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 </td> <td> - 99.2 + 98.3 </td> </tr> <tr> @@ -1007,10 +1007,10 @@ 2 </th> <td> - 90.6 + 100.0 </td> <td> - 98.9 + 87.8 </td> </tr> <tr> @@ -1021,7 +1021,7 @@ 100.0 </td> <td> - 98.3 + 87.0 </td> </tr> <tr> @@ -1029,10 +1029,10 @@ 4 </th> <td> - 99.9 + 100.0 </td> <td> - 98.1 + 42.1 </td> </tr> <tr> @@ -1040,10 +1040,10 @@ 5 </th> <td> - 94.0 + 100.0 </td> <td> - 97.8 + 34.0 </td> </tr> <tr> @@ -1051,10 +1051,10 @@ 6 </th> <td> - 98.9 + 100.0 </td> <td> - 93.3 + 32.6 </td> </tr> <tr> @@ -1062,10 +1062,10 @@ 7 </th> <td> - 93.2 + 99.9 </td> <td> - 92.7 + 98.1 </td> </tr> <tr> @@ -1073,10 +1073,10 @@ 8 </th> <td> - 74.3 + 99.9 </td> <td> - 92.4 + 90.4 </td> </tr> <tr> @@ -1087,7 +1087,7 @@ 99.9 </td> <td> - 90.4 + 73.7 </td> </tr> <tr> @@ -1095,10 +1095,10 @@ 10 </th> <td> - 78.5 + 99.9 </td> <td> - 90.3 + 67.7 </td> </tr> <tr> @@ -1106,10 +1106,10 @@ 11 </th> <td> - 68.4 + 99.9 </td> <td> - 89.4 + 43.9 </td> </tr> <tr> @@ -1117,10 +1117,10 @@ 12 </th> <td> - 99.1 + 99.8 </td> <td> - 89.3 + 29.5 </td> </tr> <tr> @@ -1128,10 +1128,10 @@ 13 </th> <td> - 92.1 + 99.8 </td> <td> - 87.9 + 26.5 </td> </tr> <tr> @@ -1139,10 +1139,10 @@ 14 </th> <td> - 100.0 + 99.7 </td> <td> - 87.8 + 30.0 </td> </tr> <tr> @@ -1150,10 +1150,10 @@ 15 </th> <td> - 45.8 + 99.4 </td> <td> - 87.7 + 74.3 </td> </tr> <tr> @@ -1161,10 +1161,10 @@ 16 </th> <td> - 97.5 + 99.3 </td> <td> - 87.0 + 37.1 </td> </tr> <tr> @@ -1172,10 +1172,10 @@ 17 </th> <td> - 100.0 + 99.2 </td> <td> - 87.0 + 54.8 </td> </tr> <tr> @@ -1183,10 +1183,10 @@ 18 </th> <td> - 95.9 + 99.1 </td> <td> - 86.7 + 89.3 </td> </tr> <tr> @@ -1194,10 +1194,10 @@ 19 </th> <td> - 93.5 + 99.1 </td> <td> - 86.7 + 71.1 </td> </tr> <tr> @@ -1205,10 +1205,10 @@ 20 </th> <td> - 57.2 + 99.1 </td> <td> - 86.3 + 32.4 </td> </tr> <tr> @@ -1216,10 +1216,10 @@ 21 </th> <td> - 58.7 + 98.9 </td> <td> - 86.1 + 93.3 </td> </tr> <tr> @@ -1227,10 +1227,10 @@ 22 </th> <td> - 40.7 + 98.9 </td> <td> - 85.9 + 84.9 </td> </tr> <tr> @@ -1238,10 +1238,10 @@ 23 </th> <td> - 95.7 + 98.9 </td> <td> - 85.8 + 66.9 </td> </tr> <tr> @@ -1249,10 +1249,10 @@ 24 </th> <td> - 98.9 + 98.8 </td> <td> - 84.9 + 38.7 </td> </tr> <tr> @@ -1260,10 +1260,10 @@ 25 </th> <td> - 94.4 + 98.6 </td> <td> - 84.5 + 37.7 </td> </tr> <tr> @@ -1271,10 +1271,10 @@ 26 </th> <td> - 82.3 + 98.5 </td> <td> - 84.5 + 52.6 </td> </tr> <tr> @@ -1282,10 +1282,10 @@ 27 </th> <td> - 89.4 + 98.4 </td> <td> - 84.5 + 47.6 </td> </tr> <tr> @@ -1293,10 +1293,10 @@ 28 </th> <td> - 70.0 + 98.4 </td> <td> - 84.3 + 25.5 </td> </tr> <tr> @@ -1304,10 +1304,10 @@ 29 </th> <td> - 84.8 + 98.3 </td> <td> - 83.8 + 60.4 </td> </tr> <tr> @@ -1315,10 +1315,10 @@ 30 </th> <td> - 62.1 + 98.3 </td> <td> - 83.7 + 57.4 </td> </tr> <tr> @@ -1326,10 +1326,10 @@ 31 </th> <td> - 49.1 + 98.2 </td> <td> - 82.2 + 36.1 </td> </tr> <tr> @@ -1337,10 +1337,10 @@ 32 </th> <td> - 56.2 + 98.1 </td> <td> - 81.7 + 73.4 </td> </tr> <tr> @@ -1348,10 +1348,10 @@ 33 </th> <td> - 92.8 + 98.1 </td> <td> - 81.5 + 30.3 </td> </tr> <tr> @@ -1359,10 +1359,10 @@ 34 </th> <td> - 57.0 + 98.0 </td> <td> - 81.5 + 80.4 </td> </tr> <tr> @@ -1370,10 +1370,10 @@ 35 </th> <td> - 98.0 + 97.7 </td> <td> - 80.4 + 72.2 </td> </tr> <tr> @@ -1381,10 +1381,10 @@ 36 </th> <td> - 59.6 + 97.7 </td> <td> - 80.0 + 31.2 </td> </tr> <tr> @@ -1392,10 +1392,10 @@ 37 </th> <td> - 93.8 + 97.6 </td> <td> - 79.5 + 77.8 </td> </tr> <tr> @@ -1403,10 +1403,10 @@ 38 </th> <td> - 26.7 + 97.5 </td> <td> - 79.5 + 87.0 </td> </tr> <tr> @@ -1414,10 +1414,10 @@ 39 </th> <td> - 61.1 + 97.3 </td> <td> - 79.3 + 26.0 </td> </tr> <tr> @@ -1425,10 +1425,10 @@ 40 </th> <td> - 64.9 + 97.0 </td> <td> - 78.5 + 33.4 </td> </tr> <tr> @@ -1436,10 +1436,10 @@ 41 </th> <td> - 88.4 + 96.9 </td> <td> - 78.2 + 52.1 </td> </tr> <tr> @@ -1447,10 +1447,10 @@ 42 </th> <td> - 87.0 + 96.9 </td> <td> - 78.1 + 50.0 </td> </tr> <tr> @@ -1458,10 +1458,10 @@ 43 </th> <td> - 97.6 + 96.9 </td> <td> - 77.8 + 38.9 </td> </tr> <tr> @@ -1469,10 +1469,10 @@ 44 </th> <td> - 80.2 + 96.5 </td> <td> - 76.9 + 55.0 </td> </tr> <tr> @@ -1480,10 +1480,10 @@ 45 </th> <td> - 49.3 + 96.4 </td> <td> - 76.3 + 25.7 </td> </tr> <tr> @@ -1491,10 +1491,10 @@ 46 </th> <td> - 84.9 + 96.4 </td> <td> - 76.2 + 23.7 </td> </tr> <tr> @@ -1502,10 +1502,10 @@ 47 </th> <td> - 70.3 + 95.9 </td> <td> - 76.2 + 86.7 </td> </tr> <tr> @@ -1513,10 +1513,10 @@ 48 </th> <td> - 92.3 + 95.8 </td> <td> - 76.2 + 41.7 </td> </tr> <tr> @@ -1524,10 +1524,10 @@ 49 </th> <td> - 72.4 + 95.7 </td> <td> - 74.4 + 85.8 </td> </tr> <tr> @@ -1535,10 +1535,10 @@ 50 </th> <td> - 99.4 + 95.4 </td> <td> - 74.3 + 28.2 </td> </tr> <tr> @@ -1546,10 +1546,10 @@ 51 </th> <td> - 99.9 + 95.3 </td> <td> - 73.7 + 61.8 </td> </tr> <tr> @@ -1557,10 +1557,10 @@ 52 </th> <td> - 98.1 + 95.0 </td> <td> - 73.4 + 34.6 </td> </tr> <tr> @@ -1568,10 +1568,10 @@ 53 </th> <td> - 51.4 + 94.8 </td> <td> - 72.5 + 25.6 </td> </tr> <tr> @@ -1579,10 +1579,10 @@ 54 </th> <td> - 64.7 + 94.7 </td> <td> - 72.4 + 30.9 </td> </tr> <tr> @@ -1590,10 +1590,10 @@ 55 </th> <td> - 97.7 + 94.4 </td> <td> - 72.2 + 84.5 </td> </tr> <tr> @@ -1601,10 +1601,10 @@ 56 </th> <td> - 40.2 + 94.4 </td> <td> - 72.0 + 25.2 </td> </tr> <tr> @@ -1612,10 +1612,10 @@ 57 </th> <td> - 86.7 + 94.0 </td> <td> - 71.8 + 97.8 </td> </tr> <tr> @@ -1623,10 +1623,10 @@ 58 </th> <td> - 85.4 + 93.8 </td> <td> - 71.7 + 79.5 </td> </tr> <tr> @@ -1634,10 +1634,10 @@ 59 </th> <td> - 99.1 + 93.8 </td> <td> - 71.1 + 50.1 </td> </tr> <tr> @@ -1645,10 +1645,10 @@ 60 </th> <td> - 92.7 + 93.7 </td> <td> - 70.1 + 41.1 </td> </tr> <tr> @@ -1656,10 +1656,10 @@ 61 </th> <td> - 74.3 + 93.5 </td> <td> - 70.0 + 86.7 </td> </tr> <tr> @@ -1678,10 +1678,10 @@ 63 </th> <td> - 86.5 + 93.2 </td> <td> - 69.1 + 92.7 </td> </tr> <tr> @@ -1689,10 +1689,10 @@ 64 </th> <td> - 88.8 + 92.8 </td> <td> - 68.7 + 81.5 </td> </tr> <tr> @@ -1700,10 +1700,10 @@ 65 </th> <td> - 32.7 + 92.7 </td> <td> - 68.7 + 70.1 </td> </tr> <tr> @@ -1711,10 +1711,10 @@ 66 </th> <td> - 49.0 + 92.3 </td> <td> - 68.6 + 99.2 </td> </tr> <tr> @@ -1722,10 +1722,10 @@ 67 </th> <td> - 61.7 + 92.3 </td> <td> - 68.0 + 76.2 </td> </tr> <tr> @@ -1733,10 +1733,10 @@ 68 </th> <td> - 47.0 + 92.1 </td> <td> - 67.9 + 87.9 </td> </tr> <tr> @@ -1744,10 +1744,10 @@ 69 </th> <td> - 99.9 + 91.8 </td> <td> - 67.7 + 43.5 </td> </tr> <tr> @@ -1755,10 +1755,10 @@ 70 </th> <td> - 45.8 + 91.4 </td> <td> - 67.6 + 48.7 </td> </tr> <tr> @@ -1766,10 +1766,10 @@ 71 </th> <td> - 98.9 + 91.2 </td> <td> - 66.9 + 30.0 </td> </tr> <tr> @@ -1777,10 +1777,10 @@ 72 </th> <td> - 85.9 + 90.6 </td> <td> - 66.4 + 98.9 </td> </tr> <tr> @@ -1799,10 +1799,10 @@ 74 </th> <td> - 42.3 + 89.7 </td> <td> - 65.5 + 55.0 </td> </tr> <tr> @@ -1810,10 +1810,10 @@ 75 </th> <td> - 31.8 + 89.5 </td> <td> - 65.2 + 36.1 </td> </tr> <tr> @@ -1821,10 +1821,10 @@ 76 </th> <td> - 36.2 + 89.4 </td> <td> - 65.2 + 84.5 </td> </tr> <tr> @@ -1832,10 +1832,10 @@ 77 </th> <td> - 53.3 + 88.8 </td> <td> - 65.1 + 68.7 </td> </tr> <tr> @@ -1843,10 +1843,10 @@ 78 </th> <td> - 36.6 + 88.6 </td> <td> - 64.7 + 33.8 </td> </tr> <tr> @@ -1854,10 +1854,10 @@ 79 </th> <td> - 62.7 + 88.4 </td> <td> - 63.9 + 78.2 </td> </tr> <tr> @@ -1865,10 +1865,10 @@ 80 </th> <td> - 64.1 + 87.4 </td> <td> - 63.5 + 46.6 </td> </tr> <tr> @@ -1876,10 +1876,10 @@ 81 </th> <td> - 71.4 + 87.1 </td> <td> - 63.5 + 62.0 </td> </tr> <tr> @@ -1887,10 +1887,10 @@ 82 </th> <td> - 62.9 + 87.0 </td> <td> - 63.1 + 78.1 </td> </tr> <tr> @@ -1898,10 +1898,10 @@ 83 </th> <td> - 38.2 + 86.7 </td> <td> - 63.0 + 71.8 </td> </tr> <tr> @@ -1909,10 +1909,10 @@ 84 </th> <td> - 37.7 + 86.5 </td> <td> - 62.8 + 69.1 </td> </tr> <tr> @@ -1920,10 +1920,10 @@ 85 </th> <td> - 29.9 + 86.4 </td> <td> - 62.8 + 37.3 </td> </tr> <tr> @@ -1931,10 +1931,10 @@ 86 </th> <td> - 4.6 + 86.2 </td> <td> - 62.2 + 47.8 </td> </tr> <tr> @@ -1942,10 +1942,10 @@ 87 </th> <td> - 38.2 + 85.9 </td> <td> - 62.2 + 66.4 </td> </tr> <tr> @@ -1953,10 +1953,10 @@ 88 </th> <td> - 87.1 + 85.8 </td> <td> - 62.0 + 37.4 </td> </tr> <tr> @@ -1964,10 +1964,10 @@ 89 </th> <td> - 95.3 + 85.7 </td> <td> - 61.8 + 47.6 </td> </tr> <tr> @@ -1975,10 +1975,10 @@ 90 </th> <td> - 53.0 + 85.7 </td> <td> - 61.6 + 28.1 </td> </tr> <tr> @@ -1986,10 +1986,10 @@ 91 </th> <td> - 52.0 + 85.4 </td> <td> - 61.6 + 71.7 </td> </tr> <tr> @@ -1997,10 +1997,10 @@ 92 </th> <td> - 60.1 + 85.1 </td> <td> - 61.4 + 24.0 </td> </tr> <tr> @@ -2008,10 +2008,10 @@ 93 </th> <td> - 2.7 + 84.9 </td> <td> - 61.4 + 76.2 </td> </tr> <tr> @@ -2019,10 +2019,10 @@ 94 </th> <td> - 1.7 + 84.8 </td> <td> - 61.0 + 83.8 </td> </tr> <tr> @@ -2030,10 +2030,10 @@ 95 </th> <td> - 57.7 + 84.3 </td> <td> - 61.0 + 31.6 </td> </tr> <tr> @@ -2041,10 +2041,10 @@ 96 </th> <td> - 67.1 + 84.0 </td> <td> - 60.9 + 49.6 </td> </tr> <tr> @@ -2052,10 +2052,10 @@ 97 </th> <td> - 71.4 + 83.4 </td> <td> - 60.8 + 56.2 </td> </tr> <tr> @@ -2063,10 +2063,10 @@ 98 </th> <td> - 68.4 + 82.9 </td> <td> - 60.7 + 58.1 </td> </tr> <tr> @@ -2074,10 +2074,10 @@ 99 </th> <td> - 98.3 + 82.5 </td> <td> - 60.4 + 51.9 </td> </tr> <tr> @@ -2085,10 +2085,10 @@ 100 </th> <td> - 46.5 + 82.3 </td> <td> - 60.4 + 84.5 </td> </tr> <tr> @@ -2096,10 +2096,10 @@ 101 </th> <td> - 37.4 + 82.0 </td> <td> - 60.0 + 23.4 </td> </tr> <tr> @@ -2107,10 +2107,10 @@ 102 </th> <td> - 11.6 + 81.3 </td> <td> - 59.9 + 53.7 </td> </tr> <tr> @@ -2118,10 +2118,10 @@ 103 </th> <td> - 46.9 + 80.9 </td> <td> - 59.7 + 54.0 </td> </tr> <tr> @@ -2129,10 +2129,10 @@ 104 </th> <td> - 45.6 + 80.9 </td> <td> - 59.4 + 35.8 </td> </tr> <tr> @@ -2140,10 +2140,10 @@ 105 </th> <td> - 78.7 + 80.8 </td> <td> - 59.3 + 58.8 </td> </tr> <tr> @@ -2151,10 +2151,10 @@ 106 </th> <td> - 21.2 + 80.7 </td> <td> - 58.8 + 46.7 </td> </tr> <tr> @@ -2162,10 +2162,10 @@ 107 </th> <td> - 80.8 + 80.2 </td> <td> - 58.8 + 76.9 </td> </tr> <tr> @@ -2173,10 +2173,10 @@ 108 </th> <td> - 79.4 + 79.8 </td> <td> - 58.7 + 23.5 </td> </tr> <tr> @@ -2184,10 +2184,10 @@ 109 </th> <td> - 50.2 + 79.6 </td> <td> - 58.6 + 32.5 </td> </tr> <tr> @@ -2195,10 +2195,10 @@ 110 </th> <td> - 59.1 + 79.4 </td> <td> - 58.3 + 58.7 </td> </tr> <tr> @@ -2206,10 +2206,10 @@ 111 </th> <td> - 82.9 + 79.4 </td> <td> - 58.1 + 41.2 </td> </tr> <tr> @@ -2217,10 +2217,10 @@ 112 </th> <td> - 29.6 + 79.3 </td> <td> - 58.0 + 55.7 </td> </tr> <tr> @@ -2228,10 +2228,10 @@ 113 </th> <td> - 98.3 + 79.1 </td> <td> - 57.4 + 45.2 </td> </tr> <tr> @@ -2239,10 +2239,10 @@ 114 </th> <td> - 49.8 + 79.0 </td> <td> - 57.2 + 39.7 </td> </tr> <tr> @@ -2250,10 +2250,10 @@ 115 </th> <td> - 68.0 + 78.7 </td> <td> - 57.1 + 59.3 </td> </tr> <tr> @@ -2261,10 +2261,10 @@ 116 </th> <td> - 64.2 + 78.7 </td> <td> - 56.9 + 30.7 </td> </tr> <tr> @@ -2272,10 +2272,10 @@ 117 </th> <td> - 71.9 + 78.6 </td> <td> - 56.8 + 40.9 </td> </tr> <tr> @@ -2283,10 +2283,10 @@ 118 </th> <td> - 71.9 + 78.5 </td> <td> - 56.4 + 90.3 </td> </tr> <tr> @@ -2294,10 +2294,10 @@ 119 </th> <td> - 31.3 + 77.8 </td> <td> - 56.3 + 30.1 </td> </tr> <tr> @@ -2305,10 +2305,10 @@ 120 </th> <td> - 83.4 + 77.5 </td> <td> - 56.2 + 40.3 </td> </tr> <tr> @@ -2316,10 +2316,10 @@ 121 </th> <td> - 79.3 + 76.4 </td> <td> - 55.7 + 32.1 </td> </tr> <tr> @@ -2327,10 +2327,10 @@ 122 </th> <td> - 48.3 + 75.5 </td> <td> - 55.2 + 36.9 </td> </tr> <tr> @@ -2338,10 +2338,10 @@ 123 </th> <td> - 89.7 + 75.4 </td> <td> - 55.0 + 54.2 </td> </tr> <tr> @@ -2349,10 +2349,10 @@ 124 </th> <td> - 96.5 + 75.0 </td> <td> - 55.0 + 39.5 </td> </tr> <tr> @@ -2360,10 +2360,10 @@ 125 </th> <td> - 62.7 + 74.9 </td> <td> - 54.8 + 42.5 </td> </tr> <tr> @@ -2371,10 +2371,10 @@ 126 </th> <td> - 99.2 + 74.3 </td> <td> - 54.8 + 92.4 </td> </tr> <tr> @@ -2382,10 +2382,10 @@ 127 </th> <td> - 75.4 + 74.3 </td> <td> - 54.2 + 70.0 </td> </tr> <tr> @@ -2393,10 +2393,10 @@ 128 </th> <td> - 80.9 + 73.9 </td> <td> - 54.0 + 28.6 </td> </tr> <tr> @@ -2404,10 +2404,10 @@ 129 </th> <td> - 81.3 + 73.1 </td> <td> - 53.7 + 51.7 </td> </tr> <tr> @@ -2415,10 +2415,10 @@ 130 </th> <td> - 14.5 + 73.1 </td> <td> - 53.7 + 25.2 </td> </tr> <tr> @@ -2426,10 +2426,10 @@ 131 </th> <td> - 59.2 + 72.5 </td> <td> - 56.7 + 25.7 </td> </tr> <tr> @@ -2437,10 +2437,10 @@ 132 </th> <td> - 42.5 + 72.4 </td> <td> - 53.2 + 74.4 </td> </tr> <tr> @@ -2448,10 +2448,10 @@ 133 </th> <td> - 44.9 + 72.3 </td> <td> - 52.9 + 31.4 </td> </tr> <tr> @@ -2459,10 +2459,10 @@ 134 </th> <td> - 68.4 + 71.9 </td> <td> - 52.9 + 56.8 </td> </tr> <tr> @@ -2470,10 +2470,10 @@ 135 </th> <td> - 58.0 + 71.9 </td> <td> - 52.7 + 56.4 </td> </tr> <tr> @@ -2481,10 +2481,10 @@ 136 </th> <td> - 16.2 + 71.4 </td> <td> - 52.6 + 63.5 </td> </tr> <tr> @@ -2492,10 +2492,10 @@ 137 </th> <td> - 98.5 + 71.4 </td> <td> - 52.6 + 60.8 </td> </tr> <tr> @@ -2503,10 +2503,10 @@ 138 </th> <td> - 42.9 + 70.9 </td> <td> - 52.5 + 43.1 </td> </tr> <tr> @@ -2514,10 +2514,10 @@ 139 </th> <td> - 68.6 + 70.8 </td> <td> - 52.4 + 24.7 </td> </tr> <tr> @@ -2525,10 +2525,10 @@ 140 </th> <td> - 96.9 + 70.7 </td> <td> - 52.1 + 23.4 </td> </tr> <tr> @@ -2536,10 +2536,10 @@ 141 </th> <td> - 24.9 + 70.6 </td> <td> - 52.1 + 51.7 </td> </tr> <tr> @@ -2547,10 +2547,10 @@ 142 </th> <td> - 54.1 + 70.3 </td> <td> - 52.0 + 76.2 </td> </tr> <tr> @@ -2558,10 +2558,10 @@ 143 </th> <td> - 37.5 + 70.0 </td> <td> - 52.0 + 84.3 </td> </tr> <tr> @@ -2569,10 +2569,10 @@ 144 </th> <td> - 50.7 + 68.7 </td> <td> - 51.9 + 24.4 </td> </tr> <tr> @@ -2580,10 +2580,10 @@ 145 </th> <td> - 82.5 + 68.6 </td> <td> - 51.9 + 52.4 </td> </tr> <tr> @@ -2591,10 +2591,10 @@ 146 </th> <td> - 37.9 + 68.4 </td> <td> - 51.9 + 89.4 </td> </tr> <tr> @@ -2602,10 +2602,10 @@ 147 </th> <td> - 61.9 + 68.4 </td> <td> - 51.8 + 60.7 </td> </tr> <tr> @@ -2613,10 +2613,10 @@ 148 </th> <td> - 73.1 + 68.4 </td> <td> - 51.7 + 52.9 </td> </tr> <tr> @@ -2624,10 +2624,10 @@ 149 </th> <td> - 70.6 + 68.4 </td> <td> - 51.7 + 48.9 </td> </tr> <tr> @@ -2635,10 +2635,10 @@ 150 </th> <td> - 30.8 + 68.1 </td> <td> - 51.3 + 44.9 </td> </tr> <tr> @@ -2646,10 +2646,10 @@ 151 </th> <td> - 46.0 + 68.0 </td> <td> - 51.3 + 57.1 </td> </tr> <tr> @@ -2657,10 +2657,10 @@ 152 </th> <td> - 43.3 + 68.0 </td> <td> - 50.9 + 25.9 </td> </tr> <tr> @@ -2668,10 +2668,10 @@ 153 </th> <td> - 49.5 + 67.5 </td> <td> - 50.5 + 30.7 </td> </tr> <tr> @@ -2679,10 +2679,10 @@ 154 </th> <td> - 39.6 + 67.4 </td> <td> - 50.5 + 48.9 </td> </tr> <tr> @@ -2690,10 +2690,10 @@ 155 </th> <td> - 24.9 + 67.4 </td> <td> - 50.5 + 41.3 </td> </tr> <tr> @@ -2701,10 +2701,10 @@ 156 </th> <td> - 50.7 + 67.3 </td> <td> - 50.5 + 37.2 </td> </tr> <tr> @@ -2712,10 +2712,10 @@ 157 </th> <td> - 22.7 + 67.1 </td> <td> - 50.4 + 60.9 </td> </tr> <tr> @@ -2723,10 +2723,10 @@ 158 </th> <td> - 25.1 + 66.0 </td> <td> - 50.2 + 35.4 </td> </tr> <tr> @@ -2734,10 +2734,10 @@ 159 </th> <td> - 12.5 + 65.8 </td> <td> - 50.2 + 48.0 </td> </tr> <tr> @@ -2745,10 +2745,10 @@ 160 </th> <td> - 11.7 + 65.8 </td> <td> - 50.2 + 40.1 </td> </tr> <tr> @@ -2756,10 +2756,10 @@ 161 </th> <td> - 93.8 + 65.7 </td> <td> - 50.1 + 33.9 </td> </tr> <tr> @@ -2767,10 +2767,10 @@ 162 </th> <td> - 96.9 + 65.5 </td> <td> - 50.0 + 26.0 </td> </tr> <tr> @@ -2778,10 +2778,10 @@ 163 </th> <td> - 23.3 + 65.3 </td> <td> - 49.7 + 44.4 </td> </tr> <tr> @@ -2789,10 +2789,10 @@ 164 </th> <td> - 23.9 + 65.3 </td> <td> - 49.7 + 28.2 </td> </tr> <tr> @@ -2800,10 +2800,10 @@ 165 </th> <td> - 41.8 + 65.1 </td> <td> - 49.7 + 42.7 </td> </tr> <tr> @@ -2811,10 +2811,10 @@ 166 </th> <td> - 40.3 + 65.1 </td> <td> - 49.4 + 29.7 </td> </tr> <tr> @@ -2822,10 +2822,10 @@ 167 </th> <td> - 26.6 + 65.0 </td> <td> - 49.1 + 33.0 </td> </tr> <tr> @@ -2833,10 +2833,10 @@ 168 </th> <td> - 68.4 + 64.9 </td> <td> - 48.9 + 78.5 </td> </tr> <tr> @@ -2844,10 +2844,10 @@ 169 </th> <td> - 67.4 + 64.9 </td> <td> - 48.9 + 46.8 </td> </tr> <tr> @@ -2855,10 +2855,10 @@ 170 </th> <td> - 7.0 + 64.8 </td> <td> - 48.8 + 33.7 </td> </tr> <tr> @@ -2866,10 +2866,10 @@ 171 </th> <td> - 38.9 + 64.7 </td> <td> - 48.8 + 72.4 </td> </tr> <tr> @@ -2877,10 +2877,10 @@ 172 </th> <td> - 38.8 + 64.6 </td> <td> - 48.7 + 26.3 </td> </tr> <tr> @@ -2888,10 +2888,10 @@ 173 </th> <td> - 91.4 + 64.3 </td> <td> - 48.7 + 46.1 </td> </tr> <tr> @@ -2899,10 +2899,10 @@ 174 </th> <td> - 45.7 + 64.2 </td> <td> - 48.7 + 56.9 </td> </tr> <tr> @@ -2910,10 +2910,10 @@ 175 </th> <td> - 53.4 + 64.1 </td> <td> - 48.5 + 63.5 </td> </tr> <tr> @@ -2921,10 +2921,10 @@ 176 </th> <td> - 33.0 + 63.9 </td> <td> - 48.5 + 38.8 </td> </tr> <tr> @@ -2932,10 +2932,10 @@ 177 </th> <td> - 37.9 + 63.3 </td> <td> - 48.5 + 46.8 </td> </tr> <tr> @@ -2943,10 +2943,10 @@ 178 </th> <td> - 61.5 + 63.3 </td> <td> - 48.1 + 46.7 </td> </tr> <tr> @@ -2954,10 +2954,10 @@ 179 </th> <td> - 65.8 + 62.9 </td> <td> - 48.0 + 63.1 </td> </tr> <tr> @@ -2965,10 +2965,10 @@ 180 </th> <td> - 60.2 + 62.7 </td> <td> - 48.0 + 63.9 </td> </tr> <tr> @@ -2976,10 +2976,10 @@ 181 </th> <td> - 41.5 + 62.7 </td> <td> - 47.9 + 54.8 </td> </tr> <tr> @@ -2987,10 +2987,10 @@ 182 </th> <td> - 86.2 + 62.7 </td> <td> - 47.8 + 38.7 </td> </tr> <tr> @@ -2998,10 +2998,10 @@ 183 </th> <td> - 98.4 + 62.1 </td> <td> - 47.6 + 83.7 </td> </tr> <tr> @@ -3009,10 +3009,10 @@ 184 </th> <td> - 85.7 + 61.9 </td> <td> - 47.6 + 51.8 </td> </tr> <tr> @@ -3020,10 +3020,10 @@ 185 </th> <td> - 2.3 + 61.8 </td> <td> - 47.6 + 32.3 </td> </tr> <tr> @@ -3031,10 +3031,10 @@ 186 </th> <td> - 39.4 + 61.7 </td> <td> - 47.3 + 68.0 </td> </tr> <tr> @@ -3042,10 +3042,10 @@ 187 </th> <td> - 33.9 + 61.5 </td> <td> - 46.9 + 48.1 </td> </tr> <tr> @@ -3053,10 +3053,10 @@ 188 </th> <td> - 29.0 + 61.1 </td> <td> - 46.8 + 79.3 </td> </tr> <tr> @@ -3064,10 +3064,10 @@ 189 </th> <td> - 64.9 + 60.2 </td> <td> - 46.8 + 48.0 </td> </tr> <tr> @@ -3075,10 +3075,10 @@ 190 </th> <td> - 63.3 + 60.1 </td> <td> - 46.8 + 61.4 </td> </tr> <tr> @@ -3086,10 +3086,10 @@ 191 </th> <td> - 63.3 + 60.0 </td> <td> - 46.7 + 45.1 </td> </tr> <tr> @@ -3097,10 +3097,10 @@ 192 </th> <td> - 80.7 + 59.9 </td> <td> - 46.7 + 36.5 </td> </tr> <tr> @@ -3108,10 +3108,10 @@ 193 </th> <td> - 87.4 + 59.9 </td> <td> - 46.6 + 27.6 </td> </tr> <tr> @@ -3119,10 +3119,10 @@ 194 </th> <td> - 46.4 + 59.7 </td> <td> - 46.4 + 29.5 </td> </tr> <tr> @@ -3130,10 +3130,10 @@ 195 </th> <td> - 27.8 + 59.6 </td> <td> - 46.2 + 80.0 </td> </tr> <tr> @@ -3141,10 +3141,10 @@ 196 </th> <td> - 64.3 + 59.6 </td> <td> - 46.1 + 27.2 </td> </tr> <tr> @@ -3152,10 +3152,10 @@ 197 </th> <td> - 5.9 + 59.2 </td> <td> - 46.0 + 56.7 </td> </tr> <tr> @@ -3163,10 +3163,10 @@ 198 </th> <td> - 84.0 + 59.1 </td> <td> - 49.6 + 58.3 </td> </tr> <tr> @@ -3174,10 +3174,10 @@ 199 </th> <td> - 25.1 + 58.7 </td> <td> - 45.9 + 86.1 </td> </tr> <tr> @@ -3185,10 +3185,10 @@ 200 </th> <td> - 4.3 + 58.7 </td> <td> - 45.9 + 27.9 </td> </tr> <tr> @@ -3196,10 +3196,10 @@ 201 </th> <td> - 43.5 + 58.1 </td> <td> - 45.8 + 39.0 </td> </tr> <tr> @@ -3207,10 +3207,10 @@ 202 </th> <td> - 32.2 + 58.1 </td> <td> - 45.2 + 33.9 </td> </tr> <tr> @@ -3218,10 +3218,10 @@ 203 </th> <td> - 79.1 + 58.0 </td> <td> - 45.2 + 52.7 </td> </tr> <tr> @@ -3229,10 +3229,10 @@ 204 </th> <td> - 60.0 + 57.9 </td> <td> - 45.1 + 39.2 </td> </tr> <tr> @@ -3240,10 +3240,10 @@ 205 </th> <td> - 51.0 + 57.7 </td> <td> - 45.0 + 61.0 </td> </tr> <tr> @@ -3251,10 +3251,10 @@ 206 </th> <td> - 68.1 + 57.6 </td> <td> - 44.9 + 39.8 </td> </tr> <tr> @@ -3262,10 +3262,10 @@ 207 </th> <td> - 42.1 + 57.6 </td> <td> - 44.6 + 29.0 </td> </tr> <tr> @@ -3273,10 +3273,10 @@ 208 </th> <td> - 45.1 + 57.2 </td> <td> - 44.5 + 86.3 </td> </tr> <tr> @@ -3284,10 +3284,10 @@ 209 </th> <td> - 65.3 + 57.1 </td> <td> - 44.4 + 24.0 </td> </tr> <tr> @@ -3295,10 +3295,10 @@ 210 </th> <td> - 7.0 + 57.0 </td> <td> - 44.3 + 81.5 </td> </tr> <tr> @@ -3306,10 +3306,10 @@ 211 </th> <td> - 34.6 + 56.9 </td> <td> - 44.2 + 33.5 </td> </tr> <tr> @@ -3317,10 +3317,10 @@ 212 </th> <td> - 19.7 + 56.4 </td> <td> - 44.1 + 32.6 </td> </tr> <tr> @@ -3328,10 +3328,10 @@ 213 </th> <td> - 6.0 + 56.2 </td> <td> - 44.0 + 81.7 </td> </tr> <tr> @@ -3339,10 +3339,10 @@ 214 </th> <td> - 99.9 + 56.2 </td> <td> - 43.9 + 39.9 </td> </tr> <tr> @@ -3350,10 +3350,10 @@ 215 </th> <td> - 91.8 + 55.6 </td> <td> - 43.5 + 33.8 </td> </tr> <tr> @@ -3361,10 +3361,10 @@ 216 </th> <td> - 52.1 + 55.3 </td> <td> - 43.3 + 25.5 </td> </tr> <tr> @@ -3372,10 +3372,10 @@ 217 </th> <td> - 70.9 + 54.7 </td> <td> - 43.1 + 36.1 </td> </tr> <tr> @@ -3383,10 +3383,10 @@ 218 </th> <td> - 51.8 + 54.3 </td> <td> - 43.0 + 31.5 </td> </tr> <tr> @@ -3394,10 +3394,10 @@ 219 </th> <td> - 24.9 + 54.1 </td> <td> - 42.7 + 52.0 </td> </tr> <tr> @@ -3405,10 +3405,10 @@ 220 </th> <td> - 65.1 + 53.4 </td> <td> - 42.7 + 48.5 </td> </tr> <tr> @@ -3416,10 +3416,10 @@ 221 </th> <td> - 74.9 + 53.3 </td> <td> - 42.5 + 65.1 </td> </tr> <tr> @@ -3427,10 +3427,10 @@ 222 </th> <td> - 38.7 + 53.1 </td> <td> - 42.5 + 26.2 </td> </tr> <tr> @@ -3438,10 +3438,10 @@ 223 </th> <td> - 51.6 + 53.0 </td> <td> - 42.4 + 61.6 </td> </tr> <tr> @@ -3449,10 +3449,10 @@ 224 </th> <td> - 100.0 + 52.7 </td> <td> - 42.1 + 24.6 </td> </tr> <tr> @@ -3460,10 +3460,10 @@ 225 </th> <td> - 24.2 + 52.1 </td> <td> - 41.9 + 43.3 </td> </tr> <tr> @@ -3471,10 +3471,10 @@ 226 </th> <td> - 3.5 + 52.0 </td> <td> - 41.9 + 61.6 </td> </tr> <tr> @@ -3482,10 +3482,10 @@ 227 </th> <td> - 21.2 + 51.9 </td> <td> - 41.8 + 35.4 </td> </tr> <tr> @@ -3493,10 +3493,10 @@ 228 </th> <td> - 95.8 + 51.8 </td> <td> - 41.7 + 43.0 </td> </tr> <tr> @@ -3504,10 +3504,10 @@ 229 </th> <td> - 1.4 + 51.7 </td> <td> - 41.6 + 26.7 </td> </tr> <tr> @@ -3515,10 +3515,10 @@ 230 </th> <td> - 48.3 + 51.6 </td> <td> - 41.6 + 42.4 </td> </tr> <tr> @@ -3526,10 +3526,10 @@ 231 </th> <td> - 17.7 + 51.5 </td> <td> - 41.4 + 30.6 </td> </tr> <tr> @@ -3537,10 +3537,10 @@ 232 </th> <td> - 67.4 + 51.4 </td> <td> - 41.3 + 72.5 </td> </tr> <tr> @@ -3548,10 +3548,10 @@ 233 </th> <td> - 38.3 + 51.1 </td> <td> - 41.3 + 27.0 </td> </tr> <tr> @@ -3559,10 +3559,10 @@ 234 </th> <td> - 79.4 + 51.0 </td> <td> - 41.2 + 45.0 </td> </tr> <tr> @@ -3570,10 +3570,10 @@ 235 </th> <td> - 93.7 + 51.0 </td> <td> - 41.1 + 24.6 </td> </tr> <tr> @@ -3581,10 +3581,10 @@ 236 </th> <td> - 78.6 + 50.8 </td> <td> - 40.9 + 28.2 </td> </tr> <tr> @@ -3592,10 +3592,10 @@ 237 </th> <td> - 2.0 + 50.7 </td> <td> - 40.9 + 51.9 </td> </tr> <tr> @@ -3603,10 +3603,10 @@ 238 </th> <td> - 22.7 + 50.7 </td> <td> - 40.6 + 50.5 </td> </tr> <tr> @@ -3614,10 +3614,10 @@ 239 </th> <td> - 22.1 + 50.3 </td> <td> - 40.6 + 37.5 </td> </tr> <tr> @@ -3625,10 +3625,10 @@ 240 </th> <td> - 32.3 + 50.2 </td> <td> - 40.5 + 58.6 </td> </tr> <tr> @@ -3636,10 +3636,10 @@ 241 </th> <td> - 77.5 + 49.8 </td> <td> - 40.3 + 57.2 </td> </tr> <tr> @@ -3647,10 +3647,10 @@ 242 </th> <td> - 65.8 + 49.6 </td> <td> - 40.1 + 30.8 </td> </tr> <tr> @@ -3658,10 +3658,10 @@ 243 </th> <td> - 56.2 + 49.5 </td> <td> - 39.9 + 50.5 </td> </tr> <tr> @@ -3669,10 +3669,10 @@ 244 </th> <td> - 57.6 + 49.4 </td> <td> - 39.8 + 37.9 </td> </tr> <tr> @@ -3680,10 +3680,10 @@ 245 </th> <td> - 79.0 + 49.3 </td> <td> - 39.7 + 76.3 </td> </tr> <tr> @@ -3691,10 +3691,10 @@ 246 </th> <td> - 14.8 + 49.2 </td> <td> - 39.7 + 39.6 </td> </tr> <tr> @@ -3702,10 +3702,10 @@ 247 </th> <td> - 9.4 + 49.1 </td> <td> - 39.6 + 82.2 </td> </tr> <tr> @@ -3713,10 +3713,10 @@ 248 </th> <td> - 49.2 + 49.0 </td> <td> - 39.6 + 68.6 </td> </tr> <tr> @@ -3724,10 +3724,10 @@ 249 </th> <td> - 75.0 + 48.8 </td> <td> - 39.5 + 37.5 </td> </tr> <tr> @@ -3735,10 +3735,10 @@ 250 </th> <td> - 22.5 + 48.8 </td> <td> - 39.3 + 35.6 </td> </tr> <tr> @@ -3746,10 +3746,10 @@ 251 </th> <td> - 57.9 + 48.6 </td> <td> - 39.2 + 28.4 </td> </tr> <tr> @@ -3757,10 +3757,10 @@ 252 </th> <td> - 58.1 + 48.5 </td> <td> - 39.0 + 24.6 </td> </tr> <tr> @@ -3768,10 +3768,10 @@ 253 </th> <td> - 96.9 + 48.3 </td> <td> - 38.9 + 55.2 </td> </tr> <tr> @@ -3779,10 +3779,10 @@ 254 </th> <td> - 63.9 + 48.3 </td> <td> - 38.8 + 41.6 </td> </tr> <tr> @@ -3790,10 +3790,10 @@ 255 </th> <td> - 98.8 + 47.8 </td> <td> - 38.7 + 37.0 </td> </tr> <tr> @@ -3801,10 +3801,10 @@ 256 </th> <td> - 62.7 + 47.5 </td> <td> - 38.7 + 23.7 </td> </tr> <tr> @@ -3812,10 +3812,10 @@ 257 </th> <td> - 32.8 + 47.0 </td> <td> - 38.7 + 67.9 </td> </tr> <tr> @@ -3823,10 +3823,10 @@ 258 </th> <td> - 22.0 + 46.9 </td> <td> - 38.6 + 59.7 </td> </tr> <tr> @@ -3834,10 +3834,10 @@ 259 </th> <td> - 34.1 + 46.5 </td> <td> - 38.5 + 60.4 </td> </tr> <tr> @@ -3845,10 +3845,10 @@ 260 </th> <td> - 37.2 + 46.4 </td> <td> - 38.4 + 46.4 </td> </tr> <tr> @@ -3856,10 +3856,10 @@ 261 </th> <td> - 6.3 + 46.0 </td> <td> - 38.1 + 51.3 </td> </tr> <tr> @@ -3867,10 +3867,10 @@ 262 </th> <td> - 1.7 + 45.8 </td> <td> - 38.0 + 87.7 </td> </tr> <tr> @@ -3878,10 +3878,10 @@ 263 </th> <td> - 49.4 + 45.8 </td> <td> - 37.9 + 67.6 </td> </tr> <tr> @@ -3889,10 +3889,10 @@ 264 </th> <td> - 27.7 + 45.7 </td> <td> - 37.9 + 48.7 </td> </tr> <tr> @@ -3900,10 +3900,10 @@ 265 </th> <td> - 98.6 + 45.6 </td> <td> - 37.7 + 59.4 </td> </tr> <tr> @@ -3911,10 +3911,10 @@ 266 </th> <td> - 35.1 + 45.3 </td> <td> - 37.7 + 37.3 </td> </tr> <tr> @@ -3922,10 +3922,10 @@ 267 </th> <td> - 48.8 + 45.1 </td> <td> - 37.5 + 44.5 </td> </tr> <tr> @@ -3933,10 +3933,10 @@ 268 </th> <td> - 50.3 + 45.1 </td> <td> - 37.5 + 25.2 </td> </tr> <tr> @@ -3944,10 +3944,10 @@ 269 </th> <td> - 31.2 + 44.9 </td> <td> - 37.5 + 52.9 </td> </tr> <tr> @@ -3955,10 +3955,10 @@ 270 </th> <td> - 85.8 + 44.2 </td> <td> - 37.4 + 31.9 </td> </tr> <tr> @@ -3966,10 +3966,10 @@ 271 </th> <td> - 86.4 + 44.2 </td> <td> - 37.3 + 29.9 </td> </tr> <tr> @@ -3977,10 +3977,10 @@ 272 </th> <td> - 45.3 + 44.1 </td> <td> - 37.3 + 32.8 </td> </tr> <tr> @@ -3988,10 +3988,10 @@ 273 </th> <td> - 67.3 + 44.0 </td> <td> - 37.2 + 26.3 </td> </tr> <tr> @@ -3999,10 +3999,10 @@ 274 </th> <td> - 99.3 + 43.9 </td> <td> - 37.1 + 32.2 </td> </tr> <tr> @@ -4010,10 +4010,10 @@ 275 </th> <td> - 47.8 + 43.5 </td> <td> - 37.0 + 45.8 </td> </tr> <tr> @@ -4021,10 +4021,10 @@ 276 </th> <td> - 33.7 + 43.3 </td> <td> - 37.0 + 50.9 </td> </tr> <tr> @@ -4032,10 +4032,10 @@ 277 </th> <td> - 75.5 + 42.9 </td> <td> - 36.9 + 52.5 </td> </tr> <tr> @@ -4043,10 +4043,10 @@ 278 </th> <td> - 19.2 + 42.9 </td> <td> - 36.9 + 29.4 </td> </tr> <tr> @@ -4054,10 +4054,10 @@ 279 </th> <td> - 15.1 + 42.6 </td> <td> - 36.8 + 29.2 </td> </tr> <tr> @@ -4065,10 +4065,10 @@ 280 </th> <td> - 2.5 + 42.5 </td> <td> - 36.6 + 53.2 </td> </tr> <tr> @@ -4076,10 +4076,10 @@ 281 </th> <td> - 31.2 + 42.5 </td> <td> - 36.6 + 33.3 </td> </tr> <tr> @@ -4087,10 +4087,10 @@ 282 </th> <td> - 59.9 + 42.4 </td> <td> - 36.5 + 32.2 </td> </tr> <tr> @@ -4098,10 +4098,10 @@ 283 </th> <td> - 8.5 + 42.3 </td> <td> - 36.2 + 65.5 </td> </tr> <tr> @@ -4109,10 +4109,10 @@ 284 </th> <td> - 54.7 + 42.2 </td> <td> - 36.1 + 32.6 </td> </tr> <tr> @@ -4120,10 +4120,10 @@ 285 </th> <td> - 89.5 + 42.1 </td> <td> - 36.1 + 44.6 </td> </tr> <tr> @@ -4131,10 +4131,10 @@ 286 </th> <td> - 19.5 + 41.8 </td> <td> - 36.1 + 49.7 </td> </tr> <tr> @@ -4142,10 +4142,10 @@ 287 </th> <td> - 98.2 + 41.8 </td> <td> - 36.1 + 34.9 </td> </tr> <tr> @@ -4153,10 +4153,10 @@ 288 </th> <td> - 13.5 + 41.6 </td> <td> - 36.0 + 31.2 </td> </tr> <tr> @@ -4164,10 +4164,10 @@ 289 </th> <td> - 13.8 + 41.6 </td> <td> - 35.9 + 25.8 </td> </tr> <tr> @@ -4175,10 +4175,10 @@ 290 </th> <td> - 80.9 + 41.5 </td> <td> - 35.8 + 47.9 </td> </tr> <tr> @@ -4186,10 +4186,10 @@ 291 </th> <td> - 27.5 + 41.1 </td> <td> - 35.7 + 31.3 </td> </tr> <tr> @@ -4197,10 +4197,10 @@ 292 </th> <td> - 21.6 + 40.7 </td> <td> - 35.7 + 85.9 </td> </tr> <tr> @@ -4208,10 +4208,10 @@ 293 </th> <td> - 48.8 + 40.7 </td> <td> - 35.6 + 32.7 </td> </tr> <tr> @@ -4219,10 +4219,10 @@ 294 </th> <td> - 51.9 + 40.3 </td> <td> - 35.4 + 49.4 </td> </tr> <tr> @@ -4230,10 +4230,10 @@ 295 </th> <td> - 66.0 + 40.2 </td> <td> - 35.4 + 72.0 </td> </tr> <tr> @@ -4241,10 +4241,10 @@ 296 </th> <td> - 18.6 + 39.7 </td> <td> - 35.3 + 23.9 </td> </tr> <tr> @@ -4252,10 +4252,10 @@ 297 </th> <td> - 41.8 + 39.6 </td> <td> - 34.9 + 50.5 </td> </tr> <tr> @@ -4263,10 +4263,10 @@ 298 </th> <td> - 18.1 + 39.4 </td> <td> - 34.8 + 47.3 </td> </tr> <tr> @@ -4274,10 +4274,10 @@ 299 </th> <td> - 3.2 + 39.1 </td> <td> - 34.7 + 34.3 </td> </tr> <tr> @@ -4285,10 +4285,10 @@ 300 </th> <td> - 95.0 + 38.9 </td> <td> - 34.6 + 48.8 </td> </tr> <tr> @@ -4296,10 +4296,10 @@ 301 </th> <td> - 21.3 + 38.8 </td> <td> - 34.5 + 48.7 </td> </tr> <tr> @@ -4307,10 +4307,10 @@ 302 </th> <td> - 34.8 + 38.7 </td> <td> - 34.5 + 42.5 </td> </tr> <tr> @@ -4318,10 +4318,10 @@ 303 </th> <td> - 6.2 + 38.6 </td> <td> - 34.3 + 25.0 </td> </tr> <tr> @@ -4329,10 +4329,10 @@ 304 </th> <td> - 39.1 + 38.3 </td> <td> - 34.3 + 41.3 </td> </tr> <tr> @@ -4340,10 +4340,10 @@ 305 </th> <td> - 20.7 + 38.2 </td> <td> - 34.0 + 63.0 </td> </tr> <tr> @@ -4351,10 +4351,10 @@ 306 </th> <td> - 100.0 + 38.2 </td> <td> - 34.0 + 62.2 </td> </tr> <tr> @@ -4362,10 +4362,10 @@ 307 </th> <td> - 27.4 + 38.1 </td> <td> - 33.9 + 23.6 </td> </tr> <tr> @@ -4373,10 +4373,10 @@ 308 </th> <td> - 65.7 + 37.9 </td> <td> - 33.9 + 51.9 </td> </tr> <tr> @@ -4384,10 +4384,10 @@ 309 </th> <td> - 58.1 + 37.9 </td> <td> - 33.9 + 48.5 </td> </tr> <tr> @@ -4395,10 +4395,10 @@ 310 </th> <td> - 88.6 + 37.7 </td> <td> - 33.8 + 62.8 </td> </tr> <tr> @@ -4406,10 +4406,10 @@ 311 </th> <td> - 55.6 + 37.5 </td> <td> - 33.8 + 52.0 </td> </tr> <tr> @@ -4417,10 +4417,10 @@ 312 </th> <td> - 64.8 + 37.4 </td> <td> - 33.7 + 60.0 </td> </tr> <tr> @@ -4428,10 +4428,10 @@ 313 </th> <td> - 21.6 + 37.2 </td> <td> - 33.5 + 38.4 </td> </tr> <tr> @@ -4439,10 +4439,10 @@ 314 </th> <td> - 56.9 + 37.2 </td> <td> - 33.5 + 23.5 </td> </tr> <tr> @@ -4450,10 +4450,10 @@ 315 </th> <td> - 97.0 + 36.8 </td> <td> - 33.4 + 30.3 </td> </tr> <tr> @@ -4461,10 +4461,10 @@ 316 </th> <td> - 5.1 + 36.6 </td> <td> - 33.4 + 64.7 </td> </tr> <tr> @@ -4472,10 +4472,10 @@ 317 </th> <td> - 32.4 + 36.5 </td> <td> - 33.4 + 25.9 </td> </tr> <tr> @@ -4483,10 +4483,10 @@ 318 </th> <td> - 42.5 + 36.3 </td> <td> - 33.3 + 27.1 </td> </tr> <tr> @@ -4494,10 +4494,10 @@ 319 </th> <td> - 1.4 + 36.2 </td> <td> - 33.2 + 65.2 </td> </tr> <tr> @@ -4505,10 +4505,10 @@ 320 </th> <td> - 3.2 + 35.4 </td> <td> - 33.2 + 26.8 </td> </tr> <tr> @@ -4516,10 +4516,10 @@ 321 </th> <td> - 4.8 + 35.1 </td> <td> - 33.2 + 37.7 </td> </tr> <tr> @@ -4527,10 +4527,10 @@ 322 </th> <td> - 65.0 + 34.8 </td> <td> - 33.0 + 34.5 </td> </tr> <tr> @@ -4538,10 +4538,10 @@ 323 </th> <td> - 44.1 + 34.7 </td> <td> - 32.8 + 26.2 </td> </tr> <tr> @@ -4549,10 +4549,10 @@ 324 </th> <td> - 26.2 + 34.6 </td> <td> - 32.8 + 44.2 </td> </tr> <tr> @@ -4560,10 +4560,10 @@ 325 </th> <td> - 20.7 + 34.3 </td> <td> - 32.8 + 26.2 </td> </tr> <tr> @@ -4571,10 +4571,10 @@ 326 </th> <td> - 32.8 + 34.1 </td> <td> - 32.7 + 38.5 </td> </tr> <tr> @@ -4582,10 +4582,10 @@ 327 </th> <td> - 40.7 + 34.1 </td> <td> - 32.7 + 25.7 </td> </tr> <tr> @@ -4593,10 +4593,10 @@ 328 </th> <td> - 42.2 + 33.9 </td> <td> - 32.6 + 46.9 </td> </tr> <tr> @@ -4604,10 +4604,10 @@ 329 </th> <td> - 100.0 + 33.7 </td> <td> - 32.6 + 37.0 </td> </tr> <tr> @@ -4615,10 +4615,10 @@ 330 </th> <td> - 3.4 + 33.0 </td> <td> - 32.6 + 48.5 </td> </tr> <tr> @@ -4626,10 +4626,10 @@ 331 </th> <td> - 56.4 + 32.8 </td> <td> - 32.6 + 38.7 </td> </tr> <tr> @@ -4637,10 +4637,10 @@ 332 </th> <td> - 14.0 + 32.8 </td> <td> - 32.5 + 32.7 </td> </tr> <tr> @@ -4648,10 +4648,10 @@ 333 </th> <td> - 79.6 + 32.7 </td> <td> - 32.5 + 68.7 </td> </tr> <tr> @@ -4659,10 +4659,10 @@ 334 </th> <td> - 99.1 + 32.4 </td> <td> - 32.4 + 33.4 </td> </tr> <tr> @@ -4670,10 +4670,10 @@ 335 </th> <td> - 61.8 + 32.3 </td> <td> - 32.3 + 40.5 </td> </tr> <tr> @@ -4681,10 +4681,10 @@ 336 </th> <td> - 42.4 + 32.2 </td> <td> - 32.2 + 45.2 </td> </tr> <tr> @@ -4692,10 +4692,10 @@ 337 </th> <td> - 22.2 + 31.8 </td> <td> - 32.2 + 65.2 </td> </tr> <tr> @@ -4703,10 +4703,10 @@ 338 </th> <td> - 1.8 + 31.8 </td> <td> - 32.2 + 28.1 </td> </tr> <tr> @@ -4714,10 +4714,10 @@ 339 </th> <td> - 43.9 + 31.8 </td> <td> - 32.2 + 26.0 </td> </tr> <tr> @@ -4725,10 +4725,10 @@ 340 </th> <td> - 76.4 + 31.3 </td> <td> - 32.1 + 56.3 </td> </tr> <tr> @@ -4736,10 +4736,10 @@ 341 </th> <td> - 29.3 + 31.2 </td> <td> - 32.1 + 37.5 </td> </tr> <tr> @@ -4747,10 +4747,10 @@ 342 </th> <td> - 2.0 + 31.2 </td> <td> - 32.0 + 36.6 </td> </tr> <tr> @@ -4758,10 +4758,10 @@ 343 </th> <td> - 44.2 + 30.8 </td> <td> - 31.9 + 51.3 </td> </tr> <tr> @@ -4769,10 +4769,10 @@ 344 </th> <td> - 84.3 + 30.7 </td> <td> - 31.6 + 24.9 </td> </tr> <tr> @@ -4780,10 +4780,10 @@ 345 </th> <td> - 1.4 + 29.9 </td> <td> - 31.5 + 62.8 </td> </tr> <tr> @@ -4791,10 +4791,10 @@ 346 </th> <td> - 54.3 + 29.6 </td> <td> - 31.5 + 58.0 </td> </tr> <tr> @@ -4802,10 +4802,10 @@ 347 </th> <td> - 72.3 + 29.5 </td> <td> - 31.4 + 29.5 </td> </tr> <tr> @@ -4813,10 +4813,10 @@ 348 </th> <td> - 1.7 + 29.3 </td> <td> - 31.4 + 32.1 </td> </tr> <tr> @@ -4824,10 +4824,10 @@ 349 </th> <td> - 11.4 + 29.2 </td> <td> - 31.3 + 31.1 </td> </tr> <tr> @@ -4835,10 +4835,10 @@ 350 </th> <td> - 41.1 + 29.1 </td> <td> - 31.3 + 25.8 </td> </tr> <tr> @@ -4846,10 +4846,10 @@ 351 </th> <td> - 97.7 + 29.0 </td> <td> - 31.2 + 46.8 </td> </tr> <tr> @@ -4857,10 +4857,10 @@ 352 </th> <td> - 41.6 + 28.6 </td> <td> - 31.2 + 29.1 </td> </tr> <tr> @@ -4868,10 +4868,10 @@ 353 </th> <td> - 29.2 + 28.6 </td> <td> - 31.1 + 26.2 </td> </tr> <tr> @@ -4879,10 +4879,10 @@ 354 </th> <td> - 22.3 + 27.8 </td> <td> - 31.0 + 46.2 </td> </tr> <tr> @@ -4890,10 +4890,10 @@ 355 </th> <td> - 1.4 + 27.7 </td> <td> - 30.9 + 37.9 </td> </tr> <tr> @@ -4901,10 +4901,10 @@ 356 </th> <td> - 94.7 + 27.5 </td> <td> - 30.9 + 35.7 </td> </tr> <tr> @@ -4912,10 +4912,10 @@ 357 </th> <td> - 19.0 + 27.4 </td> <td> - 30.9 + 33.9 </td> </tr> <tr> @@ -4923,10 +4923,10 @@ 358 </th> <td> - 49.6 + 27.2 </td> <td> - 30.8 + 26.7 </td> </tr> <tr> @@ -4934,10 +4934,10 @@ 359 </th> <td> - 11.5 + 27.0 </td> <td> - 30.8 + 28.3 </td> </tr> <tr> @@ -4945,10 +4945,10 @@ 360 </th> <td> - 78.7 + 26.7 </td> <td> - 30.7 + 79.5 </td> </tr> <tr> @@ -4956,10 +4956,10 @@ 361 </th> <td> - 67.5 + 26.6 </td> <td> - 30.7 + 49.1 </td> </tr> <tr> @@ -4967,10 +4967,10 @@ 362 </th> <td> - 51.5 + 26.5 </td> <td> - 30.6 + 28.3 </td> </tr> <tr> @@ -4978,10 +4978,10 @@ 363 </th> <td> - 11.2 + 26.2 </td> <td> - 30.6 + 32.8 </td> </tr> <tr> @@ -4989,10 +4989,10 @@ 364 </th> <td> - 20.0 + 25.6 </td> <td> - 30.3 + 25.1 </td> </tr> <tr> @@ -5000,10 +5000,10 @@ 365 </th> <td> - 98.1 + 25.4 </td> <td> - 30.3 + 28.2 </td> </tr> <tr> @@ -5011,10 +5011,10 @@ 366 </th> <td> - 36.8 + 25.1 </td> <td> - 30.3 + 50.2 </td> </tr> <tr> @@ -5022,10 +5022,10 @@ 367 </th> <td> - 11.7 + 25.1 </td> <td> - 30.2 + 45.9 </td> </tr> <tr> @@ -5033,10 +5033,10 @@ 368 </th> <td> - 77.8 + 25.1 </td> <td> - 30.1 + 25.9 </td> </tr> <tr> @@ -5044,10 +5044,10 @@ 369 </th> <td> - 91.2 + 24.9 </td> <td> - 30.0 + 52.1 </td> </tr> <tr> @@ -5055,10 +5055,10 @@ 370 </th> <td> - 99.7 + 24.9 </td> <td> - 30.0 + 50.5 </td> </tr> <tr> @@ -5066,10 +5066,10 @@ 371 </th> <td> - 2.8 + 24.9 </td> <td> - 29.9 + 42.7 </td> </tr> <tr> @@ -5077,10 +5077,10 @@ 372 </th> <td> - 44.2 + 24.2 </td> <td> - 29.9 + 41.9 </td> </tr> <tr> @@ -5088,10 +5088,10 @@ 373 </th> <td> - 8.3 + 24.2 </td> <td> - 29.9 + 29.5 </td> </tr> <tr> @@ -5099,10 +5099,10 @@ 374 </th> <td> - 65.1 + 24.2 </td> <td> - 29.7 + 27.9 </td> </tr> <tr> @@ -5110,10 +5110,10 @@ 375 </th> <td> - 29.5 + 23.9 </td> <td> - 29.5 + 49.7 </td> </tr> <tr> @@ -5121,10 +5121,10 @@ 376 </th> <td> - 99.8 + 23.7 </td> <td> - 29.5 + 28.3 </td> </tr> <tr> @@ -5132,10 +5132,10 @@ 377 </th> <td> - 24.2 + 23.3 </td> <td> - 29.5 + 49.7 </td> </tr> <tr> @@ -5143,10 +5143,10 @@ 378 </th> <td> - 59.7 + 23.3 </td> <td> - 29.5 + 27.8 </td> </tr> <tr> @@ -5154,10 +5154,10 @@ 379 </th> <td> - 42.9 + 23.1 </td> <td> - 29.4 + 26.7 </td> </tr> <tr> @@ -5165,10 +5165,10 @@ 380 </th> <td> - 42.6 + 22.8 </td> <td> - 29.2 + 26.0 </td> </tr> <tr> @@ -5176,10 +5176,10 @@ 381 </th> <td> - 28.6 + 22.7 </td> <td> - 29.1 + 50.4 </td> </tr> <tr> @@ -5187,10 +5187,10 @@ 382 </th> <td> - 4.7 + 22.7 </td> <td> - 29.0 + 40.6 </td> </tr> <tr> @@ -5198,10 +5198,10 @@ 383 </th> <td> - 57.6 + 22.5 </td> <td> - 29.0 + 39.3 </td> </tr> <tr> @@ -5209,10 +5209,10 @@ 384 </th> <td> - 73.9 + 22.5 </td> <td> - 28.6 + 27.4 </td> </tr> <tr> @@ -5220,10 +5220,10 @@ 385 </th> <td> - 12.5 + 22.4 </td> <td> - 28.6 + 23.8 </td> </tr> <tr> @@ -5231,10 +5231,10 @@ 386 </th> <td> - 48.6 + 22.3 </td> <td> - 28.4 + 31.0 </td> </tr> <tr> @@ -5242,10 +5242,10 @@ 387 </th> <td> - 26.5 + 22.2 </td> <td> - 28.3 + 32.2 </td> </tr> <tr> @@ -5253,10 +5253,10 @@ 388 </th> <td> - 1.3 + 22.1 </td> <td> - 28.3 + 40.6 </td> </tr> <tr> @@ -5264,10 +5264,10 @@ 389 </th> <td> - 23.7 + 22.0 </td> <td> - 28.3 + 38.6 </td> </tr> <tr> @@ -5275,10 +5275,10 @@ 390 </th> <td> - 27.0 + 21.9 </td> <td> - 28.3 + 26.6 </td> </tr> <tr> @@ -5286,10 +5286,10 @@ 391 </th> <td> - 8.2 + 21.6 </td> <td> - 28.3 + 35.7 </td> </tr> <tr> @@ -5297,10 +5297,10 @@ 392 </th> <td> - 50.8 + 21.6 </td> <td> - 28.2 + 33.5 </td> </tr> <tr> @@ -5308,10 +5308,10 @@ 393 </th> <td> - 95.4 + 21.4 </td> <td> - 28.2 + 24.7 </td> </tr> <tr> @@ -5319,10 +5319,10 @@ 394 </th> <td> - 25.4 + 21.3 </td> <td> - 28.2 + 34.5 </td> </tr> <tr> @@ -5330,10 +5330,10 @@ 395 </th> <td> - 65.3 + 21.2 </td> <td> - 28.2 + 58.8 </td> </tr> <tr> @@ -5341,10 +5341,10 @@ 396 </th> <td> - 85.7 + 21.2 </td> <td> - 28.1 + 41.8 </td> </tr> <tr> @@ -5352,10 +5352,10 @@ 397 </th> <td> - 2.8 + 21.2 </td> <td> - 28.1 + 24.2 </td> </tr> <tr> @@ -5363,10 +5363,10 @@ 398 </th> <td> - 31.8 + 20.9 </td> <td> - 28.1 + 23.5 </td> </tr> <tr> @@ -5374,10 +5374,10 @@ 399 </th> <td> - 1.9 + 20.7 </td> <td> - 28.0 + 34.0 </td> </tr> <tr> @@ -5385,10 +5385,10 @@ 400 </th> <td> - 58.7 + 20.7 </td> <td> - 27.9 + 32.8 </td> </tr> <tr> @@ -5396,10 +5396,10 @@ 401 </th> <td> - 15.2 + 20.3 </td> <td> - 27.9 + 27.3 </td> </tr> <tr> @@ -5407,10 +5407,10 @@ 402 </th> <td> - 24.2 + 20.0 </td> <td> - 27.9 + 30.3 </td> </tr> <tr> @@ -5418,10 +5418,10 @@ 403 </th> <td> - 23.3 + 19.7 </td> <td> - 27.8 + 44.1 </td> </tr> <tr> @@ -5429,10 +5429,10 @@ 404 </th> <td> - 13.3 + 19.6 </td> <td> - 27.6 + 24.3 </td> </tr> <tr> @@ -5440,10 +5440,10 @@ 405 </th> <td> - 59.9 + 19.5 </td> <td> - 27.6 + 36.1 </td> </tr> <tr> @@ -5451,10 +5451,10 @@ 406 </th> <td> - 1.9 + 19.2 </td> <td> - 27.6 + 36.9 </td> </tr> <tr> @@ -5462,10 +5462,10 @@ 407 </th> <td> - 18.5 + 19.0 </td> <td> - 27.4 + 30.9 </td> </tr> <tr> @@ -5473,10 +5473,10 @@ 408 </th> <td> - 22.5 + 18.6 </td> <td> - 27.4 + 35.3 </td> </tr> <tr> @@ -5484,10 +5484,10 @@ 409 </th> <td> - 20.3 + 18.5 </td> <td> - 27.3 + 27.4 </td> </tr> <tr> @@ -5495,10 +5495,10 @@ 410 </th> <td> - 4.0 + 18.4 </td> <td> - 27.2 + 25.2 </td> </tr> <tr> @@ -5506,10 +5506,10 @@ 411 </th> <td> - 9.0 + 18.1 </td> <td> - 27.2 + 34.8 </td> </tr> <tr> @@ -5517,10 +5517,10 @@ 412 </th> <td> - 59.6 + 17.7 </td> <td> - 27.2 + 41.4 </td> </tr> <tr> @@ -5528,10 +5528,10 @@ 413 </th> <td> - 8.4 + 16.2 </td> <td> - 27.1 + 52.6 </td> </tr> <tr> @@ -5539,10 +5539,10 @@ 414 </th> <td> - 36.3 + 16.2 </td> <td> - 27.1 + 26.8 </td> </tr> <tr> @@ -5550,10 +5550,10 @@ 415 </th> <td> - 51.1 + 16.1 </td> <td> - 27.0 + 25.7 </td> </tr> <tr> @@ -5572,10 +5572,10 @@ 417 </th> <td> - 4.6 + 15.3 </td> <td> - 27.0 + 25.7 </td> </tr> <tr> @@ -5583,10 +5583,10 @@ 418 </th> <td> - 5.1 + 15.2 </td> <td> - 26.9 + 27.9 </td> </tr> <tr> @@ -5594,10 +5594,10 @@ 419 </th> <td> - 16.2 + 15.1 </td> <td> - 26.8 + 36.8 </td> </tr> <tr> @@ -5605,10 +5605,10 @@ 420 </th> <td> - 35.4 + 14.9 </td> <td> - 26.8 + 24.7 </td> </tr> <tr> @@ -5616,10 +5616,10 @@ 421 </th> <td> - 13.6 + 14.8 </td> <td> - 26.7 + 39.7 </td> </tr> <tr> @@ -5627,10 +5627,10 @@ 422 </th> <td> - 12.6 + 14.8 </td> <td> - 26.7 + 24.8 </td> </tr> <tr> @@ -5638,10 +5638,10 @@ 423 </th> <td> - 27.2 + 14.8 </td> <td> - 26.7 + 23.9 </td> </tr> <tr> @@ -5649,10 +5649,10 @@ 424 </th> <td> - 23.1 + 14.5 </td> <td> - 26.7 + 53.7 </td> </tr> <tr> @@ -5660,10 +5660,10 @@ 425 </th> <td> - 51.7 + 14.2 </td> <td> - 26.7 + 25.9 </td> </tr> <tr> @@ -5671,10 +5671,10 @@ 426 </th> <td> - 21.9 + 14.0 </td> <td> - 26.6 + 32.5 </td> </tr> <tr> @@ -5682,10 +5682,10 @@ 427 </th> <td> - 99.8 + 13.8 </td> <td> - 26.5 + 35.9 </td> </tr> <tr> @@ -5693,10 +5693,10 @@ 428 </th> <td> - 2.6 + 13.6 </td> <td> - 26.4 + 26.7 </td> </tr> <tr> @@ -5704,10 +5704,10 @@ 429 </th> <td> - 64.6 + 13.5 </td> <td> - 26.3 + 36.0 </td> </tr> <tr> @@ -5715,10 +5715,10 @@ 430 </th> <td> - 44.0 + 13.5 </td> <td> - 26.3 + 24.7 </td> </tr> <tr> @@ -5726,10 +5726,10 @@ 431 </th> <td> - 28.6 + 13.3 </td> <td> - 26.2 + 27.6 </td> </tr> <tr> @@ -5737,10 +5737,10 @@ 432 </th> <td> - 53.1 + 12.6 </td> <td> - 26.2 + 26.7 </td> </tr> <tr> @@ -5748,10 +5748,10 @@ 433 </th> <td> - 34.3 + 12.5 </td> <td> - 26.2 + 50.2 </td> </tr> <tr> @@ -5759,10 +5759,10 @@ 434 </th> <td> - 5.9 + 12.5 </td> <td> - 26.2 + 28.6 </td> </tr> <tr> @@ -5770,10 +5770,10 @@ 435 </th> <td> - 34.7 + 12.4 </td> <td> - 26.2 + 26.0 </td> </tr> <tr> @@ -5781,10 +5781,10 @@ 436 </th> <td> - 12.4 + 11.7 </td> <td> - 26.0 + 50.2 </td> </tr> <tr> @@ -5792,10 +5792,10 @@ 437 </th> <td> - 65.5 + 11.7 </td> <td> - 26.0 + 30.2 </td> </tr> <tr> @@ -5803,10 +5803,10 @@ 438 </th> <td> - 31.8 + 11.6 </td> <td> - 26.0 + 59.9 </td> </tr> <tr> @@ -5814,10 +5814,10 @@ 439 </th> <td> - 97.3 + 11.6 </td> <td> - 26.0 + 24.3 </td> </tr> <tr> @@ -5825,10 +5825,10 @@ 440 </th> <td> - 22.8 + 11.5 </td> <td> - 26.0 + 30.8 </td> </tr> <tr> @@ -5836,10 +5836,10 @@ 441 </th> <td> - 68.0 + 11.4 </td> <td> - 25.9 + 31.3 </td> </tr> <tr> @@ -5847,10 +5847,10 @@ 442 </th> <td> - 14.2 + 11.2 </td> <td> - 25.9 + 30.6 </td> </tr> <tr> @@ -5858,10 +5858,10 @@ 443 </th> <td> - 25.1 + 10.9 </td> <td> - 25.9 + 24.9 </td> </tr> <tr> @@ -5869,10 +5869,10 @@ 444 </th> <td> - 36.5 + 10.0 </td> <td> - 25.9 + 24.9 </td> </tr> <tr> @@ -5880,10 +5880,10 @@ 445 </th> <td> - 29.1 + 9.6 </td> <td> - 25.8 + 24.5 </td> </tr> <tr> @@ -5891,10 +5891,10 @@ 446 </th> <td> - 41.6 + 9.6 </td> <td> - 25.8 + 24.1 </td> </tr> <tr> @@ -5902,10 +5902,10 @@ 447 </th> <td> - 34.1 + 9.4 </td> <td> - 25.7 + 39.6 </td> </tr> <tr> @@ -5913,10 +5913,10 @@ 448 </th> <td> - 16.1 + 9.0 </td> <td> - 25.7 + 27.2 </td> </tr> <tr> @@ -5924,10 +5924,10 @@ 449 </th> <td> - 72.5 + 8.9 </td> <td> - 25.7 + 23.4 </td> </tr> <tr> @@ -5935,10 +5935,10 @@ 450 </th> <td> - 96.4 + 8.5 </td> <td> - 25.7 + 36.2 </td> </tr> <tr> @@ -5946,10 +5946,10 @@ 451 </th> <td> - 15.3 + 8.5 </td> <td> - 25.7 + 23.4 </td> </tr> <tr> @@ -5957,10 +5957,10 @@ 452 </th> <td> - 94.8 + 8.4 </td> <td> - 25.6 + 27.1 </td> </tr> <tr> @@ -5968,10 +5968,10 @@ 453 </th> <td> - 98.4 + 8.3 </td> <td> - 25.5 + 29.9 </td> </tr> <tr> @@ -5979,10 +5979,10 @@ 454 </th> <td> - 55.3 + 8.2 </td> <td> - 25.5 + 28.3 </td> </tr> <tr> @@ -5990,10 +5990,10 @@ 455 </th> <td> - 4.1 + 7.7 </td> <td> - 25.2 + 23.2 </td> </tr> <tr> @@ -6001,10 +6001,10 @@ 456 </th> <td> - 94.4 + 7.0 </td> <td> - 25.2 + 48.8 </td> </tr> <tr> @@ -6012,10 +6012,10 @@ 457 </th> <td> - 73.1 + 7.0 </td> <td> - 25.2 + 44.3 </td> </tr> <tr> @@ -6023,10 +6023,10 @@ 458 </th> <td> - 18.4 + 6.3 </td> <td> - 25.2 + 38.1 </td> </tr> <tr> @@ -6034,10 +6034,10 @@ 459 </th> <td> - 45.1 + 6.2 </td> <td> - 25.2 + 34.3 </td> </tr> <tr> @@ -6045,10 +6045,10 @@ 460 </th> <td> - 25.6 + 6.0 </td> <td> - 25.1 + 44.0 </td> </tr> <tr> @@ -6056,10 +6056,10 @@ 461 </th> <td> - 38.6 + 5.9 </td> <td> - 25.0 + 46.0 </td> </tr> <tr> @@ -6067,10 +6067,10 @@ 462 </th> <td> - 30.7 + 5.9 </td> <td> - 24.9 + 26.2 </td> </tr> <tr> @@ -6078,10 +6078,10 @@ 463 </th> <td> - 10.9 + 5.1 </td> <td> - 24.9 + 33.4 </td> </tr> <tr> @@ -6089,10 +6089,10 @@ 464 </th> <td> - 10.0 + 5.1 </td> <td> - 24.9 + 26.9 </td> </tr> <tr> @@ -6100,10 +6100,10 @@ 465 </th> <td> - 14.8 + 4.8 </td> <td> - 24.8 + 33.2 </td> </tr> <tr> @@ -6111,10 +6111,10 @@ 466 </th> <td> - 70.8 + 4.7 </td> <td> - 24.7 + 29.0 </td> </tr> <tr> @@ -6122,10 +6122,10 @@ 467 </th> <td> - 14.9 + 4.6 </td> <td> - 24.7 + 62.2 </td> </tr> <tr> @@ -6133,10 +6133,10 @@ 468 </th> <td> - 21.4 + 4.6 </td> <td> - 24.7 + 27.0 </td> </tr> <tr> @@ -6144,10 +6144,10 @@ 469 </th> <td> - 13.5 + 4.3 </td> <td> - 24.7 + 45.9 </td> </tr> <tr> @@ -6155,10 +6155,10 @@ 470 </th> <td> - 52.7 + 4.1 </td> <td> - 24.6 + 25.2 </td> </tr> <tr> @@ -6166,10 +6166,10 @@ 471 </th> <td> - 48.5 + 4.0 </td> <td> - 24.6 + 27.2 </td> </tr> <tr> @@ -6177,10 +6177,10 @@ 472 </th> <td> - 51.0 + 3.5 </td> <td> - 24.6 + 41.9 </td> </tr> <tr> @@ -6188,10 +6188,10 @@ 473 </th> <td> - 9.6 + 3.4 </td> <td> - 24.5 + 32.6 </td> </tr> <tr> @@ -6199,10 +6199,10 @@ 474 </th> <td> - 68.7 + 3.2 </td> <td> - 24.4 + 34.7 </td> </tr> <tr> @@ -6210,10 +6210,10 @@ 475 </th> <td> - 2.1 + 3.2 </td> <td> - 24.4 + 33.2 </td> </tr> <tr> @@ -6232,10 +6232,10 @@ 477 </th> <td> - 11.6 + 2.8 </td> <td> - 24.3 + 29.9 </td> </tr> <tr> @@ -6243,10 +6243,10 @@ 478 </th> <td> - 19.6 + 2.8 </td> <td> - 24.3 + 28.1 </td> </tr> <tr> @@ -6254,10 +6254,10 @@ 479 </th> <td> - 21.2 + 2.7 </td> <td> - 24.2 + 61.4 </td> </tr> <tr> @@ -6265,10 +6265,10 @@ 480 </th> <td> - 9.6 + 2.6 </td> <td> - 24.1 + 26.4 </td> </tr> <tr> @@ -6276,10 +6276,10 @@ 481 </th> <td> - 85.1 + 2.5 </td> <td> - 24.0 + 36.6 </td> </tr> <tr> @@ -6287,10 +6287,10 @@ 482 </th> <td> - 39.7 + 2.3 </td> <td> - 23.9 + 47.6 </td> </tr> <tr> @@ -6309,10 +6309,10 @@ 484 </th> <td> - 14.8 + 2.1 </td> <td> - 23.9 + 24.4 </td> </tr> <tr> @@ -6320,10 +6320,10 @@ 485 </th> <td> - 1.2 + 2.0 </td> <td> - 23.9 + 40.9 </td> </tr> <tr> @@ -6331,10 +6331,10 @@ 486 </th> <td> - 57.1 + 2.0 </td> <td> - 24.0 + 32.0 </td> </tr> <tr> @@ -6342,10 +6342,10 @@ 487 </th> <td> - 22.4 + 1.9 </td> <td> - 23.8 + 28.0 </td> </tr> <tr> @@ -6353,10 +6353,10 @@ 488 </th> <td> - 96.4 + 1.9 </td> <td> - 23.7 + 27.6 </td> </tr> <tr> @@ -6364,10 +6364,10 @@ 489 </th> <td> - 47.5 + 1.8 </td> <td> - 23.7 + 32.2 </td> </tr> <tr> @@ -6378,7 +6378,7 @@ 1.7 </td> <td> - 23.6 + 61.0 </td> </tr> <tr> @@ -6386,10 +6386,10 @@ 491 </th> <td> - 38.1 + 1.7 </td> <td> - 23.6 + 38.0 </td> </tr> <tr> @@ -6397,10 +6397,10 @@ 492 </th> <td> - 79.8 + 1.7 </td> <td> - 23.5 + 31.4 </td> </tr> <tr> @@ -6408,10 +6408,10 @@ 493 </th> <td> - 37.2 + 1.7 </td> <td> - 23.5 + 23.6 </td> </tr> <tr> @@ -6419,10 +6419,10 @@ 494 </th> <td> - 20.9 + 1.4 </td> <td> - 23.5 + 41.6 </td> </tr> <tr> @@ -6430,10 +6430,10 @@ 495 </th> <td> - 8.9 + 1.4 </td> <td> - 23.4 + 33.2 </td> </tr> <tr> @@ -6441,10 +6441,10 @@ 496 </th> <td> - 82.0 + 1.4 </td> <td> - 23.4 + 31.5 </td> </tr> <tr> @@ -6452,10 +6452,10 @@ 497 </th> <td> - 70.7 + 1.4 </td> <td> - 23.4 + 30.9 </td> </tr> <tr> @@ -6463,10 +6463,10 @@ 498 </th> <td> - 8.5 + 1.3 </td> <td> - 23.4 + 28.3 </td> </tr> <tr> @@ -6474,10 +6474,10 @@ 499 </th> <td> - 7.7 + 1.2 </td> <td> - 23.2 + 23.9 </td> </tr> </tbody> @@ -6535,10 +6535,10 @@ 3 </th> <td> - 96.5 + 100.0 </td> <td> - 87.1 + 100.0 </td> </tr> <tr> @@ -6546,10 +6546,10 @@ 4 </th> <td> - 99.2 + 100.0 </td> <td> - 92.2 + 99.9 </td> </tr> <tr> @@ -6557,10 +6557,10 @@ 5 </th> <td> - 96.5 + 99.9 </td> <td> - 92.5 + 100.0 </td> </tr> <tr> @@ -6579,10 +6579,10 @@ 7 </th> <td> - 99.9 + 99.7 </td> <td> - 100.0 + 98.1 </td> </tr> <tr> @@ -6590,10 +6590,10 @@ 8 </th> <td> - 98.3 + 99.2 </td> <td> - 91.4 + 92.2 </td> </tr> <tr> @@ -6601,10 +6601,10 @@ 9 </th> <td> - 99.7 + 98.5 </td> <td> - 98.1 + 91.3 </td> </tr> <tr> @@ -6612,10 +6612,10 @@ 10 </th> <td> - 87.9 + 98.3 </td> <td> - 47.2 + 91.4 </td> </tr> <tr> @@ -6623,10 +6623,10 @@ 11 </th> <td> - 98.5 + 96.5 </td> <td> - 91.3 + 92.5 </td> </tr> <tr> @@ -6634,10 +6634,10 @@ 12 </th> <td> - 100.0 + 96.5 </td> <td> - 100.0 + 87.1 </td> </tr> <tr> @@ -6645,10 +6645,10 @@ 13 </th> <td> - 84.4 + 95.9 </td> <td> - 71.9 + 99.0 </td> </tr> <tr> @@ -6656,10 +6656,10 @@ 14 </th> <td> - 95.9 + 93.7 </td> <td> - 99.0 + 85.2 </td> </tr> <tr> @@ -6667,10 +6667,10 @@ 15 </th> <td> - 100.0 + 90.0 </td> <td> - 99.9 + 61.6 </td> </tr> <tr> @@ -6678,10 +6678,10 @@ 16 </th> <td> - 86.1 + 87.9 </td> <td> - 79.8 + 47.2 </td> </tr> <tr> @@ -6689,10 +6689,10 @@ 17 </th> <td> - 72.1 + 86.1 </td> <td> - 69.0 + 79.8 </td> </tr> <tr> @@ -6700,10 +6700,10 @@ 18 </th> <td> - 90.0 + 85.6 </td> <td> - 61.6 + 60.9 </td> </tr> <tr> @@ -6711,10 +6711,10 @@ 19 </th> <td> - 57.6 + 84.8 </td> <td> - 54.2 + 48.6 </td> </tr> <tr> @@ -6722,10 +6722,10 @@ 20 </th> <td> - 93.7 + 84.4 </td> <td> - 85.2 + 71.9 </td> </tr> <tr> @@ -6733,10 +6733,10 @@ 21 </th> <td> - 84.8 + 82.4 </td> <td> - 48.6 + 48.1 </td> </tr> <tr> @@ -6744,10 +6744,10 @@ 22 </th> <td> - 82.4 + 76.7 </td> <td> - 48.1 + 69.8 </td> </tr> <tr> @@ -6755,10 +6755,10 @@ 23 </th> <td> - 85.6 + 72.1 </td> <td> - 60.9 + 69.0 </td> </tr> <tr> @@ -6777,10 +6777,10 @@ 25 </th> <td> - 76.7 + 65.5 </td> <td> - 69.8 + 44.7 </td> </tr> <tr> @@ -6788,10 +6788,10 @@ 26 </th> <td> - 38.8 + 64.8 </td> <td> - 26.1 + 51.0 </td> </tr> <tr> @@ -6799,10 +6799,10 @@ 27 </th> <td> - 64.8 + 62.7 </td> <td> - 51.0 + 73.1 </td> </tr> <tr> @@ -6810,10 +6810,10 @@ 28 </th> <td> - 65.5 + 62.3 </td> <td> - 44.7 + 57.2 </td> </tr> <tr> @@ -6821,10 +6821,10 @@ 29 </th> <td> - 62.3 + 61.5 </td> <td> - 57.2 + 65.0 </td> </tr> <tr> @@ -6832,10 +6832,10 @@ 30 </th> <td> - 40.1 + 61.1 </td> <td> - 15.3 + 62.2 </td> </tr> <tr> @@ -6843,10 +6843,10 @@ 31 </th> <td> - 62.7 + 60.5 </td> <td> - 73.1 + 61.4 </td> </tr> <tr> @@ -6854,10 +6854,10 @@ 32 </th> <td> - 54.6 + 60.1 </td> <td> - 59.1 + 28.2 </td> </tr> <tr> @@ -6865,10 +6865,10 @@ 33 </th> <td> - 61.1 + 57.6 </td> <td> - 62.2 + 54.2 </td> </tr> <tr> @@ -6876,10 +6876,10 @@ 34 </th> <td> - 23.8 + 55.9 </td> <td> - 20.1 + 24.0 </td> </tr> <tr> @@ -6887,10 +6887,10 @@ 35 </th> <td> - 55.9 + 54.6 </td> <td> - 24.0 + 59.1 </td> </tr> <tr> @@ -6898,10 +6898,10 @@ 36 </th> <td> - 25.2 + 51.2 </td> <td> - 15.7 + 35.6 </td> </tr> <tr> @@ -6909,10 +6909,10 @@ 37 </th> <td> - 60.5 + 48.5 </td> <td> - 61.4 + 47.0 </td> </tr> <tr> @@ -6920,10 +6920,10 @@ 38 </th> <td> - 61.5 + 46.7 </td> <td> - 65.0 + 40.2 </td> </tr> <tr> @@ -6931,10 +6931,10 @@ 39 </th> <td> - 51.2 + 42.0 </td> <td> - 35.6 + 31.9 </td> </tr> <tr> @@ -6942,10 +6942,10 @@ 40 </th> <td> - 18.3 + 40.7 </td> <td> - 20.2 + 16.8 </td> </tr> <tr> @@ -6953,10 +6953,10 @@ 41 </th> <td> - 39.9 + 40.1 </td> <td> - 16.3 + 15.3 </td> </tr> <tr> @@ -6964,10 +6964,10 @@ 42 </th> <td> - 60.1 + 39.9 </td> <td> - 28.2 + 16.3 </td> </tr> <tr> @@ -6975,10 +6975,10 @@ 43 </th> <td> - 48.5 + 39.7 </td> <td> - 47.0 + 18.4 </td> </tr> <tr> @@ -6986,10 +6986,10 @@ 44 </th> <td> - 25.9 + 39.6 </td> <td> - 22.2 + 22.4 </td> </tr> <tr> @@ -6997,10 +6997,10 @@ 45 </th> <td> - 19.2 + 38.8 </td> <td> - 25.9 + 26.1 </td> </tr> <tr> @@ -7008,10 +7008,10 @@ 46 </th> <td> - 46.7 + 37.6 </td> <td> - 40.2 + 35.6 </td> </tr> <tr> @@ -7019,10 +7019,10 @@ 47 </th> <td> - 39.7 + 37.0 </td> <td> - 18.4 + 13.5 </td> </tr> <tr> @@ -7030,10 +7030,10 @@ 48 </th> <td> - 26.6 + 36.6 </td> <td> - 44.2 + 26.3 </td> </tr> <tr> @@ -7041,10 +7041,10 @@ 49 </th> <td> - 2.6 + 35.2 </td> <td> - 3.7 + 37.5 </td> </tr> <tr> @@ -7052,10 +7052,10 @@ 50 </th> <td> - 40.7 + 31.2 </td> <td> - 16.8 + 44.6 </td> </tr> <tr> @@ -7063,10 +7063,10 @@ 51 </th> <td> - 35.2 + 29.2 </td> <td> - 37.5 + 23.0 </td> </tr> <tr> @@ -7074,10 +7074,10 @@ 52 </th> <td> - 39.6 + 28.5 </td> <td> - 22.4 + 25.6 </td> </tr> <tr> @@ -7085,10 +7085,10 @@ 53 </th> <td> - 37.6 + 27.2 </td> <td> - 35.6 + 29.0 </td> </tr> <tr> @@ -7096,10 +7096,10 @@ 54 </th> <td> - 31.2 + 26.6 </td> <td> - 44.6 + 44.2 </td> </tr> <tr> @@ -7107,10 +7107,10 @@ 55 </th> <td> - 22.7 + 25.9 </td> <td> - 32.1 + 22.2 </td> </tr> <tr> @@ -7118,10 +7118,10 @@ 56 </th> <td> - 29.2 + 25.5 </td> <td> - 23.0 + 24.4 </td> </tr> <tr> @@ -7129,10 +7129,10 @@ 57 </th> <td> - 18.3 + 25.2 </td> <td> - 7.2 + 15.7 </td> </tr> <tr> @@ -7140,10 +7140,10 @@ 58 </th> <td> - 37.0 + 23.8 </td> <td> - 13.5 + 20.1 </td> </tr> <tr> @@ -7151,10 +7151,10 @@ 59 </th> <td> - 42.0 + 22.7 </td> <td> - 31.9 + 32.1 </td> </tr> <tr> @@ -7162,10 +7162,10 @@ 60 </th> <td> - 36.6 + 20.7 </td> <td> - 26.3 + 13.3 </td> </tr> <tr> @@ -7173,10 +7173,10 @@ 61 </th> <td> - 15.5 + 20.5 </td> <td> - 10.7 + 12.5 </td> </tr> <tr> @@ -7184,10 +7184,10 @@ 62 </th> <td> - 27.2 + 19.4 </td> <td> - 29.0 + 13.9 </td> </tr> <tr> @@ -7195,10 +7195,10 @@ 63 </th> <td> - 28.5 + 19.3 </td> <td> - 25.6 + 9.8 </td> </tr> <tr> @@ -7206,10 +7206,10 @@ 64 </th> <td> - 14.9 + 19.2 </td> <td> - 16.1 + 25.9 </td> </tr> <tr> @@ -7217,10 +7217,10 @@ 65 </th> <td> - 18.6 + 19.1 </td> <td> - 5.0 + 19.2 </td> </tr> <tr> @@ -7228,10 +7228,10 @@ 66 </th> <td> - 15.6 + 18.6 </td> <td> - 14.3 + 5.0 </td> </tr> <tr> @@ -7239,10 +7239,10 @@ 67 </th> <td> - 20.5 + 18.3 </td> <td> - 12.5 + 20.2 </td> </tr> <tr> @@ -7250,10 +7250,10 @@ 68 </th> <td> - 16.5 + 18.3 </td> <td> - 7.6 + 7.2 </td> </tr> <tr> @@ -7261,10 +7261,10 @@ 69 </th> <td> - 19.1 + 17.8 </td> <td> - 19.2 + 8.5 </td> </tr> <tr> @@ -7272,10 +7272,10 @@ 70 </th> <td> - 19.3 + 17.7 </td> <td> - 9.8 + 10.6 </td> </tr> <tr> @@ -7283,10 +7283,10 @@ 71 </th> <td> - 17.7 + 16.5 </td> <td> - 10.6 + 7.6 </td> </tr> <tr> @@ -7294,10 +7294,10 @@ 72 </th> <td> - 7.9 + 15.6 </td> <td> - 8.2 + 14.3 </td> </tr> <tr> @@ -7305,10 +7305,10 @@ 73 </th> <td> - 5.4 + 15.5 </td> <td> - 7.3 + 10.7 </td> </tr> <tr> @@ -7316,10 +7316,10 @@ 74 </th> <td> - 14.8 + 14.9 </td> <td> - 8.2 + 16.1 </td> </tr> <tr> @@ -7327,10 +7327,10 @@ 75 </th> <td> - 25.5 + 14.8 </td> <td> - 24.4 + 8.2 </td> </tr> <tr> @@ -7338,10 +7338,10 @@ 76 </th> <td> - 17.8 + 9.6 </td> <td> - 8.5 + 3.8 </td> </tr> <tr> @@ -7349,10 +7349,10 @@ 77 </th> <td> - 8.4 + 9.5 </td> <td> - 6.5 + 4.2 </td> </tr> <tr> @@ -7360,10 +7360,10 @@ 78 </th> <td> - 3.1 + 8.4 </td> <td> - 3.7 + 6.5 </td> </tr> <tr> @@ -7371,10 +7371,10 @@ 79 </th> <td> - 20.7 + 7.9 </td> <td> - 13.3 + 8.2 </td> </tr> <tr> @@ -7382,10 +7382,10 @@ 80 </th> <td> - 9.5 + 5.4 </td> <td> - 4.2 + 7.3 </td> </tr> <tr> @@ -7393,10 +7393,10 @@ 81 </th> <td> - 19.4 + 3.1 </td> <td> - 13.9 + 3.7 </td> </tr> <tr> @@ -7404,10 +7404,10 @@ 82 </th> <td> - 9.6 + 2.6 </td> <td> - 3.8 + 3.7 </td> </tr> </tbody> @@ -7432,10 +7432,10 @@ 0 </th> <td> - 76.0 + 100.0 </td> <td> - 68.9 + 96.3 </td> </tr> <tr> @@ -7443,10 +7443,10 @@ 1 </th> <td> - 38.0 + 100.0 </td> <td> - 96.0 + 90.0 </td> </tr> <tr> @@ -7454,10 +7454,10 @@ 2 </th> <td> - 24.2 + 100.0 </td> <td> - 89.2 + 24.5 </td> </tr> <tr> @@ -7465,10 +7465,10 @@ 3 </th> <td> - 96.8 + 99.8 </td> <td> - 48.2 + 91.9 </td> </tr> <tr> @@ -7476,10 +7476,10 @@ 4 </th> <td> - 7.7 + 99.8 </td> <td> - 43.3 + 83.6 </td> </tr> <tr> @@ -7487,10 +7487,10 @@ 5 </th> <td> - 17.4 + 98.3 </td> <td> - 2.7 + 34.6 </td> </tr> <tr> @@ -7498,10 +7498,10 @@ 6 </th> <td> - 96.5 + 96.8 </td> <td> - 65.4 + 48.2 </td> </tr> <tr> @@ -7509,10 +7509,10 @@ 7 </th> <td> - 68.9 + 96.5 </td> <td> - 95.1 + 65.4 </td> </tr> <tr> @@ -7520,10 +7520,10 @@ 8 </th> <td> - 22.3 + 96.4 </td> <td> - 3.9 + 95.0 </td> </tr> <tr> @@ -7531,10 +7531,10 @@ 9 </th> <td> - 87.3 + 91.9 </td> <td> - 36.9 + 27.8 </td> </tr> <tr> @@ -7542,10 +7542,10 @@ 10 </th> <td> - 19.5 + 91.7 </td> <td> - 1.8 + 69.7 </td> </tr> <tr> @@ -7553,10 +7553,10 @@ 11 </th> <td> - 69.4 + 88.9 </td> <td> - 4.5 + 24.2 </td> </tr> <tr> @@ -7564,10 +7564,10 @@ 12 </th> <td> - 5.1 + 87.3 </td> <td> - 27.4 + 36.9 </td> </tr> <tr> @@ -7575,10 +7575,10 @@ 13 </th> <td> - 41.3 + 87.0 </td> <td> - 51.6 + 10.3 </td> </tr> <tr> @@ -7586,10 +7586,10 @@ 14 </th> <td> - 100.0 + 84.2 </td> <td> - 24.5 + 98.7 </td> </tr> <tr> @@ -7597,10 +7597,10 @@ 15 </th> <td> - 40.8 + 83.8 </td> <td> - 4.3 + 27.5 </td> </tr> <tr> @@ -7608,10 +7608,10 @@ 16 </th> <td> - 88.9 + 79.8 </td> <td> - 24.2 + 73.5 </td> </tr> <tr> @@ -7619,10 +7619,10 @@ 17 </th> <td> - 66.5 + 79.8 </td> <td> - 5.8 + 9.1 </td> </tr> <tr> @@ -7630,10 +7630,10 @@ 18 </th> <td> - 99.8 + 78.9 </td> <td> - 83.6 + 3.6 </td> </tr> <tr> @@ -7641,10 +7641,10 @@ 19 </th> <td> - 96.4 + 78.8 </td> <td> - 95.0 + 7.1 </td> </tr> <tr> @@ -7652,10 +7652,10 @@ 20 </th> <td> - 5.3 + 77.0 </td> <td> - 7.5 + 5.7 </td> </tr> <tr> @@ -7663,10 +7663,10 @@ 21 </th> <td> - 84.2 + 76.0 </td> <td> - 98.7 + 68.9 </td> </tr> <tr> @@ -7674,10 +7674,10 @@ 22 </th> <td> - 56.3 + 74.2 </td> <td> - 1.9 + 98.0 </td> </tr> <tr> @@ -7685,10 +7685,10 @@ 23 </th> <td> - 62.3 + 70.0 </td> <td> - 2.0 + 70.2 </td> </tr> <tr> @@ -7696,10 +7696,10 @@ 24 </th> <td> - 7.7 + 69.4 </td> <td> - 1.3 + 4.5 </td> </tr> <tr> @@ -7707,10 +7707,10 @@ 25 </th> <td> - 25.7 + 68.9 </td> <td> - 93.3 + 95.1 </td> </tr> <tr> @@ -7718,10 +7718,10 @@ 26 </th> <td> - 78.8 + 67.8 </td> <td> - 7.1 + 53.0 </td> </tr> <tr> @@ -7729,10 +7729,10 @@ 27 </th> <td> - 5.4 + 67.3 </td> <td> - 54.3 + 3.7 </td> </tr> <tr> @@ -7740,10 +7740,10 @@ 28 </th> <td> - 91.9 + 66.5 </td> <td> - 27.8 + 5.8 </td> </tr> <tr> @@ -7751,10 +7751,10 @@ 29 </th> <td> - 98.3 + 66.3 </td> <td> - 34.6 + 54.3 </td> </tr> <tr> @@ -7762,10 +7762,10 @@ 30 </th> <td> - 62.1 + 62.3 </td> <td> - 61.8 + 2.0 </td> </tr> <tr> @@ -7773,10 +7773,10 @@ 31 </th> <td> - 79.8 + 62.1 </td> <td> - 9.1 + 61.8 </td> </tr> <tr> @@ -7784,10 +7784,10 @@ 32 </th> <td> - 16.4 + 61.1 </td> <td> - 98.2 + 94.8 </td> </tr> <tr> @@ -7795,10 +7795,10 @@ 33 </th> <td> - 67.8 + 56.3 </td> <td> - 53.0 + 1.9 </td> </tr> <tr> @@ -7806,10 +7806,10 @@ 34 </th> <td> - 43.2 + 46.8 </td> <td> - 2.6 + 1.3 </td> </tr> <tr> @@ -7817,10 +7817,10 @@ 35 </th> <td> - 26.7 + 43.2 </td> <td> - 80.7 + 2.6 </td> </tr> <tr> @@ -7828,10 +7828,10 @@ 36 </th> <td> - 22.4 + 41.3 </td> <td> - 92.4 + 51.6 </td> </tr> <tr> @@ -7839,10 +7839,10 @@ 37 </th> <td> - 83.8 + 40.8 </td> <td> - 27.5 + 4.3 </td> </tr> <tr> @@ -7850,10 +7850,10 @@ 38 </th> <td> - 67.3 + 38.4 </td> <td> - 3.7 + 9.3 </td> </tr> <tr> @@ -7861,10 +7861,10 @@ 39 </th> <td> - 77.0 + 38.0 </td> <td> - 5.7 + 96.0 </td> </tr> <tr> @@ -7872,10 +7872,10 @@ 40 </th> <td> - 27.7 + 34.6 </td> <td> - 1.5 + 2.8 </td> </tr> <tr> @@ -7883,10 +7883,10 @@ 41 </th> <td> - 46.8 + 33.4 </td> <td> - 1.3 + 32.6 </td> </tr> <tr> @@ -7894,10 +7894,10 @@ 42 </th> <td> - 38.4 + 31.2 </td> <td> - 9.3 + 10.6 </td> </tr> <tr> @@ -7905,10 +7905,10 @@ 43 </th> <td> - 12.8 + 27.7 </td> <td> - 21.3 + 1.5 </td> </tr> <tr> @@ -7916,10 +7916,10 @@ 44 </th> <td> - 61.1 + 26.7 </td> <td> - 94.8 + 80.7 </td> </tr> <tr> @@ -7927,10 +7927,10 @@ 45 </th> <td> - 99.8 + 25.7 </td> <td> - 91.9 + 93.3 </td> </tr> <tr> @@ -7938,10 +7938,10 @@ 46 </th> <td> - 66.3 + 24.2 </td> <td> - 54.3 + 89.2 </td> </tr> <tr> @@ -7949,10 +7949,10 @@ 47 </th> <td> - 79.8 + 22.4 </td> <td> - 73.5 + 92.4 </td> </tr> <tr> @@ -7960,10 +7960,10 @@ 48 </th> <td> - 15.7 + 22.3 </td> <td> - 30.1 + 3.9 </td> </tr> <tr> @@ -7971,10 +7971,10 @@ 49 </th> <td> - 87.0 + 19.5 </td> <td> - 10.3 + 1.8 </td> </tr> <tr> @@ -7982,10 +7982,10 @@ 50 </th> <td> - 11.8 + 17.4 </td> <td> - 20.2 + 2.7 </td> </tr> <tr> @@ -7993,10 +7993,10 @@ 51 </th> <td> - 70.0 + 16.4 </td> <td> - 70.2 + 98.2 </td> </tr> <tr> @@ -8004,10 +8004,10 @@ 52 </th> <td> - 74.2 + 15.7 </td> <td> - 98.0 + 30.1 </td> </tr> <tr> @@ -8015,10 +8015,10 @@ 53 </th> <td> - 33.4 + 12.8 </td> <td> - 32.6 + 21.3 </td> </tr> <tr> @@ -8026,10 +8026,10 @@ 54 </th> <td> - 34.6 + 11.8 </td> <td> - 2.8 + 20.2 </td> </tr> <tr> @@ -8037,10 +8037,10 @@ 55 </th> <td> - 31.2 + 7.7 </td> <td> - 10.6 + 43.3 </td> </tr> <tr> @@ -8048,10 +8048,10 @@ 56 </th> <td> - 91.7 + 7.7 </td> <td> - 69.7 + 1.3 </td> </tr> <tr> @@ -8059,10 +8059,10 @@ 57 </th> <td> - 100.0 + 5.4 </td> <td> - 96.3 + 54.3 </td> </tr> <tr> @@ -8070,10 +8070,10 @@ 58 </th> <td> - 100.0 + 5.3 </td> <td> - 90.0 + 7.5 </td> </tr> <tr> @@ -8081,10 +8081,10 @@ 59 </th> <td> - 78.9 + 5.1 </td> <td> - 3.6 + 27.4 </td> </tr> </tbody> @@ -8481,7 +8481,7 @@ United States </td> <td> - 35.593264 + 36.240415 </td> </tr> <tr> @@ -9730,13 +9730,13 @@ 4 </th> <td> - United States + Australia </td> <td> - 83.700000 + 91.180000 </td> <td> - 65.9000 + 99.4200 </td> </tr> <tr> @@ -9744,13 +9744,13 @@ 5 </th> <td> - Australia + Singapore </td> <td> - 91.180000 + 93.050000 </td> <td> - 99.4200 + 100.0000 </td> </tr> <tr> @@ -9758,13 +9758,13 @@ 6 </th> <td> - Singapore + France </td> <td> - 93.050000 + 73.350000 </td> <td> - 100.0000 + 75.9000 </td> </tr> <tr> @@ -9786,13 +9786,13 @@ 8 </th> <td> - France + United States </td> <td> - 73.350000 + 83.700000 </td> <td> - 75.9000 + 65.9000 </td> </tr> <tr> @@ -9800,13 +9800,13 @@ 9 </th> <td> - Japan + China (Mainland) </td> <td> - 69.650000 + 84.240000 </td> <td> - 4.3500 + 55.5400 </td> </tr> <tr> @@ -9814,13 +9814,13 @@ 10 </th> <td> - China (Mainland) + Japan </td> <td> - 84.240000 + 69.650000 </td> <td> - 55.5400 + 4.3500 </td> </tr> <tr> diff --git a/p13/images/q16.jpg b/p13/images/q16.jpg 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": [] }, @@ -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" }, "tags": [] }, @@ -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": { - "iopub.execute_input": "2023-12-06T02:04:08.504086Z", - "iopub.status.busy": "2023-12-06T02:04:08.504086Z", - "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" }, "tags": [] }, @@ -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" }, "tags": [] }, @@ -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" }, "tags": [] }, @@ -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" }, "tags": [] }, @@ -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" }, "tags": [] }, @@ -1515,10 +1515,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:12.068653Z", - "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" }, "tags": [] }, @@ -1530,7 +1530,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1c64060e", + "id": "59fbafa2", "metadata": { "deletable": true, "editable": true @@ -1574,10 +1574,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:12.569395Z", - "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" }, "tags": [] }, @@ -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" }, "tags": [] }, @@ -1655,7 +1655,7 @@ { "cell_type": "code", "execution_count": null, - "id": "59ab8ce4", + "id": "9a5da3ad", "metadata": { "deletable": true, "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": { - "iopub.execute_input": "2023-12-06T02:04:13.539810Z", - "iopub.status.busy": "2023-12-06T02:04:13.539810Z", - "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": [] }, @@ -1718,7 +1723,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bd23b46b", + "id": "db4f03e4", "metadata": { "deletable": true, "editable": true @@ -1770,10 +1775,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:13.992131Z", - "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": [] }, @@ -1785,7 +1790,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e5840a0e", + "id": "b87683f3", "metadata": { "deletable": true, "editable": true @@ -1818,10 +1823,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:14.430798Z", - "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": [] }, @@ -1834,7 +1839,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4963ed8f", + "id": "8941e634", "metadata": { "deletable": true, "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, "execution": { - "iopub.execute_input": "2023-12-06T02:04:15.249612Z", - "iopub.status.busy": "2023-12-06T02:04:15.249612Z", - "iopub.status.idle": "2023-12-06T02:04:15.635174Z", - "shell.execute_reply": "2023-12-06T02:04:15.634163Z" + "iopub.execute_input": "2023-12-07T02:12:23.514947Z", + "iopub.status.busy": "2023-12-07T02:12:23.514947Z", + "iopub.status.idle": "2023-12-07T02:12:23.884101Z", + "shell.execute_reply": "2023-12-07T02:12:23.883092Z" }, "tags": [] }, @@ -1922,10 +1927,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:15.639193Z", - "iopub.status.busy": "2023-12-06T02:04:15.639193Z", - "iopub.status.idle": "2023-12-06T02:04:15.657191Z", - "shell.execute_reply": "2023-12-06T02:04:15.656161Z" + "iopub.execute_input": "2023-12-07T02:12:23.888316Z", + "iopub.status.busy": "2023-12-07T02:12:23.888316Z", + "iopub.status.idle": "2023-12-07T02:12:23.905705Z", + "shell.execute_reply": "2023-12-07T02:12:23.904678Z" }, "tags": [] }, @@ -1938,7 +1943,7 @@ { "cell_type": "code", "execution_count": null, - "id": "222b0f7d", + "id": "9bcd5432", "metadata": { "deletable": true, "editable": true @@ -1972,7 +1977,7 @@ } }, "cell_type": "markdown", - "id": "5fef6ac8", + "id": "ad4a3871", "metadata": { "deletable": true, "editable": true @@ -1991,10 +1996,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:16.865229Z", - "iopub.status.busy": "2023-12-06T02:04:16.864229Z", - "iopub.status.idle": "2023-12-06T02:04:17.195715Z", - "shell.execute_reply": "2023-12-06T02:04:17.194705Z" + "iopub.execute_input": "2023-12-07T02:12:24.979630Z", + "iopub.status.busy": "2023-12-07T02:12:24.979630Z", + "iopub.status.idle": "2023-12-07T02:12:25.271818Z", + "shell.execute_reply": "2023-12-07T02:12:25.270807Z" }, "tags": [] }, @@ -2023,10 +2028,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:17.200717Z", - "iopub.status.busy": "2023-12-06T02:04:17.199734Z", - "iopub.status.idle": "2023-12-06T02:04:17.204991Z", - "shell.execute_reply": "2023-12-06T02:04:17.203961Z" + "iopub.execute_input": "2023-12-07T02:12:25.275837Z", + "iopub.status.busy": "2023-12-07T02:12:25.275837Z", + "iopub.status.idle": "2023-12-07T02:12:25.279330Z", + "shell.execute_reply": "2023-12-07T02:12:25.279330Z" } }, "outputs": [], @@ -2056,10 +2061,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:17.208991Z", - "iopub.status.busy": "2023-12-06T02:04:17.208991Z", - "iopub.status.idle": "2023-12-06T02:04:17.226270Z", - "shell.execute_reply": "2023-12-06T02:04:17.225257Z" + "iopub.execute_input": "2023-12-07T02:12:25.284361Z", + "iopub.status.busy": "2023-12-07T02:12:25.283341Z", + "iopub.status.idle": "2023-12-07T02:12:25.298991Z", + "shell.execute_reply": "2023-12-07T02:12:25.298991Z" }, "tags": [] }, @@ -2072,7 +2077,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1edf4354", + "id": "4704ad27", "metadata": { "deletable": true, "editable": true @@ -2106,7 +2111,7 @@ } }, "cell_type": "markdown", - "id": "c03f9c32", + "id": "28288ac7", "metadata": { "deletable": true, "editable": true @@ -2125,10 +2130,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:18.287969Z", - "iopub.status.busy": "2023-12-06T02:04:18.287969Z", - "iopub.status.idle": "2023-12-06T02:04:18.631761Z", - "shell.execute_reply": "2023-12-06T02:04:18.630750Z" + "iopub.execute_input": "2023-12-07T02:12:26.239032Z", + "iopub.status.busy": "2023-12-07T02:12:26.239032Z", + "iopub.status.idle": "2023-12-07T02:12:26.532616Z", + "shell.execute_reply": "2023-12-07T02:12:26.532616Z" }, "tags": [] }, @@ -2175,10 +2180,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:18.636781Z", - "iopub.status.busy": "2023-12-06T02:04:18.635766Z", - "iopub.status.idle": "2023-12-06T02:04:18.644521Z", - "shell.execute_reply": "2023-12-06T02:04:18.644521Z" + "iopub.execute_input": "2023-12-07T02:12:26.537626Z", + "iopub.status.busy": "2023-12-07T02:12:26.537626Z", + "iopub.status.idle": "2023-12-07T02:12:26.546237Z", + "shell.execute_reply": "2023-12-07T02:12:26.546237Z" }, "tags": [] }, @@ -2190,7 +2195,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b3f2fc1f", + "id": "cd3d9edd", "metadata": { "deletable": true, "editable": true @@ -2219,10 +2224,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:19.032462Z", - "iopub.status.busy": "2023-12-06T02:04:19.032462Z", - "iopub.status.idle": "2023-12-06T02:04:19.037548Z", - "shell.execute_reply": "2023-12-06T02:04:19.036516Z" + "iopub.execute_input": "2023-12-07T02:12:26.917794Z", + "iopub.status.busy": "2023-12-07T02:12:26.917794Z", + "iopub.status.idle": "2023-12-07T02:12:26.924622Z", + "shell.execute_reply": "2023-12-07T02:12:26.922609Z" } }, "outputs": [], @@ -2247,7 +2252,7 @@ { "cell_type": "code", "execution_count": null, - "id": "71138c9d", + "id": "7ae77097", "metadata": { "deletable": true, "editable": true @@ -2281,7 +2286,7 @@ } }, "cell_type": "markdown", - "id": "e2e8acfe", + "id": "a8adbf55", "metadata": { "deletable": true, "editable": true @@ -2300,10 +2305,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:19.644413Z", - "iopub.status.busy": "2023-12-06T02:04:19.643408Z", - "iopub.status.idle": "2023-12-06T02:04:19.893611Z", - "shell.execute_reply": "2023-12-06T02:04:19.892597Z" + "iopub.execute_input": "2023-12-07T02:12:27.484428Z", + "iopub.status.busy": "2023-12-07T02:12:27.484428Z", + "iopub.status.idle": "2023-12-07T02:12:27.708462Z", + "shell.execute_reply": "2023-12-07T02:12:27.706431Z" }, "tags": [] }, @@ -2331,10 +2336,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:19.897610Z", - "iopub.status.busy": "2023-12-06T02:04:19.897610Z", - "iopub.status.idle": "2023-12-06T02:04:19.902753Z", - "shell.execute_reply": "2023-12-06T02:04:19.901738Z" + "iopub.execute_input": "2023-12-07T02:12:27.712457Z", + "iopub.status.busy": "2023-12-07T02:12:27.712457Z", + "iopub.status.idle": "2023-12-07T02:12:27.717422Z", + "shell.execute_reply": "2023-12-07T02:12:27.716413Z" } }, "outputs": [], @@ -2364,10 +2369,10 @@ "deletable": true, "editable": true, "execution": { - "iopub.execute_input": "2023-12-06T02:04:19.906753Z", - "iopub.status.busy": "2023-12-06T02:04:19.906753Z", - "iopub.status.idle": "2023-12-06T02:04:19.912111Z", - "shell.execute_reply": "2023-12-06T02:04:19.911080Z" + "iopub.execute_input": "2023-12-07T02:12:27.721421Z", + "iopub.status.busy": "2023-12-07T02:12:27.721421Z", + "iopub.status.idle": "2023-12-07T02:12:27.725543Z", + "shell.execute_reply": "2023-12-07T02:12:27.725543Z" }, "tags": [] }, @@ -2379,7 +2384,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d15acc12", + "id": "56864cae", "metadata": { "deletable": true, "editable": true @@ -2392,7 +2397,7 @@ { "cell_type": "code", "execution_count": null, - "id": "31e91cf5", + "id": "9749e162", "metadata": { "deletable": true, "editable": true @@ -2404,7 +2409,7 @@ }, { "cell_type": "markdown", - "id": "e6fcd2b1", + "id": "d3e8f2ff", "metadata": { "deletable": false, "editable": false @@ -2427,7 +2432,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b1654071", + "id": "543cfb4a", "metadata": { "cell_type": "code", "deletable": false, @@ -2443,7 +2448,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4222e304", + "id": "182271b2", "metadata": { "cell_type": "code", "deletable": false, @@ -2457,7 +2462,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b5d0f665", + "id": "a1856374", "metadata": { "cell_type": "code", "deletable": false, @@ -2471,7 +2476,7 @@ }, { "cell_type": "markdown", - "id": "9928e030", + "id": "1ff826ca", "metadata": { "deletable": false, "editable": false @@ -2698,7 +2703,7 @@ { "cases": [ { - "code": ">>> public_tests.check('q10', top_ranked_inter_faculty[[\"Faculty Student\", \"International Students\"]].reset_index(drop=True))\nAll test cases passed!\n", + "code": ">>> public_tests.check('q10', top_ranked_inter_faculty.sort_values(by=[\"Faculty Student\", \"International Students\"], ascending=[False, False])[[\"Faculty Student\", \"International Students\"]].reset_index(drop=True))\nAll test cases passed!\n", "hidden": false, "locked": false }, @@ -2939,7 +2944,7 @@ { "cases": [ { - "code": ">>> public_tests.check('q17', overall_rank[[\"Rank\", \"Overall\", \"fit\"]].reset_index(drop=True))\nAll test cases passed!\n", + "code": ">>> public_tests.check('q17', overall_rank.sort_values(by=[\"Rank\", \"Overall\", \"fit\"], ascending=(True, False, False))[[\"Rank\", \"Overall\", \"fit\"]].reset_index(drop=True))\nAll test cases passed!\n", "hidden": false, "locked": false }, @@ -2982,7 +2987,7 @@ { "cases": [ { - "code": ">>> public_tests.check('q18', inverse_overall_rank[[\"Rank\", \"Inverse Overall\", \"fit\"]].reset_index(drop=True))\nAll test cases passed!\n", + "code": ">>> public_tests.check('q18', inverse_overall_rank.sort_values(by=[\"Rank\", \"Inverse Overall\", \"fit\"], ascending=(True, False, False))[[\"Rank\", \"Inverse Overall\", \"fit\"]].reset_index(drop=True))\nAll test cases passed!\n", "hidden": false, "locked": false }, @@ -3301,7 +3306,7 @@ { "cases": [ { - "code": ">>> public_tests.check('q8', citations_overall.reset_index(drop=True))\nAll test cases passed!\n", + "code": ">>> public_tests.check('q8', citations_overall.sort_values(by=['Citations per Faculty', 'Overall'], ascending=[False, False]).reset_index(drop=True))\nAll test cases passed!\n", "hidden": false, "locked": false }, @@ -3344,7 +3349,7 @@ { "cases": [ { - "code": ">>> public_tests.check('q9', reputations_usa.reset_index(drop=True))\nAll test cases passed!\n", + "code": ">>> public_tests.check('q9', reputations_usa.sort_values(by=['Academic Reputation', 'Employer Reputation'], ascending=[False, False]).reset_index(drop=True))\nAll test cases passed!\n", "hidden": false, "locked": false }, diff --git a/p13/public_tests.py b/p13/public_tests.py index 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'