Impotando datos

library(readr)
savings_and_loan <- read_csv("C:/Users/MINEDUCYT/Desktop/parcial 1 econometria/SavingsandLoan.csv")

#realizo el modelo lineal multiple 
modelo_saving <- lm(profit ~ revenue+offices, data = savings_and_loan)
library(stargazer)
stargazer(modelo_saving, type = "text", title = "Modelo para el margem de las asociaciones de ahorro y credito")
## 
## Modelo para el margem de las asociaciones de ahorro y credito
## ===============================================
##                         Dependent variable:    
##                     ---------------------------
##                               profit           
## -----------------------------------------------
## revenue                      0.237***          
##                               (0.056)          
##                                                
## offices                     -0.0002***         
##                              (0.00003)         
##                                                
## Constant                     1.564***          
##                               (0.079)          
##                                                
## -----------------------------------------------
## Observations                    25             
## R2                             0.865           
## Adjusted R2                    0.853           
## Residual Std. Error       0.053 (df = 22)      
## F Statistic           70.661*** (df = 2; 22)   
## ===============================================
## Note:               *p<0.1; **p<0.05; ***p<0.01

Literal b, relacion lineal entre dos variables

#Prueba T
#Nivel de confianza del 97.567%
alpha <- 1 - 0.97567
grados_de_libertad <- nrow(savings_and_loan) - 3 # n - k -1
valor_critico1 <- qt(1-alpha / 2, grados_de_libertad, lower.tail = TRUE)
t_values_offices <- summary(modelo_saving)$coefficients["offices", "t value"]
  if(abs(t_values_offices) > valor_critico1){
  print("rechazamos la hipotesis nula: existe evidencia suficiente para afirmar que existe una relacion lineal entre las variables")
} else { 
    print("no rechazamos la hipotesis nula. No hay evidencia suficeinte para afirmar una relacion lineal")
}
## [1] "rechazamos la hipotesis nula: existe evidencia suficiente para afirmar que existe una relacion lineal entre las variables"

Intervalo de confianza

confint_offices<- confint(modelo_saving, "offices", level = 0.97567)
#verifica si existe una relacion lineal sabiendo el intervalo
if (confint_offices[1] > 0 || confint_offices[2] < 0) {
  print("El intervalo de confianza no incluye el cero: hay una relacion lineal parcial entre las dos variables")
} else {
  print("El intervalo de confianza incluye cero: no hay relacion lineal entre parcial entre las dos variables")
}
## [1] "El intervalo de confianza no incluye el cero: hay una relacion lineal parcial entre las dos variables"

Prueba P

p_values_offices <- summary(modelo_saving)$coefficients["offices", "Pr(>|t|)"]
#comparacion con la significancia
if(p_values_offices < alpha){
  print("rechamos la hipotesis nula: hay una evidencia suficiente para afirmar que existe una relacion lineal")
} else {
  print("No rechazamos la hipotesis nula: no hay evidencia suficiente para afirmar que existe una relacion lineal")
}
## [1] "rechamos la hipotesis nula: hay una evidencia suficiente para afirmar que existe una relacion lineal"

Literal C, comparando residuos del modelo con los resiudos generados por la mulriplicacion de la matriz m con el vector de terminos dependientes

library(magrittr)
matriz_x <- model.matrix(modelo_saving)
matriz_xx <- t(matriz_x) %*% matriz_x

matriz_a <- solve(matriz_xx) %*% t(matriz_x)

matriz_p <- matriz_x %*% matriz_a

n <- nrow(matriz_x)
matriz_m <- diag(n) - matriz_p

#comparando
residuos_modelo_saving <- modelo_saving$residuals
datos_modelo_saving <- modelo_saving$model
residuos_mat <- matriz_m %*% savings_and_loan$profit
cbind(residuos_mat, residuos_modelo_saving, residuos_modelo_saving - residuos_mat) %>% round(digits = 2) -> comparando_saving
comparando_saving <- as.data.frame(comparando_saving)
names(comparando_saving) <- c("matriz", "modelo", "comparacion")
comparando_saving
##    matriz modelo comparacion
## 1    0.07   0.07           0
## 2    0.00   0.00           0
## 3   -0.04  -0.04           0
## 4   -0.06  -0.06           0
## 5    0.02   0.02           0
## 6    0.01   0.01           0
## 7    0.03   0.03           0
## 8   -0.02  -0.02           0
## 9    0.11   0.11           0
## 10   0.03   0.03           0
## 11  -0.05  -0.05           0
## 12  -0.06  -0.06           0
## 13  -0.02  -0.02           0
## 14   0.04   0.04           0
## 15   0.04   0.04           0
## 16  -0.03  -0.03           0
## 17  -0.02  -0.02           0
## 18   0.03   0.03           0
## 19  -0.09  -0.09           0
## 20   0.02   0.02           0
## 21  -0.01  -0.01           0
## 22  -0.07  -0.07           0
## 23   0.07   0.07           0
## 24   0.07   0.07           0
## 25  -0.06  -0.06           0

evaluacion de todas las variables significativas en el modelo

coeficientes1 <- summary(modelo_saving)$coefficients

#Evaluar la significancia de cada variable

for(variable in rownames(coeficientes1)){
t_value <- coeficientes1[variable, "t value"]
if(abs(t_value)> valor_critico1){
print(paste("rechazamos la hipotesis nula: hay una relacion lineal entre", variable,"y profit"))
}else{
print(paste("no rechazamos la hipotesis nula: no hay una relacion lineal entre",variable,"y profit"))
 }
}
## [1] "rechazamos la hipotesis nula: hay una relacion lineal entre (Intercept) y profit"
## [1] "rechazamos la hipotesis nula: hay una relacion lineal entre revenue y profit"
## [1] "rechazamos la hipotesis nula: hay una relacion lineal entre offices y profit"

Extra, intervalo de confianza para todas las variables

intervalos_confianza <- confint(modelo_saving, level = alpha)

print(intervalos_confianza)
##                    48.8 %        51.2 %
## (Intercept)  1.5620476739  1.5669458684
## revenue      0.2354836565  0.2389112932
## offices     -0.0002500679 -0.0002480907
for(variable in rownames(intervalos_confianza)){
  if(intervalos_confianza[variable,1]>0||intervalos_confianza[variable,2]<0){
    print(paste("Rechazamos la hipotesis nula: hay una relacion lineal parcial entre", variable,"y profit"))
  }else{
     print(paste("No rechazamos la hipotesis nula: no hay una relacionm parcial entre",variable,"y profit")) 
    }
}
## [1] "Rechazamos la hipotesis nula: hay una relacion lineal parcial entre (Intercept) y profit"
## [1] "Rechazamos la hipotesis nula: hay una relacion lineal parcial entre revenue y profit"
## [1] "Rechazamos la hipotesis nula: hay una relacion lineal parcial entre offices y profit"

Literal d, demostrar que existe la idempotencia usando la matriz p

# comprobando que son idempotente
# la multiplicacion de p * p debe ser igual a P 
P <- matriz_p %*% matriz_p 
# por lo tanto al ser el resultado de P igual a mat_p, la resta de ambos sera una matriz nula, por lo tanto
ort_p <- P - matriz_p 
print(round(ort_p,2))
##    1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
## 1  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 2  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 3  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 4  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 5  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 6  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 7  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 8  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 9  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 10 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 11 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 12 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 13 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 14 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 15 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 16 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 17 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 18 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 19 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 20 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 21 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 22 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 23 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 24 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 25 0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0

Ejercicio 2

Literal A; estimando el modelo lineal para la base de datos motors

motors <- read.csv("C:/Users/MINEDUCYT/Desktop/parcial 1 econometria/motors.csv")
model_motors <- lm(formula = milpgal ~horspwr+weight, data = motors)
library(stargazer)
stargazer(model_motors, type = "text", title = "modelo para el rendimiento de vehiculos automotor")
## 
## modelo para el rendimiento de vehiculos automotor
## ===============================================
##                         Dependent variable:    
##                     ---------------------------
##                               milpgal          
## -----------------------------------------------
## horspwr                      -0.105***         
##                               (0.022)          
##                                                
## weight                       -0.007***         
##                               (0.001)          
##                                                
## Constant                     55.769***         
##                               (1.448)          
##                                                
## -----------------------------------------------
## Observations                    150            
## R2                             0.723           
## Adjusted R2                    0.720           
## Residual Std. Error      3.901 (df = 147)      
## F Statistic          192.228*** (df = 2; 147)  
## ===============================================
## Note:               *p<0.1; **p<0.05; ***p<0.01

Ejercicio 2, literal b

#Prueba T
#Nivel de confianza del 97.567%
alpha2 <- 1 - 0.96078
grados_de_libertad2 <- nrow(motors) - 3 # n - k -1
valor_critico2 <- qt(1-alpha2 / 2, grados_de_libertad2, lower.tail = TRUE)
t_values_weight <- summary(model_motors)$coefficients["weight", "t value"]
  if(abs(t_values_weight) > valor_critico2){
  print("Rechazamos la hipotesis nula: hay evidencia suficiente para afirmar que existe una relacion lineal entre las variables")
} else { 
    print("No rechazamos la hipotesis nula: No hay evidencia suficiente para afirmar una relacion lineal")
}
## [1] "Rechazamos la hipotesis nula: hay evidencia suficiente para afirmar que existe una relacion lineal entre las variables"

Ejercicio 2, literal b

confint_weight<- confint(model_motors, "weight", level = 0.96078)
#verifica si existe una relacion lineal sabiendo el intervalo
if (confint_weight[1] > 0 || confint_weight[2] < 0) {
  print("El intervalo de confianza no incluye el cero: hay una relacion lineal parcial entre las dos variables")
} else {
  print("El intervalo de confianza incluye cero: no hay relacion lineal parcial entre las dos variables")
}
## [1] "El intervalo de confianza no incluye el cero: hay una relacion lineal parcial entre las dos variables"

Ejercicio 2, literal B

p_values_weight <- summary(model_motors)$coefficients["weight", "Pr(>|t|)"]
#comparacion con la significancia
if(p_values_weight < alpha2){
  print("rechamos la hipotesis nula: hay una evidencia suficiente para afirmar que existe una relacion lineal")
} else {
  print("No rechazamos la hipotesis nula: no hay evidencia suficiente para afirmar que existe una relacion lineal")
}
## [1] "rechamos la hipotesis nula: hay una evidencia suficiente para afirmar que existe una relacion lineal"

Ejercicio 2, literal c

library(magrittr)
mat_x <- model.matrix(model_motors)
mat_xx <- t(mat_x) %*% mat_x

mat_a <- solve(mat_xx) %*% t(mat_x)

mat_p <- mat_x %*% mat_a

n_2 <- nrow(mat_x)
mat_m <- diag(n_2) - mat_p

#comparando
residuos_model_motors <- model_motors$residuals
datos_modelo_motors <- model_motors$model
residuos_mat2 <- mat_m %*% datos_modelo_motors$milpgal
cbind(residuos_mat2, residuos_model_motors, residuos_model_motors - residuos_mat2) %>% round(digits = 2) -> comparando_motors
comparando_motors <- as.data.frame(comparando_motors)
names(comparando_motors) <- c("matriz", "modelo", "comparacion")
comparando_motors
##     matriz modelo comparacion
## 1     5.49   5.49           0
## 2    -0.84  -0.84           0
## 3    -4.39  -4.39           0
## 4     4.66   4.66           0
## 5    -1.47  -1.47           0
## 6    -2.07  -2.07           0
## 7     3.02   3.02           0
## 8     2.62   2.62           0
## 9    -2.17  -2.17           0
## 10   -4.44  -4.44           0
## 11   -7.04  -7.04           0
## 12   -3.45  -3.45           0
## 13   -2.09  -2.09           0
## 14   -5.70  -5.70           0
## 15   -1.80  -1.80           0
## 16   -5.75  -5.75           0
## 17   -1.69  -1.69           0
## 18   -2.53  -2.53           0
## 19    1.29   1.29           0
## 20    2.02   2.02           0
## 21   -1.89  -1.89           0
## 22    3.40   3.40           0
## 23   -4.38  -4.38           0
## 24   -1.37  -1.37           0
## 25   -3.18  -3.18           0
## 26   -2.25  -2.25           0
## 27   -8.07  -8.07           0
## 28   -3.40  -3.40           0
## 29   -4.17  -4.17           0
## 30   -5.79  -5.79           0
## 31   -5.95  -5.95           0
## 32   -4.89  -4.89           0
## 33   -3.62  -3.62           0
## 34   -3.06  -3.06           0
## 35   -3.66  -3.66           0
## 36   -5.02  -5.02           0
## 37   -0.74  -0.74           0
## 38   -7.28  -7.28           0
## 39   -5.12  -5.12           0
## 40   -4.53  -4.53           0
## 41   -1.41  -1.41           0
## 42    0.27   0.27           0
## 43    0.00   0.00           0
## 44    1.36   1.36           0
## 45    1.92   1.92           0
## 46    6.23   6.23           0
## 47    1.44   1.44           0
## 48    0.39   0.39           0
## 49    4.52   4.52           0
## 50   -3.69  -3.69           0
## 51   -1.79  -1.79           0
## 52    0.99   0.99           0
## 53   -2.32  -2.32           0
## 54    1.06   1.06           0
## 55    6.14   6.14           0
## 56   -0.02  -0.02           0
## 57    0.19   0.19           0
## 58    0.32   0.32           0
## 59    0.29   0.29           0
## 60   -3.79  -3.79           0
## 61    2.86   2.86           0
## 62   -0.27  -0.27           0
## 63    2.26   2.26           0
## 64    0.95   0.95           0
## 65    4.08   4.08           0
## 66    7.88   7.88           0
## 67    1.64   1.64           0
## 68   -2.30  -2.30           0
## 69    1.60   1.60           0
## 70   -0.62  -0.62           0
## 71   -1.16  -1.16           0
## 72   -2.17  -2.17           0
## 73   -4.87  -4.87           0
## 74    1.18   1.18           0
## 75    1.40   1.40           0
## 76    0.21   0.21           0
## 77    6.98   6.98           0
## 78   -0.72  -0.72           0
## 79   11.60  11.60           0
## 80    1.66   1.66           0
## 81    5.80   5.80           0
## 82    7.36   7.36           0
## 83    8.11   8.11           0
## 84    7.17   7.17           0
## 85    3.15   3.15           0
## 86    8.09   8.09           0
## 88   -0.75  -0.75           0
## 89   -7.26  -7.26           0
## 90   10.02  10.02           0
## 91   -5.57  -5.57           0
## 92    5.00   5.00           0
## 94   -0.67  -0.67           0
## 95   -3.29  -3.29           0
## 96   -2.93  -2.93           0
## 97   -2.99  -2.99           0
## 98   -2.71  -2.71           0
## 99   -1.18  -1.18           0
## 100   1.02   1.02           0
## 101   2.35   2.35           0
## 102  -2.73  -2.73           0
## 103  -2.78  -2.78           0
## 104   1.11   1.11           0
## 105   1.99   1.99           0
## 106  -1.41  -1.41           0
## 107   0.19   0.19           0
## 108  -1.03  -1.03           0
## 109  -3.31  -3.31           0
## 110  -0.52  -0.52           0
## 112   0.41   0.41           0
## 113   0.04   0.04           0
## 114   4.92   4.92           0
## 115   1.02   1.02           0
## 116   2.09   2.09           0
## 118   3.80   3.80           0
## 119   0.98   0.98           0
## 120   0.40   0.40           0
## 121   0.76   0.76           0
## 122   6.48   6.48           0
## 123  -6.10  -6.10           0
## 124  -6.34  -6.34           0
## 125  -1.31  -1.31           0
## 126  -2.08  -2.08           0
## 127   3.30   3.30           0
## 128   1.18   1.18           0
## 129  -1.26  -1.26           0
## 130  -1.24  -1.24           0
## 131  -3.17  -3.17           0
## 133   1.09   1.09           0
## 134   1.76   1.76           0
## 135  -4.61  -4.61           0
## 136   2.89   2.89           0
## 137   1.63   1.63           0
## 138   3.75   3.75           0
## 139   2.68   2.68           0
## 140   0.42   0.42           0
## 141   2.26   2.26           0
## 142  -3.74  -3.74           0
## 143   2.45   2.45           0
## 144   0.25   0.25           0
## 145  11.09  11.09           0
## 146  -3.02  -3.02           0
## 147  -3.27  -3.27           0
## 148   3.93   3.93           0
## 149   4.72   4.72           0
## 150   0.18   0.18           0
## 151  -1.29  -1.29           0
## 152   7.77   7.77           0
## 153   0.22   0.22           0
## 154  -2.12  -2.12           0
## 155   1.82   1.82           0

Ejercicio 2, literal D

# comprobando que son idempotente la multiplicacion de p * p debe ser igual a P 
p <- mat_p %*% mat_p 
# por lo tanto al ser el resultado de P igual a mat_p, la resta de ambos sera una matriz nula, por lo tanto
ot_p <- p - mat_p 
print(round(ot_p,2))
##     1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
## 1   0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 2   0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 3   0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 4   0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 5   0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 6   0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 7   0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 8   0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 9   0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 10  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 11  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 12  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 13  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 14  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 15  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 16  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
## 17  0 0 0 0 0 0 0 0 0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0
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##     104 105 106 107 108 109 110 112 113 114 115 116 118 119 120 121 122 123 124
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## 37    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 38    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 39    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 40    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 41    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 42    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 43    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 44    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 45    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 46    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 47    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 48    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 49    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 50    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 51    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 52    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 53    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 54    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 55    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 56    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 57    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 58    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 59    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 60    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 61    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 62    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 63    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 64    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 65    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 66    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 67    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 68    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 69    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 70    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 71    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 72    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 73    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 74    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 75    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 76    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 77    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 78    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 79    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 80    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 81    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 82    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 83    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 84    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 85    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 86    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 88    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 89    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 90    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 91    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 92    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 94    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 95    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 96    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 97    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 98    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 99    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 100   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 101   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 102   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 103   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 104   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 105   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 106   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 107   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 108   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 109   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 110   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 112   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 113   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 114   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 115   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 116   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 118   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 119   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 120   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 121   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 122   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 123   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 124   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 125   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 126   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 127   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 128   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 129   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 130   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 131   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 133   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 134   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 135   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 136   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 137   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 138   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 139   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 140   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 141   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 142   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 143   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 144   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 145   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 146   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 147   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 148   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 149   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 150   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 151   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 152   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 153   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 154   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 155   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
##     125 126 127 128 129 130 131 133 134 135 136 137 138 139 140 141 142 143 144
## 1     0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 2     0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 3     0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 4     0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 5     0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 6     0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 7     0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 8     0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 9     0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 10    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 11    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 12    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 13    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 14    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 15    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 16    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 17    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 18    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 19    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 20    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 21    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 22    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 23    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 24    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 25    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 26    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 27    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 28    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 29    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 30    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 31    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 32    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 33    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 34    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 35    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 36    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 37    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 38    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 39    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 40    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 41    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 42    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 43    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 44    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 45    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 46    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 47    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 48    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 49    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 50    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 51    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 52    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 53    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 54    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 55    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 56    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 57    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 58    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 59    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 60    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 61    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 62    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 63    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 64    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 65    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 66    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 67    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 68    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 69    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 70    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 71    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 72    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 73    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 74    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 75    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 76    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 77    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
## 78    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
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