GEOGRAPHY 107
  Updated:  MAY 15 AT 6PM                                                                                                   -
                                                                                                                  -
  Introduction to Human Geography - GEOG 107 -  FINAL GRADES                                     **Pctl -  Your percentile vs. the rest of the class     -
  SPRING 2018 - GRADES - Tuesday / Thursday Section                                                           Your RNG% is the one used to assign a letter grade in the class. -
  Grades are posted for this course regularly.  It is your obligation to check these grades regularly                                                                               -
  Locate the code you supplied early in the semester, and inspect your grades on the quizzes (in columns).  Totals are in the columns to the right                                                               -
  If you suspect an error, or have a question, you must contact Dr. Graves as soon as possible.                                                                                   -
                                                              Running Percentages - -
  CODE   Online Preparation Quizzes Total - MapQuiz - Midterms 1 and 2   Assess Participation    Labs (GIS on the VSL) Lab % - Quizzes Map Quiz Participation Labs Exams Semester RANK Running Grade CODE - -
- CODE - Jedi Q1 Q2 Q3 Q4 Q5 Q6 Q7 Q8 Q9 Q10 Q11 Q12 QT - PrMQ MQ MQ% - Stdy1 MC E1% Stdy2 MC E2% - Assess Asmt2 CC F6 M1 M29 PT - Lab0 Lab1a Lab1b Arson Zombi Ghetto Donut Lab - Quz% Map% Part% Lab% Ex% Sem% Pctl Rng% Grade CODE x -
- 0022 - 100 66.7 80 46.7 66.7 53.333 0 87 0 66.7 0 87 70 723 - 1 10 73.3 - 2.3 28 62 2.3 39 92 - 53.3 1 1 1 1 1 5.0 - 100 100 88 87 44 0 0 49.3 - 65.8 73.3 100 49 77.0 100 26 68.4 D 0022 x x
- 0099 - 100 90 93.33 86.7 100 80 100 93 93.33 80 85 87 86.7 1175 - 1 15 106.7 - 2.3 32 71 2.3 36 85 - 46.7 1 1 1 1 0 4.0 - 100 100 100 90 61 65 90 82.1 - 106.8 106.7 80 82 78.1 100 63 83.7 B 0099 x x
- 0111 - 100 73.3 73.33 60 80 66.667 73.3 73 73.33 66.7 60 67 93.3 960 - 1 14 100.0 - 2.3 31 69 2.3 36 85 - 33.3 1 1 1 1 2 6.0 - 100 80 88 87 61 94 110 87.9 - 87.3 100.0 120 88 77.0 100 65 84.4 B 0111 x x
- 0115 - 80 60 46.67 60 53.3 53.333 60 93 60 73.3 90 67 120 917 - 1 12 86.7 - 2.3 35 78 2.3 39 92 - 13.3 1 1 1 1 1 5.0 - 100 100 100 63 67 76 100 80.0 - 83.3 86.7 100 80 84.8 100 64 84.0 B 0115 x x
- 0217 - 0 53.3 73.33 50 73.3 70 66.7 80 73.33 46.7 80 60 90 817 - 1 3 26.7 - 2.3 20 44 2.3 24 58 - 46.7 1 1 1 0 0 3.0 - 100 80 88 93 56 41 50 68.2 - 74.2 26.7 60 68 51.5 100 11 58.9 F 0217 x x
- 0220 - 100 100 93.33 93.3 86.7 80 93.3 90 100 86.7 90 80 0 1093 - 1 15 106.7 - 2.3 44 98 2.3 40 94 - 73.3 1 1 1 0 0 3.0 - 100 100 100 100 72 106 0 79.9 - 99.4 106.7 60 80 95.9 100 81 90.0 A 0220 x x
- 0224 - 0 86.7 80 0 86.7 53.333 66.7 73 73.33 66.7 75 60 107 828 - 1 15 106.7 - 2.3 32 71 2.3 41 96 - 46.7 1 1 1 0 3 6.0 - 100 80 88 67 67 76 100 78.3 - 75.3 106.7 120 78 83.7 100 62 83.6 B 0224 x x
- 0228 - 0 40 73.33 0 0 0 33.3 47 73.33 40 0 0 0 307 - 0 0 0.0 - 2.3 20 44 0     - 6.7 0 1 0 1 0 2.0 - 100 0 88 87 0 0 0 35.3 - 27.9 0.0 40 35 22.2 100 3 27.0 F 0228 x x
- 0299 - 0 53.3 80 86.7 60 86.667 93.3 67 0 73.3 90 60 86.7 837 - 1 14 100.0 - 2.3 42 93 2.3 38 90 - 73.3 1 1 0 1 0 3.0 - 100 100 88 93 94 82 70 87.6 - 76.1 100.0 60 88 91.5 100 74 87.1 B 0299 x x
- 0372 - 0 93.3 93.33 80 43.3 93.333 66.7 80 86.67 0 80 0 0 717 - 1 15 106.7 - 2.3 27 60 2.3 31 74 - 33.3 1 1 1 0 0 3.0 - 100 100 100 100 100 94 110 100.5 - 65.2 106.7 60 100 67.0 100 50 77.7 C 0372 x x
- 0414 - 90 93.3 66.67 86.7 86.7 86.667 0 87 93.33 60 90 67 80 987 - 1 14 100.0 - 2.3 40 89 2.3 37 87 - 26.7 1 1 1 1 1 5.0 - 100 100 100 87 61 71 110 85.7 - 89.7 100.0 100 86 88.1 100 79 88.6 B 0414 x x
- 0417 - 100 0 0 73.3 0 73.333 73.3 93 86.67 66.7 90 87 86.7 830 - 1 15 106.7 - 2.3 36 80 0 26 58 - 60.0 1 1 0 0 0 2.0 - 100 80 88 87 78 94 100 89.1 - 75.5 106.7 40 89 68.9 100 45 75.4 C 0417 x x
- 0426 - 100 80 86.67 80 73.3 76.667 83.3 87 93.33 93.3 95 87 93.3 1128 - 1 4 33.3 - 2.3 28 62 2.3 30 72 - 66.7 1 1 0 0 0 2.0 - 100 100 100 73 56 82 110 83.6 - 102.6 33.3 40 84 67.0 100 41 73.9 C 0426 x x
- 0497 - 100 86.7 93.33 80 93.3 86.667 86.7 80 100 80 100 33 120 1140 - 1 13 93.3 - 2.3 16 36 2.3 22 54 - 60.0 1 1 0 0 1 3.0 - 100 100 100 100 106 112 90 101.6 - 103.6 93.3 60 102 44.8 100 32 71.1 C 0497 x x
- 0517 - 100 56.7 6.667 26.7 60 60 33.3 23 26.67 26.7 35 47 73.3 575 - 1 1 13.3 - 2.3 22 49 2.3 25 61 - 26.7 1 1 1 1 3 7.0 - 100 100 100 73 100 88 70 85.5 - 52.3 13.3 140 86 54.8 100 22 66.7 D 0517 x x
- 0518 - 0 76.7 73.33 73.3 0 0 46.7 80 86.67 0 0 53 0 490 - 0 6 40.0 - 0 0 0 2.3 26 63 - 26.7 1 1 1 0 1 4.0 - 100 40 88 0 0 0 0 14.8 - 44.5 40.0 80 15 31.5 100 #N/A   F 0518 x x
- 0521 - 100 83.3 73.33 80 80 66.667 80 80 83.33 73.3 100 73 80 1053 - 1 15 106.7 - 2.3 28 62 2.3 37 87 - 53.3 1 1 1 1 1 5.0 - 100 100 100 87 78 112 110 96.8 - 95.8 106.7 100 97 74.8 100 68 86.1 B 0521 x x
- 0529 - 90 86.7 80 73.3 86.7 93.333 73.3 80 93.33 80 100 80 113 1130 - 1 15 106.7 - 2.3 33 73 2.3 32 76 - 46.7 1 1 1 1 3 7.0 - 100 100 100 93 94 100 110 99.0 - 102.7 106.7 140 99 74.8 100 79 89.6 A 0529 x x
- 0608 - 100 80 93.33 80 93.3 93.333 66.7 100 100 86.7 100 60 113 1167 - 1 9 66.7 - 2.3 37 82 2.3 39 92 - 6.7 0 1 1 1 3 6.0 - 100 100 88 90 89 88 110 93.6 - 106.1 66.7 120 94 87.0 100 88 92.3 A 0608 x x
- 0626 - 90 73.3 100 80 86.7 80 86.7 80 80 86.7 80 93 60 1077 - 1 15 106.7 - 2.3 42 93 2.3 35 83 - 33.3 1 1 1 0 0 3.0 - 100 100 88 67 72 76 110 82.3 - 97.9 106.7 60 82 88.1 100 72 86.7 B 0626 x x
- 0627 - 0 80 0 63.3 73.3 86.667 73.3 73 86.67 73.3 90 67 60 827 - 1 0 6.7 - 2.3 25 56 2.3 30 72 - 46.7 1 1 0 1 1 4.0 - 100 80 100 93 100 94 100 95.7 - 75.2 6.7 80 96 63.7 100 39 73.8 C 0627 x x
- 0630 - 100 93.3 93.33 86.7 73.3 73.333 80 93 83.33 80 100 93 110 1160 - 1 14 100.0 - 2.3 39 87 2.3 44 103 - 53.3 1 1 1 1 2 6.0 - 100 100 100 100 89 106 110 101.0 - 105.5 100.0 120 101 94.8 100 95 99.4 A 0630 x x
- 0644 - 90 80 80 73.3 70 43.333 60 87 100 100 100 87 113 1083 - 1 0 6.7 - 2.3 28 62 2.3 35 83 - 20.0 1 1 1 1 3 7.0 - 100 100 100 93 100 112 110 102.2 - 98.5 6.7 140 102 72.6 100 67 86.0 B 0644 x x
- 0711 - 0 86.7 86.67 80 66.7 86.667 93.3 80 86.67 86.7 90 87 113 1043 - 1 12 86.7 - 2.3 38 84 2.3 42 98 - 26.7 1 1 1 1 2 6.0 - 100 100 88 57 72 88 110 82.0 - 94.8 86.7 120 82 91.5 100 85 90.3 A 0711 x x
- 0726 - 100 83.3 66.67 63.3 100 80 76.7 63 86.67 80 85 40 120 1045 - 1 15 106.7 - 2.3 22 49 2.3 31 74 - 26.7 1 1 1 1 0 4.0 - 100 100 100 87 94 112 110 99.5 - 95.0 106.7 80 100 61.5 100 53 79.2 C 0726 x x
- 0852 - 0 86.7 80 76.7 93.3 80 93.3 0 80 93.3 100 80 0 863 - 1 15 106.7 - 2.3 41 91 2.3 40 94 - 60.0 1 1 1 0 1 4.0 - 100 100 100 87 83 94 90 90.8 - 78.5 106.7 80 91 92.6 100 83 90.2 A 0852 x x
- 0898 - 0 80 36.67 86.7 86.7 86.667 66.7 0 93.33 80 90 73 0 780 - 0 14 93.3 - 2.3 20 44 2.3 33 78 - 6.7 0 1 0 0 0 1.0 - 100 80 100 73 0 82 90 69.7 - 70.9 93.3 20 70 61.5 100 14 64.0 D 0898 x x
- 0909 - 100 80 46.67 63.3 80 73.333 40 67 86.67 86.7 80 80 66.7 950 - 1 0 6.7 - 2.3 32 71 2.3 33 78 - 40.0 1 1 0 1 1 4.0 - 100 80 100 0 56 65 90 55.9 - 86.4 6.7 80 56 74.8 100 27 68.7 D 0909 x x
- 0949 - 100 100 100 93.3 80 80 100 100 93.33 80 100 100 120 1247 - 1 15 106.7 - 2.3 39 87 2.3 46 107 - 33.3 1 1 1 1 1 5.0 - 100 100 100 90 89 100 110 97.1 - 113.3 106.7 100 97 97.0 100 96 99.5 A 0949 x x
- 1001 - 100 80 83.33 90 86.7 83.333 100 93 83.33 86.7 100 83 93.3 1163 - 1 11 80.0 - 2.3 39 87 2.3 42 98 - 46.7 1 1 1 1 1 5.0 - 100 100 88 77 100 112 110 96.6 - 105.8 80.0 100 97 92.6 100 91 95.4 A 1001 x x
- 1010 - 0 26.7 40 60 0 40 53.3 70 66.67 66.7 50 33 0 507 - 0 4 26.7 - 2.3 17 38 2.3 23 56 - 46.7 1 1 0 0 0 2.0 - 100 100 0 0 0 0 40 16.7 - 46.1 26.7 40 17 47.0 100 4 36.8 F 1010 x x
- 1011 - 100 86.7 0 80 73.3 60 0 0 0 0 90 0 0 490 - 1 12 86.7 - 2.3 33 73 0     - 60.0 1 1 0 0 1 3.0 - 100 100 88 0 0 0 0 18.8 - 44.5 86.7 60 19 36.7 100 3 34.9 F 1011 x x
- 1019 - 70 63.3 63.33 56.7 80 50 86.7 67 73.33 0 80 60 43.3 793 - 1 13 93.3 - 2.3 17 38 2.3 35 83 - 33.3 1 1 1 1 1 5.0 - 100 100 100 100 56 94 110 93.1 - 72.1 93.3 100 93 60.4 100 43 74.6 C 1019 x x
- 1022 - 0 73.3 66.67 86.7 93.3 73.333 86.7 93 86.67 80 85 83 127 1035 - 1 15 106.7 - 2.3 44 98 2.3 44 103 - 60.0 1 1 1 1 3 7.0 - 100 100 100 90 44 88 110 87.4 - 94.1 106.7 140 87 100.4 100 93 97.9 A 1022 x x
- 1030 - 0 73.3 66.67 0 66.7 60 63.3 87 86.67 76.7 80 67 70 797 - 1 11 80.0 - 2.3 28 62 2.3 38 90 - 33.3 1 1 1 1 8 ### - 100 80 100 100 78 106 100 96.1 - 72.4 80.0 240 96 75.9 100 80 89.9 A 1030 x x
- 1095 - 100 73.3 73.33 80 93.3 90 83.3 73 86.67 66.7 90 77 120 1107 - 1 7 53.3 - 2.3 30 67 2.3   5 - 33.3 1 1 1 1 1 5.0 - 100 100 100 100 83 88 100 94.9 - 100.6 53.3 100 95 35.9 100 17 65.1 D 1095 x x
- 1103 - 90 93.3 53.33 73.3 66.7 73.333 73.3 80 80 86.7 90 87 113 1060 - 1 11 80.0 - 2.3 23 51 2.3 30 72 - 40.0 1 1 1 1 1 5.0 - 100 100 88 67 78 88 110 85.5 - 96.4 80.0 100 86 61.5 100 44 75.4 C 1103 x x
- 1110 - 100 70 0 93.3 86.7 66.667 80 87 80 73.3 60 80 120 997 - 1 14 100.0 - 2.3 27 60 2.3 31 74 - 26.7 1 1 1 1 1 5.0 - 100 100 100 93 78 76 100 89.8 - 90.6 100.0 100 90 67.0 100 54 79.3 C 1110 x x
- 1111 - 100 107 80 80 60 86.667 76.7 0 0 0 0 0 0 590 - 1 6 46.7 - 0 0   0     - 53.3 1 1 1 0 0 3.0 - 100 100 100 0 0 0 0 20.0 - 53.6 46.7 60 20 0.0 100 #N/A   F 1111 x x
- 1117 - 100 86.7 80 73.3 66.7 50 73.3 60 86.67 60 90 73 80 980 - 1 9 66.7 - 2.3 19 42 2.3 31 74 - 13.3 1 1 1 0 0 3.0 - 100 100 100 90 61 118 105 95.2 - 89.1 66.7 60 95 58.1 100 37 73.3 C 1117 x x
- 1201 - 0 40 0 73.3 73.3 73.333 46.7 73 60 43.3 100 53 40 677 - 0 4 26.7 - 2.3 25 56 2.3 21 52 - 33.3 1 1 0 0 1 3.0 - 100 100 100 83 67 76 110 87.0 - 61.5 26.7 60 87 53.7 100 15 64.1 D 1201 x x
- 1205 - 0 46.7 53.33 40 40 60 53.3 67 40 46.7 70 53 100 670 - 1 6 46.7 - 2.3 22 49 2.3 32 76 - 46.7 1 1 1 1 1 5.0 - 100 80 88 43 33 47 90 59.0 - 60.9 46.7 100 59 62.6 100 12 62.7 D 1205 x x
- 1217 - 0 0 0 40 53.3 0 0 0 0 0 0 0 0 93 - 1 14 100.0 - 0 0   0     - 0.0 0 1 0 0 0 1.0 -   0 0 0 0 0 0 0.0 - 8.5 100.0 20 0 0.0 100 #N/A   F 1217 x x
- 1224 - 0 80 93.33 66.7 86.7 60 50 80 86.67 0 90 93 86.7 873 - 1 14 100.0 - 2.3 21 47 2.3 29 70 - 40.0 1 1 1 1 1 5.0 - 100 100 100 80 22 71 20 62.5 - 79.4 100.0 100 62 58.1 100 18 65.3 D 1224 x x
- 1226 - 0 80 70 100 73.3 76.667 90 83 86.67 83.3 85 83 107 1018 - 1 15 106.7 - 2.3 42 93 2.3 45 105 - 20.0 1 1 1 1 3 7.0 - 100 100 100 93 94 106 100 98.5 - 92.6 106.7 140 98 99.2 100 97 100.5 A 1226 x x
- 1251 - 100 53.3 73.33 46.7 73.3 80 46.7 0 13.33 26.7 70 60 46.7 690 - 1 9 66.7 - 2.3 34 76 2.3 35 83 - 40.0 1 1 1 1 3 7.0 - 100 100 100 80 106 88 70 88.2 - 62.7 66.7 140 88 79.2 100 58 82.6 B 1251 x x
- 1254   0 73.3 93.33 60 80 60 80 87 80 66.7 90 77 90 937 - 0 11 73.3 - 2.3 24 53 2.3 35 83 - 40.0 1 1 0 1 1 4.0 - 100 100 100 53 89 112 100 88.1 - 85.2 73.3 80 88 68.1 100 49 76.9 C 1254 x x
- 1322 - 100 86.7 86.67 80 93.3 76.667 86.7 83 100 93.3 100 87 113 1187 - 1 15 106.7 - 2.3 35 78 2.3 41 96 - 26.7 1 1 0 1 0 3.0 - 100 100 100 73 56 94 100 84.3 - 107.9 106.7 60 84 87.0 100 78 87.9 B 1322 x x
- 1424 - 100 60 33.33 26.7 53.3 66.667 73.3 93 80 73.3 100 87 0 847 - 1 7 53.3 - 2.3 21 47 2.3 28 67 - 40.0 1 1 1 1 0 4.0 - 100 100 100 60 50 59 90 71.1 - 77.0 53.3 80 71 57.0 100 16 64.7 D 1424 x x
- 1444 - 70 0 40 0 53.3 20 0 0 0 0 0 0 0 183 - 1 0 6.7 - 2.3 16 36 0     - 46.7 1 1 1 1 0 4.0 - 100 20 6 0 0 0 0 5.3 - 16.7 6.7 80 5 17.8 100 0 16.7 F 1444 x x
- 1515 - 70 86.7 86.67 66.7 73.3 73.333 70 60 80 73.3 90 53 66.7 950 - 1 14 100.0 - 2.3 31 69 2.3 33 78 - 20.0 1 1 1 1 1 5.0 - 100 100 100 87 78 94 105 92.4 - 86.4 100.0 100 92 73.7 100 61 82.9 B 1515 x x
- 1518 - 0 93.3 86.67 73.3 0 73.333 93.3 93 93.33 86.7 80 87 113 973 - 1 14 100.0 - 2.3 30 67 2.3 38 90 - 46.7 1 1 1 0 0 3.0 - 100 100 100 100 50 71 110 87.5 - 88.5 100.0 60 87 78.1 100 56 81.9 B 1518 x x
- 1698 - 0 86.7 93.33 86.7 80 86.667 86.7 80 80 76.7 100 80 107 1043 - 1 14 100.0 - 2.3 43 96 2.3 48 112 - 66.7 1 1 1 1 1 5.0 - 100 100 100 100 94 94 110 99.6 - 94.8 100.0 100 100 103.7 100 97 101.1 A 1698 x x
- 1706 - 70 66.7 40 73.3 93.3 83.333 80 77 0 73.3 90 87 90 923 - 1 11 80.0 - 2.3 30 72 2.3 27 65 - 46.7 1 1 1 1 1 5.0 - 100 100 100 93 44 82 90 83.8 - 83.9 80.0 100 84 68.5 100 48 76.8 C 1706 x x
- 1776 - 0 46.7 0 0 0 0 40 53 40 0 50 37 0 267 - 0 6 40.0 - 0 0 0 0 20 44 - 26.7 1 1 1 1 0 4.0 - 100 0 0 0 33 0 0 8.9 - 24.2 40.0 80 9 22.2 100 #N/A   F 1776 x x
- 1918 - 70 93.3 0 93.3 86.7 56.667 0 87 100 0 40 53 0 680 - 1 12 86.7 - 2.3 37 82 0 33 73 - 46.7 1 1 0 1 2 5.0 - 100 100 88 93 0 71 105 75.3 - 61.8 86.7 100 75 77.8 100 47 76.5 C 1918 x x
- 1940 - 50 73.3 60 46.7 0 0 36.7 17 0 46.7 20 20 0 370 - 0 13 86.7 - 0 20 44 0     - 26.7 1 1 1 1 1 5.0 - 100 80 0 0 0 0 0 8.7 - 33.6 86.7 100 9 22.2 100 1 25.3 F 1940 x x
- 2012 - 90 0 0 33.3 80 73.333 0 73 60 66.7 0 87 0 563 - 1 11 80.0 - 2.3 29 64 0 22 49 - 46.7 1 1 0 1 1 4.0 - 100 100 100 80 67 82 80 82.2 - 51.2 80.0 80 82 56.7 100 20 65.6 D 2012 x x
- 2031 - 90 73.3 80 66.7 80 73.333 73.3 67 93.33 66.7 90 80 80 1013 - 1 14 100.0 - 2.3 35 78 2.3 42 98 - 46.7 1 1 1 1 1 5.0 - 100 100 100 93 61 94 110 92.2 - 92.1 100.0 100 92 88.1 100 87 90.8 A 2031 x x
- 2080 - 0 80 83.33 0 53.3 53.333 60 53 0 80 90 43 0 597 - 1 12 86.7 - 0 26 58 2.3 30 72 - 40.0 1 1 1 1 0 4.0 - 100 100 100 77 0 18 0 44.0 - 54.2 86.7 80 44 64.8 100 10 58.7 F 2080 x x
- 2202 - 100 80 0 0 73.3 76.667 0 0 66.67 80 90 43 93.3 703 - 1 9 66.7 - 2.3 30 67 2.3 37 87 - 46.7 1 1 1 1 1 5.0 - 100 100 100 0 78 88 100 67.3 - 63.9 66.7 100 67 77.0 100 38 73.4 C 2202 x x
- 2225 - 0 0 66.67 0 60 56.667 46.7 30 0 0 0 0 0 260 - 0 7 46.7 - 2.3 27 60 0 20 44 - 33.3 1 1 1 0 0 3.0 - 100 100 88 83 61 0 100 67.9 - 23.6 46.7 60 68 52.2 100 9 53.7 F 2225 x x
- 2256 - 80 53.3 33.33 40 46.7 60 73.3 0 0 0 0 0 0 387 - 1 9 66.7 - 2.3 22 49 0 14 31 - 33.3 1 1 1 1 1 5.0 - 100 0 0 93 0 0 0 28.2 - 35.2 66.7 100 28 40.0 100 6 39.7 F 2256 x x
- 2323 - 0 0 53.33 83.3 0 0 90 0 0 100 100 93 56.7 577 - 1 14 100.0 - 2.3 40 89 2.3 44 103 - 53.3 1 1 1 0 3 6.0 - 100 100 100 93 100 94 110 98.7 - 52.4 100.0 120 99 95.9 100 89 92.9 A 2323 x x
- 2424 - 0 50 76.67 73.3 93.3 73.333 80 60 73.33 80 80 100 107 947 - 1 12 86.7 - 2.3 27 60 2.3 35 83 - 40.0 1 1 1 0 1 4.0 - 100 100 100 87 72 88 110 91.1 - 86.1 86.7 80 91 71.5 100 55 80.0 B 2424 x x
- 2430 - 90 56.7 30 30 86.7 50 63.3 40 33.33 63.3 65 57 66.7 732 - 1 3 26.7 - 2.3 29 64 2.3 27 65 - 40.0 1 1 1 1 0 4.0 - 100 100 100 87 50 53 80 75.4 - 66.5 26.7 80 75 64.8 100 25 67.8 D 2430 x x
- 2515 - 100 86.7 86.67 100 83.3 93.333 93.3 87 93.33 80 90 83 113 1190 - 1 15 106.7 - 2.3 41 91 2.3 41 96 - 60.0 1 1 1 1 1 5.0 - 100 100 100 83 78 106 110 94.7 - 108.2 106.7 100 95 93.7 100 92 96.4 A 2515 x x
- 2625 - 100 80 86.67 73.3 93.3 73.333 100 0 93.33 33.3 40 33 120 927 - 1 11 80.0 - 2.3 37 82 2.3 41 96 - 46.7 1 1 0 1 0 3.0 - 100 100 100 100 44 82 100 87.2 - 84.2 80.0 60 87 89.2 100 70 86.3 B 2625 x x
- 2724 - 80 73.3 0 0 100 73.333 60 87 0 80 90 93 120 857 - 1 15 106.7 - 2.3 27 60 2.3 37 87 - 53.3 1 1 1 1 1 5.0 - 100 100 100 0 44 106 110 66.9 - 77.9 106.7 100 67 73.7 100 42 74.5 C 2724 x x
- 2755 - 100 76.7 63.33 80 86.7 73.333 66.7 63 66.67 73.3 100 73 113 1037 - 1 15 106.7 - 2.3 29 64 2.3 35 83 - 33.3 1 1 1 1 2 6.0 - 100 80 100 87 44 82 100 82.3 - 94.2 106.7 120 82 73.7 100 57 82.1 B 2755 x x
- 2762 - 90 46.7 53.33 60 26.7 80 0 80 0 0 0 0 0 437 - 1 12 86.7 - 2.3 25 56 0     - 26.7 1 1 1 1 1 5.0 - 100 100 100 97 56 0 0 55.0 - 39.7 86.7 100 55 27.8 100 8 42.8 F 2762 x x
- 2933 - 100 76.7 70 66.7 60 66.667 86.7 47 86.67 93.3 80 53 86.7 973 - 1 0 6.7 - 2.3 26 58 2.3 26 63 - 33.3 1 1 0 0 1 3.0 - 100 100 53 100 28 6 100 64.4 - 88.5 6.7 60 64 60.4 100 13 63.3 D 2933 x x
- 3100 - 100 76.7 80 83.3 86.7 73.333 100 0 60 73.3 100 80 103 1017 - 1 14 100.0 - 2.3 34 76 2.3 40 94 - 46.7 1 1 1 1 1 5.0 - 100 100 100 93 44 76 90 82.6 - 92.4 100.0 100 83 84.8 100 69 86.3 B 3100 x x
- 3327 - 100 73.3 86.67 73.3 73.3 46.667 46.7 80 66.67 20 100 73 66.7 907 - 0 5 33.3 - 2.3 24 53 2.3 23 56 - 33.3 1 1 1 1 1 5.0 - 100 100 100 93 72 88 110 92.9 - 82.4 33.3 100 93 54.8 100 32 71.2 C 3327 x x
- 3369 - 100 93.3 100 93.3 86.7 86.667 90 93 86.67 73.3 100 80 120 1203 - 1 14 100.0 - 2.3 31 69 2.3 42 98 - 40.0 1 1 1 1 3 7.0 - 100 100 100 100 56 76 0 71.2 - 109.4 100.0 140 71 83.7 100 71 86.3 B 3369 x x
- 3462 - 0 86.7 0 66.7 0 0 0 20 0 0 80 40 66.7 360 - 1 4 33.3 - 2.3 0 0 2.3 28 67 - 46.7 1 1 1 1 1 5.0 - 100 100 100 100 50 94 70 85.5 - 32.7 33.3 100 85 33.7 100 #N/A   F 3462 x x
- 3531 - 0 56.7 53.33 66.7 26.7 0 53.3 60 46.67 66.7 50 50 56.7 587 - 0 0 0.0 - 2.3 30 67 2.3 37 87 - 66.7 1 1 0 0 0 2.0 - 100 80 53 97 89 71 110 87.0 - 53.3 0.0 40 87 77.0 100 36 73.0 C 3531 x x
- 3648 - 0 73.3 70 66.7 0 60 0 80 73.33 40 70 63 60 657 - 1 0 6.7 - 2.3 27 60 2.3 32 76 - 46.7 1 1 1 0 1 4.0 - 100 100 100 100 50 88 90 87.6 - 59.7 6.7 80 88 68.1 100 33 71.7 C 3648 x x
- 3766 - 100 86.7 100 86.7 93.3 93.333 100 87 100 93.3 100 80 120 1240 - 1 11 80.0 - 2.3 34 76 2.3 42 98 - 60.0 1 1 0 0 0 2.0 - 100 100 100 100 50 112 110 95.7 - 112.7 80.0 40 96 87.0 100 82 90.1 A 3766 x x
- 4279 - 90 80 86.67 33.3 93.3 93.333 0 100 0 0 0 0 0 577 - 1 0 6.7 - 0 0   0     - 46.7 1 1 0 0 0 2.0 - 100 100 100 93 83 0 0 58.8 - 52.4 6.7 40 59 0.0 100 2 26.1 F 4279 x x
- 4316 - 0 63.3 60 40 73.3 63.333 53.3 0 66.67 73.3 90 53 120 757 - 1 13 93.3 - 2.3 28 62 2.3 42 98 - 33.3 1 1 1 1 2 6.0 - 100 100 100 80 44 59 100 77.2 - 68.8 93.3 120 77 80.4 100 56 80.4 B 4316 x x
- 4512 - 80 86.7 76.67 73.3 80 73.333 73.3 93 86.67 86.7 100 57 100 1067 - 1 13 93.3 - 2.3 27 60 2.3 34 81 - 26.7 1 1 1 1 0 4.0 - 100 100 100 93 89 112 90 97.1 - 97.0 93.3 80 97 70.4 100 59 82.7 B 4512 x x
- 4514 - 0 33.3 0 0 0 0 0 0 0 0 0 0 0 33 - 0 0 0.0 - 0 0   0     - 53.3 1 1 1 0 0 3.0 -   0 0 0 0 0 0 0.0 - 3.0 0.0 60 0 0.0 100 #N/A   F 4514 x x
- 4544 - 0 73.3 40 40 66.7 86.667 36.7 73 0 86.7 90 73 0 667 - 1 7 53.3 - 2.3 27 60 0     - 40.0 1 1 1 1 0 4.0 - 100 60 88 63 44 47 0 49.9 - 60.6 53.3 80 50 30.0 100 9 42.8 F 4544 x x
- 4562 - 0 83.3 86.67 73.3 66.7 80 66.7 93 73.33 60 80 73 86.7 923 - 1 15 106.7 - 2.3 29 64 2.3 36 85 - 53.3 1 1 1 1 3 7.0 - 100 100 100 93 83 106 110 98.3 - 83.9 106.7 140 98 74.8 100 76 87.2 B 4562 x x
- 4597 - 0 80 70 66.7 80 80 86.7 100 80 66.7 100 93 93.3 997 - 1 15 106.7 - 2.3 30 67 2.3 44 103 - 26.7 1 1 1 0 2 5.0 - 100 100 100 80 83 65 110 86.5 - 90.6 106.7 100 86 84.8 100 77 87.4 B 4597 x x
- 4801 - 0 73.3 73.33 60 66.7 46.667 66.7 47 73.33 73.3 90 40 107 817 - 1 15 106.7 - 2.3 36 80 2.3 44 103 - 66.7 1 1 1 1 1 5.0 - 100 100 100 93 61 88 110 91.1 - 74.2 106.7 100 91 91.5 100 84 90.2 A 4801 x x
- 4870 - 0 40 20 0 0 53.333 73.3 40 70 0 90 63 63.3 513 - 1 0 6.7 - 2.3 18 40 0 20 44 - 40.0 1 1 1 1 1 5.0 - 100 100 88 0 39 0 35 31.1 - 46.7 6.7 100 31 42.2 100 7 41.3 F 4870 x x
- 5090 - 0 0 0 80 0 0 86.7 0 0 0 90 73 120 450 - 0 13 86.7 - 2.3 38 84 0 31 69 - 26.7 1 1 1 1 1 5.0 - 100 100 100 83 72 0 0 54.3 - 40.9 86.7 100 54 76.7 100 24 67.1 D 5090 x x
- 5283 - 100 0 93.33 0 0 0 73.3 93 66.67 86.7 100 87 63.3 763 - 0 1 6.7 - 0 25 56 2.3 36 85 - 33.3 1 1 0 1 1 4.0 - 100 100 100 0 100 94 100 72.2 - 69.4 6.7 80 72 70.4 100 29 69.4 D 5283 x x
- 5426 - 0 70 73.33 53.3 46.7 36.667 0 27 66.67 40 90 83 86.7 673 - 0 8 53.3 - 2.3 27 60 2.3 42 98 - 26.7 1 1 1 1 1 5.0 - 100 100 88 0 50 76 110 60.8 - 61.2 53.3 100 61 79.2 100 34 71.8 C 5426 x x
- 5826 - 100 86.7 90 80 83.3 90 80 90 76.67 73.3 90 73 100 1113 - 1 14 100.0 - 2.3 30 67 2.3 32 76 - 53.3 1 1 1 0 2 5.0 - 100 100 100 90 67 53 40 72.4 - 101.2 100.0 100 72 71.5 100 50 77.6 C 5826 x x
- 5898 - 0 0 63.33 0 0 0 0 0 0 0 0 0 0 63 - 1 15 106.7 - 2.3 36 80 2.3 35 83 - 33.3 1 1 1 1 3 7.0 - 100 100 100 0 89 100 110 73.1 - 5.8 106.7 140 73 81.5 100 38 73.6 C 5898 x x
- 6089 - 90 53.3 80 53.3 73.3 80 53.3 33 73.33 40 90 0 33.3 753 - 0 0 0.0 - 2.3 24 53 0 19 42 - 33.3 1 1 1 1 1 5.0 - 100 100 88 100 67 76 110 90.2 - 68.5 0.0 100 90 47.8 100 15 64.2 D 6089 x x
- 6158 - 100 53.3 86.67 73.3 80 73.333 73.3 37 73.33 6.67 90 53 80 880 - 1 12 86.7 - 2.3 18 40 2.3 25 61 - 60.0 1 1 1 1 1 5.0 - 100 100 100 93 67 82 110 90.8 - 80.0 86.7 100 91 50.4 100 30 69.6 C 6158 x x
- 6432 - 100 60 80 60 86.7 36.667 93.3 73 86.67 60 100 70 50 957 - 1 14 100.0 - 2.3 23 51 2.3 33 78 - 53.3 1 1 0 1 0 3.0 - 100 100 100 100 61 65 110 88.1 - 87.0 100.0 60 88 64.8 100 44 75.3 C 6432 x x
- 6627 - 90 73.3 86.67 66.7 86.7 66.667 70 87 73.33 80 100 73 86.7 1040 - 1 13 93.3 - 2.3 33 73 2.3 36 85 - 20.0 1 1 0 0 0 2.0 - 100 100 100 83 33 53 100 75.0 - 94.5 93.3 40 75 79.2 100 51 78.3 C 6627 x x
- 7038 - 0 20 40 46.7 73.3 70 63.3 60 80 26.7 80 67 93.3 720 - 0 3 20.0 - 2.3 21 47 2.3 32 76 - 40.0 1 1 0 0 2 4.0 - 100 100 82 73 44 71 90 74.3 - 65.5 20.0 80 74 61.5 100 19 65.5 D 7038 x x
- 7127 - 0 93.3 66.67 80 80 93.333 73.3 93 93.33 66.7 90 80 86.7 997 - 1 9 66.7 - 2.3 32 71 2.3 31 74 - 46.7 1 1 0 0 0 2.0 - 100 100 100 73 56 59 90 75.6 - 90.6 66.7 40 76 72.6 100 40 73.8 C 7127 x x
- 7202 - 90 33.3 50 80 80 26.667 46.7 60 66.67 73.3 90 67 100 863 - 1 11 80.0 - 2.3 27 60 2.3 26 63 - 46.7 1 1 1 0 0 3.0 - 100 100 100 40 50 71 90 68.1 - 78.5 80.0 60 68 61.5 100 21 66.0 D 7202 x x
- 7472   80 63.3 86.67 63.3 70 70 73.3 73 93.33 80 100 73 120 1047 - 1 3 26.7 - 2.3 24 53 2.3 33 78 - 46.7 1 1 0 0 1 3.0 - 100 100 100 60 39 82 50 67.3 - 95.2 26.7 60 67 65.9 100 26 68.4 D 7472 x x
- 7488 - 0 53.3 66.67 50 80 0 0 80 0 0 70 73 86.7 560 - 1 10 73.3 - 2.3 24 53 2.3 23 56 - 46.7 1 1 1 1 0 4.0 - 100 100 100 83 89 88 100 91.4 - 50.9 73.3 80 91 54.8 100 23 67.1 D 7488 x x
- 7598 - 0 93.3 93.33 86.7 93.3 86.667 86.7 93 66.67 80 100 87 120 1087 - 0 9 60.0 - 2.3 35 78 2.3 40 94 - 80.0 1 1 1 0 0 3.0 - 100 100 100 100 89 112 0 83.8 - 98.8 60.0 60 84 85.9 100 66 84.8 B 7598 x x
- 7775 - 100 93.3 93.33 93.3 86.7 70 80 93 73.33 40 90 0 120 1033 - 1 14 100.0 - 2.3 43 96 2.3 44 103 - 40.0 1 1 1 1 1 5.0 - 100 100 100 83 94 112 110 98.6 - 93.9 100.0 100 99 99.2 100 94 98.5 A 7775 x x
- 7921 - 0 66.7 40 80 70 80 80 80 80 80 100 73 96.7 927 - 0 0 0.0 - 2.3 29 64 2.3 27 65 - 26.7 1 1 1 1 1 5.0 - 100 100 100 40 50 35 90 61.1 - 84.2 0.0 100 61 64.8 100 21 65.8 D 7921 x x
- 8284 - 90 83.3 86.67 93.3 73.3 0 73.3 53 73.33 0 50 100 113 890 - 1 14 100.0 - 2.3 39 87 2.3 44 103 - 26.7 1 1 1 1 2 6.0 - 100 100 100 80 50 65 110 80.9 - 80.9 100.0 120 81 94.8 100 85 90.4 A 8284 x x
- 8676 - 0 73.3 73.33 73.3 73.3 73.333 40 0 60 0 90 0 0 557 - 1 12 86.7 - 2.3 36 80 2.3 29 70 - 40.0 1 1 0 0 0 2.0 - 100 100 88 60 44 65 110 73.5 - 50.6 86.7 40 74 74.8 100 31 70.1 C 8676 x x
- 8872 - 90 83.3 90 86.7 86.7 100 83.3 93 93.33 83.3 100 93 120 1203 - 1 14 100.0 - 2.3 34 76 2.3 42 98 - 46.7 1 1 0 1 1 4.0 - 100 100 100 100 83 94 110 97.7 - 109.4 100.0 80 98 87.0 100 90 93.0 A 8872 x x
- 9094 - 0 80 80 73.3 76.7 73.333 66.7 93 73.33 60 100 60 100 937 - 1 15 106.7 - 2.3 37 82 2.3 44 103 - 26.7 1 1 1 1 1 5.0 - 100 100 100 0 89 106 105 73.5 - 85.2 106.7 100 73 92.6 100 74 86.8 B 9094 x x
- 9472 - 90 66.7 46.67 66.7 93.3 80 66.7 93 100 73.3 80 80 86.7 1023 - 1 12 86.7 - 2.3 39 87 2.3 46 107 - 20.0 1 1 0 0 2 4.0 - 100 100 100 97 100 106 85 97.8 - 93.0 86.7 80 98 97.0 100 91 95.6 A 9472 x x
- 9898 - 100 93.3 76.67 80 100 70 80 0 86.67 66.7 90 73 70 987 - 1 15 106.7 - 2.3 38 84 2.3 39 92 - 53.3 1 1 1 1 1 5.0 - 100 100 100 93 100 94 0 80.4 - 89.7 106.7 100 80 88.1 100 75 87.1 B 9898 x x
- 9933 - 0 86.7 83.33 93.3 76.7 100 83.3 70 93.33 93.3 90 0 0 870 - 1 14 100.0 - 2.3 35 78 2.3 40 94 - 40.0 1 1 0 1 0 3.0 - 100 100 100 83 78 100 100 91.9 - 79.1 100.0 60 92 85.9 100 68 86.0 B 9933 x x
- 7291-M - 0 0 0 0 0 0 0 0 0 0 0 0 0 0 - 0 4 26.7 - 0 0   0     - 26.7 1 1 0 0 0 2.0 - 100 0 0 0 44 0 0 10.7 - 0.0 26.7 40 11 0.0 100 #N/A   F 7291-M x x
- CN2329 - 60 83.3 80 73.3 80 66.667 93.3 0 80 66.7 100 73 80 937 - 1 14 100.0 - 2.3 26 58 2.3 35 83 - 33.3 1 1 1 1 1 5.0 - 100 100 100 93 106 106 100 100.3 - 85.2 100.0 100 100 70.4 100 62 83.5 B CN2329 x x
- DAG1 - 100 83.3 90 93.3 76.7 83.333 86.7 87 100 100 95 80 123 1198 - 1 15 106.7 - 2.3 42 93 2.3 49 114 - 33.3 1 1 1 1 1 5.0 - 100 100 100 90 100 106 110 100.2 - 108.9 106.7 100 100 103.7 100 99 103.2 A DAG1 x x
- GOBI - 90 80 50 100 93.3 73.333 100 73 53.33 60 90 73 93.3 1030 - 1 10 73.3 - 2.3 36 80 2.3 39 92 - 46.7 1 1 1 0 0 3.0 - 100 100 88 77 44 82 90 78.1 - 93.6 73.3 60 78 85.9 100 60 82.8 B GOBI x x
- MDCT - 0 60 80 53.3 53.3 33.333 83.3 77 70 66.7 90 87 93.3 847 - 1 10 73.3 - 2.3 24 53 2.3 30 72 - 0.0 0 1 1 0 1 3.0 - 100 100 100 47 44 94 110 77.0 - 77.0 73.3 60 77 62.6 100 28 68.8 D MDCT x x
- No Code - 0 0 0 0 0 0 0 0 0 0 0 0 0 0 - 0 8 53.3 - 0 0 0 0     - 0.0 0 0 0 0 0 0.0 -   0 0 0 0 0 0 0.0 - 0.0 53.3 0 0 0.0 100 #N/A   F No Code x x
- No Code - 100 0 56.67 0 0 0 60 0 46.67 0 0 40 0 303 - 1 8 60.0 - 2.3 27 60 0     - 60.0 1 0 1 1 0 3.0 - 100 100 100 100 0 0 0 46.7 - 27.6 60.0 60 47 30.0 100 5 37.1 F No Code x x
- No Code - 90 93.3 70 76.7 70 73.333 73.3 77 93.33 73.3 90 70 113 1063 - 0 15 100.0 - 0 32 71 2.3 40 94 - 6.7 0 0 1 1 0 2.0 - 100 100 100 100 44 76 0 69.4 - 96.7 100.0 40 69 82.6 100 52 78.7 C No Code x x
- pc09 - 90 73.3 93.33 66.7 80 93.333 93.3 40 50 86.7 70 47 50 933 - 1 13 93.3 - 2.3 36 80 2.3 38 90 - 33.3 1 1 0 1 0 3.0 - 100 100 100 100 106 76 90 94.6 - 84.8 93.3 60 95 84.8 100 73 86.7 B pc09 x x
- UCN1 - 100 66.7 93.33 100 73.3 73.333 86.7 87 76.67 50 90 50 80 1027 - 1 13 93.3 - 2.3 22 49 2.3 28 67 - 33.3 1 0 1 1 1 4.0 - 100 100 100 33 89 112 100 82.7 - 93.3 93.3 80 83 58.1 100 35 71.9 C UCN1 x x
- WW41 - 100 93.3 86.67 93.3 86.7 93.333 86.7 93 86.67 80 100 80 107 1187 - 1 15 106.7 - 2.3 47 110 2.3 43 101 - 20.0 1 1 1 1 3 7.0 - 100 100 100 80 83 88 110 91.2 - 107.9 106.7 140 91 105.1 100 98 103.1 A WW41 x x
- zl66 - 50 0 46.67 43.3 66.7 70 53.3 47 50 23.3 55 43 73.3 622 - 1 14 100.0 - 2.3 26 58 2.3 34 81 - 0.0 0 1 1 1 2 5.0 - 100 100 100 93 61 88 90 87.7 - 56.5 100.0 100 88 69.2 100 46 75.7 C zl66 x x
- zx89 - 0 86.7 0 93.3 100 93.333 0 0 0 80 0 27 0 480 - 1 12 86.7 - 2.3 45 100 2.3 40 94 - 26.7 1 1 1 1 3 7.0 - 100 100 88 80 100 88 100 91.1 - 43.6 86.7 140 91 97.0 100 86 90.7 A zx89 x x
- zxcode - 100 100 100 100 100 100 100 100 100 100 100 100 200 1400 - 1 15 106.7 - 2.3 45 105 2.3 45 105 - 100.0 1 1 1 1 1 5.0 - 100 100 100 100 106 112 110 104.9 - 127.3 106.7 100 105 105.1 100 100 107.5 A zxcode x x
- zzcode -   100 100 100 100 100 100 100 100 100 100 100   1100 - 0 15 100.0 - 0 45 100 0 45 100 - 100 1 1 1 1 1 5.0 - 100 100 100 100 100 100 100 100.0 - 100.0 100.0 100 100 100.0 100   100.0 A zzstudent x x
                                                                                                                   
      1 1 1 1 1 1 1 1 1 1 1 1   12   0.5 2.5 3   0   25 0.5   25     1 1 1 1 1 5   1 2 3 8 5 6 5 30   0.696656312 0.537898613 0.38936734 0.735971391 1     0.713662 CORREL    
  VALUE%   0 1 1 1 1 1 1 1 1 1 1 1 1 12   0.6 2.5 3   0   25 1   25     1 1 1 1 1 5.0   1 2 3 8 5 6 5 30   12 3 5 30 50 100   ds VALUE%    
  POSS   0 100 100 100 100 100 100 100 100 100 100 100   1100   100 100     0 45 100 0 45 100     1 1 1 1 1 5   100 100 100 100.0 100.0 100.0 100.0 700   100 100 100 100 100 100   100 POSS      
  RAW   10 15 15 15 15 15 15 15 15 15 10 15 15                             1 1 1 1 1     4 50 85 15 18 17 11                            
  AVG   92.6 73.8 72.6 71.1 76.3 71.5 73.3 74.5 77.9 70.3 86.0 70.4 92.4 839.1   ##### 11.7 77.2   2.3 30.6 66.9 2.3 34.7 80.3   41.1 ###### ### ### ### 2.7 4.4   100.0 96.3 95.8 85.0 69.1 85.2 97.5 77.3   76.3 77.2 87.5 77.3 71.4   50.8 75.4 AVG      
  MAX   100 107 100 100 100 100 100 100 100 100 100 100 127 1400.0   1 15 107   2 47 110 2 49 114   100 1 1 1 1 8 12   100 100 100 100 106 118 110 102   113.3 106.7 240.0 102.2 103.7     103.2 MAX      
  MIN   0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0   0 0 0   0 0 0 0 14 5   0 0 0 0 0 0 0   100 0 0 0 0 0 0 0   0.0 0.0 0.0 0.0 0.0   #N/A 16.7 MIN      
  COUNT   122.0 122.0 122.0 122.0 122.0 122.0 #### ### 122.0 122.0 122.0 ### #### 127.0   127 127 127   127 127 122 127 113 114   127 127 127 127 127 127 127   84 87 87 127 127 127 127 127   127.0 127.0 127.0 127.0 127.0   118.0 119.0 COUNT      
  ZEROS   50 12 16 16 18 17 18 22 23 25 16 18 29 2   23 13 5   13 9 4 23 0 0   4 8 4 34 41 44 1   0 6 7 19 15 20 24 3                   ATT      
                                        30.0       35.0   F's 14.0 F's                                   26.7   32.5 25.5 24.8 0.0 #N/A 17.6 STDDV      
0                                       8.0       31.0   D's 12.0 D's                                   45.0             14.0 0.0 F    
59 120                                     5.0       18.0   C's 23.0 C's                         0.842         20.0             21.0 59.5 D    
69 89.45                                     21.0       20.0   B's 21.0 B's                                   16.0             29.0 69.5 C    
79 79.45                                     58.0       14.0   A's 44.0 A's                                   15.0             29.0 79.5 B    
89 69.45                                                                                         28.0             26.0 89.5 A    
  59.45                                                                                         0.731 0.578 0.355 0.832 0.930              
  0                                                                                         127.0         127.0   119.0        
X X X X X X X X X     X X X   X X X   X X   X X X X X X X X X X X X X X X X     X X X X X X X   X X X X   X X X X X