Caso 5
Quintero Pérez luis Daniel
2022-09-13
1 Objetivo
Crear eventos a partir de un espacio muestral de alumnos.
2 Descripción
Se crea un espacio muestral de alumno llamando una función que se encuentra en la dirección de github.com
Se carga ejecutando la función
Se describen los datos con summary()
Se crean algunos eventos relativos al espacio muestral
3 Fundamento teórico
Al hacer diseños experimentales, estudios observacionales y estudios retrospectivos, el resultado final es un conjunto de datos que, por supuesto, está sujeto a la incertidumbre.
Aunque sólo uno de ellos tiene la palabra experimento en su descripción, el proceso de generar los datos o el proceso de observarlos forma parte de un experimento. [@walpole2012].
El espacio muestral se define con una literal matemática \(S\)e implica el conjunto de todos los resultados posibles de un experimento estadístico se le llama El espacio muestral y se representa con el símbolo S. [@mendenhall2010].
A cada resultado en un espacio muestral se le llama elemento o miembro del espacio muestral, o simplemente punto muestral. Si el espacio muestral tiene un número finito de elementos, podemos listar los miembros separados por comas y encerrarlos entre llaves.
La imagen siguiente identifica que el resultado de un experimento es el espacio muestral a partir de ahí se puede construir eventos que se utilizan para calcular probabilidades.
Por consiguiente, el espacio muestral \(S\), es el conjunto de los resultados posibles o eventos.
Cuando se lanza una moneda al aire, se puede escribir como:
\[ S = \text{{'aguila', 'sello'}} \]
Por ejemplo si se construye todo el espacio muestral de tirar un solo dado y conocer las posibles resultados de los puntos que se ven cara arriba del dado, sería que un dado puede caer 1, 2, 3, 4, 5 o 6 entonces. Los valores del 1 al 6 son los puntos muestrales de \(S\).
\[ S = {1, 2, 3, 4, 5, 6} \]
Los espacios muestrales con un número grande o infinito de puntos muestrales se describen mejor mediante un enunciado o método de la regla.
Por ejemplo, si el conjunto de resultados posibles de un experimento fuera el conjunto de ciudades en el mundo con una población de más de un millón de habitantes, nuestro espacio muestral se escribiría como:
\[ S = \text{x | x ciudades con pobación de mas de un millón de habitantes} \]
Se lee: \(S\) es el conjunto de todas las x’s, tales que x es una ciudad con una población de más de un millón de habitantes.
Ahora bien, el concepto de eventos tiene que ver con un conjunto de puntos muestrales. Evento es un subconjunto de todo el espacio muestral.
De tal forma que en el caso del experimento de tirar un dado, el espacio muestral
Puede tener tal vez tres eventos en los que le interese al investigador:
E2, los números impares, es decir los nones o que no son pares.
Entonces, se pueden identificar ciertos eventos del espacio muestral.
E1: Los alumnos con promedio mayor a 85
E2: Los alumnos del género femenino
E3: Los alumnos de la carrera de sistemas o de otra carrera;
E4: Los alumnos con peso igual o superior a 80 kgs ;
Los eventos E1, E2, E3, E4 y cualquier otro evento siendo subconjuntos de todo el espacio muestral contienen puntos muestrales o elementos, que sirven para concluir con algunas ideas, además, estos eventos pueden combinarse unos con otros de tal forma que pueden conformar otros eventos o conjuntos y enriquecer aún más las ideas concluyentes.
4 Desarrollo
4.1 Función which()
Antes de ver algunos ejemplos se recomienda entender la función which() que se utiliza para determinar posiciones de un vector bajo una expresión de comparación. Luego esas posiciones sirven para acceder a los elementos de un vector.
Se presenta un ejercicio para probar la función which().
La función which() devuelve la posición o índice (index) de un elemento dentro de un vector, ejemplo, se tienen 12 números:
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 30 | 40 | 50 | 60 | 20 | 10 | 40 | 20 | 50 | 40 | 60 | 50 |
Sólo las posiciones 1, 5, 6 y 8 tienen valores por debajo de 40 que equivalen a 30, 20, 10 y 20 respectivamente.
Con la función which() se encuentran las posiciones de ese vector y luego haciendo uso de [posiciones] se encuentran los valores que están por debajo de 40.
numeros <- c(30,40,50,60,20,10,40,20,50,40,60,50)
numeros## [1] 30 40 50 60 20 10 40 20 50 40 60 50n <- length(numeros)4.2 Posiciones y valores con which()
posiciones <- which(numeros < 40)
paste("Las posiciones o índices (index)")## [1] "Las posiciones o índices (index)"posiciones## [1] 1 5 6 8numeros[posiciones]## [1] 30 20 10 204.3 Espacios muestrales
Se construye espacios muestrales y alguno eventos respectivos de experimentos de lanzar un dado y de contar alumnos inscritos en una institución de educación superior.
4.3.1 Dados
El espacio muestral de tirar un dado y sus seis posibles valores que pueda caer.
S <- c(1,2,3,4,5,6)
S## [1] 1 2 3 4 5 64.3.1.1 Evento pares
Regresando al caso del dado. Con esa misma función which() se construyen los eventos para el caso de un solo dado.
El operador %in% evalúa si los valores de S están en el vector c(2,4,5). Con la función paste() se muestra el mensaje.
pares <- S[which(S %in% c(2, 4, 6))]
pares## [1] 2 4 6paste("Los números pares ")## [1] "Los números pares "paste(pares)## [1] "2" "4" "6"paste("Existen ", length(pares), " puntos muestrales del total de ", length(S) , " que tiene S")## [1] "Existen 3 puntos muestrales del total de 6 que tiene S"4.3.1.2 Evento nones
El operador %in% evalúa si los valores de S están en el vector c(1,3,5). Con la función paste() se muestra el mensaje.
nones <- S[which(S %in% c(1, 3, 5))]
paste("Los números impares ")## [1] "Los números impares "paste(nones)## [1] "1" "3" "5"paste("Existen ", length(nones), " puntos muestrales del total de ", length(S) , " que tiene S")## [1] "Existen 3 puntos muestrales del total de 6 que tiene S"4.3.1.3 Evento menores a 4
El operador < evalúa si los valores de S están por debajo de cuatro.
menor.cuatro <- S[which(S < 4)]
menor.cuatro## [1] 1 2 3paste(menor.cuatro)## [1] "1" "2" "3"paste("Existen ", length(menor.cuatro), " puntos muestrales del total de ", length(S) , " que tiene S")## [1] "Existen 3 puntos muestrales del total de 6 que tiene S"paste("Existen ", length(menor.cuatro), " puntos muestrales del total de ", length(S) , " que tiene S")## [1] "Existen 3 puntos muestrales del total de 6 que tiene S"4.3.2 Alumnos
Crear espacio muestral alumnos
\[ S = alumnos = \text{{x | x son estudiantes inscritos en una institución educativa de nivel superior}} \]
4.3.2.1 Cargar la función
Se carga la función que se encuentra en github.com
source("https://raw.githubusercontent.com/rpizarrog/Probabilidad-y-EstadIstica-VIRTUAL-DISTANCIA/main/funciones/funcion%20crea%20alumnos.r") 4.3.2.2 Crear data.frame alumnos
Se crea un conjunto de datos en un data.frame llamado alumnos.
alumnos <- genAlumnos(5000, 2021)4.3.2.2.1 Factorizar alumnos
Factorizar significa categorizar variables que son de tipo character o textos y se puede utilizar para identificar frecuencias con datos character y/o tipo factor con la función summary().
Utilizar la función as.factor() para factorizar o categorizar en estadística y en el ámbito de ciencia de los datos significa limpiar datos, transformar datos y preparar datos para realizar análisis posteriores.
alumnos$matricula <- as.factor(alumnos$matricula)
alumnos$carrera <- as.factor(alumnos$carrera)
alumnos$genero <- as.factor(alumnos$genero)4.3.2.3 Mostrar diez registros iniciales
head(alumnos, 10)## matricula carrera genero promedio edad peso altura
## 1 1 INDUSTRIAL M 85.58 21 78.27 178.27
## 2 2 ELECTRONICA F 87.91 22 57.20 157.20
## 3 3 MECATRONICA F 87.21 21 58.23 158.23
## 4 4 INDUSTRIAL F 87.25 21 60.44 160.44
## 5 5 TIC M 89.11 22 78.09 178.09
## 6 6 CIVIL F 79.34 19 59.45 159.45
## 7 7 ELECTRONICA F 86.91 21 56.23 156.23
## 8 8 ELECTRONICA F 89.17 22 61.83 161.83
## 9 9 SISTEMAS F 86.05 21 60.10 160.10
## 10 10 ELECTRONICA F 91.99 23 61.08 161.084.3.2.4 Mostrar diez registros finales
tail(alumnos, 10000)## matricula carrera genero promedio edad peso altura
## 1 1 INDUSTRIAL M 85.58 21 78.27 178.27
## 2 2 ELECTRONICA F 87.91 22 57.20 157.20
## 3 3 MECATRONICA F 87.21 21 58.23 158.23
## 4 4 INDUSTRIAL F 87.25 21 60.44 160.44
## 5 5 TIC M 89.11 22 78.09 178.09
## 6 6 CIVIL F 79.34 19 59.45 159.45
## 7 7 ELECTRONICA F 86.91 21 56.23 156.23
## 8 8 ELECTRONICA F 89.17 22 61.83 161.83
## 9 9 SISTEMAS F 86.05 21 60.10 160.10
## 10 10 ELECTRONICA F 91.99 23 61.08 161.08
## 11 11 ELECTRICA M 82.25 20 79.67 179.67
## 12 12 INDUSTRIAL F 85.05 21 60.94 160.94
## 13 13 MECANICA F 86.63 21 60.91 160.91
## 14 14 INDUSTRIAL M 91.23 23 75.04 175.04
## 15 15 TIC M 91.56 23 76.63 176.63
## 16 16 BIOQUIMICA M 79.62 19 76.06 176.06
## 17 17 TIC M 91.62 23 79.61 179.61
## 18 18 ADMINISTRACION M 86.46 21 79.10 179.10
## 19 19 SISTEMAS F 91.13 22 60.12 160.12
## 20 20 TIC M 91.24 23 80.08 180.08
## 21 21 QUIMICA F 82.74 20 61.54 161.54
## 22 22 BIOQUIMICA F 85.36 21 63.37 163.37
## 23 23 INFORMATICA M 82.19 20 81.66 181.66
## 24 24 MECATRONICA F 90.19 22 57.34 157.34
## 25 25 CIVIL M 80.37 19 83.76 183.76
## 26 26 ELECTRICA M 86.37 21 78.53 178.53
## 27 27 ELECTRONICA F 80.96 20 62.01 162.01
## 28 28 ADMINISTRACION F 84.77 21 63.58 163.58
## 29 29 BIOQUIMICA F 85.68 21 62.97 162.97
## 30 30 CIVIL F 89.81 22 57.32 157.32
## 31 31 ELECTRICA M 79.20 19 77.25 177.25
## 32 32 ELECTRONICA F 80.98 20 60.63 160.63
## 33 33 ELECTRICA M 89.53 22 84.42 184.42
## 34 34 MECANICA F 81.08 20 64.29 164.29
## 35 35 ELECTRONICA F 83.91 20 58.26 158.26
## 36 36 ADMINISTRACION M 80.51 19 79.76 179.76
## 37 37 SISTEMAS F 81.55 20 58.51 158.51
## 38 38 SISTEMAS M 80.96 20 76.95 176.95
## 39 39 ADMINISTRACION F 85.70 21 57.62 157.62
## 40 40 ELECTRONICA M 87.75 22 80.11 180.11
## 41 41 ELECTRONICA M 86.40 21 77.03 177.03
## 42 42 ELECTRONICA M 92.10 23 84.73 184.73
## 43 43 ADMINISTRACION F 84.80 21 61.35 161.35
## 44 44 QUIMICA F 93.34 23 57.81 157.81
## 45 45 ELECTRONICA M 85.88 21 81.77 181.77
## 46 46 SISTEMAS M 83.26 20 80.23 180.23
## 47 47 ADMINISTRACION F 91.11 22 58.61 158.61
## 48 48 ARQUITECTURA F 83.49 20 60.33 160.33
## 49 49 INFORMATICA F 87.08 21 60.91 160.91
## 50 50 ARQUITECTURA F 88.40 22 56.98 156.98
## 51 51 ELECTRONICA M 84.27 20 78.46 178.46
## 52 52 ELECTRICA M 78.19 19 80.24 180.24
## 53 53 CIVIL F 86.15 21 59.03 159.03
## 54 54 CIVIL M 84.72 21 77.95 177.95
## 55 55 INFORMATICA F 82.67 20 56.29 156.29
## 56 56 BIOQUIMICA M 86.36 21 86.94 186.94
## 57 57 BIOQUIMICA F 87.48 21 60.63 160.63
## 58 58 ADMINISTRACION F 85.41 21 61.64 161.64
## 59 59 ARQUITECTURA M 80.63 19 78.56 178.56
## 60 60 INFORMATICA M 80.78 19 81.52 181.52
## 61 61 MECATRONICA F 86.06 21 59.70 159.70
## 62 62 MECANICA M 85.36 21 82.90 182.90
## 63 63 MECANICA F 87.36 21 57.53 157.53
## 64 64 ARQUITECTURA M 83.38 20 78.86 178.86
## 65 65 MECANICA F 86.80 21 59.20 159.20
## 66 66 QUIMICA F 82.59 20 62.00 162.00
## 67 67 SISTEMAS F 87.96 22 58.52 158.52
## 68 68 INFORMATICA F 91.60 23 58.45 158.45
## 69 69 SISTEMAS M 85.13 21 78.73 178.73
## 70 70 ARQUITECTURA M 82.34 20 82.50 182.50
## 71 71 CIVIL F 84.79 21 60.74 160.74
## 72 72 ELECTRONICA M 85.85 21 85.83 185.83
## 73 73 ADMINISTRACION F 81.16 20 58.63 158.63
## 74 74 MECANICA F 91.16 22 62.47 162.47
## 75 75 BIOQUIMICA M 82.40 20 78.16 178.16
## 76 76 TIC M 85.18 21 78.50 178.50
## 77 77 ADMINISTRACION M 82.54 20 82.40 182.40
## 78 78 ELECTRICA M 81.18 20 82.40 182.40
## 79 79 MECATRONICA M 89.40 22 77.45 177.45
## 80 80 ELECTRONICA M 87.25 21 78.03 178.03
## 81 81 TIC M 84.83 21 80.57 180.57
## 82 82 ELECTRONICA M 83.77 20 78.57 178.57
## 83 83 ELECTRONICA F 78.49 19 54.07 154.07
## 84 84 INFORMATICA M 88.19 22 82.11 182.11
## 85 85 SISTEMAS M 85.50 21 77.85 177.85
## 86 86 TIC F 81.70 20 56.99 156.99
## 87 87 QUIMICA F 87.85 22 63.75 163.75
## 88 88 ARQUITECTURA F 80.50 19 60.32 160.32
## 89 89 ELECTRICA F 82.57 20 60.73 160.73
## 90 90 BIOQUIMICA M 87.67 21 78.26 178.26
## 91 91 MECANICA F 88.81 22 61.89 161.89
## 92 92 QUIMICA M 84.98 21 79.45 179.45
## 93 93 SISTEMAS M 85.81 21 79.13 179.13
## 94 94 MECANICA F 88.55 22 57.72 157.72
## 95 95 INDUSTRIAL F 86.05 21 59.31 159.31
## 96 96 SISTEMAS F 85.58 21 60.46 160.46
## 97 97 ELECTRONICA M 83.76 20 79.25 179.25
## 98 98 CIVIL M 82.99 20 79.66 179.66
## 99 99 INDUSTRIAL F 84.24 20 58.48 158.48
## 100 100 QUIMICA F 78.80 19 62.20 162.20
## 101 101 ARQUITECTURA F 85.10 21 59.01 159.01
## 102 102 BIOQUIMICA F 87.56 21 61.83 161.83
## 103 103 QUIMICA F 85.51 21 58.29 158.29
## 104 104 ARQUITECTURA F 84.31 21 59.38 159.38
## 105 105 CIVIL F 81.86 20 62.87 162.87
## 106 106 MECANICA M 86.16 21 77.08 177.08
## 107 107 BIOQUIMICA F 85.56 21 55.61 155.61
## 108 108 ARQUITECTURA M 76.64 18 85.26 185.26
## 109 109 MECANICA M 84.02 20 79.72 179.72
## 110 110 MECATRONICA F 88.05 22 59.20 159.20
## 111 111 INFORMATICA M 87.69 21 75.62 175.62
## 112 112 ARQUITECTURA M 85.56 21 79.75 179.75
## 113 113 SISTEMAS M 81.64 20 78.34 178.34
## 114 114 ELECTRICA M 86.70 21 76.21 176.21
## 115 115 SISTEMAS M 79.36 19 77.89 177.89
## 116 116 QUIMICA M 91.79 23 76.61 176.61
## 117 117 ELECTRICA M 87.63 21 79.37 179.37
## 118 118 SISTEMAS M 90.90 22 83.35 183.35
## 119 119 BIOQUIMICA M 86.29 21 82.16 182.16
## 120 120 TIC F 79.76 19 62.79 162.79
## 121 121 MECATRONICA F 88.61 22 62.30 162.30
## 122 122 QUIMICA F 84.92 21 58.90 158.90
## 123 123 INDUSTRIAL F 80.00 19 56.76 156.76
## 124 124 TIC F 78.59 19 59.78 159.78
## 125 125 MECANICA M 94.20 23 82.38 182.38
## 126 126 INDUSTRIAL M 87.68 21 84.78 184.78
## 127 127 SISTEMAS M 89.79 22 78.96 178.96
## 128 128 BIOQUIMICA M 87.05 21 77.83 177.83
## 129 129 CIVIL M 89.52 22 79.95 179.95
## 130 130 INDUSTRIAL M 94.50 23 82.39 182.39
## 131 131 QUIMICA F 85.15 21 58.00 158.00
## 132 132 ARQUITECTURA F 87.88 22 61.90 161.90
## 133 133 ELECTRICA M 86.68 21 80.24 180.24
## 134 134 INDUSTRIAL M 78.83 19 79.82 179.82
## 135 135 SISTEMAS M 87.78 22 80.13 180.13
## 136 136 QUIMICA M 84.59 21 82.08 182.08
## 137 137 ARQUITECTURA F 87.23 21 60.99 160.99
## 138 138 BIOQUIMICA F 84.85 21 62.00 162.00
## 139 139 CIVIL M 86.28 21 82.95 182.95
## 140 140 ARQUITECTURA M 85.09 21 83.81 183.81
## 141 141 QUIMICA M 82.96 20 75.89 175.89
## 142 142 ELECTRONICA M 88.57 22 80.47 180.47
## 143 143 ELECTRICA M 76.71 18 80.14 180.14
## 144 144 INDUSTRIAL F 82.71 20 62.03 162.03
## 145 145 QUIMICA M 87.55 21 79.02 179.02
## 146 146 ELECTRICA M 81.54 20 77.92 177.92
## 147 147 MECATRONICA M 85.45 21 80.48 180.48
## 148 148 SISTEMAS F 87.20 21 58.42 158.42
## 149 149 ELECTRICA F 85.79 21 59.88 159.88
## 150 150 ELECTRONICA M 91.12 22 84.95 184.95
## 151 151 INFORMATICA M 83.73 20 83.76 183.76
## 152 152 ADMINISTRACION F 85.11 21 59.81 159.81
## 153 153 BIOQUIMICA F 81.66 20 57.54 157.54
## 154 154 BIOQUIMICA M 88.67 22 83.76 183.76
## 155 155 INDUSTRIAL M 82.84 20 75.88 175.88
## 156 156 ARQUITECTURA M 83.60 20 79.35 179.35
## 157 157 INFORMATICA M 83.86 20 81.03 181.03
## 158 158 ADMINISTRACION F 88.64 22 59.96 159.96
## 159 159 ELECTRICA F 82.23 20 59.53 159.53
## 160 160 ELECTRICA M 84.62 21 83.48 183.48
## 161 161 ELECTRICA M 88.87 22 79.11 179.11
## 162 162 SISTEMAS M 87.23 21 76.79 176.79
## 163 163 ELECTRONICA M 86.55 21 78.45 178.45
## 164 164 ELECTRICA M 89.31 22 82.87 182.87
## 165 165 QUIMICA F 84.82 21 58.97 158.97
## 166 166 QUIMICA M 83.48 20 84.49 184.49
## 167 167 ELECTRONICA M 80.12 19 82.67 182.67
## 168 168 ELECTRICA M 92.77 23 82.41 182.41
## 169 169 INFORMATICA M 95.24 24 80.76 180.76
## 170 170 TIC M 93.15 23 80.08 180.08
## 171 171 QUIMICA F 88.84 22 59.35 159.35
## 172 172 SISTEMAS M 85.72 21 81.48 181.48
## 173 173 INFORMATICA M 84.30 21 86.50 186.50
## 174 174 QUIMICA F 88.94 22 58.50 158.50
## 175 175 ELECTRICA F 82.68 20 60.96 160.96
## 176 176 BIOQUIMICA M 89.22 22 79.48 179.48
## 177 177 BIOQUIMICA F 87.32 21 62.51 162.51
## 178 178 MECANICA M 91.18 22 82.86 182.86
## 179 179 ELECTRICA F 84.38 21 62.19 162.19
## 180 180 BIOQUIMICA F 86.90 21 65.04 165.04
## 181 181 MECANICA M 82.56 20 78.51 178.51
## 182 182 INDUSTRIAL M 82.32 20 80.30 180.30
## 183 183 ELECTRONICA F 86.95 21 58.67 158.67
## 184 184 ELECTRONICA F 89.27 22 63.62 163.62
## 185 185 TIC M 88.52 22 76.42 176.42
## 186 186 ELECTRONICA M 85.12 21 82.73 182.73
## 187 187 BIOQUIMICA F 91.14 22 60.25 160.25
## 188 188 QUIMICA F 86.80 21 62.04 162.04
## 189 189 TIC F 86.96 21 60.79 160.79
## 190 190 QUIMICA F 86.51 21 60.56 160.56
## 191 191 QUIMICA M 81.86 20 78.75 178.75
## 192 192 MECANICA M 86.31 21 80.82 180.82
## 193 193 QUIMICA M 90.22 22 84.86 184.86
## 194 194 ELECTRONICA M 84.05 20 76.03 176.03
## 195 195 MECATRONICA F 87.17 21 59.74 159.74
## 196 196 BIOQUIMICA F 80.68 19 59.75 159.75
## 197 197 INDUSTRIAL M 85.17 21 77.61 177.61
## 198 198 QUIMICA M 87.78 22 80.00 180.00
## 199 199 ELECTRONICA M 85.17 21 77.67 177.67
## 200 200 CIVIL M 88.02 22 80.57 180.57
## 201 201 INDUSTRIAL F 86.94 21 57.49 157.49
## 202 202 MECANICA M 81.35 20 79.01 179.01
## 203 203 ELECTRONICA M 83.06 20 77.59 177.59
## 204 204 ELECTRICA M 84.59 21 74.80 174.80
## 205 205 MECANICA F 83.69 20 58.26 158.26
## 206 206 BIOQUIMICA M 85.64 21 79.19 179.19
## 207 207 BIOQUIMICA F 82.80 20 60.63 160.63
## 208 208 ARQUITECTURA F 87.52 21 61.31 161.31
## 209 209 BIOQUIMICA F 85.96 21 58.28 158.28
## 210 210 ELECTRONICA M 83.76 20 82.71 182.71
## 211 211 ELECTRICA M 90.66 22 88.09 188.09
## 212 212 BIOQUIMICA F 87.16 21 58.82 158.82
## 213 213 MECANICA M 86.01 21 85.32 185.32
## 214 214 MECATRONICA M 89.80 22 77.36 177.36
## 215 215 CIVIL M 90.03 22 78.60 178.60
## 216 216 INFORMATICA M 86.35 21 83.48 183.48
## 217 217 ARQUITECTURA M 84.64 21 75.09 175.09
## 218 218 INFORMATICA M 84.58 21 84.26 184.26
## 219 219 SISTEMAS M 82.84 20 80.73 180.73
## 220 220 INFORMATICA M 84.13 20 77.48 177.48
## 221 221 INFORMATICA M 86.42 21 80.99 180.99
## 222 222 ELECTRONICA F 91.99 23 59.29 159.29
## 223 223 SISTEMAS F 85.85 21 61.33 161.33
## 224 224 MECANICA F 87.89 22 58.65 158.65
## 225 225 MECATRONICA M 92.64 23 81.39 181.39
## 226 226 ELECTRONICA F 85.18 21 57.52 157.52
## 227 227 INDUSTRIAL F 91.44 23 64.31 164.31
## 228 228 TIC F 87.67 21 62.95 162.95
## 229 229 SISTEMAS M 86.15 21 78.30 178.30
## 230 230 ARQUITECTURA M 87.52 21 73.55 173.55
## 231 231 SISTEMAS F 79.49 19 57.17 157.17
## 232 232 MECANICA M 80.03 19 80.11 180.11
## 233 233 INFORMATICA M 92.52 23 80.70 180.70
## 234 234 INFORMATICA M 85.89 21 79.95 179.95
## 235 235 INFORMATICA M 89.46 22 80.72 180.72
## 236 236 TIC F 87.04 21 55.69 155.69
## 237 237 INFORMATICA F 85.98 21 59.38 159.38
## 238 238 BIOQUIMICA M 85.17 21 79.22 179.22
## 239 239 TIC M 79.87 19 82.28 182.28
## 240 240 CIVIL M 85.46 21 79.87 179.87
## 241 241 MECANICA F 92.64 23 59.94 159.94
## 242 242 TIC F 89.85 22 62.91 162.91
## 243 243 ADMINISTRACION M 79.12 19 84.21 184.21
## 244 244 INDUSTRIAL M 88.82 22 82.90 182.90
## 245 245 CIVIL F 89.80 22 60.19 160.19
## 246 246 ADMINISTRACION M 81.01 20 78.13 178.13
## 247 247 TIC M 90.21 22 75.39 175.39
## 248 248 SISTEMAS M 83.29 20 73.83 173.83
## 249 249 TIC M 78.84 19 79.95 179.95
## 250 250 QUIMICA M 87.16 21 84.33 184.33
## 251 251 ADMINISTRACION M 86.90 21 79.00 179.00
## 252 252 SISTEMAS F 84.50 21 62.74 162.74
## 253 253 ARQUITECTURA M 79.51 19 84.11 184.11
## 254 254 ARQUITECTURA M 83.22 20 77.59 177.59
## 255 255 TIC M 87.15 21 78.40 178.40
## 256 256 INFORMATICA F 86.04 21 61.52 161.52
## 257 257 MECATRONICA F 88.94 22 57.25 157.25
## 258 258 SISTEMAS F 80.70 19 61.83 161.83
## 259 259 INFORMATICA M 85.89 21 77.06 177.06
## 260 260 ELECTRONICA F 90.95 22 65.58 165.58
## 261 261 INFORMATICA M 82.79 20 78.16 178.16
## 262 262 MECATRONICA F 89.48 22 59.60 159.60
## 263 263 CIVIL F 85.70 21 64.79 164.79
## 264 264 SISTEMAS F 89.25 22 58.24 158.24
## 265 265 TIC M 84.20 20 78.23 178.23
## 266 266 MECANICA M 82.76 20 81.26 181.26
## 267 267 MECANICA M 90.27 22 79.89 179.89
## 268 268 QUIMICA F 85.17 21 60.54 160.54
## 269 269 ELECTRONICA F 86.95 21 63.51 163.51
## 270 270 ELECTRICA M 90.96 22 82.72 182.72
## 271 271 INFORMATICA F 82.05 20 56.49 156.49
## 272 272 INDUSTRIAL M 89.10 22 79.41 179.41
## 273 273 QUIMICA F 86.29 21 60.29 160.29
## 274 274 INDUSTRIAL M 87.21 21 81.46 181.46
## 275 275 TIC F 81.64 20 60.87 160.87
## 276 276 CIVIL M 88.91 22 79.74 179.74
## 277 277 INDUSTRIAL M 81.64 20 80.24 180.24
## 278 278 ELECTRONICA F 86.53 21 60.02 160.02
## 279 279 SISTEMAS F 84.32 21 60.55 160.55
## 280 280 ELECTRONICA F 93.66 23 57.70 157.70
## 281 281 ADMINISTRACION F 86.28 21 59.49 159.49
## 282 282 ARQUITECTURA F 88.48 22 58.82 158.82
## 283 283 TIC F 89.65 22 57.70 157.70
## 284 284 QUIMICA M 86.96 21 85.25 185.25
## 285 285 ADMINISTRACION F 84.54 21 62.21 162.21
## 286 286 ELECTRICA F 94.74 24 60.83 160.83
## 287 287 ELECTRICA F 86.01 21 58.19 158.19
## 288 288 ARQUITECTURA M 80.59 19 79.29 179.29
## 289 289 QUIMICA F 79.11 19 58.23 158.23
## 290 290 ADMINISTRACION F 80.83 20 56.43 156.43
## 291 291 INFORMATICA M 86.88 21 80.64 180.64
## 292 292 BIOQUIMICA M 83.18 20 78.47 178.47
## 293 293 TIC F 88.89 22 61.69 161.69
## 294 294 INFORMATICA M 82.01 20 80.25 180.25
## 295 295 CIVIL F 85.51 21 59.95 159.95
## 296 296 ELECTRONICA F 90.07 22 62.12 162.12
## 297 297 ARQUITECTURA M 86.65 21 77.38 177.38
## 298 298 ARQUITECTURA F 83.59 20 62.48 162.48
## 299 299 SISTEMAS M 84.41 21 83.76 183.76
## 300 300 INFORMATICA F 84.35 21 56.99 156.99
## 301 301 INFORMATICA M 90.18 22 80.28 180.28
## 302 302 QUIMICA M 89.44 22 76.08 176.08
## 303 303 ADMINISTRACION M 91.33 23 81.90 181.90
## 304 304 QUIMICA M 87.01 21 71.50 171.50
## 305 305 MECANICA F 87.77 22 57.96 157.96
## 306 306 INDUSTRIAL F 84.13 20 58.27 158.27
## 307 307 INDUSTRIAL F 83.67 20 60.44 160.44
## 308 308 ARQUITECTURA M 88.36 22 80.54 180.54
## 309 309 INDUSTRIAL F 86.65 21 57.98 157.98
## 310 310 INFORMATICA F 81.20 20 60.12 160.12
## 311 311 INDUSTRIAL M 82.34 20 79.38 179.38
## 312 312 INDUSTRIAL F 87.30 21 59.98 159.98
## 313 313 BIOQUIMICA F 82.53 20 53.19 153.19
## 314 314 ELECTRICA F 85.85 21 57.99 157.99
## 315 315 ELECTRICA F 85.98 21 57.44 157.44
## 316 316 ADMINISTRACION F 82.39 20 59.24 159.24
## 317 317 ARQUITECTURA F 84.87 21 59.39 159.39
## 318 318 INFORMATICA M 83.89 20 75.00 175.00
## 319 319 BIOQUIMICA F 91.26 23 62.40 162.40
## 320 320 ELECTRICA M 87.03 21 77.87 177.87
## 321 321 ELECTRONICA F 87.38 21 61.63 161.63
## 322 322 SISTEMAS M 88.59 22 80.12 180.12
## 323 323 MECATRONICA M 85.69 21 77.71 177.71
## 324 324 ELECTRONICA F 82.24 20 65.11 165.11
## 325 325 MECATRONICA F 85.70 21 63.16 163.16
## 326 326 MECATRONICA M 87.61 21 85.83 185.83
## 327 327 TIC F 86.00 21 57.29 157.29
## 328 328 ELECTRONICA M 88.13 22 75.64 175.64
## 329 329 CIVIL F 83.74 20 56.29 156.29
## 330 330 TIC F 87.55 21 60.77 160.77
## 331 331 ADMINISTRACION M 85.37 21 79.50 179.50
## 332 332 CIVIL M 83.21 20 80.93 180.93
## 333 333 INDUSTRIAL M 79.73 19 79.26 179.26
## 334 334 INDUSTRIAL F 83.30 20 60.38 160.38
## 335 335 TIC F 79.11 19 55.73 155.73
## 336 336 ELECTRONICA M 89.45 22 79.88 179.88
## 337 337 MECATRONICA F 82.39 20 62.14 162.14
## 338 338 BIOQUIMICA M 86.71 21 82.81 182.81
## 339 339 ELECTRICA F 86.98 21 57.87 157.87
## 340 340 ELECTRONICA F 86.55 21 58.92 158.92
## 341 341 ARQUITECTURA F 80.50 19 57.12 157.12
## 342 342 CIVIL M 87.89 22 82.54 182.54
## 343 343 INDUSTRIAL F 81.27 20 64.47 164.47
## 344 344 MECANICA F 82.13 20 58.79 158.79
## 345 345 INDUSTRIAL M 86.56 21 79.74 179.74
## 346 346 MECATRONICA F 91.24 23 59.45 159.45
## 347 347 ARQUITECTURA M 84.79 21 79.86 179.86
## 348 348 TIC F 79.17 19 59.31 159.31
## 349 349 TIC M 83.06 20 74.43 174.43
## 350 350 TIC M 79.87 19 87.30 187.30
## 351 351 MECANICA F 89.77 22 58.29 158.29
## 352 352 MECATRONICA M 81.14 20 79.91 179.91
## 353 353 ADMINISTRACION M 89.24 22 82.38 182.38
## 354 354 MECANICA F 85.96 21 62.04 162.04
## 355 355 INDUSTRIAL F 86.90 21 56.63 156.63
## 356 356 QUIMICA M 89.99 22 80.00 180.00
## 357 357 MECATRONICA F 90.04 22 55.54 155.54
## 358 358 TIC F 81.88 20 59.49 159.49
## 359 359 MECANICA F 86.76 21 59.97 159.97
## 360 360 CIVIL M 89.93 22 81.76 181.76
## 361 361 TIC F 87.77 22 67.20 167.20
## 362 362 ADMINISTRACION F 80.81 20 58.96 158.96
## 363 363 SISTEMAS M 82.13 20 75.10 175.10
## 364 364 ADMINISTRACION M 83.37 20 80.95 180.95
## 365 365 SISTEMAS M 83.31 20 73.90 173.90
## 366 366 QUIMICA F 85.09 21 59.67 159.67
## 367 367 INDUSTRIAL F 81.85 20 59.07 159.07
## 368 368 BIOQUIMICA M 81.32 20 81.86 181.86
## 369 369 ARQUITECTURA F 87.20 21 63.09 163.09
## 370 370 TIC M 82.83 20 77.97 177.97
## 371 371 ARQUITECTURA M 87.32 21 77.81 177.81
## 372 372 ELECTRONICA M 84.09 20 81.40 181.40
## 373 373 ELECTRONICA M 86.12 21 80.05 180.05
## 374 374 ELECTRONICA M 84.15 20 83.76 183.76
## 375 375 INFORMATICA M 89.30 22 82.30 182.30
## 376 376 BIOQUIMICA M 88.41 22 81.99 181.99
## 377 377 MECATRONICA F 83.67 20 56.20 156.20
## 378 378 CIVIL M 90.58 22 80.70 180.70
## 379 379 BIOQUIMICA M 84.80 21 80.94 180.94
## 380 380 BIOQUIMICA M 84.16 20 83.22 183.22
## 381 381 ADMINISTRACION M 88.54 22 79.47 179.47
## 382 382 INFORMATICA M 86.54 21 79.47 179.47
## 383 383 ELECTRONICA F 88.28 22 60.39 160.39
## 384 384 QUIMICA F 82.76 20 58.19 158.19
## 385 385 ARQUITECTURA F 79.27 19 61.03 161.03
## 386 386 ELECTRICA M 86.12 21 84.00 184.00
## 387 387 CIVIL F 84.46 21 56.81 156.81
## 388 388 INFORMATICA M 90.08 22 83.58 183.58
## 389 389 ARQUITECTURA M 85.73 21 83.12 183.12
## 390 390 MECANICA F 87.91 22 59.98 159.98
## 391 391 QUIMICA M 84.43 21 78.61 178.61
## 392 392 ADMINISTRACION F 81.24 20 60.66 160.66
## 393 393 SISTEMAS F 86.02 21 58.98 158.98
## 394 394 QUIMICA F 89.12 22 60.16 160.16
## 395 395 ARQUITECTURA F 82.77 20 64.28 164.28
## 396 396 QUIMICA F 87.94 22 56.73 156.73
## 397 397 MECATRONICA F 87.08 21 58.94 158.94
## 398 398 INFORMATICA F 90.82 22 59.63 159.63
## 399 399 ELECTRONICA F 94.45 23 60.59 160.59
## 400 400 ELECTRICA F 85.36 21 57.52 157.52
## 401 401 MECANICA F 83.66 20 62.29 162.29
## 402 402 INDUSTRIAL M 86.82 21 76.36 176.36
## 403 403 MECANICA F 87.89 22 62.24 162.24
## 404 404 CIVIL M 84.45 21 82.53 182.53
## 405 405 SISTEMAS M 89.36 22 82.14 182.14
## 406 406 TIC F 80.64 19 60.37 160.37
## 407 407 MECATRONICA M 86.68 21 80.46 180.46
## 408 408 MECANICA F 88.91 22 58.78 158.78
## 409 409 MECANICA M 87.72 21 81.99 181.99
## 410 410 SISTEMAS F 86.28 21 61.68 161.68
## 411 411 ELECTRONICA F 82.34 20 61.02 161.02
## 412 412 CIVIL M 83.55 20 79.21 179.21
## 413 413 ADMINISTRACION F 81.28 20 59.64 159.64
## 414 414 ELECTRICA M 88.17 22 84.45 184.45
## 415 415 ARQUITECTURA F 84.00 20 61.98 161.98
## 416 416 ELECTRONICA M 91.96 23 79.19 179.19
## 417 417 MECANICA F 91.67 23 61.23 161.23
## 418 418 MECATRONICA M 85.31 21 77.15 177.15
## 419 419 MECATRONICA M 87.83 22 86.11 186.11
## 420 420 BIOQUIMICA M 82.59 20 75.52 175.52
## 421 421 ADMINISTRACION F 90.31 22 61.08 161.08
## 422 422 MECANICA M 87.55 21 80.64 180.64
## 423 423 BIOQUIMICA F 86.72 21 55.90 155.90
## 424 424 CIVIL F 80.52 19 57.16 157.16
## 425 425 CIVIL F 88.99 22 64.96 164.96
## 426 426 QUIMICA M 90.54 22 81.26 181.26
## 427 427 INFORMATICA F 89.08 22 60.89 160.89
## 428 428 INDUSTRIAL F 90.17 22 61.26 161.26
## 429 429 SISTEMAS F 93.30 23 57.17 157.17
## 430 430 BIOQUIMICA M 92.30 23 75.44 175.44
## 431 431 INFORMATICA M 92.57 23 80.99 180.99
## 432 432 ARQUITECTURA M 89.31 22 80.88 180.88
## 433 433 QUIMICA F 82.32 20 59.07 159.07
## 434 434 ADMINISTRACION F 92.32 23 59.52 159.52
## 435 435 TIC F 84.69 21 60.74 160.74
## 436 436 MECANICA M 91.15 22 85.34 185.34
## 437 437 TIC F 84.56 21 60.94 160.94
## 438 438 MECANICA F 84.86 21 59.21 159.21
## 439 439 CIVIL F 85.83 21 59.64 159.64
## 440 440 MECATRONICA M 93.33 23 84.40 184.40
## 441 441 ELECTRONICA F 86.53 21 57.91 157.91
## 442 442 SISTEMAS F 89.71 22 55.39 155.39
## 443 443 CIVIL M 82.16 20 81.50 181.50
## 444 444 MECANICA M 86.25 21 75.55 175.55
## 445 445 TIC M 86.73 21 79.02 179.02
## 446 446 TIC M 87.90 22 82.64 182.64
## 447 447 QUIMICA M 87.40 21 77.50 177.50
## 448 448 MECANICA M 88.42 22 80.79 180.79
## 449 449 TIC F 86.63 21 57.38 157.38
## 450 450 ELECTRONICA F 92.84 23 62.08 162.08
## 451 451 CIVIL M 90.13 22 87.27 187.27
## 452 452 MECATRONICA F 82.92 20 58.17 158.17
## 453 453 INFORMATICA F 84.61 21 60.26 160.26
## 454 454 MECATRONICA F 85.85 21 56.95 156.95
## 455 455 INDUSTRIAL F 85.94 21 61.50 161.50
## 456 456 MECATRONICA M 82.91 20 72.95 172.95
## 457 457 ELECTRONICA F 82.36 20 59.97 159.97
## 458 458 INFORMATICA F 87.25 21 62.65 162.65
## 459 459 ELECTRONICA M 89.04 22 77.71 177.71
## 460 460 CIVIL M 93.73 23 82.44 182.44
## 461 461 MECANICA F 91.50 23 56.61 156.61
## 462 462 ELECTRONICA F 88.02 22 57.94 157.94
## 463 463 ELECTRICA F 83.39 20 60.14 160.14
## 464 464 MECATRONICA F 86.62 21 60.35 160.35
## 465 465 ADMINISTRACION M 82.19 20 76.79 176.79
## 466 466 ARQUITECTURA M 85.82 21 78.81 178.81
## 467 467 INDUSTRIAL M 91.02 22 78.37 178.37
## 468 468 CIVIL M 88.68 22 79.19 179.19
## 469 469 SISTEMAS F 88.52 22 58.64 158.64
## 470 470 ARQUITECTURA M 91.36 23 77.69 177.69
## 471 471 MECATRONICA F 86.43 21 59.77 159.77
## 472 472 BIOQUIMICA M 86.38 21 79.11 179.11
## 473 473 CIVIL M 92.33 23 79.66 179.66
## 474 474 ELECTRICA M 85.28 21 76.08 176.08
## 475 475 ELECTRICA F 85.23 21 57.04 157.04
## 476 476 BIOQUIMICA M 79.16 19 89.13 189.13
## 477 477 MECANICA M 87.40 21 78.14 178.14
## 478 478 CIVIL M 83.31 20 78.40 178.40
## 479 479 MECATRONICA M 85.18 21 74.38 174.38
## 480 480 ARQUITECTURA F 92.61 23 61.94 161.94
## 481 481 SISTEMAS F 86.74 21 61.46 161.46
## 482 482 CIVIL F 83.17 20 60.56 160.56
## 483 483 SISTEMAS M 81.49 20 78.15 178.15
## 484 484 CIVIL M 84.59 21 75.59 175.59
## 485 485 ELECTRONICA M 96.47 24 74.73 174.73
## 486 486 INDUSTRIAL M 86.49 21 77.74 177.74
## 487 487 TIC F 83.39 20 59.04 159.04
## 488 488 BIOQUIMICA M 90.04 22 81.73 181.73
## 489 489 QUIMICA F 88.02 22 61.79 161.79
## 490 490 ELECTRICA F 82.36 20 62.64 162.64
## 491 491 MECANICA M 84.21 20 81.07 181.07
## 492 492 ARQUITECTURA M 82.27 20 81.49 181.49
## 493 493 MECANICA M 89.44 22 75.75 175.75
## 494 494 INFORMATICA F 85.95 21 62.47 162.47
## 495 495 ELECTRONICA F 79.93 19 59.16 159.16
## 496 496 ELECTRICA F 88.99 22 56.69 156.69
## 497 497 CIVIL M 88.95 22 80.23 180.23
## 498 498 MECANICA M 91.98 23 73.98 173.98
## 499 499 ELECTRONICA F 91.03 22 64.01 164.01
## 500 500 CIVIL M 86.43 21 75.80 175.80
## 501 501 MECATRONICA F 86.75 21 60.17 160.17
## 502 502 INDUSTRIAL F 81.18 20 58.30 158.30
## 503 503 INDUSTRIAL F 85.74 21 58.14 158.14
## 504 504 ELECTRICA M 82.06 20 77.60 177.60
## 505 505 TIC F 84.51 21 56.52 156.52
## 506 506 ARQUITECTURA M 87.66 21 74.87 174.87
## 507 507 ELECTRONICA M 83.60 20 79.02 179.02
## 508 508 CIVIL F 85.73 21 60.97 160.97
## 509 509 ELECTRONICA F 86.91 21 58.28 158.28
## 510 510 TIC F 92.17 23 60.39 160.39
## 511 511 TIC M 86.50 21 77.86 177.86
## 512 512 INFORMATICA F 83.81 20 58.64 158.64
## 513 513 TIC F 81.99 20 60.95 160.95
## 514 514 ELECTRONICA M 86.94 21 77.11 177.11
## 515 515 MECANICA M 82.45 20 77.93 177.93
## 516 516 INDUSTRIAL M 79.14 19 80.97 180.97
## 517 517 ELECTRONICA F 82.83 20 61.90 161.90
## 518 518 MECATRONICA M 83.83 20 86.39 186.39
## 519 519 ELECTRICA F 83.72 20 57.12 157.12
## 520 520 INFORMATICA F 96.89 24 61.50 161.50
## 521 521 MECATRONICA M 82.40 20 79.21 179.21
## 522 522 SISTEMAS F 81.33 20 56.53 156.53
## 523 523 INFORMATICA F 88.02 22 62.50 162.50
## 524 524 SISTEMAS M 83.10 20 84.51 184.51
## 525 525 QUIMICA F 87.07 21 62.22 162.22
## 526 526 SISTEMAS M 81.64 20 82.65 182.65
## 527 527 MECATRONICA F 90.66 22 60.78 160.78
## 528 528 INDUSTRIAL F 90.00 22 58.37 158.37
## 529 529 ARQUITECTURA M 94.82 24 75.83 175.83
## 530 530 INFORMATICA F 90.79 22 60.63 160.63
## 531 531 BIOQUIMICA M 85.47 21 82.41 182.41
## 532 532 BIOQUIMICA F 89.19 22 61.25 161.25
## 533 533 CIVIL F 86.12 21 57.96 157.96
## 534 534 BIOQUIMICA M 87.74 22 79.79 179.79
## 535 535 ELECTRICA F 84.62 21 58.35 158.35
## 536 536 ADMINISTRACION M 89.40 22 77.90 177.90
## 537 537 SISTEMAS M 78.07 19 73.34 173.34
## 538 538 ADMINISTRACION F 81.81 20 61.40 161.40
## 539 539 QUIMICA F 82.24 20 61.18 161.18
## 540 540 INDUSTRIAL M 90.57 22 79.98 179.98
## 541 541 ARQUITECTURA M 84.77 21 86.26 186.26
## 542 542 QUIMICA M 83.23 20 79.65 179.65
## 543 543 SISTEMAS F 84.16 20 59.32 159.32
## 544 544 ELECTRONICA F 81.15 20 63.68 163.68
## 545 545 INDUSTRIAL F 89.73 22 62.41 162.41
## 546 546 TIC F 85.98 21 61.56 161.56
## 547 547 BIOQUIMICA F 82.21 20 60.34 160.34
## 548 548 ELECTRICA F 80.95 20 58.21 158.21
## 549 549 TIC F 88.78 22 57.06 157.06
## 550 550 BIOQUIMICA M 79.83 19 83.50 183.50
## 551 551 MECATRONICA F 82.20 20 59.17 159.17
## 552 552 ADMINISTRACION F 89.17 22 57.75 157.75
## 553 553 ARQUITECTURA F 83.83 20 62.94 162.94
## 554 554 ELECTRONICA F 89.55 22 58.73 158.73
## 555 555 MECANICA F 86.54 21 60.13 160.13
## 556 556 QUIMICA M 83.53 20 79.64 179.64
## 557 557 ARQUITECTURA F 86.21 21 60.17 160.17
## 558 558 INDUSTRIAL M 83.27 20 82.76 182.76
## 559 559 QUIMICA F 83.94 20 59.88 159.88
## 560 560 SISTEMAS F 85.59 21 60.30 160.30
## 561 561 ELECTRICA M 84.29 21 83.21 183.21
## 562 562 ARQUITECTURA M 86.75 21 76.61 176.61
## 563 563 ELECTRICA M 89.55 22 82.99 182.99
## 564 564 ELECTRONICA F 89.59 22 61.81 161.81
## 565 565 SISTEMAS M 85.29 21 88.01 188.01
## 566 566 QUIMICA M 88.73 22 78.96 178.96
## 567 567 QUIMICA F 80.40 19 60.82 160.82
## 568 568 QUIMICA F 83.94 20 58.55 158.55
## 569 569 INFORMATICA F 85.99 21 62.43 162.43
## 570 570 ELECTRICA M 80.32 19 74.74 174.74
## 571 571 ELECTRONICA M 80.59 19 83.80 183.80
## 572 572 ELECTRONICA F 88.62 22 62.76 162.76
## 573 573 INFORMATICA M 89.58 22 79.37 179.37
## 574 574 QUIMICA M 87.55 21 72.35 172.35
## 575 575 ARQUITECTURA M 80.57 19 80.28 180.28
## 576 576 ELECTRONICA F 86.95 21 59.19 159.19
## 577 577 MECATRONICA M 89.38 22 82.68 182.68
## 578 578 BIOQUIMICA M 86.36 21 74.34 174.34
## 579 579 ARQUITECTURA M 84.63 21 76.90 176.90
## 580 580 INFORMATICA F 92.30 23 59.56 159.56
## 581 581 ARQUITECTURA F 83.42 20 60.50 160.50
## 582 582 SISTEMAS M 86.61 21 72.94 172.94
## 583 583 ELECTRICA M 88.18 22 82.00 182.00
## 584 584 MECANICA F 86.19 21 62.77 162.77
## 585 585 SISTEMAS M 75.91 18 82.78 182.78
## 586 586 INDUSTRIAL M 85.68 21 79.29 179.29
## 587 587 INDUSTRIAL F 89.36 22 58.08 158.08
## 588 588 ELECTRICA M 83.79 20 81.04 181.04
## 589 589 MECATRONICA F 82.10 20 62.92 162.92
## 590 590 INFORMATICA M 86.81 21 82.58 182.58
## 591 591 INDUSTRIAL F 83.65 20 57.79 157.79
## 592 592 ELECTRONICA M 82.12 20 78.58 178.58
## 593 593 ARQUITECTURA F 86.42 21 58.41 158.41
## 594 594 SISTEMAS M 89.45 22 78.58 178.58
## 595 595 QUIMICA M 84.20 20 81.87 181.87
## 596 596 INFORMATICA M 84.17 20 74.67 174.67
## 597 597 MECATRONICA F 84.49 21 59.24 159.24
## 598 598 ELECTRONICA M 87.39 21 80.19 180.19
## 599 599 INDUSTRIAL M 89.24 22 79.79 179.79
## 600 600 ARQUITECTURA M 83.15 20 82.86 182.86
## 601 601 INFORMATICA F 86.52 21 61.09 161.09
## 602 602 BIOQUIMICA F 84.92 21 57.65 157.65
## 603 603 TIC M 81.64 20 74.07 174.07
## 604 604 BIOQUIMICA F 86.18 21 63.68 163.68
## 605 605 SISTEMAS M 86.71 21 81.33 181.33
## 606 606 MECATRONICA F 90.80 22 59.08 159.08
## 607 607 SISTEMAS F 90.07 22 56.04 156.04
## 608 608 CIVIL F 80.83 20 62.17 162.17
## 609 609 QUIMICA M 89.89 22 77.18 177.18
## 610 610 CIVIL F 80.72 19 62.09 162.09
## 611 611 INFORMATICA M 80.55 19 80.36 180.36
## 612 612 ELECTRONICA M 84.41 21 78.61 178.61
## 613 613 CIVIL F 88.92 22 59.70 159.70
## 614 614 ELECTRONICA M 81.18 20 77.97 177.97
## 615 615 ARQUITECTURA F 82.03 20 59.16 159.16
## 616 616 ARQUITECTURA F 88.56 22 61.33 161.33
## 617 617 TIC F 81.05 20 62.81 162.81
## 618 618 ARQUITECTURA F 83.89 20 57.71 157.71
## 619 619 INDUSTRIAL F 91.70 23 63.34 163.34
## 620 620 MECANICA F 87.38 21 59.68 159.68
## 621 621 QUIMICA F 82.41 20 58.05 158.05
## 622 622 MECANICA F 85.20 21 58.20 158.20
## 623 623 QUIMICA M 87.62 21 79.13 179.13
## 624 624 INDUSTRIAL M 82.37 20 79.19 179.19
## 625 625 ELECTRONICA F 84.21 20 59.08 159.08
## 626 626 INFORMATICA F 84.45 21 58.28 158.28
## 627 627 ARQUITECTURA M 83.92 20 79.91 179.91
## 628 628 SISTEMAS F 85.72 21 59.17 159.17
## 629 629 TIC F 88.53 22 60.71 160.71
## 630 630 ARQUITECTURA M 83.82 20 81.85 181.85
## 631 631 INFORMATICA F 84.71 21 60.70 160.70
## 632 632 QUIMICA M 85.44 21 73.05 173.05
## 633 633 CIVIL M 86.02 21 81.69 181.69
## 634 634 MECANICA F 91.34 23 65.53 165.53
## 635 635 ELECTRONICA M 89.90 22 80.83 180.83
## 636 636 ADMINISTRACION F 91.45 23 61.93 161.93
## 637 637 ARQUITECTURA M 85.63 21 84.19 184.19
## 638 638 CIVIL M 83.99 20 76.79 176.79
## 639 639 TIC F 87.22 21 59.54 159.54
## 640 640 SISTEMAS M 92.37 23 86.59 186.59
## 641 641 INFORMATICA M 88.68 22 76.68 176.68
## 642 642 MECATRONICA F 84.72 21 56.57 156.57
## 643 643 ARQUITECTURA M 86.84 21 87.18 187.18
## 644 644 BIOQUIMICA M 87.35 21 82.68 182.68
## 645 645 ARQUITECTURA M 87.50 21 79.92 179.92
## 646 646 ELECTRONICA F 85.98 21 59.06 159.06
## 647 647 ADMINISTRACION M 90.17 22 82.07 182.07
## 648 648 ARQUITECTURA F 83.65 20 60.51 160.51
## 649 649 BIOQUIMICA M 87.23 21 77.79 177.79
## 650 650 CIVIL M 85.76 21 80.49 180.49
## 651 651 SISTEMAS M 87.19 21 76.72 176.72
## 652 652 MECATRONICA M 85.13 21 85.66 185.66
## 653 653 QUIMICA F 85.16 21 61.42 161.42
## 654 654 QUIMICA M 83.62 20 80.54 180.54
## 655 655 BIOQUIMICA F 87.37 21 60.03 160.03
## 656 656 ELECTRICA F 84.04 20 61.00 161.00
## 657 657 ADMINISTRACION M 92.25 23 85.29 185.29
## 658 658 TIC F 83.82 20 58.90 158.90
## 659 659 ELECTRICA M 83.41 20 80.52 180.52
## 660 660 ADMINISTRACION F 88.56 22 61.24 161.24
## 661 661 INFORMATICA M 87.91 22 76.74 176.74
## 662 662 INDUSTRIAL F 88.06 22 62.20 162.20
## 663 663 INFORMATICA M 84.64 21 83.08 183.08
## 664 664 INFORMATICA F 80.79 19 63.34 163.34
## 665 665 CIVIL F 85.82 21 58.31 158.31
## 666 666 INFORMATICA M 83.28 20 80.70 180.70
## 667 667 INFORMATICA F 88.36 22 58.68 158.68
## 668 668 INFORMATICA M 88.96 22 81.79 181.79
## 669 669 QUIMICA M 87.06 21 72.28 172.28
## 670 670 INFORMATICA M 85.67 21 79.21 179.21
## 671 671 ELECTRONICA M 80.32 19 80.88 180.88
## 672 672 ARQUITECTURA M 85.22 21 77.87 177.87
## 673 673 SISTEMAS F 87.83 22 57.48 157.48
## 674 674 ADMINISTRACION M 92.63 23 79.30 179.30
## 675 675 BIOQUIMICA M 92.18 23 79.19 179.19
## 676 676 CIVIL M 85.25 21 76.63 176.63
## 677 677 TIC M 82.10 20 85.00 185.00
## 678 678 QUIMICA F 86.19 21 58.83 158.83
## 679 679 ELECTRONICA F 86.77 21 55.25 155.25
## 680 680 ADMINISTRACION M 82.43 20 77.99 177.99
## 681 681 CIVIL M 92.38 23 77.68 177.68
## 682 682 BIOQUIMICA F 87.00 21 59.76 159.76
## 683 683 SISTEMAS F 85.83 21 61.94 161.94
## 684 684 TIC M 88.09 22 81.74 181.74
## 685 685 INDUSTRIAL M 81.51 20 84.44 184.44
## 686 686 ELECTRONICA M 89.90 22 75.17 175.17
## 687 687 QUIMICA F 90.16 22 59.97 159.97
## 688 688 MECANICA M 92.37 23 77.43 177.43
## 689 689 ELECTRONICA F 89.56 22 58.42 158.42
## 690 690 INFORMATICA F 84.62 21 58.95 158.95
## 691 691 ELECTRICA F 88.96 22 59.59 159.59
## 692 692 QUIMICA M 84.36 21 76.88 176.88
## 693 693 MECATRONICA F 87.45 21 64.45 164.45
## 694 694 MECATRONICA M 92.15 23 86.45 186.45
## 695 695 ELECTRONICA F 88.98 22 59.95 159.95
## 696 696 QUIMICA F 85.45 21 59.79 159.79
## 697 697 ADMINISTRACION F 85.43 21 61.14 161.14
## 698 698 ARQUITECTURA M 82.40 20 81.29 181.29
## 699 699 CIVIL M 82.79 20 87.33 187.33
## 700 700 SISTEMAS F 87.79 22 59.91 159.91
## 701 701 INDUSTRIAL M 87.97 22 79.10 179.10
## 702 702 INDUSTRIAL M 89.30 22 79.85 179.85
## 703 703 MECATRONICA M 90.31 22 76.18 176.18
## 704 704 ELECTRONICA M 88.77 22 81.53 181.53
## 705 705 ARQUITECTURA M 85.16 21 87.66 187.66
## 706 706 ADMINISTRACION M 78.43 19 85.51 185.51
## 707 707 INFORMATICA M 83.37 20 80.32 180.32
## 708 708 ADMINISTRACION M 90.78 22 79.49 179.49
## 709 709 INFORMATICA M 88.53 22 79.28 179.28
## 710 710 ARQUITECTURA F 86.19 21 60.33 160.33
## 711 711 ELECTRICA F 98.09 24 62.89 162.89
## 712 712 INDUSTRIAL M 88.45 22 81.94 181.94
## 713 713 MECANICA F 83.70 20 60.62 160.62
## 714 714 MECANICA M 86.21 21 79.88 179.88
## 715 715 ARQUITECTURA M 84.52 21 80.10 180.10
## 716 716 SISTEMAS M 89.32 22 81.16 181.16
## 717 717 ARQUITECTURA F 91.04 22 57.09 157.09
## 718 718 BIOQUIMICA F 82.13 20 56.04 156.04
## 719 719 MECATRONICA F 81.81 20 56.10 156.10
## 720 720 MECATRONICA M 87.44 21 81.06 181.06
## 721 721 SISTEMAS M 86.53 21 81.16 181.16
## 722 722 TIC F 87.79 22 56.59 156.59
## 723 723 SISTEMAS M 85.59 21 86.67 186.67
## 724 724 ELECTRICA F 86.05 21 62.73 162.73
## 725 725 ARQUITECTURA M 89.62 22 75.35 175.35
## 726 726 QUIMICA M 85.26 21 79.48 179.48
## 727 727 MECATRONICA F 80.73 19 60.58 160.58
## 728 728 ELECTRICA F 84.06 20 60.74 160.74
## 729 729 INFORMATICA F 90.20 22 60.18 160.18
## 730 730 MECANICA M 81.69 20 79.49 179.49
## 731 731 INDUSTRIAL F 84.67 21 62.13 162.13
## 732 732 SISTEMAS M 87.82 22 84.94 184.94
## 733 733 BIOQUIMICA F 84.22 20 63.06 163.06
## 734 734 ELECTRICA F 86.48 21 59.96 159.96
## 735 735 TIC F 84.28 21 66.27 166.27
## 736 736 ADMINISTRACION F 86.31 21 58.55 158.55
## 737 737 ARQUITECTURA F 84.32 21 60.33 160.33
## 738 738 ADMINISTRACION M 83.65 20 79.10 179.10
## 739 739 TIC F 86.50 21 59.19 159.19
## 740 740 CIVIL M 86.71 21 79.69 179.69
## 741 741 ARQUITECTURA M 85.85 21 84.13 184.13
## 742 742 QUIMICA M 87.15 21 84.55 184.55
## 743 743 CIVIL M 85.32 21 81.20 181.20
## 744 744 MECANICA M 89.29 22 81.51 181.51
## 745 745 INDUSTRIAL F 87.22 21 62.23 162.23
## 746 746 CIVIL F 82.57 20 61.71 161.71
## 747 747 QUIMICA M 94.55 23 85.05 185.05
## 748 748 TIC M 88.90 22 84.96 184.96
## 749 749 ADMINISTRACION F 85.36 21 65.54 165.54
## 750 750 ELECTRICA M 88.94 22 81.00 181.00
## 751 751 BIOQUIMICA M 91.72 23 78.39 178.39
## 752 752 ADMINISTRACION M 86.70 21 83.15 183.15
## 753 753 CIVIL M 88.82 22 79.83 179.83
## 754 754 ADMINISTRACION M 89.65 22 88.12 188.12
## 755 755 ELECTRICA M 83.07 20 78.46 178.46
## 756 756 SISTEMAS F 87.52 21 62.54 162.54
## 757 757 MECANICA F 89.86 22 57.70 157.70
## 758 758 ARQUITECTURA M 85.14 21 78.24 178.24
## 759 759 INFORMATICA M 85.84 21 80.91 180.91
## 760 760 QUIMICA F 83.47 20 60.63 160.63
## 761 761 MECANICA M 85.90 21 82.94 182.94
## 762 762 TIC M 84.74 21 83.21 183.21
## 763 763 ELECTRONICA F 87.56 21 55.94 155.94
## 764 764 MECANICA M 84.36 21 85.28 185.28
## 765 765 BIOQUIMICA F 89.30 22 60.28 160.28
## 766 766 MECATRONICA M 86.20 21 81.99 181.99
## 767 767 SISTEMAS F 82.12 20 59.87 159.87
## 768 768 ARQUITECTURA F 85.94 21 59.46 159.46
## 769 769 ARQUITECTURA F 83.01 20 61.48 161.48
## 770 770 QUIMICA F 88.27 22 60.83 160.83
## 771 771 MECANICA M 89.73 22 82.92 182.92
## 772 772 MECANICA F 88.85 22 63.61 163.61
## 773 773 INFORMATICA F 87.99 22 61.84 161.84
## 774 774 ADMINISTRACION M 82.09 20 81.85 181.85
## 775 775 MECATRONICA F 89.46 22 59.97 159.97
## 776 776 CIVIL F 83.60 20 63.25 163.25
## 777 777 TIC M 84.26 20 76.63 176.63
## 778 778 BIOQUIMICA M 94.02 23 79.30 179.30
## 779 779 ELECTRICA M 84.91 21 82.51 182.51
## 780 780 MECANICA F 87.00 21 58.80 158.80
## 781 781 CIVIL F 89.55 22 63.33 163.33
## 782 782 QUIMICA F 91.29 23 61.56 161.56
## 783 783 ELECTRICA F 84.94 21 57.08 157.08
## 784 784 ELECTRONICA F 83.82 20 59.85 159.85
## 785 785 ADMINISTRACION M 86.27 21 82.81 182.81
## 786 786 ELECTRICA M 87.30 21 71.90 171.90
## 787 787 CIVIL F 93.24 23 60.44 160.44
## 788 788 ELECTRONICA F 83.19 20 59.58 159.58
## 789 789 INDUSTRIAL F 87.05 21 58.97 158.97
## 790 790 TIC M 83.79 20 84.71 184.71
## 791 791 ELECTRICA F 89.87 22 59.14 159.14
## 792 792 ARQUITECTURA M 85.72 21 84.69 184.69
## 793 793 ELECTRONICA M 87.44 21 80.68 180.68
## 794 794 SISTEMAS M 83.86 20 77.97 177.97
## 795 795 TIC M 91.92 23 82.64 182.64
## 796 796 ADMINISTRACION F 82.29 20 58.33 158.33
## 797 797 CIVIL M 89.85 22 75.77 175.77
## 798 798 CIVIL F 94.34 23 58.15 158.15
## 799 799 ADMINISTRACION M 78.03 19 86.52 186.52
## 800 800 ELECTRONICA F 86.32 21 56.76 156.76
## 801 801 INDUSTRIAL M 87.92 22 83.71 183.71
## 802 802 INFORMATICA F 82.13 20 57.62 157.62
## 803 803 INDUSTRIAL F 87.99 22 58.34 158.34
## 804 804 ARQUITECTURA M 90.17 22 85.48 185.48
## 805 805 INFORMATICA F 88.52 22 60.47 160.47
## 806 806 CIVIL F 83.57 20 61.18 161.18
## 807 807 ARQUITECTURA F 88.87 22 57.06 157.06
## 808 808 MECANICA F 81.21 20 60.44 160.44
## 809 809 MECANICA F 83.84 20 57.10 157.10
## 810 810 BIOQUIMICA F 91.02 22 54.27 154.27
## 811 811 QUIMICA F 81.39 20 60.91 160.91
## 812 812 INFORMATICA F 89.36 22 58.47 158.47
## 813 813 ELECTRONICA F 83.47 20 54.83 154.83
## 814 814 INDUSTRIAL M 81.76 20 81.01 181.01
## 815 815 MECANICA F 88.78 22 57.21 157.21
## 816 816 SISTEMAS F 85.08 21 60.80 160.80
## 817 817 SISTEMAS F 79.78 19 58.65 158.65
## 818 818 QUIMICA M 85.64 21 85.40 185.40
## 819 819 MECATRONICA M 87.38 21 83.04 183.04
## 820 820 INDUSTRIAL F 87.17 21 58.55 158.55
## 821 821 TIC F 90.03 22 62.77 162.77
## 822 822 CIVIL F 83.13 20 57.20 157.20
## 823 823 ELECTRICA M 87.61 21 79.31 179.31
## 824 824 INDUSTRIAL F 85.77 21 58.56 158.56
## 825 825 ARQUITECTURA F 89.10 22 61.45 161.45
## 826 826 MECATRONICA M 85.23 21 78.26 178.26
## 827 827 SISTEMAS F 83.65 20 60.88 160.88
## 828 828 BIOQUIMICA F 83.50 20 54.93 154.93
## 829 829 MECATRONICA F 78.41 19 59.88 159.88
## 830 830 BIOQUIMICA F 83.74 20 62.08 162.08
## 831 831 SISTEMAS M 83.30 20 83.13 183.13
## 832 832 ARQUITECTURA M 85.20 21 80.34 180.34
## 833 833 TIC F 81.53 20 61.84 161.84
## 834 834 ADMINISTRACION M 87.78 22 81.02 181.02
## 835 835 QUIMICA M 88.07 22 82.62 182.62
## 836 836 MECATRONICA F 86.00 21 61.09 161.09
## 837 837 CIVIL M 92.00 23 77.53 177.53
## 838 838 INDUSTRIAL M 89.81 22 76.13 176.13
## 839 839 ELECTRICA F 85.36 21 61.23 161.23
## 840 840 BIOQUIMICA F 83.42 20 61.31 161.31
## 841 841 TIC M 80.21 19 79.06 179.06
## 842 842 ARQUITECTURA M 88.84 22 80.96 180.96
## 843 843 CIVIL F 84.46 21 60.21 160.21
## 844 844 INDUSTRIAL F 75.89 18 60.72 160.72
## 845 845 ADMINISTRACION F 88.25 22 60.89 160.89
## 846 846 INDUSTRIAL M 87.01 21 78.93 178.93
## 847 847 INDUSTRIAL F 93.32 23 55.95 155.95
## 848 848 CIVIL M 87.66 21 80.43 180.43
## 849 849 ARQUITECTURA F 86.85 21 59.12 159.12
## 850 850 CIVIL M 91.17 22 80.18 180.18
## 851 851 SISTEMAS F 80.64 19 56.31 156.31
## 852 852 MECATRONICA M 83.62 20 76.22 176.22
## 853 853 TIC M 85.13 21 78.16 178.16
## 854 854 ELECTRONICA F 82.82 20 58.27 158.27
## 855 855 ELECTRICA F 85.45 21 59.36 159.36
## 856 856 INFORMATICA M 91.97 23 79.89 179.89
## 857 857 QUIMICA F 81.70 20 58.10 158.10
## 858 858 ELECTRICA M 86.00 21 81.34 181.34
## 859 859 ADMINISTRACION M 83.10 20 81.26 181.26
## 860 860 INFORMATICA F 82.29 20 62.31 162.31
## 861 861 ELECTRONICA F 89.52 22 60.71 160.71
## 862 862 ADMINISTRACION F 88.33 22 58.39 158.39
## 863 863 CIVIL F 83.44 20 59.54 159.54
## 864 864 CIVIL M 87.38 21 77.35 177.35
## 865 865 ADMINISTRACION M 92.08 23 82.93 182.93
## 866 866 INDUSTRIAL M 92.07 23 79.37 179.37
## 867 867 MECATRONICA M 82.23 20 79.62 179.62
## 868 868 SISTEMAS M 87.54 21 82.88 182.88
## 869 869 MECANICA M 78.96 19 79.86 179.86
## 870 870 INFORMATICA M 83.43 20 77.65 177.65
## 871 871 CIVIL M 83.83 20 83.51 183.51
## 872 872 SISTEMAS M 85.23 21 82.82 182.82
## 873 873 ELECTRICA F 87.25 21 57.46 157.46
## 874 874 ELECTRICA F 88.77 22 61.76 161.76
## 875 875 TIC M 89.10 22 79.79 179.79
## 876 876 INDUSTRIAL M 87.28 21 77.08 177.08
## 877 877 ARQUITECTURA F 82.01 20 61.70 161.70
## 878 878 ARQUITECTURA F 89.01 22 63.89 163.89
## 879 879 SISTEMAS M 91.09 22 79.60 179.60
## 880 880 MECANICA M 84.38 21 77.51 177.51
## 881 881 ELECTRICA M 82.49 20 81.32 181.32
## 882 882 ADMINISTRACION M 83.48 20 85.92 185.92
## 883 883 ARQUITECTURA M 91.00 22 78.85 178.85
## 884 884 BIOQUIMICA F 86.99 21 63.92 163.92
## 885 885 MECATRONICA M 95.75 24 80.67 180.67
## 886 886 BIOQUIMICA F 82.23 20 60.44 160.44
## 887 887 BIOQUIMICA M 86.01 21 74.52 174.52
## 888 888 TIC M 92.01 23 76.83 176.83
## 889 889 ELECTRICA M 84.82 21 80.41 180.41
## 890 890 SISTEMAS M 88.04 22 75.02 175.02
## 891 891 BIOQUIMICA M 82.08 20 80.06 180.06
## 892 892 MECATRONICA M 82.95 20 77.16 177.16
## 893 893 ELECTRONICA F 83.49 20 60.93 160.93
## 894 894 INDUSTRIAL F 90.67 22 62.21 162.21
## 895 895 INDUSTRIAL M 87.79 22 80.83 180.83
## 896 896 INFORMATICA F 83.29 20 58.63 158.63
## 897 897 ELECTRONICA F 86.28 21 61.65 161.65
## 898 898 ARQUITECTURA F 91.06 22 60.06 160.06
## 899 899 ADMINISTRACION M 89.87 22 82.78 182.78
## 900 900 MECANICA M 85.21 21 87.39 187.39
## 901 901 INFORMATICA M 82.68 20 83.34 183.34
## 902 902 ARQUITECTURA F 89.04 22 63.19 163.19
## 903 903 TIC M 88.34 22 84.06 184.06
## 904 904 TIC M 89.61 22 80.53 180.53
## 905 905 ELECTRONICA F 89.09 22 62.82 162.82
## 906 906 INFORMATICA M 90.22 22 83.10 183.10
## 907 907 CIVIL F 86.12 21 58.44 158.44
## 908 908 QUIMICA F 85.03 21 64.39 164.39
## 909 909 TIC M 82.32 20 77.40 177.40
## 910 910 INFORMATICA M 81.62 20 81.84 181.84
## 911 911 MECANICA F 93.47 23 59.33 159.33
## 912 912 ARQUITECTURA F 87.79 22 58.99 158.99
## 913 913 ARQUITECTURA F 78.32 19 58.04 158.04
## 914 914 INDUSTRIAL F 82.15 20 63.33 163.33
## 915 915 INDUSTRIAL F 86.10 21 59.15 159.15
## 916 916 TIC F 84.65 21 57.40 157.40
## 917 917 MECATRONICA M 91.41 23 76.61 176.61
## 918 918 ARQUITECTURA M 86.74 21 75.64 175.64
## 919 919 INDUSTRIAL M 86.90 21 85.45 185.45
## 920 920 ELECTRONICA M 83.04 20 74.87 174.87
## 921 921 CIVIL F 87.13 21 61.90 161.90
## 922 922 ARQUITECTURA M 86.73 21 78.04 178.04
## 923 923 QUIMICA M 83.75 20 76.87 176.87
## 924 924 MECANICA M 86.16 21 77.32 177.32
## 925 925 INDUSTRIAL F 90.35 22 60.29 160.29
## 926 926 SISTEMAS F 85.84 21 58.48 158.48
## 927 927 ADMINISTRACION F 86.68 21 63.83 163.83
## 928 928 CIVIL M 81.20 20 87.97 187.97
## 929 929 INFORMATICA M 80.47 19 82.18 182.18
## 930 930 CIVIL F 86.68 21 59.38 159.38
## 931 931 MECANICA F 88.10 22 61.16 161.16
## 932 932 SISTEMAS M 81.87 20 86.14 186.14
## 933 933 MECANICA F 84.89 21 58.04 158.04
## 934 934 MECATRONICA M 86.11 21 73.89 173.89
## 935 935 MECATRONICA M 84.76 21 76.14 176.14
## 936 936 MECATRONICA M 88.04 22 81.76 181.76
## 937 937 MECANICA M 85.86 21 83.38 183.38
## 938 938 MECANICA F 84.37 21 63.19 163.19
## 939 939 CIVIL M 93.46 23 83.86 183.86
## 940 940 TIC F 83.24 20 64.20 164.20
## 941 941 ELECTRONICA F 80.90 20 55.79 155.79
## 942 942 TIC F 87.54 21 60.87 160.87
## 943 943 TIC M 89.67 22 77.21 177.21
## 944 944 ADMINISTRACION F 82.27 20 62.68 162.68
## 945 945 ARQUITECTURA F 92.38 23 59.82 159.82
## 946 946 INFORMATICA F 88.03 22 56.32 156.32
## 947 947 INFORMATICA F 85.06 21 60.25 160.25
## 948 948 CIVIL M 92.70 23 79.89 179.89
## 949 949 ADMINISTRACION M 80.18 19 81.18 181.18
## 950 950 ARQUITECTURA M 84.70 21 83.06 183.06
## 951 951 ELECTRICA F 84.82 21 62.01 162.01
## 952 952 SISTEMAS M 86.20 21 78.29 178.29
## 953 953 TIC M 83.06 20 79.30 179.30
## 954 954 MECANICA F 82.93 20 57.90 157.90
## 955 955 ELECTRONICA F 84.64 21 58.00 158.00
## 956 956 MECANICA M 89.04 22 83.11 183.11
## 957 957 MECANICA F 82.56 20 60.93 160.93
## 958 958 INFORMATICA F 82.51 20 60.30 160.30
## 959 959 ADMINISTRACION F 80.09 19 57.63 157.63
## 960 960 MECANICA M 93.57 23 81.07 181.07
## 961 961 SISTEMAS F 89.01 22 59.27 159.27
## 962 962 CIVIL M 89.96 22 84.06 184.06
## 963 963 INFORMATICA M 84.36 21 78.50 178.50
## 964 964 ARQUITECTURA F 84.32 21 59.31 159.31
## 965 965 BIOQUIMICA M 89.96 22 77.45 177.45
## 966 966 TIC F 80.93 20 61.17 161.17
## 967 967 ADMINISTRACION F 89.75 22 60.72 160.72
## 968 968 ELECTRICA M 85.77 21 78.24 178.24
## 969 969 TIC F 74.91 18 61.18 161.18
## 970 970 QUIMICA F 87.65 21 62.34 162.34
## 971 971 SISTEMAS F 83.46 20 55.06 155.06
## 972 972 ARQUITECTURA F 79.99 19 62.19 162.19
## 973 973 BIOQUIMICA F 91.97 23 60.50 160.50
## 974 974 BIOQUIMICA F 83.75 20 57.42 157.42
## 975 975 MECATRONICA M 82.59 20 79.56 179.56
## 976 976 ADMINISTRACION F 80.82 20 61.14 161.14
## 977 977 SISTEMAS F 86.72 21 61.89 161.89
## 978 978 ADMINISTRACION M 80.30 19 82.15 182.15
## 979 979 SISTEMAS M 81.51 20 78.89 178.89
## 980 980 ARQUITECTURA F 87.64 21 59.87 159.87
## 981 981 QUIMICA F 86.96 21 56.28 156.28
## 982 982 ADMINISTRACION M 85.57 21 82.05 182.05
## 983 983 MECANICA F 90.45 22 60.92 160.92
## 984 984 QUIMICA M 86.33 21 85.77 185.77
## 985 985 QUIMICA M 90.51 22 82.74 182.74
## 986 986 SISTEMAS F 82.45 20 60.80 160.80
## 987 987 MECATRONICA M 86.59 21 82.76 182.76
## 988 988 TIC M 83.47 20 85.45 185.45
## 989 989 ELECTRICA F 87.24 21 58.48 158.48
## 990 990 TIC F 84.16 20 60.82 160.82
## 991 991 MECANICA M 85.53 21 73.52 173.52
## 992 992 BIOQUIMICA M 87.28 21 80.90 180.90
## 993 993 ADMINISTRACION M 85.63 21 76.35 176.35
## 994 994 QUIMICA M 86.60 21 81.99 181.99
## 995 995 QUIMICA M 91.22 23 76.26 176.26
## 996 996 INDUSTRIAL F 83.15 20 59.23 159.23
## 997 997 TIC F 89.64 22 64.06 164.06
## 998 998 CIVIL M 90.01 22 81.60 181.60
## 999 999 MECANICA M 85.18 21 84.23 184.23
## 1000 1000 MECANICA F 88.23 22 58.46 158.46
## 1001 1001 ELECTRONICA F 88.80 22 58.04 158.04
## 1002 1002 ELECTRICA M 86.34 21 80.70 180.70
## 1003 1003 ELECTRICA M 77.88 19 80.23 180.23
## 1004 1004 MECATRONICA M 88.34 22 77.23 177.23
## 1005 1005 INDUSTRIAL F 73.49 17 55.60 155.60
## 1006 1006 CIVIL M 85.43 21 83.64 183.64
## 1007 1007 ARQUITECTURA M 85.55 21 83.28 183.28
## 1008 1008 INDUSTRIAL F 85.45 21 58.58 158.58
## 1009 1009 ARQUITECTURA M 90.88 22 78.92 178.92
## 1010 1010 INFORMATICA F 91.16 22 59.64 159.64
## 1011 1011 MECANICA M 94.44 23 75.17 175.17
## 1012 1012 SISTEMAS M 84.46 21 81.85 181.85
## 1013 1013 CIVIL F 89.64 22 59.23 159.23
## 1014 1014 TIC F 81.42 20 61.58 161.58
## 1015 1015 INFORMATICA F 86.49 21 60.08 160.08
## 1016 1016 ELECTRICA M 85.18 21 78.84 178.84
## 1017 1017 INFORMATICA F 75.56 18 59.63 159.63
## 1018 1018 INFORMATICA F 85.75 21 58.26 158.26
## 1019 1019 MECATRONICA F 79.92 19 60.27 160.27
## 1020 1020 ARQUITECTURA M 82.90 20 80.96 180.96
## 1021 1021 MECATRONICA M 86.62 21 86.58 186.58
## 1022 1022 QUIMICA F 81.32 20 59.53 159.53
## 1023 1023 ELECTRONICA M 84.04 20 78.69 178.69
## 1024 1024 ELECTRICA F 88.68 22 57.57 157.57
## 1025 1025 INFORMATICA M 86.95 21 79.40 179.40
## 1026 1026 SISTEMAS F 88.48 22 62.00 162.00
## 1027 1027 ADMINISTRACION F 88.74 22 54.82 154.82
## 1028 1028 BIOQUIMICA F 83.27 20 59.24 159.24
## 1029 1029 ADMINISTRACION M 88.34 22 82.56 182.56
## 1030 1030 TIC F 88.45 22 62.78 162.78
## 1031 1031 CIVIL M 85.77 21 80.54 180.54
## 1032 1032 INFORMATICA M 85.16 21 78.66 178.66
## 1033 1033 CIVIL F 81.08 20 58.00 158.00
## 1034 1034 QUIMICA M 84.73 21 78.45 178.45
## 1035 1035 ELECTRONICA F 80.42 19 56.80 156.80
## 1036 1036 CIVIL F 81.94 20 57.28 157.28
## 1037 1037 ELECTRICA M 87.47 21 81.82 181.82
## 1038 1038 SISTEMAS F 86.78 21 62.23 162.23
## 1039 1039 SISTEMAS F 86.88 21 63.47 163.47
## 1040 1040 TIC F 91.25 23 62.07 162.07
## 1041 1041 INDUSTRIAL F 81.75 20 61.90 161.90
## 1042 1042 CIVIL M 82.17 20 86.69 186.69
## 1043 1043 CIVIL F 88.71 22 55.93 155.93
## 1044 1044 INDUSTRIAL F 87.10 21 60.97 160.97
## 1045 1045 QUIMICA F 84.02 20 61.30 161.30
## 1046 1046 MECATRONICA M 94.64 23 79.98 179.98
## 1047 1047 INDUSTRIAL M 86.26 21 81.57 181.57
## 1048 1048 INDUSTRIAL F 90.59 22 58.66 158.66
## 1049 1049 CIVIL F 85.92 21 59.40 159.40
## 1050 1050 INFORMATICA F 82.90 20 62.85 162.85
## 1051 1051 INFORMATICA F 78.71 19 58.99 158.99
## 1052 1052 ARQUITECTURA F 83.44 20 62.12 162.12
## 1053 1053 ELECTRICA F 88.55 22 59.89 159.89
## 1054 1054 MECATRONICA F 82.60 20 55.05 155.05
## 1055 1055 MECANICA M 86.24 21 77.86 177.86
## 1056 1056 BIOQUIMICA F 87.05 21 58.27 158.27
## 1057 1057 BIOQUIMICA M 85.56 21 80.78 180.78
## 1058 1058 CIVIL M 82.92 20 79.56 179.56
## 1059 1059 MECANICA F 89.53 22 59.52 159.52
## 1060 1060 CIVIL F 84.84 21 58.69 158.69
## 1061 1061 INFORMATICA M 84.28 21 77.44 177.44
## 1062 1062 ELECTRONICA M 93.39 23 80.33 180.33
## 1063 1063 INFORMATICA M 89.98 22 76.31 176.31
## 1064 1064 QUIMICA F 81.23 20 57.56 157.56
## 1065 1065 QUIMICA M 84.61 21 82.22 182.22
## 1066 1066 INFORMATICA M 88.25 22 83.51 183.51
## 1067 1067 INDUSTRIAL M 83.97 20 80.62 180.62
## 1068 1068 MECANICA M 84.02 20 80.60 180.60
## 1069 1069 BIOQUIMICA M 80.74 19 87.34 187.34
## 1070 1070 CIVIL M 91.64 23 75.63 175.63
## 1071 1071 MECANICA F 86.28 21 60.60 160.60
## 1072 1072 ARQUITECTURA M 83.29 20 80.01 180.01
## 1073 1073 INDUSTRIAL M 82.83 20 71.98 171.98
## 1074 1074 MECANICA M 93.12 23 80.48 180.48
## 1075 1075 ELECTRONICA M 84.41 21 82.56 182.56
## 1076 1076 INDUSTRIAL F 82.76 20 58.33 158.33
## 1077 1077 INDUSTRIAL F 83.11 20 59.52 159.52
## 1078 1078 MECANICA F 87.09 21 63.31 163.31
## 1079 1079 CIVIL M 84.97 21 78.46 178.46
## 1080 1080 TIC M 84.62 21 80.65 180.65
## 1081 1081 ELECTRONICA F 82.91 20 59.43 159.43
## 1082 1082 SISTEMAS M 88.18 22 77.54 177.54
## 1083 1083 BIOQUIMICA M 81.35 20 77.69 177.69
## 1084 1084 ELECTRONICA M 87.60 21 80.18 180.18
## 1085 1085 SISTEMAS F 88.40 22 61.99 161.99
## 1086 1086 ARQUITECTURA M 85.05 21 79.85 179.85
## 1087 1087 ELECTRONICA M 86.58 21 79.43 179.43
## 1088 1088 TIC M 83.22 20 78.97 178.97
## 1089 1089 INFORMATICA F 88.35 22 60.16 160.16
## 1090 1090 TIC F 86.42 21 59.83 159.83
## 1091 1091 SISTEMAS M 91.76 23 78.17 178.17
## 1092 1092 ELECTRONICA M 83.96 20 79.31 179.31
## 1093 1093 MECATRONICA F 85.91 21 61.11 161.11
## 1094 1094 MECATRONICA F 84.14 20 57.01 157.01
## 1095 1095 INDUSTRIAL M 82.51 20 78.72 178.72
## 1096 1096 QUIMICA F 86.81 21 62.49 162.49
## 1097 1097 INDUSTRIAL M 83.71 20 82.19 182.19
## 1098 1098 SISTEMAS F 94.29 23 60.02 160.02
## 1099 1099 CIVIL F 83.70 20 61.74 161.74
## 1100 1100 TIC M 85.85 21 79.92 179.92
## 1101 1101 MECANICA F 83.86 20 61.57 161.57
## 1102 1102 BIOQUIMICA F 82.35 20 60.95 160.95
## 1103 1103 BIOQUIMICA F 89.25 22 55.97 155.97
## 1104 1104 BIOQUIMICA F 92.51 23 61.00 161.00
## 1105 1105 CIVIL F 91.61 23 56.99 156.99
## 1106 1106 ELECTRONICA F 87.20 21 60.86 160.86
## 1107 1107 BIOQUIMICA M 89.46 22 82.22 182.22
## 1108 1108 MECATRONICA F 90.18 22 62.32 162.32
## 1109 1109 MECATRONICA F 86.63 21 61.33 161.33
## 1110 1110 INFORMATICA F 86.98 21 58.43 158.43
## 1111 1111 ELECTRICA M 85.06 21 81.39 181.39
## 1112 1112 MECATRONICA M 88.05 22 75.11 175.11
## 1113 1113 ELECTRONICA M 85.23 21 81.47 181.47
## 1114 1114 ADMINISTRACION M 83.30 20 80.63 180.63
## 1115 1115 ADMINISTRACION F 80.84 20 61.49 161.49
## 1116 1116 TIC M 80.63 19 80.71 180.71
## 1117 1117 ADMINISTRACION M 81.81 20 76.23 176.23
## 1118 1118 CIVIL F 88.30 22 58.24 158.24
## 1119 1119 TIC F 85.78 21 60.38 160.38
## 1120 1120 BIOQUIMICA F 86.40 21 59.60 159.60
## 1121 1121 CIVIL M 78.69 19 78.19 178.19
## 1122 1122 TIC M 83.17 20 81.77 181.77
## 1123 1123 INDUSTRIAL F 84.54 21 57.31 157.31
## 1124 1124 MECANICA F 87.38 21 58.75 158.75
## 1125 1125 ELECTRICA M 87.83 22 79.82 179.82
## 1126 1126 TIC F 81.91 20 58.06 158.06
## 1127 1127 ELECTRICA F 77.59 19 58.64 158.64
## 1128 1128 ELECTRICA F 86.20 21 63.41 163.41
## 1129 1129 ADMINISTRACION M 94.70 24 87.58 187.58
## 1130 1130 BIOQUIMICA M 80.35 19 81.66 181.66
## 1131 1131 QUIMICA M 90.01 22 77.16 177.16
## 1132 1132 SISTEMAS M 87.83 22 79.77 179.77
## 1133 1133 INDUSTRIAL F 80.15 19 63.08 163.08
## 1134 1134 MECANICA F 80.10 19 56.78 156.78
## 1135 1135 BIOQUIMICA F 90.25 22 60.48 160.48
## 1136 1136 MECANICA F 85.50 21 56.44 156.44
## 1137 1137 ADMINISTRACION M 89.20 22 77.52 177.52
## 1138 1138 INDUSTRIAL M 89.18 22 78.98 178.98
## 1139 1139 INDUSTRIAL M 83.04 20 77.92 177.92
## 1140 1140 ADMINISTRACION F 84.15 20 64.40 164.40
## 1141 1141 BIOQUIMICA F 87.35 21 59.12 159.12
## 1142 1142 MECATRONICA F 82.50 20 56.94 156.94
## 1143 1143 QUIMICA M 91.17 22 77.29 177.29
## 1144 1144 SISTEMAS M 86.58 21 80.07 180.07
## 1145 1145 ELECTRICA M 89.81 22 78.38 178.38
## 1146 1146 ARQUITECTURA F 92.70 23 62.36 162.36
## 1147 1147 SISTEMAS F 81.00 20 62.26 162.26
## 1148 1148 ELECTRICA F 85.75 21 63.72 163.72
## 1149 1149 CIVIL F 89.78 22 60.36 160.36
## 1150 1150 CIVIL F 91.53 23 61.97 161.97
## 1151 1151 SISTEMAS F 80.91 20 61.50 161.50
## 1152 1152 MECANICA F 85.63 21 60.93 160.93
## 1153 1153 BIOQUIMICA M 82.43 20 81.95 181.95
## 1154 1154 INFORMATICA F 81.94 20 66.50 166.50
## 1155 1155 SISTEMAS M 90.29 22 79.06 179.06
## 1156 1156 TIC F 86.31 21 57.36 157.36
## 1157 1157 SISTEMAS M 83.70 20 85.07 185.07
## 1158 1158 MECANICA F 82.63 20 60.48 160.48
## 1159 1159 BIOQUIMICA M 86.09 21 81.28 181.28
## 1160 1160 INFORMATICA F 83.85 20 64.35 164.35
## 1161 1161 SISTEMAS M 90.39 22 84.20 184.20
## 1162 1162 TIC F 86.35 21 60.59 160.59
## 1163 1163 QUIMICA M 89.34 22 82.11 182.11
## 1164 1164 BIOQUIMICA M 87.67 21 85.04 185.04
## 1165 1165 MECATRONICA F 87.12 21 62.36 162.36
## 1166 1166 ARQUITECTURA F 88.31 22 59.31 159.31
## 1167 1167 MECANICA M 88.21 22 79.65 179.65
## 1168 1168 BIOQUIMICA M 83.43 20 83.60 183.60
## 1169 1169 ARQUITECTURA F 86.72 21 59.26 159.26
## 1170 1170 TIC M 79.19 19 72.47 172.47
## 1171 1171 INDUSTRIAL F 89.72 22 61.35 161.35
## 1172 1172 CIVIL M 90.92 22 78.47 178.47
## 1173 1173 ARQUITECTURA F 91.62 23 60.10 160.10
## 1174 1174 SISTEMAS F 89.09 22 60.79 160.79
## 1175 1175 BIOQUIMICA M 86.71 21 72.01 172.01
## 1176 1176 ELECTRONICA M 84.51 21 72.35 172.35
## 1177 1177 BIOQUIMICA F 82.77 20 59.37 159.37
## 1178 1178 ELECTRONICA F 80.19 19 62.58 162.58
## 1179 1179 INFORMATICA F 86.66 21 58.06 158.06
## 1180 1180 MECATRONICA M 87.74 22 81.64 181.64
## 1181 1181 ELECTRICA M 78.07 19 76.48 176.48
## 1182 1182 INFORMATICA F 83.17 20 58.99 158.99
## 1183 1183 BIOQUIMICA F 91.27 23 64.46 164.46
## 1184 1184 CIVIL F 81.56 20 62.29 162.29
## 1185 1185 TIC M 86.18 21 80.77 180.77
## 1186 1186 BIOQUIMICA F 84.25 20 61.72 161.72
## 1187 1187 SISTEMAS M 90.73 22 80.72 180.72
## 1188 1188 QUIMICA M 90.35 22 80.15 180.15
## 1189 1189 BIOQUIMICA M 85.26 21 76.86 176.86
## 1190 1190 ELECTRONICA M 86.63 21 82.19 182.19
## 1191 1191 SISTEMAS M 86.45 21 81.48 181.48
## 1192 1192 SISTEMAS F 80.80 19 59.78 159.78
## 1193 1193 MECANICA F 89.04 22 60.04 160.04
## 1194 1194 INFORMATICA M 84.77 21 79.69 179.69
## 1195 1195 QUIMICA F 85.97 21 61.23 161.23
## 1196 1196 QUIMICA M 92.91 23 79.80 179.80
## 1197 1197 TIC M 85.98 21 76.41 176.41
## 1198 1198 TIC M 85.60 21 82.80 182.80
## 1199 1199 SISTEMAS F 85.56 21 62.90 162.90
## 1200 1200 MECATRONICA M 88.95 22 81.52 181.52
## 1201 1201 ADMINISTRACION F 82.92 20 66.47 166.47
## 1202 1202 TIC M 89.33 22 78.75 178.75
## 1203 1203 INFORMATICA M 90.40 22 77.24 177.24
## 1204 1204 ELECTRONICA M 86.88 21 77.48 177.48
## 1205 1205 MECATRONICA F 86.12 21 56.87 156.87
## 1206 1206 QUIMICA F 86.11 21 59.23 159.23
## 1207 1207 MECANICA M 86.90 21 81.44 181.44
## 1208 1208 TIC M 90.60 22 74.57 174.57
## 1209 1209 SISTEMAS F 85.79 21 60.28 160.28
## 1210 1210 CIVIL M 87.31 21 72.46 172.46
## 1211 1211 ELECTRICA M 90.76 22 81.32 181.32
## 1212 1212 QUIMICA F 88.26 22 59.94 159.94
## 1213 1213 SISTEMAS F 80.95 20 60.68 160.68
## 1214 1214 INDUSTRIAL F 86.79 21 59.82 159.82
## 1215 1215 ARQUITECTURA M 90.11 22 76.69 176.69
## 1216 1216 MECATRONICA M 85.13 21 77.50 177.50
## 1217 1217 INDUSTRIAL F 84.69 21 56.73 156.73
## 1218 1218 ADMINISTRACION M 83.12 20 73.85 173.85
## 1219 1219 MECATRONICA M 85.37 21 81.40 181.40
## 1220 1220 QUIMICA F 83.58 20 60.01 160.01
## 1221 1221 CIVIL F 89.61 22 61.00 161.00
## 1222 1222 ARQUITECTURA M 89.70 22 86.39 186.39
## 1223 1223 QUIMICA M 93.33 23 79.68 179.68
## 1224 1224 ARQUITECTURA F 89.71 22 60.94 160.94
## 1225 1225 ELECTRICA M 87.31 21 79.12 179.12
## 1226 1226 INDUSTRIAL M 87.42 21 76.77 176.77
## 1227 1227 ELECTRICA F 88.22 22 55.98 155.98
## 1228 1228 MECANICA M 81.71 20 78.62 178.62
## 1229 1229 ARQUITECTURA F 86.16 21 57.71 157.71
## 1230 1230 MECANICA M 87.70 21 82.27 182.27
## 1231 1231 MECANICA M 89.00 22 82.02 182.02
## 1232 1232 ELECTRICA M 82.05 20 83.18 183.18
## 1233 1233 TIC F 87.50 21 58.78 158.78
## 1234 1234 INFORMATICA M 84.06 20 79.46 179.46
## 1235 1235 QUIMICA M 84.08 20 79.43 179.43
## 1236 1236 ELECTRICA F 82.81 20 65.50 165.50
## 1237 1237 SISTEMAS F 83.60 20 61.91 161.91
## 1238 1238 CIVIL F 78.31 19 62.85 162.85
## 1239 1239 MECANICA M 89.98 22 87.36 187.36
## 1240 1240 CIVIL F 85.58 21 66.36 166.36
## 1241 1241 ARQUITECTURA F 88.02 22 59.18 159.18
## 1242 1242 QUIMICA F 86.77 21 56.11 156.11
## 1243 1243 ELECTRONICA M 87.82 22 75.38 175.38
## 1244 1244 INDUSTRIAL F 85.75 21 60.22 160.22
## 1245 1245 ARQUITECTURA M 82.18 20 77.15 177.15
## 1246 1246 TIC F 78.63 19 60.78 160.78
## 1247 1247 SISTEMAS M 81.37 20 84.85 184.85
## 1248 1248 CIVIL M 85.54 21 86.84 186.84
## 1249 1249 BIOQUIMICA F 92.75 23 60.54 160.54
## 1250 1250 CIVIL M 86.47 21 83.78 183.78
## 1251 1251 INDUSTRIAL F 88.94 22 59.33 159.33
## 1252 1252 INFORMATICA M 86.58 21 77.92 177.92
## 1253 1253 ELECTRONICA F 86.88 21 57.60 157.60
## 1254 1254 MECANICA F 88.33 22 64.90 164.90
## 1255 1255 INDUSTRIAL F 90.23 22 60.49 160.49
## 1256 1256 MECATRONICA F 94.21 23 61.94 161.94
## 1257 1257 ELECTRONICA F 91.38 23 60.63 160.63
## 1258 1258 ARQUITECTURA M 81.82 20 78.47 178.47
## 1259 1259 CIVIL F 87.78 22 62.14 162.14
## 1260 1260 ELECTRICA F 86.45 21 64.96 164.96
## 1261 1261 MECANICA F 78.69 19 59.57 159.57
## 1262 1262 MECANICA M 86.17 21 77.21 177.21
## 1263 1263 MECATRONICA M 86.27 21 77.79 177.79
## 1264 1264 ELECTRONICA M 85.79 21 81.92 181.92
## 1265 1265 BIOQUIMICA F 87.07 21 59.99 159.99
## 1266 1266 TIC F 84.53 21 59.04 159.04
## 1267 1267 INFORMATICA M 86.04 21 79.99 179.99
## 1268 1268 TIC F 87.19 21 60.99 160.99
## 1269 1269 INFORMATICA F 87.63 21 60.78 160.78
## 1270 1270 MECANICA M 86.88 21 76.68 176.68
## 1271 1271 TIC M 90.90 22 73.96 173.96
## 1272 1272 INDUSTRIAL M 88.48 22 77.56 177.56
## 1273 1273 ELECTRICA F 87.66 21 59.27 159.27
## 1274 1274 SISTEMAS M 80.44 19 80.96 180.96
## 1275 1275 CIVIL F 84.95 21 57.58 157.58
## 1276 1276 ADMINISTRACION M 86.36 21 81.67 181.67
## 1277 1277 MECATRONICA F 86.43 21 59.35 159.35
## 1278 1278 ARQUITECTURA F 82.56 20 60.14 160.14
## 1279 1279 MECANICA M 87.03 21 81.75 181.75
## 1280 1280 MECANICA F 84.61 21 59.77 159.77
## 1281 1281 MECANICA F 86.32 21 56.49 156.49
## 1282 1282 BIOQUIMICA M 93.01 23 79.54 179.54
## 1283 1283 TIC F 82.63 20 56.75 156.75
## 1284 1284 TIC M 79.07 19 81.69 181.69
## 1285 1285 ARQUITECTURA F 86.54 21 63.64 163.64
## 1286 1286 ELECTRICA F 86.03 21 64.08 164.08
## 1287 1287 ARQUITECTURA F 78.37 19 61.52 161.52
## 1288 1288 INDUSTRIAL M 82.20 20 85.02 185.02
## 1289 1289 MECANICA M 84.16 20 80.34 180.34
## 1290 1290 BIOQUIMICA M 87.84 22 83.03 183.03
## 1291 1291 CIVIL F 89.08 22 59.88 159.88
## 1292 1292 ADMINISTRACION M 84.00 20 84.52 184.52
## 1293 1293 ELECTRONICA F 81.41 20 63.14 163.14
## 1294 1294 ELECTRONICA F 83.88 20 61.23 161.23
## 1295 1295 BIOQUIMICA F 85.32 21 63.67 163.67
## 1296 1296 TIC F 87.05 21 56.03 156.03
## 1297 1297 MECANICA M 88.95 22 84.75 184.75
## 1298 1298 ADMINISTRACION F 83.44 20 59.94 159.94
## 1299 1299 MECANICA F 84.11 20 59.84 159.84
## 1300 1300 MECATRONICA M 78.60 19 75.75 175.75
## 1301 1301 QUIMICA M 84.87 21 77.35 177.35
## 1302 1302 QUIMICA F 87.12 21 65.02 165.02
## 1303 1303 ELECTRICA F 86.84 21 59.65 159.65
## 1304 1304 MECATRONICA F 83.77 20 64.22 164.22
## 1305 1305 MECATRONICA M 87.94 22 85.67 185.67
## 1306 1306 ELECTRONICA M 95.34 24 80.92 180.92
## 1307 1307 MECATRONICA M 83.85 20 81.04 181.04
## 1308 1308 ELECTRICA F 80.89 20 57.05 157.05
## 1309 1309 ARQUITECTURA M 86.58 21 75.83 175.83
## 1310 1310 CIVIL M 88.99 22 86.09 186.09
## 1311 1311 INDUSTRIAL M 82.67 20 73.74 173.74
## 1312 1312 CIVIL M 89.58 22 79.30 179.30
## 1313 1313 QUIMICA F 84.26 20 56.94 156.94
## 1314 1314 ELECTRICA M 84.90 21 78.13 178.13
## 1315 1315 INFORMATICA M 86.80 21 81.94 181.94
## 1316 1316 INDUSTRIAL F 90.35 22 59.00 159.00
## 1317 1317 BIOQUIMICA M 82.73 20 85.28 185.28
## 1318 1318 ARQUITECTURA F 87.10 21 59.44 159.44
## 1319 1319 INDUSTRIAL F 85.31 21 62.71 162.71
## 1320 1320 ADMINISTRACION F 87.31 21 62.20 162.20
## 1321 1321 SISTEMAS M 91.44 23 77.75 177.75
## 1322 1322 TIC M 87.78 22 79.65 179.65
## 1323 1323 TIC F 86.34 21 60.36 160.36
## 1324 1324 ARQUITECTURA M 81.21 20 83.30 183.30
## 1325 1325 ELECTRICA M 91.71 23 86.18 186.18
## 1326 1326 ADMINISTRACION F 82.68 20 60.75 160.75
## 1327 1327 ADMINISTRACION F 93.56 23 61.37 161.37
## 1328 1328 ELECTRONICA F 81.75 20 61.61 161.61
## 1329 1329 ADMINISTRACION F 87.05 21 61.16 161.16
## 1330 1330 SISTEMAS M 77.07 18 85.92 185.92
## 1331 1331 BIOQUIMICA F 86.03 21 65.06 165.06
## 1332 1332 ELECTRONICA F 88.82 22 58.10 158.10
## 1333 1333 TIC F 87.17 21 59.94 159.94
## 1334 1334 ADMINISTRACION M 86.93 21 73.40 173.40
## 1335 1335 BIOQUIMICA F 89.87 22 60.09 160.09
## 1336 1336 BIOQUIMICA M 90.19 22 77.93 177.93
## 1337 1337 MECANICA M 86.73 21 83.93 183.93
## 1338 1338 MECANICA M 90.13 22 81.58 181.58
## 1339 1339 ELECTRICA F 85.16 21 61.07 161.07
## 1340 1340 TIC F 86.72 21 60.31 160.31
## 1341 1341 INDUSTRIAL M 88.38 22 86.77 186.77
## 1342 1342 SISTEMAS F 83.59 20 59.51 159.51
## 1343 1343 ELECTRONICA M 84.68 21 77.62 177.62
## 1344 1344 ELECTRONICA M 88.65 22 79.65 179.65
## 1345 1345 ADMINISTRACION M 85.83 21 81.35 181.35
## 1346 1346 TIC F 81.40 20 58.10 158.10
## 1347 1347 SISTEMAS F 80.92 20 57.10 157.10
## 1348 1348 ELECTRICA M 86.52 21 75.93 175.93
## 1349 1349 SISTEMAS F 88.11 22 60.38 160.38
## 1350 1350 ADMINISTRACION F 87.60 21 60.34 160.34
## 1351 1351 ELECTRONICA F 86.76 21 63.64 163.64
## 1352 1352 ADMINISTRACION F 82.72 20 59.80 159.80
## 1353 1353 MECANICA M 79.55 19 77.94 177.94
## 1354 1354 BIOQUIMICA F 89.13 22 60.81 160.81
## 1355 1355 MECATRONICA F 85.10 21 56.71 156.71
## 1356 1356 ELECTRONICA F 84.41 21 62.46 162.46
## 1357 1357 TIC F 78.02 19 61.00 161.00
## 1358 1358 QUIMICA F 85.40 21 62.90 162.90
## 1359 1359 CIVIL F 87.72 21 57.78 157.78
## 1360 1360 CIVIL F 82.67 20 60.41 160.41
## 1361 1361 INFORMATICA F 87.24 21 61.31 161.31
## 1362 1362 CIVIL M 86.87 21 77.61 177.61
## 1363 1363 CIVIL F 82.21 20 64.22 164.22
## 1364 1364 ARQUITECTURA F 78.69 19 61.70 161.70
## 1365 1365 MECANICA M 85.49 21 76.01 176.01
## 1366 1366 CIVIL M 85.79 21 80.52 180.52
## 1367 1367 ELECTRONICA M 85.89 21 84.07 184.07
## 1368 1368 ARQUITECTURA F 87.85 22 59.23 159.23
## 1369 1369 MECANICA F 84.59 21 58.44 158.44
## 1370 1370 BIOQUIMICA M 82.99 20 86.14 186.14
## 1371 1371 QUIMICA M 80.96 20 79.42 179.42
## 1372 1372 MECANICA M 81.31 20 79.67 179.67
## 1373 1373 INFORMATICA F 85.81 21 60.11 160.11
## 1374 1374 BIOQUIMICA M 78.87 19 76.82 176.82
## 1375 1375 QUIMICA M 88.98 22 79.79 179.79
## 1376 1376 QUIMICA M 83.62 20 80.04 180.04
## 1377 1377 MECANICA F 88.41 22 61.29 161.29
## 1378 1378 QUIMICA M 84.56 21 76.30 176.30
## 1379 1379 QUIMICA M 84.93 21 76.58 176.58
## 1380 1380 ELECTRICA M 86.82 21 87.53 187.53
## 1381 1381 ELECTRONICA M 84.55 21 71.23 171.23
## 1382 1382 INFORMATICA M 84.15 20 78.65 178.65
## 1383 1383 CIVIL F 87.82 22 59.96 159.96
## 1384 1384 ELECTRICA M 82.65 20 84.31 184.31
## 1385 1385 INFORMATICA M 81.73 20 77.35 177.35
## 1386 1386 ELECTRONICA M 79.94 19 76.73 176.73
## 1387 1387 CIVIL F 87.86 22 57.90 157.90
## 1388 1388 ARQUITECTURA M 89.06 22 81.69 181.69
## 1389 1389 ELECTRICA F 87.13 21 60.43 160.43
## 1390 1390 CIVIL M 84.16 20 73.33 173.33
## 1391 1391 INFORMATICA M 84.39 21 78.64 178.64
## 1392 1392 ARQUITECTURA M 86.02 21 74.44 174.44
## 1393 1393 INFORMATICA M 88.66 22 83.68 183.68
## 1394 1394 INDUSTRIAL M 84.07 20 82.02 182.02
## 1395 1395 TIC M 85.61 21 80.80 180.80
## 1396 1396 INDUSTRIAL M 81.84 20 79.98 179.98
## 1397 1397 BIOQUIMICA F 86.80 21 62.36 162.36
## 1398 1398 TIC F 85.38 21 61.93 161.93
## 1399 1399 INFORMATICA M 89.15 22 78.42 178.42
## 1400 1400 BIOQUIMICA M 87.58 21 79.51 179.51
## 1401 1401 ELECTRICA F 82.18 20 60.09 160.09
## 1402 1402 MECATRONICA M 87.50 21 79.39 179.39
## 1403 1403 QUIMICA F 90.18 22 61.45 161.45
## 1404 1404 INFORMATICA M 82.46 20 89.70 189.70
## 1405 1405 ELECTRICA M 92.30 23 79.10 179.10
## 1406 1406 ADMINISTRACION M 84.59 21 81.40 181.40
## 1407 1407 TIC F 90.59 22 60.98 160.98
## 1408 1408 QUIMICA M 89.50 22 76.90 176.90
## 1409 1409 QUIMICA F 87.58 21 59.82 159.82
## 1410 1410 QUIMICA M 81.41 20 78.91 178.91
## 1411 1411 ELECTRONICA M 85.23 21 79.88 179.88
## 1412 1412 SISTEMAS F 91.70 23 61.10 161.10
## 1413 1413 ARQUITECTURA M 86.63 21 84.99 184.99
## 1414 1414 TIC F 87.76 22 60.87 160.87
## 1415 1415 QUIMICA M 79.28 19 85.52 185.52
## 1416 1416 SISTEMAS M 91.54 23 81.51 181.51
## 1417 1417 CIVIL F 79.85 19 58.93 158.93
## 1418 1418 ELECTRICA M 86.12 21 77.13 177.13
## 1419 1419 ELECTRONICA M 78.16 19 88.27 188.27
## 1420 1420 CIVIL M 83.22 20 78.54 178.54
## 1421 1421 ARQUITECTURA M 87.68 21 86.02 186.02
## 1422 1422 ADMINISTRACION F 91.19 22 56.92 156.92
## 1423 1423 BIOQUIMICA M 87.29 21 81.33 181.33
## 1424 1424 INFORMATICA F 84.77 21 57.16 157.16
## 1425 1425 INDUSTRIAL M 91.17 22 78.97 178.97
## 1426 1426 TIC M 89.22 22 81.67 181.67
## 1427 1427 TIC M 90.91 22 81.33 181.33
## 1428 1428 ARQUITECTURA F 88.80 22 56.96 156.96
## 1429 1429 CIVIL M 79.03 19 75.31 175.31
## 1430 1430 SISTEMAS F 83.95 20 58.63 158.63
## 1431 1431 BIOQUIMICA F 84.30 21 61.33 161.33
## 1432 1432 BIOQUIMICA F 83.93 20 62.82 162.82
## 1433 1433 ARQUITECTURA F 87.10 21 59.98 159.98
## 1434 1434 ELECTRONICA M 85.83 21 78.45 178.45
## 1435 1435 INDUSTRIAL F 85.32 21 59.41 159.41
## 1436 1436 INFORMATICA M 81.40 20 78.51 178.51
## 1437 1437 MECANICA F 88.00 22 61.43 161.43
## 1438 1438 INFORMATICA F 86.51 21 58.98 158.98
## 1439 1439 INDUSTRIAL F 79.97 19 64.23 164.23
## 1440 1440 ARQUITECTURA M 83.65 20 73.18 173.18
## 1441 1441 TIC M 89.98 22 78.98 178.98
## 1442 1442 INDUSTRIAL M 85.01 21 79.82 179.82
## 1443 1443 MECANICA M 86.74 21 77.73 177.73
## 1444 1444 TIC M 80.13 19 77.06 177.06
## 1445 1445 MECANICA M 91.89 23 75.56 175.56
## 1446 1446 ADMINISTRACION M 83.71 20 80.94 180.94
## 1447 1447 SISTEMAS F 80.18 19 59.24 159.24
## 1448 1448 QUIMICA M 81.55 20 78.16 178.16
## 1449 1449 ADMINISTRACION M 90.40 22 83.26 183.26
## 1450 1450 MECATRONICA M 83.36 20 76.94 176.94
## 1451 1451 ELECTRONICA F 94.80 24 62.63 162.63
## 1452 1452 BIOQUIMICA M 92.21 23 75.81 175.81
## 1453 1453 ARQUITECTURA M 80.81 20 85.73 185.73
## 1454 1454 INDUSTRIAL F 87.16 21 58.76 158.76
## 1455 1455 MECANICA F 89.06 22 61.66 161.66
## 1456 1456 QUIMICA F 86.08 21 57.15 157.15
## 1457 1457 QUIMICA F 89.83 22 59.38 159.38
## 1458 1458 ARQUITECTURA M 88.31 22 82.49 182.49
## 1459 1459 BIOQUIMICA M 92.88 23 74.21 174.21
## 1460 1460 MECANICA F 83.31 20 59.25 159.25
## 1461 1461 MECANICA F 90.62 22 60.08 160.08
## 1462 1462 QUIMICA M 87.71 21 81.36 181.36
## 1463 1463 MECATRONICA F 83.88 20 58.75 158.75
## 1464 1464 BIOQUIMICA F 90.41 22 63.23 163.23
## 1465 1465 ADMINISTRACION F 89.13 22 63.31 163.31
## 1466 1466 ADMINISTRACION F 84.50 21 60.06 160.06
## 1467 1467 ADMINISTRACION F 87.07 21 61.29 161.29
## 1468 1468 ADMINISTRACION M 84.66 21 77.15 177.15
## 1469 1469 BIOQUIMICA F 84.17 20 64.21 164.21
## 1470 1470 ARQUITECTURA F 86.31 21 59.33 159.33
## 1471 1471 INDUSTRIAL M 89.77 22 76.73 176.73
## 1472 1472 INFORMATICA F 85.69 21 58.00 158.00
## 1473 1473 INFORMATICA M 83.38 20 76.22 176.22
## 1474 1474 INDUSTRIAL F 90.71 22 59.67 159.67
## 1475 1475 ARQUITECTURA M 83.01 20 76.94 176.94
## 1476 1476 TIC M 83.96 20 79.92 179.92
## 1477 1477 INFORMATICA M 83.94 20 84.40 184.40
## 1478 1478 ADMINISTRACION M 87.82 22 80.42 180.42
## 1479 1479 INDUSTRIAL M 90.42 22 78.49 178.49
## 1480 1480 ELECTRICA M 88.55 22 80.84 180.84
## 1481 1481 SISTEMAS F 87.56 21 61.77 161.77
## 1482 1482 ELECTRICA M 81.56 20 80.84 180.84
## 1483 1483 MECANICA M 84.44 21 78.33 178.33
## 1484 1484 ELECTRICA F 87.54 21 60.42 160.42
## 1485 1485 MECANICA F 83.85 20 58.47 158.47
## 1486 1486 ADMINISTRACION M 87.95 22 77.82 177.82
## 1487 1487 QUIMICA F 88.05 22 59.95 159.95
## 1488 1488 ARQUITECTURA M 87.00 21 76.64 176.64
## 1489 1489 TIC M 81.61 20 74.95 174.95
## 1490 1490 SISTEMAS M 82.42 20 83.59 183.59
## 1491 1491 MECANICA M 81.66 20 82.64 182.64
## 1492 1492 MECATRONICA M 89.15 22 79.20 179.20
## 1493 1493 SISTEMAS M 92.45 23 80.28 180.28
## 1494 1494 INDUSTRIAL M 93.88 23 85.89 185.89
## 1495 1495 ELECTRONICA F 86.37 21 60.66 160.66
## 1496 1496 TIC M 88.39 22 77.32 177.32
## 1497 1497 ADMINISTRACION M 85.77 21 81.26 181.26
## 1498 1498 INDUSTRIAL M 94.03 23 85.50 185.50
## 1499 1499 INFORMATICA M 85.23 21 79.56 179.56
## 1500 1500 MECANICA M 86.05 21 78.70 178.70
## 1501 1501 ARQUITECTURA F 88.24 22 64.39 164.39
## 1502 1502 ELECTRONICA F 84.08 20 60.49 160.49
## 1503 1503 BIOQUIMICA F 88.36 22 63.66 163.66
## 1504 1504 TIC F 86.44 21 58.29 158.29
## 1505 1505 ELECTRONICA M 87.13 21 81.11 181.11
## 1506 1506 ADMINISTRACION M 84.67 21 80.30 180.30
## 1507 1507 INDUSTRIAL M 91.81 23 76.20 176.20
## 1508 1508 BIOQUIMICA F 86.22 21 55.96 155.96
## 1509 1509 CIVIL F 86.24 21 56.40 156.40
## 1510 1510 ADMINISTRACION M 91.20 23 82.69 182.69
## 1511 1511 MECANICA F 88.40 22 60.86 160.86
## 1512 1512 CIVIL M 92.03 23 81.37 181.37
## 1513 1513 TIC M 95.06 24 79.21 179.21
## 1514 1514 SISTEMAS F 86.10 21 56.81 156.81
## 1515 1515 TIC M 84.09 20 80.35 180.35
## 1516 1516 MECANICA M 90.05 22 82.98 182.98
## 1517 1517 CIVIL F 86.56 21 57.71 157.71
## 1518 1518 ARQUITECTURA M 85.32 21 79.86 179.86
## 1519 1519 INFORMATICA F 85.36 21 59.95 159.95
## 1520 1520 MECANICA M 87.94 22 79.18 179.18
## 1521 1521 SISTEMAS M 89.29 22 81.51 181.51
## 1522 1522 BIOQUIMICA F 83.33 20 66.78 166.78
## 1523 1523 INFORMATICA M 87.63 21 77.91 177.91
## 1524 1524 CIVIL F 84.04 20 60.23 160.23
## 1525 1525 INFORMATICA F 84.86 21 58.10 158.10
## 1526 1526 ADMINISTRACION M 84.00 20 82.09 182.09
## 1527 1527 ARQUITECTURA M 91.04 22 81.21 181.21
## 1528 1528 QUIMICA M 84.86 21 76.73 176.73
## 1529 1529 SISTEMAS F 81.73 20 60.79 160.79
## 1530 1530 MECANICA F 85.31 21 63.11 163.11
## 1531 1531 MECANICA F 83.93 20 59.00 159.00
## 1532 1532 ADMINISTRACION M 88.57 22 77.92 177.92
## 1533 1533 ELECTRONICA F 89.07 22 60.03 160.03
## 1534 1534 TIC M 85.13 21 78.95 178.95
## 1535 1535 MECANICA M 89.93 22 73.86 173.86
## 1536 1536 ELECTRICA M 84.84 21 80.41 180.41
## 1537 1537 CIVIL F 86.30 21 60.43 160.43
## 1538 1538 MECATRONICA F 90.19 22 59.35 159.35
## 1539 1539 INFORMATICA M 89.07 22 80.54 180.54
## 1540 1540 ADMINISTRACION F 84.57 21 59.09 159.09
## 1541 1541 INDUSTRIAL F 87.60 21 59.38 159.38
## 1542 1542 MECANICA F 80.89 20 62.93 162.93
## 1543 1543 SISTEMAS F 81.97 20 59.67 159.67
## 1544 1544 CIVIL F 93.21 23 59.39 159.39
## 1545 1545 INFORMATICA F 87.79 22 57.77 157.77
## 1546 1546 TIC F 87.14 21 58.61 158.61
## 1547 1547 BIOQUIMICA M 87.48 21 74.50 174.50
## 1548 1548 MECATRONICA F 86.38 21 54.78 154.78
## 1549 1549 BIOQUIMICA M 97.05 24 80.12 180.12
## 1550 1550 BIOQUIMICA M 84.33 21 85.22 185.22
## 1551 1551 ADMINISTRACION M 81.99 20 82.10 182.10
## 1552 1552 SISTEMAS F 87.05 21 55.26 155.26
## 1553 1553 ELECTRONICA F 85.29 21 61.73 161.73
## 1554 1554 ARQUITECTURA F 80.67 19 60.19 160.19
## 1555 1555 ELECTRONICA F 82.83 20 59.60 159.60
## 1556 1556 CIVIL M 89.01 22 77.52 177.52
## 1557 1557 SISTEMAS M 91.63 23 74.56 174.56
## 1558 1558 ADMINISTRACION M 86.65 21 79.62 179.62
## 1559 1559 INFORMATICA F 85.61 21 58.58 158.58
## 1560 1560 ELECTRICA M 85.92 21 82.69 182.69
## 1561 1561 QUIMICA M 81.99 20 80.78 180.78
## 1562 1562 CIVIL F 82.42 20 62.80 162.80
## 1563 1563 ELECTRICA F 85.60 21 58.93 158.93
## 1564 1564 ELECTRONICA F 86.23 21 59.89 159.89
## 1565 1565 MECANICA M 86.39 21 81.20 181.20
## 1566 1566 INDUSTRIAL M 86.82 21 80.25 180.25
## 1567 1567 CIVIL M 85.08 21 81.40 181.40
## 1568 1568 QUIMICA M 83.19 20 83.44 183.44
## 1569 1569 ELECTRICA M 84.25 20 84.76 184.76
## 1570 1570 ARQUITECTURA M 82.58 20 80.29 180.29
## 1571 1571 ELECTRICA F 85.47 21 61.06 161.06
## 1572 1572 ARQUITECTURA F 89.80 22 56.37 156.37
## 1573 1573 INDUSTRIAL F 83.60 20 60.18 160.18
## 1574 1574 QUIMICA F 87.74 22 61.73 161.73
## 1575 1575 ARQUITECTURA M 97.62 24 77.25 177.25
## 1576 1576 INDUSTRIAL F 85.06 21 60.20 160.20
## 1577 1577 SISTEMAS M 87.70 21 78.66 178.66
## 1578 1578 MECANICA F 90.03 22 59.56 159.56
## 1579 1579 ELECTRONICA M 86.90 21 79.35 179.35
## 1580 1580 ADMINISTRACION F 87.58 21 63.18 163.18
## 1581 1581 BIOQUIMICA M 89.45 22 84.07 184.07
## 1582 1582 MECANICA F 85.46 21 57.35 157.35
## 1583 1583 MECATRONICA M 86.47 21 84.26 184.26
## 1584 1584 INFORMATICA M 84.22 20 79.51 179.51
## 1585 1585 MECANICA F 83.95 20 56.60 156.60
## 1586 1586 ELECTRONICA M 85.08 21 79.94 179.94
## 1587 1587 QUIMICA F 92.98 23 59.86 159.86
## 1588 1588 ELECTRICA F 86.68 21 57.29 157.29
## 1589 1589 SISTEMAS F 85.93 21 55.30 155.30
## 1590 1590 ELECTRONICA F 86.14 21 60.39 160.39
## 1591 1591 QUIMICA M 83.42 20 79.93 179.93
## 1592 1592 CIVIL M 87.32 21 83.35 183.35
## 1593 1593 MECANICA F 92.80 23 62.29 162.29
## 1594 1594 MECATRONICA M 89.12 22 79.81 179.81
## 1595 1595 INDUSTRIAL F 88.76 22 60.86 160.86
## 1596 1596 QUIMICA M 90.40 22 79.98 179.98
## 1597 1597 ELECTRONICA M 86.81 21 77.78 177.78
## 1598 1598 MECANICA M 85.09 21 74.91 174.91
## 1599 1599 ELECTRONICA F 84.78 21 61.80 161.80
## 1600 1600 TIC M 84.62 21 83.57 183.57
## 1601 1601 ELECTRICA M 90.73 22 79.30 179.30
## 1602 1602 INFORMATICA M 87.58 21 77.29 177.29
## 1603 1603 BIOQUIMICA F 93.62 23 61.26 161.26
## 1604 1604 ADMINISTRACION M 83.64 20 83.16 183.16
## 1605 1605 TIC F 82.76 20 57.57 157.57
## 1606 1606 ELECTRONICA F 89.34 22 58.86 158.86
## 1607 1607 MECANICA F 89.41 22 59.62 159.62
## 1608 1608 CIVIL M 88.44 22 83.39 183.39
## 1609 1609 MECANICA F 88.45 22 61.65 161.65
## 1610 1610 BIOQUIMICA F 84.08 20 61.20 161.20
## 1611 1611 MECATRONICA M 82.38 20 81.42 181.42
## 1612 1612 ARQUITECTURA M 84.22 20 78.15 178.15
## 1613 1613 MECANICA F 86.87 21 61.84 161.84
## 1614 1614 CIVIL F 92.43 23 61.28 161.28
## 1615 1615 MECANICA M 86.30 21 81.98 181.98
## 1616 1616 INFORMATICA F 85.37 21 62.31 162.31
## 1617 1617 INFORMATICA F 86.09 21 58.28 158.28
## 1618 1618 SISTEMAS M 86.95 21 80.10 180.10
## 1619 1619 CIVIL M 86.55 21 79.05 179.05
## 1620 1620 INDUSTRIAL F 78.00 19 61.23 161.23
## 1621 1621 SISTEMAS F 91.03 22 61.28 161.28
## 1622 1622 CIVIL F 81.53 20 62.10 162.10
## 1623 1623 INDUSTRIAL F 86.88 21 61.68 161.68
## 1624 1624 ELECTRONICA M 89.07 22 75.92 175.92
## 1625 1625 MECANICA M 88.06 22 80.00 180.00
## 1626 1626 TIC F 88.16 22 59.79 159.79
## 1627 1627 INDUSTRIAL M 88.82 22 82.56 182.56
## 1628 1628 SISTEMAS M 89.41 22 80.07 180.07
## 1629 1629 INDUSTRIAL M 83.46 20 75.65 175.65
## 1630 1630 INFORMATICA F 89.96 22 62.61 162.61
## 1631 1631 ARQUITECTURA M 87.90 22 81.35 181.35
## 1632 1632 MECATRONICA M 81.48 20 77.74 177.74
## 1633 1633 TIC F 78.69 19 59.07 159.07
## 1634 1634 SISTEMAS M 91.07 22 78.64 178.64
## 1635 1635 MECATRONICA F 85.41 21 61.18 161.18
## 1636 1636 ADMINISTRACION F 79.61 19 59.35 159.35
## 1637 1637 MECATRONICA F 87.57 21 62.39 162.39
## 1638 1638 SISTEMAS M 84.95 21 82.09 182.09
## 1639 1639 BIOQUIMICA F 89.41 22 60.29 160.29
## 1640 1640 MECATRONICA M 88.30 22 76.37 176.37
## 1641 1641 SISTEMAS F 84.67 21 58.17 158.17
## 1642 1642 BIOQUIMICA F 88.45 22 59.93 159.93
## 1643 1643 ELECTRONICA M 87.47 21 82.83 182.83
## 1644 1644 BIOQUIMICA F 89.54 22 60.84 160.84
## 1645 1645 ADMINISTRACION M 90.35 22 82.10 182.10
## 1646 1646 SISTEMAS F 84.53 21 57.91 157.91
## 1647 1647 SISTEMAS F 91.13 22 58.99 158.99
## 1648 1648 MECATRONICA F 83.16 20 60.94 160.94
## 1649 1649 ELECTRONICA M 89.17 22 78.56 178.56
## 1650 1650 TIC M 93.07 23 84.71 184.71
## 1651 1651 ELECTRICA F 87.48 21 58.58 158.58
## 1652 1652 MECATRONICA F 91.08 22 61.16 161.16
## 1653 1653 INFORMATICA F 85.80 21 54.49 154.49
## 1654 1654 TIC M 83.26 20 79.85 179.85
## 1655 1655 SISTEMAS F 86.42 21 60.70 160.70
## 1656 1656 ADMINISTRACION M 88.26 22 79.33 179.33
## 1657 1657 QUIMICA F 82.98 20 58.38 158.38
## 1658 1658 MECATRONICA F 87.86 22 63.72 163.72
## 1659 1659 MECANICA F 85.01 21 60.92 160.92
## 1660 1660 INDUSTRIAL F 85.98 21 58.49 158.49
## 1661 1661 QUIMICA F 84.84 21 58.82 158.82
## 1662 1662 QUIMICA M 84.14 20 80.18 180.18
## 1663 1663 CIVIL F 83.79 20 59.25 159.25
## 1664 1664 MECATRONICA M 83.73 20 78.21 178.21
## 1665 1665 BIOQUIMICA F 96.10 24 57.13 157.13
## 1666 1666 QUIMICA F 87.05 21 59.92 159.92
## 1667 1667 ADMINISTRACION M 89.47 22 77.49 177.49
## 1668 1668 MECATRONICA M 83.47 20 80.38 180.38
## 1669 1669 ELECTRICA M 87.33 21 84.96 184.96
## 1670 1670 SISTEMAS M 89.73 22 84.35 184.35
## 1671 1671 MECATRONICA M 90.65 22 86.93 186.93
## 1672 1672 CIVIL M 87.09 21 80.21 180.21
## 1673 1673 TIC F 85.09 21 56.09 156.09
## 1674 1674 ELECTRICA M 88.47 22 77.69 177.69
## 1675 1675 ELECTRONICA M 87.14 21 81.47 181.47
## 1676 1676 ADMINISTRACION M 89.31 22 77.31 177.31
## 1677 1677 MECANICA M 85.43 21 80.64 180.64
## 1678 1678 INFORMATICA M 89.53 22 80.33 180.33
## 1679 1679 TIC F 84.64 21 64.16 164.16
## 1680 1680 MECATRONICA M 95.04 24 80.53 180.53
## 1681 1681 SISTEMAS M 90.01 22 79.19 179.19
## 1682 1682 TIC F 86.83 21 64.56 164.56
## 1683 1683 TIC M 81.52 20 84.84 184.84
## 1684 1684 ELECTRONICA M 82.78 20 82.21 182.21
## 1685 1685 ADMINISTRACION F 83.66 20 62.68 162.68
## 1686 1686 MECATRONICA F 83.14 20 56.04 156.04
## 1687 1687 ADMINISTRACION F 89.86 22 54.88 154.88
## 1688 1688 BIOQUIMICA M 85.81 21 77.28 177.28
## 1689 1689 ARQUITECTURA F 89.25 22 56.04 156.04
## 1690 1690 INFORMATICA M 86.38 21 79.12 179.12
## 1691 1691 ADMINISTRACION F 83.06 20 59.71 159.71
## 1692 1692 TIC F 91.64 23 57.93 157.93
## 1693 1693 BIOQUIMICA M 86.99 21 82.24 182.24
## 1694 1694 CIVIL M 87.94 22 81.73 181.73
## 1695 1695 SISTEMAS M 86.59 21 77.24 177.24
## 1696 1696 QUIMICA F 83.48 20 59.67 159.67
## 1697 1697 INFORMATICA F 90.18 22 57.67 157.67
## 1698 1698 SISTEMAS M 85.63 21 77.01 177.01
## 1699 1699 MECATRONICA F 82.58 20 60.17 160.17
## 1700 1700 ELECTRONICA M 82.80 20 86.20 186.20
## 1701 1701 ADMINISTRACION M 82.18 20 78.96 178.96
## 1702 1702 ADMINISTRACION F 88.28 22 62.45 162.45
## 1703 1703 BIOQUIMICA F 88.00 22 56.15 156.15
## 1704 1704 MECATRONICA M 84.05 20 83.98 183.98
## 1705 1705 ADMINISTRACION M 89.42 22 79.79 179.79
## 1706 1706 ADMINISTRACION F 90.80 22 59.15 159.15
## 1707 1707 TIC F 93.62 23 60.59 160.59
## 1708 1708 MECANICA M 93.89 23 90.10 190.10
## 1709 1709 ARQUITECTURA M 88.71 22 79.72 179.72
## 1710 1710 INDUSTRIAL M 82.63 20 84.59 184.59
## 1711 1711 CIVIL M 88.02 22 79.66 179.66
## 1712 1712 ELECTRONICA M 86.81 21 78.88 178.88
## 1713 1713 ELECTRICA F 87.14 21 60.04 160.04
## 1714 1714 ADMINISTRACION F 84.13 20 59.96 159.96
## 1715 1715 SISTEMAS M 87.81 22 83.86 183.86
## 1716 1716 QUIMICA F 87.74 22 62.56 162.56
## 1717 1717 ADMINISTRACION M 86.12 21 81.50 181.50
## 1718 1718 TIC F 84.81 21 59.56 159.56
## 1719 1719 SISTEMAS F 85.44 21 59.68 159.68
## 1720 1720 MECANICA F 87.98 22 66.93 166.93
## 1721 1721 ELECTRONICA F 82.85 20 59.33 159.33
## 1722 1722 ELECTRONICA M 86.32 21 82.08 182.08
## 1723 1723 CIVIL M 89.10 22 74.90 174.90
## 1724 1724 INFORMATICA M 88.77 22 82.51 182.51
## 1725 1725 INDUSTRIAL F 82.00 20 65.31 165.31
## 1726 1726 MECANICA F 87.42 21 60.83 160.83
## 1727 1727 ELECTRONICA M 88.61 22 80.20 180.20
## 1728 1728 BIOQUIMICA F 87.73 21 62.41 162.41
## 1729 1729 CIVIL F 79.93 19 60.58 160.58
## 1730 1730 INDUSTRIAL M 81.61 20 88.87 188.87
## 1731 1731 TIC F 87.22 21 59.67 159.67
## 1732 1732 ELECTRONICA F 88.76 22 58.04 158.04
## 1733 1733 INFORMATICA M 82.75 20 81.43 181.43
## 1734 1734 ARQUITECTURA M 85.92 21 83.62 183.62
## 1735 1735 MECANICA F 91.79 23 58.09 158.09
## 1736 1736 ADMINISTRACION M 82.64 20 85.77 185.77
## 1737 1737 ELECTRICA F 82.30 20 59.43 159.43
## 1738 1738 INFORMATICA F 84.45 21 58.63 158.63
## 1739 1739 SISTEMAS M 80.24 19 84.57 184.57
## 1740 1740 BIOQUIMICA F 85.86 21 58.02 158.02
## 1741 1741 TIC M 91.22 23 77.32 177.32
## 1742 1742 CIVIL M 85.60 21 82.01 182.01
## 1743 1743 MECATRONICA F 88.86 22 61.13 161.13
## 1744 1744 MECATRONICA M 84.81 21 82.32 182.32
## 1745 1745 TIC M 87.68 21 81.64 181.64
## 1746 1746 CIVIL F 85.03 21 59.67 159.67
## 1747 1747 QUIMICA F 92.61 23 59.35 159.35
## 1748 1748 TIC F 79.96 19 60.75 160.75
## 1749 1749 QUIMICA M 81.95 20 75.96 175.96
## 1750 1750 SISTEMAS M 85.04 21 74.52 174.52
## 1751 1751 CIVIL F 89.06 22 55.61 155.61
## 1752 1752 MECATRONICA M 86.97 21 79.14 179.14
## 1753 1753 INFORMATICA M 84.51 21 82.35 182.35
## 1754 1754 CIVIL M 80.33 19 82.20 182.20
## 1755 1755 CIVIL M 87.08 21 76.32 176.32
## 1756 1756 INDUSTRIAL M 88.57 22 79.93 179.93
## 1757 1757 TIC F 84.25 20 59.43 159.43
## 1758 1758 TIC M 81.00 20 84.29 184.29
## 1759 1759 INFORMATICA F 91.14 22 60.17 160.17
## 1760 1760 MECANICA M 87.15 21 80.67 180.67
## 1761 1761 SISTEMAS F 91.43 23 56.16 156.16
## 1762 1762 ELECTRICA M 80.82 20 87.68 187.68
## 1763 1763 MECATRONICA M 85.03 21 83.80 183.80
## 1764 1764 ADMINISTRACION F 85.27 21 55.69 155.69
## 1765 1765 TIC M 84.77 21 75.03 175.03
## 1766 1766 TIC M 88.91 22 78.76 178.76
## 1767 1767 ELECTRONICA F 85.51 21 61.63 161.63
## 1768 1768 INFORMATICA M 82.48 20 81.21 181.21
## 1769 1769 TIC F 79.26 19 61.70 161.70
## 1770 1770 INFORMATICA F 85.67 21 59.70 159.70
## 1771 1771 SISTEMAS M 85.57 21 78.64 178.64
## 1772 1772 TIC M 90.25 22 79.07 179.07
## 1773 1773 SISTEMAS F 92.04 23 61.22 161.22
## 1774 1774 MECATRONICA F 85.47 21 54.90 154.90
## 1775 1775 INDUSTRIAL F 94.24 23 61.12 161.12
## 1776 1776 SISTEMAS M 83.70 20 80.42 180.42
## 1777 1777 MECATRONICA M 88.29 22 80.04 180.04
## 1778 1778 MECANICA M 83.58 20 82.19 182.19
## 1779 1779 ADMINISTRACION F 92.76 23 61.17 161.17
## 1780 1780 MECATRONICA M 85.14 21 79.72 179.72
## 1781 1781 CIVIL M 79.04 19 82.44 182.44
## 1782 1782 TIC M 86.87 21 82.78 182.78
## 1783 1783 INFORMATICA M 93.62 23 81.80 181.80
## 1784 1784 CIVIL M 88.74 22 76.96 176.96
## 1785 1785 ELECTRONICA M 84.57 21 81.26 181.26
## 1786 1786 CIVIL M 84.33 21 78.53 178.53
## 1787 1787 MECANICA M 88.02 22 84.51 184.51
## 1788 1788 SISTEMAS M 85.21 21 79.99 179.99
## 1789 1789 QUIMICA F 87.15 21 55.82 155.82
## 1790 1790 ARQUITECTURA F 87.89 22 62.76 162.76
## 1791 1791 TIC M 87.97 22 82.34 182.34
## 1792 1792 CIVIL F 86.25 21 57.76 157.76
## 1793 1793 MECATRONICA F 82.45 20 62.35 162.35
## 1794 1794 ARQUITECTURA F 88.64 22 57.76 157.76
## 1795 1795 MECANICA F 84.21 20 61.86 161.86
## 1796 1796 ELECTRICA F 84.38 21 57.77 157.77
## 1797 1797 INDUSTRIAL M 83.67 20 78.23 178.23
## 1798 1798 ELECTRONICA M 76.83 18 90.35 190.35
## 1799 1799 INDUSTRIAL M 85.24 21 86.59 186.59
## 1800 1800 SISTEMAS M 89.90 22 81.14 181.14
## 1801 1801 MECANICA F 87.73 21 62.95 162.95
## 1802 1802 INDUSTRIAL F 89.13 22 59.51 159.51
## 1803 1803 TIC M 84.55 21 83.46 183.46
## 1804 1804 MECATRONICA M 91.11 22 78.89 178.89
## 1805 1805 ELECTRONICA M 79.03 19 78.80 178.80
## 1806 1806 MECATRONICA F 91.75 23 59.82 159.82
## 1807 1807 BIOQUIMICA F 86.54 21 59.02 159.02
## 1808 1808 SISTEMAS F 85.42 21 63.25 163.25
## 1809 1809 TIC M 90.13 22 73.99 173.99
## 1810 1810 MECATRONICA F 87.75 22 61.87 161.87
## 1811 1811 MECANICA M 81.26 20 82.88 182.88
## 1812 1812 ADMINISTRACION M 83.58 20 78.18 178.18
## 1813 1813 CIVIL M 81.92 20 78.83 178.83
## 1814 1814 QUIMICA M 84.90 21 79.15 179.15
## 1815 1815 TIC M 86.02 21 82.46 182.46
## 1816 1816 INFORMATICA M 87.18 21 78.93 178.93
## 1817 1817 ARQUITECTURA F 84.35 21 60.88 160.88
## 1818 1818 TIC M 89.78 22 78.20 178.20
## 1819 1819 CIVIL M 83.66 20 80.97 180.97
## 1820 1820 ADMINISTRACION F 85.84 21 61.07 161.07
## 1821 1821 MECATRONICA M 94.88 24 84.16 184.16
## 1822 1822 MECANICA M 86.41 21 76.51 176.51
## 1823 1823 ELECTRONICA F 84.50 21 63.36 163.36
## 1824 1824 BIOQUIMICA M 81.71 20 81.21 181.21
## 1825 1825 INFORMATICA M 89.45 22 82.99 182.99
## 1826 1826 MECANICA F 86.41 21 62.06 162.06
## 1827 1827 ADMINISTRACION F 86.19 21 60.56 160.56
## 1828 1828 TIC F 84.46 21 60.52 160.52
## 1829 1829 BIOQUIMICA M 84.90 21 74.78 174.78
## 1830 1830 INDUSTRIAL F 83.99 20 61.53 161.53
## 1831 1831 ELECTRONICA M 81.24 20 79.92 179.92
## 1832 1832 ADMINISTRACION M 82.87 20 85.28 185.28
## 1833 1833 ARQUITECTURA F 84.11 20 62.90 162.90
## 1834 1834 QUIMICA M 85.68 21 74.78 174.78
## 1835 1835 MECANICA F 87.64 21 56.88 156.88
## 1836 1836 QUIMICA F 85.82 21 59.87 159.87
## 1837 1837 CIVIL F 84.23 20 58.18 158.18
## 1838 1838 ELECTRICA M 82.74 20 82.87 182.87
## 1839 1839 ELECTRICA M 87.60 21 81.60 181.60
## 1840 1840 ADMINISTRACION F 85.06 21 60.41 160.41
## 1841 1841 MECANICA F 86.47 21 61.62 161.62
## 1842 1842 SISTEMAS M 87.66 21 84.40 184.40
## 1843 1843 INFORMATICA F 91.09 22 62.86 162.86
## 1844 1844 TIC F 83.26 20 60.47 160.47
## 1845 1845 ELECTRONICA F 80.91 20 60.39 160.39
## 1846 1846 INFORMATICA M 87.42 21 81.23 181.23
## 1847 1847 INDUSTRIAL F 89.46 22 57.25 157.25
## 1848 1848 SISTEMAS M 84.92 21 81.66 181.66
## 1849 1849 ELECTRONICA M 84.25 20 80.95 180.95
## 1850 1850 ELECTRICA F 89.09 22 59.87 159.87
## 1851 1851 ELECTRICA M 85.22 21 78.67 178.67
## 1852 1852 ADMINISTRACION F 93.43 23 64.62 164.62
## 1853 1853 INDUSTRIAL F 87.92 22 61.86 161.86
## 1854 1854 MECATRONICA M 91.46 23 80.49 180.49
## 1855 1855 MECATRONICA M 88.37 22 83.11 183.11
## 1856 1856 QUIMICA M 84.52 21 78.24 178.24
## 1857 1857 TIC F 88.34 22 61.16 161.16
## 1858 1858 QUIMICA F 84.89 21 64.65 164.65
## 1859 1859 QUIMICA F 85.39 21 57.40 157.40
## 1860 1860 QUIMICA F 84.53 21 61.76 161.76
## 1861 1861 CIVIL M 86.65 21 76.64 176.64
## 1862 1862 CIVIL M 86.34 21 78.67 178.67
## 1863 1863 TIC M 83.31 20 82.23 182.23
## 1864 1864 BIOQUIMICA M 88.58 22 80.14 180.14
## 1865 1865 ARQUITECTURA M 85.33 21 74.78 174.78
## 1866 1866 ARQUITECTURA F 81.50 20 60.57 160.57
## 1867 1867 ARQUITECTURA F 83.48 20 59.99 159.99
## 1868 1868 ARQUITECTURA F 83.61 20 62.67 162.67
## 1869 1869 ELECTRONICA F 93.38 23 62.03 162.03
## 1870 1870 MECANICA M 84.78 21 78.02 178.02
## 1871 1871 MECANICA M 80.68 19 89.57 189.57
## 1872 1872 ELECTRICA M 84.20 20 80.17 180.17
## 1873 1873 INFORMATICA F 84.52 21 58.73 158.73
## 1874 1874 ELECTRICA F 87.33 21 56.38 156.38
## 1875 1875 TIC F 87.22 21 63.37 163.37
## 1876 1876 BIOQUIMICA F 84.85 21 58.23 158.23
## 1877 1877 ADMINISTRACION F 88.78 22 59.72 159.72
## 1878 1878 ELECTRONICA M 94.03 23 81.67 181.67
## 1879 1879 ELECTRONICA M 83.77 20 77.80 177.80
## 1880 1880 SISTEMAS M 84.73 21 82.76 182.76
## 1881 1881 ELECTRONICA F 85.21 21 58.96 158.96
## 1882 1882 QUIMICA F 92.00 23 57.36 157.36
## 1883 1883 BIOQUIMICA F 82.74 20 59.63 159.63
## 1884 1884 ARQUITECTURA M 88.58 22 78.77 178.77
## 1885 1885 MECATRONICA F 84.03 20 59.22 159.22
## 1886 1886 MECANICA M 79.19 19 77.34 177.34
## 1887 1887 MECATRONICA M 90.65 22 78.59 178.59
## 1888 1888 ELECTRONICA F 84.96 21 60.12 160.12
## 1889 1889 TIC M 86.71 21 79.47 179.47
## 1890 1890 QUIMICA F 85.24 21 56.64 156.64
## 1891 1891 CIVIL M 88.26 22 79.91 179.91
## 1892 1892 SISTEMAS F 84.58 21 55.45 155.45
## 1893 1893 MECANICA F 90.10 22 53.97 153.97
## 1894 1894 ARQUITECTURA F 84.87 21 62.04 162.04
## 1895 1895 INDUSTRIAL F 83.91 20 65.39 165.39
## 1896 1896 TIC M 86.05 21 79.80 179.80
## 1897 1897 QUIMICA F 93.69 23 58.00 158.00
## 1898 1898 MECANICA F 93.38 23 56.73 156.73
## 1899 1899 ELECTRICA F 89.96 22 61.42 161.42
## 1900 1900 QUIMICA M 85.61 21 84.21 184.21
## 1901 1901 MECANICA M 85.16 21 77.88 177.88
## 1902 1902 SISTEMAS F 86.57 21 59.26 159.26
## 1903 1903 MECANICA M 77.63 19 80.21 180.21
## 1904 1904 ARQUITECTURA M 85.75 21 74.49 174.49
## 1905 1905 MECATRONICA F 83.21 20 59.17 159.17
## 1906 1906 ADMINISTRACION M 84.39 21 80.80 180.80
## 1907 1907 QUIMICA M 86.74 21 77.20 177.20
## 1908 1908 BIOQUIMICA F 88.23 22 59.79 159.79
## 1909 1909 INDUSTRIAL M 84.32 21 81.60 181.60
## 1910 1910 CIVIL M 83.06 20 78.36 178.36
## 1911 1911 TIC M 86.86 21 80.09 180.09
## 1912 1912 INFORMATICA M 88.75 22 82.55 182.55
## 1913 1913 BIOQUIMICA M 82.05 20 77.03 177.03
## 1914 1914 ARQUITECTURA M 84.49 21 82.14 182.14
## 1915 1915 BIOQUIMICA M 80.26 19 81.52 181.52
## 1916 1916 MECATRONICA M 86.77 21 80.16 180.16
## 1917 1917 CIVIL M 87.94 22 86.07 186.07
## 1918 1918 MECATRONICA M 87.87 22 74.83 174.83
## 1919 1919 QUIMICA M 90.26 22 79.00 179.00
## 1920 1920 INDUSTRIAL M 83.93 20 80.19 180.19
## 1921 1921 SISTEMAS F 89.46 22 60.13 160.13
## 1922 1922 BIOQUIMICA F 85.49 21 59.22 159.22
## 1923 1923 QUIMICA F 90.77 22 62.64 162.64
## 1924 1924 INFORMATICA M 84.35 21 80.80 180.80
## 1925 1925 MECATRONICA M 83.97 20 73.76 173.76
## 1926 1926 BIOQUIMICA F 87.57 21 60.38 160.38
## 1927 1927 BIOQUIMICA F 87.62 21 60.61 160.61
## 1928 1928 BIOQUIMICA F 85.02 21 59.11 159.11
## 1929 1929 SISTEMAS M 87.13 21 81.20 181.20
## 1930 1930 TIC F 83.98 20 63.26 163.26
## 1931 1931 ARQUITECTURA M 79.31 19 86.76 186.76
## 1932 1932 BIOQUIMICA F 76.87 18 59.73 159.73
## 1933 1933 BIOQUIMICA M 80.25 19 77.60 177.60
## 1934 1934 INDUSTRIAL M 81.50 20 83.94 183.94
## 1935 1935 TIC F 88.09 22 59.38 159.38
## 1936 1936 MECATRONICA F 83.15 20 56.94 156.94
## 1937 1937 ELECTRONICA M 85.76 21 77.08 177.08
## 1938 1938 MECATRONICA F 83.08 20 60.18 160.18
## 1939 1939 QUIMICA F 85.15 21 60.27 160.27
## 1940 1940 BIOQUIMICA M 83.19 20 80.96 180.96
## 1941 1941 BIOQUIMICA M 85.86 21 75.99 175.99
## 1942 1942 BIOQUIMICA F 92.16 23 60.47 160.47
## 1943 1943 ELECTRONICA F 82.66 20 58.36 158.36
## 1944 1944 MECANICA M 90.89 22 80.76 180.76
## 1945 1945 MECANICA M 88.17 22 78.55 178.55
## 1946 1946 ARQUITECTURA M 84.38 21 79.37 179.37
## 1947 1947 MECANICA F 86.24 21 62.18 162.18
## 1948 1948 ADMINISTRACION M 82.78 20 80.52 180.52
## 1949 1949 ELECTRONICA M 85.77 21 84.36 184.36
## 1950 1950 CIVIL F 87.19 21 59.69 159.69
## 1951 1951 ADMINISTRACION F 82.09 20 62.16 162.16
## 1952 1952 MECANICA M 81.45 20 77.05 177.05
## 1953 1953 TIC F 90.91 22 58.52 158.52
## 1954 1954 SISTEMAS M 84.87 21 79.21 179.21
## 1955 1955 INDUSTRIAL F 84.15 20 60.91 160.91
## 1956 1956 INDUSTRIAL F 79.56 19 58.27 158.27
## 1957 1957 QUIMICA F 79.84 19 60.47 160.47
## 1958 1958 CIVIL M 88.22 22 77.74 177.74
## 1959 1959 ADMINISTRACION F 78.26 19 57.21 157.21
## 1960 1960 ARQUITECTURA M 84.77 21 86.07 186.07
## 1961 1961 CIVIL M 88.02 22 75.71 175.71
## 1962 1962 ARQUITECTURA F 86.26 21 54.26 154.26
## 1963 1963 CIVIL M 83.78 20 81.24 181.24
## 1964 1964 MECATRONICA M 87.55 21 82.35 182.35
## 1965 1965 CIVIL M 84.24 20 77.40 177.40
## 1966 1966 ADMINISTRACION F 84.10 20 60.03 160.03
## 1967 1967 TIC M 85.82 21 78.87 178.87
## 1968 1968 ADMINISTRACION F 85.54 21 63.30 163.30
## 1969 1969 INFORMATICA F 84.34 21 60.34 160.34
## 1970 1970 INFORMATICA M 78.81 19 77.47 177.47
## 1971 1971 SISTEMAS F 86.12 21 60.53 160.53
## 1972 1972 CIVIL M 83.29 20 77.76 177.76
## 1973 1973 CIVIL M 87.90 22 78.35 178.35
## 1974 1974 TIC F 91.00 22 61.42 161.42
## 1975 1975 ADMINISTRACION M 83.44 20 81.19 181.19
## 1976 1976 CIVIL F 91.38 23 60.25 160.25
## 1977 1977 ADMINISTRACION F 89.74 22 59.89 159.89
## 1978 1978 INFORMATICA M 95.38 24 81.56 181.56
## 1979 1979 MECANICA F 81.87 20 59.25 159.25
## 1980 1980 ELECTRONICA F 77.64 19 57.23 157.23
## 1981 1981 CIVIL F 82.68 20 58.39 158.39
## 1982 1982 CIVIL M 79.32 19 77.75 177.75
## 1983 1983 CIVIL M 92.99 23 78.81 178.81
## 1984 1984 INFORMATICA M 87.02 21 85.94 185.94
## 1985 1985 ADMINISTRACION M 84.56 21 76.37 176.37
## 1986 1986 INFORMATICA F 86.13 21 60.44 160.44
## 1987 1987 INDUSTRIAL F 89.86 22 58.97 158.97
## 1988 1988 SISTEMAS M 81.01 20 77.98 177.98
## 1989 1989 MECATRONICA F 90.33 22 61.21 161.21
## 1990 1990 ADMINISTRACION F 83.92 20 59.99 159.99
## 1991 1991 INFORMATICA M 89.62 22 83.21 183.21
## 1992 1992 SISTEMAS F 83.46 20 59.49 159.49
## 1993 1993 ARQUITECTURA M 87.48 21 83.06 183.06
## 1994 1994 SISTEMAS F 85.36 21 60.27 160.27
## 1995 1995 INDUSTRIAL F 90.00 22 62.11 162.11
## 1996 1996 ELECTRICA F 88.26 22 60.68 160.68
## 1997 1997 SISTEMAS M 85.06 21 85.10 185.10
## 1998 1998 QUIMICA M 86.02 21 75.43 175.43
## 1999 1999 ARQUITECTURA F 85.75 21 53.85 153.85
## 2000 2000 TIC F 82.41 20 62.10 162.10
## 2001 2001 SISTEMAS F 87.09 21 59.11 159.11
## 2002 2002 ELECTRONICA M 90.16 22 78.28 178.28
## 2003 2003 SISTEMAS M 83.20 20 77.69 177.69
## 2004 2004 ADMINISTRACION F 83.66 20 54.60 154.60
## 2005 2005 SISTEMAS M 88.74 22 76.29 176.29
## 2006 2006 MECATRONICA F 88.21 22 57.43 157.43
## 2007 2007 MECANICA M 77.72 19 75.13 175.13
## 2008 2008 TIC M 83.12 20 82.08 182.08
## 2009 2009 QUIMICA F 84.04 20 60.91 160.91
## 2010 2010 MECATRONICA F 82.24 20 59.02 159.02
## 2011 2011 CIVIL F 81.60 20 62.07 162.07
## 2012 2012 SISTEMAS F 85.10 21 58.94 158.94
## 2013 2013 ADMINISTRACION M 87.43 21 81.29 181.29
## 2014 2014 MECANICA F 84.13 20 64.54 164.54
## 2015 2015 SISTEMAS F 93.19 23 60.34 160.34
## 2016 2016 ADMINISTRACION F 84.95 21 60.08 160.08
## 2017 2017 TIC F 83.45 20 63.21 163.21
## 2018 2018 QUIMICA M 84.70 21 85.22 185.22
## 2019 2019 INDUSTRIAL F 85.54 21 59.44 159.44
## 2020 2020 ELECTRONICA M 90.49 22 74.19 174.19
## 2021 2021 MECANICA F 94.86 24 58.68 158.68
## 2022 2022 MECATRONICA M 85.17 21 76.26 176.26
## 2023 2023 ELECTRICA M 83.21 20 82.01 182.01
## 2024 2024 TIC M 90.10 22 84.35 184.35
## 2025 2025 MECANICA M 88.35 22 85.23 185.23
## 2026 2026 CIVIL M 87.47 21 72.93 172.93
## 2027 2027 QUIMICA F 84.86 21 60.00 160.00
## 2028 2028 ARQUITECTURA F 90.37 22 54.56 154.56
## 2029 2029 MECANICA M 82.96 20 83.62 183.62
## 2030 2030 ARQUITECTURA M 89.83 22 77.13 177.13
## 2031 2031 QUIMICA F 83.81 20 61.90 161.90
## 2032 2032 TIC F 81.68 20 61.47 161.47
## 2033 2033 QUIMICA M 89.06 22 77.00 177.00
## 2034 2034 INDUSTRIAL M 87.87 22 79.61 179.61
## 2035 2035 ELECTRONICA F 85.94 21 57.72 157.72
## 2036 2036 INDUSTRIAL F 90.25 22 54.18 154.18
## 2037 2037 BIOQUIMICA F 87.60 21 60.73 160.73
## 2038 2038 ELECTRONICA F 84.76 21 59.83 159.83
## 2039 2039 CIVIL F 89.47 22 58.36 158.36
## 2040 2040 QUIMICA M 83.97 20 83.53 183.53
## 2041 2041 MECANICA F 85.98 21 61.93 161.93
## 2042 2042 ADMINISTRACION F 82.35 20 62.52 162.52
## 2043 2043 ARQUITECTURA M 85.38 21 83.46 183.46
## 2044 2044 TIC M 83.75 20 82.03 182.03
## 2045 2045 INFORMATICA F 78.72 19 60.34 160.34
## 2046 2046 MECANICA F 91.50 23 57.17 157.17
## 2047 2047 CIVIL F 89.32 22 60.85 160.85
## 2048 2048 ELECTRONICA M 81.43 20 75.51 175.51
## 2049 2049 CIVIL F 88.63 22 62.04 162.04
## 2050 2050 ELECTRICA F 89.05 22 55.96 155.96
## 2051 2051 ELECTRICA F 85.64 21 57.95 157.95
## 2052 2052 TIC F 84.59 21 62.37 162.37
## 2053 2053 INDUSTRIAL F 81.83 20 60.55 160.55
## 2054 2054 CIVIL F 82.56 20 64.66 164.66
## 2055 2055 INFORMATICA M 83.36 20 84.13 184.13
## 2056 2056 ELECTRICA M 88.50 22 79.29 179.29
## 2057 2057 ARQUITECTURA F 87.64 21 60.83 160.83
## 2058 2058 ELECTRONICA F 87.46 21 59.98 159.98
## 2059 2059 CIVIL F 89.33 22 62.38 162.38
## 2060 2060 MECATRONICA M 83.93 20 81.98 181.98
## 2061 2061 INDUSTRIAL M 84.28 21 78.48 178.48
## 2062 2062 CIVIL M 80.91 20 76.95 176.95
## 2063 2063 ELECTRONICA F 83.86 20 55.98 155.98
## 2064 2064 INFORMATICA M 86.30 21 83.09 183.09
## 2065 2065 ARQUITECTURA M 88.29 22 79.59 179.59
## 2066 2066 MECANICA M 89.35 22 77.78 177.78
## 2067 2067 SISTEMAS F 85.12 21 58.29 158.29
## 2068 2068 BIOQUIMICA M 84.34 21 78.37 178.37
## 2069 2069 ELECTRONICA F 87.90 22 55.61 155.61
## 2070 2070 MECANICA F 85.79 21 61.26 161.26
## 2071 2071 TIC F 91.71 23 61.21 161.21
## 2072 2072 ELECTRONICA F 87.91 22 61.78 161.78
## 2073 2073 MECANICA F 84.68 21 59.11 159.11
## 2074 2074 ADMINISTRACION M 83.79 20 79.36 179.36
## 2075 2075 MECANICA F 86.91 21 60.31 160.31
## 2076 2076 MECANICA F 86.47 21 53.73 153.73
## 2077 2077 ELECTRONICA F 84.18 20 59.59 159.59
## 2078 2078 INDUSTRIAL F 83.76 20 60.06 160.06
## 2079 2079 CIVIL M 83.09 20 88.47 188.47
## 2080 2080 ELECTRONICA M 84.49 21 85.27 185.27
## 2081 2081 MECATRONICA M 87.16 21 79.27 179.27
## 2082 2082 QUIMICA M 89.19 22 79.99 179.99
## 2083 2083 ARQUITECTURA F 88.49 22 58.64 158.64
## 2084 2084 ELECTRICA F 81.60 20 62.49 162.49
## 2085 2085 ELECTRONICA M 89.89 22 81.03 181.03
## 2086 2086 ELECTRICA F 90.48 22 61.28 161.28
## 2087 2087 QUIMICA M 89.52 22 84.41 184.41
## 2088 2088 SISTEMAS F 91.95 23 59.68 159.68
## 2089 2089 CIVIL F 77.51 19 60.27 160.27
## 2090 2090 TIC M 84.87 21 79.04 179.04
## 2091 2091 ARQUITECTURA F 83.51 20 59.05 159.05
## 2092 2092 SISTEMAS F 87.54 21 59.12 159.12
## 2093 2093 BIOQUIMICA M 89.15 22 79.43 179.43
## 2094 2094 MECANICA F 86.51 21 61.58 161.58
## 2095 2095 ARQUITECTURA M 89.67 22 76.17 176.17
## 2096 2096 MECANICA F 93.59 23 58.11 158.11
## 2097 2097 INFORMATICA F 83.31 20 62.68 162.68
## 2098 2098 INFORMATICA F 82.05 20 63.56 163.56
## 2099 2099 SISTEMAS F 92.19 23 61.96 161.96
## 2100 2100 QUIMICA F 77.81 19 61.29 161.29
## 2101 2101 TIC M 84.28 21 81.41 181.41
## 2102 2102 INDUSTRIAL M 86.59 21 79.43 179.43
## 2103 2103 MECANICA M 94.36 23 81.27 181.27
## 2104 2104 BIOQUIMICA F 86.41 21 61.14 161.14
## 2105 2105 ELECTRONICA M 83.30 20 82.00 182.00
## 2106 2106 ELECTRONICA M 86.16 21 79.45 179.45
## 2107 2107 INFORMATICA F 81.75 20 60.71 160.71
## 2108 2108 MECANICA F 88.42 22 62.49 162.49
## 2109 2109 MECANICA M 91.10 22 77.89 177.89
## 2110 2110 INFORMATICA F 82.67 20 57.34 157.34
## 2111 2111 MECATRONICA F 83.70 20 59.06 159.06
## 2112 2112 INFORMATICA F 89.00 22 61.25 161.25
## 2113 2113 BIOQUIMICA F 84.82 21 59.07 159.07
## 2114 2114 MECATRONICA M 81.52 20 81.72 181.72
## 2115 2115 ADMINISTRACION F 85.19 21 59.73 159.73
## 2116 2116 BIOQUIMICA M 87.90 22 79.78 179.78
## 2117 2117 QUIMICA F 87.67 21 62.17 162.17
## 2118 2118 ADMINISTRACION M 88.45 22 75.29 175.29
## 2119 2119 QUIMICA M 86.85 21 79.48 179.48
## 2120 2120 ELECTRONICA F 79.54 19 60.03 160.03
## 2121 2121 ELECTRICA F 86.42 21 56.12 156.12
## 2122 2122 TIC F 88.32 22 61.64 161.64
## 2123 2123 MECATRONICA M 91.36 23 78.66 178.66
## 2124 2124 ADMINISTRACION M 85.06 21 85.68 185.68
## 2125 2125 INFORMATICA F 87.18 21 61.14 161.14
## 2126 2126 SISTEMAS F 83.34 20 57.95 157.95
## 2127 2127 ADMINISTRACION F 87.59 21 57.61 157.61
## 2128 2128 ARQUITECTURA F 81.56 20 64.44 164.44
## 2129 2129 ELECTRONICA F 82.87 20 61.83 161.83
## 2130 2130 INFORMATICA F 86.80 21 59.39 159.39
## 2131 2131 MECATRONICA M 84.00 20 75.74 175.74
## 2132 2132 MECANICA F 86.91 21 56.78 156.78
## 2133 2133 INDUSTRIAL M 85.42 21 76.04 176.04
## 2134 2134 SISTEMAS M 93.17 23 81.59 181.59
## 2135 2135 MECANICA F 92.68 23 56.62 156.62
## 2136 2136 SISTEMAS F 83.63 20 59.40 159.40
## 2137 2137 ELECTRONICA F 92.79 23 60.52 160.52
## 2138 2138 ARQUITECTURA F 83.02 20 59.59 159.59
## 2139 2139 ELECTRICA F 88.01 22 58.22 158.22
## 2140 2140 SISTEMAS F 80.46 19 61.56 161.56
## 2141 2141 BIOQUIMICA F 86.23 21 60.02 160.02
## 2142 2142 CIVIL M 85.13 21 78.72 178.72
## 2143 2143 QUIMICA M 86.45 21 79.73 179.73
## 2144 2144 MECANICA F 92.59 23 60.25 160.25
## 2145 2145 INDUSTRIAL F 86.78 21 59.90 159.90
## 2146 2146 SISTEMAS F 89.29 22 63.75 163.75
## 2147 2147 CIVIL F 82.59 20 54.77 154.77
## 2148 2148 BIOQUIMICA M 82.22 20 85.31 185.31
## 2149 2149 MECATRONICA M 81.59 20 79.59 179.59
## 2150 2150 INFORMATICA M 81.90 20 83.53 183.53
## 2151 2151 ARQUITECTURA F 84.41 21 65.04 165.04
## 2152 2152 CIVIL F 86.64 21 58.72 158.72
## 2153 2153 INDUSTRIAL F 88.85 22 59.64 159.64
## 2154 2154 TIC F 88.58 22 62.32 162.32
## 2155 2155 INFORMATICA F 87.64 21 55.73 155.73
## 2156 2156 ELECTRICA F 91.72 23 60.90 160.90
## 2157 2157 SISTEMAS F 93.24 23 60.32 160.32
## 2158 2158 ELECTRONICA F 84.73 21 59.09 159.09
## 2159 2159 MECANICA F 82.26 20 61.82 161.82
## 2160 2160 ELECTRICA M 80.83 20 84.42 184.42
## 2161 2161 ELECTRICA M 82.80 20 85.28 185.28
## 2162 2162 ARQUITECTURA F 89.65 22 59.86 159.86
## 2163 2163 MECANICA F 86.28 21 59.49 159.49
## 2164 2164 MECANICA F 90.56 22 60.69 160.69
## 2165 2165 INFORMATICA M 90.43 22 75.48 175.48
## 2166 2166 MECANICA F 88.66 22 57.12 157.12
## 2167 2167 TIC M 86.68 21 81.66 181.66
## 2168 2168 INDUSTRIAL M 84.46 21 79.59 179.59
## 2169 2169 TIC F 88.79 22 59.52 159.52
## 2170 2170 CIVIL M 85.79 21 80.51 180.51
## 2171 2171 SISTEMAS F 85.39 21 60.63 160.63
## 2172 2172 MECANICA F 85.09 21 56.61 156.61
## 2173 2173 INFORMATICA F 92.98 23 56.49 156.49
## 2174 2174 QUIMICA F 89.03 22 58.06 158.06
## 2175 2175 MECATRONICA F 83.83 20 58.93 158.93
## 2176 2176 ADMINISTRACION F 85.47 21 59.27 159.27
## 2177 2177 ELECTRONICA F 85.96 21 58.98 158.98
## 2178 2178 QUIMICA F 88.23 22 61.40 161.40
## 2179 2179 CIVIL M 80.60 19 77.84 177.84
## 2180 2180 ELECTRICA F 89.85 22 63.85 163.85
## 2181 2181 ARQUITECTURA M 78.53 19 84.84 184.84
## 2182 2182 ADMINISTRACION M 92.14 23 79.29 179.29
## 2183 2183 MECANICA M 92.05 23 76.31 176.31
## 2184 2184 INFORMATICA F 85.40 21 57.81 157.81
## 2185 2185 ELECTRONICA F 83.39 20 59.74 159.74
## 2186 2186 MECANICA F 86.83 21 58.96 158.96
## 2187 2187 CIVIL M 76.92 18 80.57 180.57
## 2188 2188 ELECTRICA M 79.38 19 85.00 185.00
## 2189 2189 MECATRONICA M 90.58 22 80.58 180.58
## 2190 2190 INFORMATICA F 88.38 22 61.54 161.54
## 2191 2191 MECATRONICA M 88.50 22 81.93 181.93
## 2192 2192 QUIMICA F 82.87 20 62.80 162.80
## 2193 2193 CIVIL M 84.46 21 79.06 179.06
## 2194 2194 ELECTRICA F 88.42 22 57.95 157.95
## 2195 2195 ARQUITECTURA M 84.75 21 84.29 184.29
## 2196 2196 QUIMICA M 87.80 22 84.96 184.96
## 2197 2197 QUIMICA M 84.35 21 77.09 177.09
## 2198 2198 ELECTRONICA F 80.31 19 56.00 156.00
## 2199 2199 ARQUITECTURA F 81.43 20 61.53 161.53
## 2200 2200 ELECTRICA F 82.63 20 57.58 157.58
## 2201 2201 QUIMICA F 83.90 20 59.38 159.38
## 2202 2202 INFORMATICA M 89.66 22 84.51 184.51
## 2203 2203 ADMINISTRACION M 90.82 22 84.45 184.45
## 2204 2204 ADMINISTRACION F 81.22 20 61.11 161.11
## 2205 2205 ELECTRONICA F 85.51 21 59.61 159.61
## 2206 2206 BIOQUIMICA M 82.12 20 77.43 177.43
## 2207 2207 MECATRONICA F 87.08 21 62.08 162.08
## 2208 2208 MECATRONICA F 87.16 21 59.74 159.74
## 2209 2209 BIOQUIMICA M 85.48 21 76.65 176.65
## 2210 2210 MECATRONICA F 85.12 21 58.43 158.43
## 2211 2211 TIC F 87.34 21 63.72 163.72
## 2212 2212 INDUSTRIAL M 83.24 20 81.22 181.22
## 2213 2213 TIC F 85.55 21 57.45 157.45
## 2214 2214 ELECTRICA F 89.34 22 58.34 158.34
## 2215 2215 QUIMICA F 86.60 21 63.97 163.97
## 2216 2216 CIVIL F 82.19 20 62.07 162.07
## 2217 2217 CIVIL F 82.17 20 56.73 156.73
## 2218 2218 INDUSTRIAL M 88.46 22 78.63 178.63
## 2219 2219 QUIMICA M 86.82 21 79.67 179.67
## 2220 2220 ELECTRICA F 78.91 19 60.66 160.66
## 2221 2221 INDUSTRIAL M 89.18 22 76.37 176.37
## 2222 2222 MECANICA F 88.45 22 62.07 162.07
## 2223 2223 MECANICA M 83.43 20 81.09 181.09
## 2224 2224 TIC F 86.35 21 54.66 154.66
## 2225 2225 MECATRONICA F 80.12 19 60.16 160.16
## 2226 2226 ARQUITECTURA M 86.96 21 81.95 181.95
## 2227 2227 CIVIL M 86.62 21 77.05 177.05
## 2228 2228 INDUSTRIAL F 87.40 21 57.25 157.25
## 2229 2229 BIOQUIMICA F 86.47 21 57.13 157.13
## 2230 2230 SISTEMAS M 87.76 22 77.10 177.10
## 2231 2231 MECATRONICA F 89.41 22 61.78 161.78
## 2232 2232 INDUSTRIAL M 90.09 22 80.47 180.47
## 2233 2233 ARQUITECTURA M 81.55 20 80.06 180.06
## 2234 2234 ELECTRONICA M 84.60 21 76.23 176.23
## 2235 2235 ADMINISTRACION F 88.24 22 59.07 159.07
## 2236 2236 INFORMATICA M 91.79 23 77.05 177.05
## 2237 2237 ADMINISTRACION M 87.26 21 80.05 180.05
## 2238 2238 ELECTRICA F 87.76 22 61.68 161.68
## 2239 2239 ELECTRONICA F 84.66 21 62.35 162.35
## 2240 2240 ELECTRICA M 80.32 19 75.32 175.32
## 2241 2241 MECATRONICA M 82.78 20 78.53 178.53
## 2242 2242 TIC M 84.66 21 80.69 180.69
## 2243 2243 ADMINISTRACION F 87.19 21 60.37 160.37
## 2244 2244 ADMINISTRACION M 84.32 21 75.29 175.29
## 2245 2245 MECANICA M 87.36 21 81.69 181.69
## 2246 2246 TIC F 83.25 20 58.14 158.14
## 2247 2247 INFORMATICA M 85.21 21 81.11 181.11
## 2248 2248 ELECTRICA F 83.64 20 58.77 158.77
## 2249 2249 MECANICA F 81.30 20 62.65 162.65
## 2250 2250 MECANICA F 86.07 21 61.66 161.66
## 2251 2251 CIVIL M 84.45 21 77.04 177.04
## 2252 2252 ADMINISTRACION M 82.58 20 83.13 183.13
## 2253 2253 MECANICA F 93.73 23 60.63 160.63
## 2254 2254 ELECTRICA M 78.91 19 81.34 181.34
## 2255 2255 ARQUITECTURA M 80.26 19 80.69 180.69
## 2256 2256 TIC F 90.75 22 62.71 162.71
## 2257 2257 ELECTRICA F 84.80 21 61.80 161.80
## 2258 2258 ELECTRONICA F 85.22 21 59.52 159.52
## 2259 2259 SISTEMAS M 88.44 22 84.03 184.03
## 2260 2260 INFORMATICA M 86.51 21 75.95 175.95
## 2261 2261 SISTEMAS F 86.78 21 60.62 160.62
## 2262 2262 ADMINISTRACION M 84.76 21 80.20 180.20
## 2263 2263 QUIMICA F 74.21 18 60.69 160.69
## 2264 2264 QUIMICA F 89.06 22 58.00 158.00
## 2265 2265 ELECTRICA M 89.58 22 78.78 178.78
## 2266 2266 BIOQUIMICA F 83.86 20 56.75 156.75
## 2267 2267 MECATRONICA M 86.04 21 76.76 176.76
## 2268 2268 INFORMATICA M 90.54 22 82.41 182.41
## 2269 2269 ELECTRICA M 92.39 23 81.43 181.43
## 2270 2270 SISTEMAS F 84.49 21 59.99 159.99
## 2271 2271 TIC F 79.95 19 59.87 159.87
## 2272 2272 CIVIL F 83.85 20 60.11 160.11
## 2273 2273 ARQUITECTURA M 88.74 22 77.47 177.47
## 2274 2274 TIC M 85.43 21 79.40 179.40
## 2275 2275 INFORMATICA M 89.56 22 75.77 175.77
## 2276 2276 ELECTRONICA M 80.94 20 76.43 176.43
## 2277 2277 ELECTRONICA M 84.25 20 79.66 179.66
## 2278 2278 ELECTRONICA F 86.85 21 60.97 160.97
## 2279 2279 INFORMATICA M 82.18 20 78.51 178.51
## 2280 2280 INDUSTRIAL F 83.43 20 60.29 160.29
## 2281 2281 BIOQUIMICA M 88.40 22 81.89 181.89
## 2282 2282 TIC F 82.45 20 62.34 162.34
## 2283 2283 SISTEMAS M 91.13 22 82.39 182.39
## 2284 2284 MECATRONICA M 88.31 22 84.34 184.34
## 2285 2285 TIC M 91.70 23 80.97 180.97
## 2286 2286 TIC F 89.04 22 62.51 162.51
## 2287 2287 QUIMICA M 82.51 20 79.05 179.05
## 2288 2288 BIOQUIMICA F 81.40 20 62.98 162.98
## 2289 2289 ADMINISTRACION M 87.58 21 76.52 176.52
## 2290 2290 CIVIL F 92.19 23 59.60 159.60
## 2291 2291 TIC F 85.33 21 59.70 159.70
## 2292 2292 SISTEMAS F 87.75 22 59.34 159.34
## 2293 2293 MECATRONICA M 82.94 20 80.83 180.83
## 2294 2294 BIOQUIMICA M 85.03 21 77.22 177.22
## 2295 2295 BIOQUIMICA F 89.27 22 57.44 157.44
## 2296 2296 ADMINISTRACION M 88.75 22 81.98 181.98
## 2297 2297 ELECTRICA M 81.19 20 76.25 176.25
## 2298 2298 TIC M 84.25 20 72.68 172.68
## 2299 2299 MECATRONICA M 90.79 22 81.75 181.75
## 2300 2300 SISTEMAS F 93.99 23 54.45 154.45
## 2301 2301 MECANICA M 85.79 21 81.27 181.27
## 2302 2302 MECANICA F 93.30 23 57.74 157.74
## 2303 2303 MECANICA F 85.64 21 58.13 158.13
## 2304 2304 MECANICA F 86.58 21 58.39 158.39
## 2305 2305 BIOQUIMICA F 86.52 21 58.48 158.48
## 2306 2306 MECATRONICA M 85.16 21 74.82 174.82
## 2307 2307 SISTEMAS F 90.73 22 59.46 159.46
## 2308 2308 SISTEMAS M 86.46 21 78.71 178.71
## 2309 2309 CIVIL M 81.10 20 79.05 179.05
## 2310 2310 INFORMATICA M 81.56 20 79.37 179.37
## 2311 2311 ADMINISTRACION M 87.72 21 84.57 184.57
## 2312 2312 MECANICA M 82.74 20 85.99 185.99
## 2313 2313 TIC F 87.96 22 59.85 159.85
## 2314 2314 TIC M 83.52 20 75.26 175.26
## 2315 2315 ADMINISTRACION M 87.45 21 86.39 186.39
## 2316 2316 ARQUITECTURA M 86.95 21 81.81 181.81
## 2317 2317 TIC M 87.69 21 82.19 182.19
## 2318 2318 QUIMICA M 80.47 19 78.49 178.49
## 2319 2319 TIC M 89.41 22 83.56 183.56
## 2320 2320 INDUSTRIAL M 93.65 23 81.33 181.33
## 2321 2321 ELECTRICA M 87.66 21 81.06 181.06
## 2322 2322 MECANICA F 85.78 21 61.57 161.57
## 2323 2323 ELECTRICA F 84.90 21 61.96 161.96
## 2324 2324 INFORMATICA M 79.48 19 80.46 180.46
## 2325 2325 QUIMICA M 83.10 20 73.66 173.66
## 2326 2326 MECATRONICA M 79.92 19 67.70 167.70
## 2327 2327 TIC F 84.38 21 59.18 159.18
## 2328 2328 ARQUITECTURA F 86.22 21 56.51 156.51
## 2329 2329 TIC F 88.69 22 60.53 160.53
## 2330 2330 QUIMICA M 81.64 20 83.24 183.24
## 2331 2331 ELECTRICA M 82.49 20 73.88 173.88
## 2332 2332 ELECTRONICA M 83.25 20 77.41 177.41
## 2333 2333 INDUSTRIAL F 83.41 20 52.91 152.91
## 2334 2334 TIC F 87.41 21 61.28 161.28
## 2335 2335 QUIMICA F 86.45 21 59.73 159.73
## 2336 2336 ARQUITECTURA M 83.25 20 82.32 182.32
## 2337 2337 BIOQUIMICA M 82.71 20 76.95 176.95
## 2338 2338 INFORMATICA M 88.50 22 80.17 180.17
## 2339 2339 ADMINISTRACION M 93.74 23 76.35 176.35
## 2340 2340 QUIMICA M 81.47 20 79.16 179.16
## 2341 2341 MECATRONICA M 92.70 23 81.43 181.43
## 2342 2342 TIC F 86.90 21 57.30 157.30
## 2343 2343 ARQUITECTURA M 86.08 21 78.06 178.06
## 2344 2344 QUIMICA F 85.17 21 60.71 160.71
## 2345 2345 MECANICA F 89.41 22 60.93 160.93
## 2346 2346 ELECTRONICA M 83.59 20 81.67 181.67
## 2347 2347 TIC M 80.04 19 84.52 184.52
## 2348 2348 QUIMICA M 80.73 19 80.99 180.99
## 2349 2349 TIC M 90.07 22 78.36 178.36
## 2350 2350 ADMINISTRACION F 86.99 21 59.48 159.48
## 2351 2351 INDUSTRIAL M 82.92 20 87.52 187.52
## 2352 2352 MECATRONICA M 86.11 21 80.32 180.32
## 2353 2353 ADMINISTRACION M 84.19 20 80.50 180.50
## 2354 2354 TIC M 82.66 20 81.26 181.26
## 2355 2355 INFORMATICA M 86.25 21 75.69 175.69
## 2356 2356 MECANICA F 88.22 22 62.33 162.33
## 2357 2357 MECATRONICA F 85.11 21 58.39 158.39
## 2358 2358 TIC F 93.16 23 58.22 158.22
## 2359 2359 BIOQUIMICA F 83.57 20 65.45 165.45
## 2360 2360 BIOQUIMICA M 87.23 21 82.52 182.52
## 2361 2361 QUIMICA M 80.31 19 81.00 181.00
## 2362 2362 CIVIL M 84.30 21 79.21 179.21
## 2363 2363 MECANICA M 88.03 22 80.49 180.49
## 2364 2364 INDUSTRIAL F 82.20 20 59.19 159.19
## 2365 2365 MECANICA M 85.52 21 81.14 181.14
## 2366 2366 MECATRONICA M 85.58 21 79.27 179.27
## 2367 2367 MECATRONICA M 86.14 21 81.69 181.69
## 2368 2368 QUIMICA F 84.65 21 63.05 163.05
## 2369 2369 INDUSTRIAL M 78.05 19 77.39 177.39
## 2370 2370 INFORMATICA M 92.23 23 81.82 181.82
## 2371 2371 ELECTRONICA F 84.26 20 60.49 160.49
## 2372 2372 INDUSTRIAL F 82.79 20 56.46 156.46
## 2373 2373 ELECTRICA F 83.09 20 59.28 159.28
## 2374 2374 TIC F 88.16 22 54.78 154.78
## 2375 2375 ADMINISTRACION M 87.84 22 82.03 182.03
## 2376 2376 TIC F 87.26 21 60.62 160.62
## 2377 2377 INDUSTRIAL M 88.27 22 82.08 182.08
## 2378 2378 ELECTRICA M 91.62 23 78.83 178.83
## 2379 2379 MECANICA M 85.35 21 74.11 174.11
## 2380 2380 CIVIL M 86.05 21 81.52 181.52
## 2381 2381 ADMINISTRACION F 84.16 20 59.82 159.82
## 2382 2382 CIVIL F 89.92 22 59.63 159.63
## 2383 2383 CIVIL M 78.48 19 78.78 178.78
## 2384 2384 ELECTRICA M 77.38 19 80.73 180.73
## 2385 2385 ADMINISTRACION F 83.40 20 59.28 159.28
## 2386 2386 ELECTRICA M 92.01 23 81.29 181.29
## 2387 2387 MECANICA F 90.79 22 61.66 161.66
## 2388 2388 CIVIL F 91.59 23 59.18 159.18
## 2389 2389 CIVIL F 90.92 22 58.80 158.80
## 2390 2390 BIOQUIMICA F 90.49 22 62.45 162.45
## 2391 2391 TIC F 83.59 20 57.92 157.92
## 2392 2392 INDUSTRIAL F 89.15 22 62.26 162.26
## 2393 2393 MECATRONICA F 88.43 22 61.25 161.25
## 2394 2394 MECANICA M 83.75 20 82.37 182.37
## 2395 2395 MECANICA F 88.38 22 58.98 158.98
## 2396 2396 SISTEMAS F 83.19 20 56.54 156.54
## 2397 2397 TIC F 85.14 21 61.29 161.29
## 2398 2398 ELECTRICA F 82.18 20 62.92 162.92
## 2399 2399 INDUSTRIAL F 79.25 19 58.03 158.03
## 2400 2400 BIOQUIMICA F 82.63 20 61.74 161.74
## 2401 2401 ELECTRICA M 76.08 18 84.18 184.18
## 2402 2402 INDUSTRIAL F 84.59 21 60.80 160.80
## 2403 2403 ADMINISTRACION F 82.56 20 60.51 160.51
## 2404 2404 BIOQUIMICA F 91.37 23 58.68 158.68
## 2405 2405 ELECTRONICA F 85.32 21 60.42 160.42
## 2406 2406 ELECTRICA F 96.76 24 59.37 159.37
## 2407 2407 ADMINISTRACION F 88.08 22 62.58 162.58
## 2408 2408 ELECTRONICA F 90.94 22 62.47 162.47
## 2409 2409 ELECTRONICA F 86.99 21 63.66 163.66
## 2410 2410 ELECTRONICA F 82.64 20 61.16 161.16
## 2411 2411 TIC F 81.87 20 57.65 157.65
## 2412 2412 QUIMICA M 85.82 21 80.65 180.65
## 2413 2413 MECANICA F 85.09 21 61.01 161.01
## 2414 2414 TIC F 85.26 21 57.88 157.88
## 2415 2415 SISTEMAS F 87.46 21 57.69 157.69
## 2416 2416 QUIMICA F 85.46 21 58.05 158.05
## 2417 2417 SISTEMAS F 85.07 21 58.34 158.34
## 2418 2418 BIOQUIMICA F 90.86 22 59.63 159.63
## 2419 2419 CIVIL F 83.47 20 61.41 161.41
## 2420 2420 TIC F 83.21 20 57.87 157.87
## 2421 2421 MECANICA M 88.24 22 76.87 176.87
## 2422 2422 SISTEMAS M 83.95 20 82.77 182.77
## 2423 2423 BIOQUIMICA F 85.83 21 60.18 160.18
## 2424 2424 SISTEMAS F 85.62 21 56.37 156.37
## 2425 2425 INFORMATICA F 88.17 22 59.05 159.05
## 2426 2426 QUIMICA F 91.91 23 60.77 160.77
## 2427 2427 ADMINISTRACION M 88.20 22 80.05 180.05
## 2428 2428 CIVIL M 89.36 22 79.23 179.23
## 2429 2429 MECANICA M 91.16 22 74.35 174.35
## 2430 2430 BIOQUIMICA M 86.31 21 81.52 181.52
## 2431 2431 ELECTRICA M 93.77 23 79.63 179.63
## 2432 2432 CIVIL M 81.22 20 75.00 175.00
## 2433 2433 INDUSTRIAL M 84.18 20 84.07 184.07
## 2434 2434 ARQUITECTURA M 82.47 20 88.06 188.06
## 2435 2435 ELECTRONICA M 90.60 22 81.43 181.43
## 2436 2436 ARQUITECTURA F 82.95 20 62.72 162.72
## 2437 2437 ADMINISTRACION M 85.91 21 78.22 178.22
## 2438 2438 ELECTRICA F 85.18 21 62.69 162.69
## 2439 2439 SISTEMAS M 89.77 22 74.70 174.70
## 2440 2440 ELECTRICA F 87.92 22 58.69 158.69
## 2441 2441 SISTEMAS M 83.41 20 78.93 178.93
## 2442 2442 INDUSTRIAL M 87.43 21 81.95 181.95
## 2443 2443 ARQUITECTURA F 79.85 19 58.73 158.73
## 2444 2444 CIVIL F 87.93 22 59.70 159.70
## 2445 2445 QUIMICA M 87.20 21 77.73 177.73
## 2446 2446 ARQUITECTURA F 85.54 21 61.27 161.27
## 2447 2447 ELECTRONICA M 87.60 21 80.22 180.22
## 2448 2448 ARQUITECTURA M 82.37 20 84.23 184.23
## 2449 2449 MECATRONICA F 87.08 21 58.39 158.39
## 2450 2450 MECATRONICA M 82.72 20 84.92 184.92
## 2451 2451 INFORMATICA F 91.75 23 64.38 164.38
## 2452 2452 BIOQUIMICA F 86.52 21 57.79 157.79
## 2453 2453 MECANICA M 82.66 20 79.05 179.05
## 2454 2454 BIOQUIMICA F 88.45 22 56.57 156.57
## 2455 2455 ARQUITECTURA M 89.08 22 81.45 181.45
## 2456 2456 ELECTRICA M 82.87 20 79.81 179.81
## 2457 2457 MECATRONICA F 82.69 20 57.86 157.86
## 2458 2458 BIOQUIMICA F 85.66 21 58.94 158.94
## 2459 2459 ADMINISTRACION M 91.13 22 80.68 180.68
## 2460 2460 CIVIL M 82.15 20 78.45 178.45
## 2461 2461 ELECTRONICA F 87.06 21 60.07 160.07
## 2462 2462 CIVIL M 83.66 20 81.54 181.54
## 2463 2463 INFORMATICA F 81.96 20 57.39 157.39
## 2464 2464 TIC M 87.79 22 79.66 179.66
## 2465 2465 ELECTRICA F 85.16 21 60.80 160.80
## 2466 2466 CIVIL M 84.68 21 80.15 180.15
## 2467 2467 CIVIL F 81.80 20 58.10 158.10
## 2468 2468 BIOQUIMICA M 87.50 21 84.45 184.45
## 2469 2469 TIC F 86.92 21 62.16 162.16
## 2470 2470 ARQUITECTURA M 89.09 22 80.58 180.58
## 2471 2471 TIC M 81.10 20 80.69 180.69
## 2472 2472 SISTEMAS M 83.19 20 80.32 180.32
## 2473 2473 TIC M 91.43 23 84.64 184.64
## 2474 2474 ELECTRICA M 84.76 21 73.12 173.12
## 2475 2475 MECANICA F 82.40 20 60.85 160.85
## 2476 2476 ARQUITECTURA M 78.46 19 82.46 182.46
## 2477 2477 INDUSTRIAL F 86.54 21 57.99 157.99
## 2478 2478 INDUSTRIAL M 89.90 22 82.60 182.60
## 2479 2479 ADMINISTRACION M 94.70 24 78.45 178.45
## 2480 2480 ADMINISTRACION F 88.38 22 58.19 158.19
## 2481 2481 ELECTRICA M 88.55 22 82.19 182.19
## 2482 2482 ADMINISTRACION M 86.90 21 78.12 178.12
## 2483 2483 TIC F 83.31 20 60.80 160.80
## 2484 2484 INFORMATICA F 89.82 22 61.34 161.34
## 2485 2485 SISTEMAS M 82.29 20 79.75 179.75
## 2486 2486 INDUSTRIAL F 91.81 23 60.68 160.68
## 2487 2487 SISTEMAS M 84.64 21 88.24 188.24
## 2488 2488 CIVIL F 85.32 21 59.62 159.62
## 2489 2489 ADMINISTRACION M 83.59 20 79.49 179.49
## 2490 2490 SISTEMAS F 84.56 21 59.71 159.71
## 2491 2491 ARQUITECTURA F 82.55 20 57.40 157.40
## 2492 2492 QUIMICA M 90.02 22 77.88 177.88
## 2493 2493 TIC F 88.79 22 57.95 157.95
## 2494 2494 INDUSTRIAL F 82.77 20 57.09 157.09
## 2495 2495 BIOQUIMICA F 87.14 21 64.80 164.80
## 2496 2496 ADMINISTRACION F 84.81 21 61.69 161.69
## 2497 2497 CIVIL F 87.69 21 59.13 159.13
## 2498 2498 BIOQUIMICA M 84.95 21 81.03 181.03
## 2499 2499 MECATRONICA M 98.73 25 78.63 178.63
## 2500 2500 MECANICA F 90.73 22 55.90 155.90
## 2501 2501 QUIMICA M 84.11 20 81.93 181.93
## 2502 2502 QUIMICA F 81.67 20 58.89 158.89
## 2503 2503 SISTEMAS F 83.25 20 59.23 159.23
## 2504 2504 SISTEMAS M 86.67 21 77.70 177.70
## 2505 2505 MECATRONICA M 83.90 20 88.47 188.47
## 2506 2506 MECANICA M 85.15 21 82.88 182.88
## 2507 2507 TIC M 80.17 19 78.27 178.27
## 2508 2508 QUIMICA F 88.84 22 61.84 161.84
## 2509 2509 CIVIL F 86.15 21 60.68 160.68
## 2510 2510 BIOQUIMICA F 87.68 21 56.59 156.59
## 2511 2511 MECANICA M 85.64 21 82.95 182.95
## 2512 2512 INDUSTRIAL M 87.46 21 84.85 184.85
## 2513 2513 ARQUITECTURA F 87.41 21 58.46 158.46
## 2514 2514 MECANICA F 80.57 19 59.61 159.61
## 2515 2515 MECANICA F 82.31 20 58.89 158.89
## 2516 2516 QUIMICA M 81.69 20 79.40 179.40
## 2517 2517 ADMINISTRACION M 85.57 21 79.67 179.67
## 2518 2518 SISTEMAS M 85.01 21 82.60 182.60
## 2519 2519 ELECTRONICA M 86.19 21 74.87 174.87
## 2520 2520 CIVIL F 86.08 21 61.00 161.00
## 2521 2521 ELECTRONICA F 88.38 22 59.69 159.69
## 2522 2522 INFORMATICA M 91.22 23 77.90 177.90
## 2523 2523 TIC F 87.82 22 61.02 161.02
## 2524 2524 QUIMICA F 81.88 20 59.37 159.37
## 2525 2525 ADMINISTRACION M 90.12 22 81.02 181.02
## 2526 2526 INDUSTRIAL F 84.39 21 61.44 161.44
## 2527 2527 SISTEMAS M 89.11 22 79.89 179.89
## 2528 2528 INDUSTRIAL M 91.55 23 76.67 176.67
## 2529 2529 ADMINISTRACION M 90.60 22 73.56 173.56
## 2530 2530 CIVIL F 81.85 20 60.03 160.03
## 2531 2531 MECATRONICA M 82.99 20 76.96 176.96
## 2532 2532 MECANICA F 86.97 21 57.31 157.31
## 2533 2533 INDUSTRIAL M 90.84 22 78.43 178.43
## 2534 2534 TIC F 92.65 23 55.88 155.88
## 2535 2535 MECANICA F 83.31 20 55.73 155.73
## 2536 2536 TIC F 85.74 21 59.50 159.50
## 2537 2537 INDUSTRIAL F 83.69 20 57.35 157.35
## 2538 2538 MECANICA M 82.66 20 83.35 183.35
## 2539 2539 INFORMATICA M 82.32 20 84.74 184.74
## 2540 2540 BIOQUIMICA M 86.12 21 76.61 176.61
## 2541 2541 BIOQUIMICA F 82.75 20 60.26 160.26
## 2542 2542 ADMINISTRACION M 91.18 22 84.47 184.47
## 2543 2543 CIVIL M 88.10 22 84.87 184.87
## 2544 2544 QUIMICA F 82.61 20 57.70 157.70
## 2545 2545 ARQUITECTURA M 87.94 22 82.70 182.70
## 2546 2546 ELECTRONICA F 86.25 21 57.67 157.67
## 2547 2547 CIVIL F 83.85 20 59.38 159.38
## 2548 2548 INDUSTRIAL F 86.51 21 60.95 160.95
## 2549 2549 CIVIL M 87.41 21 79.68 179.68
## 2550 2550 BIOQUIMICA M 81.32 20 81.87 181.87
## 2551 2551 CIVIL M 84.31 21 75.77 175.77
## 2552 2552 ADMINISTRACION M 86.27 21 80.86 180.86
## 2553 2553 ELECTRICA M 84.50 21 80.00 180.00
## 2554 2554 BIOQUIMICA M 83.76 20 81.94 181.94
## 2555 2555 MECATRONICA M 80.25 19 80.90 180.90
## 2556 2556 BIOQUIMICA F 93.60 23 58.63 158.63
## 2557 2557 INDUSTRIAL F 86.98 21 55.62 155.62
## 2558 2558 ADMINISTRACION F 88.54 22 61.46 161.46
## 2559 2559 MECATRONICA M 84.42 21 81.72 181.72
## 2560 2560 MECATRONICA M 87.67 21 83.99 183.99
## 2561 2561 INDUSTRIAL M 85.54 21 81.00 181.00
## 2562 2562 BIOQUIMICA M 89.18 22 76.34 176.34
## 2563 2563 CIVIL F 82.18 20 60.41 160.41
## 2564 2564 BIOQUIMICA M 84.75 21 81.38 181.38
## 2565 2565 INDUSTRIAL M 84.76 21 78.15 178.15
## 2566 2566 BIOQUIMICA M 89.10 22 79.88 179.88
## 2567 2567 CIVIL F 83.70 20 58.64 158.64
## 2568 2568 ADMINISTRACION M 83.61 20 82.84 182.84
## 2569 2569 ELECTRONICA F 84.61 21 57.09 157.09
## 2570 2570 TIC F 88.74 22 60.59 160.59
## 2571 2571 ELECTRICA F 87.15 21 65.01 165.01
## 2572 2572 INFORMATICA M 92.39 23 85.37 185.37
## 2573 2573 TIC M 83.88 20 82.55 182.55
## 2574 2574 SISTEMAS F 89.82 22 60.74 160.74
## 2575 2575 SISTEMAS F 83.98 20 59.12 159.12
## 2576 2576 TIC F 84.36 21 58.27 158.27
## 2577 2577 MECANICA M 88.63 22 82.16 182.16
## 2578 2578 ELECTRONICA F 88.63 22 57.24 157.24
## 2579 2579 ADMINISTRACION F 83.20 20 58.65 158.65
## 2580 2580 INFORMATICA M 83.84 20 77.07 177.07
## 2581 2581 CIVIL F 86.63 21 58.26 158.26
## 2582 2582 MECANICA M 84.43 21 79.60 179.60
## 2583 2583 QUIMICA M 76.82 18 76.68 176.68
## 2584 2584 ELECTRONICA F 88.31 22 63.84 163.84
## 2585 2585 SISTEMAS M 83.64 20 82.89 182.89
## 2586 2586 TIC F 81.34 20 60.86 160.86
## 2587 2587 ADMINISTRACION M 91.81 23 74.73 174.73
## 2588 2588 MECATRONICA F 86.50 21 63.68 163.68
## 2589 2589 TIC M 87.13 21 78.27 178.27
## 2590 2590 BIOQUIMICA F 84.10 20 60.24 160.24
## 2591 2591 MECANICA F 88.93 22 59.82 159.82
## 2592 2592 QUIMICA F 85.39 21 59.05 159.05
## 2593 2593 ELECTRONICA F 85.05 21 58.95 158.95
## 2594 2594 MECANICA M 82.46 20 80.43 180.43
## 2595 2595 TIC F 84.93 21 59.89 159.89
## 2596 2596 ELECTRICA M 86.71 21 77.63 177.63
## 2597 2597 CIVIL F 85.18 21 62.78 162.78
## 2598 2598 CIVIL F 85.63 21 61.49 161.49
## 2599 2599 ELECTRONICA F 83.65 20 56.74 156.74
## 2600 2600 MECATRONICA F 89.41 22 61.85 161.85
## 2601 2601 MECATRONICA M 84.46 21 82.94 182.94
## 2602 2602 ARQUITECTURA M 88.83 22 83.34 183.34
## 2603 2603 ELECTRICA F 83.35 20 60.95 160.95
## 2604 2604 BIOQUIMICA M 85.04 21 78.60 178.60
## 2605 2605 BIOQUIMICA M 90.45 22 79.34 179.34
## 2606 2606 INDUSTRIAL M 82.80 20 75.84 175.84
## 2607 2607 ARQUITECTURA F 79.19 19 58.11 158.11
## 2608 2608 ELECTRICA M 91.76 23 78.47 178.47
## 2609 2609 ELECTRONICA M 85.69 21 78.77 178.77
## 2610 2610 MECANICA M 84.76 21 75.73 175.73
## 2611 2611 CIVIL M 81.21 20 72.89 172.89
## 2612 2612 BIOQUIMICA M 85.73 21 82.59 182.59
## 2613 2613 ELECTRONICA M 84.19 20 76.16 176.16
## 2614 2614 ELECTRICA F 81.85 20 61.87 161.87
## 2615 2615 SISTEMAS M 83.69 20 77.52 177.52
## 2616 2616 MECATRONICA M 82.29 20 82.97 182.97
## 2617 2617 BIOQUIMICA M 85.31 21 79.10 179.10
## 2618 2618 MECANICA M 89.67 22 78.81 178.81
## 2619 2619 INDUSTRIAL M 88.36 22 83.19 183.19
## 2620 2620 ELECTRICA F 90.32 22 61.60 161.60
## 2621 2621 INDUSTRIAL M 89.57 22 84.86 184.86
## 2622 2622 ELECTRICA F 84.30 21 62.92 162.92
## 2623 2623 MECATRONICA M 80.97 20 80.59 180.59
## 2624 2624 ELECTRICA F 85.65 21 59.07 159.07
## 2625 2625 INFORMATICA F 88.61 22 61.59 161.59
## 2626 2626 ELECTRONICA F 91.23 23 58.23 158.23
## 2627 2627 MECATRONICA M 84.86 21 83.63 183.63
## 2628 2628 ARQUITECTURA F 83.62 20 60.30 160.30
## 2629 2629 ADMINISTRACION M 85.95 21 77.92 177.92
## 2630 2630 MECATRONICA F 88.62 22 56.50 156.50
## 2631 2631 INDUSTRIAL F 82.90 20 55.88 155.88
## 2632 2632 INDUSTRIAL M 88.95 22 83.46 183.46
## 2633 2633 INFORMATICA M 86.26 21 85.39 185.39
## 2634 2634 ELECTRONICA F 85.81 21 58.18 158.18
## 2635 2635 SISTEMAS M 86.14 21 80.17 180.17
## 2636 2636 ELECTRICA M 88.28 22 82.31 182.31
## 2637 2637 ELECTRICA M 87.54 21 78.18 178.18
## 2638 2638 ELECTRICA M 89.10 22 76.36 176.36
## 2639 2639 ARQUITECTURA M 89.23 22 81.84 181.84
## 2640 2640 INFORMATICA M 90.18 22 76.94 176.94
## 2641 2641 QUIMICA M 81.50 20 84.01 184.01
## 2642 2642 CIVIL M 86.52 21 79.54 179.54
## 2643 2643 ELECTRONICA F 86.15 21 58.90 158.90
## 2644 2644 BIOQUIMICA M 89.14 22 82.50 182.50
## 2645 2645 CIVIL F 84.92 21 59.43 159.43
## 2646 2646 ELECTRICA M 83.72 20 79.12 179.12
## 2647 2647 ELECTRICA F 86.53 21 62.28 162.28
## 2648 2648 BIOQUIMICA F 83.55 20 62.57 162.57
## 2649 2649 ELECTRICA M 85.81 21 74.46 174.46
## 2650 2650 ELECTRICA F 91.42 23 59.32 159.32
## 2651 2651 MECANICA M 90.12 22 83.19 183.19
## 2652 2652 QUIMICA F 85.71 21 58.37 158.37
## 2653 2653 QUIMICA M 82.20 20 82.99 182.99
## 2654 2654 ADMINISTRACION F 90.12 22 62.88 162.88
## 2655 2655 ADMINISTRACION F 81.48 20 57.98 157.98
## 2656 2656 INFORMATICA M 85.28 21 84.81 184.81
## 2657 2657 TIC F 87.13 21 58.41 158.41
## 2658 2658 TIC F 85.94 21 62.63 162.63
## 2659 2659 ADMINISTRACION F 85.27 21 59.17 159.17
## 2660 2660 TIC M 89.81 22 76.80 176.80
## 2661 2661 SISTEMAS M 85.03 21 84.42 184.42
## 2662 2662 ELECTRICA F 82.49 20 59.30 159.30
## 2663 2663 ARQUITECTURA F 84.31 21 57.75 157.75
## 2664 2664 SISTEMAS M 89.14 22 80.85 180.85
## 2665 2665 CIVIL M 84.40 21 80.76 180.76
## 2666 2666 BIOQUIMICA M 90.92 22 83.09 183.09
## 2667 2667 ELECTRICA F 88.93 22 62.04 162.04
## 2668 2668 MECANICA M 88.64 22 78.09 178.09
## 2669 2669 TIC F 86.83 21 59.18 159.18
## 2670 2670 BIOQUIMICA F 86.09 21 59.07 159.07
## 2671 2671 SISTEMAS M 84.99 21 78.02 178.02
## 2672 2672 BIOQUIMICA F 87.62 21 64.12 164.12
## 2673 2673 ELECTRONICA M 93.12 23 80.37 180.37
## 2674 2674 ADMINISTRACION F 83.68 20 59.69 159.69
## 2675 2675 SISTEMAS F 87.49 21 59.47 159.47
## 2676 2676 ELECTRICA F 85.43 21 59.33 159.33
## 2677 2677 INDUSTRIAL M 89.89 22 81.45 181.45
## 2678 2678 CIVIL F 89.13 22 59.98 159.98
## 2679 2679 TIC F 89.39 22 60.20 160.20
## 2680 2680 SISTEMAS M 93.81 23 77.47 177.47
## 2681 2681 ARQUITECTURA M 84.37 21 87.24 187.24
## 2682 2682 BIOQUIMICA F 86.33 21 61.40 161.40
## 2683 2683 ADMINISTRACION M 83.94 20 85.20 185.20
## 2684 2684 CIVIL M 91.61 23 77.86 177.86
## 2685 2685 INDUSTRIAL F 82.08 20 59.01 159.01
## 2686 2686 SISTEMAS M 88.99 22 79.94 179.94
## 2687 2687 ELECTRONICA M 86.38 21 78.61 178.61
## 2688 2688 TIC M 89.15 22 82.55 182.55
## 2689 2689 SISTEMAS F 87.23 21 59.89 159.89
## 2690 2690 BIOQUIMICA F 86.87 21 59.45 159.45
## 2691 2691 ELECTRICA F 84.63 21 60.57 160.57
## 2692 2692 ELECTRICA F 86.89 21 58.75 158.75
## 2693 2693 ELECTRICA M 91.32 23 82.88 182.88
## 2694 2694 ELECTRONICA F 81.65 20 63.52 163.52
## 2695 2695 ELECTRONICA F 85.60 21 56.56 156.56
## 2696 2696 ARQUITECTURA M 85.61 21 80.86 180.86
## 2697 2697 ELECTRONICA F 83.38 20 54.98 154.98
## 2698 2698 INFORMATICA M 86.00 21 85.66 185.66
## 2699 2699 ARQUITECTURA F 83.44 20 59.81 159.81
## 2700 2700 INDUSTRIAL M 86.63 21 83.94 183.94
## 2701 2701 SISTEMAS F 82.11 20 60.38 160.38
## 2702 2702 BIOQUIMICA M 84.92 21 80.00 180.00
## 2703 2703 TIC M 83.36 20 74.70 174.70
## 2704 2704 ADMINISTRACION M 80.31 19 85.01 185.01
## 2705 2705 QUIMICA F 83.31 20 60.19 160.19
## 2706 2706 ELECTRICA F 85.12 21 58.89 158.89
## 2707 2707 ADMINISTRACION M 86.98 21 78.95 178.95
## 2708 2708 QUIMICA M 88.04 22 83.03 183.03
## 2709 2709 INDUSTRIAL M 83.34 20 80.66 180.66
## 2710 2710 ADMINISTRACION M 88.97 22 79.51 179.51
## 2711 2711 SISTEMAS M 94.86 24 81.33 181.33
## 2712 2712 ADMINISTRACION M 84.17 20 85.54 185.54
## 2713 2713 BIOQUIMICA M 91.83 23 78.82 178.82
## 2714 2714 BIOQUIMICA F 83.11 20 56.07 156.07
## 2715 2715 MECANICA F 84.47 21 58.09 158.09
## 2716 2716 INFORMATICA M 89.81 22 79.45 179.45
## 2717 2717 QUIMICA F 80.62 19 56.45 156.45
## 2718 2718 TIC M 90.67 22 75.84 175.84
## 2719 2719 MECANICA M 86.80 21 79.75 179.75
## 2720 2720 INFORMATICA M 83.24 20 77.65 177.65
## 2721 2721 BIOQUIMICA M 87.09 21 82.23 182.23
## 2722 2722 MECANICA F 84.90 21 57.84 157.84
## 2723 2723 ADMINISTRACION M 88.07 22 87.30 187.30
## 2724 2724 CIVIL M 83.91 20 78.90 178.90
## 2725 2725 MECATRONICA F 87.52 21 60.71 160.71
## 2726 2726 TIC F 82.16 20 59.21 159.21
## 2727 2727 ARQUITECTURA F 92.67 23 56.95 156.95
## 2728 2728 SISTEMAS F 90.58 22 58.55 158.55
## 2729 2729 INFORMATICA M 84.13 20 84.21 184.21
## 2730 2730 TIC F 78.94 19 63.16 163.16
## 2731 2731 ARQUITECTURA M 81.62 20 79.41 179.41
## 2732 2732 BIOQUIMICA F 86.12 21 59.19 159.19
## 2733 2733 BIOQUIMICA F 86.77 21 61.76 161.76
## 2734 2734 TIC F 85.94 21 59.99 159.99
## 2735 2735 MECANICA M 86.79 21 75.91 175.91
## 2736 2736 TIC F 79.32 19 60.17 160.17
## 2737 2737 BIOQUIMICA F 85.04 21 63.28 163.28
## 2738 2738 SISTEMAS M 85.14 21 81.68 181.68
## 2739 2739 TIC F 88.50 22 61.17 161.17
## 2740 2740 ADMINISTRACION F 85.85 21 59.68 159.68
## 2741 2741 BIOQUIMICA M 85.91 21 80.87 180.87
## 2742 2742 CIVIL M 90.51 22 75.99 175.99
## 2743 2743 ELECTRONICA M 90.61 22 76.52 176.52
## 2744 2744 INFORMATICA F 89.18 22 60.88 160.88
## 2745 2745 ADMINISTRACION F 86.30 21 56.49 156.49
## 2746 2746 ARQUITECTURA M 83.95 20 81.67 181.67
## 2747 2747 MECANICA M 80.95 20 84.00 184.00
## 2748 2748 ELECTRICA M 79.24 19 86.16 186.16
## 2749 2749 ELECTRICA F 85.94 21 61.23 161.23
## 2750 2750 ADMINISTRACION F 90.74 22 60.93 160.93
## 2751 2751 INFORMATICA M 84.90 21 83.27 183.27
## 2752 2752 ELECTRICA F 90.25 22 57.61 157.61
## 2753 2753 BIOQUIMICA M 90.50 22 77.34 177.34
## 2754 2754 TIC M 83.36 20 76.35 176.35
## 2755 2755 ELECTRICA F 84.25 20 64.79 164.79
## 2756 2756 CIVIL M 88.36 22 86.57 186.57
## 2757 2757 SISTEMAS M 81.74 20 77.62 177.62
## 2758 2758 ELECTRICA F 88.83 22 59.23 159.23
## 2759 2759 ELECTRICA M 82.77 20 86.85 186.85
## 2760 2760 ELECTRONICA M 94.64 23 79.26 179.26
## 2761 2761 ARQUITECTURA M 83.98 20 80.59 180.59
## 2762 2762 ELECTRONICA M 85.38 21 76.58 176.58
## 2763 2763 ELECTRONICA F 93.42 23 59.81 159.81
## 2764 2764 QUIMICA F 83.27 20 59.77 159.77
## 2765 2765 ADMINISTRACION F 84.07 20 61.39 161.39
## 2766 2766 QUIMICA F 87.38 21 59.78 159.78
## 2767 2767 BIOQUIMICA M 85.88 21 82.34 182.34
## 2768 2768 ARQUITECTURA M 86.83 21 79.93 179.93
## 2769 2769 SISTEMAS M 91.44 23 77.03 177.03
## 2770 2770 CIVIL F 88.98 22 59.30 159.30
## 2771 2771 ELECTRONICA F 80.56 19 61.86 161.86
## 2772 2772 ARQUITECTURA M 85.35 21 78.81 178.81
## 2773 2773 ARQUITECTURA F 86.44 21 60.67 160.67
## 2774 2774 ARQUITECTURA M 87.60 21 80.83 180.83
## 2775 2775 TIC F 87.36 21 60.33 160.33
## 2776 2776 ADMINISTRACION F 85.72 21 58.82 158.82
## 2777 2777 ARQUITECTURA F 86.27 21 59.46 159.46
## 2778 2778 TIC F 86.03 21 62.11 162.11
## 2779 2779 MECATRONICA F 86.85 21 61.93 161.93
## 2780 2780 MECANICA M 82.44 20 86.06 186.06
## 2781 2781 ARQUITECTURA M 85.21 21 84.36 184.36
## 2782 2782 ELECTRICA F 84.17 20 62.99 162.99
## 2783 2783 INFORMATICA M 82.43 20 78.08 178.08
## 2784 2784 INFORMATICA F 91.75 23 63.70 163.70
## 2785 2785 TIC F 89.42 22 59.97 159.97
## 2786 2786 INFORMATICA M 87.28 21 83.39 183.39
## 2787 2787 SISTEMAS F 83.19 20 59.73 159.73
## 2788 2788 CIVIL F 85.22 21 59.20 159.20
## 2789 2789 ADMINISTRACION F 83.25 20 62.68 162.68
## 2790 2790 QUIMICA M 80.47 19 77.01 177.01
## 2791 2791 MECATRONICA M 86.70 21 77.40 177.40
## 2792 2792 BIOQUIMICA M 84.32 21 77.60 177.60
## 2793 2793 TIC F 88.62 22 62.24 162.24
## 2794 2794 INFORMATICA F 86.27 21 58.55 158.55
## 2795 2795 MECATRONICA F 85.93 21 62.70 162.70
## 2796 2796 MECATRONICA F 89.28 22 61.44 161.44
## 2797 2797 MECANICA M 83.13 20 79.93 179.93
## 2798 2798 ARQUITECTURA F 89.85 22 61.44 161.44
## 2799 2799 ARQUITECTURA F 90.12 22 58.94 158.94
## 2800 2800 INFORMATICA F 81.33 20 61.58 161.58
## 2801 2801 QUIMICA M 86.30 21 82.82 182.82
## 2802 2802 ARQUITECTURA M 81.71 20 80.61 180.61
## 2803 2803 INDUSTRIAL F 88.08 22 60.83 160.83
## 2804 2804 BIOQUIMICA M 76.69 18 79.24 179.24
## 2805 2805 QUIMICA M 82.84 20 84.20 184.20
## 2806 2806 INDUSTRIAL F 83.32 20 56.53 156.53
## 2807 2807 INFORMATICA F 86.68 21 62.04 162.04
## 2808 2808 CIVIL M 86.59 21 79.96 179.96
## 2809 2809 MECATRONICA M 82.87 20 79.51 179.51
## 2810 2810 QUIMICA M 86.19 21 80.60 180.60
## 2811 2811 ARQUITECTURA M 85.32 21 85.30 185.30
## 2812 2812 ELECTRICA M 85.97 21 76.94 176.94
## 2813 2813 ARQUITECTURA M 75.45 18 82.61 182.61
## 2814 2814 INDUSTRIAL F 82.89 20 58.20 158.20
## 2815 2815 BIOQUIMICA M 82.03 20 73.31 173.31
## 2816 2816 MECANICA M 84.82 21 82.12 182.12
## 2817 2817 ELECTRICA F 85.05 21 62.19 162.19
## 2818 2818 MECANICA M 80.53 19 76.44 176.44
## 2819 2819 INFORMATICA F 89.72 22 63.85 163.85
## 2820 2820 SISTEMAS F 83.67 20 61.17 161.17
## 2821 2821 BIOQUIMICA M 88.53 22 78.40 178.40
## 2822 2822 ELECTRONICA F 86.13 21 62.07 162.07
## 2823 2823 ADMINISTRACION F 83.49 20 58.47 158.47
## 2824 2824 BIOQUIMICA F 93.92 23 60.15 160.15
## 2825 2825 BIOQUIMICA F 90.90 22 55.72 155.72
## 2826 2826 INDUSTRIAL M 92.39 23 81.91 181.91
## 2827 2827 ELECTRONICA F 81.80 20 57.48 157.48
## 2828 2828 CIVIL F 81.22 20 61.18 161.18
## 2829 2829 QUIMICA M 80.26 19 83.91 183.91
## 2830 2830 INDUSTRIAL F 87.19 21 58.72 158.72
## 2831 2831 INFORMATICA M 85.45 21 80.51 180.51
## 2832 2832 CIVIL F 87.01 21 60.11 160.11
## 2833 2833 BIOQUIMICA M 85.19 21 83.88 183.88
## 2834 2834 MECANICA M 86.59 21 88.17 188.17
## 2835 2835 MECANICA M 79.39 19 77.04 177.04
## 2836 2836 BIOQUIMICA F 85.87 21 58.44 158.44
## 2837 2837 INDUSTRIAL M 89.31 22 86.98 186.98
## 2838 2838 MECATRONICA F 89.07 22 59.67 159.67
## 2839 2839 ELECTRONICA M 82.69 20 78.78 178.78
## 2840 2840 INDUSTRIAL F 84.33 21 53.62 153.62
## 2841 2841 ARQUITECTURA F 81.54 20 61.09 161.09
## 2842 2842 ADMINISTRACION M 88.79 22 85.74 185.74
## 2843 2843 BIOQUIMICA F 92.92 23 58.92 158.92
## 2844 2844 QUIMICA M 84.12 20 78.70 178.70
## 2845 2845 ARQUITECTURA M 85.71 21 79.76 179.76
## 2846 2846 ADMINISTRACION F 85.14 21 57.01 157.01
## 2847 2847 INDUSTRIAL F 85.84 21 54.66 154.66
## 2848 2848 MECATRONICA M 84.93 21 83.96 183.96
## 2849 2849 INDUSTRIAL F 79.90 19 63.96 163.96
## 2850 2850 CIVIL M 94.00 23 81.65 181.65
## 2851 2851 TIC M 83.35 20 76.92 176.92
## 2852 2852 TIC M 85.91 21 84.70 184.70
## 2853 2853 INFORMATICA M 88.61 22 83.89 183.89
## 2854 2854 TIC M 89.16 22 79.81 179.81
## 2855 2855 INFORMATICA F 80.77 19 58.01 158.01
## 2856 2856 QUIMICA F 86.00 21 60.66 160.66
## 2857 2857 BIOQUIMICA M 79.09 19 81.75 181.75
## 2858 2858 QUIMICA F 85.21 21 60.39 160.39
## 2859 2859 BIOQUIMICA F 85.95 21 63.86 163.86
## 2860 2860 ELECTRICA F 87.92 22 59.89 159.89
## 2861 2861 MECATRONICA M 97.16 24 71.51 171.51
## 2862 2862 TIC M 84.39 21 81.41 181.41
## 2863 2863 ELECTRICA M 80.63 19 78.03 178.03
## 2864 2864 ARQUITECTURA F 87.04 21 63.12 163.12
## 2865 2865 INFORMATICA F 79.31 19 63.17 163.17
## 2866 2866 MECANICA M 85.48 21 85.77 185.77
## 2867 2867 ARQUITECTURA F 84.56 21 58.61 158.61
## 2868 2868 ADMINISTRACION F 88.04 22 59.44 159.44
## 2869 2869 CIVIL M 90.79 22 77.94 177.94
## 2870 2870 ADMINISTRACION M 83.77 20 79.49 179.49
## 2871 2871 MECATRONICA M 83.60 20 82.85 182.85
## 2872 2872 TIC F 87.53 21 59.08 159.08
## 2873 2873 SISTEMAS F 86.06 21 61.79 161.79
## 2874 2874 ARQUITECTURA F 90.12 22 58.98 158.98
## 2875 2875 CIVIL F 88.52 22 61.73 161.73
## 2876 2876 SISTEMAS M 88.18 22 79.15 179.15
## 2877 2877 INDUSTRIAL F 80.11 19 60.84 160.84
## 2878 2878 ARQUITECTURA F 86.77 21 56.69 156.69
## 2879 2879 SISTEMAS M 87.03 21 81.40 181.40
## 2880 2880 INFORMATICA M 89.53 22 78.89 178.89
## 2881 2881 INFORMATICA M 85.42 21 77.48 177.48
## 2882 2882 ELECTRICA F 85.42 21 58.05 158.05
## 2883 2883 ARQUITECTURA F 86.60 21 58.16 158.16
## 2884 2884 BIOQUIMICA M 83.20 20 82.27 182.27
## 2885 2885 TIC M 87.60 21 72.12 172.12
## 2886 2886 CIVIL M 90.38 22 78.15 178.15
## 2887 2887 QUIMICA F 81.05 20 64.28 164.28
## 2888 2888 ADMINISTRACION F 89.92 22 62.64 162.64
## 2889 2889 SISTEMAS M 89.42 22 78.05 178.05
## 2890 2890 TIC F 85.96 21 58.62 158.62
## 2891 2891 ELECTRONICA M 84.48 21 76.43 176.43
## 2892 2892 ADMINISTRACION F 87.02 21 58.14 158.14
## 2893 2893 BIOQUIMICA F 84.41 21 59.18 159.18
## 2894 2894 MECANICA M 86.25 21 80.20 180.20
## 2895 2895 BIOQUIMICA M 92.64 23 84.51 184.51
## 2896 2896 MECATRONICA F 80.93 20 62.40 162.40
## 2897 2897 INFORMATICA F 84.36 21 63.52 163.52
## 2898 2898 QUIMICA F 85.43 21 57.98 157.98
## 2899 2899 INFORMATICA M 86.91 21 78.99 178.99
## 2900 2900 ARQUITECTURA M 82.15 20 81.50 181.50
## 2901 2901 INFORMATICA M 89.55 22 75.74 175.74
## 2902 2902 ARQUITECTURA M 82.01 20 79.66 179.66
## 2903 2903 MECATRONICA F 89.48 22 60.09 160.09
## 2904 2904 ARQUITECTURA F 88.78 22 60.03 160.03
## 2905 2905 SISTEMAS F 88.35 22 67.51 167.51
## 2906 2906 MECATRONICA F 86.57 21 64.24 164.24
## 2907 2907 ELECTRONICA M 86.50 21 81.95 181.95
## 2908 2908 ELECTRICA F 84.12 20 59.03 159.03
## 2909 2909 SISTEMAS M 88.18 22 83.18 183.18
## 2910 2910 ELECTRICA M 88.60 22 76.36 176.36
## 2911 2911 ELECTRICA F 87.57 21 58.75 158.75
## 2912 2912 SISTEMAS F 85.13 21 59.15 159.15
## 2913 2913 INDUSTRIAL F 85.45 21 55.25 155.25
## 2914 2914 ELECTRICA M 90.87 22 77.52 177.52
## 2915 2915 SISTEMAS F 89.07 22 60.10 160.10
## 2916 2916 CIVIL M 85.11 21 77.26 177.26
## 2917 2917 MECANICA F 87.90 22 56.95 156.95
## 2918 2918 INDUSTRIAL M 82.87 20 82.90 182.90
## 2919 2919 QUIMICA M 92.69 23 82.06 182.06
## 2920 2920 ELECTRONICA M 81.09 20 82.25 182.25
## 2921 2921 CIVIL F 87.67 21 63.45 163.45
## 2922 2922 MECATRONICA M 86.70 21 75.99 175.99
## 2923 2923 ELECTRICA M 79.65 19 77.20 177.20
## 2924 2924 MECATRONICA M 81.60 20 82.40 182.40
## 2925 2925 ARQUITECTURA M 93.69 23 83.82 183.82
## 2926 2926 BIOQUIMICA M 87.38 21 80.03 180.03
## 2927 2927 SISTEMAS M 87.37 21 81.01 181.01
## 2928 2928 QUIMICA F 87.95 22 59.96 159.96
## 2929 2929 INFORMATICA M 81.62 20 81.37 181.37
## 2930 2930 TIC F 81.00 20 60.62 160.62
## 2931 2931 TIC M 87.09 21 79.97 179.97
## 2932 2932 MECANICA F 86.96 21 57.43 157.43
## 2933 2933 TIC M 84.56 21 80.39 180.39
## 2934 2934 MECANICA F 85.26 21 56.22 156.22
## 2935 2935 QUIMICA F 87.15 21 57.64 157.64
## 2936 2936 ADMINISTRACION F 91.85 23 60.62 160.62
## 2937 2937 ELECTRICA F 87.45 21 61.95 161.95
## 2938 2938 ELECTRONICA F 84.77 21 60.50 160.50
## 2939 2939 INFORMATICA M 85.45 21 74.67 174.67
## 2940 2940 ELECTRICA M 90.82 22 77.88 177.88
## 2941 2941 TIC F 82.76 20 59.80 159.80
## 2942 2942 ARQUITECTURA M 78.86 19 78.98 178.98
## 2943 2943 MECANICA M 87.65 21 79.53 179.53
## 2944 2944 CIVIL M 81.12 20 79.26 179.26
## 2945 2945 MECATRONICA F 84.93 21 59.62 159.62
## 2946 2946 MECANICA M 88.89 22 78.21 178.21
## 2947 2947 QUIMICA F 83.26 20 58.75 158.75
## 2948 2948 ARQUITECTURA F 86.87 21 58.64 158.64
## 2949 2949 MECANICA F 81.93 20 62.35 162.35
## 2950 2950 ELECTRICA F 89.22 22 61.91 161.91
## 2951 2951 ELECTRONICA F 93.96 23 58.14 158.14
## 2952 2952 MECATRONICA M 83.16 20 81.82 181.82
## 2953 2953 TIC F 86.41 21 59.42 159.42
## 2954 2954 MECATRONICA M 81.27 20 76.42 176.42
## 2955 2955 MECATRONICA M 88.32 22 81.70 181.70
## 2956 2956 BIOQUIMICA M 78.28 19 78.58 178.58
## 2957 2957 MECANICA M 85.96 21 80.49 180.49
## 2958 2958 TIC F 90.11 22 59.05 159.05
## 2959 2959 INDUSTRIAL F 83.49 20 59.72 159.72
## 2960 2960 ELECTRICA M 88.68 22 83.42 183.42
## 2961 2961 SISTEMAS F 80.75 19 65.46 165.46
## 2962 2962 BIOQUIMICA F 82.80 20 60.57 160.57
## 2963 2963 BIOQUIMICA M 86.21 21 84.61 184.61
## 2964 2964 ARQUITECTURA M 86.54 21 78.77 178.77
## 2965 2965 INFORMATICA M 82.49 20 78.72 178.72
## 2966 2966 SISTEMAS F 84.70 21 57.17 157.17
## 2967 2967 MECATRONICA M 84.22 20 76.33 176.33
## 2968 2968 CIVIL M 85.11 21 79.99 179.99
## 2969 2969 QUIMICA M 83.89 20 85.56 185.56
## 2970 2970 CIVIL F 83.47 20 61.47 161.47
## 2971 2971 ELECTRONICA M 85.64 21 79.67 179.67
## 2972 2972 CIVIL F 85.02 21 60.02 160.02
## 2973 2973 ADMINISTRACION F 85.62 21 61.68 161.68
## 2974 2974 ELECTRICA M 81.71 20 76.43 176.43
## 2975 2975 INFORMATICA F 81.41 20 61.18 161.18
## 2976 2976 BIOQUIMICA M 96.00 24 71.50 171.50
## 2977 2977 ELECTRONICA M 83.96 20 80.46 180.46
## 2978 2978 ELECTRICA M 84.24 20 81.04 181.04
## 2979 2979 ELECTRONICA M 79.84 19 81.72 181.72
## 2980 2980 ELECTRICA M 89.00 22 76.78 176.78
## 2981 2981 TIC M 88.27 22 79.94 179.94
## 2982 2982 CIVIL M 86.87 21 83.23 183.23
## 2983 2983 INDUSTRIAL F 83.98 20 61.37 161.37
## 2984 2984 ARQUITECTURA M 81.17 20 82.81 182.81
## 2985 2985 TIC M 80.23 19 80.09 180.09
## 2986 2986 MECANICA F 83.53 20 63.62 163.62
## 2987 2987 ELECTRICA M 84.52 21 81.44 181.44
## 2988 2988 CIVIL F 87.90 22 59.26 159.26
## 2989 2989 MECANICA F 88.77 22 58.91 158.91
## 2990 2990 INFORMATICA F 90.09 22 59.89 159.89
## 2991 2991 TIC M 87.18 21 75.81 175.81
## 2992 2992 BIOQUIMICA F 87.63 21 56.84 156.84
## 2993 2993 ELECTRONICA M 81.34 20 79.87 179.87
## 2994 2994 INDUSTRIAL M 89.83 22 79.74 179.74
## 2995 2995 QUIMICA M 84.70 21 77.92 177.92
## 2996 2996 ARQUITECTURA M 80.88 20 82.57 182.57
## 2997 2997 MECANICA F 86.25 21 59.67 159.67
## 2998 2998 ELECTRONICA M 79.40 19 73.33 173.33
## 2999 2999 TIC F 92.21 23 54.99 154.99
## 3000 3000 CIVIL F 81.40 20 61.50 161.50
## 3001 3001 QUIMICA F 86.26 21 58.26 158.26
## 3002 3002 INFORMATICA F 83.36 20 60.89 160.89
## 3003 3003 ADMINISTRACION F 83.13 20 58.45 158.45
## 3004 3004 ELECTRONICA F 83.37 20 59.44 159.44
## 3005 3005 ELECTRICA M 80.62 19 76.55 176.55
## 3006 3006 ARQUITECTURA M 80.38 19 78.40 178.40
## 3007 3007 ARQUITECTURA F 84.93 21 62.64 162.64
## 3008 3008 ADMINISTRACION F 87.50 21 62.65 162.65
## 3009 3009 SISTEMAS F 83.34 20 59.51 159.51
## 3010 3010 BIOQUIMICA M 86.60 21 78.96 178.96
## 3011 3011 INFORMATICA F 83.65 20 58.89 158.89
## 3012 3012 CIVIL M 83.90 20 79.70 179.70
## 3013 3013 MECATRONICA F 87.47 21 58.34 158.34
## 3014 3014 SISTEMAS M 82.83 20 83.14 183.14
## 3015 3015 TIC F 83.73 20 60.00 160.00
## 3016 3016 ELECTRICA M 87.07 21 85.25 185.25
## 3017 3017 INFORMATICA M 88.95 22 78.77 178.77
## 3018 3018 ADMINISTRACION M 93.00 23 80.81 180.81
## 3019 3019 MECANICA M 81.53 20 82.35 182.35
## 3020 3020 TIC M 88.32 22 80.15 180.15
## 3021 3021 QUIMICA F 85.14 21 58.53 158.53
## 3022 3022 BIOQUIMICA F 80.62 19 58.59 158.59
## 3023 3023 QUIMICA M 89.87 22 83.76 183.76
## 3024 3024 QUIMICA F 90.94 22 62.56 162.56
## 3025 3025 CIVIL F 89.45 22 61.20 161.20
## 3026 3026 INDUSTRIAL F 88.91 22 61.35 161.35
## 3027 3027 ELECTRICA M 87.21 21 78.69 178.69
## 3028 3028 ELECTRICA M 83.48 20 76.39 176.39
## 3029 3029 INFORMATICA M 81.44 20 75.25 175.25
## 3030 3030 ELECTRONICA F 86.97 21 63.12 163.12
## 3031 3031 ELECTRICA F 88.64 22 58.57 158.57
## 3032 3032 ELECTRONICA M 87.94 22 78.01 178.01
## 3033 3033 TIC M 82.84 20 82.65 182.65
## 3034 3034 MECATRONICA M 85.77 21 78.62 178.62
## 3035 3035 SISTEMAS F 83.44 20 59.75 159.75
## 3036 3036 ELECTRONICA F 83.70 20 57.44 157.44
## 3037 3037 MECATRONICA M 78.70 19 78.56 178.56
## 3038 3038 TIC M 88.17 22 77.95 177.95
## 3039 3039 ARQUITECTURA F 87.83 22 61.60 161.60
## 3040 3040 BIOQUIMICA F 85.98 21 57.84 157.84
## 3041 3041 MECATRONICA F 92.86 23 61.18 161.18
## 3042 3042 QUIMICA M 85.62 21 83.24 183.24
## 3043 3043 MECANICA F 84.94 21 61.30 161.30
## 3044 3044 INFORMATICA M 91.70 23 77.26 177.26
## 3045 3045 QUIMICA F 89.74 22 62.15 162.15
## 3046 3046 BIOQUIMICA M 88.42 22 77.92 177.92
## 3047 3047 ELECTRONICA M 86.53 21 82.62 182.62
## 3048 3048 ELECTRICA M 83.23 20 76.76 176.76
## 3049 3049 CIVIL M 81.45 20 84.75 184.75
## 3050 3050 MECATRONICA M 89.83 22 84.33 184.33
## 3051 3051 ADMINISTRACION F 84.71 21 58.52 158.52
## 3052 3052 TIC M 82.52 20 84.01 184.01
## 3053 3053 ELECTRONICA F 90.55 22 57.74 157.74
## 3054 3054 ELECTRICA F 84.03 20 58.72 158.72
## 3055 3055 SISTEMAS M 86.21 21 81.01 181.01
## 3056 3056 CIVIL F 85.60 21 55.89 155.89
## 3057 3057 TIC M 86.27 21 81.12 181.12
## 3058 3058 TIC M 89.02 22 76.32 176.32
## 3059 3059 ELECTRICA M 85.82 21 79.20 179.20
## 3060 3060 SISTEMAS M 86.47 21 75.21 175.21
## 3061 3061 ELECTRICA M 89.52 22 81.05 181.05
## 3062 3062 BIOQUIMICA M 82.29 20 82.74 182.74
## 3063 3063 INFORMATICA M 89.28 22 78.26 178.26
## 3064 3064 MECANICA F 88.81 22 59.77 159.77
## 3065 3065 INDUSTRIAL M 94.78 24 75.72 175.72
## 3066 3066 ELECTRICA F 84.86 21 64.13 164.13
## 3067 3067 ARQUITECTURA F 87.28 21 59.45 159.45
## 3068 3068 ARQUITECTURA F 83.75 20 61.66 161.66
## 3069 3069 MECANICA F 89.77 22 62.14 162.14
## 3070 3070 BIOQUIMICA F 80.24 19 56.44 156.44
## 3071 3071 MECANICA M 90.16 22 82.15 182.15
## 3072 3072 TIC F 90.28 22 61.17 161.17
## 3073 3073 CIVIL M 85.31 21 79.63 179.63
## 3074 3074 CIVIL M 77.62 19 87.34 187.34
## 3075 3075 ADMINISTRACION F 86.31 21 62.98 162.98
## 3076 3076 SISTEMAS F 84.75 21 59.82 159.82
## 3077 3077 TIC F 88.94 22 58.60 158.60
## 3078 3078 INDUSTRIAL M 79.81 19 76.88 176.88
## 3079 3079 INDUSTRIAL F 82.61 20 59.05 159.05
## 3080 3080 ELECTRONICA M 85.32 21 83.39 183.39
## 3081 3081 ELECTRICA F 86.77 21 61.47 161.47
## 3082 3082 CIVIL F 78.26 19 62.63 162.63
## 3083 3083 MECATRONICA F 88.19 22 65.99 165.99
## 3084 3084 INDUSTRIAL M 90.30 22 85.54 185.54
## 3085 3085 BIOQUIMICA M 89.05 22 82.14 182.14
## 3086 3086 ARQUITECTURA F 85.22 21 62.13 162.13
## 3087 3087 ELECTRONICA M 83.03 20 83.07 183.07
## 3088 3088 INFORMATICA F 87.14 21 64.49 164.49
## 3089 3089 TIC F 90.52 22 59.50 159.50
## 3090 3090 QUIMICA M 88.83 22 80.55 180.55
## 3091 3091 TIC F 82.58 20 61.11 161.11
## 3092 3092 INDUSTRIAL M 84.44 21 87.24 187.24
## 3093 3093 ELECTRICA F 83.54 20 57.25 157.25
## 3094 3094 ELECTRONICA M 84.44 21 76.32 176.32
## 3095 3095 BIOQUIMICA M 88.05 22 77.31 177.31
## 3096 3096 SISTEMAS F 80.16 19 58.77 158.77
## 3097 3097 ELECTRICA F 84.82 21 58.79 158.79
## 3098 3098 MECANICA F 86.21 21 58.41 158.41
## 3099 3099 MECANICA M 85.77 21 79.90 179.90
## 3100 3100 ELECTRONICA F 89.13 22 58.82 158.82
## 3101 3101 MECATRONICA M 87.69 21 78.84 178.84
## 3102 3102 QUIMICA F 82.36 20 59.83 159.83
## 3103 3103 ELECTRICA F 79.51 19 60.95 160.95
## 3104 3104 TIC M 91.70 23 78.79 178.79
## 3105 3105 SISTEMAS M 87.46 21 84.45 184.45
## 3106 3106 ARQUITECTURA F 84.58 21 61.02 161.02
## 3107 3107 BIOQUIMICA M 79.86 19 83.12 183.12
## 3108 3108 ADMINISTRACION F 89.36 22 60.55 160.55
## 3109 3109 INFORMATICA F 82.91 20 59.78 159.78
## 3110 3110 INFORMATICA M 89.24 22 84.63 184.63
## 3111 3111 ADMINISTRACION M 86.40 21 83.40 183.40
## 3112 3112 CIVIL F 84.47 21 59.26 159.26
## 3113 3113 SISTEMAS F 85.53 21 59.67 159.67
## 3114 3114 BIOQUIMICA M 83.78 20 80.33 180.33
## 3115 3115 INDUSTRIAL M 84.70 21 75.80 175.80
## 3116 3116 SISTEMAS F 88.06 22 56.82 156.82
## 3117 3117 ADMINISTRACION F 90.35 22 61.26 161.26
## 3118 3118 INFORMATICA F 82.45 20 59.38 159.38
## 3119 3119 ADMINISTRACION M 91.17 22 74.62 174.62
## 3120 3120 CIVIL M 85.50 21 83.70 183.70
## 3121 3121 ADMINISTRACION M 82.98 20 83.78 183.78
## 3122 3122 QUIMICA F 83.21 20 60.55 160.55
## 3123 3123 SISTEMAS M 85.04 21 74.69 174.69
## 3124 3124 ARQUITECTURA F 85.11 21 58.75 158.75
## 3125 3125 INFORMATICA M 84.57 21 77.46 177.46
## 3126 3126 SISTEMAS M 83.33 20 78.74 178.74
## 3127 3127 SISTEMAS M 85.90 21 83.15 183.15
## 3128 3128 INDUSTRIAL M 84.71 21 75.53 175.53
## 3129 3129 ADMINISTRACION F 87.10 21 61.80 161.80
## 3130 3130 ELECTRONICA F 88.03 22 60.47 160.47
## 3131 3131 BIOQUIMICA F 87.08 21 57.80 157.80
## 3132 3132 ELECTRICA F 78.38 19 57.41 157.41
## 3133 3133 CIVIL F 87.85 22 59.84 159.84
## 3134 3134 INDUSTRIAL M 94.56 23 82.85 182.85
## 3135 3135 ELECTRONICA F 86.91 21 58.80 158.80
## 3136 3136 ELECTRONICA F 88.99 22 58.28 158.28
## 3137 3137 ELECTRICA M 90.59 22 75.83 175.83
## 3138 3138 ELECTRICA M 82.48 20 75.37 175.37
## 3139 3139 INFORMATICA F 85.29 21 54.10 154.10
## 3140 3140 MECANICA M 93.22 23 80.61 180.61
## 3141 3141 CIVIL F 82.36 20 61.34 161.34
## 3142 3142 MECATRONICA F 80.68 19 60.11 160.11
## 3143 3143 BIOQUIMICA F 93.86 23 61.91 161.91
## 3144 3144 SISTEMAS F 88.94 22 61.87 161.87
## 3145 3145 ARQUITECTURA F 85.92 21 58.94 158.94
## 3146 3146 ADMINISTRACION M 84.54 21 79.53 179.53
## 3147 3147 CIVIL M 88.27 22 76.69 176.69
## 3148 3148 ARQUITECTURA M 86.79 21 78.84 178.84
## 3149 3149 BIOQUIMICA F 83.58 20 61.75 161.75
## 3150 3150 MECATRONICA M 86.54 21 81.25 181.25
## 3151 3151 INDUSTRIAL M 82.40 20 73.82 173.82
## 3152 3152 CIVIL F 92.20 23 61.82 161.82
## 3153 3153 ELECTRICA F 88.20 22 60.33 160.33
## 3154 3154 CIVIL F 86.59 21 62.43 162.43
## 3155 3155 SISTEMAS F 86.04 21 59.58 159.58
## 3156 3156 SISTEMAS M 87.55 21 78.68 178.68
## 3157 3157 INDUSTRIAL M 91.80 23 79.10 179.10
## 3158 3158 ADMINISTRACION M 84.29 21 75.53 175.53
## 3159 3159 ELECTRONICA M 86.57 21 77.74 177.74
## 3160 3160 ELECTRONICA F 87.92 22 63.73 163.73
## 3161 3161 BIOQUIMICA F 82.43 20 58.07 158.07
## 3162 3162 ELECTRONICA M 89.41 22 81.07 181.07
## 3163 3163 QUIMICA F 89.38 22 58.18 158.18
## 3164 3164 MECATRONICA M 91.17 22 83.55 183.55
## 3165 3165 SISTEMAS F 83.38 20 60.15 160.15
## 3166 3166 CIVIL F 86.76 21 60.99 160.99
## 3167 3167 INDUSTRIAL F 83.95 20 60.98 160.98
## 3168 3168 MECATRONICA F 87.96 22 62.79 162.79
## 3169 3169 ELECTRONICA F 77.54 19 60.39 160.39
## 3170 3170 ELECTRONICA M 85.14 21 82.63 182.63
## 3171 3171 BIOQUIMICA F 86.96 21 63.59 163.59
## 3172 3172 SISTEMAS M 83.67 20 84.23 184.23
## 3173 3173 SISTEMAS M 82.10 20 75.58 175.58
## 3174 3174 ELECTRONICA F 85.23 21 57.53 157.53
## 3175 3175 ADMINISTRACION M 85.11 21 81.09 181.09
## 3176 3176 MECATRONICA M 82.31 20 77.50 177.50
## 3177 3177 MECANICA M 91.47 23 76.85 176.85
## 3178 3178 MECANICA F 84.18 20 60.41 160.41
## 3179 3179 BIOQUIMICA M 78.64 19 78.07 178.07
## 3180 3180 QUIMICA M 83.80 20 83.25 183.25
## 3181 3181 BIOQUIMICA F 83.46 20 56.20 156.20
## 3182 3182 ELECTRICA M 85.63 21 79.75 179.75
## 3183 3183 BIOQUIMICA F 89.01 22 58.05 158.05
## 3184 3184 MECATRONICA M 87.91 22 80.03 180.03
## 3185 3185 SISTEMAS F 90.86 22 56.42 156.42
## 3186 3186 QUIMICA M 80.71 19 79.14 179.14
## 3187 3187 MECATRONICA M 85.96 21 82.16 182.16
## 3188 3188 INDUSTRIAL F 83.18 20 62.24 162.24
## 3189 3189 INFORMATICA M 83.55 20 81.99 181.99
## 3190 3190 MECATRONICA M 84.37 21 82.48 182.48
## 3191 3191 ADMINISTRACION F 85.36 21 59.64 159.64
## 3192 3192 ELECTRICA M 82.58 20 80.91 180.91
## 3193 3193 CIVIL M 92.90 23 81.44 181.44
## 3194 3194 MECATRONICA M 93.07 23 85.88 185.88
## 3195 3195 ADMINISTRACION M 85.92 21 76.86 176.86
## 3196 3196 ADMINISTRACION M 85.68 21 73.56 173.56
## 3197 3197 SISTEMAS M 87.77 22 82.52 182.52
## 3198 3198 MECANICA F 87.42 21 58.35 158.35
## 3199 3199 MECANICA M 94.03 23 79.07 179.07
## 3200 3200 INFORMATICA F 85.85 21 62.36 162.36
## 3201 3201 QUIMICA M 85.01 21 85.60 185.60
## 3202 3202 ARQUITECTURA M 85.83 21 83.07 183.07
## 3203 3203 ARQUITECTURA F 81.81 20 65.12 165.12
## 3204 3204 SISTEMAS F 87.68 21 60.78 160.78
## 3205 3205 SISTEMAS F 94.40 23 60.88 160.88
## 3206 3206 TIC M 92.04 23 76.69 176.69
## 3207 3207 ELECTRICA F 86.36 21 57.86 157.86
## 3208 3208 INDUSTRIAL F 85.44 21 61.02 161.02
## 3209 3209 QUIMICA M 85.21 21 84.80 184.80
## 3210 3210 MECANICA F 86.51 21 58.72 158.72
## 3211 3211 CIVIL M 90.48 22 80.46 180.46
## 3212 3212 CIVIL F 88.12 22 57.59 157.59
## 3213 3213 INFORMATICA F 86.96 21 59.47 159.47
## 3214 3214 INFORMATICA F 85.87 21 62.80 162.80
## 3215 3215 ARQUITECTURA M 86.10 21 79.02 179.02
## 3216 3216 INFORMATICA M 87.27 21 82.58 182.58
## 3217 3217 ADMINISTRACION M 81.49 20 90.66 190.66
## 3218 3218 ADMINISTRACION M 79.87 19 73.27 173.27
## 3219 3219 INFORMATICA M 79.96 19 83.61 183.61
## 3220 3220 INFORMATICA M 87.16 21 80.05 180.05
## 3221 3221 INDUSTRIAL M 87.27 21 79.06 179.06
## 3222 3222 ADMINISTRACION F 80.72 19 61.36 161.36
## 3223 3223 ELECTRICA F 93.30 23 56.48 156.48
## 3224 3224 INFORMATICA F 90.22 22 60.83 160.83
## 3225 3225 TIC F 80.90 20 61.96 161.96
## 3226 3226 INFORMATICA M 85.43 21 76.03 176.03
## 3227 3227 BIOQUIMICA F 86.89 21 61.49 161.49
## 3228 3228 ARQUITECTURA F 87.14 21 58.94 158.94
## 3229 3229 TIC M 86.27 21 79.27 179.27
## 3230 3230 ADMINISTRACION M 85.44 21 79.30 179.30
## 3231 3231 INDUSTRIAL F 89.30 22 60.41 160.41
## 3232 3232 TIC M 91.41 23 79.86 179.86
## 3233 3233 CIVIL M 90.74 22 82.04 182.04
## 3234 3234 BIOQUIMICA M 85.94 21 76.24 176.24
## 3235 3235 MECATRONICA M 95.72 24 81.47 181.47
## 3236 3236 MECANICA M 83.76 20 84.87 184.87
## 3237 3237 ARQUITECTURA M 86.51 21 81.95 181.95
## 3238 3238 MECANICA M 85.01 21 79.41 179.41
## 3239 3239 QUIMICA F 84.75 21 58.49 158.49
## 3240 3240 INFORMATICA M 85.66 21 79.53 179.53
## 3241 3241 ADMINISTRACION M 90.52 22 79.82 179.82
## 3242 3242 SISTEMAS F 90.98 22 58.38 158.38
## 3243 3243 TIC F 87.31 21 61.55 161.55
## 3244 3244 INFORMATICA F 87.65 21 59.79 159.79
## 3245 3245 MECATRONICA F 89.45 22 59.84 159.84
## 3246 3246 BIOQUIMICA F 88.65 22 58.27 158.27
## 3247 3247 INDUSTRIAL F 91.53 23 62.71 162.71
## 3248 3248 ADMINISTRACION F 91.44 23 58.18 158.18
## 3249 3249 ELECTRICA M 94.58 23 79.02 179.02
## 3250 3250 BIOQUIMICA M 87.09 21 76.91 176.91
## 3251 3251 SISTEMAS M 84.23 20 76.74 176.74
## 3252 3252 ELECTRONICA M 89.45 22 80.00 180.00
## 3253 3253 BIOQUIMICA F 85.81 21 60.91 160.91
## 3254 3254 MECANICA F 94.90 24 64.25 164.25
## 3255 3255 ELECTRICA M 84.31 21 75.99 175.99
## 3256 3256 ELECTRICA M 89.94 22 77.94 177.94
## 3257 3257 CIVIL M 82.44 20 74.43 174.43
## 3258 3258 ELECTRICA F 84.07 20 61.86 161.86
## 3259 3259 INDUSTRIAL M 87.00 21 80.25 180.25
## 3260 3260 SISTEMAS M 86.97 21 73.59 173.59
## 3261 3261 QUIMICA M 89.22 22 78.26 178.26
## 3262 3262 INFORMATICA F 89.52 22 61.57 161.57
## 3263 3263 MECANICA F 79.72 19 62.37 162.37
## 3264 3264 ADMINISTRACION M 91.78 23 86.91 186.91
## 3265 3265 ADMINISTRACION M 86.44 21 78.35 178.35
## 3266 3266 MECATRONICA M 88.18 22 82.21 182.21
## 3267 3267 SISTEMAS F 85.79 21 59.68 159.68
## 3268 3268 QUIMICA F 85.16 21 62.21 162.21
## 3269 3269 ELECTRICA F 88.29 22 61.92 161.92
## 3270 3270 SISTEMAS F 87.29 21 63.08 163.08
## 3271 3271 INDUSTRIAL M 89.20 22 81.81 181.81
## 3272 3272 CIVIL M 91.59 23 83.19 183.19
## 3273 3273 BIOQUIMICA M 88.84 22 75.46 175.46
## 3274 3274 INFORMATICA M 88.02 22 83.30 183.30
## 3275 3275 ELECTRONICA F 85.95 21 58.99 158.99
## 3276 3276 INFORMATICA F 91.04 22 61.98 161.98
## 3277 3277 ELECTRONICA F 82.31 20 62.46 162.46
## 3278 3278 BIOQUIMICA M 85.24 21 80.07 180.07
## 3279 3279 SISTEMAS M 88.75 22 78.47 178.47
## 3280 3280 ELECTRONICA M 84.14 20 79.43 179.43
## 3281 3281 CIVIL F 91.16 22 58.67 158.67
## 3282 3282 MECANICA F 88.42 22 61.89 161.89
## 3283 3283 MECATRONICA M 81.47 20 77.31 177.31
## 3284 3284 BIOQUIMICA M 85.76 21 78.90 178.90
## 3285 3285 MECATRONICA M 89.08 22 75.51 175.51
## 3286 3286 ELECTRICA M 77.12 18 81.71 181.71
## 3287 3287 ARQUITECTURA M 86.69 21 82.58 182.58
## 3288 3288 INDUSTRIAL F 85.35 21 61.58 161.58
## 3289 3289 INDUSTRIAL F 84.40 21 60.59 160.59
## 3290 3290 BIOQUIMICA M 91.16 22 83.35 183.35
## 3291 3291 ADMINISTRACION F 84.66 21 56.40 156.40
## 3292 3292 MECANICA F 91.14 22 56.62 156.62
## 3293 3293 TIC M 86.74 21 78.40 178.40
## 3294 3294 ADMINISTRACION M 83.78 20 79.11 179.11
## 3295 3295 MECANICA M 88.89 22 80.12 180.12
## 3296 3296 ELECTRICA M 83.42 20 85.17 185.17
## 3297 3297 MECATRONICA F 81.36 20 57.23 157.23
## 3298 3298 INDUSTRIAL F 83.13 20 60.65 160.65
## 3299 3299 INDUSTRIAL M 93.15 23 82.39 182.39
## 3300 3300 INDUSTRIAL M 80.98 20 76.64 176.64
## 3301 3301 SISTEMAS F 90.07 22 62.86 162.86
## 3302 3302 BIOQUIMICA F 82.32 20 60.97 160.97
## 3303 3303 QUIMICA M 83.44 20 76.76 176.76
## 3304 3304 ELECTRONICA M 92.01 23 75.33 175.33
## 3305 3305 ELECTRONICA F 86.73 21 59.27 159.27
## 3306 3306 MECANICA F 87.82 22 55.41 155.41
## 3307 3307 SISTEMAS M 81.44 20 79.73 179.73
## 3308 3308 INDUSTRIAL F 86.68 21 58.15 158.15
## 3309 3309 BIOQUIMICA M 81.50 20 76.46 176.46
## 3310 3310 INFORMATICA M 77.13 18 80.71 180.71
## 3311 3311 ELECTRONICA M 87.42 21 81.02 181.02
## 3312 3312 BIOQUIMICA M 83.63 20 81.87 181.87
## 3313 3313 SISTEMAS F 77.99 19 56.35 156.35
## 3314 3314 MECATRONICA M 87.10 21 86.71 186.71
## 3315 3315 SISTEMAS F 81.68 20 63.98 163.98
## 3316 3316 SISTEMAS M 87.24 21 78.11 178.11
## 3317 3317 CIVIL M 83.90 20 83.99 183.99
## 3318 3318 TIC F 91.92 23 60.62 160.62
## 3319 3319 MECANICA F 89.34 22 60.55 160.55
## 3320 3320 INFORMATICA M 83.75 20 79.97 179.97
## 3321 3321 CIVIL M 90.30 22 81.38 181.38
## 3322 3322 CIVIL M 81.66 20 81.99 181.99
## 3323 3323 ELECTRICA F 85.24 21 61.77 161.77
## 3324 3324 SISTEMAS F 83.76 20 60.31 160.31
## 3325 3325 ELECTRONICA F 88.25 22 61.37 161.37
## 3326 3326 INFORMATICA F 84.09 20 59.03 159.03
## 3327 3327 SISTEMAS F 87.36 21 59.71 159.71
## 3328 3328 ADMINISTRACION F 78.15 19 59.56 159.56
## 3329 3329 TIC F 85.82 21 59.35 159.35
## 3330 3330 CIVIL M 89.23 22 85.09 185.09
## 3331 3331 ELECTRICA M 89.43 22 82.07 182.07
## 3332 3332 ELECTRONICA F 86.37 21 61.20 161.20
## 3333 3333 ELECTRICA M 88.84 22 79.08 179.08
## 3334 3334 SISTEMAS F 87.11 21 57.78 157.78
## 3335 3335 ELECTRICA F 88.87 22 56.27 156.27
## 3336 3336 QUIMICA M 87.69 21 77.98 177.98
## 3337 3337 ARQUITECTURA M 83.30 20 77.09 177.09
## 3338 3338 TIC M 81.76 20 83.77 183.77
## 3339 3339 ELECTRONICA F 87.91 22 59.31 159.31
## 3340 3340 SISTEMAS M 88.03 22 82.85 182.85
## 3341 3341 SISTEMAS F 84.97 21 60.54 160.54
## 3342 3342 ADMINISTRACION F 87.05 21 62.11 162.11
## 3343 3343 INDUSTRIAL M 86.33 21 80.35 180.35
## 3344 3344 INFORMATICA M 87.11 21 76.85 176.85
## 3345 3345 MECATRONICA F 87.38 21 59.40 159.40
## 3346 3346 ELECTRICA F 84.82 21 60.64 160.64
## 3347 3347 ARQUITECTURA M 79.73 19 79.27 179.27
## 3348 3348 TIC F 86.47 21 62.17 162.17
## 3349 3349 ADMINISTRACION F 84.64 21 61.06 161.06
## 3350 3350 BIOQUIMICA F 86.20 21 58.25 158.25
## 3351 3351 QUIMICA F 80.28 19 57.92 157.92
## 3352 3352 INDUSTRIAL F 81.86 20 62.51 162.51
## 3353 3353 MECANICA F 83.98 20 60.43 160.43
## 3354 3354 INFORMATICA M 83.31 20 82.77 182.77
## 3355 3355 QUIMICA M 85.01 21 80.04 180.04
## 3356 3356 SISTEMAS M 85.88 21 79.95 179.95
## 3357 3357 CIVIL M 83.06 20 78.70 178.70
## 3358 3358 ADMINISTRACION F 87.47 21 57.71 157.71
## 3359 3359 CIVIL F 87.38 21 59.45 159.45
## 3360 3360 MECATRONICA M 89.58 22 80.16 180.16
## 3361 3361 INDUSTRIAL M 87.10 21 77.96 177.96
## 3362 3362 MECATRONICA F 83.51 20 61.91 161.91
## 3363 3363 CIVIL M 85.29 21 81.12 181.12
## 3364 3364 ELECTRICA F 83.10 20 61.36 161.36
## 3365 3365 SISTEMAS M 89.21 22 75.47 175.47
## 3366 3366 ARQUITECTURA M 85.31 21 81.86 181.86
## 3367 3367 SISTEMAS M 85.58 21 79.20 179.20
## 3368 3368 MECATRONICA F 89.16 22 61.63 161.63
## 3369 3369 CIVIL M 85.85 21 75.07 175.07
## 3370 3370 SISTEMAS F 83.43 20 59.83 159.83
## 3371 3371 ELECTRICA F 89.84 22 60.41 160.41
## 3372 3372 ELECTRICA M 89.09 22 85.95 185.95
## 3373 3373 CIVIL M 82.07 20 77.65 177.65
## 3374 3374 ELECTRONICA F 88.73 22 61.56 161.56
## 3375 3375 ADMINISTRACION M 85.77 21 79.43 179.43
## 3376 3376 ELECTRICA F 82.80 20 60.75 160.75
## 3377 3377 ARQUITECTURA F 88.63 22 62.39 162.39
## 3378 3378 ARQUITECTURA M 92.03 23 77.83 177.83
## 3379 3379 INFORMATICA M 85.56 21 81.81 181.81
## 3380 3380 ARQUITECTURA M 83.28 20 79.51 179.51
## 3381 3381 TIC M 87.44 21 88.20 188.20
## 3382 3382 ADMINISTRACION F 92.49 23 61.93 161.93
## 3383 3383 ARQUITECTURA F 84.74 21 61.04 161.04
## 3384 3384 SISTEMAS M 92.07 23 78.51 178.51
## 3385 3385 INFORMATICA F 86.73 21 61.14 161.14
## 3386 3386 ARQUITECTURA F 86.68 21 60.35 160.35
## 3387 3387 INFORMATICA F 80.00 19 59.82 159.82
## 3388 3388 MECANICA M 82.53 20 77.83 177.83
## 3389 3389 CIVIL M 86.45 21 77.70 177.70
## 3390 3390 BIOQUIMICA M 80.54 19 82.16 182.16
## 3391 3391 ELECTRONICA F 86.07 21 65.18 165.18
## 3392 3392 TIC F 82.89 20 59.19 159.19
## 3393 3393 INDUSTRIAL M 87.44 21 75.84 175.84
## 3394 3394 MECATRONICA F 89.42 22 59.71 159.71
## 3395 3395 INFORMATICA F 86.91 21 58.53 158.53
## 3396 3396 ADMINISTRACION F 83.88 20 55.83 155.83
## 3397 3397 ELECTRICA M 88.56 22 77.20 177.20
## 3398 3398 BIOQUIMICA M 86.09 21 78.76 178.76
## 3399 3399 TIC M 89.05 22 80.26 180.26
## 3400 3400 SISTEMAS F 94.10 23 60.74 160.74
## 3401 3401 INFORMATICA F 89.66 22 59.19 159.19
## 3402 3402 ELECTRONICA F 90.95 22 61.09 161.09
## 3403 3403 CIVIL F 90.45 22 60.97 160.97
## 3404 3404 QUIMICA M 86.58 21 81.43 181.43
## 3405 3405 SISTEMAS F 90.37 22 61.66 161.66
## 3406 3406 TIC F 89.40 22 60.69 160.69
## 3407 3407 MECANICA F 83.59 20 61.24 161.24
## 3408 3408 INFORMATICA M 92.80 23 81.09 181.09
## 3409 3409 MECATRONICA F 83.15 20 59.01 159.01
## 3410 3410 MECATRONICA M 88.02 22 90.00 190.00
## 3411 3411 MECANICA F 84.96 21 62.26 162.26
## 3412 3412 MECANICA F 84.44 21 62.46 162.46
## 3413 3413 BIOQUIMICA M 82.96 20 81.00 181.00
## 3414 3414 ELECTRICA F 91.16 22 58.14 158.14
## 3415 3415 ARQUITECTURA F 84.69 21 55.53 155.53
## 3416 3416 BIOQUIMICA F 81.97 20 58.56 158.56
## 3417 3417 INDUSTRIAL M 82.28 20 80.66 180.66
## 3418 3418 CIVIL M 81.22 20 73.09 173.09
## 3419 3419 ELECTRONICA M 91.97 23 78.11 178.11
## 3420 3420 ARQUITECTURA F 80.38 19 59.55 159.55
## 3421 3421 TIC F 88.94 22 63.90 163.90
## 3422 3422 MECANICA M 83.85 20 81.36 181.36
## 3423 3423 ELECTRONICA M 82.57 20 79.82 179.82
## 3424 3424 ARQUITECTURA M 83.06 20 85.45 185.45
## 3425 3425 MECANICA M 86.45 21 78.48 178.48
## 3426 3426 MECATRONICA M 83.64 20 82.51 182.51
## 3427 3427 QUIMICA M 91.94 23 78.30 178.30
## 3428 3428 MECANICA M 94.73 24 84.48 184.48
## 3429 3429 ADMINISTRACION M 88.39 22 81.05 181.05
## 3430 3430 SISTEMAS F 85.04 21 57.99 157.99
## 3431 3431 ELECTRONICA F 87.79 22 58.05 158.05
## 3432 3432 BIOQUIMICA F 92.73 23 58.99 158.99
## 3433 3433 INFORMATICA F 82.96 20 56.29 156.29
## 3434 3434 INDUSTRIAL M 79.31 19 76.87 176.87
## 3435 3435 BIOQUIMICA F 81.77 20 64.50 164.50
## 3436 3436 TIC M 87.92 22 77.61 177.61
## 3437 3437 TIC M 89.70 22 83.40 183.40
## 3438 3438 CIVIL M 90.94 22 79.08 179.08
## 3439 3439 BIOQUIMICA M 90.23 22 78.74 178.74
## 3440 3440 ELECTRONICA M 92.50 23 72.36 172.36
## 3441 3441 INFORMATICA M 79.47 19 80.79 180.79
## 3442 3442 INDUSTRIAL M 87.36 21 76.55 176.55
## 3443 3443 INFORMATICA M 82.94 20 80.19 180.19
## 3444 3444 ELECTRICA F 90.15 22 58.51 158.51
## 3445 3445 SISTEMAS M 85.72 21 78.30 178.30
## 3446 3446 MECATRONICA M 80.30 19 78.91 178.91
## 3447 3447 CIVIL F 86.39 21 63.69 163.69
## 3448 3448 BIOQUIMICA F 85.88 21 60.06 160.06
## 3449 3449 ARQUITECTURA M 87.30 21 77.11 177.11
## 3450 3450 INDUSTRIAL M 89.35 22 82.74 182.74
## 3451 3451 TIC M 89.11 22 77.42 177.42
## 3452 3452 MECANICA F 84.12 20 60.50 160.50
## 3453 3453 BIOQUIMICA F 85.23 21 61.09 161.09
## 3454 3454 ARQUITECTURA M 82.75 20 79.16 179.16
## 3455 3455 INDUSTRIAL F 82.91 20 60.04 160.04
## 3456 3456 MECATRONICA M 89.41 22 79.58 179.58
## 3457 3457 TIC F 87.43 21 56.30 156.30
## 3458 3458 QUIMICA F 86.47 21 58.03 158.03
## 3459 3459 INFORMATICA M 82.32 20 72.72 172.72
## 3460 3460 ELECTRICA M 87.17 21 81.44 181.44
## 3461 3461 ADMINISTRACION M 84.88 21 76.04 176.04
## 3462 3462 ELECTRICA M 90.45 22 79.01 179.01
## 3463 3463 CIVIL M 84.36 21 82.66 182.66
## 3464 3464 QUIMICA F 84.93 21 59.09 159.09
## 3465 3465 SISTEMAS F 83.21 20 59.07 159.07
## 3466 3466 CIVIL M 87.82 22 75.64 175.64
## 3467 3467 INFORMATICA F 87.12 21 61.78 161.78
## 3468 3468 TIC M 84.07 20 79.90 179.90
## 3469 3469 TIC F 87.83 22 60.15 160.15
## 3470 3470 ADMINISTRACION M 89.62 22 80.92 180.92
## 3471 3471 ARQUITECTURA F 78.35 19 58.75 158.75
## 3472 3472 INDUSTRIAL M 89.40 22 80.44 180.44
## 3473 3473 ADMINISTRACION M 86.78 21 77.98 177.98
## 3474 3474 BIOQUIMICA F 82.00 20 53.80 153.80
## 3475 3475 MECANICA M 85.52 21 80.92 180.92
## 3476 3476 CIVIL F 87.76 22 61.14 161.14
## 3477 3477 CIVIL M 88.93 22 83.21 183.21
## 3478 3478 ARQUITECTURA F 88.35 22 62.51 162.51
## 3479 3479 ELECTRICA F 84.79 21 59.65 159.65
## 3480 3480 INFORMATICA F 85.79 21 60.53 160.53
## 3481 3481 INDUSTRIAL M 80.23 19 85.53 185.53
## 3482 3482 SISTEMAS F 88.25 22 61.46 161.46
## 3483 3483 SISTEMAS F 87.42 21 59.24 159.24
## 3484 3484 INFORMATICA F 92.32 23 60.96 160.96
## 3485 3485 INFORMATICA F 89.00 22 61.61 161.61
## 3486 3486 MECANICA M 87.23 21 82.49 182.49
## 3487 3487 CIVIL M 89.03 22 81.47 181.47
## 3488 3488 MECANICA M 91.97 23 78.72 178.72
## 3489 3489 MECANICA M 83.65 20 77.36 177.36
## 3490 3490 MECANICA F 87.28 21 58.83 158.83
## 3491 3491 INDUSTRIAL M 78.90 19 81.10 181.10
## 3492 3492 INFORMATICA F 86.99 21 58.53 158.53
## 3493 3493 MECATRONICA F 82.00 20 61.72 161.72
## 3494 3494 MECANICA M 88.18 22 82.64 182.64
## 3495 3495 ELECTRONICA F 81.90 20 58.33 158.33
## 3496 3496 TIC M 84.80 21 77.19 177.19
## 3497 3497 QUIMICA F 92.29 23 62.66 162.66
## 3498 3498 BIOQUIMICA M 87.76 22 82.32 182.32
## 3499 3499 CIVIL M 90.63 22 82.92 182.92
## 3500 3500 QUIMICA M 83.61 20 78.89 178.89
## 3501 3501 MECATRONICA F 82.96 20 61.99 161.99
## 3502 3502 CIVIL F 86.76 21 57.11 157.11
## 3503 3503 ARQUITECTURA F 86.25 21 60.76 160.76
## 3504 3504 MECANICA F 82.97 20 59.06 159.06
## 3505 3505 QUIMICA F 79.19 19 60.66 160.66
## 3506 3506 INFORMATICA M 89.99 22 79.09 179.09
## 3507 3507 INFORMATICA M 89.59 22 79.41 179.41
## 3508 3508 QUIMICA F 83.80 20 60.94 160.94
## 3509 3509 BIOQUIMICA M 84.82 21 74.51 174.51
## 3510 3510 ADMINISTRACION M 85.44 21 81.59 181.59
## 3511 3511 MECANICA M 80.71 19 84.85 184.85
## 3512 3512 ELECTRICA M 88.03 22 81.00 181.00
## 3513 3513 CIVIL M 84.81 21 83.08 183.08
## 3514 3514 CIVIL F 88.45 22 58.50 158.50
## 3515 3515 ELECTRONICA F 86.12 21 59.89 159.89
## 3516 3516 INFORMATICA M 84.73 21 81.66 181.66
## 3517 3517 QUIMICA M 85.43 21 79.44 179.44
## 3518 3518 INDUSTRIAL M 83.30 20 84.02 184.02
## 3519 3519 CIVIL F 86.41 21 62.39 162.39
## 3520 3520 ELECTRICA F 87.05 21 58.03 158.03
## 3521 3521 CIVIL M 93.21 23 76.78 176.78
## 3522 3522 CIVIL F 85.27 21 62.48 162.48
## 3523 3523 CIVIL M 84.56 21 90.94 190.94
## 3524 3524 INFORMATICA F 82.24 20 62.74 162.74
## 3525 3525 MECANICA F 85.34 21 64.15 164.15
## 3526 3526 INDUSTRIAL F 89.09 22 59.30 159.30
## 3527 3527 MECATRONICA M 77.97 19 74.98 174.98
## 3528 3528 ELECTRICA M 84.82 21 76.59 176.59
## 3529 3529 MECANICA M 88.80 22 76.94 176.94
## 3530 3530 QUIMICA F 90.31 22 60.15 160.15
## 3531 3531 QUIMICA F 86.59 21 60.62 160.62
## 3532 3532 MECATRONICA F 84.53 21 57.69 157.69
## 3533 3533 SISTEMAS F 82.91 20 56.66 156.66
## 3534 3534 ELECTRICA M 84.30 21 75.42 175.42
## 3535 3535 ARQUITECTURA F 81.05 20 59.61 159.61
## 3536 3536 ELECTRICA F 81.79 20 53.30 153.30
## 3537 3537 CIVIL M 87.99 22 77.85 177.85
## 3538 3538 INFORMATICA M 89.45 22 80.90 180.90
## 3539 3539 ARQUITECTURA F 91.38 23 58.87 158.87
## 3540 3540 INDUSTRIAL M 89.21 22 84.68 184.68
## 3541 3541 INDUSTRIAL F 88.94 22 63.83 163.83
## 3542 3542 ELECTRICA M 93.33 23 78.99 178.99
## 3543 3543 QUIMICA M 79.69 19 83.68 183.68
## 3544 3544 SISTEMAS F 87.50 21 56.44 156.44
## 3545 3545 MECATRONICA F 88.02 22 58.72 158.72
## 3546 3546 MECATRONICA F 85.98 21 59.45 159.45
## 3547 3547 MECANICA M 87.72 21 81.82 181.82
## 3548 3548 BIOQUIMICA M 83.93 20 82.86 182.86
## 3549 3549 INDUSTRIAL M 85.07 21 77.87 177.87
## 3550 3550 ARQUITECTURA M 90.41 22 80.58 180.58
## 3551 3551 INDUSTRIAL M 84.44 21 77.95 177.95
## 3552 3552 QUIMICA M 89.28 22 81.31 181.31
## 3553 3553 TIC M 85.83 21 78.77 178.77
## 3554 3554 MECATRONICA M 78.33 19 80.57 180.57
## 3555 3555 INFORMATICA F 83.65 20 59.13 159.13
## 3556 3556 INFORMATICA F 83.32 20 65.69 165.69
## 3557 3557 CIVIL M 86.86 21 77.94 177.94
## 3558 3558 ELECTRICA M 85.51 21 80.59 180.59
## 3559 3559 TIC M 85.25 21 84.94 184.94
## 3560 3560 ARQUITECTURA F 83.96 20 58.60 158.60
## 3561 3561 ELECTRICA F 83.19 20 63.22 163.22
## 3562 3562 TIC F 86.36 21 57.56 157.56
## 3563 3563 TIC M 81.96 20 86.12 186.12
## 3564 3564 MECANICA F 82.23 20 59.93 159.93
## 3565 3565 INDUSTRIAL M 88.43 22 77.58 177.58
## 3566 3566 MECANICA M 89.84 22 77.53 177.53
## 3567 3567 INFORMATICA M 86.68 21 71.23 171.23
## 3568 3568 SISTEMAS M 86.66 21 80.44 180.44
## 3569 3569 MECANICA F 94.04 23 64.19 164.19
## 3570 3570 SISTEMAS M 81.21 20 79.20 179.20
## 3571 3571 ELECTRONICA F 86.93 21 59.15 159.15
## 3572 3572 CIVIL F 86.01 21 58.98 158.98
## 3573 3573 SISTEMAS F 77.21 18 60.97 160.97
## 3574 3574 SISTEMAS F 86.53 21 59.88 159.88
## 3575 3575 QUIMICA M 88.80 22 85.13 185.13
## 3576 3576 ADMINISTRACION F 83.41 20 62.31 162.31
## 3577 3577 ELECTRICA M 85.26 21 86.19 186.19
## 3578 3578 QUIMICA M 91.14 22 85.69 185.69
## 3579 3579 INFORMATICA F 84.32 21 60.10 160.10
## 3580 3580 ELECTRICA M 86.71 21 81.01 181.01
## 3581 3581 CIVIL M 85.11 21 74.69 174.69
## 3582 3582 INFORMATICA F 83.30 20 58.68 158.68
## 3583 3583 BIOQUIMICA F 83.47 20 59.06 159.06
## 3584 3584 ARQUITECTURA F 86.19 21 60.65 160.65
## 3585 3585 ELECTRICA M 89.08 22 82.51 182.51
## 3586 3586 ELECTRICA F 85.84 21 64.65 164.65
## 3587 3587 MECATRONICA M 85.38 21 76.27 176.27
## 3588 3588 ELECTRICA M 84.87 21 77.07 177.07
## 3589 3589 SISTEMAS F 86.25 21 58.00 158.00
## 3590 3590 TIC F 85.73 21 62.10 162.10
## 3591 3591 QUIMICA M 84.00 20 85.83 185.83
## 3592 3592 ADMINISTRACION M 85.24 21 81.73 181.73
## 3593 3593 CIVIL M 87.72 21 79.49 179.49
## 3594 3594 INFORMATICA M 81.37 20 76.20 176.20
## 3595 3595 MECANICA M 84.60 21 80.33 180.33
## 3596 3596 ELECTRONICA M 89.86 22 79.58 179.58
## 3597 3597 CIVIL M 88.40 22 79.60 179.60
## 3598 3598 ARQUITECTURA M 86.04 21 83.76 183.76
## 3599 3599 ELECTRICA F 88.69 22 60.47 160.47
## 3600 3600 QUIMICA F 85.91 21 60.29 160.29
## 3601 3601 MECANICA F 88.43 22 63.00 163.00
## 3602 3602 ARQUITECTURA M 87.48 21 82.75 182.75
## 3603 3603 CIVIL F 79.76 19 61.39 161.39
## 3604 3604 ELECTRICA F 87.55 21 58.84 158.84
## 3605 3605 ELECTRICA M 81.33 20 83.33 183.33
## 3606 3606 INDUSTRIAL M 87.34 21 81.61 181.61
## 3607 3607 ELECTRICA F 88.43 22 62.02 162.02
## 3608 3608 MECATRONICA M 89.60 22 83.41 183.41
## 3609 3609 TIC M 88.05 22 79.34 179.34
## 3610 3610 INFORMATICA M 83.57 20 79.47 179.47
## 3611 3611 QUIMICA M 87.53 21 85.20 185.20
## 3612 3612 ELECTRONICA F 80.64 19 59.70 159.70
## 3613 3613 BIOQUIMICA F 87.61 21 59.61 159.61
## 3614 3614 ELECTRICA M 86.69 21 81.64 181.64
## 3615 3615 QUIMICA M 88.30 22 79.99 179.99
## 3616 3616 MECATRONICA F 86.78 21 64.92 164.92
## 3617 3617 INFORMATICA M 81.87 20 80.15 180.15
## 3618 3618 CIVIL F 83.27 20 60.50 160.50
## 3619 3619 BIOQUIMICA F 86.59 21 61.82 161.82
## 3620 3620 MECANICA M 85.37 21 82.04 182.04
## 3621 3621 ELECTRONICA F 84.02 20 58.78 158.78
## 3622 3622 INDUSTRIAL F 87.94 22 61.29 161.29
## 3623 3623 TIC F 81.83 20 59.87 159.87
## 3624 3624 INFORMATICA F 84.06 20 62.03 162.03
## 3625 3625 BIOQUIMICA F 85.80 21 57.17 157.17
## 3626 3626 QUIMICA F 83.00 20 60.75 160.75
## 3627 3627 ADMINISTRACION M 83.89 20 82.31 182.31
## 3628 3628 TIC F 91.29 23 59.03 159.03
## 3629 3629 SISTEMAS M 94.30 23 80.36 180.36
## 3630 3630 INDUSTRIAL F 87.82 22 58.12 158.12
## 3631 3631 SISTEMAS F 82.89 20 55.34 155.34
## 3632 3632 SISTEMAS M 85.74 21 73.76 173.76
## 3633 3633 INDUSTRIAL F 90.77 22 62.62 162.62
## 3634 3634 QUIMICA F 81.00 20 59.70 159.70
## 3635 3635 INFORMATICA F 86.74 21 63.36 163.36
## 3636 3636 MECANICA M 80.48 19 80.31 180.31
## 3637 3637 ARQUITECTURA F 83.28 20 59.83 159.83
## 3638 3638 ADMINISTRACION F 84.88 21 62.21 162.21
## 3639 3639 ELECTRICA M 83.72 20 76.53 176.53
## 3640 3640 BIOQUIMICA M 92.81 23 80.82 180.82
## 3641 3641 ADMINISTRACION F 84.63 21 55.79 155.79
## 3642 3642 TIC M 81.26 20 78.85 178.85
## 3643 3643 SISTEMAS M 83.03 20 76.98 176.98
## 3644 3644 MECATRONICA F 86.08 21 57.68 157.68
## 3645 3645 INFORMATICA M 84.23 20 80.50 180.50
## 3646 3646 ELECTRICA F 89.66 22 60.95 160.95
## 3647 3647 ARQUITECTURA M 89.49 22 74.71 174.71
## 3648 3648 CIVIL F 91.76 23 63.73 163.73
## 3649 3649 QUIMICA M 86.56 21 82.75 182.75
## 3650 3650 TIC F 89.05 22 59.81 159.81
## 3651 3651 ADMINISTRACION M 88.33 22 78.55 178.55
## 3652 3652 QUIMICA M 87.44 21 77.90 177.90
## 3653 3653 MECATRONICA F 88.13 22 56.83 156.83
## 3654 3654 ARQUITECTURA M 96.07 24 83.13 183.13
## 3655 3655 MECANICA M 84.97 21 77.10 177.10
## 3656 3656 SISTEMAS F 81.91 20 58.24 158.24
## 3657 3657 SISTEMAS M 91.55 23 80.84 180.84
## 3658 3658 ELECTRONICA F 86.75 21 58.98 158.98
## 3659 3659 BIOQUIMICA F 87.40 21 59.30 159.30
## 3660 3660 ELECTRONICA F 92.74 23 57.14 157.14
## 3661 3661 INFORMATICA M 90.60 22 82.24 182.24
## 3662 3662 SISTEMAS F 86.91 21 62.07 162.07
## 3663 3663 INFORMATICA F 88.31 22 59.78 159.78
## 3664 3664 ELECTRONICA F 91.53 23 61.61 161.61
## 3665 3665 INDUSTRIAL M 89.66 22 78.01 178.01
## 3666 3666 ELECTRONICA M 84.94 21 79.19 179.19
## 3667 3667 ADMINISTRACION M 85.61 21 80.12 180.12
## 3668 3668 CIVIL M 89.95 22 77.55 177.55
## 3669 3669 SISTEMAS F 84.85 21 59.85 159.85
## 3670 3670 ADMINISTRACION M 77.75 19 84.51 184.51
## 3671 3671 SISTEMAS M 88.09 22 77.03 177.03
## 3672 3672 ADMINISTRACION M 84.33 21 73.68 173.68
## 3673 3673 ADMINISTRACION F 86.16 21 61.05 161.05
## 3674 3674 SISTEMAS F 87.22 21 64.09 164.09
## 3675 3675 ELECTRONICA F 77.24 18 59.39 159.39
## 3676 3676 CIVIL F 77.62 19 59.86 159.86
## 3677 3677 MECATRONICA M 85.02 21 81.66 181.66
## 3678 3678 BIOQUIMICA F 89.99 22 60.16 160.16
## 3679 3679 CIVIL M 82.99 20 79.33 179.33
## 3680 3680 ARQUITECTURA F 87.79 22 58.36 158.36
## 3681 3681 BIOQUIMICA F 82.14 20 63.41 163.41
## 3682 3682 ELECTRONICA M 84.43 21 83.07 183.07
## 3683 3683 BIOQUIMICA F 92.90 23 61.22 161.22
## 3684 3684 MECATRONICA M 89.55 22 77.35 177.35
## 3685 3685 ELECTRONICA M 86.85 21 80.02 180.02
## 3686 3686 TIC F 88.66 22 61.52 161.52
## 3687 3687 ELECTRONICA M 86.79 21 77.47 177.47
## 3688 3688 CIVIL M 86.16 21 78.69 178.69
## 3689 3689 TIC M 82.56 20 77.96 177.96
## 3690 3690 BIOQUIMICA F 88.40 22 59.82 159.82
## 3691 3691 TIC F 87.62 21 60.62 160.62
## 3692 3692 ELECTRICA M 85.65 21 77.69 177.69
## 3693 3693 TIC M 86.06 21 74.27 174.27
## 3694 3694 QUIMICA M 85.66 21 80.65 180.65
## 3695 3695 QUIMICA F 87.91 22 58.21 158.21
## 3696 3696 MECATRONICA F 85.78 21 56.24 156.24
## 3697 3697 TIC F 82.07 20 58.53 158.53
## 3698 3698 CIVIL M 89.07 22 77.74 177.74
## 3699 3699 MECANICA F 90.49 22 59.16 159.16
## 3700 3700 MECANICA F 87.66 21 59.96 159.96
## 3701 3701 ADMINISTRACION F 96.02 24 62.00 162.00
## 3702 3702 INDUSTRIAL F 84.64 21 60.61 160.61
## 3703 3703 TIC M 82.97 20 78.57 178.57
## 3704 3704 CIVIL F 83.23 20 61.71 161.71
## 3705 3705 BIOQUIMICA F 81.15 20 62.40 162.40
## 3706 3706 ELECTRICA F 84.80 21 62.19 162.19
## 3707 3707 INFORMATICA M 87.58 21 79.06 179.06
## 3708 3708 MECATRONICA M 80.05 19 79.99 179.99
## 3709 3709 INDUSTRIAL F 86.44 21 59.59 159.59
## 3710 3710 TIC M 77.74 19 78.01 178.01
## 3711 3711 ADMINISTRACION M 87.44 21 77.68 177.68
## 3712 3712 ARQUITECTURA F 85.90 21 63.36 163.36
## 3713 3713 MECANICA F 87.05 21 60.93 160.93
## 3714 3714 INDUSTRIAL M 85.72 21 86.79 186.79
## 3715 3715 ELECTRICA M 82.38 20 83.16 183.16
## 3716 3716 ELECTRICA F 83.26 20 60.01 160.01
## 3717 3717 INFORMATICA M 80.94 20 82.82 182.82
## 3718 3718 INDUSTRIAL F 79.26 19 59.88 159.88
## 3719 3719 MECATRONICA F 87.53 21 59.31 159.31
## 3720 3720 SISTEMAS F 86.02 21 57.81 157.81
## 3721 3721 ELECTRICA F 87.56 21 55.45 155.45
## 3722 3722 INDUSTRIAL F 93.00 23 59.93 159.93
## 3723 3723 ADMINISTRACION M 85.65 21 74.83 174.83
## 3724 3724 ELECTRICA M 87.45 21 85.25 185.25
## 3725 3725 ELECTRONICA F 85.04 21 59.64 159.64
## 3726 3726 ELECTRICA F 82.46 20 59.31 159.31
## 3727 3727 SISTEMAS F 79.78 19 61.14 161.14
## 3728 3728 SISTEMAS F 84.49 21 57.97 157.97
## 3729 3729 QUIMICA F 82.45 20 60.70 160.70
## 3730 3730 BIOQUIMICA F 88.49 22 59.67 159.67
## 3731 3731 TIC M 88.21 22 85.23 185.23
## 3732 3732 INDUSTRIAL M 89.48 22 77.24 177.24
## 3733 3733 SISTEMAS F 84.11 20 60.83 160.83
## 3734 3734 INFORMATICA M 85.41 21 77.94 177.94
## 3735 3735 ELECTRICA M 85.38 21 81.63 181.63
## 3736 3736 MECATRONICA M 94.53 23 80.46 180.46
## 3737 3737 TIC M 88.96 22 81.40 181.40
## 3738 3738 INDUSTRIAL M 90.42 22 74.39 174.39
## 3739 3739 ELECTRICA F 94.06 23 59.18 159.18
## 3740 3740 ARQUITECTURA F 95.86 24 57.97 157.97
## 3741 3741 ELECTRICA M 84.74 21 80.12 180.12
## 3742 3742 ELECTRONICA M 79.97 19 81.64 181.64
## 3743 3743 SISTEMAS M 80.94 20 76.61 176.61
## 3744 3744 SISTEMAS M 86.35 21 80.75 180.75
## 3745 3745 ADMINISTRACION M 82.88 20 82.05 182.05
## 3746 3746 QUIMICA M 87.21 21 82.95 182.95
## 3747 3747 INDUSTRIAL M 91.31 23 84.45 184.45
## 3748 3748 ADMINISTRACION M 93.49 23 77.74 177.74
## 3749 3749 TIC F 86.84 21 57.99 157.99
## 3750 3750 CIVIL M 90.14 22 81.30 181.30
## 3751 3751 ARQUITECTURA M 84.96 21 75.11 175.11
## 3752 3752 MECATRONICA F 83.72 20 59.85 159.85
## 3753 3753 ADMINISTRACION M 82.29 20 83.46 183.46
## 3754 3754 INDUSTRIAL F 93.60 23 66.32 166.32
## 3755 3755 ELECTRICA F 86.76 21 60.90 160.90
## 3756 3756 INDUSTRIAL F 89.01 22 62.42 162.42
## 3757 3757 SISTEMAS M 86.97 21 76.28 176.28
## 3758 3758 ELECTRICA M 84.32 21 79.89 179.89
## 3759 3759 ARQUITECTURA F 89.32 22 61.22 161.22
## 3760 3760 ELECTRONICA M 93.68 23 82.92 182.92
## 3761 3761 ADMINISTRACION M 85.33 21 82.26 182.26
## 3762 3762 CIVIL F 82.94 20 61.32 161.32
## 3763 3763 ADMINISTRACION F 83.58 20 63.29 163.29
## 3764 3764 INFORMATICA M 88.10 22 84.23 184.23
## 3765 3765 QUIMICA F 85.99 21 55.91 155.91
## 3766 3766 CIVIL F 84.52 21 58.45 158.45
## 3767 3767 CIVIL M 85.99 21 76.61 176.61
## 3768 3768 MECANICA M 87.53 21 83.19 183.19
## 3769 3769 BIOQUIMICA F 87.21 21 62.74 162.74
## 3770 3770 SISTEMAS M 82.37 20 74.18 174.18
## 3771 3771 ADMINISTRACION M 79.39 19 80.63 180.63
## 3772 3772 ARQUITECTURA M 83.33 20 77.80 177.80
## 3773 3773 ELECTRONICA F 84.86 21 61.39 161.39
## 3774 3774 ELECTRONICA F 87.05 21 57.95 157.95
## 3775 3775 TIC F 82.25 20 61.30 161.30
## 3776 3776 BIOQUIMICA F 87.83 22 59.52 159.52
## 3777 3777 TIC M 85.00 21 78.48 178.48
## 3778 3778 TIC F 86.21 21 60.79 160.79
## 3779 3779 MECATRONICA M 87.92 22 81.73 181.73
## 3780 3780 BIOQUIMICA M 85.64 21 74.66 174.66
## 3781 3781 INDUSTRIAL F 80.57 19 58.69 158.69
## 3782 3782 SISTEMAS M 85.50 21 72.36 172.36
## 3783 3783 MECANICA M 80.97 20 74.08 174.08
## 3784 3784 MECATRONICA M 87.85 22 83.10 183.10
## 3785 3785 QUIMICA M 91.64 23 81.55 181.55
## 3786 3786 INFORMATICA M 92.32 23 78.56 178.56
## 3787 3787 MECATRONICA F 88.36 22 61.81 161.81
## 3788 3788 BIOQUIMICA F 91.50 23 61.92 161.92
## 3789 3789 TIC M 86.38 21 78.27 178.27
## 3790 3790 ARQUITECTURA M 89.32 22 76.49 176.49
## 3791 3791 INFORMATICA F 85.81 21 64.26 164.26
## 3792 3792 ELECTRONICA M 90.95 22 82.01 182.01
## 3793 3793 INDUSTRIAL M 90.86 22 79.33 179.33
## 3794 3794 MECATRONICA M 87.91 22 74.07 174.07
## 3795 3795 ELECTRICA F 91.69 23 57.94 157.94
## 3796 3796 ARQUITECTURA F 79.86 19 56.66 156.66
## 3797 3797 TIC F 91.20 23 64.41 164.41
## 3798 3798 SISTEMAS F 85.90 21 62.50 162.50
## 3799 3799 INDUSTRIAL M 85.76 21 85.95 185.95
## 3800 3800 MECANICA F 81.34 20 63.33 163.33
## 3801 3801 BIOQUIMICA M 83.10 20 82.87 182.87
## 3802 3802 QUIMICA M 93.78 23 74.59 174.59
## 3803 3803 INFORMATICA M 85.46 21 84.02 184.02
## 3804 3804 BIOQUIMICA M 92.54 23 78.98 178.98
## 3805 3805 INDUSTRIAL F 92.21 23 60.07 160.07
## 3806 3806 INDUSTRIAL F 87.01 21 64.36 164.36
## 3807 3807 MECATRONICA F 87.14 21 59.31 159.31
## 3808 3808 CIVIL M 81.43 20 77.20 177.20
## 3809 3809 QUIMICA F 81.43 20 59.78 159.78
## 3810 3810 ADMINISTRACION F 92.67 23 59.60 159.60
## 3811 3811 BIOQUIMICA F 79.14 19 61.47 161.47
## 3812 3812 QUIMICA M 85.24 21 84.50 184.50
## 3813 3813 QUIMICA M 81.27 20 74.97 174.97
## 3814 3814 INDUSTRIAL M 83.95 20 75.64 175.64
## 3815 3815 ELECTRICA F 88.13 22 61.78 161.78
## 3816 3816 SISTEMAS F 84.45 21 51.03 151.03
## 3817 3817 TIC M 91.78 23 82.86 182.86
## 3818 3818 ARQUITECTURA M 85.14 21 86.54 186.54
## 3819 3819 ELECTRICA M 90.20 22 84.23 184.23
## 3820 3820 ARQUITECTURA F 89.41 22 62.77 162.77
## 3821 3821 QUIMICA F 83.54 20 59.68 159.68
## 3822 3822 ADMINISTRACION M 85.61 21 86.25 186.25
## 3823 3823 TIC M 86.55 21 85.20 185.20
## 3824 3824 SISTEMAS F 89.62 22 63.24 163.24
## 3825 3825 BIOQUIMICA M 92.77 23 84.40 184.40
## 3826 3826 QUIMICA F 87.16 21 59.60 159.60
## 3827 3827 MECANICA F 88.12 22 62.18 162.18
## 3828 3828 MECATRONICA M 88.50 22 80.73 180.73
## 3829 3829 QUIMICA M 87.80 22 76.46 176.46
## 3830 3830 INDUSTRIAL F 92.48 23 60.11 160.11
## 3831 3831 ADMINISTRACION M 93.84 23 82.85 182.85
## 3832 3832 MECANICA M 83.05 20 76.85 176.85
## 3833 3833 ELECTRONICA F 85.91 21 61.60 161.60
## 3834 3834 BIOQUIMICA F 78.77 19 61.34 161.34
## 3835 3835 MECATRONICA M 86.14 21 81.53 181.53
## 3836 3836 QUIMICA M 83.73 20 76.07 176.07
## 3837 3837 MECANICA M 90.31 22 81.11 181.11
## 3838 3838 INDUSTRIAL M 87.73 22 78.38 178.38
## 3839 3839 SISTEMAS F 87.65 21 60.29 160.29
## 3840 3840 ADMINISTRACION F 86.48 21 59.50 159.50
## 3841 3841 INDUSTRIAL M 93.42 23 84.52 184.52
## 3842 3842 INFORMATICA M 85.23 21 73.92 173.92
## 3843 3843 QUIMICA M 83.39 20 81.96 181.96
## 3844 3844 SISTEMAS F 85.61 21 61.43 161.43
## 3845 3845 TIC M 87.48 21 83.46 183.46
## 3846 3846 INDUSTRIAL F 83.06 20 58.23 158.23
## 3847 3847 TIC M 81.50 20 83.15 183.15
## 3848 3848 SISTEMAS F 81.54 20 59.80 159.80
## 3849 3849 TIC M 86.59 21 82.31 182.31
## 3850 3850 INDUSTRIAL M 86.53 21 81.05 181.05
## 3851 3851 INFORMATICA M 91.63 23 85.22 185.22
## 3852 3852 TIC F 85.70 21 62.27 162.27
## 3853 3853 MECATRONICA F 83.75 20 60.14 160.14
## 3854 3854 TIC F 87.26 21 64.90 164.90
## 3855 3855 QUIMICA F 80.90 20 62.01 162.01
## 3856 3856 MECANICA F 89.81 22 58.31 158.31
## 3857 3857 INFORMATICA M 87.55 21 80.63 180.63
## 3858 3858 TIC F 90.50 22 59.70 159.70
## 3859 3859 ADMINISTRACION M 82.57 20 79.69 179.69
## 3860 3860 QUIMICA F 86.63 21 59.35 159.35
## 3861 3861 QUIMICA M 88.04 22 81.58 181.58
## 3862 3862 INFORMATICA F 83.38 20 60.39 160.39
## 3863 3863 ELECTRONICA F 92.53 23 61.56 161.56
## 3864 3864 BIOQUIMICA F 88.63 22 67.97 167.97
## 3865 3865 TIC M 81.63 20 78.31 178.31
## 3866 3866 ADMINISTRACION F 86.57 21 61.30 161.30
## 3867 3867 QUIMICA F 90.46 22 63.40 163.40
## 3868 3868 ELECTRONICA F 84.81 21 60.66 160.66
## 3869 3869 QUIMICA M 83.58 20 83.78 183.78
## 3870 3870 BIOQUIMICA M 92.73 23 77.66 177.66
## 3871 3871 ELECTRONICA M 85.37 21 79.30 179.30
## 3872 3872 INDUSTRIAL M 85.64 21 78.72 178.72
## 3873 3873 ELECTRICA F 86.17 21 60.80 160.80
## 3874 3874 QUIMICA F 82.52 20 55.21 155.21
## 3875 3875 ELECTRICA F 85.77 21 59.31 159.31
## 3876 3876 ADMINISTRACION F 86.04 21 60.43 160.43
## 3877 3877 MECANICA M 87.99 22 82.59 182.59
## 3878 3878 ADMINISTRACION M 81.95 20 79.77 179.77
## 3879 3879 TIC M 82.25 20 80.42 180.42
## 3880 3880 ARQUITECTURA M 94.25 23 76.59 176.59
## 3881 3881 CIVIL F 76.40 18 60.39 160.39
## 3882 3882 CIVIL M 84.52 21 80.23 180.23
## 3883 3883 INFORMATICA M 85.94 21 74.44 174.44
## 3884 3884 BIOQUIMICA M 90.72 22 81.22 181.22
## 3885 3885 MECANICA M 83.09 20 81.39 181.39
## 3886 3886 MECANICA M 82.42 20 77.49 177.49
## 3887 3887 MECATRONICA F 82.75 20 58.25 158.25
## 3888 3888 QUIMICA M 87.85 22 79.08 179.08
## 3889 3889 INDUSTRIAL M 86.66 21 79.72 179.72
## 3890 3890 ARQUITECTURA F 78.70 19 60.07 160.07
## 3891 3891 ADMINISTRACION M 84.51 21 76.62 176.62
## 3892 3892 SISTEMAS F 79.91 19 57.53 157.53
## 3893 3893 SISTEMAS F 90.03 22 61.31 161.31
## 3894 3894 BIOQUIMICA F 88.21 22 60.41 160.41
## 3895 3895 QUIMICA F 86.87 21 59.74 159.74
## 3896 3896 TIC M 85.98 21 78.38 178.38
## 3897 3897 ELECTRONICA F 89.66 22 59.30 159.30
## 3898 3898 QUIMICA F 88.99 22 62.10 162.10
## 3899 3899 ELECTRICA F 84.27 20 58.88 158.88
## 3900 3900 INDUSTRIAL F 85.46 21 58.65 158.65
## 3901 3901 ELECTRONICA F 86.14 21 59.30 159.30
## 3902 3902 ELECTRONICA F 85.33 21 59.83 159.83
## 3903 3903 ELECTRONICA M 88.25 22 79.62 179.62
## 3904 3904 QUIMICA M 96.63 24 75.77 175.77
## 3905 3905 ARQUITECTURA M 85.02 21 79.00 179.00
## 3906 3906 MECATRONICA M 87.53 21 78.85 178.85
## 3907 3907 QUIMICA F 87.52 21 60.40 160.40
## 3908 3908 ELECTRONICA M 82.61 20 78.31 178.31
## 3909 3909 MECANICA M 85.72 21 75.96 175.96
## 3910 3910 INDUSTRIAL M 84.80 21 80.14 180.14
## 3911 3911 MECANICA M 85.87 21 87.98 187.98
## 3912 3912 ADMINISTRACION M 87.70 21 76.74 176.74
## 3913 3913 ELECTRICA F 91.47 23 56.09 156.09
## 3914 3914 TIC M 87.34 21 79.23 179.23
## 3915 3915 SISTEMAS M 92.05 23 82.75 182.75
## 3916 3916 ADMINISTRACION F 87.65 21 55.93 155.93
## 3917 3917 ARQUITECTURA F 84.35 21 63.02 163.02
## 3918 3918 INFORMATICA M 82.85 20 79.05 179.05
## 3919 3919 TIC F 95.05 24 62.65 162.65
## 3920 3920 CIVIL M 84.40 21 72.36 172.36
## 3921 3921 ADMINISTRACION F 92.59 23 56.96 156.96
## 3922 3922 ELECTRICA F 81.23 20 58.85 158.85
## 3923 3923 ADMINISTRACION F 87.46 21 61.18 161.18
## 3924 3924 SISTEMAS F 81.59 20 64.10 164.10
## 3925 3925 ELECTRONICA M 84.87 21 85.62 185.62
## 3926 3926 INFORMATICA F 87.83 22 62.92 162.92
## 3927 3927 INFORMATICA F 87.46 21 56.20 156.20
## 3928 3928 ADMINISTRACION M 81.29 20 78.23 178.23
## 3929 3929 INDUSTRIAL F 80.86 20 62.87 162.87
## 3930 3930 QUIMICA F 83.88 20 63.31 163.31
## 3931 3931 BIOQUIMICA F 88.06 22 60.20 160.20
## 3932 3932 ADMINISTRACION F 90.37 22 60.76 160.76
## 3933 3933 TIC M 85.96 21 79.83 179.83
## 3934 3934 ARQUITECTURA F 84.30 21 61.08 161.08
## 3935 3935 BIOQUIMICA M 85.08 21 78.04 178.04
## 3936 3936 TIC F 84.37 21 61.43 161.43
## 3937 3937 ARQUITECTURA F 88.21 22 60.35 160.35
## 3938 3938 ELECTRONICA F 84.42 21 58.58 158.58
## 3939 3939 MECATRONICA F 92.56 23 58.59 158.59
## 3940 3940 ELECTRONICA M 78.53 19 85.30 185.30
## 3941 3941 ARQUITECTURA M 84.89 21 81.00 181.00
## 3942 3942 MECANICA F 85.81 21 63.12 163.12
## 3943 3943 SISTEMAS F 83.52 20 59.78 159.78
## 3944 3944 QUIMICA F 82.78 20 63.38 163.38
## 3945 3945 QUIMICA M 81.14 20 78.67 178.67
## 3946 3946 SISTEMAS F 87.03 21 59.58 159.58
## 3947 3947 TIC F 84.82 21 63.25 163.25
## 3948 3948 QUIMICA M 83.99 20 79.49 179.49
## 3949 3949 CIVIL F 89.58 22 59.95 159.95
## 3950 3950 MECATRONICA M 82.65 20 77.03 177.03
## 3951 3951 ELECTRICA M 90.07 22 79.36 179.36
## 3952 3952 MECANICA M 81.41 20 83.37 183.37
## 3953 3953 MECANICA M 92.27 23 85.36 185.36
## 3954 3954 QUIMICA F 84.08 20 61.99 161.99
## 3955 3955 BIOQUIMICA F 88.58 22 61.21 161.21
## 3956 3956 CIVIL F 81.59 20 57.77 157.77
## 3957 3957 ELECTRICA M 85.04 21 80.11 180.11
## 3958 3958 INDUSTRIAL F 88.73 22 60.29 160.29
## 3959 3959 ADMINISTRACION F 79.65 19 56.90 156.90
## 3960 3960 ADMINISTRACION F 84.84 21 59.85 159.85
## 3961 3961 MECATRONICA M 86.13 21 78.21 178.21
## 3962 3962 INFORMATICA M 87.49 21 82.27 182.27
## 3963 3963 MECANICA F 84.07 20 56.76 156.76
## 3964 3964 ELECTRONICA F 91.00 22 57.77 157.77
## 3965 3965 CIVIL F 91.13 22 58.81 158.81
## 3966 3966 QUIMICA M 86.09 21 83.56 183.56
## 3967 3967 INDUSTRIAL M 88.00 22 77.30 177.30
## 3968 3968 INDUSTRIAL M 82.88 20 73.68 173.68
## 3969 3969 INFORMATICA M 92.52 23 84.97 184.97
## 3970 3970 INDUSTRIAL M 84.96 21 79.92 179.92
## 3971 3971 ADMINISTRACION F 82.42 20 57.98 157.98
## 3972 3972 MECANICA F 82.91 20 63.20 163.20
## 3973 3973 INDUSTRIAL M 81.86 20 76.06 176.06
## 3974 3974 QUIMICA M 85.49 21 80.73 180.73
## 3975 3975 BIOQUIMICA M 82.65 20 83.47 183.47
## 3976 3976 CIVIL M 85.92 21 83.64 183.64
## 3977 3977 ELECTRICA F 90.82 22 58.78 158.78
## 3978 3978 INDUSTRIAL M 86.46 21 77.61 177.61
## 3979 3979 MECATRONICA M 84.35 21 80.02 180.02
## 3980 3980 MECANICA M 86.92 21 76.88 176.88
## 3981 3981 ELECTRICA M 88.74 22 77.70 177.70
## 3982 3982 MECATRONICA F 86.92 21 59.03 159.03
## 3983 3983 QUIMICA M 84.17 20 79.00 179.00
## 3984 3984 QUIMICA F 86.66 21 64.99 164.99
## 3985 3985 QUIMICA F 83.64 20 63.72 163.72
## 3986 3986 CIVIL M 83.61 20 83.31 183.31
## 3987 3987 MECANICA M 85.92 21 80.80 180.80
## 3988 3988 MECANICA F 82.32 20 59.26 159.26
## 3989 3989 ELECTRICA M 80.47 19 76.40 176.40
## 3990 3990 ADMINISTRACION M 89.93 22 77.61 177.61
## 3991 3991 ARQUITECTURA M 88.89 22 79.33 179.33
## 3992 3992 CIVIL M 85.12 21 76.22 176.22
## 3993 3993 TIC M 86.30 21 81.96 181.96
## 3994 3994 ELECTRICA F 92.46 23 58.22 158.22
## 3995 3995 ADMINISTRACION M 87.02 21 78.52 178.52
## 3996 3996 ELECTRONICA F 83.07 20 53.76 153.76
## 3997 3997 MECANICA F 87.38 21 61.37 161.37
## 3998 3998 ARQUITECTURA F 92.03 23 57.28 157.28
## 3999 3999 SISTEMAS F 85.52 21 59.36 159.36
## 4000 4000 INDUSTRIAL F 84.58 21 61.74 161.74
## 4001 4001 ADMINISTRACION M 92.81 23 76.03 176.03
## 4002 4002 INDUSTRIAL M 86.76 21 77.07 177.07
## 4003 4003 INDUSTRIAL M 91.66 23 76.85 176.85
## 4004 4004 INDUSTRIAL F 83.35 20 59.41 159.41
## 4005 4005 ELECTRONICA F 87.22 21 60.37 160.37
## 4006 4006 BIOQUIMICA M 86.33 21 76.78 176.78
## 4007 4007 ELECTRONICA F 81.84 20 61.50 161.50
## 4008 4008 INFORMATICA M 79.75 19 81.91 181.91
## 4009 4009 MECATRONICA F 80.43 19 59.91 159.91
## 4010 4010 BIOQUIMICA F 88.95 22 62.95 162.95
## 4011 4011 MECANICA M 87.34 21 76.89 176.89
## 4012 4012 INFORMATICA M 87.50 21 85.12 185.12
## 4013 4013 TIC M 85.14 21 80.21 180.21
## 4014 4014 INFORMATICA M 81.05 20 79.25 179.25
## 4015 4015 TIC F 86.38 21 56.86 156.86
## 4016 4016 INFORMATICA M 89.26 22 79.76 179.76
## 4017 4017 ARQUITECTURA F 82.45 20 62.74 162.74
## 4018 4018 TIC M 85.85 21 76.72 176.72
## 4019 4019 ARQUITECTURA F 85.93 21 60.06 160.06
## 4020 4020 INDUSTRIAL F 85.10 21 58.07 158.07
## 4021 4021 ARQUITECTURA F 87.65 21 62.15 162.15
## 4022 4022 MECANICA F 96.50 24 59.18 159.18
## 4023 4023 SISTEMAS F 83.71 20 62.60 162.60
## 4024 4024 INDUSTRIAL F 86.36 21 61.74 161.74
## 4025 4025 MECATRONICA M 83.05 20 79.69 179.69
## 4026 4026 INDUSTRIAL F 88.28 22 62.04 162.04
## 4027 4027 MECATRONICA M 87.33 21 77.12 177.12
## 4028 4028 CIVIL F 82.41 20 57.65 157.65
## 4029 4029 ARQUITECTURA M 87.23 21 78.79 178.79
## 4030 4030 MECATRONICA M 90.82 22 80.34 180.34
## 4031 4031 MECANICA M 84.45 21 74.57 174.57
## 4032 4032 QUIMICA M 83.72 20 75.86 175.86
## 4033 4033 INDUSTRIAL F 86.05 21 56.94 156.94
## 4034 4034 ELECTRICA M 84.85 21 81.35 181.35
## 4035 4035 TIC M 79.28 19 80.42 180.42
## 4036 4036 TIC M 86.44 21 81.04 181.04
## 4037 4037 SISTEMAS F 86.67 21 60.75 160.75
## 4038 4038 ELECTRONICA F 84.99 21 60.39 160.39
## 4039 4039 INDUSTRIAL M 86.60 21 79.20 179.20
## 4040 4040 ARQUITECTURA M 84.59 21 78.42 178.42
## 4041 4041 ADMINISTRACION M 85.04 21 75.98 175.98
## 4042 4042 ELECTRONICA F 90.53 22 63.24 163.24
## 4043 4043 TIC M 85.49 21 78.41 178.41
## 4044 4044 CIVIL F 85.05 21 60.96 160.96
## 4045 4045 ELECTRONICA F 82.55 20 59.82 159.82
## 4046 4046 MECANICA M 83.85 20 71.30 171.30
## 4047 4047 ELECTRONICA M 79.97 19 84.19 184.19
## 4048 4048 MECATRONICA M 77.91 19 78.59 178.59
## 4049 4049 ELECTRICA F 86.14 21 60.14 160.14
## 4050 4050 ADMINISTRACION M 91.71 23 80.90 180.90
## 4051 4051 QUIMICA M 88.30 22 78.70 178.70
## 4052 4052 SISTEMAS F 78.66 19 58.70 158.70
## 4053 4053 ARQUITECTURA F 88.68 22 57.97 157.97
## 4054 4054 CIVIL M 86.30 21 77.58 177.58
## 4055 4055 CIVIL F 85.39 21 59.46 159.46
## 4056 4056 QUIMICA F 83.28 20 60.01 160.01
## 4057 4057 ELECTRICA M 80.04 19 80.86 180.86
## 4058 4058 INFORMATICA F 85.58 21 63.59 163.59
## 4059 4059 MECATRONICA F 83.80 20 63.20 163.20
## 4060 4060 ELECTRICA F 88.95 22 57.99 157.99
## 4061 4061 ADMINISTRACION F 86.86 21 58.32 158.32
## 4062 4062 MECATRONICA F 90.33 22 57.58 157.58
## 4063 4063 ELECTRONICA M 84.34 21 78.50 178.50
## 4064 4064 INFORMATICA M 85.84 21 81.26 181.26
## 4065 4065 CIVIL F 87.32 21 60.41 160.41
## 4066 4066 ELECTRONICA F 86.27 21 57.98 157.98
## 4067 4067 ARQUITECTURA F 87.53 21 60.24 160.24
## 4068 4068 INDUSTRIAL M 89.77 22 80.22 180.22
## 4069 4069 SISTEMAS M 91.22 23 79.76 179.76
## 4070 4070 MECATRONICA F 86.32 21 62.00 162.00
## 4071 4071 QUIMICA F 87.64 21 62.15 162.15
## 4072 4072 TIC F 80.37 19 59.81 159.81
## 4073 4073 ADMINISTRACION F 86.29 21 61.82 161.82
## 4074 4074 MECANICA F 88.68 22 59.08 159.08
## 4075 4075 INFORMATICA F 82.99 20 59.39 159.39
## 4076 4076 ADMINISTRACION M 86.31 21 75.13 175.13
## 4077 4077 SISTEMAS F 84.54 21 58.27 158.27
## 4078 4078 QUIMICA F 85.31 21 59.11 159.11
## 4079 4079 BIOQUIMICA M 85.28 21 76.00 176.00
## 4080 4080 INFORMATICA M 90.93 22 78.15 178.15
## 4081 4081 QUIMICA M 90.46 22 77.56 177.56
## 4082 4082 ADMINISTRACION M 81.89 20 82.07 182.07
## 4083 4083 BIOQUIMICA M 90.66 22 80.78 180.78
## 4084 4084 MECANICA F 85.46 21 60.94 160.94
## 4085 4085 BIOQUIMICA F 80.73 19 60.41 160.41
## 4086 4086 ARQUITECTURA M 85.93 21 78.75 178.75
## 4087 4087 ADMINISTRACION F 85.78 21 56.88 156.88
## 4088 4088 SISTEMAS M 81.79 20 74.84 174.84
## 4089 4089 CIVIL M 78.72 19 84.99 184.99
## 4090 4090 ADMINISTRACION M 86.60 21 84.37 184.37
## 4091 4091 ADMINISTRACION F 85.92 21 60.26 160.26
## 4092 4092 MECANICA F 89.67 22 59.37 159.37
## 4093 4093 INFORMATICA M 89.55 22 83.62 183.62
## 4094 4094 MECATRONICA F 85.79 21 64.10 164.10
## 4095 4095 MECATRONICA F 87.33 21 61.56 161.56
## 4096 4096 INFORMATICA F 85.97 21 61.14 161.14
## 4097 4097 INFORMATICA F 83.56 20 56.70 156.70
## 4098 4098 SISTEMAS M 80.42 19 81.75 181.75
## 4099 4099 MECANICA M 88.79 22 82.80 182.80
## 4100 4100 CIVIL F 89.91 22 58.47 158.47
## 4101 4101 ADMINISTRACION F 85.24 21 56.61 156.61
## 4102 4102 INFORMATICA M 83.03 20 84.54 184.54
## 4103 4103 SISTEMAS F 87.95 22 60.59 160.59
## 4104 4104 QUIMICA M 89.46 22 81.21 181.21
## 4105 4105 ELECTRICA M 82.24 20 78.60 178.60
## 4106 4106 SISTEMAS M 84.23 20 79.19 179.19
## 4107 4107 TIC F 85.41 21 58.34 158.34
## 4108 4108 TIC M 89.71 22 78.48 178.48
## 4109 4109 INDUSTRIAL M 88.56 22 76.88 176.88
## 4110 4110 ARQUITECTURA F 87.86 22 60.96 160.96
## 4111 4111 INDUSTRIAL F 87.56 21 60.33 160.33
## 4112 4112 BIOQUIMICA F 83.98 20 60.11 160.11
## 4113 4113 INFORMATICA F 88.85 22 59.03 159.03
## 4114 4114 CIVIL F 87.98 22 61.70 161.70
## 4115 4115 ARQUITECTURA M 88.17 22 79.30 179.30
## 4116 4116 INFORMATICA M 89.58 22 82.02 182.02
## 4117 4117 ADMINISTRACION F 83.34 20 62.62 162.62
## 4118 4118 MECATRONICA F 86.11 21 61.68 161.68
## 4119 4119 ARQUITECTURA M 84.96 21 78.01 178.01
## 4120 4120 MECANICA M 87.91 22 79.76 179.76
## 4121 4121 SISTEMAS M 87.98 22 82.08 182.08
## 4122 4122 SISTEMAS F 89.26 22 57.91 157.91
## 4123 4123 MECANICA M 88.61 22 79.58 179.58
## 4124 4124 SISTEMAS F 81.53 20 59.52 159.52
## 4125 4125 INFORMATICA F 86.00 21 62.75 162.75
## 4126 4126 ARQUITECTURA M 85.68 21 77.67 177.67
## 4127 4127 TIC M 88.80 22 75.55 175.55
## 4128 4128 ADMINISTRACION M 86.08 21 76.34 176.34
## 4129 4129 TIC F 81.24 20 59.30 159.30
## 4130 4130 ARQUITECTURA F 90.05 22 58.27 158.27
## 4131 4131 ELECTRICA F 87.48 21 58.39 158.39
## 4132 4132 INFORMATICA F 83.52 20 56.40 156.40
## 4133 4133 MECANICA M 84.57 21 75.25 175.25
## 4134 4134 MECANICA F 84.51 21 62.20 162.20
## 4135 4135 CIVIL M 87.83 22 85.76 185.76
## 4136 4136 MECANICA M 85.00 21 79.94 179.94
## 4137 4137 CIVIL F 89.71 22 57.67 157.67
## 4138 4138 BIOQUIMICA F 88.29 22 62.73 162.73
## 4139 4139 ADMINISTRACION M 86.45 21 74.69 174.69
## 4140 4140 BIOQUIMICA F 82.02 20 58.98 158.98
## 4141 4141 MECATRONICA F 83.16 20 57.41 157.41
## 4142 4142 ARQUITECTURA F 85.89 21 55.75 155.75
## 4143 4143 INDUSTRIAL M 89.10 22 77.60 177.60
## 4144 4144 MECANICA M 87.30 21 76.23 176.23
## 4145 4145 INDUSTRIAL F 88.30 22 60.30 160.30
## 4146 4146 ELECTRONICA M 82.76 20 85.15 185.15
## 4147 4147 SISTEMAS F 84.43 21 59.78 159.78
## 4148 4148 ELECTRONICA M 87.46 21 85.22 185.22
## 4149 4149 QUIMICA F 84.42 21 59.34 159.34
## 4150 4150 MECANICA M 91.15 22 74.75 174.75
## 4151 4151 ADMINISTRACION F 83.80 20 61.54 161.54
## 4152 4152 ADMINISTRACION F 87.79 22 59.89 159.89
## 4153 4153 CIVIL M 77.46 19 81.82 181.82
## 4154 4154 ELECTRONICA F 85.84 21 57.81 157.81
## 4155 4155 TIC F 87.08 21 61.75 161.75
## 4156 4156 ADMINISTRACION F 85.26 21 60.97 160.97
## 4157 4157 INDUSTRIAL M 83.50 20 79.07 179.07
## 4158 4158 BIOQUIMICA M 91.77 23 80.79 180.79
## 4159 4159 INFORMATICA M 87.43 21 76.01 176.01
## 4160 4160 ELECTRICA F 83.66 20 64.13 164.13
## 4161 4161 MECANICA M 84.18 20 79.06 179.06
## 4162 4162 ARQUITECTURA F 86.20 21 61.37 161.37
## 4163 4163 ARQUITECTURA F 84.83 21 63.22 163.22
## 4164 4164 INFORMATICA F 84.04 20 61.44 161.44
## 4165 4165 ELECTRICA F 81.55 20 58.47 158.47
## 4166 4166 MECANICA M 85.88 21 74.47 174.47
## 4167 4167 SISTEMAS F 83.25 20 59.97 159.97
## 4168 4168 BIOQUIMICA M 86.42 21 84.50 184.50
## 4169 4169 BIOQUIMICA F 91.43 23 55.54 155.54
## 4170 4170 ARQUITECTURA M 90.76 22 79.93 179.93
## 4171 4171 SISTEMAS F 93.59 23 64.46 164.46
## 4172 4172 MECANICA F 86.23 21 62.59 162.59
## 4173 4173 INDUSTRIAL F 79.94 19 64.69 164.69
## 4174 4174 ARQUITECTURA M 83.47 20 81.87 181.87
## 4175 4175 MECANICA M 87.61 21 75.36 175.36
## 4176 4176 ARQUITECTURA F 83.05 20 62.13 162.13
## 4177 4177 INDUSTRIAL M 86.70 21 84.14 184.14
## 4178 4178 TIC M 86.36 21 81.16 181.16
## 4179 4179 ADMINISTRACION F 92.45 23 61.95 161.95
## 4180 4180 ADMINISTRACION M 86.58 21 81.94 181.94
## 4181 4181 CIVIL M 85.11 21 78.43 178.43
## 4182 4182 CIVIL M 93.06 23 80.31 180.31
## 4183 4183 QUIMICA F 91.31 23 58.47 158.47
## 4184 4184 INDUSTRIAL F 88.42 22 59.94 159.94
## 4185 4185 ELECTRICA M 90.15 22 81.81 181.81
## 4186 4186 MECANICA F 79.87 19 61.70 161.70
## 4187 4187 MECATRONICA M 78.07 19 78.07 178.07
## 4188 4188 MECATRONICA F 83.02 20 59.93 159.93
## 4189 4189 BIOQUIMICA M 79.86 19 84.68 184.68
## 4190 4190 QUIMICA M 85.04 21 76.21 176.21
## 4191 4191 INFORMATICA F 85.54 21 56.71 156.71
## 4192 4192 MECANICA M 82.79 20 84.55 184.55
## 4193 4193 QUIMICA M 88.46 22 80.10 180.10
## 4194 4194 BIOQUIMICA F 87.89 22 64.97 164.97
## 4195 4195 BIOQUIMICA M 82.98 20 81.75 181.75
## 4196 4196 INFORMATICA M 85.49 21 79.98 179.98
## 4197 4197 MECATRONICA F 82.39 20 60.69 160.69
## 4198 4198 ARQUITECTURA F 82.72 20 62.02 162.02
## 4199 4199 INDUSTRIAL M 86.27 21 80.74 180.74
## 4200 4200 MECANICA M 92.80 23 90.26 190.26
## 4201 4201 BIOQUIMICA F 84.87 21 61.19 161.19
## 4202 4202 SISTEMAS M 89.79 22 80.08 180.08
## 4203 4203 ADMINISTRACION M 80.04 19 74.60 174.60
## 4204 4204 CIVIL F 90.36 22 58.17 158.17
## 4205 4205 BIOQUIMICA F 85.77 21 59.59 159.59
## 4206 4206 ADMINISTRACION F 84.68 21 57.92 157.92
## 4207 4207 CIVIL F 86.91 21 62.82 162.82
## 4208 4208 ARQUITECTURA M 97.06 24 77.72 177.72
## 4209 4209 ARQUITECTURA F 85.69 21 60.43 160.43
## 4210 4210 TIC F 91.03 22 58.51 158.51
## 4211 4211 ELECTRICA M 85.63 21 78.64 178.64
## 4212 4212 CIVIL F 84.77 21 58.96 158.96
## 4213 4213 TIC M 86.06 21 85.15 185.15
## 4214 4214 INFORMATICA M 85.94 21 83.86 183.86
## 4215 4215 ARQUITECTURA M 90.23 22 76.81 176.81
## 4216 4216 ELECTRICA M 89.97 22 83.37 183.37
## 4217 4217 SISTEMAS F 87.65 21 60.99 160.99
## 4218 4218 MECATRONICA F 85.31 21 61.25 161.25
## 4219 4219 INFORMATICA F 85.50 21 61.02 161.02
## 4220 4220 ARQUITECTURA M 96.73 24 80.55 180.55
## 4221 4221 ADMINISTRACION M 84.97 21 77.63 177.63
## 4222 4222 ADMINISTRACION M 88.28 22 82.07 182.07
## 4223 4223 SISTEMAS M 80.42 19 80.40 180.40
## 4224 4224 BIOQUIMICA F 88.75 22 61.03 161.03
## 4225 4225 ELECTRONICA F 94.23 23 61.22 161.22
## 4226 4226 ARQUITECTURA F 87.28 21 57.50 157.50
## 4227 4227 ARQUITECTURA M 86.22 21 78.52 178.52
## 4228 4228 MECANICA F 89.73 22 58.95 158.95
## 4229 4229 MECANICA M 86.90 21 80.76 180.76
## 4230 4230 SISTEMAS M 95.72 24 76.05 176.05
## 4231 4231 MECATRONICA M 85.49 21 80.93 180.93
## 4232 4232 CIVIL F 82.97 20 59.07 159.07
## 4233 4233 TIC F 87.56 21 62.57 162.57
## 4234 4234 TIC F 89.96 22 60.45 160.45
## 4235 4235 ELECTRICA F 83.04 20 60.96 160.96
## 4236 4236 CIVIL M 92.32 23 80.00 180.00
## 4237 4237 MECANICA F 85.11 21 58.17 158.17
## 4238 4238 BIOQUIMICA M 83.87 20 79.14 179.14
## 4239 4239 MECANICA M 91.01 22 79.06 179.06
## 4240 4240 QUIMICA F 82.93 20 66.44 166.44
## 4241 4241 TIC M 83.06 20 76.61 176.61
## 4242 4242 QUIMICA F 88.20 22 57.41 157.41
## 4243 4243 QUIMICA M 87.76 22 75.46 175.46
## 4244 4244 MECATRONICA M 88.54 22 80.72 180.72
## 4245 4245 ELECTRICA F 87.80 22 56.73 156.73
## 4246 4246 CIVIL F 85.49 21 61.43 161.43
## 4247 4247 MECATRONICA F 84.99 21 59.91 159.91
## 4248 4248 ELECTRONICA F 87.17 21 60.29 160.29
## 4249 4249 BIOQUIMICA M 81.58 20 80.52 180.52
## 4250 4250 BIOQUIMICA F 80.00 19 59.11 159.11
## 4251 4251 QUIMICA M 79.19 19 80.08 180.08
## 4252 4252 CIVIL F 85.06 21 58.65 158.65
## 4253 4253 MECANICA F 88.58 22 64.18 164.18
## 4254 4254 ARQUITECTURA M 88.41 22 81.61 181.61
## 4255 4255 INFORMATICA F 81.97 20 58.28 158.28
## 4256 4256 INDUSTRIAL F 85.92 21 60.70 160.70
## 4257 4257 TIC F 85.11 21 59.87 159.87
## 4258 4258 ADMINISTRACION M 90.70 22 80.89 180.89
## 4259 4259 INDUSTRIAL M 86.27 21 80.33 180.33
## 4260 4260 ADMINISTRACION F 86.73 21 55.21 155.21
## 4261 4261 MECATRONICA F 80.05 19 55.78 155.78
## 4262 4262 ELECTRICA F 94.41 23 58.19 158.19
## 4263 4263 ARQUITECTURA M 90.16 22 83.45 183.45
## 4264 4264 ADMINISTRACION M 79.32 19 77.60 177.60
## 4265 4265 ELECTRICA F 80.55 19 62.06 162.06
## 4266 4266 ELECTRONICA F 84.64 21 57.30 157.30
## 4267 4267 ADMINISTRACION M 88.52 22 81.02 181.02
## 4268 4268 MECATRONICA M 87.32 21 80.97 180.97
## 4269 4269 ELECTRICA M 88.64 22 78.85 178.85
## 4270 4270 INFORMATICA F 85.53 21 63.51 163.51
## 4271 4271 BIOQUIMICA F 84.51 21 62.69 162.69
## 4272 4272 ARQUITECTURA F 84.98 21 58.43 158.43
## 4273 4273 INDUSTRIAL M 87.89 22 77.42 177.42
## 4274 4274 CIVIL F 78.09 19 60.69 160.69
## 4275 4275 ADMINISTRACION M 87.73 22 76.00 176.00
## 4276 4276 MECATRONICA M 86.47 21 79.30 179.30
## 4277 4277 INFORMATICA M 86.04 21 82.53 182.53
## 4278 4278 ELECTRICA M 88.40 22 80.75 180.75
## 4279 4279 MECANICA F 87.81 22 58.92 158.92
## 4280 4280 MECANICA F 85.70 21 56.11 156.11
## 4281 4281 MECATRONICA M 88.67 22 79.54 179.54
## 4282 4282 QUIMICA F 89.04 22 58.20 158.20
## 4283 4283 ELECTRONICA M 87.97 22 86.18 186.18
## 4284 4284 QUIMICA F 82.66 20 58.42 158.42
## 4285 4285 CIVIL M 87.38 21 81.07 181.07
## 4286 4286 ARQUITECTURA F 84.39 21 56.76 156.76
## 4287 4287 TIC M 90.94 22 76.41 176.41
## 4288 4288 INFORMATICA F 85.99 21 60.27 160.27
## 4289 4289 MECANICA M 79.52 19 81.71 181.71
## 4290 4290 BIOQUIMICA F 90.27 22 59.37 159.37
## 4291 4291 CIVIL F 88.57 22 62.92 162.92
## 4292 4292 MECANICA M 82.53 20 78.64 178.64
## 4293 4293 MECATRONICA M 89.64 22 76.91 176.91
## 4294 4294 ELECTRONICA M 82.53 20 86.01 186.01
## 4295 4295 ELECTRONICA F 88.88 22 57.44 157.44
## 4296 4296 CIVIL F 82.55 20 60.57 160.57
## 4297 4297 TIC F 84.06 20 62.30 162.30
## 4298 4298 CIVIL M 97.34 24 76.95 176.95
## 4299 4299 ADMINISTRACION M 93.22 23 75.99 175.99
## 4300 4300 SISTEMAS F 87.25 21 58.29 158.29
## 4301 4301 SISTEMAS M 90.57 22 77.53 177.53
## 4302 4302 ELECTRONICA M 85.24 21 82.93 182.93
## 4303 4303 CIVIL F 89.80 22 61.52 161.52
## 4304 4304 BIOQUIMICA F 84.78 21 56.73 156.73
## 4305 4305 ADMINISTRACION F 84.68 21 63.42 163.42
## 4306 4306 CIVIL F 85.72 21 59.69 159.69
## 4307 4307 QUIMICA M 84.48 21 82.37 182.37
## 4308 4308 ELECTRONICA F 91.03 22 56.84 156.84
## 4309 4309 ELECTRONICA M 79.42 19 80.66 180.66
## 4310 4310 SISTEMAS M 88.90 22 81.92 181.92
## 4311 4311 ELECTRONICA F 89.15 22 64.83 164.83
## 4312 4312 INFORMATICA M 84.01 20 78.29 178.29
## 4313 4313 ARQUITECTURA F 84.71 21 58.96 158.96
## 4314 4314 TIC M 85.06 21 76.20 176.20
## 4315 4315 INFORMATICA F 88.70 22 61.92 161.92
## 4316 4316 ARQUITECTURA F 84.82 21 59.38 159.38
## 4317 4317 ELECTRONICA F 87.37 21 59.42 159.42
## 4318 4318 ELECTRONICA M 84.02 20 79.99 179.99
## 4319 4319 CIVIL M 87.06 21 82.30 182.30
## 4320 4320 CIVIL F 87.66 21 59.99 159.99
## 4321 4321 INDUSTRIAL F 90.56 22 60.85 160.85
## 4322 4322 CIVIL M 82.18 20 79.09 179.09
## 4323 4323 MECATRONICA M 91.20 23 80.50 180.50
## 4324 4324 CIVIL F 87.32 21 61.64 161.64
## 4325 4325 ELECTRONICA M 89.28 22 78.40 178.40
## 4326 4326 ARQUITECTURA M 89.19 22 75.71 175.71
## 4327 4327 ADMINISTRACION F 86.86 21 57.69 157.69
## 4328 4328 ADMINISTRACION M 86.81 21 76.85 176.85
## 4329 4329 MECATRONICA M 80.28 19 79.72 179.72
## 4330 4330 INDUSTRIAL F 88.38 22 55.85 155.85
## 4331 4331 INFORMATICA M 85.91 21 84.83 184.83
## 4332 4332 MECANICA M 91.79 23 78.31 178.31
## 4333 4333 ADMINISTRACION M 90.48 22 78.58 178.58
## 4334 4334 MECANICA M 80.28 19 80.11 180.11
## 4335 4335 MECATRONICA M 81.17 20 80.66 180.66
## 4336 4336 QUIMICA M 85.80 21 80.06 180.06
## 4337 4337 INFORMATICA F 83.18 20 63.80 163.80
## 4338 4338 ADMINISTRACION F 89.14 22 63.20 163.20
## 4339 4339 ARQUITECTURA F 87.75 22 60.12 160.12
## 4340 4340 SISTEMAS F 86.63 21 57.08 157.08
## 4341 4341 SISTEMAS M 88.51 22 80.62 180.62
## 4342 4342 TIC M 90.82 22 76.22 176.22
## 4343 4343 ELECTRONICA M 90.44 22 74.72 174.72
## 4344 4344 MECANICA M 86.73 21 78.70 178.70
## 4345 4345 ARQUITECTURA M 86.60 21 78.38 178.38
## 4346 4346 BIOQUIMICA M 87.35 21 78.18 178.18
## 4347 4347 MECATRONICA F 81.74 20 60.98 160.98
## 4348 4348 ELECTRONICA F 87.82 22 61.91 161.91
## 4349 4349 ARQUITECTURA M 87.04 21 75.27 175.27
## 4350 4350 BIOQUIMICA M 85.80 21 76.46 176.46
## 4351 4351 CIVIL M 84.55 21 74.24 174.24
## 4352 4352 ARQUITECTURA M 93.15 23 77.39 177.39
## 4353 4353 INFORMATICA M 88.89 22 80.43 180.43
## 4354 4354 MECANICA M 86.54 21 82.09 182.09
## 4355 4355 ADMINISTRACION F 89.41 22 58.59 158.59
## 4356 4356 QUIMICA M 84.08 20 81.24 181.24
## 4357 4357 TIC M 87.79 22 76.24 176.24
## 4358 4358 CIVIL M 93.20 23 77.14 177.14
## 4359 4359 CIVIL F 81.97 20 60.74 160.74
## 4360 4360 QUIMICA F 88.73 22 58.63 158.63
## 4361 4361 ELECTRICA F 82.32 20 61.85 161.85
## 4362 4362 BIOQUIMICA F 84.55 21 60.55 160.55
## 4363 4363 BIOQUIMICA F 88.44 22 61.15 161.15
## 4364 4364 MECANICA F 86.15 21 60.85 160.85
## 4365 4365 CIVIL M 80.28 19 81.58 181.58
## 4366 4366 MECATRONICA F 86.88 21 60.25 160.25
## 4367 4367 BIOQUIMICA F 85.98 21 59.12 159.12
## 4368 4368 INDUSTRIAL M 90.14 22 74.64 174.64
## 4369 4369 ADMINISTRACION F 89.15 22 60.80 160.80
## 4370 4370 CIVIL M 83.83 20 80.98 180.98
## 4371 4371 QUIMICA F 96.48 24 61.88 161.88
## 4372 4372 INFORMATICA F 86.18 21 61.61 161.61
## 4373 4373 QUIMICA F 84.03 20 58.39 158.39
## 4374 4374 ELECTRICA F 80.40 19 64.85 164.85
## 4375 4375 ELECTRICA F 91.23 23 58.07 158.07
## 4376 4376 QUIMICA F 83.26 20 60.59 160.59
## 4377 4377 INFORMATICA M 85.56 21 76.91 176.91
## 4378 4378 INDUSTRIAL M 87.83 22 76.44 176.44
## 4379 4379 MECANICA F 83.59 20 57.29 157.29
## 4380 4380 ARQUITECTURA M 89.03 22 82.97 182.97
## 4381 4381 SISTEMAS F 84.39 21 60.66 160.66
## 4382 4382 SISTEMAS M 81.91 20 79.15 179.15
## 4383 4383 BIOQUIMICA M 85.42 21 85.07 185.07
## 4384 4384 SISTEMAS M 84.65 21 75.60 175.60
## 4385 4385 CIVIL F 84.80 21 61.95 161.95
## 4386 4386 INDUSTRIAL F 83.08 20 64.26 164.26
## 4387 4387 ELECTRICA M 84.46 21 80.82 180.82
## 4388 4388 QUIMICA M 86.19 21 80.30 180.30
## 4389 4389 INFORMATICA M 85.42 21 81.32 181.32
## 4390 4390 ADMINISTRACION F 80.79 19 62.30 162.30
## 4391 4391 ADMINISTRACION M 85.90 21 79.32 179.32
## 4392 4392 ELECTRICA M 78.94 19 82.43 182.43
## 4393 4393 SISTEMAS F 76.66 18 57.75 157.75
## 4394 4394 BIOQUIMICA M 89.16 22 79.98 179.98
## 4395 4395 INDUSTRIAL F 94.36 23 59.90 159.90
## 4396 4396 SISTEMAS F 85.78 21 58.24 158.24
## 4397 4397 SISTEMAS F 82.90 20 58.54 158.54
## 4398 4398 MECANICA M 80.93 20 82.83 182.83
## 4399 4399 MECATRONICA M 88.20 22 71.98 171.98
## 4400 4400 TIC M 90.61 22 84.44 184.44
## 4401 4401 INFORMATICA M 83.68 20 74.49 174.49
## 4402 4402 CIVIL M 84.86 21 79.88 179.88
## 4403 4403 QUIMICA F 86.23 21 62.11 162.11
## 4404 4404 ARQUITECTURA F 79.96 19 58.08 158.08
## 4405 4405 BIOQUIMICA M 84.71 21 79.85 179.85
## 4406 4406 ELECTRICA M 86.88 21 82.13 182.13
## 4407 4407 BIOQUIMICA F 82.93 20 62.55 162.55
## 4408 4408 TIC M 85.67 21 78.65 178.65
## 4409 4409 ELECTRICA M 87.75 22 79.91 179.91
## 4410 4410 ARQUITECTURA F 84.20 20 56.64 156.64
## 4411 4411 QUIMICA F 86.10 21 59.12 159.12
## 4412 4412 MECATRONICA F 88.79 22 61.59 161.59
## 4413 4413 CIVIL M 82.75 20 75.62 175.62
## 4414 4414 SISTEMAS F 88.34 22 56.88 156.88
## 4415 4415 TIC F 87.66 21 59.90 159.90
## 4416 4416 INFORMATICA F 86.18 21 58.72 158.72
## 4417 4417 QUIMICA F 92.65 23 61.15 161.15
## 4418 4418 ELECTRICA M 80.34 19 74.89 174.89
## 4419 4419 ELECTRONICA F 84.90 21 59.08 159.08
## 4420 4420 ELECTRONICA M 86.21 21 80.79 180.79
## 4421 4421 ARQUITECTURA M 86.19 21 78.11 178.11
## 4422 4422 CIVIL F 84.79 21 58.74 158.74
## 4423 4423 ELECTRONICA F 90.09 22 57.55 157.55
## 4424 4424 BIOQUIMICA M 86.87 21 79.72 179.72
## 4425 4425 ELECTRICA M 79.17 19 75.53 175.53
## 4426 4426 ARQUITECTURA F 86.59 21 63.03 163.03
## 4427 4427 MECATRONICA F 86.94 21 62.53 162.53
## 4428 4428 CIVIL M 84.62 21 73.36 173.36
## 4429 4429 INDUSTRIAL M 87.32 21 84.81 184.81
## 4430 4430 INFORMATICA M 91.05 22 83.30 183.30
## 4431 4431 ELECTRICA M 93.41 23 77.79 177.79
## 4432 4432 ARQUITECTURA F 85.58 21 66.07 166.07
## 4433 4433 INFORMATICA F 83.37 20 61.05 161.05
## 4434 4434 ELECTRONICA F 90.32 22 59.30 159.30
## 4435 4435 ELECTRICA M 85.05 21 84.95 184.95
## 4436 4436 INFORMATICA F 81.25 20 55.59 155.59
## 4437 4437 TIC M 82.80 20 77.26 177.26
## 4438 4438 TIC F 86.28 21 61.08 161.08
## 4439 4439 ELECTRONICA M 86.42 21 76.45 176.45
## 4440 4440 BIOQUIMICA F 87.05 21 63.45 163.45
## 4441 4441 QUIMICA M 81.61 20 85.37 185.37
## 4442 4442 MECANICA F 86.72 21 55.86 155.86
## 4443 4443 ELECTRICA F 83.46 20 62.28 162.28
## 4444 4444 ARQUITECTURA F 86.83 21 59.42 159.42
## 4445 4445 ELECTRONICA F 84.41 21 59.57 159.57
## 4446 4446 SISTEMAS M 85.31 21 78.50 178.50
## 4447 4447 ADMINISTRACION M 89.37 22 78.62 178.62
## 4448 4448 QUIMICA F 86.57 21 61.12 161.12
## 4449 4449 SISTEMAS F 90.78 22 62.52 162.52
## 4450 4450 SISTEMAS M 85.52 21 79.48 179.48
## 4451 4451 INFORMATICA F 89.34 22 59.28 159.28
## 4452 4452 SISTEMAS F 82.77 20 57.19 157.19
## 4453 4453 BIOQUIMICA F 83.70 20 61.19 161.19
## 4454 4454 ARQUITECTURA M 85.13 21 80.98 180.98
## 4455 4455 ADMINISTRACION M 87.41 21 84.22 184.22
## 4456 4456 QUIMICA F 83.32 20 62.58 162.58
## 4457 4457 BIOQUIMICA F 86.73 21 61.60 161.60
## 4458 4458 BIOQUIMICA M 83.53 20 77.99 177.99
## 4459 4459 ADMINISTRACION M 81.68 20 77.32 177.32
## 4460 4460 ELECTRICA M 92.64 23 74.23 174.23
## 4461 4461 MECANICA M 81.30 20 79.87 179.87
## 4462 4462 CIVIL M 77.11 18 78.82 178.82
## 4463 4463 MECANICA M 87.36 21 83.33 183.33
## 4464 4464 ADMINISTRACION M 88.57 22 73.42 173.42
## 4465 4465 INDUSTRIAL F 83.15 20 60.53 160.53
## 4466 4466 INFORMATICA M 86.04 21 78.31 178.31
## 4467 4467 ARQUITECTURA M 84.76 21 77.49 177.49
## 4468 4468 SISTEMAS M 91.11 22 77.11 177.11
## 4469 4469 ELECTRICA F 86.53 21 60.20 160.20
## 4470 4470 MECATRONICA M 83.23 20 77.28 177.28
## 4471 4471 ARQUITECTURA F 86.82 21 60.48 160.48
## 4472 4472 CIVIL M 83.55 20 82.44 182.44
## 4473 4473 QUIMICA F 84.19 20 59.37 159.37
## 4474 4474 SISTEMAS F 88.20 22 64.42 164.42
## 4475 4475 ELECTRONICA M 87.30 21 76.46 176.46
## 4476 4476 TIC F 86.38 21 58.84 158.84
## 4477 4477 CIVIL F 85.83 21 57.18 157.18
## 4478 4478 ELECTRICA F 87.71 21 55.59 155.59
## 4479 4479 QUIMICA F 84.84 21 61.18 161.18
## 4480 4480 MECATRONICA F 81.70 20 62.13 162.13
## 4481 4481 CIVIL M 83.50 20 84.40 184.40
## 4482 4482 ELECTRONICA M 83.54 20 79.20 179.20
## 4483 4483 SISTEMAS F 84.69 21 59.77 159.77
## 4484 4484 MECATRONICA M 92.51 23 77.40 177.40
## 4485 4485 ADMINISTRACION F 82.02 20 58.94 158.94
## 4486 4486 MECANICA F 86.68 21 61.37 161.37
## 4487 4487 SISTEMAS F 84.41 21 59.44 159.44
## 4488 4488 BIOQUIMICA M 83.79 20 83.36 183.36
## 4489 4489 SISTEMAS F 87.88 22 60.96 160.96
## 4490 4490 CIVIL M 85.99 21 75.89 175.89
## 4491 4491 CIVIL F 89.52 22 54.74 154.74
## 4492 4492 MECATRONICA M 85.20 21 82.49 182.49
## 4493 4493 ELECTRONICA F 89.35 22 60.46 160.46
## 4494 4494 ADMINISTRACION M 86.42 21 79.99 179.99
## 4495 4495 ELECTRONICA M 89.28 22 75.52 175.52
## 4496 4496 QUIMICA F 87.05 21 61.32 161.32
## 4497 4497 BIOQUIMICA F 91.59 23 60.21 160.21
## 4498 4498 ADMINISTRACION M 80.99 20 81.35 181.35
## 4499 4499 INDUSTRIAL F 76.47 18 60.02 160.02
## 4500 4500 TIC F 89.26 22 61.94 161.94
## 4501 4501 ELECTRONICA M 84.63 21 74.08 174.08
## 4502 4502 INFORMATICA F 84.11 20 61.30 161.30
## 4503 4503 MECATRONICA M 83.47 20 79.62 179.62
## 4504 4504 TIC F 77.63 19 63.76 163.76
## 4505 4505 CIVIL M 81.94 20 81.23 181.23
## 4506 4506 MECANICA F 82.01 20 62.43 162.43
## 4507 4507 ARQUITECTURA F 80.67 19 59.35 159.35
## 4508 4508 SISTEMAS F 88.28 22 60.46 160.46
## 4509 4509 MECATRONICA M 87.41 21 80.10 180.10
## 4510 4510 ELECTRICA F 84.48 21 64.50 164.50
## 4511 4511 ELECTRICA M 89.21 22 81.13 181.13
## 4512 4512 ADMINISTRACION M 84.36 21 79.57 179.57
## 4513 4513 ADMINISTRACION F 87.41 21 62.97 162.97
## 4514 4514 ADMINISTRACION F 93.03 23 58.05 158.05
## 4515 4515 SISTEMAS F 86.52 21 62.01 162.01
## 4516 4516 TIC M 86.13 21 75.55 175.55
## 4517 4517 ADMINISTRACION F 90.97 22 60.86 160.86
## 4518 4518 INDUSTRIAL F 91.72 23 57.68 157.68
## 4519 4519 BIOQUIMICA F 85.12 21 58.08 158.08
## 4520 4520 CIVIL M 79.64 19 79.38 179.38
## 4521 4521 INDUSTRIAL F 83.95 20 59.44 159.44
## 4522 4522 MECANICA M 81.90 20 77.06 177.06
## 4523 4523 INDUSTRIAL M 88.21 22 75.92 175.92
## 4524 4524 SISTEMAS M 90.76 22 74.52 174.52
## 4525 4525 ELECTRONICA F 91.73 23 60.27 160.27
## 4526 4526 SISTEMAS M 78.25 19 81.83 181.83
## 4527 4527 ELECTRICA F 86.00 21 61.38 161.38
## 4528 4528 QUIMICA F 77.57 19 59.88 159.88
## 4529 4529 INDUSTRIAL F 89.97 22 63.36 163.36
## 4530 4530 INFORMATICA F 82.86 20 62.88 162.88
## 4531 4531 ARQUITECTURA F 88.95 22 61.28 161.28
## 4532 4532 ELECTRONICA F 88.28 22 58.56 158.56
## 4533 4533 ELECTRONICA M 82.72 20 81.58 181.58
## 4534 4534 INFORMATICA F 85.57 21 62.96 162.96
## 4535 4535 INDUSTRIAL M 82.46 20 82.43 182.43
## 4536 4536 ARQUITECTURA F 76.99 18 60.10 160.10
## 4537 4537 ELECTRICA M 87.13 21 76.64 176.64
## 4538 4538 QUIMICA M 85.74 21 76.20 176.20
## 4539 4539 MECANICA F 83.46 20 62.24 162.24
## 4540 4540 ARQUITECTURA F 89.86 22 60.51 160.51
## 4541 4541 INFORMATICA F 89.00 22 58.00 158.00
## 4542 4542 MECANICA M 89.90 22 84.37 184.37
## 4543 4543 ADMINISTRACION M 89.79 22 81.84 181.84
## 4544 4544 QUIMICA F 88.23 22 56.52 156.52
## 4545 4545 INFORMATICA M 86.52 21 80.00 180.00
## 4546 4546 BIOQUIMICA F 81.61 20 58.78 158.78
## 4547 4547 SISTEMAS F 87.32 21 55.73 155.73
## 4548 4548 QUIMICA M 81.08 20 80.95 180.95
## 4549 4549 ELECTRICA M 89.16 22 80.02 180.02
## 4550 4550 TIC F 79.74 19 55.37 155.37
## 4551 4551 CIVIL F 82.82 20 61.38 161.38
## 4552 4552 QUIMICA F 89.67 22 58.61 158.61
## 4553 4553 QUIMICA M 86.86 21 79.12 179.12
## 4554 4554 INFORMATICA F 93.22 23 58.16 158.16
## 4555 4555 QUIMICA F 90.52 22 58.47 158.47
## 4556 4556 MECANICA M 85.22 21 83.04 183.04
## 4557 4557 MECATRONICA F 87.28 21 58.30 158.30
## 4558 4558 ARQUITECTURA F 85.98 21 55.90 155.90
## 4559 4559 ADMINISTRACION M 89.68 22 77.88 177.88
## 4560 4560 CIVIL M 88.17 22 78.53 178.53
## 4561 4561 ARQUITECTURA M 84.34 21 77.95 177.95
## 4562 4562 BIOQUIMICA M 82.66 20 74.53 174.53
## 4563 4563 ARQUITECTURA M 79.77 19 84.93 184.93
## 4564 4564 INDUSTRIAL F 89.38 22 60.35 160.35
## 4565 4565 MECATRONICA M 85.56 21 82.09 182.09
## 4566 4566 INDUSTRIAL F 83.57 20 61.24 161.24
## 4567 4567 TIC M 83.36 20 79.39 179.39
## 4568 4568 ELECTRONICA M 84.21 20 83.75 183.75
## 4569 4569 ELECTRICA M 79.20 19 85.30 185.30
## 4570 4570 MECATRONICA F 87.96 22 58.22 158.22
## 4571 4571 MECANICA M 87.88 22 81.16 181.16
## 4572 4572 INFORMATICA F 88.75 22 62.41 162.41
## 4573 4573 ARQUITECTURA M 84.61 21 79.91 179.91
## 4574 4574 BIOQUIMICA M 85.30 21 81.43 181.43
## 4575 4575 TIC M 86.48 21 82.01 182.01
## 4576 4576 ADMINISTRACION M 76.29 18 78.65 178.65
## 4577 4577 ARQUITECTURA M 85.37 21 82.20 182.20
## 4578 4578 CIVIL M 86.09 21 80.30 180.30
## 4579 4579 ADMINISTRACION F 95.27 24 61.23 161.23
## 4580 4580 ARQUITECTURA M 91.77 23 79.00 179.00
## 4581 4581 MECATRONICA M 85.20 21 79.85 179.85
## 4582 4582 BIOQUIMICA F 85.99 21 58.59 158.59
## 4583 4583 INDUSTRIAL F 83.90 20 59.08 159.08
## 4584 4584 SISTEMAS M 89.85 22 73.73 173.73
## 4585 4585 INFORMATICA F 87.12 21 56.78 156.78
## 4586 4586 ELECTRICA F 87.98 22 63.15 163.15
## 4587 4587 TIC M 90.83 22 80.62 180.62
## 4588 4588 MECANICA M 85.51 21 80.96 180.96
## 4589 4589 ELECTRONICA M 86.41 21 85.02 185.02
## 4590 4590 ARQUITECTURA M 84.95 21 84.05 184.05
## 4591 4591 QUIMICA F 84.53 21 62.05 162.05
## 4592 4592 ARQUITECTURA M 84.64 21 83.57 183.57
## 4593 4593 CIVIL M 85.38 21 86.89 186.89
## 4594 4594 ELECTRICA F 88.45 22 58.40 158.40
## 4595 4595 QUIMICA F 81.80 20 55.56 155.56
## 4596 4596 CIVIL M 83.07 20 77.91 177.91
## 4597 4597 TIC M 90.16 22 75.43 175.43
## 4598 4598 ELECTRONICA F 91.52 23 62.70 162.70
## 4599 4599 MECANICA F 89.04 22 61.98 161.98
## 4600 4600 BIOQUIMICA F 88.00 22 63.05 163.05
## 4601 4601 MECATRONICA M 87.55 21 81.75 181.75
## 4602 4602 CIVIL F 85.38 21 58.32 158.32
## 4603 4603 ELECTRONICA M 87.39 21 80.10 180.10
## 4604 4604 MECANICA M 87.77 22 76.05 176.05
## 4605 4605 TIC F 88.19 22 59.80 159.80
## 4606 4606 ELECTRICA F 85.39 21 56.53 156.53
## 4607 4607 ELECTRONICA M 87.11 21 79.43 179.43
## 4608 4608 ELECTRICA M 89.85 22 79.64 179.64
## 4609 4609 MECATRONICA M 83.69 20 79.47 179.47
## 4610 4610 TIC M 81.88 20 77.48 177.48
## 4611 4611 ADMINISTRACION M 84.54 21 78.46 178.46
## 4612 4612 INFORMATICA M 87.93 22 80.14 180.14
## 4613 4613 ADMINISTRACION M 84.56 21 81.94 181.94
## 4614 4614 CIVIL M 87.88 22 77.53 177.53
## 4615 4615 INFORMATICA F 85.58 21 59.44 159.44
## 4616 4616 ELECTRICA F 85.75 21 62.45 162.45
## 4617 4617 ARQUITECTURA F 89.37 22 64.84 164.84
## 4618 4618 INDUSTRIAL F 80.84 20 58.35 158.35
## 4619 4619 TIC F 85.43 21 61.17 161.17
## 4620 4620 MECATRONICA M 86.04 21 78.51 178.51
## 4621 4621 BIOQUIMICA F 79.98 19 57.16 157.16
## 4622 4622 INFORMATICA F 88.54 22 58.65 158.65
## 4623 4623 MECATRONICA F 84.53 21 58.85 158.85
## 4624 4624 ELECTRONICA M 92.23 23 77.66 177.66
## 4625 4625 INFORMATICA M 87.77 22 80.91 180.91
## 4626 4626 ELECTRONICA M 82.82 20 78.57 178.57
## 4627 4627 BIOQUIMICA M 82.30 20 71.97 171.97
## 4628 4628 ELECTRONICA M 92.88 23 77.45 177.45
## 4629 4629 CIVIL F 88.84 22 64.69 164.69
## 4630 4630 TIC M 85.05 21 84.47 184.47
## 4631 4631 ARQUITECTURA F 81.34 20 63.59 163.59
## 4632 4632 ADMINISTRACION F 81.01 20 59.06 159.06
## 4633 4633 MECATRONICA F 81.66 20 62.84 162.84
## 4634 4634 ELECTRICA M 87.74 22 79.40 179.40
## 4635 4635 ELECTRICA F 80.77 19 58.08 158.08
## 4636 4636 ELECTRONICA F 85.06 21 59.40 159.40
## 4637 4637 ADMINISTRACION F 86.80 21 56.95 156.95
## 4638 4638 INDUSTRIAL M 85.37 21 76.23 176.23
## 4639 4639 SISTEMAS M 83.24 20 79.97 179.97
## 4640 4640 INFORMATICA F 88.41 22 59.85 159.85
## 4641 4641 TIC M 86.02 21 78.34 178.34
## 4642 4642 ELECTRICA M 84.60 21 77.53 177.53
## 4643 4643 TIC F 85.70 21 61.43 161.43
## 4644 4644 MECATRONICA F 86.39 21 59.88 159.88
## 4645 4645 INDUSTRIAL M 85.85 21 82.29 182.29
## 4646 4646 BIOQUIMICA F 91.81 23 61.38 161.38
## 4647 4647 TIC F 77.89 19 62.11 162.11
## 4648 4648 BIOQUIMICA M 91.81 23 85.21 185.21
## 4649 4649 BIOQUIMICA F 85.55 21 59.39 159.39
## 4650 4650 INFORMATICA F 89.86 22 59.49 159.49
## 4651 4651 ARQUITECTURA M 93.81 23 79.59 179.59
## 4652 4652 ADMINISTRACION F 84.02 20 62.80 162.80
## 4653 4653 INFORMATICA F 85.44 21 59.88 159.88
## 4654 4654 INDUSTRIAL M 89.59 22 74.87 174.87
## 4655 4655 CIVIL F 79.38 19 61.60 161.60
## 4656 4656 MECANICA F 87.40 21 58.04 158.04
## 4657 4657 MECANICA F 86.50 21 61.23 161.23
## 4658 4658 INFORMATICA M 84.59 21 76.01 176.01
## 4659 4659 ADMINISTRACION M 88.82 22 83.78 183.78
## 4660 4660 ELECTRONICA F 90.84 22 58.57 158.57
## 4661 4661 ELECTRICA M 91.78 23 83.65 183.65
## 4662 4662 QUIMICA M 85.78 21 88.15 188.15
## 4663 4663 ADMINISTRACION M 85.21 21 78.99 178.99
## 4664 4664 ELECTRONICA M 87.06 21 86.08 186.08
## 4665 4665 CIVIL M 81.05 20 85.12 185.12
## 4666 4666 CIVIL F 81.53 20 58.83 158.83
## 4667 4667 ADMINISTRACION M 87.81 22 86.40 186.40
## 4668 4668 ARQUITECTURA M 85.55 21 76.88 176.88
## 4669 4669 ELECTRONICA M 85.26 21 81.37 181.37
## 4670 4670 MECANICA M 86.56 21 80.12 180.12
## 4671 4671 INDUSTRIAL F 86.98 21 61.65 161.65
## 4672 4672 INDUSTRIAL F 80.75 19 61.93 161.93
## 4673 4673 MECATRONICA F 80.57 19 59.69 159.69
## 4674 4674 MECATRONICA M 82.99 20 79.95 179.95
## 4675 4675 ARQUITECTURA F 84.34 21 60.60 160.60
## 4676 4676 CIVIL M 84.88 21 84.50 184.50
## 4677 4677 ARQUITECTURA F 84.42 21 62.84 162.84
## 4678 4678 ELECTRONICA M 88.18 22 80.80 180.80
## 4679 4679 MECATRONICA M 83.63 20 80.52 180.52
## 4680 4680 TIC M 91.96 23 82.60 182.60
## 4681 4681 MECATRONICA M 91.31 23 74.74 174.74
## 4682 4682 ELECTRONICA M 85.22 21 77.57 177.57
## 4683 4683 ELECTRONICA F 81.96 20 59.74 159.74
## 4684 4684 TIC M 82.60 20 79.63 179.63
## 4685 4685 QUIMICA M 85.60 21 78.97 178.97
## 4686 4686 MECATRONICA M 84.38 21 78.45 178.45
## 4687 4687 ADMINISTRACION M 86.62 21 81.46 181.46
## 4688 4688 CIVIL F 91.47 23 62.33 162.33
## 4689 4689 TIC F 86.63 21 58.19 158.19
## 4690 4690 INFORMATICA M 88.39 22 79.55 179.55
## 4691 4691 BIOQUIMICA M 88.11 22 76.82 176.82
## 4692 4692 SISTEMAS M 90.35 22 77.69 177.69
## 4693 4693 CIVIL M 84.97 21 81.66 181.66
## 4694 4694 MECATRONICA F 82.83 20 58.66 158.66
## 4695 4695 BIOQUIMICA F 90.70 22 55.29 155.29
## 4696 4696 QUIMICA M 91.44 23 80.70 180.70
## 4697 4697 MECATRONICA M 82.82 20 76.72 176.72
## 4698 4698 INDUSTRIAL F 79.81 19 62.53 162.53
## 4699 4699 QUIMICA M 88.37 22 77.73 177.73
## 4700 4700 INDUSTRIAL F 82.26 20 62.69 162.69
## 4701 4701 MECANICA F 85.04 21 60.55 160.55
## 4702 4702 MECANICA M 90.94 22 81.67 181.67
## 4703 4703 ADMINISTRACION F 90.87 22 60.88 160.88
## 4704 4704 MECANICA M 87.72 21 80.88 180.88
## 4705 4705 ARQUITECTURA M 85.40 21 75.09 175.09
## 4706 4706 ELECTRONICA M 83.18 20 82.10 182.10
## 4707 4707 ADMINISTRACION F 89.23 22 57.33 157.33
## 4708 4708 MECATRONICA F 85.60 21 59.57 159.57
## 4709 4709 TIC M 82.33 20 87.73 187.73
## 4710 4710 MECATRONICA M 83.57 20 84.02 184.02
## 4711 4711 INDUSTRIAL F 91.76 23 58.94 158.94
## 4712 4712 BIOQUIMICA M 87.34 21 75.62 175.62
## 4713 4713 SISTEMAS F 82.05 20 57.12 157.12
## 4714 4714 BIOQUIMICA M 83.43 20 81.70 181.70
## 4715 4715 INDUSTRIAL M 92.15 23 81.09 181.09
## 4716 4716 ARQUITECTURA F 89.21 22 57.34 157.34
## 4717 4717 CIVIL M 80.93 20 80.65 180.65
## 4718 4718 TIC F 84.50 21 60.24 160.24
## 4719 4719 ELECTRONICA F 85.64 21 61.09 161.09
## 4720 4720 CIVIL M 87.02 21 78.51 178.51
## 4721 4721 INFORMATICA F 82.02 20 61.67 161.67
## 4722 4722 ARQUITECTURA M 89.20 22 78.18 178.18
## 4723 4723 QUIMICA F 87.19 21 56.51 156.51
## 4724 4724 MECANICA F 77.73 19 59.52 159.52
## 4725 4725 ELECTRICA F 86.24 21 63.88 163.88
## 4726 4726 ADMINISTRACION F 88.13 22 62.10 162.10
## 4727 4727 ARQUITECTURA F 82.77 20 61.02 161.02
## 4728 4728 MECATRONICA M 81.74 20 84.40 184.40
## 4729 4729 MECANICA M 81.55 20 82.50 182.50
## 4730 4730 CIVIL F 82.82 20 57.99 157.99
## 4731 4731 QUIMICA M 88.75 22 79.33 179.33
## 4732 4732 INFORMATICA F 86.52 21 60.07 160.07
## 4733 4733 ARQUITECTURA F 86.07 21 60.05 160.05
## 4734 4734 SISTEMAS M 81.87 20 78.39 178.39
## 4735 4735 ADMINISTRACION F 84.56 21 59.98 159.98
## 4736 4736 MECATRONICA M 82.77 20 82.27 182.27
## 4737 4737 INFORMATICA F 86.06 21 58.39 158.39
## 4738 4738 MECANICA F 88.60 22 55.48 155.48
## 4739 4739 MECANICA F 89.65 22 56.66 156.66
## 4740 4740 QUIMICA F 80.87 20 57.36 157.36
## 4741 4741 ADMINISTRACION M 84.39 21 84.10 184.10
## 4742 4742 ARQUITECTURA F 86.76 21 57.99 157.99
## 4743 4743 TIC F 86.57 21 61.17 161.17
## 4744 4744 TIC F 80.85 20 59.72 159.72
## 4745 4745 ELECTRONICA M 87.85 22 79.55 179.55
## 4746 4746 MECATRONICA M 83.12 20 87.26 187.26
## 4747 4747 MECATRONICA M 87.22 21 82.05 182.05
## 4748 4748 SISTEMAS F 84.10 20 57.84 157.84
## 4749 4749 ELECTRONICA F 90.10 22 61.49 161.49
## 4750 4750 BIOQUIMICA M 88.57 22 79.49 179.49
## 4751 4751 INFORMATICA M 82.76 20 77.95 177.95
## 4752 4752 SISTEMAS F 89.43 22 59.25 159.25
## 4753 4753 ARQUITECTURA M 86.98 21 82.40 182.40
## 4754 4754 MECANICA M 87.47 21 79.17 179.17
## 4755 4755 MECATRONICA M 86.76 21 82.98 182.98
## 4756 4756 BIOQUIMICA M 90.20 22 71.57 171.57
## 4757 4757 CIVIL F 88.79 22 59.04 159.04
## 4758 4758 INFORMATICA F 85.25 21 59.52 159.52
## 4759 4759 INFORMATICA M 90.41 22 72.52 172.52
## 4760 4760 ADMINISTRACION F 81.56 20 57.05 157.05
## 4761 4761 QUIMICA F 86.96 21 59.21 159.21
## 4762 4762 QUIMICA M 86.22 21 77.87 177.87
## 4763 4763 MECANICA F 87.07 21 59.82 159.82
## 4764 4764 CIVIL F 82.90 20 60.93 160.93
## 4765 4765 ARQUITECTURA F 84.66 21 65.07 165.07
## 4766 4766 INFORMATICA F 80.96 20 59.24 159.24
## 4767 4767 ARQUITECTURA M 82.45 20 79.68 179.68
## 4768 4768 ARQUITECTURA M 88.64 22 80.00 180.00
## 4769 4769 ARQUITECTURA M 87.57 21 76.69 176.69
## 4770 4770 INFORMATICA F 85.99 21 54.10 154.10
## 4771 4771 ARQUITECTURA F 85.80 21 55.37 155.37
## 4772 4772 INDUSTRIAL M 86.17 21 80.00 180.00
## 4773 4773 ELECTRONICA M 83.23 20 74.88 174.88
## 4774 4774 ELECTRICA M 85.34 21 78.72 178.72
## 4775 4775 ELECTRICA F 81.37 20 57.89 157.89
## 4776 4776 BIOQUIMICA M 82.09 20 86.35 186.35
## 4777 4777 MECATRONICA M 85.63 21 81.13 181.13
## 4778 4778 INFORMATICA M 87.51 21 80.51 180.51
## 4779 4779 INFORMATICA M 84.37 21 77.47 177.47
## 4780 4780 QUIMICA F 86.46 21 62.90 162.90
## 4781 4781 SISTEMAS F 88.07 22 62.73 162.73
## 4782 4782 ELECTRONICA M 89.63 22 87.85 187.85
## 4783 4783 MECATRONICA M 88.61 22 79.50 179.50
## 4784 4784 ELECTRONICA M 90.76 22 80.90 180.90
## 4785 4785 ELECTRICA F 87.06 21 63.56 163.56
## 4786 4786 ELECTRICA F 89.88 22 59.44 159.44
## 4787 4787 MECATRONICA F 84.96 21 55.35 155.35
## 4788 4788 MECATRONICA F 90.61 22 60.83 160.83
## 4789 4789 BIOQUIMICA M 82.18 20 77.82 177.82
## 4790 4790 CIVIL M 85.38 21 76.49 176.49
## 4791 4791 CIVIL F 85.53 21 57.38 157.38
## 4792 4792 BIOQUIMICA M 84.98 21 78.08 178.08
## 4793 4793 MECATRONICA M 86.91 21 80.22 180.22
## 4794 4794 INFORMATICA F 82.96 20 59.84 159.84
## 4795 4795 QUIMICA M 82.03 20 82.30 182.30
## 4796 4796 INDUSTRIAL F 88.17 22 58.42 158.42
## 4797 4797 MECANICA M 81.89 20 79.01 179.01
## 4798 4798 QUIMICA M 77.99 19 80.60 180.60
## 4799 4799 INFORMATICA F 87.91 22 57.70 157.70
## 4800 4800 INDUSTRIAL M 77.39 19 81.82 181.82
## 4801 4801 QUIMICA M 87.39 21 78.97 178.97
## 4802 4802 ELECTRONICA F 82.50 20 62.65 162.65
## 4803 4803 ELECTRICA M 83.10 20 79.44 179.44
## 4804 4804 CIVIL F 83.51 20 64.70 164.70
## 4805 4805 ELECTRICA M 83.65 20 83.37 183.37
## 4806 4806 SISTEMAS F 80.33 19 60.00 160.00
## 4807 4807 TIC M 85.16 21 85.45 185.45
## 4808 4808 INFORMATICA F 84.58 21 61.78 161.78
## 4809 4809 TIC F 84.96 21 61.67 161.67
## 4810 4810 ARQUITECTURA F 85.31 21 59.05 159.05
## 4811 4811 ARQUITECTURA F 91.01 22 62.52 162.52
## 4812 4812 ELECTRICA M 92.57 23 81.94 181.94
## 4813 4813 SISTEMAS F 85.77 21 57.26 157.26
## 4814 4814 INDUSTRIAL M 80.81 20 76.31 176.31
## 4815 4815 MECATRONICA F 93.00 23 59.46 159.46
## 4816 4816 INDUSTRIAL F 87.98 22 61.90 161.90
## 4817 4817 MECATRONICA F 88.40 22 61.03 161.03
## 4818 4818 TIC F 84.34 21 57.08 157.08
## 4819 4819 MECATRONICA F 89.90 22 65.71 165.71
## 4820 4820 ELECTRONICA M 87.46 21 76.09 176.09
## 4821 4821 MECANICA M 87.16 21 76.77 176.77
## 4822 4822 INDUSTRIAL M 88.44 22 82.57 182.57
## 4823 4823 INDUSTRIAL F 89.04 22 59.79 159.79
## 4824 4824 ELECTRICA F 86.50 21 58.89 158.89
## 4825 4825 TIC M 79.06 19 79.65 179.65
## 4826 4826 SISTEMAS M 72.52 17 72.08 172.08
## 4827 4827 MECANICA F 84.73 21 60.08 160.08
## 4828 4828 ELECTRONICA M 80.60 19 78.98 178.98
## 4829 4829 ARQUITECTURA F 86.82 21 57.24 157.24
## 4830 4830 INDUSTRIAL F 89.55 22 57.75 157.75
## 4831 4831 ADMINISTRACION F 79.29 19 58.89 158.89
## 4832 4832 SISTEMAS F 83.16 20 59.61 159.61
## 4833 4833 INDUSTRIAL M 75.02 18 79.26 179.26
## 4834 4834 CIVIL M 87.99 22 81.82 181.82
## 4835 4835 MECANICA F 85.58 21 58.27 158.27
## 4836 4836 ELECTRICA M 88.54 22 79.67 179.67
## 4837 4837 QUIMICA M 82.66 20 79.02 179.02
## 4838 4838 CIVIL F 86.19 21 65.16 165.16
## 4839 4839 QUIMICA F 82.01 20 58.99 158.99
## 4840 4840 TIC M 85.08 21 82.29 182.29
## 4841 4841 INFORMATICA M 87.56 21 83.71 183.71
## 4842 4842 ELECTRONICA F 81.81 20 63.13 163.13
## 4843 4843 ADMINISTRACION M 83.87 20 84.16 184.16
## 4844 4844 SISTEMAS F 87.10 21 60.07 160.07
## 4845 4845 QUIMICA F 87.44 21 57.95 157.95
## 4846 4846 SISTEMAS M 87.82 22 83.38 183.38
## 4847 4847 MECATRONICA M 90.95 22 82.36 182.36
## 4848 4848 CIVIL M 87.08 21 74.52 174.52
## 4849 4849 SISTEMAS M 84.20 20 82.40 182.40
## 4850 4850 ELECTRONICA M 85.20 21 71.83 171.83
## 4851 4851 INFORMATICA M 94.24 23 78.95 178.95
## 4852 4852 BIOQUIMICA F 86.35 21 61.18 161.18
## 4853 4853 MECATRONICA M 86.55 21 77.32 177.32
## 4854 4854 INDUSTRIAL F 87.38 21 61.19 161.19
## 4855 4855 ELECTRONICA M 81.28 20 73.59 173.59
## 4856 4856 SISTEMAS M 89.60 22 78.19 178.19
## 4857 4857 QUIMICA F 83.50 20 58.55 158.55
## 4858 4858 TIC F 83.24 20 57.56 157.56
## 4859 4859 ARQUITECTURA M 94.44 23 83.60 183.60
## 4860 4860 CIVIL F 88.76 22 60.79 160.79
## 4861 4861 MECANICA F 87.09 21 57.54 157.54
## 4862 4862 INDUSTRIAL F 85.13 21 60.97 160.97
## 4863 4863 INFORMATICA F 86.54 21 57.97 157.97
## 4864 4864 INFORMATICA M 84.74 21 77.84 177.84
## 4865 4865 QUIMICA F 87.25 21 58.43 158.43
## 4866 4866 ARQUITECTURA F 85.20 21 58.45 158.45
## 4867 4867 CIVIL M 87.86 22 82.10 182.10
## 4868 4868 ARQUITECTURA F 90.72 22 58.30 158.30
## 4869 4869 MECANICA F 83.14 20 57.56 157.56
## 4870 4870 SISTEMAS M 87.99 22 80.63 180.63
## 4871 4871 TIC M 86.76 21 78.89 178.89
## 4872 4872 MECATRONICA M 80.52 19 80.89 180.89
## 4873 4873 TIC F 84.88 21 60.17 160.17
## 4874 4874 TIC M 77.91 19 80.68 180.68
## 4875 4875 MECATRONICA F 88.22 22 63.41 163.41
## 4876 4876 BIOQUIMICA M 86.96 21 83.31 183.31
## 4877 4877 ELECTRONICA M 88.27 22 79.07 179.07
## 4878 4878 ADMINISTRACION F 84.72 21 60.47 160.47
## 4879 4879 ADMINISTRACION M 79.55 19 74.72 174.72
## 4880 4880 SISTEMAS M 87.67 21 80.57 180.57
## 4881 4881 CIVIL F 85.73 21 59.76 159.76
## 4882 4882 ELECTRICA F 85.43 21 57.30 157.30
## 4883 4883 SISTEMAS M 84.67 21 76.77 176.77
## 4884 4884 BIOQUIMICA M 86.80 21 78.55 178.55
## 4885 4885 CIVIL F 84.89 21 57.82 157.82
## 4886 4886 INDUSTRIAL M 87.41 21 82.56 182.56
## 4887 4887 BIOQUIMICA M 88.57 22 79.75 179.75
## 4888 4888 INDUSTRIAL F 84.73 21 61.18 161.18
## 4889 4889 INDUSTRIAL M 84.14 20 78.34 178.34
## 4890 4890 ELECTRONICA F 89.79 22 60.85 160.85
## 4891 4891 INFORMATICA M 82.78 20 76.50 176.50
## 4892 4892 INFORMATICA M 89.51 22 83.47 183.47
## 4893 4893 TIC F 87.94 22 61.60 161.60
## 4894 4894 ELECTRICA M 88.59 22 76.96 176.96
## 4895 4895 QUIMICA M 84.41 21 82.02 182.02
## 4896 4896 ADMINISTRACION M 80.63 19 79.13 179.13
## 4897 4897 QUIMICA M 88.00 22 79.73 179.73
## 4898 4898 TIC F 90.53 22 58.75 158.75
## 4899 4899 QUIMICA M 82.95 20 75.54 175.54
## 4900 4900 MECANICA F 88.70 22 60.57 160.57
## 4901 4901 INFORMATICA F 90.57 22 61.60 161.60
## 4902 4902 QUIMICA F 87.24 21 61.27 161.27
## 4903 4903 CIVIL M 86.79 21 79.07 179.07
## 4904 4904 TIC F 83.95 20 56.81 156.81
## 4905 4905 MECATRONICA F 86.65 21 62.76 162.76
## 4906 4906 BIOQUIMICA M 85.03 21 76.23 176.23
## 4907 4907 ARQUITECTURA M 90.00 22 78.96 178.96
## 4908 4908 INFORMATICA M 89.83 22 80.69 180.69
## 4909 4909 ELECTRICA M 91.68 23 81.27 181.27
## 4910 4910 INDUSTRIAL M 87.80 22 80.01 180.01
## 4911 4911 INFORMATICA F 82.36 20 59.97 159.97
## 4912 4912 QUIMICA F 86.71 21 61.23 161.23
## 4913 4913 BIOQUIMICA M 87.56 21 78.08 178.08
## 4914 4914 ARQUITECTURA M 82.72 20 84.81 184.81
## 4915 4915 ADMINISTRACION M 82.42 20 83.70 183.70
## 4916 4916 BIOQUIMICA F 82.99 20 58.10 158.10
## 4917 4917 QUIMICA M 83.43 20 83.94 183.94
## 4918 4918 INDUSTRIAL F 85.43 21 62.84 162.84
## 4919 4919 ELECTRONICA F 88.18 22 61.09 161.09
## 4920 4920 MECATRONICA F 82.71 20 58.51 158.51
## 4921 4921 CIVIL F 82.57 20 60.78 160.78
## 4922 4922 ELECTRONICA M 89.04 22 76.76 176.76
## 4923 4923 ELECTRICA M 86.28 21 78.34 178.34
## 4924 4924 SISTEMAS F 80.38 19 63.19 163.19
## 4925 4925 MECANICA F 84.54 21 62.90 162.90
## 4926 4926 BIOQUIMICA F 87.20 21 60.90 160.90
## 4927 4927 ELECTRICA F 86.05 21 61.50 161.50
## 4928 4928 INDUSTRIAL F 85.16 21 59.57 159.57
## 4929 4929 QUIMICA F 79.81 19 64.05 164.05
## 4930 4930 INFORMATICA F 87.66 21 62.28 162.28
## 4931 4931 BIOQUIMICA M 85.59 21 80.42 180.42
## 4932 4932 CIVIL F 80.52 19 60.22 160.22
## 4933 4933 ARQUITECTURA F 90.46 22 60.32 160.32
## 4934 4934 CIVIL M 94.83 24 81.78 181.78
## 4935 4935 INFORMATICA F 87.56 21 61.05 161.05
## 4936 4936 ADMINISTRACION M 90.22 22 71.23 171.23
## 4937 4937 TIC M 84.05 20 79.37 179.37
## 4938 4938 BIOQUIMICA M 90.17 22 82.10 182.10
## 4939 4939 MECATRONICA M 80.19 19 82.09 182.09
## 4940 4940 MECATRONICA M 83.97 20 78.54 178.54
## 4941 4941 INDUSTRIAL F 84.83 21 62.66 162.66
## 4942 4942 ADMINISTRACION M 88.13 22 80.73 180.73
## 4943 4943 MECANICA F 84.03 20 62.58 162.58
## 4944 4944 MECANICA F 85.53 21 65.12 165.12
## 4945 4945 BIOQUIMICA F 83.52 20 59.67 159.67
## 4946 4946 CIVIL F 87.97 22 59.17 159.17
## 4947 4947 BIOQUIMICA M 86.24 21 80.45 180.45
## 4948 4948 BIOQUIMICA F 90.64 22 59.42 159.42
## 4949 4949 MECANICA M 83.51 20 84.59 184.59
## 4950 4950 ARQUITECTURA M 91.39 23 74.89 174.89
## 4951 4951 ARQUITECTURA M 92.79 23 81.76 181.76
## 4952 4952 TIC M 82.57 20 79.51 179.51
## 4953 4953 INFORMATICA F 84.95 21 63.07 163.07
## 4954 4954 INFORMATICA F 80.68 19 58.96 158.96
## 4955 4955 TIC M 87.58 21 81.90 181.90
## 4956 4956 ARQUITECTURA F 85.79 21 64.09 164.09
## 4957 4957 BIOQUIMICA M 82.68 20 73.12 173.12
## 4958 4958 TIC M 84.35 21 81.88 181.88
## 4959 4959 INDUSTRIAL M 86.74 21 73.65 173.65
## 4960 4960 INFORMATICA F 84.30 21 59.91 159.91
## 4961 4961 MECANICA F 86.11 21 65.74 165.74
## 4962 4962 INFORMATICA F 87.68 21 61.35 161.35
## 4963 4963 ELECTRICA F 81.96 20 55.81 155.81
## 4964 4964 QUIMICA F 85.62 21 58.67 158.67
## 4965 4965 TIC M 87.24 21 80.14 180.14
## 4966 4966 TIC F 86.16 21 56.72 156.72
## 4967 4967 MECATRONICA F 83.06 20 59.87 159.87
## 4968 4968 BIOQUIMICA M 90.88 22 76.97 176.97
## 4969 4969 SISTEMAS F 89.34 22 63.80 163.80
## 4970 4970 ELECTRICA M 86.64 21 79.38 179.38
## 4971 4971 BIOQUIMICA M 86.75 21 82.11 182.11
## 4972 4972 MECATRONICA M 86.36 21 82.48 182.48
## 4973 4973 ADMINISTRACION M 91.09 22 83.31 183.31
## 4974 4974 MECANICA F 78.47 19 58.17 158.17
## 4975 4975 SISTEMAS F 87.31 21 60.62 160.62
## 4976 4976 ARQUITECTURA M 88.70 22 79.68 179.68
## 4977 4977 TIC M 82.88 20 78.13 178.13
## 4978 4978 ADMINISTRACION F 88.85 22 60.93 160.93
## 4979 4979 QUIMICA F 84.30 21 56.62 156.62
## 4980 4980 MECATRONICA M 83.20 20 78.39 178.39
## 4981 4981 SISTEMAS F 88.40 22 61.72 161.72
## 4982 4982 SISTEMAS F 83.94 20 60.75 160.75
## 4983 4983 INFORMATICA F 87.24 21 59.16 159.16
## 4984 4984 ARQUITECTURA F 88.08 22 64.19 164.19
## 4985 4985 ADMINISTRACION F 85.72 21 62.76 162.76
## 4986 4986 INDUSTRIAL F 87.06 21 57.58 157.58
## 4987 4987 INFORMATICA F 95.02 24 62.12 162.12
## 4988 4988 CIVIL M 85.41 21 81.73 181.73
## 4989 4989 ELECTRICA M 85.44 21 80.31 180.31
## 4990 4990 INFORMATICA M 85.55 21 83.73 183.73
## 4991 4991 SISTEMAS F 81.97 20 58.96 158.96
## 4992 4992 ARQUITECTURA M 83.68 20 76.45 176.45
## 4993 4993 ARQUITECTURA F 82.82 20 60.81 160.81
## 4994 4994 INDUSTRIAL F 81.50 20 59.50 159.50
## 4995 4995 CIVIL M 93.44 23 81.35 181.35
## 4996 4996 MECATRONICA F 88.62 22 58.88 158.88
## 4997 4997 TIC M 84.66 21 83.20 183.20
## 4998 4998 INFORMATICA F 87.13 21 61.60 161.60
## 4999 4999 ELECTRONICA F 84.50 21 63.44 163.44
## 5000 5000 TIC M 79.65 19 79.36 179.364.3.2.5 Estructura de los datos
str() muestra la estructura de los datos.
str(alumnos)## 'data.frame': 5000 obs. of 7 variables:
## $ matricula: Factor w/ 5000 levels "1","2","3","4",..: 1 2 3 4 5 6 7 8 9 10 ...
## $ carrera : Factor w/ 13 levels "ADMINISTRACION",..: 7 6 10 7 13 4 6 6 12 6 ...
## $ genero : Factor w/ 2 levels "F","M": 2 1 1 1 2 1 1 1 1 1 ...
## $ promedio : num 85.6 87.9 87.2 87.2 89.1 ...
## $ edad : num 21 22 21 21 22 19 21 22 21 23 ...
## $ peso : num 78.3 57.2 58.2 60.4 78.1 ...
## $ altura : num 178 157 158 160 178 ...4.3.2.6 Describir los datos
La función summary() identifica los principales estadísticos descriptivos de los datos.
summary(alumnos)## matricula carrera genero promedio edad
## 1 : 1 TIC : 416 F:2475 Min. :72.52 Min. :17.00
## 2 : 1 MECANICA : 414 M:2525 1st Qu.:83.68 1st Qu.:20.00
## 3 : 1 CIVIL : 408 Median :86.04 Median :21.00
## 4 : 1 SISTEMAS : 394 Mean :86.08 Mean :21.02
## 5 : 1 INFORMATICA : 393 3rd Qu.:88.37 3rd Qu.:22.00
## 6 : 1 ARQUITECTURA: 385 Max. :98.73 Max. :25.00
## (Other):4994 (Other) :2590
## peso altura
## Min. :51.03 Min. :151.0
## 1st Qu.:60.02 1st Qu.:160.0
## Median :72.50 Median :172.5
## Mean :70.15 Mean :170.1
## 3rd Qu.:79.98 3rd Qu.:180.0
## Max. :90.94 Max. :190.9
## 4.3.3 Eventos de alumnos
Se crean los eventos de alumnos
4.3.3.1 Alumnos de una carrera ‘SISTEMAS’
Con la función subset() se filtran o selecconan registros con una condición dada.
Con la función nrow() se determinan la cantidad de registros de sistemas. nrow() actúa sobre un data.frame y lenght() sobre un vector.
sistemas <- subset(alumnos, carrera == 'SISTEMAS')
nrow(sistemas)## [1] 394summary(sistemas)## matricula carrera genero promedio edad
## 9 : 1 SISTEMAS :394 F:211 Min. :72.52 Min. :17
## 19 : 1 ADMINISTRACION: 0 M:183 1st Qu.:83.63 1st Qu.:20
## 37 : 1 ARQUITECTURA : 0 Median :85.92 Median :21
## 38 : 1 BIOQUIMICA : 0 Mean :86.03 Mean :21
## 46 : 1 CIVIL : 0 3rd Qu.:88.18 3rd Qu.:22
## 67 : 1 ELECTRICA : 0 Max. :95.72 Max. :24
## (Other):388 (Other) : 0
## peso altura
## Min. :51.03 Min. :151.0
## 1st Qu.:59.71 1st Qu.:159.7
## Median :62.99 Median :163.0
## Mean :69.05 Mean :169.1
## 3rd Qu.:79.21 3rd Qu.:179.2
## Max. :88.24 Max. :188.2
## 4.3.3.2 Evento femeninos
femeninos <- subset(alumnos, genero == 'F')
summary(femeninos)## matricula carrera genero promedio edad
## 2 : 1 TIC : 212 F:2475 Min. :73.49 Min. :17
## 3 : 1 SISTEMAS : 211 M: 0 1st Qu.:83.67 1st Qu.:20
## 4 : 1 MECANICA : 208 Median :86.03 Median :21
## 6 : 1 ELECTRONICA : 204 Mean :86.02 Mean :21
## 7 : 1 BIOQUIMICA : 194 3rd Qu.:88.22 3rd Qu.:22
## 8 : 1 ARQUITECTURA: 189 Max. :98.09 Max. :24
## (Other):2469 (Other) :1257
## peso altura
## Min. :51.03 Min. :151.0
## 1st Qu.:58.55 1st Qu.:158.6
## Median :59.99 Median :160.0
## Mean :60.04 Mean :160.0
## 3rd Qu.:61.55 3rd Qu.:161.6
## Max. :67.97 Max. :168.0
## 4.3.3.3 Evento masculinos
masculinos <- subset(alumnos, genero == 'M')
summary(masculinos)## matricula carrera genero promedio edad
## 1 : 1 CIVIL : 219 F: 0 Min. :72.52 Min. :17.00
## 5 : 1 INFORMATICA : 207 M:2525 1st Qu.:83.69 1st Qu.:20.00
## 11 : 1 MECANICA : 206 Median :86.04 Median :21.00
## 14 : 1 TIC : 204 Mean :86.14 Mean :21.04
## 15 : 1 ADMINISTRACION: 199 3rd Qu.:88.56 3rd Qu.:22.00
## 16 : 1 MECATRONICA : 198 Max. :98.73 Max. :25.00
## (Other):2519 (Other) :1292
## peso altura
## Min. :67.70 Min. :167.7
## 1st Qu.:77.89 1st Qu.:177.9
## Median :79.95 Median :179.9
## Mean :80.05 Mean :180.1
## 3rd Qu.:82.12 3rd Qu.:182.1
## Max. :90.94 Max. :190.9
## 5 Interpretación
Se simulan dos experimentos: el primero es tirar un dado y se identifica su espacio muestral y el segundo es los estudiantes que son espacio muestral de alumnos inscritos.
Se construyeron espacios muestrales de dados siendo 6 los puntos muestrales del dado y 5000 de alumnos
A partir de los espacios muestrales se construyeron eventos
El espacio muestral del dado su estructura es un vector y el espacio muestral de alumnos la estructura es un data.frame.
Modificar con una valor de 10000 alumnos \(n\) del espacio muestral y semilla de 2022 conteste lo siguiente:
¿Cuántos alumnos son del género Femenino y en qué porcentaje %? R= Se encuentran 4981, con un porcentaje de 49.81%
¿Cuántos alumnos son del género Masculino y en qué porcentaje %? R= Son 5019 con el porcentaje de 50.19%
¿Cuántos alumnos tiene promedio mayor que 92 y en qué porcentaje %?
¿Cuántos alumnos son de la carrera de SISTEMAS y en qué porcentaje? R= En sistemas son 793 con el porcentaje de 7.93
¿Hay más alumnos de SISTEMAS o de CIVIL? R= se encuentran 793 alumnos en sistemas y 728 alumnos en civil
¿Cuántos alumnos están por encima del 180 cms? R= 2559
5.1 # Bibliografía
Mendenhall, William, Robert J. Beaver, and Barbara M. Beaver. 2010. Introducción a La Probabilidad y Estadística. 13th ed. Cengage Learning Editores, S.A. de C.V.,. Walpole, Ronald E., Raymond H. Myers, and Sharon L. Myers. 2012. Probabilidad y Estadística Para Ingeniería y Ciencias. Novena Edición. México: Pearson.