From 1a799a96aa2ea630a0b4f8c97787699db0ccdff4 Mon Sep 17 00:00:00 2001
From: ashwinmaran <amaran@wisc.edu>
Date: Wed, 6 Dec 2023 20:35:23 -0600
Subject: [PATCH] bugfix in p13
---
p13/README.md | 2 +-
p13/expected_dfs.html | 2560 ++++++++++++++++++++---------------------
p13/images/q16.jpg | Bin 41506 -> 41315 bytes
p13/p13.ipynb | 483 ++++----
p13/public_tests.py | 3 +-
5 files changed, 1526 insertions(+), 1522 deletions(-)
diff --git a/p13/README.md b/p13/README.md
index 2358531..89903bd 100644
--- a/p13/README.md
+++ b/p13/README.md
@@ -3,7 +3,7 @@
## Corrections and clarifications:
-* None yet.
+* **12/6/2023 - 8:30PM**: `p13.ipynb`, `public_tests.py` and `expected_dfs.html` updated, so bug in Q14 and Q16 are fixed. Redownload these files if you haven't already started the project. Even otherwise, the Gradescope autograder will work correctly.
**Find any issues?** Report to us:
diff --git a/p13/expected_dfs.html b/p13/expected_dfs.html
index 4289cf0..fa95764 100644
--- a/p13/expected_dfs.html
+++ b/p13/expected_dfs.html
@@ -996,10 +996,10 @@
1
</th>
<td>
- 92.3
+ 100.0
</td>
<td>
- 99.2
+ 98.3
</td>
</tr>
<tr>
@@ -1007,10 +1007,10 @@
2
</th>
<td>
- 90.6
+ 100.0
</td>
<td>
- 98.9
+ 87.8
</td>
</tr>
<tr>
@@ -1021,7 +1021,7 @@
100.0
</td>
<td>
- 98.3
+ 87.0
</td>
</tr>
<tr>
@@ -1029,10 +1029,10 @@
4
</th>
<td>
- 99.9
+ 100.0
</td>
<td>
- 98.1
+ 42.1
</td>
</tr>
<tr>
@@ -1040,10 +1040,10 @@
5
</th>
<td>
- 94.0
+ 100.0
</td>
<td>
- 97.8
+ 34.0
</td>
</tr>
<tr>
@@ -1051,10 +1051,10 @@
6
</th>
<td>
- 98.9
+ 100.0
</td>
<td>
- 93.3
+ 32.6
</td>
</tr>
<tr>
@@ -1062,10 +1062,10 @@
7
</th>
<td>
- 93.2
+ 99.9
</td>
<td>
- 92.7
+ 98.1
</td>
</tr>
<tr>
@@ -1073,10 +1073,10 @@
8
</th>
<td>
- 74.3
+ 99.9
</td>
<td>
- 92.4
+ 90.4
</td>
</tr>
<tr>
@@ -1087,7 +1087,7 @@
99.9
</td>
<td>
- 90.4
+ 73.7
</td>
</tr>
<tr>
@@ -1095,10 +1095,10 @@
10
</th>
<td>
- 78.5
+ 99.9
</td>
<td>
- 90.3
+ 67.7
</td>
</tr>
<tr>
@@ -1106,10 +1106,10 @@
11
</th>
<td>
- 68.4
+ 99.9
</td>
<td>
- 89.4
+ 43.9
</td>
</tr>
<tr>
@@ -1117,10 +1117,10 @@
12
</th>
<td>
- 99.1
+ 99.8
</td>
<td>
- 89.3
+ 29.5
</td>
</tr>
<tr>
@@ -1128,10 +1128,10 @@
13
</th>
<td>
- 92.1
+ 99.8
</td>
<td>
- 87.9
+ 26.5
</td>
</tr>
<tr>
@@ -1139,10 +1139,10 @@
14
</th>
<td>
- 100.0
+ 99.7
</td>
<td>
- 87.8
+ 30.0
</td>
</tr>
<tr>
@@ -1150,10 +1150,10 @@
15
</th>
<td>
- 45.8
+ 99.4
</td>
<td>
- 87.7
+ 74.3
</td>
</tr>
<tr>
@@ -1161,10 +1161,10 @@
16
</th>
<td>
- 97.5
+ 99.3
</td>
<td>
- 87.0
+ 37.1
</td>
</tr>
<tr>
@@ -1172,10 +1172,10 @@
17
</th>
<td>
- 100.0
+ 99.2
</td>
<td>
- 87.0
+ 54.8
</td>
</tr>
<tr>
@@ -1183,10 +1183,10 @@
18
</th>
<td>
- 95.9
+ 99.1
</td>
<td>
- 86.7
+ 89.3
</td>
</tr>
<tr>
@@ -1194,10 +1194,10 @@
19
</th>
<td>
- 93.5
+ 99.1
</td>
<td>
- 86.7
+ 71.1
</td>
</tr>
<tr>
@@ -1205,10 +1205,10 @@
20
</th>
<td>
- 57.2
+ 99.1
</td>
<td>
- 86.3
+ 32.4
</td>
</tr>
<tr>
@@ -1216,10 +1216,10 @@
21
</th>
<td>
- 58.7
+ 98.9
</td>
<td>
- 86.1
+ 93.3
</td>
</tr>
<tr>
@@ -1227,10 +1227,10 @@
22
</th>
<td>
- 40.7
+ 98.9
</td>
<td>
- 85.9
+ 84.9
</td>
</tr>
<tr>
@@ -1238,10 +1238,10 @@
23
</th>
<td>
- 95.7
+ 98.9
</td>
<td>
- 85.8
+ 66.9
</td>
</tr>
<tr>
@@ -1249,10 +1249,10 @@
24
</th>
<td>
- 98.9
+ 98.8
</td>
<td>
- 84.9
+ 38.7
</td>
</tr>
<tr>
@@ -1260,10 +1260,10 @@
25
</th>
<td>
- 94.4
+ 98.6
</td>
<td>
- 84.5
+ 37.7
</td>
</tr>
<tr>
@@ -1271,10 +1271,10 @@
26
</th>
<td>
- 82.3
+ 98.5
</td>
<td>
- 84.5
+ 52.6
</td>
</tr>
<tr>
@@ -1282,10 +1282,10 @@
27
</th>
<td>
- 89.4
+ 98.4
</td>
<td>
- 84.5
+ 47.6
</td>
</tr>
<tr>
@@ -1293,10 +1293,10 @@
28
</th>
<td>
- 70.0
+ 98.4
</td>
<td>
- 84.3
+ 25.5
</td>
</tr>
<tr>
@@ -1304,10 +1304,10 @@
29
</th>
<td>
- 84.8
+ 98.3
</td>
<td>
- 83.8
+ 60.4
</td>
</tr>
<tr>
@@ -1315,10 +1315,10 @@
30
</th>
<td>
- 62.1
+ 98.3
</td>
<td>
- 83.7
+ 57.4
</td>
</tr>
<tr>
@@ -1326,10 +1326,10 @@
31
</th>
<td>
- 49.1
+ 98.2
</td>
<td>
- 82.2
+ 36.1
</td>
</tr>
<tr>
@@ -1337,10 +1337,10 @@
32
</th>
<td>
- 56.2
+ 98.1
</td>
<td>
- 81.7
+ 73.4
</td>
</tr>
<tr>
@@ -1348,10 +1348,10 @@
33
</th>
<td>
- 92.8
+ 98.1
</td>
<td>
- 81.5
+ 30.3
</td>
</tr>
<tr>
@@ -1359,10 +1359,10 @@
34
</th>
<td>
- 57.0
+ 98.0
</td>
<td>
- 81.5
+ 80.4
</td>
</tr>
<tr>
@@ -1370,10 +1370,10 @@
35
</th>
<td>
- 98.0
+ 97.7
</td>
<td>
- 80.4
+ 72.2
</td>
</tr>
<tr>
@@ -1381,10 +1381,10 @@
36
</th>
<td>
- 59.6
+ 97.7
</td>
<td>
- 80.0
+ 31.2
</td>
</tr>
<tr>
@@ -1392,10 +1392,10 @@
37
</th>
<td>
- 93.8
+ 97.6
</td>
<td>
- 79.5
+ 77.8
</td>
</tr>
<tr>
@@ -1403,10 +1403,10 @@
38
</th>
<td>
- 26.7
+ 97.5
</td>
<td>
- 79.5
+ 87.0
</td>
</tr>
<tr>
@@ -1414,10 +1414,10 @@
39
</th>
<td>
- 61.1
+ 97.3
</td>
<td>
- 79.3
+ 26.0
</td>
</tr>
<tr>
@@ -1425,10 +1425,10 @@
40
</th>
<td>
- 64.9
+ 97.0
</td>
<td>
- 78.5
+ 33.4
</td>
</tr>
<tr>
@@ -1436,10 +1436,10 @@
41
</th>
<td>
- 88.4
+ 96.9
</td>
<td>
- 78.2
+ 52.1
</td>
</tr>
<tr>
@@ -1447,10 +1447,10 @@
42
</th>
<td>
- 87.0
+ 96.9
</td>
<td>
- 78.1
+ 50.0
</td>
</tr>
<tr>
@@ -1458,10 +1458,10 @@
43
</th>
<td>
- 97.6
+ 96.9
</td>
<td>
- 77.8
+ 38.9
</td>
</tr>
<tr>
@@ -1469,10 +1469,10 @@
44
</th>
<td>
- 80.2
+ 96.5
</td>
<td>
- 76.9
+ 55.0
</td>
</tr>
<tr>
@@ -1480,10 +1480,10 @@
45
</th>
<td>
- 49.3
+ 96.4
</td>
<td>
- 76.3
+ 25.7
</td>
</tr>
<tr>
@@ -1491,10 +1491,10 @@
46
</th>
<td>
- 84.9
+ 96.4
</td>
<td>
- 76.2
+ 23.7
</td>
</tr>
<tr>
@@ -1502,10 +1502,10 @@
47
</th>
<td>
- 70.3
+ 95.9
</td>
<td>
- 76.2
+ 86.7
</td>
</tr>
<tr>
@@ -1513,10 +1513,10 @@
48
</th>
<td>
- 92.3
+ 95.8
</td>
<td>
- 76.2
+ 41.7
</td>
</tr>
<tr>
@@ -1524,10 +1524,10 @@
49
</th>
<td>
- 72.4
+ 95.7
</td>
<td>
- 74.4
+ 85.8
</td>
</tr>
<tr>
@@ -1535,10 +1535,10 @@
50
</th>
<td>
- 99.4
+ 95.4
</td>
<td>
- 74.3
+ 28.2
</td>
</tr>
<tr>
@@ -1546,10 +1546,10 @@
51
</th>
<td>
- 99.9
+ 95.3
</td>
<td>
- 73.7
+ 61.8
</td>
</tr>
<tr>
@@ -1557,10 +1557,10 @@
52
</th>
<td>
- 98.1
+ 95.0
</td>
<td>
- 73.4
+ 34.6
</td>
</tr>
<tr>
@@ -1568,10 +1568,10 @@
53
</th>
<td>
- 51.4
+ 94.8
</td>
<td>
- 72.5
+ 25.6
</td>
</tr>
<tr>
@@ -1579,10 +1579,10 @@
54
</th>
<td>
- 64.7
+ 94.7
</td>
<td>
- 72.4
+ 30.9
</td>
</tr>
<tr>
@@ -1590,10 +1590,10 @@
55
</th>
<td>
- 97.7
+ 94.4
</td>
<td>
- 72.2
+ 84.5
</td>
</tr>
<tr>
@@ -1601,10 +1601,10 @@
56
</th>
<td>
- 40.2
+ 94.4
</td>
<td>
- 72.0
+ 25.2
</td>
</tr>
<tr>
@@ -1612,10 +1612,10 @@
57
</th>
<td>
- 86.7
+ 94.0
</td>
<td>
- 71.8
+ 97.8
</td>
</tr>
<tr>
@@ -1623,10 +1623,10 @@
58
</th>
<td>
- 85.4
+ 93.8
</td>
<td>
- 71.7
+ 79.5
</td>
</tr>
<tr>
@@ -1634,10 +1634,10 @@
59
</th>
<td>
- 99.1
+ 93.8
</td>
<td>
- 71.1
+ 50.1
</td>
</tr>
<tr>
@@ -1645,10 +1645,10 @@
60
</th>
<td>
- 92.7
+ 93.7
</td>
<td>
- 70.1
+ 41.1
</td>
</tr>
<tr>
@@ -1656,10 +1656,10 @@
61
</th>
<td>
- 74.3
+ 93.5
</td>
<td>
- 70.0
+ 86.7
</td>
</tr>
<tr>
@@ -1678,10 +1678,10 @@
63
</th>
<td>
- 86.5
+ 93.2
</td>
<td>
- 69.1
+ 92.7
</td>
</tr>
<tr>
@@ -1689,10 +1689,10 @@
64
</th>
<td>
- 88.8
+ 92.8
</td>
<td>
- 68.7
+ 81.5
</td>
</tr>
<tr>
@@ -1700,10 +1700,10 @@
65
</th>
<td>
- 32.7
+ 92.7
</td>
<td>
- 68.7
+ 70.1
</td>
</tr>
<tr>
@@ -1711,10 +1711,10 @@
66
</th>
<td>
- 49.0
+ 92.3
</td>
<td>
- 68.6
+ 99.2
</td>
</tr>
<tr>
@@ -1722,10 +1722,10 @@
67
</th>
<td>
- 61.7
+ 92.3
</td>
<td>
- 68.0
+ 76.2
</td>
</tr>
<tr>
@@ -1733,10 +1733,10 @@
68
</th>
<td>
- 47.0
+ 92.1
</td>
<td>
- 67.9
+ 87.9
</td>
</tr>
<tr>
@@ -1744,10 +1744,10 @@
69
</th>
<td>
- 99.9
+ 91.8
</td>
<td>
- 67.7
+ 43.5
</td>
</tr>
<tr>
@@ -1755,10 +1755,10 @@
70
</th>
<td>
- 45.8
+ 91.4
</td>
<td>
- 67.6
+ 48.7
</td>
</tr>
<tr>
@@ -1766,10 +1766,10 @@
71
</th>
<td>
- 98.9
+ 91.2
</td>
<td>
- 66.9
+ 30.0
</td>
</tr>
<tr>
@@ -1777,10 +1777,10 @@
72
</th>
<td>
- 85.9
+ 90.6
</td>
<td>
- 66.4
+ 98.9
</td>
</tr>
<tr>
@@ -1799,10 +1799,10 @@
74
</th>
<td>
- 42.3
+ 89.7
</td>
<td>
- 65.5
+ 55.0
</td>
</tr>
<tr>
@@ -1810,10 +1810,10 @@
75
</th>
<td>
- 31.8
+ 89.5
</td>
<td>
- 65.2
+ 36.1
</td>
</tr>
<tr>
@@ -1821,10 +1821,10 @@
76
</th>
<td>
- 36.2
+ 89.4
</td>
<td>
- 65.2
+ 84.5
</td>
</tr>
<tr>
@@ -1832,10 +1832,10 @@
77
</th>
<td>
- 53.3
+ 88.8
</td>
<td>
- 65.1
+ 68.7
</td>
</tr>
<tr>
@@ -1843,10 +1843,10 @@
78
</th>
<td>
- 36.6
+ 88.6
</td>
<td>
- 64.7
+ 33.8
</td>
</tr>
<tr>
@@ -1854,10 +1854,10 @@
79
</th>
<td>
- 62.7
+ 88.4
</td>
<td>
- 63.9
+ 78.2
</td>
</tr>
<tr>
@@ -1865,10 +1865,10 @@
80
</th>
<td>
- 64.1
+ 87.4
</td>
<td>
- 63.5
+ 46.6
</td>
</tr>
<tr>
@@ -1876,10 +1876,10 @@
81
</th>
<td>
- 71.4
+ 87.1
</td>
<td>
- 63.5
+ 62.0
</td>
</tr>
<tr>
@@ -1887,10 +1887,10 @@
82
</th>
<td>
- 62.9
+ 87.0
</td>
<td>
- 63.1
+ 78.1
</td>
</tr>
<tr>
@@ -1898,10 +1898,10 @@
83
</th>
<td>
- 38.2
+ 86.7
</td>
<td>
- 63.0
+ 71.8
</td>
</tr>
<tr>
@@ -1909,10 +1909,10 @@
84
</th>
<td>
- 37.7
+ 86.5
</td>
<td>
- 62.8
+ 69.1
</td>
</tr>
<tr>
@@ -1920,10 +1920,10 @@
85
</th>
<td>
- 29.9
+ 86.4
</td>
<td>
- 62.8
+ 37.3
</td>
</tr>
<tr>
@@ -1931,10 +1931,10 @@
86
</th>
<td>
- 4.6
+ 86.2
</td>
<td>
- 62.2
+ 47.8
</td>
</tr>
<tr>
@@ -1942,10 +1942,10 @@
87
</th>
<td>
- 38.2
+ 85.9
</td>
<td>
- 62.2
+ 66.4
</td>
</tr>
<tr>
@@ -1953,10 +1953,10 @@
88
</th>
<td>
- 87.1
+ 85.8
</td>
<td>
- 62.0
+ 37.4
</td>
</tr>
<tr>
@@ -1964,10 +1964,10 @@
89
</th>
<td>
- 95.3
+ 85.7
</td>
<td>
- 61.8
+ 47.6
</td>
</tr>
<tr>
@@ -1975,10 +1975,10 @@
90
</th>
<td>
- 53.0
+ 85.7
</td>
<td>
- 61.6
+ 28.1
</td>
</tr>
<tr>
@@ -1986,10 +1986,10 @@
91
</th>
<td>
- 52.0
+ 85.4
</td>
<td>
- 61.6
+ 71.7
</td>
</tr>
<tr>
@@ -1997,10 +1997,10 @@
92
</th>
<td>
- 60.1
+ 85.1
</td>
<td>
- 61.4
+ 24.0
</td>
</tr>
<tr>
@@ -2008,10 +2008,10 @@
93
</th>
<td>
- 2.7
+ 84.9
</td>
<td>
- 61.4
+ 76.2
</td>
</tr>
<tr>
@@ -2019,10 +2019,10 @@
94
</th>
<td>
- 1.7
+ 84.8
</td>
<td>
- 61.0
+ 83.8
</td>
</tr>
<tr>
@@ -2030,10 +2030,10 @@
95
</th>
<td>
- 57.7
+ 84.3
</td>
<td>
- 61.0
+ 31.6
</td>
</tr>
<tr>
@@ -2041,10 +2041,10 @@
96
</th>
<td>
- 67.1
+ 84.0
</td>
<td>
- 60.9
+ 49.6
</td>
</tr>
<tr>
@@ -2052,10 +2052,10 @@
97
</th>
<td>
- 71.4
+ 83.4
</td>
<td>
- 60.8
+ 56.2
</td>
</tr>
<tr>
@@ -2063,10 +2063,10 @@
98
</th>
<td>
- 68.4
+ 82.9
</td>
<td>
- 60.7
+ 58.1
</td>
</tr>
<tr>
@@ -2074,10 +2074,10 @@
99
</th>
<td>
- 98.3
+ 82.5
</td>
<td>
- 60.4
+ 51.9
</td>
</tr>
<tr>
@@ -2085,10 +2085,10 @@
100
</th>
<td>
- 46.5
+ 82.3
</td>
<td>
- 60.4
+ 84.5
</td>
</tr>
<tr>
@@ -2096,10 +2096,10 @@
101
</th>
<td>
- 37.4
+ 82.0
</td>
<td>
- 60.0
+ 23.4
</td>
</tr>
<tr>
@@ -2107,10 +2107,10 @@
102
</th>
<td>
- 11.6
+ 81.3
</td>
<td>
- 59.9
+ 53.7
</td>
</tr>
<tr>
@@ -2118,10 +2118,10 @@
103
</th>
<td>
- 46.9
+ 80.9
</td>
<td>
- 59.7
+ 54.0
</td>
</tr>
<tr>
@@ -2129,10 +2129,10 @@
104
</th>
<td>
- 45.6
+ 80.9
</td>
<td>
- 59.4
+ 35.8
</td>
</tr>
<tr>
@@ -2140,10 +2140,10 @@
105
</th>
<td>
- 78.7
+ 80.8
</td>
<td>
- 59.3
+ 58.8
</td>
</tr>
<tr>
@@ -2151,10 +2151,10 @@
106
</th>
<td>
- 21.2
+ 80.7
</td>
<td>
- 58.8
+ 46.7
</td>
</tr>
<tr>
@@ -2162,10 +2162,10 @@
107
</th>
<td>
- 80.8
+ 80.2
</td>
<td>
- 58.8
+ 76.9
</td>
</tr>
<tr>
@@ -2173,10 +2173,10 @@
108
</th>
<td>
- 79.4
+ 79.8
</td>
<td>
- 58.7
+ 23.5
</td>
</tr>
<tr>
@@ -2184,10 +2184,10 @@
109
</th>
<td>
- 50.2
+ 79.6
</td>
<td>
- 58.6
+ 32.5
</td>
</tr>
<tr>
@@ -2195,10 +2195,10 @@
110
</th>
<td>
- 59.1
+ 79.4
</td>
<td>
- 58.3
+ 58.7
</td>
</tr>
<tr>
@@ -2206,10 +2206,10 @@
111
</th>
<td>
- 82.9
+ 79.4
</td>
<td>
- 58.1
+ 41.2
</td>
</tr>
<tr>
@@ -2217,10 +2217,10 @@
112
</th>
<td>
- 29.6
+ 79.3
</td>
<td>
- 58.0
+ 55.7
</td>
</tr>
<tr>
@@ -2228,10 +2228,10 @@
113
</th>
<td>
- 98.3
+ 79.1
</td>
<td>
- 57.4
+ 45.2
</td>
</tr>
<tr>
@@ -2239,10 +2239,10 @@
114
</th>
<td>
- 49.8
+ 79.0
</td>
<td>
- 57.2
+ 39.7
</td>
</tr>
<tr>
@@ -2250,10 +2250,10 @@
115
</th>
<td>
- 68.0
+ 78.7
</td>
<td>
- 57.1
+ 59.3
</td>
</tr>
<tr>
@@ -2261,10 +2261,10 @@
116
</th>
<td>
- 64.2
+ 78.7
</td>
<td>
- 56.9
+ 30.7
</td>
</tr>
<tr>
@@ -2272,10 +2272,10 @@
117
</th>
<td>
- 71.9
+ 78.6
</td>
<td>
- 56.8
+ 40.9
</td>
</tr>
<tr>
@@ -2283,10 +2283,10 @@
118
</th>
<td>
- 71.9
+ 78.5
</td>
<td>
- 56.4
+ 90.3
</td>
</tr>
<tr>
@@ -2294,10 +2294,10 @@
119
</th>
<td>
- 31.3
+ 77.8
</td>
<td>
- 56.3
+ 30.1
</td>
</tr>
<tr>
@@ -2305,10 +2305,10 @@
120
</th>
<td>
- 83.4
+ 77.5
</td>
<td>
- 56.2
+ 40.3
</td>
</tr>
<tr>
@@ -2316,10 +2316,10 @@
121
</th>
<td>
- 79.3
+ 76.4
</td>
<td>
- 55.7
+ 32.1
</td>
</tr>
<tr>
@@ -2327,10 +2327,10 @@
122
</th>
<td>
- 48.3
+ 75.5
</td>
<td>
- 55.2
+ 36.9
</td>
</tr>
<tr>
@@ -2338,10 +2338,10 @@
123
</th>
<td>
- 89.7
+ 75.4
</td>
<td>
- 55.0
+ 54.2
</td>
</tr>
<tr>
@@ -2349,10 +2349,10 @@
124
</th>
<td>
- 96.5
+ 75.0
</td>
<td>
- 55.0
+ 39.5
</td>
</tr>
<tr>
@@ -2360,10 +2360,10 @@
125
</th>
<td>
- 62.7
+ 74.9
</td>
<td>
- 54.8
+ 42.5
</td>
</tr>
<tr>
@@ -2371,10 +2371,10 @@
126
</th>
<td>
- 99.2
+ 74.3
</td>
<td>
- 54.8
+ 92.4
</td>
</tr>
<tr>
@@ -2382,10 +2382,10 @@
127
</th>
<td>
- 75.4
+ 74.3
</td>
<td>
- 54.2
+ 70.0
</td>
</tr>
<tr>
@@ -2393,10 +2393,10 @@
128
</th>
<td>
- 80.9
+ 73.9
</td>
<td>
- 54.0
+ 28.6
</td>
</tr>
<tr>
@@ -2404,10 +2404,10 @@
129
</th>
<td>
- 81.3
+ 73.1
</td>
<td>
- 53.7
+ 51.7
</td>
</tr>
<tr>
@@ -2415,10 +2415,10 @@
130
</th>
<td>
- 14.5
+ 73.1
</td>
<td>
- 53.7
+ 25.2
</td>
</tr>
<tr>
@@ -2426,10 +2426,10 @@
131
</th>
<td>
- 59.2
+ 72.5
</td>
<td>
- 56.7
+ 25.7
</td>
</tr>
<tr>
@@ -2437,10 +2437,10 @@
132
</th>
<td>
- 42.5
+ 72.4
</td>
<td>
- 53.2
+ 74.4
</td>
</tr>
<tr>
@@ -2448,10 +2448,10 @@
133
</th>
<td>
- 44.9
+ 72.3
</td>
<td>
- 52.9
+ 31.4
</td>
</tr>
<tr>
@@ -2459,10 +2459,10 @@
134
</th>
<td>
- 68.4
+ 71.9
</td>
<td>
- 52.9
+ 56.8
</td>
</tr>
<tr>
@@ -2470,10 +2470,10 @@
135
</th>
<td>
- 58.0
+ 71.9
</td>
<td>
- 52.7
+ 56.4
</td>
</tr>
<tr>
@@ -2481,10 +2481,10 @@
136
</th>
<td>
- 16.2
+ 71.4
</td>
<td>
- 52.6
+ 63.5
</td>
</tr>
<tr>
@@ -2492,10 +2492,10 @@
137
</th>
<td>
- 98.5
+ 71.4
</td>
<td>
- 52.6
+ 60.8
</td>
</tr>
<tr>
@@ -2503,10 +2503,10 @@
138
</th>
<td>
- 42.9
+ 70.9
</td>
<td>
- 52.5
+ 43.1
</td>
</tr>
<tr>
@@ -2514,10 +2514,10 @@
139
</th>
<td>
- 68.6
+ 70.8
</td>
<td>
- 52.4
+ 24.7
</td>
</tr>
<tr>
@@ -2525,10 +2525,10 @@
140
</th>
<td>
- 96.9
+ 70.7
</td>
<td>
- 52.1
+ 23.4
</td>
</tr>
<tr>
@@ -2536,10 +2536,10 @@
141
</th>
<td>
- 24.9
+ 70.6
</td>
<td>
- 52.1
+ 51.7
</td>
</tr>
<tr>
@@ -2547,10 +2547,10 @@
142
</th>
<td>
- 54.1
+ 70.3
</td>
<td>
- 52.0
+ 76.2
</td>
</tr>
<tr>
@@ -2558,10 +2558,10 @@
143
</th>
<td>
- 37.5
+ 70.0
</td>
<td>
- 52.0
+ 84.3
</td>
</tr>
<tr>
@@ -2569,10 +2569,10 @@
144
</th>
<td>
- 50.7
+ 68.7
</td>
<td>
- 51.9
+ 24.4
</td>
</tr>
<tr>
@@ -2580,10 +2580,10 @@
145
</th>
<td>
- 82.5
+ 68.6
</td>
<td>
- 51.9
+ 52.4
</td>
</tr>
<tr>
@@ -2591,10 +2591,10 @@
146
</th>
<td>
- 37.9
+ 68.4
</td>
<td>
- 51.9
+ 89.4
</td>
</tr>
<tr>
@@ -2602,10 +2602,10 @@
147
</th>
<td>
- 61.9
+ 68.4
</td>
<td>
- 51.8
+ 60.7
</td>
</tr>
<tr>
@@ -2613,10 +2613,10 @@
148
</th>
<td>
- 73.1
+ 68.4
</td>
<td>
- 51.7
+ 52.9
</td>
</tr>
<tr>
@@ -2624,10 +2624,10 @@
149
</th>
<td>
- 70.6
+ 68.4
</td>
<td>
- 51.7
+ 48.9
</td>
</tr>
<tr>
@@ -2635,10 +2635,10 @@
150
</th>
<td>
- 30.8
+ 68.1
</td>
<td>
- 51.3
+ 44.9
</td>
</tr>
<tr>
@@ -2646,10 +2646,10 @@
151
</th>
<td>
- 46.0
+ 68.0
</td>
<td>
- 51.3
+ 57.1
</td>
</tr>
<tr>
@@ -2657,10 +2657,10 @@
152
</th>
<td>
- 43.3
+ 68.0
</td>
<td>
- 50.9
+ 25.9
</td>
</tr>
<tr>
@@ -2668,10 +2668,10 @@
153
</th>
<td>
- 49.5
+ 67.5
</td>
<td>
- 50.5
+ 30.7
</td>
</tr>
<tr>
@@ -2679,10 +2679,10 @@
154
</th>
<td>
- 39.6
+ 67.4
</td>
<td>
- 50.5
+ 48.9
</td>
</tr>
<tr>
@@ -2690,10 +2690,10 @@
155
</th>
<td>
- 24.9
+ 67.4
</td>
<td>
- 50.5
+ 41.3
</td>
</tr>
<tr>
@@ -2701,10 +2701,10 @@
156
</th>
<td>
- 50.7
+ 67.3
</td>
<td>
- 50.5
+ 37.2
</td>
</tr>
<tr>
@@ -2712,10 +2712,10 @@
157
</th>
<td>
- 22.7
+ 67.1
</td>
<td>
- 50.4
+ 60.9
</td>
</tr>
<tr>
@@ -2723,10 +2723,10 @@
158
</th>
<td>
- 25.1
+ 66.0
</td>
<td>
- 50.2
+ 35.4
</td>
</tr>
<tr>
@@ -2734,10 +2734,10 @@
159
</th>
<td>
- 12.5
+ 65.8
</td>
<td>
- 50.2
+ 48.0
</td>
</tr>
<tr>
@@ -2745,10 +2745,10 @@
160
</th>
<td>
- 11.7
+ 65.8
</td>
<td>
- 50.2
+ 40.1
</td>
</tr>
<tr>
@@ -2756,10 +2756,10 @@
161
</th>
<td>
- 93.8
+ 65.7
</td>
<td>
- 50.1
+ 33.9
</td>
</tr>
<tr>
@@ -2767,10 +2767,10 @@
162
</th>
<td>
- 96.9
+ 65.5
</td>
<td>
- 50.0
+ 26.0
</td>
</tr>
<tr>
@@ -2778,10 +2778,10 @@
163
</th>
<td>
- 23.3
+ 65.3
</td>
<td>
- 49.7
+ 44.4
</td>
</tr>
<tr>
@@ -2789,10 +2789,10 @@
164
</th>
<td>
- 23.9
+ 65.3
</td>
<td>
- 49.7
+ 28.2
</td>
</tr>
<tr>
@@ -2800,10 +2800,10 @@
165
</th>
<td>
- 41.8
+ 65.1
</td>
<td>
- 49.7
+ 42.7
</td>
</tr>
<tr>
@@ -2811,10 +2811,10 @@
166
</th>
<td>
- 40.3
+ 65.1
</td>
<td>
- 49.4
+ 29.7
</td>
</tr>
<tr>
@@ -2822,10 +2822,10 @@
167
</th>
<td>
- 26.6
+ 65.0
</td>
<td>
- 49.1
+ 33.0
</td>
</tr>
<tr>
@@ -2833,10 +2833,10 @@
168
</th>
<td>
- 68.4
+ 64.9
</td>
<td>
- 48.9
+ 78.5
</td>
</tr>
<tr>
@@ -2844,10 +2844,10 @@
169
</th>
<td>
- 67.4
+ 64.9
</td>
<td>
- 48.9
+ 46.8
</td>
</tr>
<tr>
@@ -2855,10 +2855,10 @@
170
</th>
<td>
- 7.0
+ 64.8
</td>
<td>
- 48.8
+ 33.7
</td>
</tr>
<tr>
@@ -2866,10 +2866,10 @@
171
</th>
<td>
- 38.9
+ 64.7
</td>
<td>
- 48.8
+ 72.4
</td>
</tr>
<tr>
@@ -2877,10 +2877,10 @@
172
</th>
<td>
- 38.8
+ 64.6
</td>
<td>
- 48.7
+ 26.3
</td>
</tr>
<tr>
@@ -2888,10 +2888,10 @@
173
</th>
<td>
- 91.4
+ 64.3
</td>
<td>
- 48.7
+ 46.1
</td>
</tr>
<tr>
@@ -2899,10 +2899,10 @@
174
</th>
<td>
- 45.7
+ 64.2
</td>
<td>
- 48.7
+ 56.9
</td>
</tr>
<tr>
@@ -2910,10 +2910,10 @@
175
</th>
<td>
- 53.4
+ 64.1
</td>
<td>
- 48.5
+ 63.5
</td>
</tr>
<tr>
@@ -2921,10 +2921,10 @@
176
</th>
<td>
- 33.0
+ 63.9
</td>
<td>
- 48.5
+ 38.8
</td>
</tr>
<tr>
@@ -2932,10 +2932,10 @@
177
</th>
<td>
- 37.9
+ 63.3
</td>
<td>
- 48.5
+ 46.8
</td>
</tr>
<tr>
@@ -2943,10 +2943,10 @@
178
</th>
<td>
- 61.5
+ 63.3
</td>
<td>
- 48.1
+ 46.7
</td>
</tr>
<tr>
@@ -2954,10 +2954,10 @@
179
</th>
<td>
- 65.8
+ 62.9
</td>
<td>
- 48.0
+ 63.1
</td>
</tr>
<tr>
@@ -2965,10 +2965,10 @@
180
</th>
<td>
- 60.2
+ 62.7
</td>
<td>
- 48.0
+ 63.9
</td>
</tr>
<tr>
@@ -2976,10 +2976,10 @@
181
</th>
<td>
- 41.5
+ 62.7
</td>
<td>
- 47.9
+ 54.8
</td>
</tr>
<tr>
@@ -2987,10 +2987,10 @@
182
</th>
<td>
- 86.2
+ 62.7
</td>
<td>
- 47.8
+ 38.7
</td>
</tr>
<tr>
@@ -2998,10 +2998,10 @@
183
</th>
<td>
- 98.4
+ 62.1
</td>
<td>
- 47.6
+ 83.7
</td>
</tr>
<tr>
@@ -3009,10 +3009,10 @@
184
</th>
<td>
- 85.7
+ 61.9
</td>
<td>
- 47.6
+ 51.8
</td>
</tr>
<tr>
@@ -3020,10 +3020,10 @@
185
</th>
<td>
- 2.3
+ 61.8
</td>
<td>
- 47.6
+ 32.3
</td>
</tr>
<tr>
@@ -3031,10 +3031,10 @@
186
</th>
<td>
- 39.4
+ 61.7
</td>
<td>
- 47.3
+ 68.0
</td>
</tr>
<tr>
@@ -3042,10 +3042,10 @@
187
</th>
<td>
- 33.9
+ 61.5
</td>
<td>
- 46.9
+ 48.1
</td>
</tr>
<tr>
@@ -3053,10 +3053,10 @@
188
</th>
<td>
- 29.0
+ 61.1
</td>
<td>
- 46.8
+ 79.3
</td>
</tr>
<tr>
@@ -3064,10 +3064,10 @@
189
</th>
<td>
- 64.9
+ 60.2
</td>
<td>
- 46.8
+ 48.0
</td>
</tr>
<tr>
@@ -3075,10 +3075,10 @@
190
</th>
<td>
- 63.3
+ 60.1
</td>
<td>
- 46.8
+ 61.4
</td>
</tr>
<tr>
@@ -3086,10 +3086,10 @@
191
</th>
<td>
- 63.3
+ 60.0
</td>
<td>
- 46.7
+ 45.1
</td>
</tr>
<tr>
@@ -3097,10 +3097,10 @@
192
</th>
<td>
- 80.7
+ 59.9
</td>
<td>
- 46.7
+ 36.5
</td>
</tr>
<tr>
@@ -3108,10 +3108,10 @@
193
</th>
<td>
- 87.4
+ 59.9
</td>
<td>
- 46.6
+ 27.6
</td>
</tr>
<tr>
@@ -3119,10 +3119,10 @@
194
</th>
<td>
- 46.4
+ 59.7
</td>
<td>
- 46.4
+ 29.5
</td>
</tr>
<tr>
@@ -3130,10 +3130,10 @@
195
</th>
<td>
- 27.8
+ 59.6
</td>
<td>
- 46.2
+ 80.0
</td>
</tr>
<tr>
@@ -3141,10 +3141,10 @@
196
</th>
<td>
- 64.3
+ 59.6
</td>
<td>
- 46.1
+ 27.2
</td>
</tr>
<tr>
@@ -3152,10 +3152,10 @@
197
</th>
<td>
- 5.9
+ 59.2
</td>
<td>
- 46.0
+ 56.7
</td>
</tr>
<tr>
@@ -3163,10 +3163,10 @@
198
</th>
<td>
- 84.0
+ 59.1
</td>
<td>
- 49.6
+ 58.3
</td>
</tr>
<tr>
@@ -3174,10 +3174,10 @@
199
</th>
<td>
- 25.1
+ 58.7
</td>
<td>
- 45.9
+ 86.1
</td>
</tr>
<tr>
@@ -3185,10 +3185,10 @@
200
</th>
<td>
- 4.3
+ 58.7
</td>
<td>
- 45.9
+ 27.9
</td>
</tr>
<tr>
@@ -3196,10 +3196,10 @@
201
</th>
<td>
- 43.5
+ 58.1
</td>
<td>
- 45.8
+ 39.0
</td>
</tr>
<tr>
@@ -3207,10 +3207,10 @@
202
</th>
<td>
- 32.2
+ 58.1
</td>
<td>
- 45.2
+ 33.9
</td>
</tr>
<tr>
@@ -3218,10 +3218,10 @@
203
</th>
<td>
- 79.1
+ 58.0
</td>
<td>
- 45.2
+ 52.7
</td>
</tr>
<tr>
@@ -3229,10 +3229,10 @@
204
</th>
<td>
- 60.0
+ 57.9
</td>
<td>
- 45.1
+ 39.2
</td>
</tr>
<tr>
@@ -3240,10 +3240,10 @@
205
</th>
<td>
- 51.0
+ 57.7
</td>
<td>
- 45.0
+ 61.0
</td>
</tr>
<tr>
@@ -3251,10 +3251,10 @@
206
</th>
<td>
- 68.1
+ 57.6
</td>
<td>
- 44.9
+ 39.8
</td>
</tr>
<tr>
@@ -3262,10 +3262,10 @@
207
</th>
<td>
- 42.1
+ 57.6
</td>
<td>
- 44.6
+ 29.0
</td>
</tr>
<tr>
@@ -3273,10 +3273,10 @@
208
</th>
<td>
- 45.1
+ 57.2
</td>
<td>
- 44.5
+ 86.3
</td>
</tr>
<tr>
@@ -3284,10 +3284,10 @@
209
</th>
<td>
- 65.3
+ 57.1
</td>
<td>
- 44.4
+ 24.0
</td>
</tr>
<tr>
@@ -3295,10 +3295,10 @@
210
</th>
<td>
- 7.0
+ 57.0
</td>
<td>
- 44.3
+ 81.5
</td>
</tr>
<tr>
@@ -3306,10 +3306,10 @@
211
</th>
<td>
- 34.6
+ 56.9
</td>
<td>
- 44.2
+ 33.5
</td>
</tr>
<tr>
@@ -3317,10 +3317,10 @@
212
</th>
<td>
- 19.7
+ 56.4
</td>
<td>
- 44.1
+ 32.6
</td>
</tr>
<tr>
@@ -3328,10 +3328,10 @@
213
</th>
<td>
- 6.0
+ 56.2
</td>
<td>
- 44.0
+ 81.7
</td>
</tr>
<tr>
@@ -3339,10 +3339,10 @@
214
</th>
<td>
- 99.9
+ 56.2
</td>
<td>
- 43.9
+ 39.9
</td>
</tr>
<tr>
@@ -3350,10 +3350,10 @@
215
</th>
<td>
- 91.8
+ 55.6
</td>
<td>
- 43.5
+ 33.8
</td>
</tr>
<tr>
@@ -3361,10 +3361,10 @@
216
</th>
<td>
- 52.1
+ 55.3
</td>
<td>
- 43.3
+ 25.5
</td>
</tr>
<tr>
@@ -3372,10 +3372,10 @@
217
</th>
<td>
- 70.9
+ 54.7
</td>
<td>
- 43.1
+ 36.1
</td>
</tr>
<tr>
@@ -3383,10 +3383,10 @@
218
</th>
<td>
- 51.8
+ 54.3
</td>
<td>
- 43.0
+ 31.5
</td>
</tr>
<tr>
@@ -3394,10 +3394,10 @@
219
</th>
<td>
- 24.9
+ 54.1
</td>
<td>
- 42.7
+ 52.0
</td>
</tr>
<tr>
@@ -3405,10 +3405,10 @@
220
</th>
<td>
- 65.1
+ 53.4
</td>
<td>
- 42.7
+ 48.5
</td>
</tr>
<tr>
@@ -3416,10 +3416,10 @@
221
</th>
<td>
- 74.9
+ 53.3
</td>
<td>
- 42.5
+ 65.1
</td>
</tr>
<tr>
@@ -3427,10 +3427,10 @@
222
</th>
<td>
- 38.7
+ 53.1
</td>
<td>
- 42.5
+ 26.2
</td>
</tr>
<tr>
@@ -3438,10 +3438,10 @@
223
</th>
<td>
- 51.6
+ 53.0
</td>
<td>
- 42.4
+ 61.6
</td>
</tr>
<tr>
@@ -3449,10 +3449,10 @@
224
</th>
<td>
- 100.0
+ 52.7
</td>
<td>
- 42.1
+ 24.6
</td>
</tr>
<tr>
@@ -3460,10 +3460,10 @@
225
</th>
<td>
- 24.2
+ 52.1
</td>
<td>
- 41.9
+ 43.3
</td>
</tr>
<tr>
@@ -3471,10 +3471,10 @@
226
</th>
<td>
- 3.5
+ 52.0
</td>
<td>
- 41.9
+ 61.6
</td>
</tr>
<tr>
@@ -3482,10 +3482,10 @@
227
</th>
<td>
- 21.2
+ 51.9
</td>
<td>
- 41.8
+ 35.4
</td>
</tr>
<tr>
@@ -3493,10 +3493,10 @@
228
</th>
<td>
- 95.8
+ 51.8
</td>
<td>
- 41.7
+ 43.0
</td>
</tr>
<tr>
@@ -3504,10 +3504,10 @@
229
</th>
<td>
- 1.4
+ 51.7
</td>
<td>
- 41.6
+ 26.7
</td>
</tr>
<tr>
@@ -3515,10 +3515,10 @@
230
</th>
<td>
- 48.3
+ 51.6
</td>
<td>
- 41.6
+ 42.4
</td>
</tr>
<tr>
@@ -3526,10 +3526,10 @@
231
</th>
<td>
- 17.7
+ 51.5
</td>
<td>
- 41.4
+ 30.6
</td>
</tr>
<tr>
@@ -3537,10 +3537,10 @@
232
</th>
<td>
- 67.4
+ 51.4
</td>
<td>
- 41.3
+ 72.5
</td>
</tr>
<tr>
@@ -3548,10 +3548,10 @@
233
</th>
<td>
- 38.3
+ 51.1
</td>
<td>
- 41.3
+ 27.0
</td>
</tr>
<tr>
@@ -3559,10 +3559,10 @@
234
</th>
<td>
- 79.4
+ 51.0
</td>
<td>
- 41.2
+ 45.0
</td>
</tr>
<tr>
@@ -3570,10 +3570,10 @@
235
</th>
<td>
- 93.7
+ 51.0
</td>
<td>
- 41.1
+ 24.6
</td>
</tr>
<tr>
@@ -3581,10 +3581,10 @@
236
</th>
<td>
- 78.6
+ 50.8
</td>
<td>
- 40.9
+ 28.2
</td>
</tr>
<tr>
@@ -3592,10 +3592,10 @@
237
</th>
<td>
- 2.0
+ 50.7
</td>
<td>
- 40.9
+ 51.9
</td>
</tr>
<tr>
@@ -3603,10 +3603,10 @@
238
</th>
<td>
- 22.7
+ 50.7
</td>
<td>
- 40.6
+ 50.5
</td>
</tr>
<tr>
@@ -3614,10 +3614,10 @@
239
</th>
<td>
- 22.1
+ 50.3
</td>
<td>
- 40.6
+ 37.5
</td>
</tr>
<tr>
@@ -3625,10 +3625,10 @@
240
</th>
<td>
- 32.3
+ 50.2
</td>
<td>
- 40.5
+ 58.6
</td>
</tr>
<tr>
@@ -3636,10 +3636,10 @@
241
</th>
<td>
- 77.5
+ 49.8
</td>
<td>
- 40.3
+ 57.2
</td>
</tr>
<tr>
@@ -3647,10 +3647,10 @@
242
</th>
<td>
- 65.8
+ 49.6
</td>
<td>
- 40.1
+ 30.8
</td>
</tr>
<tr>
@@ -3658,10 +3658,10 @@
243
</th>
<td>
- 56.2
+ 49.5
</td>
<td>
- 39.9
+ 50.5
</td>
</tr>
<tr>
@@ -3669,10 +3669,10 @@
244
</th>
<td>
- 57.6
+ 49.4
</td>
<td>
- 39.8
+ 37.9
</td>
</tr>
<tr>
@@ -3680,10 +3680,10 @@
245
</th>
<td>
- 79.0
+ 49.3
</td>
<td>
- 39.7
+ 76.3
</td>
</tr>
<tr>
@@ -3691,10 +3691,10 @@
246
</th>
<td>
- 14.8
+ 49.2
</td>
<td>
- 39.7
+ 39.6
</td>
</tr>
<tr>
@@ -3702,10 +3702,10 @@
247
</th>
<td>
- 9.4
+ 49.1
</td>
<td>
- 39.6
+ 82.2
</td>
</tr>
<tr>
@@ -3713,10 +3713,10 @@
248
</th>
<td>
- 49.2
+ 49.0
</td>
<td>
- 39.6
+ 68.6
</td>
</tr>
<tr>
@@ -3724,10 +3724,10 @@
249
</th>
<td>
- 75.0
+ 48.8
</td>
<td>
- 39.5
+ 37.5
</td>
</tr>
<tr>
@@ -3735,10 +3735,10 @@
250
</th>
<td>
- 22.5
+ 48.8
</td>
<td>
- 39.3
+ 35.6
</td>
</tr>
<tr>
@@ -3746,10 +3746,10 @@
251
</th>
<td>
- 57.9
+ 48.6
</td>
<td>
- 39.2
+ 28.4
</td>
</tr>
<tr>
@@ -3757,10 +3757,10 @@
252
</th>
<td>
- 58.1
+ 48.5
</td>
<td>
- 39.0
+ 24.6
</td>
</tr>
<tr>
@@ -3768,10 +3768,10 @@
253
</th>
<td>
- 96.9
+ 48.3
</td>
<td>
- 38.9
+ 55.2
</td>
</tr>
<tr>
@@ -3779,10 +3779,10 @@
254
</th>
<td>
- 63.9
+ 48.3
</td>
<td>
- 38.8
+ 41.6
</td>
</tr>
<tr>
@@ -3790,10 +3790,10 @@
255
</th>
<td>
- 98.8
+ 47.8
</td>
<td>
- 38.7
+ 37.0
</td>
</tr>
<tr>
@@ -3801,10 +3801,10 @@
256
</th>
<td>
- 62.7
+ 47.5
</td>
<td>
- 38.7
+ 23.7
</td>
</tr>
<tr>
@@ -3812,10 +3812,10 @@
257
</th>
<td>
- 32.8
+ 47.0
</td>
<td>
- 38.7
+ 67.9
</td>
</tr>
<tr>
@@ -3823,10 +3823,10 @@
258
</th>
<td>
- 22.0
+ 46.9
</td>
<td>
- 38.6
+ 59.7
</td>
</tr>
<tr>
@@ -3834,10 +3834,10 @@
259
</th>
<td>
- 34.1
+ 46.5
</td>
<td>
- 38.5
+ 60.4
</td>
</tr>
<tr>
@@ -3845,10 +3845,10 @@
260
</th>
<td>
- 37.2
+ 46.4
</td>
<td>
- 38.4
+ 46.4
</td>
</tr>
<tr>
@@ -3856,10 +3856,10 @@
261
</th>
<td>
- 6.3
+ 46.0
</td>
<td>
- 38.1
+ 51.3
</td>
</tr>
<tr>
@@ -3867,10 +3867,10 @@
262
</th>
<td>
- 1.7
+ 45.8
</td>
<td>
- 38.0
+ 87.7
</td>
</tr>
<tr>
@@ -3878,10 +3878,10 @@
263
</th>
<td>
- 49.4
+ 45.8
</td>
<td>
- 37.9
+ 67.6
</td>
</tr>
<tr>
@@ -3889,10 +3889,10 @@
264
</th>
<td>
- 27.7
+ 45.7
</td>
<td>
- 37.9
+ 48.7
</td>
</tr>
<tr>
@@ -3900,10 +3900,10 @@
265
</th>
<td>
- 98.6
+ 45.6
</td>
<td>
- 37.7
+ 59.4
</td>
</tr>
<tr>
@@ -3911,10 +3911,10 @@
266
</th>
<td>
- 35.1
+ 45.3
</td>
<td>
- 37.7
+ 37.3
</td>
</tr>
<tr>
@@ -3922,10 +3922,10 @@
267
</th>
<td>
- 48.8
+ 45.1
</td>
<td>
- 37.5
+ 44.5
</td>
</tr>
<tr>
@@ -3933,10 +3933,10 @@
268
</th>
<td>
- 50.3
+ 45.1
</td>
<td>
- 37.5
+ 25.2
</td>
</tr>
<tr>
@@ -3944,10 +3944,10 @@
269
</th>
<td>
- 31.2
+ 44.9
</td>
<td>
- 37.5
+ 52.9
</td>
</tr>
<tr>
@@ -3955,10 +3955,10 @@
270
</th>
<td>
- 85.8
+ 44.2
</td>
<td>
- 37.4
+ 31.9
</td>
</tr>
<tr>
@@ -3966,10 +3966,10 @@
271
</th>
<td>
- 86.4
+ 44.2
</td>
<td>
- 37.3
+ 29.9
</td>
</tr>
<tr>
@@ -3977,10 +3977,10 @@
272
</th>
<td>
- 45.3
+ 44.1
</td>
<td>
- 37.3
+ 32.8
</td>
</tr>
<tr>
@@ -3988,10 +3988,10 @@
273
</th>
<td>
- 67.3
+ 44.0
</td>
<td>
- 37.2
+ 26.3
</td>
</tr>
<tr>
@@ -3999,10 +3999,10 @@
274
</th>
<td>
- 99.3
+ 43.9
</td>
<td>
- 37.1
+ 32.2
</td>
</tr>
<tr>
@@ -4010,10 +4010,10 @@
275
</th>
<td>
- 47.8
+ 43.5
</td>
<td>
- 37.0
+ 45.8
</td>
</tr>
<tr>
@@ -4021,10 +4021,10 @@
276
</th>
<td>
- 33.7
+ 43.3
</td>
<td>
- 37.0
+ 50.9
</td>
</tr>
<tr>
@@ -4032,10 +4032,10 @@
277
</th>
<td>
- 75.5
+ 42.9
</td>
<td>
- 36.9
+ 52.5
</td>
</tr>
<tr>
@@ -4043,10 +4043,10 @@
278
</th>
<td>
- 19.2
+ 42.9
</td>
<td>
- 36.9
+ 29.4
</td>
</tr>
<tr>
@@ -4054,10 +4054,10 @@
279
</th>
<td>
- 15.1
+ 42.6
</td>
<td>
- 36.8
+ 29.2
</td>
</tr>
<tr>
@@ -4065,10 +4065,10 @@
280
</th>
<td>
- 2.5
+ 42.5
</td>
<td>
- 36.6
+ 53.2
</td>
</tr>
<tr>
@@ -4076,10 +4076,10 @@
281
</th>
<td>
- 31.2
+ 42.5
</td>
<td>
- 36.6
+ 33.3
</td>
</tr>
<tr>
@@ -4087,10 +4087,10 @@
282
</th>
<td>
- 59.9
+ 42.4
</td>
<td>
- 36.5
+ 32.2
</td>
</tr>
<tr>
@@ -4098,10 +4098,10 @@
283
</th>
<td>
- 8.5
+ 42.3
</td>
<td>
- 36.2
+ 65.5
</td>
</tr>
<tr>
@@ -4109,10 +4109,10 @@
284
</th>
<td>
- 54.7
+ 42.2
</td>
<td>
- 36.1
+ 32.6
</td>
</tr>
<tr>
@@ -4120,10 +4120,10 @@
285
</th>
<td>
- 89.5
+ 42.1
</td>
<td>
- 36.1
+ 44.6
</td>
</tr>
<tr>
@@ -4131,10 +4131,10 @@
286
</th>
<td>
- 19.5
+ 41.8
</td>
<td>
- 36.1
+ 49.7
</td>
</tr>
<tr>
@@ -4142,10 +4142,10 @@
287
</th>
<td>
- 98.2
+ 41.8
</td>
<td>
- 36.1
+ 34.9
</td>
</tr>
<tr>
@@ -4153,10 +4153,10 @@
288
</th>
<td>
- 13.5
+ 41.6
</td>
<td>
- 36.0
+ 31.2
</td>
</tr>
<tr>
@@ -4164,10 +4164,10 @@
289
</th>
<td>
- 13.8
+ 41.6
</td>
<td>
- 35.9
+ 25.8
</td>
</tr>
<tr>
@@ -4175,10 +4175,10 @@
290
</th>
<td>
- 80.9
+ 41.5
</td>
<td>
- 35.8
+ 47.9
</td>
</tr>
<tr>
@@ -4186,10 +4186,10 @@
291
</th>
<td>
- 27.5
+ 41.1
</td>
<td>
- 35.7
+ 31.3
</td>
</tr>
<tr>
@@ -4197,10 +4197,10 @@
292
</th>
<td>
- 21.6
+ 40.7
</td>
<td>
- 35.7
+ 85.9
</td>
</tr>
<tr>
@@ -4208,10 +4208,10 @@
293
</th>
<td>
- 48.8
+ 40.7
</td>
<td>
- 35.6
+ 32.7
</td>
</tr>
<tr>
@@ -4219,10 +4219,10 @@
294
</th>
<td>
- 51.9
+ 40.3
</td>
<td>
- 35.4
+ 49.4
</td>
</tr>
<tr>
@@ -4230,10 +4230,10 @@
295
</th>
<td>
- 66.0
+ 40.2
</td>
<td>
- 35.4
+ 72.0
</td>
</tr>
<tr>
@@ -4241,10 +4241,10 @@
296
</th>
<td>
- 18.6
+ 39.7
</td>
<td>
- 35.3
+ 23.9
</td>
</tr>
<tr>
@@ -4252,10 +4252,10 @@
297
</th>
<td>
- 41.8
+ 39.6
</td>
<td>
- 34.9
+ 50.5
</td>
</tr>
<tr>
@@ -4263,10 +4263,10 @@
298
</th>
<td>
- 18.1
+ 39.4
</td>
<td>
- 34.8
+ 47.3
</td>
</tr>
<tr>
@@ -4274,10 +4274,10 @@
299
</th>
<td>
- 3.2
+ 39.1
</td>
<td>
- 34.7
+ 34.3
</td>
</tr>
<tr>
@@ -4285,10 +4285,10 @@
300
</th>
<td>
- 95.0
+ 38.9
</td>
<td>
- 34.6
+ 48.8
</td>
</tr>
<tr>
@@ -4296,10 +4296,10 @@
301
</th>
<td>
- 21.3
+ 38.8
</td>
<td>
- 34.5
+ 48.7
</td>
</tr>
<tr>
@@ -4307,10 +4307,10 @@
302
</th>
<td>
- 34.8
+ 38.7
</td>
<td>
- 34.5
+ 42.5
</td>
</tr>
<tr>
@@ -4318,10 +4318,10 @@
303
</th>
<td>
- 6.2
+ 38.6
</td>
<td>
- 34.3
+ 25.0
</td>
</tr>
<tr>
@@ -4329,10 +4329,10 @@
304
</th>
<td>
- 39.1
+ 38.3
</td>
<td>
- 34.3
+ 41.3
</td>
</tr>
<tr>
@@ -4340,10 +4340,10 @@
305
</th>
<td>
- 20.7
+ 38.2
</td>
<td>
- 34.0
+ 63.0
</td>
</tr>
<tr>
@@ -4351,10 +4351,10 @@
306
</th>
<td>
- 100.0
+ 38.2
</td>
<td>
- 34.0
+ 62.2
</td>
</tr>
<tr>
@@ -4362,10 +4362,10 @@
307
</th>
<td>
- 27.4
+ 38.1
</td>
<td>
- 33.9
+ 23.6
</td>
</tr>
<tr>
@@ -4373,10 +4373,10 @@
308
</th>
<td>
- 65.7
+ 37.9
</td>
<td>
- 33.9
+ 51.9
</td>
</tr>
<tr>
@@ -4384,10 +4384,10 @@
309
</th>
<td>
- 58.1
+ 37.9
</td>
<td>
- 33.9
+ 48.5
</td>
</tr>
<tr>
@@ -4395,10 +4395,10 @@
310
</th>
<td>
- 88.6
+ 37.7
</td>
<td>
- 33.8
+ 62.8
</td>
</tr>
<tr>
@@ -4406,10 +4406,10 @@
311
</th>
<td>
- 55.6
+ 37.5
</td>
<td>
- 33.8
+ 52.0
</td>
</tr>
<tr>
@@ -4417,10 +4417,10 @@
312
</th>
<td>
- 64.8
+ 37.4
</td>
<td>
- 33.7
+ 60.0
</td>
</tr>
<tr>
@@ -4428,10 +4428,10 @@
313
</th>
<td>
- 21.6
+ 37.2
</td>
<td>
- 33.5
+ 38.4
</td>
</tr>
<tr>
@@ -4439,10 +4439,10 @@
314
</th>
<td>
- 56.9
+ 37.2
</td>
<td>
- 33.5
+ 23.5
</td>
</tr>
<tr>
@@ -4450,10 +4450,10 @@
315
</th>
<td>
- 97.0
+ 36.8
</td>
<td>
- 33.4
+ 30.3
</td>
</tr>
<tr>
@@ -4461,10 +4461,10 @@
316
</th>
<td>
- 5.1
+ 36.6
</td>
<td>
- 33.4
+ 64.7
</td>
</tr>
<tr>
@@ -4472,10 +4472,10 @@
317
</th>
<td>
- 32.4
+ 36.5
</td>
<td>
- 33.4
+ 25.9
</td>
</tr>
<tr>
@@ -4483,10 +4483,10 @@
318
</th>
<td>
- 42.5
+ 36.3
</td>
<td>
- 33.3
+ 27.1
</td>
</tr>
<tr>
@@ -4494,10 +4494,10 @@
319
</th>
<td>
- 1.4
+ 36.2
</td>
<td>
- 33.2
+ 65.2
</td>
</tr>
<tr>
@@ -4505,10 +4505,10 @@
320
</th>
<td>
- 3.2
+ 35.4
</td>
<td>
- 33.2
+ 26.8
</td>
</tr>
<tr>
@@ -4516,10 +4516,10 @@
321
</th>
<td>
- 4.8
+ 35.1
</td>
<td>
- 33.2
+ 37.7
</td>
</tr>
<tr>
@@ -4527,10 +4527,10 @@
322
</th>
<td>
- 65.0
+ 34.8
</td>
<td>
- 33.0
+ 34.5
</td>
</tr>
<tr>
@@ -4538,10 +4538,10 @@
323
</th>
<td>
- 44.1
+ 34.7
</td>
<td>
- 32.8
+ 26.2
</td>
</tr>
<tr>
@@ -4549,10 +4549,10 @@
324
</th>
<td>
- 26.2
+ 34.6
</td>
<td>
- 32.8
+ 44.2
</td>
</tr>
<tr>
@@ -4560,10 +4560,10 @@
325
</th>
<td>
- 20.7
+ 34.3
</td>
<td>
- 32.8
+ 26.2
</td>
</tr>
<tr>
@@ -4571,10 +4571,10 @@
326
</th>
<td>
- 32.8
+ 34.1
</td>
<td>
- 32.7
+ 38.5
</td>
</tr>
<tr>
@@ -4582,10 +4582,10 @@
327
</th>
<td>
- 40.7
+ 34.1
</td>
<td>
- 32.7
+ 25.7
</td>
</tr>
<tr>
@@ -4593,10 +4593,10 @@
328
</th>
<td>
- 42.2
+ 33.9
</td>
<td>
- 32.6
+ 46.9
</td>
</tr>
<tr>
@@ -4604,10 +4604,10 @@
329
</th>
<td>
- 100.0
+ 33.7
</td>
<td>
- 32.6
+ 37.0
</td>
</tr>
<tr>
@@ -4615,10 +4615,10 @@
330
</th>
<td>
- 3.4
+ 33.0
</td>
<td>
- 32.6
+ 48.5
</td>
</tr>
<tr>
@@ -4626,10 +4626,10 @@
331
</th>
<td>
- 56.4
+ 32.8
</td>
<td>
- 32.6
+ 38.7
</td>
</tr>
<tr>
@@ -4637,10 +4637,10 @@
332
</th>
<td>
- 14.0
+ 32.8
</td>
<td>
- 32.5
+ 32.7
</td>
</tr>
<tr>
@@ -4648,10 +4648,10 @@
333
</th>
<td>
- 79.6
+ 32.7
</td>
<td>
- 32.5
+ 68.7
</td>
</tr>
<tr>
@@ -4659,10 +4659,10 @@
334
</th>
<td>
- 99.1
+ 32.4
</td>
<td>
- 32.4
+ 33.4
</td>
</tr>
<tr>
@@ -4670,10 +4670,10 @@
335
</th>
<td>
- 61.8
+ 32.3
</td>
<td>
- 32.3
+ 40.5
</td>
</tr>
<tr>
@@ -4681,10 +4681,10 @@
336
</th>
<td>
- 42.4
+ 32.2
</td>
<td>
- 32.2
+ 45.2
</td>
</tr>
<tr>
@@ -4692,10 +4692,10 @@
337
</th>
<td>
- 22.2
+ 31.8
</td>
<td>
- 32.2
+ 65.2
</td>
</tr>
<tr>
@@ -4703,10 +4703,10 @@
338
</th>
<td>
- 1.8
+ 31.8
</td>
<td>
- 32.2
+ 28.1
</td>
</tr>
<tr>
@@ -4714,10 +4714,10 @@
339
</th>
<td>
- 43.9
+ 31.8
</td>
<td>
- 32.2
+ 26.0
</td>
</tr>
<tr>
@@ -4725,10 +4725,10 @@
340
</th>
<td>
- 76.4
+ 31.3
</td>
<td>
- 32.1
+ 56.3
</td>
</tr>
<tr>
@@ -4736,10 +4736,10 @@
341
</th>
<td>
- 29.3
+ 31.2
</td>
<td>
- 32.1
+ 37.5
</td>
</tr>
<tr>
@@ -4747,10 +4747,10 @@
342
</th>
<td>
- 2.0
+ 31.2
</td>
<td>
- 32.0
+ 36.6
</td>
</tr>
<tr>
@@ -4758,10 +4758,10 @@
343
</th>
<td>
- 44.2
+ 30.8
</td>
<td>
- 31.9
+ 51.3
</td>
</tr>
<tr>
@@ -4769,10 +4769,10 @@
344
</th>
<td>
- 84.3
+ 30.7
</td>
<td>
- 31.6
+ 24.9
</td>
</tr>
<tr>
@@ -4780,10 +4780,10 @@
345
</th>
<td>
- 1.4
+ 29.9
</td>
<td>
- 31.5
+ 62.8
</td>
</tr>
<tr>
@@ -4791,10 +4791,10 @@
346
</th>
<td>
- 54.3
+ 29.6
</td>
<td>
- 31.5
+ 58.0
</td>
</tr>
<tr>
@@ -4802,10 +4802,10 @@
347
</th>
<td>
- 72.3
+ 29.5
</td>
<td>
- 31.4
+ 29.5
</td>
</tr>
<tr>
@@ -4813,10 +4813,10 @@
348
</th>
<td>
- 1.7
+ 29.3
</td>
<td>
- 31.4
+ 32.1
</td>
</tr>
<tr>
@@ -4824,10 +4824,10 @@
349
</th>
<td>
- 11.4
+ 29.2
</td>
<td>
- 31.3
+ 31.1
</td>
</tr>
<tr>
@@ -4835,10 +4835,10 @@
350
</th>
<td>
- 41.1
+ 29.1
</td>
<td>
- 31.3
+ 25.8
</td>
</tr>
<tr>
@@ -4846,10 +4846,10 @@
351
</th>
<td>
- 97.7
+ 29.0
</td>
<td>
- 31.2
+ 46.8
</td>
</tr>
<tr>
@@ -4857,10 +4857,10 @@
352
</th>
<td>
- 41.6
+ 28.6
</td>
<td>
- 31.2
+ 29.1
</td>
</tr>
<tr>
@@ -4868,10 +4868,10 @@
353
</th>
<td>
- 29.2
+ 28.6
</td>
<td>
- 31.1
+ 26.2
</td>
</tr>
<tr>
@@ -4879,10 +4879,10 @@
354
</th>
<td>
- 22.3
+ 27.8
</td>
<td>
- 31.0
+ 46.2
</td>
</tr>
<tr>
@@ -4890,10 +4890,10 @@
355
</th>
<td>
- 1.4
+ 27.7
</td>
<td>
- 30.9
+ 37.9
</td>
</tr>
<tr>
@@ -4901,10 +4901,10 @@
356
</th>
<td>
- 94.7
+ 27.5
</td>
<td>
- 30.9
+ 35.7
</td>
</tr>
<tr>
@@ -4912,10 +4912,10 @@
357
</th>
<td>
- 19.0
+ 27.4
</td>
<td>
- 30.9
+ 33.9
</td>
</tr>
<tr>
@@ -4923,10 +4923,10 @@
358
</th>
<td>
- 49.6
+ 27.2
</td>
<td>
- 30.8
+ 26.7
</td>
</tr>
<tr>
@@ -4934,10 +4934,10 @@
359
</th>
<td>
- 11.5
+ 27.0
</td>
<td>
- 30.8
+ 28.3
</td>
</tr>
<tr>
@@ -4945,10 +4945,10 @@
360
</th>
<td>
- 78.7
+ 26.7
</td>
<td>
- 30.7
+ 79.5
</td>
</tr>
<tr>
@@ -4956,10 +4956,10 @@
361
</th>
<td>
- 67.5
+ 26.6
</td>
<td>
- 30.7
+ 49.1
</td>
</tr>
<tr>
@@ -4967,10 +4967,10 @@
362
</th>
<td>
- 51.5
+ 26.5
</td>
<td>
- 30.6
+ 28.3
</td>
</tr>
<tr>
@@ -4978,10 +4978,10 @@
363
</th>
<td>
- 11.2
+ 26.2
</td>
<td>
- 30.6
+ 32.8
</td>
</tr>
<tr>
@@ -4989,10 +4989,10 @@
364
</th>
<td>
- 20.0
+ 25.6
</td>
<td>
- 30.3
+ 25.1
</td>
</tr>
<tr>
@@ -5000,10 +5000,10 @@
365
</th>
<td>
- 98.1
+ 25.4
</td>
<td>
- 30.3
+ 28.2
</td>
</tr>
<tr>
@@ -5011,10 +5011,10 @@
366
</th>
<td>
- 36.8
+ 25.1
</td>
<td>
- 30.3
+ 50.2
</td>
</tr>
<tr>
@@ -5022,10 +5022,10 @@
367
</th>
<td>
- 11.7
+ 25.1
</td>
<td>
- 30.2
+ 45.9
</td>
</tr>
<tr>
@@ -5033,10 +5033,10 @@
368
</th>
<td>
- 77.8
+ 25.1
</td>
<td>
- 30.1
+ 25.9
</td>
</tr>
<tr>
@@ -5044,10 +5044,10 @@
369
</th>
<td>
- 91.2
+ 24.9
</td>
<td>
- 30.0
+ 52.1
</td>
</tr>
<tr>
@@ -5055,10 +5055,10 @@
370
</th>
<td>
- 99.7
+ 24.9
</td>
<td>
- 30.0
+ 50.5
</td>
</tr>
<tr>
@@ -5066,10 +5066,10 @@
371
</th>
<td>
- 2.8
+ 24.9
</td>
<td>
- 29.9
+ 42.7
</td>
</tr>
<tr>
@@ -5077,10 +5077,10 @@
372
</th>
<td>
- 44.2
+ 24.2
</td>
<td>
- 29.9
+ 41.9
</td>
</tr>
<tr>
@@ -5088,10 +5088,10 @@
373
</th>
<td>
- 8.3
+ 24.2
</td>
<td>
- 29.9
+ 29.5
</td>
</tr>
<tr>
@@ -5099,10 +5099,10 @@
374
</th>
<td>
- 65.1
+ 24.2
</td>
<td>
- 29.7
+ 27.9
</td>
</tr>
<tr>
@@ -5110,10 +5110,10 @@
375
</th>
<td>
- 29.5
+ 23.9
</td>
<td>
- 29.5
+ 49.7
</td>
</tr>
<tr>
@@ -5121,10 +5121,10 @@
376
</th>
<td>
- 99.8
+ 23.7
</td>
<td>
- 29.5
+ 28.3
</td>
</tr>
<tr>
@@ -5132,10 +5132,10 @@
377
</th>
<td>
- 24.2
+ 23.3
</td>
<td>
- 29.5
+ 49.7
</td>
</tr>
<tr>
@@ -5143,10 +5143,10 @@
378
</th>
<td>
- 59.7
+ 23.3
</td>
<td>
- 29.5
+ 27.8
</td>
</tr>
<tr>
@@ -5154,10 +5154,10 @@
379
</th>
<td>
- 42.9
+ 23.1
</td>
<td>
- 29.4
+ 26.7
</td>
</tr>
<tr>
@@ -5165,10 +5165,10 @@
380
</th>
<td>
- 42.6
+ 22.8
</td>
<td>
- 29.2
+ 26.0
</td>
</tr>
<tr>
@@ -5176,10 +5176,10 @@
381
</th>
<td>
- 28.6
+ 22.7
</td>
<td>
- 29.1
+ 50.4
</td>
</tr>
<tr>
@@ -5187,10 +5187,10 @@
382
</th>
<td>
- 4.7
+ 22.7
</td>
<td>
- 29.0
+ 40.6
</td>
</tr>
<tr>
@@ -5198,10 +5198,10 @@
383
</th>
<td>
- 57.6
+ 22.5
</td>
<td>
- 29.0
+ 39.3
</td>
</tr>
<tr>
@@ -5209,10 +5209,10 @@
384
</th>
<td>
- 73.9
+ 22.5
</td>
<td>
- 28.6
+ 27.4
</td>
</tr>
<tr>
@@ -5220,10 +5220,10 @@
385
</th>
<td>
- 12.5
+ 22.4
</td>
<td>
- 28.6
+ 23.8
</td>
</tr>
<tr>
@@ -5231,10 +5231,10 @@
386
</th>
<td>
- 48.6
+ 22.3
</td>
<td>
- 28.4
+ 31.0
</td>
</tr>
<tr>
@@ -5242,10 +5242,10 @@
387
</th>
<td>
- 26.5
+ 22.2
</td>
<td>
- 28.3
+ 32.2
</td>
</tr>
<tr>
@@ -5253,10 +5253,10 @@
388
</th>
<td>
- 1.3
+ 22.1
</td>
<td>
- 28.3
+ 40.6
</td>
</tr>
<tr>
@@ -5264,10 +5264,10 @@
389
</th>
<td>
- 23.7
+ 22.0
</td>
<td>
- 28.3
+ 38.6
</td>
</tr>
<tr>
@@ -5275,10 +5275,10 @@
390
</th>
<td>
- 27.0
+ 21.9
</td>
<td>
- 28.3
+ 26.6
</td>
</tr>
<tr>
@@ -5286,10 +5286,10 @@
391
</th>
<td>
- 8.2
+ 21.6
</td>
<td>
- 28.3
+ 35.7
</td>
</tr>
<tr>
@@ -5297,10 +5297,10 @@
392
</th>
<td>
- 50.8
+ 21.6
</td>
<td>
- 28.2
+ 33.5
</td>
</tr>
<tr>
@@ -5308,10 +5308,10 @@
393
</th>
<td>
- 95.4
+ 21.4
</td>
<td>
- 28.2
+ 24.7
</td>
</tr>
<tr>
@@ -5319,10 +5319,10 @@
394
</th>
<td>
- 25.4
+ 21.3
</td>
<td>
- 28.2
+ 34.5
</td>
</tr>
<tr>
@@ -5330,10 +5330,10 @@
395
</th>
<td>
- 65.3
+ 21.2
</td>
<td>
- 28.2
+ 58.8
</td>
</tr>
<tr>
@@ -5341,10 +5341,10 @@
396
</th>
<td>
- 85.7
+ 21.2
</td>
<td>
- 28.1
+ 41.8
</td>
</tr>
<tr>
@@ -5352,10 +5352,10 @@
397
</th>
<td>
- 2.8
+ 21.2
</td>
<td>
- 28.1
+ 24.2
</td>
</tr>
<tr>
@@ -5363,10 +5363,10 @@
398
</th>
<td>
- 31.8
+ 20.9
</td>
<td>
- 28.1
+ 23.5
</td>
</tr>
<tr>
@@ -5374,10 +5374,10 @@
399
</th>
<td>
- 1.9
+ 20.7
</td>
<td>
- 28.0
+ 34.0
</td>
</tr>
<tr>
@@ -5385,10 +5385,10 @@
400
</th>
<td>
- 58.7
+ 20.7
</td>
<td>
- 27.9
+ 32.8
</td>
</tr>
<tr>
@@ -5396,10 +5396,10 @@
401
</th>
<td>
- 15.2
+ 20.3
</td>
<td>
- 27.9
+ 27.3
</td>
</tr>
<tr>
@@ -5407,10 +5407,10 @@
402
</th>
<td>
- 24.2
+ 20.0
</td>
<td>
- 27.9
+ 30.3
</td>
</tr>
<tr>
@@ -5418,10 +5418,10 @@
403
</th>
<td>
- 23.3
+ 19.7
</td>
<td>
- 27.8
+ 44.1
</td>
</tr>
<tr>
@@ -5429,10 +5429,10 @@
404
</th>
<td>
- 13.3
+ 19.6
</td>
<td>
- 27.6
+ 24.3
</td>
</tr>
<tr>
@@ -5440,10 +5440,10 @@
405
</th>
<td>
- 59.9
+ 19.5
</td>
<td>
- 27.6
+ 36.1
</td>
</tr>
<tr>
@@ -5451,10 +5451,10 @@
406
</th>
<td>
- 1.9
+ 19.2
</td>
<td>
- 27.6
+ 36.9
</td>
</tr>
<tr>
@@ -5462,10 +5462,10 @@
407
</th>
<td>
- 18.5
+ 19.0
</td>
<td>
- 27.4
+ 30.9
</td>
</tr>
<tr>
@@ -5473,10 +5473,10 @@
408
</th>
<td>
- 22.5
+ 18.6
</td>
<td>
- 27.4
+ 35.3
</td>
</tr>
<tr>
@@ -5484,10 +5484,10 @@
409
</th>
<td>
- 20.3
+ 18.5
</td>
<td>
- 27.3
+ 27.4
</td>
</tr>
<tr>
@@ -5495,10 +5495,10 @@
410
</th>
<td>
- 4.0
+ 18.4
</td>
<td>
- 27.2
+ 25.2
</td>
</tr>
<tr>
@@ -5506,10 +5506,10 @@
411
</th>
<td>
- 9.0
+ 18.1
</td>
<td>
- 27.2
+ 34.8
</td>
</tr>
<tr>
@@ -5517,10 +5517,10 @@
412
</th>
<td>
- 59.6
+ 17.7
</td>
<td>
- 27.2
+ 41.4
</td>
</tr>
<tr>
@@ -5528,10 +5528,10 @@
413
</th>
<td>
- 8.4
+ 16.2
</td>
<td>
- 27.1
+ 52.6
</td>
</tr>
<tr>
@@ -5539,10 +5539,10 @@
414
</th>
<td>
- 36.3
+ 16.2
</td>
<td>
- 27.1
+ 26.8
</td>
</tr>
<tr>
@@ -5550,10 +5550,10 @@
415
</th>
<td>
- 51.1
+ 16.1
</td>
<td>
- 27.0
+ 25.7
</td>
</tr>
<tr>
@@ -5572,10 +5572,10 @@
417
</th>
<td>
- 4.6
+ 15.3
</td>
<td>
- 27.0
+ 25.7
</td>
</tr>
<tr>
@@ -5583,10 +5583,10 @@
418
</th>
<td>
- 5.1
+ 15.2
</td>
<td>
- 26.9
+ 27.9
</td>
</tr>
<tr>
@@ -5594,10 +5594,10 @@
419
</th>
<td>
- 16.2
+ 15.1
</td>
<td>
- 26.8
+ 36.8
</td>
</tr>
<tr>
@@ -5605,10 +5605,10 @@
420
</th>
<td>
- 35.4
+ 14.9
</td>
<td>
- 26.8
+ 24.7
</td>
</tr>
<tr>
@@ -5616,10 +5616,10 @@
421
</th>
<td>
- 13.6
+ 14.8
</td>
<td>
- 26.7
+ 39.7
</td>
</tr>
<tr>
@@ -5627,10 +5627,10 @@
422
</th>
<td>
- 12.6
+ 14.8
</td>
<td>
- 26.7
+ 24.8
</td>
</tr>
<tr>
@@ -5638,10 +5638,10 @@
423
</th>
<td>
- 27.2
+ 14.8
</td>
<td>
- 26.7
+ 23.9
</td>
</tr>
<tr>
@@ -5649,10 +5649,10 @@
424
</th>
<td>
- 23.1
+ 14.5
</td>
<td>
- 26.7
+ 53.7
</td>
</tr>
<tr>
@@ -5660,10 +5660,10 @@
425
</th>
<td>
- 51.7
+ 14.2
</td>
<td>
- 26.7
+ 25.9
</td>
</tr>
<tr>
@@ -5671,10 +5671,10 @@
426
</th>
<td>
- 21.9
+ 14.0
</td>
<td>
- 26.6
+ 32.5
</td>
</tr>
<tr>
@@ -5682,10 +5682,10 @@
427
</th>
<td>
- 99.8
+ 13.8
</td>
<td>
- 26.5
+ 35.9
</td>
</tr>
<tr>
@@ -5693,10 +5693,10 @@
428
</th>
<td>
- 2.6
+ 13.6
</td>
<td>
- 26.4
+ 26.7
</td>
</tr>
<tr>
@@ -5704,10 +5704,10 @@
429
</th>
<td>
- 64.6
+ 13.5
</td>
<td>
- 26.3
+ 36.0
</td>
</tr>
<tr>
@@ -5715,10 +5715,10 @@
430
</th>
<td>
- 44.0
+ 13.5
</td>
<td>
- 26.3
+ 24.7
</td>
</tr>
<tr>
@@ -5726,10 +5726,10 @@
431
</th>
<td>
- 28.6
+ 13.3
</td>
<td>
- 26.2
+ 27.6
</td>
</tr>
<tr>
@@ -5737,10 +5737,10 @@
432
</th>
<td>
- 53.1
+ 12.6
</td>
<td>
- 26.2
+ 26.7
</td>
</tr>
<tr>
@@ -5748,10 +5748,10 @@
433
</th>
<td>
- 34.3
+ 12.5
</td>
<td>
- 26.2
+ 50.2
</td>
</tr>
<tr>
@@ -5759,10 +5759,10 @@
434
</th>
<td>
- 5.9
+ 12.5
</td>
<td>
- 26.2
+ 28.6
</td>
</tr>
<tr>
@@ -5770,10 +5770,10 @@
435
</th>
<td>
- 34.7
+ 12.4
</td>
<td>
- 26.2
+ 26.0
</td>
</tr>
<tr>
@@ -5781,10 +5781,10 @@
436
</th>
<td>
- 12.4
+ 11.7
</td>
<td>
- 26.0
+ 50.2
</td>
</tr>
<tr>
@@ -5792,10 +5792,10 @@
437
</th>
<td>
- 65.5
+ 11.7
</td>
<td>
- 26.0
+ 30.2
</td>
</tr>
<tr>
@@ -5803,10 +5803,10 @@
438
</th>
<td>
- 31.8
+ 11.6
</td>
<td>
- 26.0
+ 59.9
</td>
</tr>
<tr>
@@ -5814,10 +5814,10 @@
439
</th>
<td>
- 97.3
+ 11.6
</td>
<td>
- 26.0
+ 24.3
</td>
</tr>
<tr>
@@ -5825,10 +5825,10 @@
440
</th>
<td>
- 22.8
+ 11.5
</td>
<td>
- 26.0
+ 30.8
</td>
</tr>
<tr>
@@ -5836,10 +5836,10 @@
441
</th>
<td>
- 68.0
+ 11.4
</td>
<td>
- 25.9
+ 31.3
</td>
</tr>
<tr>
@@ -5847,10 +5847,10 @@
442
</th>
<td>
- 14.2
+ 11.2
</td>
<td>
- 25.9
+ 30.6
</td>
</tr>
<tr>
@@ -5858,10 +5858,10 @@
443
</th>
<td>
- 25.1
+ 10.9
</td>
<td>
- 25.9
+ 24.9
</td>
</tr>
<tr>
@@ -5869,10 +5869,10 @@
444
</th>
<td>
- 36.5
+ 10.0
</td>
<td>
- 25.9
+ 24.9
</td>
</tr>
<tr>
@@ -5880,10 +5880,10 @@
445
</th>
<td>
- 29.1
+ 9.6
</td>
<td>
- 25.8
+ 24.5
</td>
</tr>
<tr>
@@ -5891,10 +5891,10 @@
446
</th>
<td>
- 41.6
+ 9.6
</td>
<td>
- 25.8
+ 24.1
</td>
</tr>
<tr>
@@ -5902,10 +5902,10 @@
447
</th>
<td>
- 34.1
+ 9.4
</td>
<td>
- 25.7
+ 39.6
</td>
</tr>
<tr>
@@ -5913,10 +5913,10 @@
448
</th>
<td>
- 16.1
+ 9.0
</td>
<td>
- 25.7
+ 27.2
</td>
</tr>
<tr>
@@ -5924,10 +5924,10 @@
449
</th>
<td>
- 72.5
+ 8.9
</td>
<td>
- 25.7
+ 23.4
</td>
</tr>
<tr>
@@ -5935,10 +5935,10 @@
450
</th>
<td>
- 96.4
+ 8.5
</td>
<td>
- 25.7
+ 36.2
</td>
</tr>
<tr>
@@ -5946,10 +5946,10 @@
451
</th>
<td>
- 15.3
+ 8.5
</td>
<td>
- 25.7
+ 23.4
</td>
</tr>
<tr>
@@ -5957,10 +5957,10 @@
452
</th>
<td>
- 94.8
+ 8.4
</td>
<td>
- 25.6
+ 27.1
</td>
</tr>
<tr>
@@ -5968,10 +5968,10 @@
453
</th>
<td>
- 98.4
+ 8.3
</td>
<td>
- 25.5
+ 29.9
</td>
</tr>
<tr>
@@ -5979,10 +5979,10 @@
454
</th>
<td>
- 55.3
+ 8.2
</td>
<td>
- 25.5
+ 28.3
</td>
</tr>
<tr>
@@ -5990,10 +5990,10 @@
455
</th>
<td>
- 4.1
+ 7.7
</td>
<td>
- 25.2
+ 23.2
</td>
</tr>
<tr>
@@ -6001,10 +6001,10 @@
456
</th>
<td>
- 94.4
+ 7.0
</td>
<td>
- 25.2
+ 48.8
</td>
</tr>
<tr>
@@ -6012,10 +6012,10 @@
457
</th>
<td>
- 73.1
+ 7.0
</td>
<td>
- 25.2
+ 44.3
</td>
</tr>
<tr>
@@ -6023,10 +6023,10 @@
458
</th>
<td>
- 18.4
+ 6.3
</td>
<td>
- 25.2
+ 38.1
</td>
</tr>
<tr>
@@ -6034,10 +6034,10 @@
459
</th>
<td>
- 45.1
+ 6.2
</td>
<td>
- 25.2
+ 34.3
</td>
</tr>
<tr>
@@ -6045,10 +6045,10 @@
460
</th>
<td>
- 25.6
+ 6.0
</td>
<td>
- 25.1
+ 44.0
</td>
</tr>
<tr>
@@ -6056,10 +6056,10 @@
461
</th>
<td>
- 38.6
+ 5.9
</td>
<td>
- 25.0
+ 46.0
</td>
</tr>
<tr>
@@ -6067,10 +6067,10 @@
462
</th>
<td>
- 30.7
+ 5.9
</td>
<td>
- 24.9
+ 26.2
</td>
</tr>
<tr>
@@ -6078,10 +6078,10 @@
463
</th>
<td>
- 10.9
+ 5.1
</td>
<td>
- 24.9
+ 33.4
</td>
</tr>
<tr>
@@ -6089,10 +6089,10 @@
464
</th>
<td>
- 10.0
+ 5.1
</td>
<td>
- 24.9
+ 26.9
</td>
</tr>
<tr>
@@ -6100,10 +6100,10 @@
465
</th>
<td>
- 14.8
+ 4.8
</td>
<td>
- 24.8
+ 33.2
</td>
</tr>
<tr>
@@ -6111,10 +6111,10 @@
466
</th>
<td>
- 70.8
+ 4.7
</td>
<td>
- 24.7
+ 29.0
</td>
</tr>
<tr>
@@ -6122,10 +6122,10 @@
467
</th>
<td>
- 14.9
+ 4.6
</td>
<td>
- 24.7
+ 62.2
</td>
</tr>
<tr>
@@ -6133,10 +6133,10 @@
468
</th>
<td>
- 21.4
+ 4.6
</td>
<td>
- 24.7
+ 27.0
</td>
</tr>
<tr>
@@ -6144,10 +6144,10 @@
469
</th>
<td>
- 13.5
+ 4.3
</td>
<td>
- 24.7
+ 45.9
</td>
</tr>
<tr>
@@ -6155,10 +6155,10 @@
470
</th>
<td>
- 52.7
+ 4.1
</td>
<td>
- 24.6
+ 25.2
</td>
</tr>
<tr>
@@ -6166,10 +6166,10 @@
471
</th>
<td>
- 48.5
+ 4.0
</td>
<td>
- 24.6
+ 27.2
</td>
</tr>
<tr>
@@ -6177,10 +6177,10 @@
472
</th>
<td>
- 51.0
+ 3.5
</td>
<td>
- 24.6
+ 41.9
</td>
</tr>
<tr>
@@ -6188,10 +6188,10 @@
473
</th>
<td>
- 9.6
+ 3.4
</td>
<td>
- 24.5
+ 32.6
</td>
</tr>
<tr>
@@ -6199,10 +6199,10 @@
474
</th>
<td>
- 68.7
+ 3.2
</td>
<td>
- 24.4
+ 34.7
</td>
</tr>
<tr>
@@ -6210,10 +6210,10 @@
475
</th>
<td>
- 2.1
+ 3.2
</td>
<td>
- 24.4
+ 33.2
</td>
</tr>
<tr>
@@ -6232,10 +6232,10 @@
477
</th>
<td>
- 11.6
+ 2.8
</td>
<td>
- 24.3
+ 29.9
</td>
</tr>
<tr>
@@ -6243,10 +6243,10 @@
478
</th>
<td>
- 19.6
+ 2.8
</td>
<td>
- 24.3
+ 28.1
</td>
</tr>
<tr>
@@ -6254,10 +6254,10 @@
479
</th>
<td>
- 21.2
+ 2.7
</td>
<td>
- 24.2
+ 61.4
</td>
</tr>
<tr>
@@ -6265,10 +6265,10 @@
480
</th>
<td>
- 9.6
+ 2.6
</td>
<td>
- 24.1
+ 26.4
</td>
</tr>
<tr>
@@ -6276,10 +6276,10 @@
481
</th>
<td>
- 85.1
+ 2.5
</td>
<td>
- 24.0
+ 36.6
</td>
</tr>
<tr>
@@ -6287,10 +6287,10 @@
482
</th>
<td>
- 39.7
+ 2.3
</td>
<td>
- 23.9
+ 47.6
</td>
</tr>
<tr>
@@ -6309,10 +6309,10 @@
484
</th>
<td>
- 14.8
+ 2.1
</td>
<td>
- 23.9
+ 24.4
</td>
</tr>
<tr>
@@ -6320,10 +6320,10 @@
485
</th>
<td>
- 1.2
+ 2.0
</td>
<td>
- 23.9
+ 40.9
</td>
</tr>
<tr>
@@ -6331,10 +6331,10 @@
486
</th>
<td>
- 57.1
+ 2.0
</td>
<td>
- 24.0
+ 32.0
</td>
</tr>
<tr>
@@ -6342,10 +6342,10 @@
487
</th>
<td>
- 22.4
+ 1.9
</td>
<td>
- 23.8
+ 28.0
</td>
</tr>
<tr>
@@ -6353,10 +6353,10 @@
488
</th>
<td>
- 96.4
+ 1.9
</td>
<td>
- 23.7
+ 27.6
</td>
</tr>
<tr>
@@ -6364,10 +6364,10 @@
489
</th>
<td>
- 47.5
+ 1.8
</td>
<td>
- 23.7
+ 32.2
</td>
</tr>
<tr>
@@ -6378,7 +6378,7 @@
1.7
</td>
<td>
- 23.6
+ 61.0
</td>
</tr>
<tr>
@@ -6386,10 +6386,10 @@
491
</th>
<td>
- 38.1
+ 1.7
</td>
<td>
- 23.6
+ 38.0
</td>
</tr>
<tr>
@@ -6397,10 +6397,10 @@
492
</th>
<td>
- 79.8
+ 1.7
</td>
<td>
- 23.5
+ 31.4
</td>
</tr>
<tr>
@@ -6408,10 +6408,10 @@
493
</th>
<td>
- 37.2
+ 1.7
</td>
<td>
- 23.5
+ 23.6
</td>
</tr>
<tr>
@@ -6419,10 +6419,10 @@
494
</th>
<td>
- 20.9
+ 1.4
</td>
<td>
- 23.5
+ 41.6
</td>
</tr>
<tr>
@@ -6430,10 +6430,10 @@
495
</th>
<td>
- 8.9
+ 1.4
</td>
<td>
- 23.4
+ 33.2
</td>
</tr>
<tr>
@@ -6441,10 +6441,10 @@
496
</th>
<td>
- 82.0
+ 1.4
</td>
<td>
- 23.4
+ 31.5
</td>
</tr>
<tr>
@@ -6452,10 +6452,10 @@
497
</th>
<td>
- 70.7
+ 1.4
</td>
<td>
- 23.4
+ 30.9
</td>
</tr>
<tr>
@@ -6463,10 +6463,10 @@
498
</th>
<td>
- 8.5
+ 1.3
</td>
<td>
- 23.4
+ 28.3
</td>
</tr>
<tr>
@@ -6474,10 +6474,10 @@
499
</th>
<td>
- 7.7
+ 1.2
</td>
<td>
- 23.2
+ 23.9
</td>
</tr>
</tbody>
@@ -6535,10 +6535,10 @@
3
</th>
<td>
- 96.5
+ 100.0
</td>
<td>
- 87.1
+ 100.0
</td>
</tr>
<tr>
@@ -6546,10 +6546,10 @@
4
</th>
<td>
- 99.2
+ 100.0
</td>
<td>
- 92.2
+ 99.9
</td>
</tr>
<tr>
@@ -6557,10 +6557,10 @@
5
</th>
<td>
- 96.5
+ 99.9
</td>
<td>
- 92.5
+ 100.0
</td>
</tr>
<tr>
@@ -6579,10 +6579,10 @@
7
</th>
<td>
- 99.9
+ 99.7
</td>
<td>
- 100.0
+ 98.1
</td>
</tr>
<tr>
@@ -6590,10 +6590,10 @@
8
</th>
<td>
- 98.3
+ 99.2
</td>
<td>
- 91.4
+ 92.2
</td>
</tr>
<tr>
@@ -6601,10 +6601,10 @@
9
</th>
<td>
- 99.7
+ 98.5
</td>
<td>
- 98.1
+ 91.3
</td>
</tr>
<tr>
@@ -6612,10 +6612,10 @@
10
</th>
<td>
- 87.9
+ 98.3
</td>
<td>
- 47.2
+ 91.4
</td>
</tr>
<tr>
@@ -6623,10 +6623,10 @@
11
</th>
<td>
- 98.5
+ 96.5
</td>
<td>
- 91.3
+ 92.5
</td>
</tr>
<tr>
@@ -6634,10 +6634,10 @@
12
</th>
<td>
- 100.0
+ 96.5
</td>
<td>
- 100.0
+ 87.1
</td>
</tr>
<tr>
@@ -6645,10 +6645,10 @@
13
</th>
<td>
- 84.4
+ 95.9
</td>
<td>
- 71.9
+ 99.0
</td>
</tr>
<tr>
@@ -6656,10 +6656,10 @@
14
</th>
<td>
- 95.9
+ 93.7
</td>
<td>
- 99.0
+ 85.2
</td>
</tr>
<tr>
@@ -6667,10 +6667,10 @@
15
</th>
<td>
- 100.0
+ 90.0
</td>
<td>
- 99.9
+ 61.6
</td>
</tr>
<tr>
@@ -6678,10 +6678,10 @@
16
</th>
<td>
- 86.1
+ 87.9
</td>
<td>
- 79.8
+ 47.2
</td>
</tr>
<tr>
@@ -6689,10 +6689,10 @@
17
</th>
<td>
- 72.1
+ 86.1
</td>
<td>
- 69.0
+ 79.8
</td>
</tr>
<tr>
@@ -6700,10 +6700,10 @@
18
</th>
<td>
- 90.0
+ 85.6
</td>
<td>
- 61.6
+ 60.9
</td>
</tr>
<tr>
@@ -6711,10 +6711,10 @@
19
</th>
<td>
- 57.6
+ 84.8
</td>
<td>
- 54.2
+ 48.6
</td>
</tr>
<tr>
@@ -6722,10 +6722,10 @@
20
</th>
<td>
- 93.7
+ 84.4
</td>
<td>
- 85.2
+ 71.9
</td>
</tr>
<tr>
@@ -6733,10 +6733,10 @@
21
</th>
<td>
- 84.8
+ 82.4
</td>
<td>
- 48.6
+ 48.1
</td>
</tr>
<tr>
@@ -6744,10 +6744,10 @@
22
</th>
<td>
- 82.4
+ 76.7
</td>
<td>
- 48.1
+ 69.8
</td>
</tr>
<tr>
@@ -6755,10 +6755,10 @@
23
</th>
<td>
- 85.6
+ 72.1
</td>
<td>
- 60.9
+ 69.0
</td>
</tr>
<tr>
@@ -6777,10 +6777,10 @@
25
</th>
<td>
- 76.7
+ 65.5
</td>
<td>
- 69.8
+ 44.7
</td>
</tr>
<tr>
@@ -6788,10 +6788,10 @@
26
</th>
<td>
- 38.8
+ 64.8
</td>
<td>
- 26.1
+ 51.0
</td>
</tr>
<tr>
@@ -6799,10 +6799,10 @@
27
</th>
<td>
- 64.8
+ 62.7
</td>
<td>
- 51.0
+ 73.1
</td>
</tr>
<tr>
@@ -6810,10 +6810,10 @@
28
</th>
<td>
- 65.5
+ 62.3
</td>
<td>
- 44.7
+ 57.2
</td>
</tr>
<tr>
@@ -6821,10 +6821,10 @@
29
</th>
<td>
- 62.3
+ 61.5
</td>
<td>
- 57.2
+ 65.0
</td>
</tr>
<tr>
@@ -6832,10 +6832,10 @@
30
</th>
<td>
- 40.1
+ 61.1
</td>
<td>
- 15.3
+ 62.2
</td>
</tr>
<tr>
@@ -6843,10 +6843,10 @@
31
</th>
<td>
- 62.7
+ 60.5
</td>
<td>
- 73.1
+ 61.4
</td>
</tr>
<tr>
@@ -6854,10 +6854,10 @@
32
</th>
<td>
- 54.6
+ 60.1
</td>
<td>
- 59.1
+ 28.2
</td>
</tr>
<tr>
@@ -6865,10 +6865,10 @@
33
</th>
<td>
- 61.1
+ 57.6
</td>
<td>
- 62.2
+ 54.2
</td>
</tr>
<tr>
@@ -6876,10 +6876,10 @@
34
</th>
<td>
- 23.8
+ 55.9
</td>
<td>
- 20.1
+ 24.0
</td>
</tr>
<tr>
@@ -6887,10 +6887,10 @@
35
</th>
<td>
- 55.9
+ 54.6
</td>
<td>
- 24.0
+ 59.1
</td>
</tr>
<tr>
@@ -6898,10 +6898,10 @@
36
</th>
<td>
- 25.2
+ 51.2
</td>
<td>
- 15.7
+ 35.6
</td>
</tr>
<tr>
@@ -6909,10 +6909,10 @@
37
</th>
<td>
- 60.5
+ 48.5
</td>
<td>
- 61.4
+ 47.0
</td>
</tr>
<tr>
@@ -6920,10 +6920,10 @@
38
</th>
<td>
- 61.5
+ 46.7
</td>
<td>
- 65.0
+ 40.2
</td>
</tr>
<tr>
@@ -6931,10 +6931,10 @@
39
</th>
<td>
- 51.2
+ 42.0
</td>
<td>
- 35.6
+ 31.9
</td>
</tr>
<tr>
@@ -6942,10 +6942,10 @@
40
</th>
<td>
- 18.3
+ 40.7
</td>
<td>
- 20.2
+ 16.8
</td>
</tr>
<tr>
@@ -6953,10 +6953,10 @@
41
</th>
<td>
- 39.9
+ 40.1
</td>
<td>
- 16.3
+ 15.3
</td>
</tr>
<tr>
@@ -6964,10 +6964,10 @@
42
</th>
<td>
- 60.1
+ 39.9
</td>
<td>
- 28.2
+ 16.3
</td>
</tr>
<tr>
@@ -6975,10 +6975,10 @@
43
</th>
<td>
- 48.5
+ 39.7
</td>
<td>
- 47.0
+ 18.4
</td>
</tr>
<tr>
@@ -6986,10 +6986,10 @@
44
</th>
<td>
- 25.9
+ 39.6
</td>
<td>
- 22.2
+ 22.4
</td>
</tr>
<tr>
@@ -6997,10 +6997,10 @@
45
</th>
<td>
- 19.2
+ 38.8
</td>
<td>
- 25.9
+ 26.1
</td>
</tr>
<tr>
@@ -7008,10 +7008,10 @@
46
</th>
<td>
- 46.7
+ 37.6
</td>
<td>
- 40.2
+ 35.6
</td>
</tr>
<tr>
@@ -7019,10 +7019,10 @@
47
</th>
<td>
- 39.7
+ 37.0
</td>
<td>
- 18.4
+ 13.5
</td>
</tr>
<tr>
@@ -7030,10 +7030,10 @@
48
</th>
<td>
- 26.6
+ 36.6
</td>
<td>
- 44.2
+ 26.3
</td>
</tr>
<tr>
@@ -7041,10 +7041,10 @@
49
</th>
<td>
- 2.6
+ 35.2
</td>
<td>
- 3.7
+ 37.5
</td>
</tr>
<tr>
@@ -7052,10 +7052,10 @@
50
</th>
<td>
- 40.7
+ 31.2
</td>
<td>
- 16.8
+ 44.6
</td>
</tr>
<tr>
@@ -7063,10 +7063,10 @@
51
</th>
<td>
- 35.2
+ 29.2
</td>
<td>
- 37.5
+ 23.0
</td>
</tr>
<tr>
@@ -7074,10 +7074,10 @@
52
</th>
<td>
- 39.6
+ 28.5
</td>
<td>
- 22.4
+ 25.6
</td>
</tr>
<tr>
@@ -7085,10 +7085,10 @@
53
</th>
<td>
- 37.6
+ 27.2
</td>
<td>
- 35.6
+ 29.0
</td>
</tr>
<tr>
@@ -7096,10 +7096,10 @@
54
</th>
<td>
- 31.2
+ 26.6
</td>
<td>
- 44.6
+ 44.2
</td>
</tr>
<tr>
@@ -7107,10 +7107,10 @@
55
</th>
<td>
- 22.7
+ 25.9
</td>
<td>
- 32.1
+ 22.2
</td>
</tr>
<tr>
@@ -7118,10 +7118,10 @@
56
</th>
<td>
- 29.2
+ 25.5
</td>
<td>
- 23.0
+ 24.4
</td>
</tr>
<tr>
@@ -7129,10 +7129,10 @@
57
</th>
<td>
- 18.3
+ 25.2
</td>
<td>
- 7.2
+ 15.7
</td>
</tr>
<tr>
@@ -7140,10 +7140,10 @@
58
</th>
<td>
- 37.0
+ 23.8
</td>
<td>
- 13.5
+ 20.1
</td>
</tr>
<tr>
@@ -7151,10 +7151,10 @@
59
</th>
<td>
- 42.0
+ 22.7
</td>
<td>
- 31.9
+ 32.1
</td>
</tr>
<tr>
@@ -7162,10 +7162,10 @@
60
</th>
<td>
- 36.6
+ 20.7
</td>
<td>
- 26.3
+ 13.3
</td>
</tr>
<tr>
@@ -7173,10 +7173,10 @@
61
</th>
<td>
- 15.5
+ 20.5
</td>
<td>
- 10.7
+ 12.5
</td>
</tr>
<tr>
@@ -7184,10 +7184,10 @@
62
</th>
<td>
- 27.2
+ 19.4
</td>
<td>
- 29.0
+ 13.9
</td>
</tr>
<tr>
@@ -7195,10 +7195,10 @@
63
</th>
<td>
- 28.5
+ 19.3
</td>
<td>
- 25.6
+ 9.8
</td>
</tr>
<tr>
@@ -7206,10 +7206,10 @@
64
</th>
<td>
- 14.9
+ 19.2
</td>
<td>
- 16.1
+ 25.9
</td>
</tr>
<tr>
@@ -7217,10 +7217,10 @@
65
</th>
<td>
- 18.6
+ 19.1
</td>
<td>
- 5.0
+ 19.2
</td>
</tr>
<tr>
@@ -7228,10 +7228,10 @@
66
</th>
<td>
- 15.6
+ 18.6
</td>
<td>
- 14.3
+ 5.0
</td>
</tr>
<tr>
@@ -7239,10 +7239,10 @@
67
</th>
<td>
- 20.5
+ 18.3
</td>
<td>
- 12.5
+ 20.2
</td>
</tr>
<tr>
@@ -7250,10 +7250,10 @@
68
</th>
<td>
- 16.5
+ 18.3
</td>
<td>
- 7.6
+ 7.2
</td>
</tr>
<tr>
@@ -7261,10 +7261,10 @@
69
</th>
<td>
- 19.1
+ 17.8
</td>
<td>
- 19.2
+ 8.5
</td>
</tr>
<tr>
@@ -7272,10 +7272,10 @@
70
</th>
<td>
- 19.3
+ 17.7
</td>
<td>
- 9.8
+ 10.6
</td>
</tr>
<tr>
@@ -7283,10 +7283,10 @@
71
</th>
<td>
- 17.7
+ 16.5
</td>
<td>
- 10.6
+ 7.6
</td>
</tr>
<tr>
@@ -7294,10 +7294,10 @@
72
</th>
<td>
- 7.9
+ 15.6
</td>
<td>
- 8.2
+ 14.3
</td>
</tr>
<tr>
@@ -7305,10 +7305,10 @@
73
</th>
<td>
- 5.4
+ 15.5
</td>
<td>
- 7.3
+ 10.7
</td>
</tr>
<tr>
@@ -7316,10 +7316,10 @@
74
</th>
<td>
- 14.8
+ 14.9
</td>
<td>
- 8.2
+ 16.1
</td>
</tr>
<tr>
@@ -7327,10 +7327,10 @@
75
</th>
<td>
- 25.5
+ 14.8
</td>
<td>
- 24.4
+ 8.2
</td>
</tr>
<tr>
@@ -7338,10 +7338,10 @@
76
</th>
<td>
- 17.8
+ 9.6
</td>
<td>
- 8.5
+ 3.8
</td>
</tr>
<tr>
@@ -7349,10 +7349,10 @@
77
</th>
<td>
- 8.4
+ 9.5
</td>
<td>
- 6.5
+ 4.2
</td>
</tr>
<tr>
@@ -7360,10 +7360,10 @@
78
</th>
<td>
- 3.1
+ 8.4
</td>
<td>
- 3.7
+ 6.5
</td>
</tr>
<tr>
@@ -7371,10 +7371,10 @@
79
</th>
<td>
- 20.7
+ 7.9
</td>
<td>
- 13.3
+ 8.2
</td>
</tr>
<tr>
@@ -7382,10 +7382,10 @@
80
</th>
<td>
- 9.5
+ 5.4
</td>
<td>
- 4.2
+ 7.3
</td>
</tr>
<tr>
@@ -7393,10 +7393,10 @@
81
</th>
<td>
- 19.4
+ 3.1
</td>
<td>
- 13.9
+ 3.7
</td>
</tr>
<tr>
@@ -7404,10 +7404,10 @@
82
</th>
<td>
- 9.6
+ 2.6
</td>
<td>
- 3.8
+ 3.7
</td>
</tr>
</tbody>
@@ -7432,10 +7432,10 @@
0
</th>
<td>
- 76.0
+ 100.0
</td>
<td>
- 68.9
+ 96.3
</td>
</tr>
<tr>
@@ -7443,10 +7443,10 @@
1
</th>
<td>
- 38.0
+ 100.0
</td>
<td>
- 96.0
+ 90.0
</td>
</tr>
<tr>
@@ -7454,10 +7454,10 @@
2
</th>
<td>
- 24.2
+ 100.0
</td>
<td>
- 89.2
+ 24.5
</td>
</tr>
<tr>
@@ -7465,10 +7465,10 @@
3
</th>
<td>
- 96.8
+ 99.8
</td>
<td>
- 48.2
+ 91.9
</td>
</tr>
<tr>
@@ -7476,10 +7476,10 @@
4
</th>
<td>
- 7.7
+ 99.8
</td>
<td>
- 43.3
+ 83.6
</td>
</tr>
<tr>
@@ -7487,10 +7487,10 @@
5
</th>
<td>
- 17.4
+ 98.3
</td>
<td>
- 2.7
+ 34.6
</td>
</tr>
<tr>
@@ -7498,10 +7498,10 @@
6
</th>
<td>
- 96.5
+ 96.8
</td>
<td>
- 65.4
+ 48.2
</td>
</tr>
<tr>
@@ -7509,10 +7509,10 @@
7
</th>
<td>
- 68.9
+ 96.5
</td>
<td>
- 95.1
+ 65.4
</td>
</tr>
<tr>
@@ -7520,10 +7520,10 @@
8
</th>
<td>
- 22.3
+ 96.4
</td>
<td>
- 3.9
+ 95.0
</td>
</tr>
<tr>
@@ -7531,10 +7531,10 @@
9
</th>
<td>
- 87.3
+ 91.9
</td>
<td>
- 36.9
+ 27.8
</td>
</tr>
<tr>
@@ -7542,10 +7542,10 @@
10
</th>
<td>
- 19.5
+ 91.7
</td>
<td>
- 1.8
+ 69.7
</td>
</tr>
<tr>
@@ -7553,10 +7553,10 @@
11
</th>
<td>
- 69.4
+ 88.9
</td>
<td>
- 4.5
+ 24.2
</td>
</tr>
<tr>
@@ -7564,10 +7564,10 @@
12
</th>
<td>
- 5.1
+ 87.3
</td>
<td>
- 27.4
+ 36.9
</td>
</tr>
<tr>
@@ -7575,10 +7575,10 @@
13
</th>
<td>
- 41.3
+ 87.0
</td>
<td>
- 51.6
+ 10.3
</td>
</tr>
<tr>
@@ -7586,10 +7586,10 @@
14
</th>
<td>
- 100.0
+ 84.2
</td>
<td>
- 24.5
+ 98.7
</td>
</tr>
<tr>
@@ -7597,10 +7597,10 @@
15
</th>
<td>
- 40.8
+ 83.8
</td>
<td>
- 4.3
+ 27.5
</td>
</tr>
<tr>
@@ -7608,10 +7608,10 @@
16
</th>
<td>
- 88.9
+ 79.8
</td>
<td>
- 24.2
+ 73.5
</td>
</tr>
<tr>
@@ -7619,10 +7619,10 @@
17
</th>
<td>
- 66.5
+ 79.8
</td>
<td>
- 5.8
+ 9.1
</td>
</tr>
<tr>
@@ -7630,10 +7630,10 @@
18
</th>
<td>
- 99.8
+ 78.9
</td>
<td>
- 83.6
+ 3.6
</td>
</tr>
<tr>
@@ -7641,10 +7641,10 @@
19
</th>
<td>
- 96.4
+ 78.8
</td>
<td>
- 95.0
+ 7.1
</td>
</tr>
<tr>
@@ -7652,10 +7652,10 @@
20
</th>
<td>
- 5.3
+ 77.0
</td>
<td>
- 7.5
+ 5.7
</td>
</tr>
<tr>
@@ -7663,10 +7663,10 @@
21
</th>
<td>
- 84.2
+ 76.0
</td>
<td>
- 98.7
+ 68.9
</td>
</tr>
<tr>
@@ -7674,10 +7674,10 @@
22
</th>
<td>
- 56.3
+ 74.2
</td>
<td>
- 1.9
+ 98.0
</td>
</tr>
<tr>
@@ -7685,10 +7685,10 @@
23
</th>
<td>
- 62.3
+ 70.0
</td>
<td>
- 2.0
+ 70.2
</td>
</tr>
<tr>
@@ -7696,10 +7696,10 @@
24
</th>
<td>
- 7.7
+ 69.4
</td>
<td>
- 1.3
+ 4.5
</td>
</tr>
<tr>
@@ -7707,10 +7707,10 @@
25
</th>
<td>
- 25.7
+ 68.9
</td>
<td>
- 93.3
+ 95.1
</td>
</tr>
<tr>
@@ -7718,10 +7718,10 @@
26
</th>
<td>
- 78.8
+ 67.8
</td>
<td>
- 7.1
+ 53.0
</td>
</tr>
<tr>
@@ -7729,10 +7729,10 @@
27
</th>
<td>
- 5.4
+ 67.3
</td>
<td>
- 54.3
+ 3.7
</td>
</tr>
<tr>
@@ -7740,10 +7740,10 @@
28
</th>
<td>
- 91.9
+ 66.5
</td>
<td>
- 27.8
+ 5.8
</td>
</tr>
<tr>
@@ -7751,10 +7751,10 @@
29
</th>
<td>
- 98.3
+ 66.3
</td>
<td>
- 34.6
+ 54.3
</td>
</tr>
<tr>
@@ -7762,10 +7762,10 @@
30
</th>
<td>
- 62.1
+ 62.3
</td>
<td>
- 61.8
+ 2.0
</td>
</tr>
<tr>
@@ -7773,10 +7773,10 @@
31
</th>
<td>
- 79.8
+ 62.1
</td>
<td>
- 9.1
+ 61.8
</td>
</tr>
<tr>
@@ -7784,10 +7784,10 @@
32
</th>
<td>
- 16.4
+ 61.1
</td>
<td>
- 98.2
+ 94.8
</td>
</tr>
<tr>
@@ -7795,10 +7795,10 @@
33
</th>
<td>
- 67.8
+ 56.3
</td>
<td>
- 53.0
+ 1.9
</td>
</tr>
<tr>
@@ -7806,10 +7806,10 @@
34
</th>
<td>
- 43.2
+ 46.8
</td>
<td>
- 2.6
+ 1.3
</td>
</tr>
<tr>
@@ -7817,10 +7817,10 @@
35
</th>
<td>
- 26.7
+ 43.2
</td>
<td>
- 80.7
+ 2.6
</td>
</tr>
<tr>
@@ -7828,10 +7828,10 @@
36
</th>
<td>
- 22.4
+ 41.3
</td>
<td>
- 92.4
+ 51.6
</td>
</tr>
<tr>
@@ -7839,10 +7839,10 @@
37
</th>
<td>
- 83.8
+ 40.8
</td>
<td>
- 27.5
+ 4.3
</td>
</tr>
<tr>
@@ -7850,10 +7850,10 @@
38
</th>
<td>
- 67.3
+ 38.4
</td>
<td>
- 3.7
+ 9.3
</td>
</tr>
<tr>
@@ -7861,10 +7861,10 @@
39
</th>
<td>
- 77.0
+ 38.0
</td>
<td>
- 5.7
+ 96.0
</td>
</tr>
<tr>
@@ -7872,10 +7872,10 @@
40
</th>
<td>
- 27.7
+ 34.6
</td>
<td>
- 1.5
+ 2.8
</td>
</tr>
<tr>
@@ -7883,10 +7883,10 @@
41
</th>
<td>
- 46.8
+ 33.4
</td>
<td>
- 1.3
+ 32.6
</td>
</tr>
<tr>
@@ -7894,10 +7894,10 @@
42
</th>
<td>
- 38.4
+ 31.2
</td>
<td>
- 9.3
+ 10.6
</td>
</tr>
<tr>
@@ -7905,10 +7905,10 @@
43
</th>
<td>
- 12.8
+ 27.7
</td>
<td>
- 21.3
+ 1.5
</td>
</tr>
<tr>
@@ -7916,10 +7916,10 @@
44
</th>
<td>
- 61.1
+ 26.7
</td>
<td>
- 94.8
+ 80.7
</td>
</tr>
<tr>
@@ -7927,10 +7927,10 @@
45
</th>
<td>
- 99.8
+ 25.7
</td>
<td>
- 91.9
+ 93.3
</td>
</tr>
<tr>
@@ -7938,10 +7938,10 @@
46
</th>
<td>
- 66.3
+ 24.2
</td>
<td>
- 54.3
+ 89.2
</td>
</tr>
<tr>
@@ -7949,10 +7949,10 @@
47
</th>
<td>
- 79.8
+ 22.4
</td>
<td>
- 73.5
+ 92.4
</td>
</tr>
<tr>
@@ -7960,10 +7960,10 @@
48
</th>
<td>
- 15.7
+ 22.3
</td>
<td>
- 30.1
+ 3.9
</td>
</tr>
<tr>
@@ -7971,10 +7971,10 @@
49
</th>
<td>
- 87.0
+ 19.5
</td>
<td>
- 10.3
+ 1.8
</td>
</tr>
<tr>
@@ -7982,10 +7982,10 @@
50
</th>
<td>
- 11.8
+ 17.4
</td>
<td>
- 20.2
+ 2.7
</td>
</tr>
<tr>
@@ -7993,10 +7993,10 @@
51
</th>
<td>
- 70.0
+ 16.4
</td>
<td>
- 70.2
+ 98.2
</td>
</tr>
<tr>
@@ -8004,10 +8004,10 @@
52
</th>
<td>
- 74.2
+ 15.7
</td>
<td>
- 98.0
+ 30.1
</td>
</tr>
<tr>
@@ -8015,10 +8015,10 @@
53
</th>
<td>
- 33.4
+ 12.8
</td>
<td>
- 32.6
+ 21.3
</td>
</tr>
<tr>
@@ -8026,10 +8026,10 @@
54
</th>
<td>
- 34.6
+ 11.8
</td>
<td>
- 2.8
+ 20.2
</td>
</tr>
<tr>
@@ -8037,10 +8037,10 @@
55
</th>
<td>
- 31.2
+ 7.7
</td>
<td>
- 10.6
+ 43.3
</td>
</tr>
<tr>
@@ -8048,10 +8048,10 @@
56
</th>
<td>
- 91.7
+ 7.7
</td>
<td>
- 69.7
+ 1.3
</td>
</tr>
<tr>
@@ -8059,10 +8059,10 @@
57
</th>
<td>
- 100.0
+ 5.4
</td>
<td>
- 96.3
+ 54.3
</td>
</tr>
<tr>
@@ -8070,10 +8070,10 @@
58
</th>
<td>
- 100.0
+ 5.3
</td>
<td>
- 90.0
+ 7.5
</td>
</tr>
<tr>
@@ -8081,10 +8081,10 @@
59
</th>
<td>
- 78.9
+ 5.1
</td>
<td>
- 3.6
+ 27.4
</td>
</tr>
</tbody>
@@ -8481,7 +8481,7 @@
United States
</td>
<td>
- 35.593264
+ 36.240415
</td>
</tr>
<tr>
@@ -9730,13 +9730,13 @@
4
</th>
<td>
- United States
+ Australia
</td>
<td>
- 83.700000
+ 91.180000
</td>
<td>
- 65.9000
+ 99.4200
</td>
</tr>
<tr>
@@ -9744,13 +9744,13 @@
5
</th>
<td>
- Australia
+ Singapore
</td>
<td>
- 91.180000
+ 93.050000
</td>
<td>
- 99.4200
+ 100.0000
</td>
</tr>
<tr>
@@ -9758,13 +9758,13 @@
6
</th>
<td>
- Singapore
+ France
</td>
<td>
- 93.050000
+ 73.350000
</td>
<td>
- 100.0000
+ 75.9000
</td>
</tr>
<tr>
@@ -9786,13 +9786,13 @@
8
</th>
<td>
- France
+ United States
</td>
<td>
- 73.350000
+ 83.700000
</td>
<td>
- 75.9000
+ 65.9000
</td>
</tr>
<tr>
@@ -9800,13 +9800,13 @@
9
</th>
<td>
- Japan
+ China (Mainland)
</td>
<td>
- 69.650000
+ 84.240000
</td>
<td>
- 4.3500
+ 55.5400
</td>
</tr>
<tr>
@@ -9814,13 +9814,13 @@
10
</th>
<td>
- China (Mainland)
+ Japan
</td>
<td>
- 84.240000
+ 69.650000
</td>
<td>
- 55.5400
+ 4.3500
</td>
</tr>
<tr>
diff --git a/p13/images/q16.jpg b/p13/images/q16.jpg
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diff --git a/p13/p13.ipynb b/p13/p13.ipynb
index 52f966f..9fd98f7 100644
--- a/p13/p13.ipynb
+++ b/p13/p13.ipynb
@@ -3,7 +3,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9a1203a9",
+ "id": "e70dde1b",
"metadata": {
"cell_type": "code",
"deletable": true,
@@ -24,10 +24,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:50.836262Z",
- "iopub.status.busy": "2023-12-06T02:03:50.836262Z",
- "iopub.status.idle": "2023-12-06T02:03:54.572912Z",
- "shell.execute_reply": "2023-12-06T02:03:54.570890Z"
+ "iopub.execute_input": "2023-12-07T02:12:05.482739Z",
+ "iopub.status.busy": "2023-12-07T02:12:05.482739Z",
+ "iopub.status.idle": "2023-12-07T02:12:08.436831Z",
+ "shell.execute_reply": "2023-12-07T02:12:08.435815Z"
}
},
"outputs": [],
@@ -43,10 +43,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:54.578905Z",
- "iopub.status.busy": "2023-12-06T02:03:54.577910Z",
- "iopub.status.idle": "2023-12-06T02:03:54.583398Z",
- "shell.execute_reply": "2023-12-06T02:03:54.582387Z"
+ "iopub.execute_input": "2023-12-07T02:12:08.442825Z",
+ "iopub.status.busy": "2023-12-07T02:12:08.441825Z",
+ "iopub.status.idle": "2023-12-07T02:12:08.447761Z",
+ "shell.execute_reply": "2023-12-07T02:12:08.446745Z"
}
},
"outputs": [],
@@ -205,10 +205,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:54.590405Z",
- "iopub.status.busy": "2023-12-06T02:03:54.589407Z",
- "iopub.status.idle": "2023-12-06T02:03:54.866614Z",
- "shell.execute_reply": "2023-12-06T02:03:54.865601Z"
+ "iopub.execute_input": "2023-12-07T02:12:08.453795Z",
+ "iopub.status.busy": "2023-12-07T02:12:08.452779Z",
+ "iopub.status.idle": "2023-12-07T02:12:08.681701Z",
+ "shell.execute_reply": "2023-12-07T02:12:08.680670Z"
},
"tags": []
},
@@ -226,10 +226,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:54.871615Z",
- "iopub.status.busy": "2023-12-06T02:03:54.871615Z",
- "iopub.status.idle": "2023-12-06T02:03:55.502591Z",
- "shell.execute_reply": "2023-12-06T02:03:55.501576Z"
+ "iopub.execute_input": "2023-12-07T02:12:08.685887Z",
+ "iopub.status.busy": "2023-12-07T02:12:08.685887Z",
+ "iopub.status.idle": "2023-12-07T02:12:09.180224Z",
+ "shell.execute_reply": "2023-12-07T02:12:09.179217Z"
}
},
"outputs": [],
@@ -259,10 +259,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:55.507591Z",
- "iopub.status.busy": "2023-12-06T02:03:55.507591Z",
- "iopub.status.idle": "2023-12-06T02:03:55.513647Z",
- "shell.execute_reply": "2023-12-06T02:03:55.512632Z"
+ "iopub.execute_input": "2023-12-07T02:12:09.184225Z",
+ "iopub.status.busy": "2023-12-07T02:12:09.184225Z",
+ "iopub.status.idle": "2023-12-07T02:12:09.190374Z",
+ "shell.execute_reply": "2023-12-07T02:12:09.189367Z"
},
"tags": []
},
@@ -274,7 +274,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f66f5eb0",
+ "id": "74ff0bcc",
"metadata": {
"deletable": true,
"editable": true
@@ -292,10 +292,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:56.044451Z",
- "iopub.status.busy": "2023-12-06T02:03:56.043450Z",
- "iopub.status.idle": "2023-12-06T02:03:56.051611Z",
- "shell.execute_reply": "2023-12-06T02:03:56.050592Z"
+ "iopub.execute_input": "2023-12-07T02:12:09.627750Z",
+ "iopub.status.busy": "2023-12-07T02:12:09.627750Z",
+ "iopub.status.idle": "2023-12-07T02:12:09.634048Z",
+ "shell.execute_reply": "2023-12-07T02:12:09.633037Z"
},
"tags": []
},
@@ -307,7 +307,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f750fa24",
+ "id": "224644c7",
"metadata": {
"deletable": true,
"editable": true
@@ -325,10 +325,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:56.470791Z",
- "iopub.status.busy": "2023-12-06T02:03:56.469790Z",
- "iopub.status.idle": "2023-12-06T02:03:56.476150Z",
- "shell.execute_reply": "2023-12-06T02:03:56.475136Z"
+ "iopub.execute_input": "2023-12-07T02:12:09.995374Z",
+ "iopub.status.busy": "2023-12-07T02:12:09.995374Z",
+ "iopub.status.idle": "2023-12-07T02:12:10.001170Z",
+ "shell.execute_reply": "2023-12-07T02:12:10.000158Z"
},
"tags": []
},
@@ -340,7 +340,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "41c1c00d",
+ "id": "0b371d02",
"metadata": {
"deletable": true,
"editable": true
@@ -358,10 +358,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:56.667108Z",
- "iopub.status.busy": "2023-12-06T02:03:56.667108Z",
- "iopub.status.idle": "2023-12-06T02:03:56.673461Z",
- "shell.execute_reply": "2023-12-06T02:03:56.672450Z"
+ "iopub.execute_input": "2023-12-07T02:12:10.185685Z",
+ "iopub.status.busy": "2023-12-07T02:12:10.185685Z",
+ "iopub.status.idle": "2023-12-07T02:12:10.191616Z",
+ "shell.execute_reply": "2023-12-07T02:12:10.190604Z"
},
"tags": []
},
@@ -373,7 +373,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4f9282ef",
+ "id": "9e19d8ab",
"metadata": {
"deletable": true,
"editable": true
@@ -391,10 +391,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:56.988463Z",
- "iopub.status.busy": "2023-12-06T02:03:56.988463Z",
- "iopub.status.idle": "2023-12-06T02:03:56.995411Z",
- "shell.execute_reply": "2023-12-06T02:03:56.994394Z"
+ "iopub.execute_input": "2023-12-07T02:12:10.473791Z",
+ "iopub.status.busy": "2023-12-07T02:12:10.473791Z",
+ "iopub.status.idle": "2023-12-07T02:12:10.480068Z",
+ "shell.execute_reply": "2023-12-07T02:12:10.479055Z"
},
"tags": []
},
@@ -406,7 +406,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "127e337f",
+ "id": "061b2f5a",
"metadata": {
"deletable": true,
"editable": true
@@ -424,10 +424,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:57.187939Z",
- "iopub.status.busy": "2023-12-06T02:03:57.187939Z",
- "iopub.status.idle": "2023-12-06T02:03:57.195025Z",
- "shell.execute_reply": "2023-12-06T02:03:57.194016Z"
+ "iopub.execute_input": "2023-12-07T02:12:10.657059Z",
+ "iopub.status.busy": "2023-12-07T02:12:10.657059Z",
+ "iopub.status.idle": "2023-12-07T02:12:10.663001Z",
+ "shell.execute_reply": "2023-12-07T02:12:10.661989Z"
},
"tags": []
},
@@ -439,7 +439,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8da607cd",
+ "id": "f49fe4da",
"metadata": {
"deletable": true,
"editable": true
@@ -457,10 +457,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:57.402798Z",
- "iopub.status.busy": "2023-12-06T02:03:57.401798Z",
- "iopub.status.idle": "2023-12-06T02:03:57.408788Z",
- "shell.execute_reply": "2023-12-06T02:03:57.407778Z"
+ "iopub.execute_input": "2023-12-07T02:12:10.842863Z",
+ "iopub.status.busy": "2023-12-07T02:12:10.842863Z",
+ "iopub.status.idle": "2023-12-07T02:12:10.849808Z",
+ "shell.execute_reply": "2023-12-07T02:12:10.849032Z"
},
"tags": []
},
@@ -472,7 +472,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5106a850",
+ "id": "ce515c5f",
"metadata": {
"deletable": true,
"editable": true
@@ -490,10 +490,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:57.795608Z",
- "iopub.status.busy": "2023-12-06T02:03:57.795608Z",
- "iopub.status.idle": "2023-12-06T02:03:57.803382Z",
- "shell.execute_reply": "2023-12-06T02:03:57.802371Z"
+ "iopub.execute_input": "2023-12-07T02:12:11.222892Z",
+ "iopub.status.busy": "2023-12-07T02:12:11.222892Z",
+ "iopub.status.idle": "2023-12-07T02:12:11.230280Z",
+ "shell.execute_reply": "2023-12-07T02:12:11.229265Z"
},
"tags": []
},
@@ -510,10 +510,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:57.807385Z",
- "iopub.status.busy": "2023-12-06T02:03:57.807385Z",
- "iopub.status.idle": "2023-12-06T02:03:57.815281Z",
- "shell.execute_reply": "2023-12-06T02:03:57.814268Z"
+ "iopub.execute_input": "2023-12-07T02:12:11.234275Z",
+ "iopub.status.busy": "2023-12-07T02:12:11.234275Z",
+ "iopub.status.idle": "2023-12-07T02:12:11.242461Z",
+ "shell.execute_reply": "2023-12-07T02:12:11.241432Z"
},
"tags": []
},
@@ -545,10 +545,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:57.820292Z",
- "iopub.status.busy": "2023-12-06T02:03:57.820292Z",
- "iopub.status.idle": "2023-12-06T02:03:59.805333Z",
- "shell.execute_reply": "2023-12-06T02:03:59.804313Z"
+ "iopub.execute_input": "2023-12-07T02:12:11.246461Z",
+ "iopub.status.busy": "2023-12-07T02:12:11.246461Z",
+ "iopub.status.idle": "2023-12-07T02:12:12.888374Z",
+ "shell.execute_reply": "2023-12-07T02:12:12.887365Z"
},
"lines_to_next_cell": 0,
"tags": []
@@ -570,10 +570,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:03:59.810346Z",
- "iopub.status.busy": "2023-12-06T02:03:59.809330Z",
- "iopub.status.idle": "2023-12-06T02:03:59.843720Z",
- "shell.execute_reply": "2023-12-06T02:03:59.842690Z"
+ "iopub.execute_input": "2023-12-07T02:12:12.895377Z",
+ "iopub.status.busy": "2023-12-07T02:12:12.895377Z",
+ "iopub.status.idle": "2023-12-07T02:12:12.924448Z",
+ "shell.execute_reply": "2023-12-07T02:12:12.923441Z"
},
"tags": []
},
@@ -587,7 +587,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "99b71cbd",
+ "id": "63fc47c8",
"metadata": {
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@@ -626,10 +626,10 @@
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- "shell.execute_reply": "2023-12-06T02:04:00.301874Z"
+ "iopub.execute_input": "2023-12-07T02:12:13.315441Z",
+ "iopub.status.busy": "2023-12-07T02:12:13.315441Z",
+ "iopub.status.idle": "2023-12-07T02:12:13.337845Z",
+ "shell.execute_reply": "2023-12-07T02:12:13.336837Z"
},
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@@ -641,7 +641,7 @@
{
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- "id": "4a3a6df7",
+ "id": "46dbda26",
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@@ -687,10 +687,10 @@
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- "iopub.status.idle": "2023-12-06T02:04:00.813960Z",
- "shell.execute_reply": "2023-12-06T02:04:00.812942Z"
+ "iopub.execute_input": "2023-12-07T02:12:13.741827Z",
+ "iopub.status.busy": "2023-12-07T02:12:13.741827Z",
+ "iopub.status.idle": "2023-12-07T02:12:13.755704Z",
+ "shell.execute_reply": "2023-12-07T02:12:13.754466Z"
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@@ -702,7 +702,7 @@
{
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- "id": "843f8cfe",
+ "id": "84836624",
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@@ -754,10 +754,10 @@
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- "shell.execute_reply": "2023-12-06T02:04:01.363206Z"
+ "iopub.execute_input": "2023-12-07T02:12:14.136464Z",
+ "iopub.status.busy": "2023-12-07T02:12:14.136464Z",
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+ "shell.execute_reply": "2023-12-07T02:12:14.148803Z"
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@@ -769,7 +769,7 @@
{
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- "id": "85bf6174",
+ "id": "58e68fd6",
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@@ -817,10 +817,10 @@
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- "shell.execute_reply": "2023-12-06T02:04:01.865331Z"
+ "iopub.execute_input": "2023-12-07T02:12:14.529483Z",
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@@ -832,7 +832,7 @@
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@@ -888,10 +888,10 @@
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- "shell.execute_reply": "2023-12-06T02:04:02.828564Z"
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@@ -910,7 +910,7 @@
{
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- "id": "c9ab8487",
+ "id": "1bde06bf",
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@@ -944,7 +944,7 @@
}
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- "id": "d4abe7f3",
+ "id": "26bd5e92",
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@@ -963,10 +963,10 @@
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- "shell.execute_reply": "2023-12-06T02:04:04.820285Z"
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@@ -1014,10 +1014,10 @@
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- "shell.execute_reply": "2023-12-06T02:04:04.839085Z"
+ "iopub.execute_input": "2023-12-07T02:12:16.021871Z",
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@@ -1030,7 +1030,7 @@
{
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- "id": "f2c68ec1",
+ "id": "7bb12427",
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@@ -1064,7 +1064,7 @@
}
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- "id": "dbf8c7e3",
+ "id": "b7d2709a",
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@@ -1083,10 +1083,10 @@
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- "shell.execute_reply": "2023-12-06T02:04:06.713486Z"
+ "iopub.execute_input": "2023-12-07T02:12:16.851991Z",
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@@ -1132,10 +1132,10 @@
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@@ -1147,7 +1147,7 @@
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@@ -1178,10 +1178,10 @@
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+ "iopub.execute_input": "2023-12-07T02:12:17.502426Z",
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@@ -1194,7 +1194,7 @@
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+ "id": "980bd4b4",
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@@ -1228,7 +1228,7 @@
}
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- "id": "96abb04b",
+ "id": "fb22fc1a",
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@@ -1247,10 +1247,10 @@
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- "shell.execute_reply": "2023-12-06T02:04:08.768964Z"
+ "iopub.execute_input": "2023-12-07T02:12:18.436675Z",
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@@ -1281,10 +1281,10 @@
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- "shell.execute_reply": "2023-12-06T02:04:08.788575Z"
+ "iopub.execute_input": "2023-12-07T02:12:18.693588Z",
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@@ -1297,7 +1297,7 @@
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+ "id": "cf7160f9",
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@@ -1331,7 +1331,7 @@
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+ "id": "b8c6cfca",
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@@ -1350,10 +1350,10 @@
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+ "iopub.execute_input": "2023-12-07T02:12:19.474346Z",
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@@ -1390,10 +1390,10 @@
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+ "iopub.execute_input": "2023-12-07T02:12:19.711180Z",
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@@ -1406,7 +1406,7 @@
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@@ -1440,7 +1440,7 @@
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+ "id": "606932c6",
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@@ -1459,10 +1459,10 @@
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- "shell.execute_reply": "2023-12-06T02:04:12.062640Z"
+ "iopub.execute_input": "2023-12-07T02:12:20.584364Z",
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@@ -1515,10 +1515,10 @@
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+ "iopub.execute_input": "2023-12-07T02:12:20.811704Z",
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@@ -1530,7 +1530,7 @@
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@@ -1574,10 +1574,10 @@
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+ "iopub.execute_input": "2023-12-07T02:12:21.184195Z",
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@@ -1589,7 +1589,7 @@
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- "id": "3ef4f690",
+ "id": "b68f7252",
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@@ -1640,10 +1640,10 @@
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+ "iopub.execute_input": "2023-12-07T02:12:21.554330Z",
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@@ -1655,7 +1655,7 @@
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- "id": "59ab8ce4",
+ "id": "9a5da3ad",
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@@ -1675,7 +1675,12 @@
"source": [
"**Question 14:** Among the institutions ranked within the **top** *300* in the `Year` *2023*, find the **average** `Citations per International` for **each** `Country`.\n",
"\n",
- "You **must** display the columns `Country` and `Average Citations per International` representing the **average** of `Citations per International` for **each** `Country`. The rows **must** be in *descending* order of `Average Citations per International`.\n",
+ "You **must** display the columns `Country` and `Average Citations per International` representing the **average** of `Citations per International` for **each** `Country`. The rows **must** be in *descending* order of `Average Citations per International`. You **must** **omit** rows where `Citations per International` and `International Faculty` columns are **missing** by using the clause:\n",
+ "\n",
+ "```sql\n",
+ "WHERE (`Citations per Faculty` IS NOT NULL AND `International Faculty` IS NOT NULL)\n",
+ "```\n",
+ "\n",
"\n",
"**Hint:** To find the **average**, you can use `SUM()` and `COUNT()` or you can simply use `AVG()`.\n",
"\n",
@@ -1703,10 +1708,10 @@
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@@ -1718,7 +1723,7 @@
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- "id": "bd23b46b",
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@@ -1770,10 +1775,10 @@
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- "shell.execute_reply": "2023-12-06T02:04:14.013299Z"
+ "iopub.execute_input": "2023-12-07T02:12:22.367420Z",
+ "iopub.status.busy": "2023-12-07T02:12:22.367420Z",
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@@ -1785,7 +1790,7 @@
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@@ -1818,10 +1823,10 @@
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- "shell.execute_reply": "2023-12-06T02:04:14.451254Z"
+ "iopub.execute_input": "2023-12-07T02:12:22.777526Z",
+ "iopub.status.busy": "2023-12-07T02:12:22.777526Z",
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@@ -1834,7 +1839,7 @@
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@@ -1870,7 +1875,7 @@
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"cell_type": "markdown",
- "id": "a52f1633",
+ "id": "d5a5b39a",
"metadata": {
"deletable": true,
"editable": true
@@ -1889,10 +1894,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:04:15.249612Z",
- "iopub.status.busy": "2023-12-06T02:04:15.249612Z",
- "iopub.status.idle": "2023-12-06T02:04:15.635174Z",
- "shell.execute_reply": "2023-12-06T02:04:15.634163Z"
+ "iopub.execute_input": "2023-12-07T02:12:23.514947Z",
+ "iopub.status.busy": "2023-12-07T02:12:23.514947Z",
+ "iopub.status.idle": "2023-12-07T02:12:23.884101Z",
+ "shell.execute_reply": "2023-12-07T02:12:23.883092Z"
},
"tags": []
},
@@ -1922,10 +1927,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:04:15.639193Z",
- "iopub.status.busy": "2023-12-06T02:04:15.639193Z",
- "iopub.status.idle": "2023-12-06T02:04:15.657191Z",
- "shell.execute_reply": "2023-12-06T02:04:15.656161Z"
+ "iopub.execute_input": "2023-12-07T02:12:23.888316Z",
+ "iopub.status.busy": "2023-12-07T02:12:23.888316Z",
+ "iopub.status.idle": "2023-12-07T02:12:23.905705Z",
+ "shell.execute_reply": "2023-12-07T02:12:23.904678Z"
},
"tags": []
},
@@ -1938,7 +1943,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "222b0f7d",
+ "id": "9bcd5432",
"metadata": {
"deletable": true,
"editable": true
@@ -1972,7 +1977,7 @@
}
},
"cell_type": "markdown",
- "id": "5fef6ac8",
+ "id": "ad4a3871",
"metadata": {
"deletable": true,
"editable": true
@@ -1991,10 +1996,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:04:16.865229Z",
- "iopub.status.busy": "2023-12-06T02:04:16.864229Z",
- "iopub.status.idle": "2023-12-06T02:04:17.195715Z",
- "shell.execute_reply": "2023-12-06T02:04:17.194705Z"
+ "iopub.execute_input": "2023-12-07T02:12:24.979630Z",
+ "iopub.status.busy": "2023-12-07T02:12:24.979630Z",
+ "iopub.status.idle": "2023-12-07T02:12:25.271818Z",
+ "shell.execute_reply": "2023-12-07T02:12:25.270807Z"
},
"tags": []
},
@@ -2023,10 +2028,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:04:17.200717Z",
- "iopub.status.busy": "2023-12-06T02:04:17.199734Z",
- "iopub.status.idle": "2023-12-06T02:04:17.204991Z",
- "shell.execute_reply": "2023-12-06T02:04:17.203961Z"
+ "iopub.execute_input": "2023-12-07T02:12:25.275837Z",
+ "iopub.status.busy": "2023-12-07T02:12:25.275837Z",
+ "iopub.status.idle": "2023-12-07T02:12:25.279330Z",
+ "shell.execute_reply": "2023-12-07T02:12:25.279330Z"
}
},
"outputs": [],
@@ -2056,10 +2061,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:04:17.208991Z",
- "iopub.status.busy": "2023-12-06T02:04:17.208991Z",
- "iopub.status.idle": "2023-12-06T02:04:17.226270Z",
- "shell.execute_reply": "2023-12-06T02:04:17.225257Z"
+ "iopub.execute_input": "2023-12-07T02:12:25.284361Z",
+ "iopub.status.busy": "2023-12-07T02:12:25.283341Z",
+ "iopub.status.idle": "2023-12-07T02:12:25.298991Z",
+ "shell.execute_reply": "2023-12-07T02:12:25.298991Z"
},
"tags": []
},
@@ -2072,7 +2077,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1edf4354",
+ "id": "4704ad27",
"metadata": {
"deletable": true,
"editable": true
@@ -2106,7 +2111,7 @@
}
},
"cell_type": "markdown",
- "id": "c03f9c32",
+ "id": "28288ac7",
"metadata": {
"deletable": true,
"editable": true
@@ -2125,10 +2130,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:04:18.287969Z",
- "iopub.status.busy": "2023-12-06T02:04:18.287969Z",
- "iopub.status.idle": "2023-12-06T02:04:18.631761Z",
- "shell.execute_reply": "2023-12-06T02:04:18.630750Z"
+ "iopub.execute_input": "2023-12-07T02:12:26.239032Z",
+ "iopub.status.busy": "2023-12-07T02:12:26.239032Z",
+ "iopub.status.idle": "2023-12-07T02:12:26.532616Z",
+ "shell.execute_reply": "2023-12-07T02:12:26.532616Z"
},
"tags": []
},
@@ -2175,10 +2180,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:04:18.636781Z",
- "iopub.status.busy": "2023-12-06T02:04:18.635766Z",
- "iopub.status.idle": "2023-12-06T02:04:18.644521Z",
- "shell.execute_reply": "2023-12-06T02:04:18.644521Z"
+ "iopub.execute_input": "2023-12-07T02:12:26.537626Z",
+ "iopub.status.busy": "2023-12-07T02:12:26.537626Z",
+ "iopub.status.idle": "2023-12-07T02:12:26.546237Z",
+ "shell.execute_reply": "2023-12-07T02:12:26.546237Z"
},
"tags": []
},
@@ -2190,7 +2195,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b3f2fc1f",
+ "id": "cd3d9edd",
"metadata": {
"deletable": true,
"editable": true
@@ -2219,10 +2224,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:04:19.032462Z",
- "iopub.status.busy": "2023-12-06T02:04:19.032462Z",
- "iopub.status.idle": "2023-12-06T02:04:19.037548Z",
- "shell.execute_reply": "2023-12-06T02:04:19.036516Z"
+ "iopub.execute_input": "2023-12-07T02:12:26.917794Z",
+ "iopub.status.busy": "2023-12-07T02:12:26.917794Z",
+ "iopub.status.idle": "2023-12-07T02:12:26.924622Z",
+ "shell.execute_reply": "2023-12-07T02:12:26.922609Z"
}
},
"outputs": [],
@@ -2247,7 +2252,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "71138c9d",
+ "id": "7ae77097",
"metadata": {
"deletable": true,
"editable": true
@@ -2281,7 +2286,7 @@
}
},
"cell_type": "markdown",
- "id": "e2e8acfe",
+ "id": "a8adbf55",
"metadata": {
"deletable": true,
"editable": true
@@ -2300,10 +2305,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:04:19.644413Z",
- "iopub.status.busy": "2023-12-06T02:04:19.643408Z",
- "iopub.status.idle": "2023-12-06T02:04:19.893611Z",
- "shell.execute_reply": "2023-12-06T02:04:19.892597Z"
+ "iopub.execute_input": "2023-12-07T02:12:27.484428Z",
+ "iopub.status.busy": "2023-12-07T02:12:27.484428Z",
+ "iopub.status.idle": "2023-12-07T02:12:27.708462Z",
+ "shell.execute_reply": "2023-12-07T02:12:27.706431Z"
},
"tags": []
},
@@ -2331,10 +2336,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:04:19.897610Z",
- "iopub.status.busy": "2023-12-06T02:04:19.897610Z",
- "iopub.status.idle": "2023-12-06T02:04:19.902753Z",
- "shell.execute_reply": "2023-12-06T02:04:19.901738Z"
+ "iopub.execute_input": "2023-12-07T02:12:27.712457Z",
+ "iopub.status.busy": "2023-12-07T02:12:27.712457Z",
+ "iopub.status.idle": "2023-12-07T02:12:27.717422Z",
+ "shell.execute_reply": "2023-12-07T02:12:27.716413Z"
}
},
"outputs": [],
@@ -2364,10 +2369,10 @@
"deletable": true,
"editable": true,
"execution": {
- "iopub.execute_input": "2023-12-06T02:04:19.906753Z",
- "iopub.status.busy": "2023-12-06T02:04:19.906753Z",
- "iopub.status.idle": "2023-12-06T02:04:19.912111Z",
- "shell.execute_reply": "2023-12-06T02:04:19.911080Z"
+ "iopub.execute_input": "2023-12-07T02:12:27.721421Z",
+ "iopub.status.busy": "2023-12-07T02:12:27.721421Z",
+ "iopub.status.idle": "2023-12-07T02:12:27.725543Z",
+ "shell.execute_reply": "2023-12-07T02:12:27.725543Z"
},
"tags": []
},
@@ -2379,7 +2384,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d15acc12",
+ "id": "56864cae",
"metadata": {
"deletable": true,
"editable": true
@@ -2392,7 +2397,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "31e91cf5",
+ "id": "9749e162",
"metadata": {
"deletable": true,
"editable": true
@@ -2404,7 +2409,7 @@
},
{
"cell_type": "markdown",
- "id": "e6fcd2b1",
+ "id": "d3e8f2ff",
"metadata": {
"deletable": false,
"editable": false
@@ -2427,7 +2432,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b1654071",
+ "id": "543cfb4a",
"metadata": {
"cell_type": "code",
"deletable": false,
@@ -2443,7 +2448,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4222e304",
+ "id": "182271b2",
"metadata": {
"cell_type": "code",
"deletable": false,
@@ -2457,7 +2462,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b5d0f665",
+ "id": "a1856374",
"metadata": {
"cell_type": "code",
"deletable": false,
@@ -2471,7 +2476,7 @@
},
{
"cell_type": "markdown",
- "id": "9928e030",
+ "id": "1ff826ca",
"metadata": {
"deletable": false,
"editable": false
@@ -2698,7 +2703,7 @@
{
"cases": [
{
- "code": ">>> public_tests.check('q10', top_ranked_inter_faculty[[\"Faculty Student\", \"International Students\"]].reset_index(drop=True))\nAll test cases passed!\n",
+ "code": ">>> public_tests.check('q10', top_ranked_inter_faculty.sort_values(by=[\"Faculty Student\", \"International Students\"], ascending=[False, False])[[\"Faculty Student\", \"International Students\"]].reset_index(drop=True))\nAll test cases passed!\n",
"hidden": false,
"locked": false
},
@@ -2939,7 +2944,7 @@
{
"cases": [
{
- "code": ">>> public_tests.check('q17', overall_rank[[\"Rank\", \"Overall\", \"fit\"]].reset_index(drop=True))\nAll test cases passed!\n",
+ "code": ">>> public_tests.check('q17', overall_rank.sort_values(by=[\"Rank\", \"Overall\", \"fit\"], ascending=(True, False, False))[[\"Rank\", \"Overall\", \"fit\"]].reset_index(drop=True))\nAll test cases passed!\n",
"hidden": false,
"locked": false
},
@@ -2982,7 +2987,7 @@
{
"cases": [
{
- "code": ">>> public_tests.check('q18', inverse_overall_rank[[\"Rank\", \"Inverse Overall\", \"fit\"]].reset_index(drop=True))\nAll test cases passed!\n",
+ "code": ">>> public_tests.check('q18', inverse_overall_rank.sort_values(by=[\"Rank\", \"Inverse Overall\", \"fit\"], ascending=(True, False, False))[[\"Rank\", \"Inverse Overall\", \"fit\"]].reset_index(drop=True))\nAll test cases passed!\n",
"hidden": false,
"locked": false
},
@@ -3301,7 +3306,7 @@
{
"cases": [
{
- "code": ">>> public_tests.check('q8', citations_overall.reset_index(drop=True))\nAll test cases passed!\n",
+ "code": ">>> public_tests.check('q8', citations_overall.sort_values(by=['Citations per Faculty', 'Overall'], ascending=[False, False]).reset_index(drop=True))\nAll test cases passed!\n",
"hidden": false,
"locked": false
},
@@ -3344,7 +3349,7 @@
{
"cases": [
{
- "code": ">>> public_tests.check('q9', reputations_usa.reset_index(drop=True))\nAll test cases passed!\n",
+ "code": ">>> public_tests.check('q9', reputations_usa.sort_values(by=['Academic Reputation', 'Employer Reputation'], ascending=[False, False]).reset_index(drop=True))\nAll test cases passed!\n",
"hidden": false,
"locked": false
},
diff --git a/p13/public_tests.py b/p13/public_tests.py
index 11b5a81..8752daf 100644
--- a/p13/public_tests.py
+++ b/p13/public_tests.py
@@ -12,8 +12,7 @@ if os.path.exists(HIDDEN_FILE):
# -
MAX_FILE_SIZE = 750 # units - KB
-REL_TOL = 6e-04 # relative tolerance for floats
-ABS_TOL = 15e-03 # absolute tolerance for floats
+REL_TOL = 0.05 #6e-04 # relative tolerance for floats
TOTAL_SCORE = 100 # total score for the project
DF_FILE = 'expected_dfs.html'
--
GitLab