diff --git a/p13/README.md b/p13/README.md
index 2358531f7a4a299b0eada2b6578146827a6b6804..89903bd5eeb8b61e4cc9bd95bfc74df485ebb02e 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 4289cf091a6245b0f7a5df40ded4dea795bf9889..fa95764df0dbec45c1f269c3480205ebadc0de72 100644
--- a/p13/expected_dfs.html
+++ b/p13/expected_dfs.html
@@ -996,10 +996,10 @@
                 1
             </th>
             <td>
-                92.3
+                100.0
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-                99.2
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         <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
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             <td>
-                98.3
+                87.0
             </td>
         </tr>
         <tr>
@@ -1029,10 +1029,10 @@
                 4
             </th>
             <td>
-                99.9
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             </td>
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         </tr>
         <tr>
@@ -1040,10 +1040,10 @@
                 5
             </th>
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-                97.8
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             </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
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             </td>
             <td>
-                92.7
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             </td>
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         <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
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         <tr>
@@ -1106,10 +1106,10 @@
                 11
             </th>
             <td>
-                68.4
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         <tr>
@@ -1117,10 +1117,10 @@
                 12
             </th>
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         <tr>
@@ -1128,10 +1128,10 @@
                 13
             </th>
             <td>
-                92.1
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             <td>
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         <tr>
@@ -1139,10 +1139,10 @@
                 14
             </th>
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         <tr>
@@ -1150,10 +1150,10 @@
                 15
             </th>
             <td>
-                45.8
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             </td>
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-                87.7
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             </td>
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         <tr>
@@ -1161,10 +1161,10 @@
                 16
             </th>
             <td>
-                97.5
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             </td>
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@@ -1172,10 +1172,10 @@
                 17
             </th>
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-                100.0
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@@ -1183,10 +1183,10 @@
                 18
             </th>
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-                95.9
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@@ -1194,10 +1194,10 @@
                 19
             </th>
             <td>
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             </td>
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@@ -1205,10 +1205,10 @@
                 20
             </th>
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@@ -1216,10 +1216,10 @@
                 21
             </th>
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@@ -1227,10 +1227,10 @@
                 22
             </th>
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@@ -1238,10 +1238,10 @@
                 23
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@@ -1249,10 +1249,10 @@
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@@ -1260,10 +1260,10 @@
                 25
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@@ -1271,10 +1271,10 @@
                 26
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@@ -1282,10 +1282,10 @@
                 27
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@@ -1293,10 +1293,10 @@
                 28
             </th>
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@@ -1304,10 +1304,10 @@
                 29
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@@ -1315,10 +1315,10 @@
                 30
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@@ -1326,10 +1326,10 @@
                 31
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@@ -1337,10 +1337,10 @@
                 32
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@@ -1348,10 +1348,10 @@
                 33
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@@ -1359,10 +1359,10 @@
                 34
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@@ -1370,10 +1370,10 @@
                 35
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@@ -1381,10 +1381,10 @@
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@@ -1414,10 +1414,10 @@
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@@ -1425,10 +1425,10 @@
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@@ -1436,10 +1436,10 @@
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@@ -1942,10 +1942,10 @@
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@@ -1953,10 +1953,10 @@
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@@ -1964,10 +1964,10 @@
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@@ -1975,10 +1975,10 @@
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@@ -1986,10 +1986,10 @@
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@@ -1997,10 +1997,10 @@
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         </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
index d30b97d8d2adcaf804ef23e00663c6dbc3c255ea..6b8ca2e62967da3f8a598ac3ee8a2c532fd7f890 100644
Binary files a/p13/images/q16.jpg and b/p13/images/q16.jpg differ
diff --git a/p13/p13.ipynb b/p13/p13.ipynb
index 52f966f29eca996989c16ad6fdd8373e84ad4fc9..9fd98f72215bf8c232cf76aa6d3332cf06742aed 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": {
     "deletable": true,
     "editable": true
@@ -626,10 +626,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:00.277311Z",
-     "iopub.status.busy": "2023-12-06T02:04:00.277311Z",
-     "iopub.status.idle": "2023-12-06T02:04:00.302892Z",
-     "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"
     },
     "tags": []
    },
@@ -641,7 +641,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4a3a6df7",
+   "id": "46dbda26",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -687,10 +687,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:00.799683Z",
-     "iopub.status.busy": "2023-12-06T02:04:00.798686Z",
-     "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"
     },
     "tags": []
    },
@@ -702,7 +702,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "843f8cfe",
+   "id": "84836624",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -754,10 +754,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:01.349049Z",
-     "iopub.status.busy": "2023-12-06T02:04:01.348049Z",
-     "iopub.status.idle": "2023-12-06T02:04:01.364219Z",
-     "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",
+     "iopub.status.idle": "2023-12-07T02:12:14.149809Z",
+     "shell.execute_reply": "2023-12-07T02:12:14.148803Z"
     },
     "tags": []
    },
@@ -769,7 +769,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "85bf6174",
+   "id": "58e68fd6",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -817,10 +817,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:01.852740Z",
-     "iopub.status.busy": "2023-12-06T02:04:01.852740Z",
-     "iopub.status.idle": "2023-12-06T02:04:01.866351Z",
-     "shell.execute_reply": "2023-12-06T02:04:01.865331Z"
+     "iopub.execute_input": "2023-12-07T02:12:14.529483Z",
+     "iopub.status.busy": "2023-12-07T02:12:14.529483Z",
+     "iopub.status.idle": "2023-12-07T02:12:14.541942Z",
+     "shell.execute_reply": "2023-12-07T02:12:14.540928Z"
     },
     "tags": []
    },
@@ -832,7 +832,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "b4d31724",
+   "id": "65f88652",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -888,10 +888,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:02.800490Z",
-     "iopub.status.busy": "2023-12-06T02:04:02.799491Z",
-     "iopub.status.idle": "2023-12-06T02:04:02.831577Z",
-     "shell.execute_reply": "2023-12-06T02:04:02.828564Z"
+     "iopub.execute_input": "2023-12-07T02:12:14.921037Z",
+     "iopub.status.busy": "2023-12-07T02:12:14.921037Z",
+     "iopub.status.idle": "2023-12-07T02:12:14.936662Z",
+     "shell.execute_reply": "2023-12-07T02:12:14.935645Z"
     },
     "tags": []
    },
@@ -910,7 +910,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c9ab8487",
+   "id": "1bde06bf",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -944,7 +944,7 @@
     }
    },
    "cell_type": "markdown",
-   "id": "d4abe7f3",
+   "id": "26bd5e92",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -963,10 +963,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:04.352427Z",
-     "iopub.status.busy": "2023-12-06T02:04:04.351426Z",
-     "iopub.status.idle": "2023-12-06T02:04:04.821298Z",
-     "shell.execute_reply": "2023-12-06T02:04:04.820285Z"
+     "iopub.execute_input": "2023-12-07T02:12:15.661702Z",
+     "iopub.status.busy": "2023-12-07T02:12:15.660717Z",
+     "iopub.status.idle": "2023-12-07T02:12:16.017877Z",
+     "shell.execute_reply": "2023-12-07T02:12:16.016842Z"
     },
     "tags": []
    },
@@ -1014,10 +1014,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:04.826297Z",
-     "iopub.status.busy": "2023-12-06T02:04:04.826297Z",
-     "iopub.status.idle": "2023-12-06T02:04:04.839085Z",
-     "shell.execute_reply": "2023-12-06T02:04:04.839085Z"
+     "iopub.execute_input": "2023-12-07T02:12:16.021871Z",
+     "iopub.status.busy": "2023-12-07T02:12:16.021871Z",
+     "iopub.status.idle": "2023-12-07T02:12:16.033924Z",
+     "shell.execute_reply": "2023-12-07T02:12:16.033924Z"
     },
     "tags": []
    },
@@ -1030,7 +1030,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f2c68ec1",
+   "id": "7bb12427",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -1064,7 +1064,7 @@
     }
    },
    "cell_type": "markdown",
-   "id": "dbf8c7e3",
+   "id": "b7d2709a",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -1083,10 +1083,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:06.313438Z",
-     "iopub.status.busy": "2023-12-06T02:04:06.312439Z",
-     "iopub.status.idle": "2023-12-06T02:04:06.714496Z",
-     "shell.execute_reply": "2023-12-06T02:04:06.713486Z"
+     "iopub.execute_input": "2023-12-07T02:12:16.851991Z",
+     "iopub.status.busy": "2023-12-07T02:12:16.851991Z",
+     "iopub.status.idle": "2023-12-07T02:12:17.107894Z",
+     "shell.execute_reply": "2023-12-07T02:12:17.107894Z"
     },
     "tags": []
    },
@@ -1132,10 +1132,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:06.719497Z",
-     "iopub.status.busy": "2023-12-06T02:04:06.718495Z",
-     "iopub.status.idle": "2023-12-06T02:04:06.731585Z",
-     "shell.execute_reply": "2023-12-06T02:04:06.731585Z"
+     "iopub.execute_input": "2023-12-07T02:12:17.112905Z",
+     "iopub.status.busy": "2023-12-07T02:12:17.112905Z",
+     "iopub.status.idle": "2023-12-07T02:12:17.126900Z",
+     "shell.execute_reply": "2023-12-07T02:12:17.125869Z"
     },
     "tags": []
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@@ -1147,7 +1147,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e4aebd42",
+   "id": "f030725a",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -1178,10 +1178,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:07.203030Z",
-     "iopub.status.busy": "2023-12-06T02:04:07.202040Z",
-     "iopub.status.idle": "2023-12-06T02:04:07.215728Z",
-     "shell.execute_reply": "2023-12-06T02:04:07.214701Z"
+     "iopub.execute_input": "2023-12-07T02:12:17.502426Z",
+     "iopub.status.busy": "2023-12-07T02:12:17.502426Z",
+     "iopub.status.idle": "2023-12-07T02:12:17.515978Z",
+     "shell.execute_reply": "2023-12-07T02:12:17.514948Z"
     },
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@@ -1194,7 +1194,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "dd63aac8",
+   "id": "980bd4b4",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -1228,7 +1228,7 @@
     }
    },
    "cell_type": "markdown",
-   "id": "96abb04b",
+   "id": "fb22fc1a",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -1247,10 +1247,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
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-     "iopub.status.idle": "2023-12-06T02:04:08.769975Z",
-     "shell.execute_reply": "2023-12-06T02:04:08.768964Z"
+     "iopub.execute_input": "2023-12-07T02:12:18.436675Z",
+     "iopub.status.busy": "2023-12-07T02:12:18.436675Z",
+     "iopub.status.idle": "2023-12-07T02:12:18.688586Z",
+     "shell.execute_reply": "2023-12-07T02:12:18.687578Z"
     },
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@@ -1281,10 +1281,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:08.774980Z",
-     "iopub.status.busy": "2023-12-06T02:04:08.774980Z",
-     "iopub.status.idle": "2023-12-06T02:04:08.789591Z",
-     "shell.execute_reply": "2023-12-06T02:04:08.788575Z"
+     "iopub.execute_input": "2023-12-07T02:12:18.693588Z",
+     "iopub.status.busy": "2023-12-07T02:12:18.692587Z",
+     "iopub.status.idle": "2023-12-07T02:12:18.705860Z",
+     "shell.execute_reply": "2023-12-07T02:12:18.704850Z"
     },
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@@ -1297,7 +1297,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4c0b23e5",
+   "id": "cf7160f9",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -1331,7 +1331,7 @@
     }
    },
    "cell_type": "markdown",
-   "id": "1a338332",
+   "id": "b8c6cfca",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -1350,10 +1350,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:09.984833Z",
-     "iopub.status.busy": "2023-12-06T02:04:09.983833Z",
-     "iopub.status.idle": "2023-12-06T02:04:10.748651Z",
-     "shell.execute_reply": "2023-12-06T02:04:10.747640Z"
+     "iopub.execute_input": "2023-12-07T02:12:19.474346Z",
+     "iopub.status.busy": "2023-12-07T02:12:19.474346Z",
+     "iopub.status.idle": "2023-12-07T02:12:19.707182Z",
+     "shell.execute_reply": "2023-12-07T02:12:19.706170Z"
     },
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@@ -1390,10 +1390,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:10.752670Z",
-     "iopub.status.busy": "2023-12-06T02:04:10.752670Z",
-     "iopub.status.idle": "2023-12-06T02:04:10.768913Z",
-     "shell.execute_reply": "2023-12-06T02:04:10.767883Z"
+     "iopub.execute_input": "2023-12-07T02:12:19.711180Z",
+     "iopub.status.busy": "2023-12-07T02:12:19.711180Z",
+     "iopub.status.idle": "2023-12-07T02:12:19.726324Z",
+     "shell.execute_reply": "2023-12-07T02:12:19.725251Z"
     },
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@@ -1406,7 +1406,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3ef0cdee",
+   "id": "7f7ce28e",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -1440,7 +1440,7 @@
     }
    },
    "cell_type": "markdown",
-   "id": "55c65d85",
+   "id": "606932c6",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -1459,10 +1459,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:11.807627Z",
-     "iopub.status.busy": "2023-12-06T02:04:11.806641Z",
-     "iopub.status.idle": "2023-12-06T02:04:12.063658Z",
-     "shell.execute_reply": "2023-12-06T02:04:12.062640Z"
+     "iopub.execute_input": "2023-12-07T02:12:20.584364Z",
+     "iopub.status.busy": "2023-12-07T02:12:20.584364Z",
+     "iopub.status.idle": "2023-12-07T02:12:20.807685Z",
+     "shell.execute_reply": "2023-12-07T02:12:20.806673Z"
     },
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@@ -1515,10 +1515,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
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-     "iopub.status.busy": "2023-12-06T02:04:12.068653Z",
-     "iopub.status.idle": "2023-12-06T02:04:12.084470Z",
-     "shell.execute_reply": "2023-12-06T02:04:12.082457Z"
+     "iopub.execute_input": "2023-12-07T02:12:20.811704Z",
+     "iopub.status.busy": "2023-12-07T02:12:20.811704Z",
+     "iopub.status.idle": "2023-12-07T02:12:20.820951Z",
+     "shell.execute_reply": "2023-12-07T02:12:20.819920Z"
     },
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@@ -1530,7 +1530,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "1c64060e",
+   "id": "59fbafa2",
    "metadata": {
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     "editable": true
@@ -1574,10 +1574,10 @@
     "deletable": true,
     "editable": true,
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-     "iopub.status.busy": "2023-12-06T02:04:12.569395Z",
-     "iopub.status.idle": "2023-12-06T02:04:12.581179Z",
-     "shell.execute_reply": "2023-12-06T02:04:12.580169Z"
+     "iopub.execute_input": "2023-12-07T02:12:21.184195Z",
+     "iopub.status.busy": "2023-12-07T02:12:21.184195Z",
+     "iopub.status.idle": "2023-12-07T02:12:21.193654Z",
+     "shell.execute_reply": "2023-12-07T02:12:21.193654Z"
     },
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@@ -1589,7 +1589,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3ef4f690",
+   "id": "b68f7252",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -1640,10 +1640,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2023-12-06T02:04:13.021679Z",
-     "iopub.status.busy": "2023-12-06T02:04:13.020678Z",
-     "iopub.status.idle": "2023-12-06T02:04:13.035842Z",
-     "shell.execute_reply": "2023-12-06T02:04:13.035842Z"
+     "iopub.execute_input": "2023-12-07T02:12:21.554330Z",
+     "iopub.status.busy": "2023-12-07T02:12:21.554330Z",
+     "iopub.status.idle": "2023-12-07T02:12:21.568216Z",
+     "shell.execute_reply": "2023-12-07T02:12:21.567185Z"
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@@ -1655,7 +1655,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "59ab8ce4",
+   "id": "9a5da3ad",
    "metadata": {
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     "editable": true
@@ -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 @@
     "deletable": true,
     "editable": true,
     "execution": {
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-     "iopub.status.idle": "2023-12-06T02:04:13.555455Z",
-     "shell.execute_reply": "2023-12-06T02:04:13.554444Z"
+     "iopub.execute_input": "2023-12-07T02:12:21.940142Z",
+     "iopub.status.busy": "2023-12-07T02:12:21.940142Z",
+     "iopub.status.idle": "2023-12-07T02:12:21.955374Z",
+     "shell.execute_reply": "2023-12-07T02:12:21.954347Z"
     },
     "tags": []
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@@ -1718,7 +1723,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "bd23b46b",
+   "id": "db4f03e4",
    "metadata": {
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     "editable": true
@@ -1770,10 +1775,10 @@
     "deletable": true,
     "editable": true,
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-     "iopub.status.busy": "2023-12-06T02:04:13.992131Z",
-     "iopub.status.idle": "2023-12-06T02:04:14.014310Z",
-     "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",
+     "iopub.status.idle": "2023-12-07T02:12:22.386841Z",
+     "shell.execute_reply": "2023-12-07T02:12:22.385810Z"
     },
     "tags": []
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@@ -1785,7 +1790,7 @@
   {
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    "execution_count": null,
-   "id": "e5840a0e",
+   "id": "b87683f3",
    "metadata": {
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     "editable": true
@@ -1818,10 +1823,10 @@
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     "editable": true,
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-     "iopub.status.busy": "2023-12-06T02:04:14.430798Z",
-     "iopub.status.idle": "2023-12-06T02:04:14.452264Z",
-     "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",
+     "iopub.status.idle": "2023-12-07T02:12:22.791573Z",
+     "shell.execute_reply": "2023-12-07T02:12:22.790544Z"
     },
     "tags": []
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@@ -1834,7 +1839,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4963ed8f",
+   "id": "8941e634",
    "metadata": {
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     "editable": true
@@ -1870,7 +1875,7 @@
     }
    },
    "cell_type": "markdown",
-   "id": "a52f1633",
+   "id": "d5a5b39a",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -1889,10 +1894,10 @@
     "deletable": true,
     "editable": true,
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-     "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": []
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@@ -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": []
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@@ -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": {
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     "editable": true
@@ -2106,7 +2111,7 @@
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    },
    "cell_type": "markdown",
-   "id": "c03f9c32",
+   "id": "28288ac7",
    "metadata": {
     "deletable": true,
     "editable": true
@@ -2125,10 +2130,10 @@
     "deletable": true,
     "editable": true,
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-     "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": []
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@@ -2175,10 +2180,10 @@
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     "editable": true,
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-     "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": {
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     "editable": true
@@ -2219,10 +2224,10 @@
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     "editable": true,
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-     "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 11b5a81d36b934530e302d40b0f5c53cdcf0bb9f..8752dafe49e0ca2d6613b09ddec75322e4551c5e 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'