library(readr)
datos <- read.csv("~/SEMESTRE ene-jun 2018/Z PROBABILIDAD Y ESTADISTICAS/DATOS/ALUMNOS DE ISC INSCRITOS/alumnos inscritos ene-jun 2018.csv")
# datos#### Los promedios solamente
# datos$promediosalumnosconpromedio <- datos$promedio[which(datos$promedio > 0 )]
alumnosconpromedio## [1] 82.27 82.59 87.47 83.18 83.72 90.11 91.11 85.12 83.90 87.94 85.60
## [12] 86.11 85.72 82.14 84.08 82.30 88.58 81.72 83.23 80.86 82.50 81.13
## [23] 79.84 89.78 83.67 87.33 82.50 88.00 78.84 90.20 81.63 88.03 83.13
## [34] 82.58 84.76 88.20 87.69 95.79 83.48 88.83 87.89 85.44 84.00 85.21
## [45] 84.17 85.59 91.17 81.76 78.44 87.08 86.81 84.55 82.21 74.85 82.31
## [56] 88.17 82.05 80.85 85.22 81.74 89.53 81.30 78.76 87.10 78.00 85.00
## [67] 86.15 81.06 85.59 87.42 82.33 80.67 85.06 86.64 92.17 83.45 80.58
## [78] 92.11 80.47 86.69 89.87 88.95 88.10 84.20 85.56 90.72 77.00 92.09
## [89] 86.90 85.83 84.59 83.97 87.69 83.69 84.61 83.29 86.77 83.83 82.96
## [100] 90.58 89.83 83.45 84.21 80.32 89.00 85.17 83.69 81.88 85.12 87.55
## [111] 93.88 93.00 86.98 85.38 90.57 84.51 85.33 88.55 81.09 82.61 85.68
## [122] 88.38 90.00 89.26 80.79 81.72 83.51 80.33 84.08 84.45 91.49 82.12
## [133] 86.91 82.76 90.67 86.35 87.45 84.15 82.72 88.59 82.23 86.18 87.50
## [144] 91.28 83.29 82.50 94.50 86.52 84.72 93.43 78.07 81.63 83.88 82.20
## [155] 88.04 82.91 84.67 85.64 94.13 81.03 91.94 88.79 88.63 83.15 85.28
## [166] 81.90 85.70 87.13 79.17 81.20 83.13 90.60 81.64 86.51 90.89 86.97
## [177] 85.04 78.39 84.40 87.07 84.13 89.90 82.40 80.92 77.50 80.00 81.13
## [188] 85.49 82.26 82.85 83.67 77.29 85.00 82.50 84.47 85.83 85.36 86.31
## [199] 89.44 89.22 81.57 85.95 81.60 87.27 83.78 88.40 88.06 85.67 87.88
## [210] 92.88 85.03 85.02 87.33 85.90 82.45 85.28 87.10 83.56 83.75 84.69
## [221] 80.07 82.78 81.69 85.05 85.43 86.02 86.33 83.90 78.62 89.39 82.64
## [232] 83.05 79.58 82.19 81.25 84.70 89.94 82.81 87.18 80.42 82.67 84.94
## [243] 83.73 80.63 86.61 90.48 91.18 79.14 84.37 85.62 81.89 80.33 81.56
## [254] 85.75 87.16 83.60 88.00 89.78 87.91 84.80 83.50 83.46 88.19 84.38
## [265] 80.20 88.02 82.29 91.16 85.80 83.71 85.04 81.81 89.04 83.46 88.15
## [276] 79.40 87.17 80.92 82.29 89.87 83.03 87.13 88.12 87.64 81.41 85.92
## [287] 87.23 78.53 86.39 82.06 87.50 79.11 80.73 89.83 84.64 85.72 82.26
## [298] 82.00 85.04 83.63 88.15 89.26 80.44 80.70 89.28 86.68 82.84 85.09
## [309] 85.88 85.16 81.96 84.34 83.07 81.63 90.44 84.75 88.61 91.11 83.40
## [320] 81.67 82.57 83.69 81.45 87.00 88.70 83.09 84.98 89.70 85.71 84.67
## [331] 90.21 93.21 79.95 83.13 77.96 88.55 82.27 82.95 85.28 89.26 83.08
## [342] 84.24 83.33 88.18 83.25 83.91 90.65 91.22 79.24 88.43 88.58 81.72
## [353] 89.34 79.50 82.80 80.36 81.79 83.00 87.93 83.07 80.60 94.15 80.28
## [364] 80.46 82.12 84.83 81.74 88.04 79.16 83.95 88.02 88.41 78.84 88.22
## [375] 90.63 88.29 83.45 84.59 85.95 83.38 85.73 88.65 83.79 91.16 88.58
## [386] 81.14 89.10 94.42 85.07 89.71 89.08 89.17 85.35 83.23 86.41 84.53
## [397] 83.61 85.42 82.65 86.11 83.71 88.93 81.48 85.69 83.07 86.35 83.34
## [408] 88.00 86.13 82.13 84.69 82.47 82.13 80.67 82.52 84.17 89.45 86.57
## [419] 86.26 88.42 88.33 90.61 80.71 89.46 80.20 82.02 81.22 82.80 89.48
## [430] 87.90 89.06 83.60 84.70 91.72 84.89 91.06 84.38 93.07 84.18 88.22
## [441] 85.57 84.18 91.81 84.43 82.82 88.33 88.00 89.83 89.67 90.83 87.50
## [452] 95.00 92.00 84.83 80.00 82.80 90.33 83.20 90.00 85.83 86.73 87.20
## [463] 86.58 88.00 82.50 85.50 84.64 90.17 86.83 90.17 83.67 87.33 90.00
## [474] 82.44 84.56 81.82 88.25 88.75 87.40 88.17 85.55 92.83 88.58 84.00
## [485] 85.00 86.58 86.33 82.60 84.67 90.08 83.67 87.58 86.00 88.75 80.82
## [496] 89.36 84.83 81.10 90.00 91.50 84.75 82.83 85.60 80.70 88.27 89.75
## [507] 81.80 79.55 84.42 78.00 82.00 80.44 82.20 81.00 79.83 81.40 78.38
## [518] 82.27 84.33 81.45 88.00 90.33 77.17 86.33 84.17 91.08 90.50 82.90
## [529] 86.17 86.92 81.40 81.80 86.67 86.67 87.33 88.17 83.50 91.33 82.60
## [540] 77.33 83.91 89.50 87.58 84.50 81.00 90.50 84.83 82.00 79.33 87.00
## [551] 83.63 81.33 85.17 81.00 84.33 77.50 88.17 85.60 78.75 88.33 84.00
## [562] 79.20 88.00 88.67 84.92 84.71 84.08 79.40 83.50 78.43 79.25 78.63
## [573] 84.50 84.91 82.17 88.00 79.45 80.14 83.67 83.17 79.20 84.45 82.36
## [584] 83.80 85.67 83.45 78.95 77.68 83.82 87.18 78.84 84.94 95.27 77.47
## [595] 80.65 82.77 78.90 90.37 83.53 85.08 85.83 84.25 86.71 86.92 90.50
## [606] 89.61 81.40 81.94 82.64 86.56 84.47 85.68 94.27 80.80 85.04 88.61
## [617] 84.41 95.81 92.10 79.52 82.29 80.77 95.07 83.39 85.63 79.75 87.16
## [628] 78.82 81.00 83.03 79.30 89.40 81.43 90.30 80.35 83.89 84.37 82.81
## [639] 84.58 86.10 85.38 81.70 82.51 82.40 82.25 83.83 91.58 87.50 80.76
## [650] 83.93 82.25 84.39 84.30 85.34 84.27 82.83 84.36 92.70 83.65 83.54
## [661] 82.24 78.85 84.36 84.71 82.81 88.92 92.94 76.13 77.90 79.61 79.00
## [672] 80.14 74.29 87.06 89.30 86.90 89.92 80.74 85.79 81.55 88.46 85.83
## [683] 76.72 86.06 82.74 86.97 87.18 88.49 80.08 88.28 76.45 79.33 83.67
## [694] 79.58 81.07 92.17 91.40 80.44 83.13 79.83 82.90 87.50 84.34 79.68
## [705] 80.67 90.78 91.27 86.06 79.70 82.00 84.55 82.30 84.04 82.86 83.20
## [716] 92.53 77.88 80.19 90.12 82.21 79.77 83.20 80.47 85.93 81.64 89.12
## [727] 78.08 84.26 95.37 81.54 85.42 84.97 80.92 77.41 80.74 81.63 84.33
## [738] 92.33 81.03 83.08 77.80 85.34 79.00 80.95 86.38 90.14 81.29 78.95
## [749] 81.43 85.73 79.06 78.12 79.27 81.74 82.43 80.83 90.17 82.00 86.54
## [760] 77.85 89.45 81.04 83.07 78.45 81.56 84.33 84.04 90.03 78.22 89.60
## [771] 80.09 87.34 79.71 79.06 86.74 84.27 83.76 82.79 82.60 84.06 79.22
## [782] 92.75 81.40 81.27 86.00 86.65 87.58 82.50 77.06 91.18 79.00 90.24
## [793] 88.33 81.91 88.33 81.04 83.81 83.61 85.98 80.38 83.35 85.86 82.43
## [804] 84.36 80.87 77.18 84.83 83.51 80.69 97.67 92.81 91.25 81.00 81.95
## [815] 85.09 82.50 92.19 78.82 91.56 89.53 81.86 84.00 82.84 80.14 78.39
## [826] 79.93 81.17 89.50 81.75 83.60 88.17 87.75 85.83 91.67 87.50 84.20
## [837] 83.80 83.90 90.25 83.67 81.36 77.57 88.40 84.83 90.00 77.50 84.33
## [848] 88.00 83.75 83.00 94.67 87.00 83.17 79.67 90.00 92.17 79.86 93.17
## [859] 84.67 84.00 85.40 88.20 89.00 88.33 86.80 94.00 93.17 84.00 91.20
## [870] 79.75 85.00 79.00 85.40 93.33 88.33 89.17 83.80 81.00 82.33 81.40
## [881] 79.50 80.00 84.83 83.40 79.40 82.50 90.83 88.17 88.00 89.42 84.40
## [892] 81.20 83.00 81.80 82.20 83.08 87.83 86.33 85.33 83.91 83.50 89.00
## [903] 88.18 81.67 90.50 81.00 85.33 89.50 85.25 95.17 85.08 86.24 90.54
## [914] 78.86 83.68 84.41 76.27 80.50 85.74 84.97 77.54 78.53 82.78 80.10
## [925] 81.77 79.00 88.70 84.83 78.53 79.93 80.34 80.78 82.89 86.58 85.00
## [936] 80.16 81.36 82.18 79.73 80.24 74.71 86.04 81.30 81.17 85.05 79.08
## [947] 92.59 83.10 78.15 79.13 78.72 83.53 83.82 79.16 92.91 84.39 78.88
## [958] 85.22 79.90 81.47 78.85 84.04 80.09 93.79 78.16 86.07 81.10 90.66
## [969] 83.38 82.40 82.83 78.94 82.40 92.03 86.55 80.85 78.91 79.62 88.24
## [980] 80.79 84.76 78.00 82.75 86.94 79.63 85.67 82.48 81.43 83.66 79.79
## [991] 82.00 89.21 86.92 78.58 82.06 85.32 78.54 81.67 81.39 80.54 78.86
## [1002] 90.60 85.58 95.22 82.06 92.63 78.94 78.96 77.67 80.45 82.56 89.97
## [1013] 79.97 81.87 83.12 88.09 80.33 84.13 81.12 80.52 83.25 86.31 81.36
## [1024] 82.11 84.09 81.28 83.45 78.66 79.16 83.94 80.83 85.00 88.39 88.84
## [1035] 80.41 83.11 91.38 80.58 80.89 83.60 82.41 81.56 86.18 88.77 82.44
## [1046] 79.03 80.31 93.57 82.68 92.14 79.47 83.12 84.31 79.59 93.64 89.92
## [1057] 83.38 86.23 84.29 93.34 84.39 83.86 79.87 81.84 82.95 82.97 85.96
## [1068] 78.40 80.24 88.10 79.25 90.36 81.27 84.90 83.65 84.08 82.79 79.80
## [1079] 76.54 84.70 88.04 86.59 86.98 89.20 82.57 79.57 80.41 90.40 84.67
## [1090] 89.12 80.46 82.54 84.13 88.11 93.51 84.00 81.22 80.48 81.04 79.00
## [1101] 83.08 86.23 78.11 87.64 82.93 80.48 82.05 80.96 83.09 90.16 80.97
## [1112] 81.45 86.91 83.08 92.00 82.64 77.68 75.86 75.65 78.21 83.29 79.57
## [1123] 82.90 84.96 85.50 83.33 85.53 82.00 82.11 83.07 78.24 86.92 78.74
## [1134] 81.31 80.74 80.37 89.70 83.37 75.33 81.93 84.06 85.33 79.17 88.17
## [1145] 83.81 80.23 96.50 80.42 84.18 81.63 82.55 81.62 83.00 79.88 85.17
## [1156] 84.60 83.94 84.75 79.33 78.75 86.78 92.00 86.60 80.32 87.47 83.00
## [1167] 85.27 78.63 80.39 92.46 82.35 80.69 81.30 81.96 92.11 78.50 75.79
## [1178] 83.32 94.96 79.46 79.57 83.37 81.23 89.03 80.67 87.11 82.46 76.04
## [1189] 92.48 81.96 78.38 84.48 84.11 85.63 82.34 82.54 79.42 81.45 80.38
## [1200] 84.27 89.34 70.00 84.61 83.20 81.45 84.13 89.38 86.00 85.17 87.48
## [1211] 78.60 94.13 82.21 81.13 76.63 83.45 81.88 94.39 79.06 77.70 80.13
## [1222] 83.06 81.52 78.35 83.41 83.46 78.78 80.68 91.14 82.61 88.32 79.68
## [1233] 82.38 84.53 84.93 87.55 80.09 78.79 79.86 84.94 78.70 83.47 82.60
## [1244] 82.38 77.58 80.66 74.88 80.76 80.39 81.48 89.42 89.29 84.33 92.00
## [1255] 90.59 91.47 82.88 81.50 92.52 86.54 80.67 79.87 89.91 79.49 81.00
## [1266] 81.89 83.90 88.18 86.25 84.83 80.88 83.86 78.82 84.68 86.74 81.58
## [1277] 78.64 85.94 84.26 81.47 80.66 83.00 78.18 82.81 87.94 79.37 85.09
## [1288] 92.83 79.44 90.59 81.60 83.09 81.86 82.19 86.63 77.31 79.98 84.00
## [1299] 80.89 86.19 83.17 76.80 78.58 81.28 88.77 86.84 79.00 85.00 77.62
## [1310] 81.13 79.25 83.78 78.81 78.91 87.86 81.46 85.88 83.30 79.23 77.58
## [1321] 82.54 85.96 85.22 84.42 82.34 84.67 79.22 85.69 85.08 88.85 85.96
## [1332] 78.48 89.80 85.89 80.32 88.80 77.76 82.49 79.28 78.63 76.09 83.77
## [1343] 83.33 83.75 90.89 88.76 85.56 77.66 88.43 82.98 79.46 85.87 89.89
## [1354] 83.18 90.90 79.55 77.50 82.21 84.42 80.68 80.53 78.00 82.42 88.72
## [1365] 81.69 85.18 82.39 78.65 81.59 85.46 88.88 79.64 79.15 85.72 77.95
## [1376] 86.52 82.32 88.91 95.74 81.84 82.73 88.71 78.15 86.76 92.34 86.73
## [1387] 78.07 85.29 87.16 82.20 79.75 89.32 80.53 80.61 83.61 80.13 88.36
## [1398] 82.08 82.70 82.80 86.06 88.92 90.00 88.33 83.67 77.82 82.67 83.17
## [1409] 84.80 85.00 83.11 92.50 86.50 81.40 87.00 90.00 84.13 82.00 84.14
## [1420] 85.25 91.58 85.92 84.00 75.14 81.00 86.20 88.60 85.42 81.67 86.67
## [1431] 88.00 72.50 79.00 78.30 89.15 85.33 91.50 87.78 94.67 84.55 85.00
## [1442] 81.60 89.00 83.00 88.20 87.25 85.67 81.50 79.00 87.50 78.75 85.60
## [1453] 84.83 90.83 92.00 89.17 90.25 93.00 85.00 87.11 92.58 79.11 81.00
## [1464] 83.10 78.90 87.43 82.20 76.75 81.89 80.00 88.33 82.89 89.17 88.00
## [1475] 83.42 83.43 84.83 89.83 87.17 81.44 87.42 82.50 85.17 88.33 82.75
## [1486] 90.50 78.20 82.78 86.33 95.08 79.36 80.67 82.92 83.57 91.09 86.00
## [1497] 84.50 92.00 91.33 85.33 83.50 86.33 87.67 86.25 86.08 78.27 79.56
## [1508] 83.27 87.00 92.83 86.40 87.67 84.33 77.33 82.25 90.36 91.17 85.80
## [1519] 87.67 87.83 89.83 87.00 83.00 84.00 82.00 70.00 87.40 76.89 85.20
## [1530] 89.20 83.64 83.00 81.50 89.17 81.50 81.00 88.50 84.84 83.19 89.59
## [1541] 83.94 80.56 81.16 82.09 78.88 87.84 89.62 84.69 80.52 83.61 82.28
## [1552] 83.88 80.88 78.97 82.63 83.27 84.06 82.48 90.26 91.17 81.59 81.61
## [1563] 85.83 80.92 84.65 81.62 86.85 85.15 88.25 86.00 83.07 84.44 84.70
## [1574] 89.44 84.70 84.00 82.35 91.26 83.18 90.70 80.94 82.60 81.81 82.70
## [1585] 85.33 81.13 83.25 89.02 86.67 83.21 83.93 82.82 82.52 83.78 90.10
## [1596] 89.57 94.44 82.38 82.83 86.29 84.04 83.71 87.50 80.33 80.92 82.45
## [1607] 85.06 80.71 82.14 80.05 83.07 81.13 82.54 82.95 80.07 88.81 86.83
## [1618] 79.50 85.76 82.08 89.13 79.35 90.83 84.14 80.88 83.67 90.28 81.27
## [1629] 86.17 77.61 83.81 79.71 90.72 90.23 85.57 86.81 84.09 84.83 78.75
## [1640] 83.33 85.12 82.48 88.37 82.81 88.81 88.16 84.65 89.48 85.29 81.44
## [1651] 80.61 88.96 87.93 90.11 85.46 82.86 83.15 80.47 93.23 85.02 89.00
## [1662] 91.47 91.95 91.16 83.19 80.69 86.84 79.92 85.32 81.77 80.59 86.35
## [1673] 81.00 88.07 82.72 84.06 82.43 80.65 85.16 88.14 82.89 81.75 81.23
## [1684] 82.45 81.73 80.47 84.59 86.90 85.46 81.39 84.16 81.49 83.33 93.33
## [1695] 90.37 82.54 82.70 81.42 83.25 85.63 82.25 86.22 85.22 84.71 83.75
## [1706] 85.14 82.90 86.28 80.55 79.59 83.31 81.82 82.76 86.17 88.09 81.96
## [1717] 88.78 81.31 82.82 81.94 88.22 82.00 83.33 80.62 80.86 80.77 84.71
## [1728] 82.13 82.68 86.50 91.00 88.75 85.38 88.33 90.83 88.83 86.67 87.00
## [1739] 83.50 89.00 86.00 85.67 83.17 87.25 89.75 83.00 85.60 88.00 84.67
## [1750] 87.25 92.83 87.50 84.67 88.33 86.67 87.80 82.33 89.00 86.89 94.17
## [1761] 87.00 85.83 85.27 83.00 86.67 85.00 78.67 85.83 90.17 86.22 87.50
## [1772] 86.50 85.50 80.93 85.49 94.07 80.33 83.55 87.62 87.78 79.92 82.28
## [1783] 82.62 79.45 84.53 86.50 85.96 89.17 78.06 82.47 79.52 80.46 88.41
## [1794] 84.26 79.09 82.75 82.08 81.00 80.35 80.59 86.05 81.00 85.88 87.60
## [1805] 90.53 81.33 89.94 85.12 89.20 87.06 78.24 78.55 80.85 80.91 92.35
## [1816] 78.06 86.33 84.50 85.59 83.77 80.85 82.46 89.68 84.60 80.50 79.70
## [1827] 81.43 83.50 80.76 77.52 83.77 86.67 79.28 92.65 82.37 82.54 81.65
## [1838] 77.92 84.38 82.71 79.59 81.41 84.88 86.62 81.15 78.69 78.80 79.16
## [1849] 84.18 81.09 79.02 82.89 82.57 80.36 79.82 80.02 84.67 85.73 87.49
## [1860] 83.60 78.20 79.80 82.14 85.24 78.69 82.19 78.32 77.53 84.94 83.90
## [1871] 83.76 77.89 82.35 85.90 81.26 86.94 78.43 84.70 78.85 80.77 83.87
## [1882] 85.88 79.00 84.28 80.07 89.88 84.21 86.69 79.43 79.16 82.58 85.92
## [1893] 80.50 85.65 91.83 79.27 84.47 81.53 81.53 82.57 93.26 84.57 85.41
## [1904] 88.69 86.62 84.52 78.87 85.88 79.07 78.31 82.94 79.73 93.60 88.06
## [1915] 80.42 80.83 80.69 90.12 80.93 83.11 90.45 82.09 77.04 90.38 79.91
## [1926] 82.77 81.22 90.17 77.67 95.33 94.25 92.67 93.00 93.33 92.50 92.00
## [1937] 93.67 95.33 88.33 96.00 97.50 95.00 97.00 99.17 96.50 97.50 91.00
## [1948] 84.83 97.17 90.60 98.50 93.58 93.80 91.80 78.40 90.50 94.75 91.67
## [1959] 94.17 92.00 93.00 87.33 90.75 96.33 96.17 92.17 92.60 93.40 93.33
## [1970] 70.00 84.28 88.58 77.41 79.32 84.62 79.16 89.00 79.33 78.08 81.16
## [1981] 92.65 93.03 82.69 79.10 85.00 81.10 92.94 89.38 91.53 85.59 83.95
## [1992] 81.94 82.56 83.30 86.96 76.75 90.27 87.66 83.07 87.77 82.13 84.85
## [2003] 79.35 82.00 80.34 81.70 91.18 83.81 92.09 77.05 79.78 78.33 83.67
## [2014] 79.58 77.78 85.38 82.11 83.50 93.89 83.73 77.10 82.21 80.00 81.67
## [2025] 77.43 89.31 79.65 85.15 83.42 81.29 88.42 91.29 85.74 75.53 79.14
## [2036] 88.17 86.47 86.10 84.55 93.37 82.43 81.29 82.65 94.09 80.00 77.74
## [2047] 79.49 86.86 82.64 83.05 84.17 83.03 83.03 93.47 80.37 84.00 88.70
## [2058] 85.55 79.61 79.85 83.32 81.89 88.79 81.85 89.23 81.43 80.78 87.06
## [2069] 77.13 77.74 82.55 87.10 88.75 82.89 86.81 82.59 80.09 78.10 93.50
## [2080] 80.53 80.00 81.38 86.75 81.94 80.63 85.39 90.79 79.34 82.23 90.95
## [2091] 81.26 78.07 89.75 77.89 78.44 79.25 79.30 85.78 82.16 87.50 82.20
## [2102] 81.21 81.60 82.03 82.16 86.23 87.32 82.07 89.90 83.38 80.18 84.52
## [2113] 87.96 80.82 84.83 77.38 77.69 79.21 77.28 88.52 91.36 83.69 84.45
## [2124] 84.52 89.63 82.59 93.87 74.89 80.71 84.79 84.63 80.38 80.60 78.09
## [2135] 87.92 90.32 87.38 90.58 78.02 85.61 87.62 82.81 88.78 93.29 82.70
## [2146] 87.57 93.49 87.21 78.68 86.06 79.33 89.77 80.94 82.44 84.12 87.06
## [2157] 92.90 78.63 84.68 78.58 93.85 92.74 87.51 88.95 80.35 85.45 92.43
## [2168] 77.56 88.89 83.43 88.10 84.00 79.39 81.41 82.41 89.81 81.36 88.55
## [2179] 85.71 90.06 79.85 85.47 80.51 82.90 84.92 91.53 80.81 81.88 82.58
## [2190] 84.21 76.23 89.50 86.85 79.53 94.44 80.65 90.85 79.32 92.79 80.90
## [2201] 87.29 83.52 82.32 79.95 93.85 84.81 95.21 83.12 83.36 84.98 82.69
## [2212] 86.29 91.27 86.11 83.23 81.84 81.80 86.16 83.57 87.09 88.79 80.39
## [2223] 84.77 83.51 84.54 82.78 81.21 77.71 84.43 83.66 76.84 94.47 78.75
## [2234] 78.94 87.10 88.85 88.42 83.86 92.21 86.65 80.08 89.35 81.64 81.13
## [2245] 78.34 85.86 78.11 88.71 79.06 80.00 91.38 87.37 78.47 79.66 78.53
## [2256] 83.05 85.50 81.93 81.35 88.17 88.44 86.84 83.11 82.26 81.26 82.84
## [2267] 77.48 85.04 80.29 80.72 81.83 81.24 84.00 86.00 86.25 87.14 88.93
## [2278] 87.55 91.60 88.26 85.81 82.86 77.77 82.60 78.96 91.23 87.50 80.25
## [2289] 78.26 85.21 77.83 81.36 93.60 83.17 90.84 80.16 80.59 91.07 87.21
## [2300] 92.91 88.27 92.74 85.83 82.31 81.07 84.50 78.91 92.14 83.17 91.08
## [2311] 87.53 83.80 90.37 84.20 86.38 85.52 88.32 89.31 79.98 91.04 82.21
## [2322] 84.02 90.45 87.79 92.45 82.00 92.15 85.63 82.56 88.60 82.45 77.36
## [2333] 78.30 89.74 83.45 94.54 81.83 78.00 85.50 79.22 81.09 76.31 89.08
## [2344] 78.68 87.03 92.05 92.16 87.38 84.91 88.25 90.19 84.23 83.40 86.49
## [2355] 81.65 88.04 78.80 79.94 86.64 84.00 83.50 77.37 82.08 80.64 81.03
## [2366] 83.59 84.96 90.68 87.96 94.30 84.97 86.00 88.28 84.23 80.72 83.88
## [2377] 75.46 79.12 88.00 77.76 80.55 91.16 84.73 82.40 81.69 80.15 80.90
## [2388] 79.52 93.14 95.71 79.96 84.92 85.37 87.28 80.30 79.57 82.94 88.00
## [2399] 87.34 85.15 80.82 92.10 81.02 84.59 84.70 83.03 84.44 80.03 92.33
## [2410] 81.60 81.52 81.41 86.74 88.71 80.54 83.78 89.20 76.65 79.77 92.60
## [2421] 86.63 91.47 80.50 80.55 79.77 78.79 80.21 89.89 94.82 82.35 81.70
## [2432] 80.13 82.36 93.35 90.64 86.84 80.61 83.03 79.21 88.95 77.85 81.42
## [2443] 94.42 84.38 85.28 81.06 90.33 81.25 90.00 82.14 83.32 76.27 94.45
## [2454] 93.70 81.21 81.36 86.16 84.33 79.82 80.34 86.38 79.91 84.08 79.64
## [2465] 82.28 79.91 81.25 78.12 82.48 77.50 77.60 81.72 88.33 88.08 88.83
## [2476] 87.80 92.67 88.92 89.17 88.50 88.75 87.09 85.67 88.20 81.50 92.00
## [2487] 84.09 94.83 89.92 83.45 93.83 90.00 89.40 84.67 86.50 80.38 80.40
## [2498] 91.08 85.92 83.00 92.54 86.08 83.75 89.67 89.58 88.50 94.33 91.33
## [2509] 91.50 83.50 90.00 82.70 83.09 90.33 91.33 89.17 90.08 90.20 91.17
## [2520] 92.33 89.00 95.17 91.33 84.25 92.00 93.83 90.42 85.33 84.25 85.18
## [2531] 82.20 82.50 94.17 88.17 84.17 88.17 88.83 93.00 87.00 90.50 85.33
## [2542] 88.18 91.67 91.00 86.00 81.33 86.33 86.50 89.60 89.67 92.17 86.75
## [2553] 90.17 88.83 89.33 94.00 90.60 85.50 82.91 92.17 83.82 88.00 92.33
## [2564] 89.17 83.90 84.42 95.67 84.69 92.83 84.50 86.00 85.08 90.67 88.25
## [2575] 89.33 84.55 90.45 91.80 83.67 90.33 88.83 82.80 88.20 91.92 81.20
## [2586] 91.67 84.45 79.46 82.17 91.50 90.60 93.67 93.67 88.17 94.33 84.83
## [2597] 87.08 92.25 84.58 83.92 82.50 90.80 85.33 84.40 87.17 91.00 86.50
## [2608] 88.00 84.57 86.33 86.69 86.67 86.67 90.67 85.50 88.67 94.67 84.75
## [2619] 82.33 86.92 84.67 84.10 91.67 84.17 88.33 94.67 95.83 92.00 88.33
## [2630] 86.43 84.73 88.16 77.04 77.75 81.46 83.84 84.98 89.05 81.38 84.67
## [2641] 87.98 81.13 79.91 79.63 81.61 86.29 82.30 75.24 80.17 80.05 80.06
## [2652] 78.76 79.81 75.08 83.18 82.73 83.14 81.37 76.70 78.23 87.10 77.35
## [2663] 79.33 78.43 79.69 88.79 77.75 90.10 81.96 78.56 79.00 86.40 79.09
## [2674] 78.61 82.62 80.17 82.97 90.98 81.15 83.88 82.04 83.09 86.30 81.62
## [2685] 81.81 78.40 78.41 80.00 84.68 79.44 81.24 79.82 86.63 89.82 82.86
## [2696] 82.88 79.75 85.82 88.43 85.40 81.10 89.22 79.84 77.67 82.35 77.72
## [2707] 82.66 87.06 99.16 77.45 82.29 86.95 92.93 82.60 88.24 84.00 77.53
## [2718] 84.76 78.74 80.13 82.34 78.75 80.10 81.30 79.46 90.56 80.26 81.76
## [2729] 82.00 84.10 77.43 84.13 80.10 78.45 85.10 93.50 82.33 83.83 80.13
## [2740] 84.93 78.96 80.13 86.42 81.00 77.56 81.54 76.68 86.72 85.41 86.17
## [2751] 78.26 91.89 80.50 81.77 81.25 84.90 76.89 81.81 84.37 83.59 83.98
## [2762] 78.96 81.15 91.67 85.55 80.16 81.10 81.90 82.00 82.29 82.37 84.05
## [2773] 84.29 78.70 91.90 78.77 92.57 85.97 79.55 85.49 80.58 82.31 84.58
## [2784] 83.75 80.67 77.36 79.61 81.75 81.90 80.63 81.94 78.38 78.84 79.67
## [2795] 78.14 79.25 84.00 84.83 86.53 81.90 79.47 79.55 81.17 80.21 84.38
## [2806] 77.40 78.86 81.37 81.39 90.18 75.60 85.36 82.47 79.93 75.20 79.36
## [2817] 80.76 80.54 81.95 86.27 82.67 79.97 86.88 87.50 78.50 85.44 89.00
## [2828] 78.86 78.57 83.26 79.29 84.67 79.06 79.85 82.85 78.66 81.52 81.27
## [2839] 82.36 87.67 86.83 76.14 84.83 81.67 94.17 93.17 78.67 78.00 86.50
## [2850] 94.00 88.67 85.70 89.17 76.91 79.60 81.40 81.00 84.17 86.67 81.80
## [2861] 85.67 82.20 81.67 95.50 81.33 83.83 80.60 81.67 78.33 79.25 91.50
## [2872] 83.80 71.67 85.17 84.75 84.00 74.29 90.50 91.33 79.50 79.33 85.00
## [2883] 82.50 86.50 78.67 93.00 81.00 89.17 81.00 89.83 92.83 87.00 85.75
## [2894] 88.00 84.80 86.67 83.64 87.75 79.13 87.83 86.33 81.50 73.25 83.82
## [2905] 88.83 82.67 81.38 78.00 74.20 80.25 92.33 89.50 88.67 83.40 86.50
## [2916] 80.33 82.00 89.50 76.29 83.83 84.67 85.80 79.38 77.55 86.42 82.39
## [2927] 80.33 91.60 88.75 81.15 91.57 76.00 81.77 85.39 85.22 88.12 89.10
## [2938] 81.23 85.93 81.95 75.83 79.50 83.36 89.83 91.58 89.08 76.50 84.52
## [2949] 88.76 87.38 81.70 79.65 80.65 98.17 98.59 87.00 85.19 84.41 84.17
## [2960] 81.76 85.82 93.11 79.06 86.09 91.48 80.44 79.75 93.24 85.23 83.08
## [2971] 81.70 81.24 82.82 83.72 91.72 77.38 82.07 81.50 81.10 84.55 80.63
## [2982] 86.47 86.17 78.38 80.25 79.10 85.91 82.39 77.89 77.29 89.59 83.97
## [2993] 85.59 89.17 81.33 84.14 79.92 88.15 80.83 86.96 82.97 81.42 85.67
## [3004] 84.89 86.06 85.07 79.00 87.50 75.74 88.33 81.63 84.92 76.75 91.60
## [3015] 76.96 80.12 79.41 82.15 83.50 77.22 86.72 80.53 81.82 81.09 81.00
## [3026] 84.46 78.14 77.89 83.85 79.67 81.39 92.10 86.46 83.90 81.96 82.30
## [3037] 83.49 83.36 81.37 86.28 84.03 80.11 81.94 82.53 80.76 84.17 86.14
## [3048] 89.52 86.02 82.95 83.94 84.00 79.54 82.36 87.90 82.48 82.08 82.19
## [3059] 88.85 82.14 84.92 81.92 85.35 78.63 86.32 79.53 86.90 81.63 82.68
## [3070] 94.90 85.38 85.30 88.90 80.04 91.10 82.58 85.04 87.72 91.63 87.17
## [3081] 83.19 81.98 89.39 80.47 79.90 82.88 81.44 90.68 82.75 80.34 78.07
## [3092] 87.90 81.94 78.60 83.85 82.79 80.48 78.38 81.34 86.76 90.69 77.89
## [3103] 80.73 81.97 86.89 82.36 87.41 84.63 81.00 92.11 81.07 82.47 82.09
## [3114] 91.59 90.49 84.00 80.41 80.19 84.91 81.52 83.42 80.15 81.57 82.89
## [3125] 85.63 85.64 80.74 83.82 85.61 80.54 91.88 78.53 88.52 84.56 82.74
## [3136] 82.55 81.43 89.48 79.94 89.19 80.70 86.83 78.25 80.35 87.83 81.11
## [3147] 76.11 83.71 89.47 86.47 84.06 79.50 82.88 95.50 81.86 79.90 87.39
## [3158] 80.27 77.80 89.36 86.04 87.17 83.38 84.97 84.62 84.15 86.06 83.60
## [3169] 83.25 80.40 78.83 75.76 77.43 85.00 81.70 78.10 87.89 85.00 86.56
## [3180] 81.02 82.47 90.22 77.11 82.52 95.75 84.15 87.11 84.21 83.79 83.00
## [3191] 82.39 81.59 83.41 82.70 80.88 82.79 78.93 81.19 85.86 92.68 81.96
## [3202] 78.17 83.00 88.52 81.31 80.43 78.54 83.31 81.00 81.41 81.74 78.76
## [3213] 86.36 92.00 82.61 86.87 78.88 84.61 81.76 79.13 87.02 81.47 86.29
## [3224] 87.67 79.58 81.97 80.80 81.60 86.69 80.68 86.15 79.57 80.74 87.63
## [3235] 80.85 84.63 83.50 78.39 82.13 84.34 87.79 78.45 81.21 80.13 88.47
## [3246] 81.05 96.00 79.51 92.17 79.54 80.08 85.43 85.50 80.52 81.94 78.50
## [3257] 78.40 78.00 77.21 80.78 83.64 79.92 81.43 94.14 80.20 79.33 87.15
## [3268] 80.92 80.56 81.00 78.77 81.86 76.56 83.67 87.34 82.20 80.35 88.42
## [3279] 88.83 85.67 84.67 83.67 83.71 85.83 81.60 86.92 82.20 83.60 90.00
## [3290] 92.20 85.00 88.00 87.33 81.40 80.88 93.17 90.67 82.40 81.50 88.00
## [3301] 84.00 86.75 86.67 83.42 81.43 81.00 81.00 80.10 84.17 88.17 87.33
## [3312] 84.83 82.09 86.17 88.75 85.80 82.17 84.00 81.50 84.67 88.00 82.33
## [3323] 89.67 89.50 86.00 83.44 84.80 82.73 87.50 89.67 85.83 83.50 80.25
## [3334] 94.67 83.17 89.50 82.40 83.40 83.17 91.17 86.00 85.00 85.92 97.33
## [3345] 80.33 84.83 81.60 89.33 81.00 83.50 88.17 86.50 86.75 83.73 88.33
## [3356] 92.00 81.50 89.33 79.56 84.17 82.25 84.83 78.80 80.00 87.33 86.00
## [3367] 82.70 81.86 87.17 86.40 79.18 84.33 78.50 92.17 83.67 88.18 84.33
## [3378] 85.20 86.33 86.92 92.83 94.60 87.00 82.64 89.00 90.50 84.27 91.33
## [3389] 82.80 82.57 80.46 84.70 81.43 86.94 81.20 82.73 87.11 90.32 80.42
## [3400] 82.00 89.83 82.71 77.94 88.87 81.00 82.38 86.77 85.82 92.00 79.72
## [3411] 82.31 85.25 80.93 79.16 83.23 80.64 87.34 82.40 80.64 85.17 84.59
## [3422] 83.11 80.74 83.60 87.35 83.36 80.96 80.14 83.00 87.38 84.67 87.50
## [3433] 82.91 84.43 82.15 86.20 83.54 82.13 86.76 89.67 82.85 84.24 85.39
## [3444] 84.37 83.00 88.63 80.91 85.95 86.17 88.89 82.50 84.38 80.00 94.39
## [3455] 83.88 83.30 82.08 86.20 86.32 90.42 77.87 79.78 86.38 86.50 84.47
## [3466] 86.50 83.12 85.67 84.75 85.08 81.38 83.67 84.29 82.50 85.77 86.21
## [3477] 95.17 86.14 83.67 83.30 90.67 85.67 80.31 78.45 84.59 91.80 83.55
## [3488] 83.29 83.26 83.86 82.83 98.17 87.58 90.33 83.59 82.36 82.92 82.08
## [3499] 80.17 79.83 84.27 84.61 84.35 81.91 84.05 87.46 85.61 94.60 83.75
## [3510] 89.00 79.28 92.84 85.30 92.43 84.31 85.55 81.03 82.97 81.43 82.69
## [3521] 82.94 83.30 79.52 83.56 98.33 81.11 87.18 82.64 89.89 85.12 82.25
## [3532] 80.36 90.67 81.00 86.83 82.86 85.72 79.23 91.25 88.95 80.00 78.45
## [3543] 84.46 84.64 91.83 83.33 83.64 81.00 82.00 81.83 83.56 84.17 81.79
## [3554] 91.54 86.52 86.50 87.60 87.72 81.57 83.00 81.17 86.43 84.26 90.83
## [3565] 85.47 81.33 82.18 86.21 81.02 83.10 81.02 84.00 86.33 83.94 83.50
## [3576] 93.73 89.64 91.92 85.16 81.55 78.00 85.21 82.33 87.91 78.46 81.27
## [3587] 86.83 83.92 91.07 86.44 79.20 86.80 88.02 84.24 88.23 84.06 85.81
## [3598] 78.97 81.58 86.33 89.50 95.50 84.44 84.00 81.61 83.54 88.25 86.67
## [3609] 84.53 82.62 82.03 82.74 87.17 89.98 85.83 91.33 80.84 90.44 85.08
## [3620] 85.67 79.36 86.52 87.40 85.83 95.50 81.13 88.33 83.00 82.79 87.67
## [3631] 88.67 81.72 83.18 88.72 87.26 86.79 87.55 79.48 97.17 89.81 82.57
## [3642] 88.10 86.31 90.17 78.00 80.63 89.34 83.43 84.33 89.00 82.39 79.51
## [3653] 80.88 79.55 86.67 85.74 87.33 83.58 87.63 82.00 84.83 83.61 87.00
## [3664] 87.83 82.53 85.00 86.67 90.60 87.20 83.07 88.00 88.40 85.60 83.78
## [3675] 81.63 86.48 82.00 80.72 85.11 80.60 87.83 82.57 89.39 81.90 85.17
## [3686] 83.89 90.13 87.20 86.33 83.08 86.83 89.84 84.75 88.17 83.90 80.67
## [3697] 93.33 82.84 79.40 82.06 86.89 80.09 78.43 80.65 81.42 82.39 83.27
## [3708] 82.91 78.80 89.11 86.00 80.84 81.69 80.30 80.35 94.89 86.38 82.00
## [3719] 81.50 87.93 87.14 82.18 93.00 86.20 83.47 81.18 82.75 89.32 88.33
## [3730] 84.83 85.17 86.84 88.25 79.50 86.97 81.11 84.73 85.80 80.00 84.82
## [3741] 81.20 85.40 81.39 79.14 80.30 86.37 83.20 85.00 82.43 79.68 83.60
## [3752] 81.81 93.00 79.47 84.89 86.53 89.50 88.33 79.75 85.07 83.70 81.30
## [3763] 86.33 78.65 81.28 78.19 81.83 83.33 89.79 82.71 81.07 81.48 86.06
## [3774] 90.83 76.00 86.57 82.14 87.58 81.90 94.00 93.17 85.38 88.17 88.64
## [3785] 89.00 82.25 83.61 84.67 77.91 87.83 81.64 83.77 80.65 83.89 78.67
## [3796] 81.82 89.58 83.80 91.61 87.58 88.00 88.06 91.17 88.40 86.38 84.80
## [3807] 91.00 82.42 88.07 95.33 89.83 79.83 81.24 92.40 83.51 87.37 81.57
## [3818] 90.06 85.85 84.00 89.27 84.54 81.59 95.26 94.10 84.82 85.65 87.86
## [3829] 81.29 90.94 83.90 83.27 78.90 89.59 86.90 92.50 84.14 79.74 79.29
## [3840] 83.10 83.38 89.17 79.20 88.71 92.65 94.70 81.52 97.13 77.64 82.75
## [3851] 89.22 82.33 82.30 80.72 80.04 86.03 80.20 85.97 82.72 82.33 94.50
## [3862] 81.82 87.02 94.61 86.15 81.60 87.94 87.10 82.14 84.40 78.50 85.22
## [3873] 84.42 84.13 89.50 89.39 92.32 81.80 87.00 79.94 77.31 91.46 84.92
## [3884] 93.25 85.17 88.10 84.32 87.30 73.11 86.11 83.14 79.11 78.67 80.00
## [3895] 86.19 93.62 90.58 83.11 82.34 86.93 87.36 81.60 87.00 81.40 85.68
## [3906] 82.27 89.61 90.88 83.81 83.53 83.46 81.04 83.53 82.56 91.11 80.14
## [3917] 86.23 79.68 81.19 83.83 84.50 79.46 81.59 84.11 84.15 86.62 84.72
## [3928] 85.13 85.79 84.50 84.73 89.69 89.85 83.24 80.86 79.32 83.73 93.39
## [3939] 84.44 84.54 91.82 90.87 85.81 85.17 84.58 79.21 88.83 88.71 80.88
## [3950] 81.46 84.15 93.42 83.81 80.93 82.12 89.74 83.69 83.43 82.50 89.00
## [3961] 93.18 90.31 85.95 83.97 90.94 91.94 81.56 79.70 94.22 84.15 87.41
## [3972] 81.50 82.28 90.38 91.19 82.92 79.14 77.81 84.49 76.50 85.87 86.91
## [3983] 79.64 85.19 85.70 87.61 80.52 78.25 80.43 80.87 81.85 84.72 82.66
## [3994] 84.44 82.56 85.49 91.44 87.98 93.89 89.43 90.87 81.03 82.33 84.63
## [4005] 82.16 87.73 86.66 91.39 84.89 86.64 83.38 89.93 81.81 83.56 82.07
## [4016] 91.44 93.20 83.33 95.49 82.43 74.79 84.28 83.87 83.16 87.00 84.43
## [4027] 82.92 87.40 86.33 86.61 81.54 77.42 87.22 86.28 79.06 79.05 85.32
## [4038] 85.91 90.18 85.94 86.48 82.45 83.59 85.05 75.98 82.69 84.13 77.88
## [4049] 83.79 81.82 81.11 89.03 91.83 83.41 92.02 84.37 92.30 87.53 80.05
## [4060] 94.89 80.36 91.11 82.03 78.39 83.91 86.87 87.90 84.04 82.85 91.83
## [4071] 89.53 85.77 87.30 80.26 82.55 93.50 85.70 79.83 80.49 86.35 80.50
## [4082] 83.67 86.00 84.62 85.90 86.32 91.29 84.96 84.28 82.21 77.54 79.05
## [4093] 87.50 79.61 81.54 89.28 90.78 85.35 81.38 77.67 80.50 84.50 80.80
## [4104] 88.33 79.20 83.67 88.33 90.83 88.25 79.44 85.20 81.11 86.67 94.83
## [4115] 82.60 76.67 89.83 77.67 83.20 92.00 84.09 89.50 92.50 89.67 89.00
## [4126] 82.20 86.33 82.50 77.50 81.11 84.80 88.64 93.33 86.09 80.30 90.67
## [4137] 81.50 81.78 93.00 86.82 81.33 78.40 85.80 87.40 85.33 80.60 78.00
## [4148] 81.00 87.00 83.22 87.80 91.67 81.22 80.09 79.75 82.17 79.60 83.82
## [4159] 78.56 83.33 87.36 89.00 87.00 87.83 84.09 85.67 86.00 84.67 83.64
## [4170] 80.09 85.50 82.60 83.00 89.67 81.90 82.33 83.42 86.33 84.73 84.10
## [4181] 88.50 81.20 77.00 82.25 77.00 82.80 80.50 92.50 79.83 92.00 82.00
## [4192] 82.33 82.80 81.80 85.11 86.20 73.50 78.20 81.90 82.25 84.60 85.25
## [4203] 80.45 82.09 88.33 87.00 81.00 85.33 88.20 81.33 85.75 80.50 77.88
## [4214] 78.38 80.67 77.60 88.00 87.20 82.11 82.33 80.00 83.00 88.50 84.00
## [4225] 85.10 81.83 82.00 86.57 86.79 85.75 81.00 85.18 92.40 87.90 89.60
## [4236] 90.15 93.33 87.00 93.44 91.21 80.63 83.28 87.46 89.14 91.00 80.30
## [4247] 90.69 83.42 79.83 84.97 83.36 92.17 84.36 87.25 86.47 92.34 92.83
## [4258] 88.40 81.40 81.88 84.43 81.08 88.69 91.70 87.06 88.56 87.22 88.11
## [4269] 82.77 87.91 81.14 85.81 87.57 83.61 94.14 92.73 92.00 90.40 87.44
## [4280] 81.84 83.83 90.14 88.79 86.81 85.13 83.68 87.83 89.47 93.75 85.38
## [4291] 89.00 91.28 94.57 86.36 94.00 83.21 82.73 89.63 87.55 88.93 87.30
## [4302] 83.81 84.95 89.29 86.04 82.31 89.94 93.07 78.70 84.52 84.31 84.93
## [4313] 86.13 85.43 85.61 91.47 79.67 86.18 83.82 84.50 91.53 90.59 87.42
## [4324] 84.68 78.44 79.07 90.66 85.38 88.48 94.35 82.38 79.00 91.78 86.82
## [4335] 86.96 87.53 83.08 93.17 84.74 92.30 90.56 91.64 84.00 89.08 89.40
## [4346] 86.23 85.29 82.20 85.77 84.58 88.24 91.68 85.15 84.16 89.97 85.98
## [4357] 87.67 83.15 85.64 91.61 94.72 88.54 88.92 83.23 86.63 92.00 87.43
## [4368] 93.29 89.78 88.35 80.40 82.17 83.00 93.56 84.74 84.05 87.54 85.96
## [4379] 85.14 80.85 88.42 88.00 82.90 92.25 90.67 92.20 88.26 94.83 91.28
## [4390] 89.40 85.39 87.60 93.71 83.53 86.43 86.91 91.00 89.46 85.37 87.28
## [4401] 83.50 94.67 93.50 90.09 87.14 92.79 86.43 87.94 86.43 90.17 85.65
## [4412] 87.44 84.61 88.03 88.14 89.13 93.33 84.56 85.95 84.17 90.58 80.94
## [4423] 84.96 93.00 94.00 89.78 80.67 90.00 83.89 89.30 85.31 90.86 88.12
## [4434] 83.36 85.69 87.93 90.32 87.81 84.45 87.48 91.83 85.24 83.63 88.39
## [4445] 82.63 92.89 86.79 83.20 80.31 82.29 88.26 82.50 88.06 85.48 93.62
## [4456] 86.63 85.71 82.21 86.90 91.17 93.07 89.50 86.19 90.44 85.05 89.56
## [4467] 84.73 93.44 85.15 96.73 87.38 91.44 81.55 86.50 83.22 81.44 90.83
## [4478] 81.67 93.53 83.55 89.08 85.65 94.03 95.77 84.60 85.84 89.05 82.91
## [4489] 84.33 88.65 84.68 90.60 81.18 83.13 81.11 82.50 79.68 88.85 78.45
## [4500] 81.92 94.07 94.59 83.18 87.25 83.72 90.81 85.86 90.32 90.26 86.33
## [4511] 84.27 91.56 88.17 86.36 84.00 82.21 80.14 89.31 92.00 87.34 91.72
## [4522] 87.26 80.04 91.39 84.17 88.72 90.00 83.30 83.43 89.06 92.95 91.11
## [4533] 93.06 87.74 80.05 91.40 91.50 82.53 87.52 83.65 85.50 88.64 88.72
## [4544] 87.25 88.48 85.73 91.75 94.09 92.92 87.58 90.55 85.57 89.50 93.16
## [4555] 86.63 92.28 87.88 95.70 81.29 88.40 86.03 81.86 90.47 81.10 91.48
## [4566] 82.83 92.81 84.33 85.48 81.00 83.13 89.21 89.71 83.00 80.25 84.90
## [4577] 81.71 83.32 81.33 86.09 94.56 90.54 86.38 87.35 86.43 83.62 84.00
## [4588] 88.68 92.33 87.23 87.95 80.71 88.34 92.83 87.48 96.06 93.53 87.44
## [4599] 86.94 89.94 86.03 95.41 90.44 82.93 89.04 88.71 82.41 81.56 85.74
## [4610] 89.22 83.00 86.11 87.17 84.63 89.73 77.50 87.03 88.63 91.59 84.06
## [4621] 88.54 85.52 84.39 86.17 83.54 84.07 88.00 82.50 93.00 85.80 88.17
## [4632] 89.20 89.40 90.17 85.00 84.82 78.67 75.75 82.60 91.56 88.00 87.10
## [4643] 78.33 85.00 95.00 91.25 82.40 91.83 90.17 83.50 81.43 81.80 93.17
## [4654] 92.20 87.50 90.00 89.83 84.45 82.71 85.58 82.80 90.33 91.17 80.83
## [4665] 78.83 83.80 84.71 90.80 88.17 86.10 94.40 85.40 85.83 81.57 85.83
## [4676] 86.73 86.50 86.00 85.55 87.83 94.83 90.80 92.50 90.67 88.40 89.78
## [4687] 80.83 86.83 90.00 86.73 75.40 85.43 76.75 75.25 83.30 87.00 91.60
## [4698] 87.40 85.80 81.67 84.71 85.14 92.00 84.55 83.71 85.91 83.45 79.80
## [4709] 88.50 91.00 90.80 89.83 86.00 82.17 78.75 92.89 88.50 85.67 88.33
## [4720] 85.45 89.33 84.50 84.27 85.63 81.67 86.13 92.00 83.18 86.80 87.83
## [4731] 81.25 83.71 83.58 81.89 87.42 83.43 81.92 89.58 87.55 93.17 82.17
## [4742] 83.42 78.00 85.57 83.89 81.50 87.60 86.00 78.67 90.00 85.13 83.18
## [4753] 92.50 91.17 81.50 83.73 81.80 87.45 91.00 87.50 85.55 87.00 73.00
## [4764] 88.42 83.00 82.67 89.20 90.60 80.50 89.92 84.00 84.37 92.55 88.41
## [4775] 93.65 89.34 87.66 79.38 79.50 76.30 83.64 91.93 75.43 80.70 86.54
## [4786] 86.06 82.41 84.00 81.53 85.73 85.79 81.63 86.71 85.74 87.06 82.82
## [4797] 80.44 81.92 83.41 86.41 84.33 84.20 83.75 80.58 78.48 81.00 84.39
## [4808] 90.23 84.13 80.12 82.22 90.09 81.51 84.38 89.10 93.82 84.86 81.62
## [4819] 78.71 79.52 79.94 80.58 85.93 79.57 83.45 89.33 92.20 87.40 81.33
## [4830] 84.83 94.00 90.80 86.60 83.00 85.80 91.67 71.50 83.80 83.80 82.80
## [4841] 81.80 80.00 89.50 84.40 88.50 89.33 85.00 84.00 87.07 84.53 82.38
## [4852] 81.32 87.00 81.19 91.71 92.47 83.55 86.42 95.67 84.48 84.22 84.67
## [4863] 92.29 82.79 87.86 79.24 89.78 80.50 80.59 77.88 87.92 77.70 82.36
## [4874] 82.60 84.67 85.13 89.50 82.44 82.35 85.81 77.12 89.10 85.12 85.30
## [4885] 82.73 85.06 85.92 84.96 80.26 84.75 89.45 86.54 89.13 84.17 79.51
## [4896] 80.02 79.76 77.45 79.94 82.44 79.00 90.41 83.82 79.25 80.09 86.64
## [4907] 80.04 86.76 85.57 80.45 85.92 74.67 80.24 78.88 92.25 78.25 80.44
## [4918] 82.96 78.03 90.44 85.05 95.59 81.37 80.48 84.29 79.30 76.36 81.36
## [4929] 83.72 80.43 81.96 87.66 85.79 84.32 92.43 80.86 91.04 78.00 81.50
## [4940] 82.00 85.20 86.67 86.60 86.00 84.20 80.33 84.33 87.00 84.60 82.00
## [4951] 86.00 87.67 85.67 86.00 85.83 82.50 85.00 86.50 81.25 92.67 86.17
## [4962] 85.00 81.83 85.33 86.25 84.32 88.86 87.56 86.00 87.37 79.31 87.32
## [4973] 85.35 82.53 84.00 79.43 89.70 84.39 87.00 89.45 88.78 91.67 90.71
## [4984] 84.91 94.72 89.78 85.53 86.86 87.36 83.64 89.90 84.73 92.44 85.09
## [4995] 90.36 90.84 88.56 93.39 79.33 86.71 87.93 87.24 89.84 82.33 91.91
## [5006] 90.52 86.65 91.89 85.14 87.31 85.38 90.28 87.08 92.28 83.20 85.73
## [5017] 93.05 89.84 90.71 90.03 81.25 91.82 88.58 83.61 90.14 87.15 90.83
## [5028] 92.60 90.57 85.31 84.63 83.94 84.89 93.11 89.39 87.08 88.85 84.42
## [5039] 85.80 82.09 88.73 91.50 95.72 88.32 90.58 86.78 84.27 87.91 83.41
## [5050] 91.94 89.08 89.83 95.06 95.11 84.65 89.35 94.82 80.00 87.48 84.81
## [5061] 84.38 83.97 83.08 86.96 89.73 79.22 80.27 86.80 82.17 92.71 92.83
## [5072] 92.61 91.81 85.70 90.10 95.11 89.40 90.38 92.61 85.42 86.05 86.97
## [5083] 84.55 86.14 89.60 95.60 92.06 89.39 94.17 91.55 95.76 82.25 89.66
## [5094] 78.31 90.67 91.79 92.05 82.65 84.24 89.73 92.63 81.16 84.08 84.12
## [5105] 83.08 86.36 83.00 84.90 85.74 84.33 88.00 83.61 93.42 85.43 84.23
## [5116] 88.47 86.30 90.93 87.67 90.93 80.27 84.61 84.40 85.00 82.05 94.94
## [5127] 92.06 89.18 91.19 88.28 88.82 88.80 91.27 93.00 80.50 88.60 78.98
## [5138] 83.19 87.11 94.43 91.42 81.18 84.13 83.95 90.71 86.37 80.64 82.26
## [5149] 90.05 88.59 84.36 90.47 82.80 84.83 81.19 96.28 83.58 87.00 88.56
## [5160] 88.06 81.21 84.50 89.55 93.33 89.41 86.41 87.77 91.51 97.00 86.39
## [5171] 89.84 88.75 87.70 85.76 85.95 85.50 89.88 82.09 91.00 87.18 84.39
## [5182] 79.56 89.00 86.25 83.83 83.91 83.51 90.22 91.58 97.28 84.80 89.03
## [5193] 89.58 89.07 83.47 83.63 92.25 80.78 80.24 84.28 88.46 93.00 89.16
## [5204] 90.71 84.45 94.83 86.03 90.39 89.69 91.69 93.67 90.93 84.89 88.28
## [5215] 86.07 91.50 90.79 84.64 85.33 94.33 92.28 86.74 88.00 83.00 89.95
## [5226] 85.94 92.63 82.39 83.69 83.36 83.57 84.33 91.75 87.17 83.83 91.00
## [5237] 88.92 84.80 86.50 88.73 85.91 79.40 79.00 79.50 85.00 89.67 85.55
## [5248] 85.80 83.00 90.00 92.00 92.50 84.13 79.40 84.60 84.17 87.00 95.33
## [5259] 96.17 93.45 91.18 87.63 87.60 86.33 85.20 88.17 91.09 86.83 86.75
## [5270] 90.80 90.50 89.83 85.50 92.17 91.73 85.00 87.50 88.50 89.64 82.75
## [5281] 83.43 89.40 91.50 85.50 91.25 86.00 90.17 95.00 84.50 86.82 88.90
## [5292] 83.60 89.38 89.17 92.40 84.64 86.20 92.67 85.89 90.75 85.70 90.00
## [5303] 78.90 81.30 90.67 88.82 90.00 95.50 85.17 86.20 89.17 87.25 88.82
## [5314] 82.00 84.82 87.60 83.58 82.55 91.00 85.83 89.50 82.60 88.40 89.33
## [5325] 77.75 83.90 90.00 93.00 91.60 77.00 79.45 96.17 88.00 86.10 85.50
## [5336] 92.60 90.57 83.00 86.58 87.36 84.50 91.40 94.00 88.57 87.14 84.44
## [5347] 87.17 84.25 84.40 88.20 86.75 92.00 91.75 84.64 88.33 97.17 85.40
## [5358] 83.00 84.80 88.67 84.40 90.67 91.67n <- length(alumnosconpromedio)
n## [1] 5363mean(alumnosconpromedio)## [1] 84.94978datos$promedio[which(datos$carrera == 'SISTEMAS 4')]## [1] 77.67 80.50 84.50 80.80 88.33 79.20 83.67 88.33 90.83 88.25 79.44
## [12] 85.20 81.11 0.00 86.67 0.00 94.83 82.60 76.67 0.00 89.83 77.67
## [23] 83.20 92.00 84.09 89.50 92.50 89.67 89.00 82.20 86.33 82.50 77.50
## [34] 81.11 84.80 0.00 88.64 93.33 86.09 80.30 0.00 90.67 81.50 81.78
## [45] 93.00 86.82 81.33 78.40 85.80 87.40 85.33 80.60 78.00 81.00 87.00
## [56] 83.22 87.80 91.67 81.22 80.09 79.75 82.17 79.60 0.00 0.00 83.82
## [67] 78.56 0.00 0.00 83.33 87.36 89.00 87.00 0.00 87.83 84.09 85.67
## [78] 86.00 0.00 84.67 83.64 80.09 85.50 82.60 83.00 89.67 81.90 82.33
## [89] 83.42 86.33 84.73 0.00 0.00 84.10 88.50 81.20 77.00 82.25 77.00
## [100] 82.80 80.50 92.50 79.83 92.00 0.00 82.00 82.33 82.80 81.80 85.11
## [111] 86.20 73.50 78.20 0.00 0.00 81.90 82.25 84.60 85.25 80.45 82.09
## [122] 88.33 87.00 0.00 0.00 81.00 85.33 88.20 81.33 85.75 80.50 77.88
## [133] 78.38 80.67 77.60 88.00 0.00 87.20 0.00 82.11 82.33 0.00 0.00
## [144] 80.00 83.00 88.50 0.00 84.00 85.10# SU MEDIA
mean(datos$promedio[which(datos$carrera == 'SISTEMAS 4' & datos$promedio > 0)])## [1] 83.98349