2
4
4
4
3
5
2
7
3
3
3
4
2
3
0
2
4
2
3
4
0
4
1
No
No
No
No
Yes
Yes
No
No
Yes
No
No
No
Yes
No
Yes
No
Yes
Yes
No
No
No
No
No
Yes
No
Yes
Yes
Yes
Yes
Yes
No
Yes
Yes
Yes
Yes
Yes
No
Yes
No
No
Yes
No
Yes
Yes
No
Yes
No
36.9
2916.8
208
8714.2
67.1
503.3
1474.4
38.4
30019.2
138.3
5074.3
99.7
1459.4
506.6
21265.7
10769.1
1223.1
244.8
146
1336.5
2058.2
45.6
3769.9
168.1
17337.3
5984
1705.6
740.1
15306.1
51.2
256.3
11834.8
4964.7
315.8
44.6
2486.6
4240.1
1854.4
347.1
500.7
204
2638.9
10.6
58.9
153.8
2253.8
222.2
46
66
51
63
66
64
64
61
44
54
65
58
47
65
58
58
61
57
58
61
54
55
64
63
61
68
64
57
51
67
65
65
65
59
50
55
57
64
68
58
49
63
52
63
62
48
56
41-50 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
41-50 yrs
51-60 yrs
61-70 yrs
51-60 yrs
41-50 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
41-50 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
41-50 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
41-50 yrs
51-60 yrs
0
6
0
5
1
1
4
0
30
1
4
2
5
4
17
8
4
2
3
6
1
2
7
0
19
7
5
7
15
0
5
8
11
1
0
3
14
5
1
3
1
17
2
0
3
6
4
0
1
0
1
2
0
0
0
0
3
0
0
0
0
1
0
0
0
2
0
0
0
0
0
2
5
0
0
0
0
0
0
0
0
0
0
0
3
0
0
0
0
0
1
0
0
0
3
3
3
5
3
2
4
1
4
5
4
3
4
1
8
0
0
3
2
7
6
4
5
2
8
7
2
3
6
3
3
4
2
2
4
4
4
7
2
1
4
6
2
3
3
3
1
Yes
Yes
Yes
Yes
Yes
No
Yes
No
Yes
Yes
Yes
Yes
Yes
No
Yes
No
No
Yes
No
Yes
Yes
Yes
Yes
No
Yes
Yes
No
Yes
Yes
Yes
Yes
Yes
No
No
Yes
Yes
Yes
Yes
No
No
Yes
Yes
No
Yes
Yes
Yes
No
356.8
724.4
998
492.7
1087.4
1229.1
557.2
8
1222.5
2182.3
14.4
35.4
1962.9
530.1
929
647.6
3171.4
1225.7
1297.1
1570.2
48.3
632.6
448.3
162.6
14397.6
1478.2
18183
38.4
556.4
601.4
6081.3
2814.9
28895.8
188
18373.3
251
12595.9
274.7
40511.8
389.9
1682.8
8.6
36.8
185.6
53.6
1174.1
3580.5
62
65
52
60
58
62
56
61
63
49
64
59
58
52
62
45
60
67
55
53
43
63
64
59
66
57
53
56
67
54
65
60
53
67
61
57
67
63
53
64
67
67
63
67
66
51
50
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
41-50 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
41-50 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
41-50 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
41-50 yrs
4
3
4
2
3
3
1
2
1
10
1
0
7
6
3
3
1
12
1
10
1
4
6
0
10
5
11
0
6
0
6
4
17
1
9
4
16
0
31
1
4
1
0
1
0
12
12
0
1
0
0
0
0
0
4
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
0
4
0
0
0
0
0
0
0
0
0
4
2
2
2
2
3
3
3
5
1
8
6
3
4
4
5
2
6
2
3
6
2
2
1
8
5
6
2
2
0
1
5
1
6
6
4
1
9
0
9
3
3
4
1
2
1
1
8
No
No
No
No
Yes
Yes
Yes
Yes
No
Yes
Yes
Yes
Yes
Yes
Yes
No
Yes
No
Yes
Yes
No
No
No
Yes
Yes
Yes
No
No
No
No
Yes
No
Yes
Yes
Yes
No
Yes
No
Yes
Yes
Yes
Yes
No
No
No
No
Yes
12
145.4
468.2
449.4
10491.1
323.9
36.8
1009.4
147
11706.9
204.8
833.6
288.7
558.4
9987.1
1022.6
874.4
1556.2
193.9
5464.8
4537.1
583.3
3486.9
40959.1
16.8
1132.2
162.7
103.6
303.2
158.3
232.1
528.6
3539.8
161.5
18183
283
19389.9
354.4
11839.8
628.4
61.4
38.4
1195.2
2069.5
3039.7
256.3
245.6
59
65
67
55
62
66
62
59
58
64
65
69
56
55
60
49
52
58
66
58
68
65
58
57
60
56
63
64
63
62
51
61
69
65
57
65
60
56
61
68
59
67
67
66
55
40
57
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
41-50 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
31-40 yrs
51-60 yrs
1
0
7
2
6
3
0
7
5
8
5
8
3
6
3
1
5
11
2
3
7
0
9
16
3
6
1
1
3
0
1
8
4
0
19
7
13
1
5
1
2
0
10
6
10
4
2
1
0
0
0
0
0
0
0
0
5
0
1
0
2
0
0
0
0
1
1
2
0
0
0
1
3
0
0
0
0
0
0
0
2
2
2
3
0
1
0
0
0
0
0
0
0
1
5
3
5
4
5
4
0
6
2
17
1
4
2
10
3
0
2
1
3
4
6
1
6
7
10
4
1
1
1
1
3
2
4
5
12
4
6
1
4
1
4
1
3
3
3
1
2
Yes
Yes
Yes
Yes
Yes
Yes
No
Yes
No
Yes
No
Yes
No
Yes
Yes
No
No
No
Yes
Yes
Yes
No
Yes
Yes
Yes
Yes
No
No
No
No
Yes
No
Yes
Yes
Yes
Yes
Yes
No
Yes
No
Yes
No
Yes
Yes
Yes
No
No
70
1082.4
664.5
5.6
90.4
56.4
610.5
335.2
11845.9
925
271.9
393.3
23046
2911.9
64.8
122.1
224.6
294.3
210.3
758.4
712
75.7
28.8
3585.9
65.5
1467.4
185.6
5716
229.2
21.7
251.1
17558
342.8
34010.7
36.8
119.3
25112.3
166.2
558.6
8761.5
21.5
280.8
30549.1
41.1
3648
4324.3
450.1
57
62
65
57
65
52
57
61
55
54
59
54
44
62
59
52
65
61
55
56
61
43
30
52
66
57
57
61
54
54
64
69
54
65
60
57
43
56
49
62
48
54
62
56
61
58
61
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
41-50 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
41-50 yrs
21-30 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
41-50 yrs
51-60 yrs
41-50 yrs
61-70 yrs
41-50 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
2
5
1
1
2
2
5
2
23
4
3
2
7
11
1
0
0
2
3
3
3
0
1
14
1
7
2
16
3
1
0
20
1
20
0
1
14
0
0
16
2
1
19
2
8
9
1
0
0
0
0
1
0
0
0
0
0
0
0
0
3
0
0
0
0
0
0
0
0
2
1
0
0
0
1
0
0
0
1
0
1
0
0
0
0
0
0
0
0
1
0
1
0
0
1
2
4
5
5
5
0
3
5
1
3
1
4
4
3
4
1
2
3
2
1
2
0
3
1
1
2
6
1
1
2
4
2
7
1
2
5
2
2
5
0
3
3
3
6
2
3
No
No
Yes
Yes
Yes
Yes
No
Yes
Yes
No
Yes
No
Yes
Yes
Yes
Yes
No
No
Yes
No
No
No
No
Yes
No
No
No
Yes
No
No
No
Yes
No
Yes
No
No
Yes
No
No
Yes
No
Yes
Yes
Yes
Yes
No
Yes
1059.2
7260.5
110.7
137.5
26
772.2
33.8
34.7
605.3
206.4
127.7
894.9
2907
887.8
33409.2
27885
5596
4378.9
187.8
196.7
4815.8
9342.5
562.4
458.8
4372.4
36.8
3067.4
9703.2
607.3
320.4
1343.7
208.8
603.1
711.7
254
154.4
252.2
299.8
338.9
596.1
216.7
2845.7
12638.4
389
32.3
6
2011.6
54
66
65
64
57
53
53
65
58
67
57
65
58
52
42
64
58
59
60
56
57
59
59
57
64
65
58
61
49
52
61
60
63
54
61
66
59
58
56
33
51
59
54
69
60
65
60
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
41-50 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
41-50 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
31-40 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
8
6
0
2
0
4
0
2
2
2
0
2
8
8
27
20
9
10
1
0
10
10
0
2
5
0
7
16
2
5
4
0
22
0
9
2
2
2
1
2
2
1
11
3
1
0
6
0
2
1
0
0
0
0
0
0
0
0
0
3
0
4
2
0
0
0
1
0
0
0
0
0
0
1
0
0
1
2
0
0
0
0
0
0
0
0
0
0
0
1
0
3
0
2
3
6
4
2
2
2
1
11
1
4
1
3
9
2
9
9
4
0
5
3
1
8
2
1
4
1
3
5
4
7
8
1
5
8
1
1
4
0
1
2
3
8
5
0
6
1
8
Yes
Yes
Yes
No
No
No
No
Yes
No
Yes
No
Yes
Yes
No
Yes
Yes
Yes
No
Yes
Yes
No
Yes
No
No
Yes
No
Yes
Yes
Yes
Yes
Yes
No
Yes
Yes
No
No
Yes
No
No
No
Yes
Yes
Yes
No
Yes
No
Yes
4169.7
358.6
240.6
44.7
76
38.3
2023.2
621.6
947.7
898.4
120.2
5528.2
12.8
1162.9
615.4
171.2
5210.2
95.1
4377
254.5
79.2
410.9
219.9
5870.8
1585.8
115.2
335.4
255.8
2171.4
1173.1
28.8
780.4
143.8
381.8
474.2
62.4
596.6
2150
107.4
111.7
25831.2
22.5
220
46992.6
335.5
270.2
280.9
47
65
57
57
67
61
57
55
51
55
47
64
59
59
63
55
54
52
65
65
57
64
65
68
60
68
63
62
65
63
57
68
64
69
53
47
55
69
64
57
56
57
66
51
66
48
60
41-50 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
41-50 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
41-50 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
41-50 yrs
51-60 yrs
14
4
1
0
0
2
8
4
3
3
1
11
1
6
6
1
2
2
6
1
0
0
2
7
6
1
1
2
13
6
1
1
3
1
6
2
4
6
4
0
9
0
1
36
4
0
0
1
0
0
1
0
0
0
2
0
0
0
0
0
0
4
0
0
0
1
0
1
0
0
2
0
0
0
0
0
0
1
0
0
2
1
0
5
0
0
1
0
0
0
1
0
0
0
5
2
1
3
3
3
1
5
3
3
2
1
3
3
4
1
6
2
4
2
10
3
2
9
2
2
5
2
1
2
5
2
4
2
9
1
10
3
0
3
5
1
4
16
1
2
4
Yes
No
No
Yes
Yes
Yes
No
Yes
Yes
Yes
No
No
Yes
Yes
Yes
No
Yes
No
Yes
No
Yes
Yes
No
Yes
No
No
Yes
No
No
No
Yes
No
Yes
No
Yes
No
Yes
Yes
No
Yes
Yes
No
Yes
Yes
No
No
Yes
226
676.6
10.4
842.3
216.8
235.3
528.3
203.3
2578.4
120
35.2
1193.2
145.1
310.8
86.7
94.7
470.5
507.8
79.9
408.5
6894
383.2
105.6
542.9
4851.5
1231
17
666.6
648.6
11.8
153.8
2188.3
347.8
596.7
15.5
1811
2228.4
19902.3
2250.4
10536.5
5772.1
6177.5
308.5
723.1
119.2
156.6
155.2
56
62
62
54
62
61
61
65
65
55
66
68
69
59
55
66
62
70
65
66
57
59
61
54
54
65
67
69
58
70
68
60
59
55
60
65
65
58
37
67
63
52
64
64
56
51
58
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
31-40 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
2
6
0
0
2
2
3
2
12
1
0
13
0
2
0
2
2
5
4
1
20
3
3
3
9
0
4
0
3
1
0
16
3
1
0
2
7
7
4
8
10
7
0
1
1
7
2
3
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
2
0
0
1
0
0
0
0
1
0
0
2
1
9
0
0
0
2
0
5
2
1
1
2
3
2
1
3
4
0
4
2
3
2
1
1
8
4
2
6
3
6
2
2
10
2
1
3
2
3
3
3
1
5
3
6
6
3
2
5
14
1
1
1
2
2
Yes
No
No
No
No
Yes
No
No
Yes
Yes
No
Yes
No
Yes
No
No
No
Yes
Yes
No
Yes
Yes
Yes
No
No
Yes
No
No
Yes
No
Yes
Yes
Yes
No
Yes
Yes
Yes
Yes
Yes
No
Yes
Yes
No
No
No
No
No
2019.2
1354.1
1867
9711.6
133.8
105.3
16
865.3
54.4
275.2
826.7
52664.9
450.8
2921.3
350.6
1557.6
111.2
3909.8
235.6
106.1
62.4
524.1
498.1
361.5
4763.4
299.6
958
307.5
8302.9
260.1
36.8
212.8
562.4
186.4
4019
42
189.4
683.9
67.5
1817.6
515
36.8
701.1
463.3
947.7
969.6
1740.6
68
63
65
63
54
64
58
43
56
53
40
65
66
61
56
45
51
67
54
58
59
60
49
66
52
65
50
34
47
64
61
63
67
57
62
64
58
59
59
55
61
57
52
62
64
61
65
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
41-50 yrs
51-60 yrs
51-60 yrs
31-40 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
41-50 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
41-50 yrs
61-70 yrs
51-60 yrs
61-70 yrs
41-50 yrs
31-40 yrs
41-50 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
8
7
4
18
0
4
1
1
1
2
8
34
1
5
8
10
0
11
0
0
3
4
2
4
10
2
7
5
25
0
0
2
7
6
4
2
0
3
0
12
3
0
0
7
4
6
0
1
0
0
0
0
0
0
0
2
0
0
5
2
4
0
0
0
0
0
0
0
2
0
2
0
0
0
0
0
1
0
0
0
3
1
1
0
0
0
0
0
0
0
0
0
0
0
4
5
4
7
2
5
3
2
8
3
3
16
5
6
5
0
2
4
3
1
2
7
0
2
4
1
1
1
7
4
3
4
6
11
9
5
3
2
2
1
1
2
1
3
0
4
4
Yes
Yes
Yes
Yes
No
Yes
Yes
No
Yes
Yes
Yes
Yes
Yes
Yes
Yes
No
No
Yes
Yes
No
No
Yes
No
No
Yes
No
No
No
Yes
Yes
Yes
Yes
Yes
Yes
Yes
Yes
Yes
No
No
No
No
No
No
Yes
No
Yes
Yes
82.3
1135
897.8
92.3
1207.3
281.8
8571.5
67.2
5674.8
79.3
273.2
786.9
14840.5
271.6
172.6
55.2
113.9
66.8
1164.6
4938.2
287.1
277.4
469
2341.3
50.2
14.4
280.2
944.2
1202.2
201
276.5
515.5
491.5
3241.1
368
194.6
162.4
3312.5
41.9
19769.6
8
3851.1
240.4
56.8
3482
3516.5
424.1
63
68
53
51
67
48
55
68
66
66
58
52
60
51
57
56
56
49
54
69
63
24
61
57
63
67
57
66
68
64
52
46
51
66
57
64
56
60
65
40
56
68
62
64
57
68
55
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
41-50 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
41-50 yrs
51-60 yrs
61-70 yrs
61-70 yrs
21-30 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
41-50 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
51-60 yrs
61-70 yrs
31-40 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
51-60 yrs
2
4
7
1
6
2
6
2
7
1
0
1
5
1
3
1
2
0
8
5
4
0
2
5
1
1
1
0
5
1
0
2
0
8
9
3
2
10
1
17
0
12
1
0
6
5
3
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
2
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
2
1
1
1
2
1
3
4
9
2
3
1
5
8
1
5
1
2
0
4
3
3
4
0
2
3
0
2
2
4
1
2
4
5
6
3
2
4
1
1
2
3
1
1
4
3
4
No
No
No
No
No
No
Yes
Yes
Yes
No
Yes
No
Yes
Yes
No
Yes
No
No
No
Yes
Yes
Yes
Yes
No
No
Yes
No
No
No
Yes
No
No
Yes
Yes
Yes
Yes
No
Yes
No
No
No
Yes
No
No
Yes
Yes
Yes
1080
33867.9
24765.4
11.2
22.8
8617.9
512
160.8
78.4
160.5
448.9
1784.1
904.3
185.8
2197.8
24720.3
312.8
22.5
1682.6
25867
37.9
48.8
980.9
8
704.6
225
9933.4
125.6
1157.6
36.8
3332.7
2281.7
603.6
2011.5
65.2
475.8
1301
549.1
1074.3
2088.4
34.8
2061.7
2677.7
1282.2
586
59
46
58
55
56
64
56
63
61
51
48
60
62
61
50
50
52
66
64
65
68
62
60
64
66
69
48
60
58
43
62
51
62
63
63
63
53
56
60
56
51
62
68
58
56
51-60 yrs
41-50 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
41-50 yrs
51-60 yrs
61-70 yrs
61-70 yrs
41-50 yrs
41-50 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
41-50 yrs
51-60 yrs
51-60 yrs
41-50 yrs
61-70 yrs
51-60 yrs
61-70 yrs
61-70 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
51-60 yrs
61-70 yrs
61-70 yrs
51-60 yrs
51-60 yrs
9
25
19
1
1
13
1
1
1
2
1
12
4
3
6
8
2
0
2
14
1
0
0
0
3
1
11
1
5
1
9
5
1
4
0
1
6
11
5
5
2
9
3
7
4
0
0
2
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
0
0
0
0
0
2
2
4
3
3
5
4
0
3
2
1
1
6
2
1
2
3
6
5
1
4
2
8
2
2
2
3
3
1
2
1
2
2
5
2
1
5
1
5
2
2
1
1
2
1
6
2
6
Yes
Yes
Yes
Yes
No
Yes
No
No
No
Yes
No
No
No
Yes
Yes
Yes
No
Yes
No
Yes
No
No
No
Yes
Yes
No
No
No
No
No
Yes
No
No
Yes
No
Yes
No
No
No
No
No
No
Yes
No
Yes
Complications
Comorbidities
0
0
0
0
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
0
0
0
0
0
0
0
0
0
0
Comps_Comorbs
3
0
5
0
4
4
0
0
0
0
2
6
13
10
9
0
0
0
0
21
1
6
3
0
3
5
0
0
8
4
1
0
0
19
0
0
1
10
0
0
0
7
2
23
10
0
Duration_Days
3
0
5
0
4
4
1
0
0
1
2
6
13
10
9
0
0
0
0
21
1
6
3
0
3
5
0
0
8
4
1
0
0
19
0
0
1
10
0
0
0
7
2
23
10
0
Duration_Months
300
120
353
18
296
334
26
86
0
1
282
340
285
318
347
40
0
315
13
293
111
60
82
0
229
335
307
174
262
272
146
209
79
333
0
0
17
252
113
63
0
338
4
345
277
44
10.0
4.0
11.8
0.6
9.9
11.1
0.9
2.9
0.0
0.0
9.4
11.3
9.5
10.6
11.6
1.3
0.0
10.5
0.4
9.8
3.7
2.0
2.7
0.0
7.6
11.2
10.2
5.8
8.7
9.1
4.9
7.0
2.6
11.1
0.0
0.0
0.6
8.4
3.8
2.1
0.0
11.3
0.1
11.5
9.2
1.5
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
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
11
2
0
0
8
2
5
2
1
3
1
8
0
0
0
10
3
0
0
7
0
4
0
0
2
1
0
5
7
2
0
1
0
5
9
0
6
11
7
0
8
0
4
16
3
0
1
11
2
0
0
8
3
5
2
1
3
1
8
0
0
0
10
3
0
0
7
0
4
0
0
2
1
0
6
7
2
0
1
0
5
9
0
6
11
7
0
8
0
4
16
3
68
93
246
92
0
24
214
154
245
116
44
125
189
292
216
141
52
290
147
136
28
342
7
315
0
82
329
188
70
352
235
33
1
0
0
276
316
35
124
281
320
0
262
0
77
283
279
2.3
3.1
8.2
3.1
0.0
0.8
7.1
5.1
8.2
3.9
1.5
4.2
6.3
9.7
7.2
4.7
1.7
9.7
4.9
4.5
0.9
11.4
0.2
10.5
0.0
2.7
11.0
6.3
2.3
11.7
7.8
1.1
0.0
0.0
0.0
9.2
10.5
1.2
4.1
9.4
10.7
0.0
8.7
0.0
2.6
9.4
9.3
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
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
2
16
0
0
14
0
1
0
2
2
6
4
2
7
0
0
6
3
0
1
20
3
2
12
0
0
0
11
1
0
21
1
2
3
4
0
0
6
0
3
0
1
1
0
3
1
0
2
16
0
0
14
0
2
0
2
2
6
4
2
7
0
0
6
3
0
1
20
3
2
12
0
0
0
11
1
0
21
1
2
3
4
0
0
6
0
3
0
1
1
0
3
180
0
196
237
100
289
327
13
21
0
207
150
153
342
224
245
234
0
313
91
99
23
354
281
200
321
4
141
0
293
315
60
295
23
218
28
282
28
0
300
322
316
0
0
99
200
179
6.0
0.0
6.5
7.9
3.3
9.6
10.9
0.4
0.7
0.0
6.9
5.0
5.1
11.4
7.5
8.2
7.8
0.0
10.4
3.0
3.3
0.8
11.8
9.4
6.7
10.7
0.1
4.7
0.0
9.8
10.5
2.0
9.8
0.8
7.3
0.9
9.4
0.9
0.0
10.0
10.7
10.5
0.0
0.0
3.3
6.7
6.0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
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
1
0
0
0
0
0
0
0
0
60
0
3
0
10
10
0
1
0
11
0
5
11
3
0
8
0
0
13
6
0
4
2
0
0
0
13
13
0
2
5
25
1
0
2
4
0
2
0
1
3
0
3
0
2
1
0
60
0
3
0
10
10
0
2
0
11
0
5
11
4
0
8
0
0
13
7
0
4
2
0
0
0
13
13
0
2
5
25
1
0
2
4
0
2
1
1
3
0
3
0
2
1
0
347
2
155
0
328
237
0
350
214
287
0
357
178
188
246
86
5
5
311
178
39
76
215
224
132
225
291
341
0
284
42
350
202
107
3
359
155
261
16
126
354
91
59
135
116
177
0.0
11.6
0.1
5.2
0.0
10.9
7.9
0.0
11.7
7.1
9.6
0.0
11.9
5.9
6.3
8.2
2.9
0.2
0.2
10.4
5.9
1.3
2.5
7.2
7.5
4.4
7.5
9.7
11.4
0.0
9.5
1.4
11.7
6.7
3.6
0.1
12.0
5.2
8.7
0.5
4.2
11.8
3.0
2.0
4.5
3.9
5.9
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
3
0
2
4
6
4
0
7
20
0
1
18
4
0
13
0
1
21
9
0
0
1
2
23
4
0
0
0
12
11
0
10
0
4
0
12
3
2
8
0
0
0
0
0
2
0
0
3
1
2
4
6
4
0
7
20
0
1
18
4
0
13
0
1
21
9
0
0
1
2
23
4
0
0
0
12
11
0
10
0
4
0
12
3
2
8
0
0
0
0
0
2
0
20
120
97
113
214
253
312
258
294
188
0
20
248
44
77
328
4
304
220
275
148
20
307
252
351
328
131
0
86
325
341
2
152
9
345
7
304
332
95
356
0
22
0
115
0
37
213
0.7
4.0
3.2
3.8
7.1
8.4
10.4
8.6
9.8
6.3
0.0
0.7
8.3
1.5
2.6
10.9
0.1
10.1
7.3
9.2
4.9
0.7
10.2
8.4
11.7
10.9
4.4
0.0
2.9
10.8
11.4
0.1
5.1
0.3
11.5
0.2
10.1
11.1
3.2
11.9
0.0
0.7
0.0
3.8
0.0
1.2
7.1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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
2
0
7
4
0
0
5
0
3
0
0
0
0
3
7
0
1
6
19
2
7
2
16
0
5
1
3
2
6
3
0
9
1
4
0
0
4
0
10
0
0
0
30
3
0
5
0
2
1
7
4
0
0
5
0
3
0
0
0
0
3
7
0
1
6
20
2
7
3
16
0
5
1
3
2
6
3
0
9
1
4
0
0
4
0
10
0
0
0
30
3
0
5
6
324
142
338
297
64
0
200
282
307
14
232
0
19
53
85
52
26
231
198
336
263
253
285
258
134
105
175
349
66
209
129
326
166
346
54
22
284
62
149
183
0
203
352
128
3
47
0.2
10.8
4.7
11.3
9.9
2.1
0.0
6.7
9.4
10.2
0.5
7.7
0.0
0.6
1.8
2.8
1.7
0.9
7.7
6.6
11.2
8.8
8.4
9.5
8.6
4.5
3.5
5.8
11.6
2.2
7.0
4.3
10.9
5.5
11.5
1.8
0.7
9.5
2.1
5.0
6.1
0.0
6.8
11.7
4.3
0.1
1.6
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
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
4
11
0
0
2
4
8
0
2
9
0
1
0
0
0
0
4
0
2
0
4
2
0
9
11
2
0
0
1
0
3
18
4
0
0
2
0
12
14
10
0
0
0
0
0
0
0
4
12
0
0
2
4
8
0
2
9
0
1
0
0
0
0
4
0
2
0
4
2
0
9
11
2
0
0
1
0
3
18
5
0
0
2
0
12
15
10
263
41
25
30
0
238
231
294
329
3
9
8
119
319
0
34
121
236
125
106
0
0
0
187
0
342
48
267
52
7
308
245
277
267
0
0
208
185
310
174
0
156
141
0
295
152
189
8.8
1.4
0.8
1.0
0.0
7.9
7.7
9.8
11.0
0.1
0.3
0.3
4.0
10.6
0.0
1.1
4.0
7.9
4.2
3.5
0.0
0.0
0.0
6.2
0.0
11.4
1.6
8.9
1.7
0.2
10.3
8.2
9.2
8.9
0.0
0.0
6.9
6.2
10.3
5.8
0.0
5.2
4.7
0.0
9.8
5.1
6.3
0
0
0
0
0
0
0
0
0
0
0
0
1
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
0
0
0
0
0
4
3
2
1
2
0
0
8
0
3
22
16
0
0
15
1
0
3
4
2
8
10
7
0
0
1
13
1
4
21
0
0
10
2
0
6
0
4
0
8
0
5
0
1
1
45
0
4
3
2
1
2
0
0
8
0
3
22
17
0
0
15
1
0
3
4
2
8
10
7
1
0
1
13
1
4
21
0
0
10
2
0
6
0
4
0
8
0
5
0
1
1
45
2
155
6
59
0
293
0
36
348
9
0
252
300
281
209
229
225
30
48
115
324
261
91
313
232
0
4
207
36
119
352
295
104
207
175
216
287
242
89
41
184
195
84
40
99
0
315
0.1
5.2
0.2
2.0
0.0
9.8
0.0
1.2
11.6
0.3
0.0
8.4
10.0
9.4
7.0
7.6
7.5
1.0
1.6
3.8
10.8
8.7
3.0
10.4
7.7
0.0
0.1
6.9
1.2
4.0
11.7
9.8
3.5
6.9
5.8
7.2
9.6
8.1
3.0
1.4
6.1
6.5
2.8
1.3
3.3
0.0
10.5
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
14
1
1
0
0
1
0
0
2
0
0
6
0
6
10
0
0
0
12
2
0
5
11
6
3
0
2
2
14
2
0
12
2
7
5
0
0
0
0
0
6
2
4
1
4
14
2
14
1
1
0
0
1
0
0
2
0
0
6
0
7
10
0
0
0
12
2
0
5
11
7
3
0
2
2
14
2
0
12
2
7
5
0
1
0
0
0
6
2
4
1
4
14
2
180
283
39
0
200
106
256
138
273
262
0
161
195
354
175
93
190
0
211
288
0
230
305
355
296
0
44
294
303
250
0
319
154
335
56
0
105
29
185
0
115
288
58
324
291
311
103
6.0
9.4
1.3
0.0
6.7
3.5
8.5
4.6
9.1
8.7
0.0
5.4
6.5
11.8
5.8
3.1
6.3
0.0
7.0
9.6
0.0
7.7
10.2
11.8
9.9
0.0
1.5
9.8
10.1
8.3
0.0
10.6
5.1
11.2
1.9
0.0
3.5
1.0
6.2
0.0
3.8
9.6
1.9
10.8
9.7
10.4
3.4
0
0
0
0
0
0
0
0
0
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
1
0
0
0
1
0
0
0
0
0
1
2
0
12
1
6
5
1
7
0
0
12
6
4
0
0
7
3
0
20
5
1
0
0
5
0
0
18
2
0
3
4
0
4
0
19
21
0
0
5
0
4
3
22
0
0
2
1
2
0
12
1
6
5
1
7
0
0
12
6
4
0
0
7
3
0
20
5
1
0
0
5
0
0
18
2
0
3
4
0
5
0
19
21
1
0
5
0
5
3
22
0
0
2
201
44
0
222
12
281
164
219
344
0
302
266
111
347
1
184
244
151
48
335
66
111
158
164
82
0
10
299
354
0
202
179
235
89
0
312
161
5
28
35
54
372
294
243
0
109
286
6.7
1.5
0.0
7.4
0.4
9.4
5.5
7.3
11.5
0.0
10.1
8.9
3.7
11.6
0.0
6.1
8.1
5.0
1.6
11.2
2.2
3.7
5.3
5.5
2.7
0.0
0.3
10.0
11.8
0.0
6.7
6.0
7.8
3.0
0.0
10.4
5.4
0.2
0.9
1.2
1.8
12.4
9.8
8.1
0.0
3.6
9.5
0
0
1
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
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
7
1
3
6
0
0
15
0
0
0
7
9
1
0
0
1
1
4
1
0
0
0
0
1
7
5
0
3
0
0
0
0
0
1
1
5
0
2
0
0
0
15
2
3
2
21
0
7
2
3
6
0
0
15
0
0
0
7
9
1
0
0
1
1
4
1
0
1
0
0
1
7
5
0
3
0
0
0
0
0
2
1
5
0
2
0
0
0
15
2
3
2
21
206
186
66
239
252
205
28
252
42
273
328
239
258
169
309
30
0
249
162
90
8
27
2
105
143
301
237
165
146
94
0
108
28
187
350
180
321
30
89
42
94
0
340
247
256
116
335
6.9
6.2
2.2
8.0
8.4
6.8
0.9
8.4
1.4
9.1
10.9
8.0
8.6
5.6
10.3
1.0
0.0
8.3
5.4
3.0
0.3
0.9
0.1
3.5
4.8
10.0
7.9
5.5
4.9
3.1
0.0
3.6
0.9
6.2
11.7
6.0
10.7
1.0
3.0
1.4
3.1
0.0
11.3
8.2
8.5
3.9
11.2
0
0
0
0
0
0
0
0
0
0
0
0
1
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
0
0
0
0
0
0
0
0
0
1
21
7
4
9
7
6
0
6
3
2
10
0
0
0
0
1
2
1
14
0
0
2
9
0
0
8
7
0
1
5
9
19
14
0
5
0
1
0
2
0
11
4
0
3
2
3
1
21
7
4
9
7
6
0
6
3
2
10
1
0
0
0
1
2
1
15
0
0
2
9
0
0
8
7
0
1
5
9
19
14
0
5
0
1
0
2
0
11
4
0
3
2
3
202
308
230
176
340
337
133
1
313
237
99
315
294
2
91
179
282
91
8
224
11
111
220
325
185
0
167
233
319
299
341
327
338
301
245
325
3
345
276
64
0
191
45
0
154
127
50
6.7
10.3
7.7
5.9
11.3
11.2
4.4
0.0
10.4
7.9
3.3
10.5
9.8
0.1
3.0
6.0
9.4
3.0
0.3
7.5
0.4
3.7
7.3
10.8
6.2
0.0
5.6
7.8
10.6
10.0
11.4
10.9
11.3
10.0
8.2
10.8
0.1
11.5
9.2
2.1
0.0
6.4
1.5
0.0
5.1
4.2
1.7
0
0
1
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
0
0
0
0
0
0
0
0
1
0
0
0
0
7
6
0
0
4
8
0
0
5
9
1
1
1
1
6
0
0
13
1
2
0
33
0
14
4
6
0
0
0
6
14
3
26
0
2
0
1
0
21
0
0
10
7
3
0
7
7
0
0
4
8
0
0
5
9
1
1
1
2
6
0
0
13
1
2
0
33
0
14
4
6
0
0
0
6
14
3
26
0
2
0
1
0
21
0
1
10
7
3
140
288
263
0
0
68
260
0
0
188
289
117
53
252
277
154
117
2
354
261
62
0
348
0
250
78
44
190
102
4
336
252
305
241
0
296
265
293
9
351
112
40
303
244
336
4.7
9.6
8.8
0.0
0.0
2.3
8.7
0.0
0.0
6.3
9.6
3.9
1.8
8.4
9.2
5.1
3.9
0.1
11.8
8.7
2.1
0.0
11.6
0.0
8.3
2.6
1.5
6.3
3.4
0.1
11.2
8.4
10.2
8.0
0.0
9.9
8.8
9.8
0.3
11.7
3.7
1.3
10.1
8.1
11.2
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