# Estadistica Multivariable
# Modelo lineal
#Autor: Ariel Chiluisa
#Fecha:17/06/2026

0.- Carga de Librerias

library(gt)
## Warning: package 'gt' was built under R version 4.5.3
library(dplyr)
## Warning: package 'dplyr' was built under R version 4.5.3
## 
## Adjuntando el paquete: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(e1071)
## Warning: package 'e1071' was built under R version 4.5.3
library(htmltools)

1.- Carga de Datos

datos <- read.csv("~/semestre 3 y 4/Estadistica/Datos Cambiados.csv", 
                  header = TRUE, dec = ".", sep = ",")

# Limpieza inicial de guiones y conversión a numérico
datos$PM10[datos$PM10 == "-"] <- NA
datos$PM2.5[datos$PM2.5 == "-"] <- NA
datos$PM10 <- as.numeric(datos$PM10)
datos$PM2.5 <- as.numeric(datos$PM2.5)

# Eliminamos filas que tengan NA en cualquiera de las dos columnas
datos <- datos[complete.cases(datos$PM10, datos$PM2.5), ]

2.- Definición de variables

# Limpieza estadística usando el Rango Intercuartílico (IQR)
# Para PM10
Q1_PM10 <- quantile(datos$PM10, 0.25)
Q3_PM10 <- quantile(datos$PM10, 0.75)
IQR_PM10 <- Q3_PM10 - Q1_PM10
lim_inf_PM10 <- Q1_PM10 - 1.5 * IQR_PM10
lim_sup_PM10 <- Q3_PM10 + 1.5 * IQR_PM10

# Para PM2.5
Q1_PM25 <- quantile(datos$PM2.5, 0.25)
Q3_PM25 <- quantile(datos$PM2.5, 0.75)
IQR_PM25 <- Q3_PM25 - Q1_PM25
lim_inf_PM25 <- Q1_PM25 - 1.5 * IQR_PM25
lim_sup_PM25 <- Q3_PM25 + 1.5 * IQR_PM25

# Aplicamos los límites para filtrar los datos extremos
datos_filtrados <- datos[
  datos$PM10 >= lim_inf_PM10 & datos$PM10 <= lim_sup_PM10 &
    datos$PM2.5 >= lim_inf_PM25 & datos$PM2.5 <= lim_sup_PM25,
]

# Promediamos para reducir la dispersión y ver la tendencia clara
# Importante: Como X es PM10, promediamos PM2.5 en función de PM10
datos_prom <- aggregate(PM2.5 ~ PM10, data = datos_filtrados, mean)

# ---- DEFINICIÓN DE VARIABLES ----
# X (Variable Independiente / Causa) -> PM10
X <- datos_prom$PM10

# Y (Variable Dependiente / Efecto) -> PM2.5
Y <- datos_prom$PM2.5

La concentración de PM10 es la variable independiente (Causa) porque engloba partículas más grandes (polvo resuspendido, desgaste de frenos). Cuando estas macro-partículas se fragmentan en la atmósfera o comparten chimeneas industriales, arrastran o generan la emisión de partículas finas PM2.5 (Efecto). Por ende, un aumento en la masa de PM10 condiciona el aumento de la masa de PM2.5.

3.- Tabla pares de valores

# Creación del Data Frame
TVP_PM10_PM25 <- data.frame(X, Y)

# Impresión del tamaño muestral en consola (Exigencia del Inge)
N_pares <- nrow(TVP_PM10_PM25)
cat("El tamaño muestral para este análisis es de N =", N_pares, "pares de datos promediados.\n")
## El tamaño muestral para este análisis es de N = 10834 pares de datos promediados.
# Generación de la tabla visual con formato gt()
tabla <- TVP_PM10_PM25 %>%
  gt() %>%
  cols_align(
    align = "center",
    columns = everything()
  ) %>%
  fmt_number(
    columns = everything(),
    decimals = 2
  ) %>%
  tab_header(
    title = md("*Tabla Nro. 1*"),
    subtitle = md("*Pares de valores promediados de PM10 y PM2.5, Calidad del aire en India 2015-2020*")
  ) %>%
  cols_label(
    X = md("**PM10 (Causa)**"),
    Y = md("**PM2.5 (Efecto)**")
  )

# Mostramos la tabla con scroll para que no colapse la interfaz de R
div(
  style = "height:400px; overflow-y:auto;",
  tabla
   )
Tabla Nro. 1
Pares de valores promediados de PM10 y PM2.5, Calidad del aire en India 2015-2020
PM10 (Causa) PM2.5 (Efecto)
0.18 23.56
0.19 31.73
0.20 63.74
0.21 39.68
0.22 79.71
0.23 66.55
0.24 58.85
0.26 58.17
0.27 64.91
0.28 60.29
0.29 61.37
0.42 41.86
0.62 27.60
1.02 54.57
1.06 6.70
1.15 0.24
1.55 34.81
1.63 22.43
1.80 29.10
2.08 13.22
2.10 4.46
2.12 3.71
2.17 4.09
2.79 1.54
2.86 10.44
3.16 0.16
3.45 2.03
3.73 32.94
4.06 16.77
4.28 6.88
4.32 1.96
4.46 2.67
4.57 2.17
4.59 0.98
4.68 5.61
4.74 2.69
4.82 32.68
4.83 2.34
4.85 15.95
4.94 39.41
4.98 3.45
4.99 1.19
5.29 33.26
5.38 3.87
5.39 4.49
5.64 5.13
5.80 1.40
5.82 3.44
5.83 3.14
5.96 6.60
6.07 24.22
6.19 1.98
6.33 2.33
6.39 44.73
6.56 4.97
6.78 3.85
6.79 4.23
6.85 3.93
7.12 3.56
7.21 1.39
7.24 3.43
7.33 2.49
7.45 3.68
7.80 7.00
7.84 3.58
7.90 43.23
8.10 0.99
8.16 5.08
8.56 3.96
8.67 4.34
8.70 6.56
8.72 13.29
8.76 6.33
8.90 4.49
8.99 6.15
9.03 2.63
9.07 4.20
9.08 5.92
9.10 1.25
9.11 8.52
9.27 1.89
9.35 21.10
9.42 5.35
9.63 3.11
9.67 4.61
9.77 9.41
9.88 5.44
9.93 31.80
10.00 40.39
10.02 0.28
10.05 5.11
10.06 4.38
10.27 6.53
10.39 7.06
10.44 5.27
10.50 3.88
10.53 5.39
10.54 5.30
10.61 4.94
10.72 5.79
10.75 5.28
10.87 7.78
10.96 8.53
10.97 5.97
11.00 7.00
11.05 4.23
11.09 22.35
11.25 6.59
11.26 8.53
11.28 3.84
11.40 6.57
11.43 2.85
11.50 14.79
11.66 5.60
11.67 5.56
11.73 56.45
11.92 6.32
11.94 7.42
12.02 5.85
12.03 4.99
12.17 5.60
12.23 7.75
12.24 5.08
12.31 8.26
12.38 8.58
12.42 9.79
12.44 9.46
12.48 28.57
12.53 6.75
12.57 12.52
12.60 6.68
12.61 6.24
12.62 8.30
12.66 6.63
12.72 5.16
12.76 4.65
12.83 4.70
12.93 8.14
12.97 7.92
13.00 7.50
13.02 4.85
13.04 9.20
13.13 8.24
13.16 7.93
13.23 9.03
13.28 5.90
13.30 9.01
13.34 12.11
13.35 8.99
13.37 6.15
13.40 9.53
13.44 8.61
13.53 5.54
13.60 10.46
13.65 2.76
13.68 2.88
13.78 8.72
13.80 10.37
13.81 7.94
13.83 6.89
13.84 20.61
13.85 8.71
13.87 4.66
13.91 5.88
13.97 10.31
13.98 55.16
14.15 5.95
14.17 8.71
14.24 5.71
14.30 0.04
14.36 12.77
14.37 8.89
14.39 9.99
14.41 8.01
14.44 8.97
14.47 16.80
14.48 5.72
14.50 9.62
14.56 10.42
14.62 8.93
14.63 10.16
14.68 8.35
14.72 4.44
14.73 10.48
14.79 11.52
14.82 52.82
14.84 9.72
14.91 10.25
14.92 13.42
14.94 5.91
14.99 12.02
15.05 9.70
15.06 9.18
15.08 11.81
15.15 8.71
15.18 11.86
15.31 3.48
15.34 10.21
15.40 11.43
15.46 19.00
15.48 8.08
15.53 7.63
15.57 6.49
15.63 13.06
15.68 12.69
15.69 15.59
15.75 9.46
15.77 10.64
15.78 7.73
15.80 7.62
15.83 8.10
15.84 8.00
15.88 11.74
15.90 14.86
15.91 9.98
15.96 9.82
16.00 11.50
16.03 14.04
16.04 10.04
16.09 11.93
16.12 8.32
16.23 7.95
16.29 8.87
16.31 10.99
16.32 3.40
16.37 9.62
16.42 14.30
16.45 8.84
16.46 13.17
16.48 6.06
16.49 12.39
16.54 8.48
16.56 9.07
16.59 6.92
16.63 10.31
16.64 9.56
16.65 11.76
16.77 16.80
16.80 10.40
16.81 6.54
16.86 6.05
16.88 11.72
16.95 4.80
16.96 11.84
16.97 13.58
17.01 12.28
17.06 8.53
17.09 11.87
17.10 115.98
17.13 7.86
17.21 13.82
17.22 12.12
17.23 11.31
17.40 13.61
17.46 12.04
17.47 14.83
17.54 11.00
17.55 10.44
17.57 7.71
17.63 14.12
17.65 5.29
17.68 16.81
17.71 9.51
17.74 15.12
17.76 6.30
17.83 5.80
17.91 7.66
17.95 9.88
17.99 7.75
18.00 12.42
18.03 10.93
18.11 12.58
18.12 7.35
18.14 12.72
18.17 8.48
18.18 12.54
18.23 12.52
18.27 6.91
18.31 20.77
18.33 8.91
18.39 7.85
18.44 13.97
18.46 41.43
18.57 10.24
18.58 11.73
18.59 11.81
18.64 14.27
18.65 8.66
18.66 7.61
18.72 9.55
18.76 6.90
18.77 9.93
18.78 13.61
18.82 9.51
18.85 15.35
18.89 12.59
18.90 11.79
18.93 16.04
18.96 11.83
19.02 5.92
19.03 17.27
19.05 8.38
19.08 17.00
19.09 13.40
19.11 8.55
19.13 14.67
19.14 11.20
19.19 11.95
19.23 6.02
19.24 8.01
19.27 15.22
19.30 11.08
19.34 9.69
19.38 10.64
19.39 17.97
19.41 9.81
19.43 8.95
19.46 17.72
19.50 14.18
19.51 10.24
19.56 7.45
19.57 11.37
19.66 8.58
19.67 11.89
19.72 7.72
19.73 11.57
19.75 15.52
19.79 11.85
19.83 16.73
19.84 13.03
19.85 15.06
19.88 6.93
19.92 9.39
19.94 8.11
19.95 10.41
19.96 10.62
19.97 8.76
19.98 9.30
20.00 11.04
20.04 16.09
20.13 10.74
20.15 10.01
20.17 8.77
20.29 13.99
20.34 10.34
20.37 9.72
20.38 5.68
20.39 11.40
20.41 9.29
20.43 15.65
20.50 7.45
20.52 12.75
20.53 13.35
20.55 10.41
20.56 10.12
20.58 11.00
20.65 9.37
20.72 7.68
20.76 10.31
20.77 8.59
20.79 11.79
20.80 10.06
20.81 16.26
20.83 8.73
20.84 12.71
20.87 9.65
20.92 12.93
20.94 9.53
20.95 10.55
20.97 10.31
21.02 11.63
21.05 7.22
21.06 13.91
21.07 4.25
21.08 7.62
21.10 8.03
21.13 9.52
21.14 10.30
21.17 10.02
21.19 12.64
21.21 7.84
21.22 13.02
21.25 7.08
21.26 20.26
21.27 9.75
21.30 12.10
21.31 6.62
21.35 8.71
21.36 19.28
21.38 6.62
21.39 6.82
21.40 11.35
21.41 7.94
21.44 13.95
21.46 8.40
21.47 10.75
21.48 8.79
21.52 16.13
21.54 9.52
21.56 14.07
21.57 12.59
21.58 12.74
21.61 13.03
21.62 12.31
21.63 9.54
21.66 14.62
21.69 9.01
21.70 34.66
21.72 11.61
21.73 8.23
21.80 15.38
21.82 14.92
21.86 9.63
21.87 11.81
21.88 15.55
21.96 13.68
21.98 10.17
21.99 11.68
22.00 12.07
22.01 19.22
22.03 16.55
22.05 7.93
22.06 11.02
22.09 15.07
22.10 11.78
22.11 9.66
22.14 10.31
22.15 16.61
22.16 9.16
22.18 20.84
22.19 9.92
22.21 21.30
22.23 13.70
22.26 11.71
22.29 9.19
22.30 12.03
22.34 13.18
22.39 11.20
22.41 17.98
22.42 9.83
22.44 15.80
22.46 14.72
22.48 23.22
22.50 16.89
22.51 6.86
22.54 15.01
22.56 8.91
22.58 10.06
22.60 10.78
22.61 14.82
22.63 10.73
22.64 7.98
22.68 9.59
22.69 20.98
22.70 18.05
22.71 8.39
22.74 17.20
22.76 14.15
22.77 13.10
22.78 8.55
22.79 11.12
22.86 18.79
22.87 11.47
22.89 8.39
22.91 14.09
22.93 15.27
22.95 16.29
22.96 10.46
22.97 13.21
22.98 7.42
23.01 27.59
23.02 10.08
23.03 21.61
23.05 8.06
23.08 10.11
23.13 10.71
23.18 8.02
23.20 8.90
23.21 27.80
23.23 20.72
23.25 14.37
23.26 18.62
23.27 12.88
23.28 15.52
23.29 13.02
23.30 8.51
23.33 12.07
23.35 14.34
23.36 29.77
23.40 10.76
23.44 8.51
23.46 16.73
23.48 14.16
23.51 12.97
23.53 10.03
23.54 11.41
23.56 25.29
23.59 9.35
23.61 20.96
23.66 14.80
23.68 10.49
23.69 13.23
23.71 8.84
23.73 9.49
23.75 16.60
23.78 10.50
23.79 13.26
23.81 15.40
23.82 15.35
23.83 8.19
23.86 29.83
23.89 19.14
23.91 12.69
23.92 10.10
23.93 10.32
23.94 9.15
23.95 13.40
24.00 21.93
24.01 7.50
24.02 12.75
24.03 10.28
24.04 10.07
24.05 13.46
24.06 18.28
24.10 21.26
24.12 9.51
24.15 12.71
24.17 22.36
24.18 7.53
24.22 13.74
24.25 16.38
24.26 14.47
24.27 14.73
24.28 20.90
24.30 18.30
24.31 16.62
24.32 15.04
24.34 10.08
24.35 16.06
24.39 26.19
24.42 8.97
24.43 14.50
24.44 10.72
24.46 21.11
24.47 11.95
24.49 12.13
24.50 17.75
24.52 18.83
24.55 8.99
24.57 16.56
24.61 16.14
24.64 9.76
24.65 9.04
24.67 10.95
24.68 11.66
24.69 8.73
24.70 14.91
24.72 15.48
24.73 10.31
24.74 12.18
24.75 7.50
24.76 15.50
24.78 16.95
24.79 12.72
24.82 15.34
24.83 7.12
24.85 11.56
24.86 15.50
24.88 18.56
24.90 7.90
24.91 10.25
24.92 11.85
24.94 76.15
24.97 12.22
25.02 9.87
25.03 15.84
25.04 9.71
25.05 104.45
25.11 9.85
25.12 17.62
25.15 19.54
25.16 15.38
25.17 12.87
25.19 22.71
25.20 11.16
25.22 20.54
25.23 25.82
25.24 13.02
25.27 16.38
25.28 12.90
25.29 17.92
25.31 16.96
25.34 18.81
25.37 15.57
25.38 27.56
25.39 24.51
25.41 14.21
25.42 22.55
25.46 12.70
25.47 18.61
25.50 17.94
25.52 18.59
25.53 16.63
25.55 15.29
25.56 10.58
25.57 10.46
25.58 19.60
25.62 39.81
25.63 15.88
25.64 14.19
25.65 16.57
25.67 15.41
25.71 17.82
25.76 12.36
25.78 17.57
25.81 9.27
25.82 19.68
25.83 15.58
25.85 23.53
25.87 13.21
25.88 13.88
25.89 9.93
25.90 17.38
25.92 11.01
25.93 7.33
25.94 20.75
25.96 13.20
25.97 26.48
25.99 18.07
26.00 15.58
26.01 15.67
26.03 17.42
26.06 15.59
26.07 15.52
26.08 13.46
26.11 18.36
26.13 21.09
26.14 14.81
26.16 8.33
26.17 17.38
26.19 20.50
26.20 10.89
26.21 14.18
26.22 11.00
26.23 12.49
26.24 9.36
26.25 12.35
26.26 13.21
26.27 17.26
26.28 23.97
26.31 14.84
26.33 13.40
26.34 19.33
26.39 11.17
26.41 13.08
26.42 24.40
26.47 12.25
26.48 10.39
26.51 7.81
26.53 23.18
26.54 16.26
26.59 12.14
26.60 10.90
26.62 8.68
26.65 18.88
26.66 15.32
26.67 7.38
26.69 13.65
26.71 23.52
26.74 13.82
26.77 13.87
26.79 15.27
26.80 8.60
26.82 16.03
26.83 10.20
26.84 10.62
26.86 24.22
26.88 22.85
26.91 16.71
26.92 12.65
26.93 16.97
26.94 13.96
26.95 20.09
26.97 7.46
26.98 19.51
27.00 22.48
27.02 11.17
27.03 10.97
27.04 16.33
27.05 15.20
27.06 24.26
27.08 14.70
27.10 16.93
27.12 13.48
27.13 21.64
27.14 11.86
27.15 13.57
27.17 12.77
27.18 15.67
27.19 17.87
27.20 32.26
27.21 17.53
27.22 12.39
27.24 17.70
27.26 10.42
27.27 12.54
27.28 13.48
27.29 24.05
27.30 22.05
27.32 17.64
27.33 14.78
27.34 6.33
27.36 10.33
27.38 18.55
27.41 14.00
27.42 12.73
27.44 12.41
27.46 15.00
27.48 9.43
27.49 12.66
27.50 8.61
27.51 17.39
27.54 13.61
27.55 8.67
27.57 13.55
27.58 11.29
27.62 9.70
27.63 17.58
27.64 25.98
27.65 12.84
27.66 10.46
27.67 12.39
27.68 9.83
27.69 17.70
27.71 11.15
27.74 10.78
27.75 11.09
27.76 18.81
27.77 12.66
27.78 10.98
27.79 13.46
27.81 21.73
27.82 12.80
27.84 11.26
27.86 14.55
27.88 37.10
27.90 11.07
27.91 16.35
27.93 13.86
27.94 17.98
27.95 14.60
27.99 15.42
28.02 19.40
28.06 20.62
28.07 18.58
28.08 8.93
28.10 15.00
28.11 29.09
28.12 19.68
28.13 18.39
28.14 9.47
28.18 9.00
28.23 14.61
28.25 10.74
28.26 12.74
28.27 22.40
28.30 13.45
28.33 9.58
28.34 23.38
28.35 11.98
28.39 14.46
28.41 12.01
28.42 11.96
28.44 16.55
28.45 20.70
28.46 11.01
28.47 27.47
28.51 15.11
28.53 15.54
28.54 12.02
28.58 12.56
28.59 25.84
28.61 19.20
28.62 11.38
28.63 15.81
28.65 28.47
28.66 14.32
28.67 14.13
28.68 13.71
28.70 20.01
28.72 16.44
28.73 21.73
28.74 17.33
28.76 11.55
28.79 14.88
28.80 15.96
28.82 28.45
28.83 12.28
28.85 10.61
28.86 23.35
28.88 15.30
28.89 15.51
28.90 10.89
28.91 14.12
28.92 10.48
28.94 13.62
28.95 13.47
28.98 24.58
28.99 15.53
29.00 13.00
29.01 10.93
29.02 7.47
29.03 18.07
29.06 11.40
29.07 28.19
29.09 14.31
29.10 15.58
29.12 16.53
29.13 8.84
29.15 11.90
29.16 12.40
29.17 24.12
29.20 10.80
29.21 15.91
29.24 17.99
29.26 28.18
29.27 28.68
29.28 26.70
29.29 14.21
29.30 14.29
29.31 10.42
29.32 12.77
29.35 25.63
29.36 7.60
29.39 8.52
29.40 18.05
29.44 19.34
29.45 22.14
29.46 12.87
29.47 21.61
29.48 14.61
29.49 12.83
29.51 12.34
29.53 10.29
29.54 16.79
29.55 15.35
29.57 17.50
29.58 11.48
29.59 40.21
29.60 14.19
29.61 11.84
29.62 10.33
29.63 13.02
29.64 33.03
29.67 17.66
29.70 16.74
29.73 16.45
29.74 14.19
29.75 15.67
29.76 16.64
29.78 11.30
29.79 12.32
29.81 18.75
29.82 11.70
29.83 13.85
29.84 16.39
29.85 14.61
29.86 26.69
29.91 17.25
29.97 19.16
29.98 17.87
29.99 22.61
30.00 10.89
30.01 16.81
30.03 15.84
30.07 12.08
30.10 13.11
30.11 10.91
30.13 23.35
30.15 9.51
30.16 17.14
30.17 20.57
30.21 14.76
30.22 8.73
30.23 13.45
30.24 11.87
30.25 13.77
30.27 12.15
30.29 15.02
30.30 11.81
30.31 17.46
30.32 14.11
30.33 14.80
30.35 20.16
30.36 12.45
30.39 17.94
30.40 22.59
30.42 18.15
30.44 14.60
30.45 16.00
30.46 20.52
30.48 50.69
30.49 11.61
30.50 11.33
30.51 15.90
30.52 15.02
30.54 8.85
30.55 24.66
30.56 15.28
30.57 8.60
30.58 14.76
30.64 15.81
30.65 19.09
30.66 24.14
30.68 25.72
30.69 14.61
30.70 7.33
30.71 17.84
30.72 18.00
30.74 21.02
30.75 17.52
30.76 23.37
30.78 18.92
30.79 48.83
30.80 11.24
30.81 21.64
30.83 16.24
30.85 22.93
30.86 14.31
30.87 12.25
30.88 17.97
30.89 12.52
30.90 12.81
30.91 17.46
30.93 23.05
30.94 12.90
30.97 21.75
30.98 13.62
31.00 22.72
31.01 17.99
31.02 16.68
31.03 10.07
31.06 19.29
31.07 19.23
31.08 15.62
31.09 15.08
31.12 6.64
31.13 13.26
31.14 20.29
31.15 13.91
31.18 12.30
31.19 21.18
31.20 17.33
31.22 18.76
31.23 15.35
31.24 15.01
31.27 19.38
31.28 19.34
31.29 16.47
31.30 17.62
31.31 16.14
31.33 14.29
31.34 16.92
31.35 15.93
31.36 11.33
31.37 13.35
31.38 14.19
31.40 10.87
31.41 24.57
31.44 13.89
31.47 22.21
31.49 7.20
31.51 20.46
31.52 11.61
31.54 17.53
31.55 15.46
31.58 10.53
31.60 15.72
31.61 13.44
31.62 14.87
31.63 24.34
31.64 13.43
31.65 19.00
31.66 15.32
31.67 13.78
31.68 13.16
31.69 15.69
31.70 17.41
31.71 19.88
31.72 17.53
31.73 15.62
31.74 24.92
31.75 11.99
31.76 20.78
31.77 15.00
31.78 13.31
31.79 10.52
31.80 17.54
31.86 14.82
31.87 17.09
31.92 17.45
31.93 17.82
31.95 18.64
31.96 16.09
31.97 17.10
32.01 22.57
32.02 17.25
32.03 21.96
32.04 13.66
32.05 8.61
32.07 9.62
32.08 21.16
32.09 23.64
32.10 13.11
32.12 17.19
32.13 34.65
32.14 13.18
32.17 26.19
32.18 15.80
32.19 15.73
32.25 16.06
32.26 16.45
32.27 7.63
32.29 14.80
32.30 9.83
32.33 13.70
32.35 14.54
32.37 27.15
32.39 17.69
32.40 16.92
32.41 17.80
32.44 22.59
32.45 22.45
32.46 16.81
32.47 10.52
32.48 19.31
32.49 18.74
32.50 20.07
32.51 20.32
32.52 12.51
32.53 22.87
32.55 12.49
32.56 17.36
32.57 14.31
32.58 17.04
32.59 16.05
32.61 21.41
32.62 11.44
32.63 15.47
32.65 13.06
32.68 19.32
32.70 21.95
32.77 23.30
32.78 25.04
32.79 30.66
32.80 14.70
32.81 13.97
32.82 12.96
32.83 15.54
32.85 16.11
32.87 51.08
32.89 12.65
32.90 9.56
32.91 15.61
32.92 18.61
32.93 18.15
32.94 91.82
32.95 16.76
32.96 21.07
32.97 25.62
32.98 15.75
32.99 9.75
33.00 12.09
33.01 11.26
33.02 27.22
33.03 16.45
33.04 17.95
33.05 22.37
33.06 17.11
33.07 27.88
33.08 15.98
33.09 15.10
33.11 21.27
33.12 23.35
33.14 21.38
33.15 19.93
33.16 14.39
33.20 18.93
33.22 9.25
33.24 28.33
33.25 32.18
33.26 16.27
33.28 15.91
33.31 35.65
33.32 42.23
33.33 22.38
33.35 10.31
33.36 18.49
33.38 16.92
33.39 21.54
33.44 18.07
33.45 15.58
33.46 10.24
33.47 12.52
33.48 19.46
33.50 16.46
33.51 31.18
33.52 18.73
33.53 18.31
33.54 19.13
33.55 24.00
33.56 21.19
33.60 14.15
33.61 18.40
33.66 11.84
33.68 18.21
33.70 21.49
33.71 12.88
33.72 12.72
33.74 19.12
33.76 20.95
33.77 14.43
33.78 17.49
33.79 31.20
33.81 18.16
33.82 18.06
33.83 15.49
33.84 17.66
33.85 23.01
33.86 25.20
33.87 25.00
33.88 12.59
33.89 18.36
33.90 21.21
33.91 11.18
33.92 19.66
33.95 33.14
33.96 18.12
33.97 20.35
33.98 10.58
33.99 18.20
34.00 22.00
34.01 33.25
34.03 12.31
34.04 21.13
34.05 11.87
34.06 26.58
34.08 22.35
34.09 26.31
34.10 29.08
34.11 7.20
34.12 17.14
34.13 27.23
34.14 12.80
34.15 16.57
34.16 28.73
34.18 18.71
34.19 14.38
34.20 13.17
34.21 13.08
34.22 13.78
34.24 17.13
34.25 18.23
34.26 31.11
34.27 13.91
34.28 19.53
34.29 16.69
34.30 13.68
34.31 17.46
34.32 29.16
34.34 18.89
34.39 19.16
34.41 18.87
34.42 21.36
34.43 17.84
34.44 13.34
34.46 16.81
34.47 17.31
34.48 18.54
34.49 22.02
34.50 11.00
34.51 16.30
34.52 10.32
34.53 19.23
34.55 20.09
34.57 28.38
34.60 13.45
34.61 18.23
34.63 14.74
34.64 12.02
34.66 17.25
34.67 13.82
34.68 11.00
34.69 16.41
34.71 12.49
34.72 10.62
34.73 28.49
34.75 9.92
34.76 18.02
34.77 17.72
34.78 19.11
34.79 12.25
34.82 18.84
34.83 22.12
34.84 15.48
34.85 19.67
34.86 12.48
34.87 18.30
34.89 15.06
34.90 16.31
34.91 14.33
34.95 21.94
34.97 11.03
34.98 10.77
34.99 18.00
35.00 12.39
35.01 14.72
35.04 19.71
35.06 19.88
35.10 21.44
35.11 17.73
35.12 17.57
35.13 16.14
35.16 19.95
35.20 10.56
35.21 16.67
35.22 10.42
35.25 20.80
35.27 26.77
35.28 73.21
35.29 35.09
35.30 23.55
35.32 17.54
35.33 14.88
35.34 18.57
35.35 12.64
35.36 25.00
35.39 14.98
35.42 9.77
35.43 13.79
35.45 9.25
35.46 17.78
35.47 16.22
35.48 20.66
35.49 22.38
35.50 14.48
35.51 20.25
35.53 30.06
35.54 14.72
35.57 20.23
35.58 35.06
35.59 16.13
35.60 19.59
35.61 16.05
35.62 13.73
35.64 20.55
35.65 16.77
35.68 16.14
35.70 18.17
35.71 16.12
35.72 13.47
35.74 18.17
35.75 23.91
35.77 21.48
35.79 21.75
35.83 16.58
35.84 21.46
35.85 20.51
35.86 17.55
35.87 18.11
35.88 14.88
35.89 15.69
35.90 15.49
35.91 12.04
35.92 22.13
35.93 13.54
35.95 22.33
35.96 21.07
35.98 22.73
36.00 22.67
36.01 15.45
36.03 26.59
36.04 13.11
36.05 28.28
36.07 18.01
36.08 17.35
36.11 19.15
36.12 12.54
36.13 17.79
36.14 13.11
36.16 20.03
36.19 23.05
36.20 15.00
36.21 20.71
36.22 22.20
36.23 11.18
36.24 14.62
36.25 19.15
36.27 17.33
36.28 39.27
36.29 19.95
36.33 20.88
36.34 14.55
36.35 17.34
36.37 16.63
36.38 11.88
36.39 18.52
36.43 14.80
36.49 14.16
36.50 10.57
36.51 31.76
36.52 26.32
36.53 18.55
36.56 19.79
36.58 21.56
36.63 32.16
36.64 23.34
36.65 21.64
36.67 60.02
36.68 23.94
36.69 20.39
36.70 15.79
36.71 17.11
36.72 18.36
36.75 22.03
36.76 16.52
36.78 25.18
36.79 21.13
36.80 32.00
36.83 7.00
36.84 39.44
36.86 23.44
36.89 16.84
36.91 18.46
36.92 15.65
36.93 16.55
36.94 14.61
36.97 14.76
36.98 16.58
37.00 10.40
37.02 17.72
37.03 15.46
37.06 32.19
37.07 8.98
37.10 15.52
37.11 20.40
37.12 18.69
37.14 15.94
37.15 15.99
37.16 15.97
37.17 15.53
37.18 17.42
37.19 23.10
37.20 21.39
37.21 18.30
37.22 16.90
37.24 21.66
37.27 18.70
37.28 12.56
37.29 14.91
37.30 16.85
37.31 21.81
37.34 11.00
37.35 18.22
37.36 21.07
37.37 18.43
37.38 17.02
37.40 8.42
37.45 20.53
37.46 19.96
37.53 15.65
37.54 16.38
37.56 17.32
37.57 16.49
37.59 11.48
37.61 17.58
37.62 18.85
37.64 19.25
37.65 13.62
37.66 20.04
37.67 18.07
37.68 33.09
37.69 12.01
37.71 23.90
37.73 16.03
37.76 13.58
37.77 18.11
37.78 41.09
37.80 19.11
37.82 29.47
37.83 13.49
37.85 21.59
37.86 13.41
37.87 14.34
37.88 18.99
37.89 18.54
37.90 16.95
37.91 15.22
37.94 21.90
37.98 25.35
37.99 18.99
38.01 17.78
38.02 26.73
38.03 15.44
38.04 15.22
38.05 16.72
38.09 19.08
38.11 17.40
38.12 19.23
38.14 16.16
38.15 16.38
38.16 12.35
38.17 18.16
38.18 22.12
38.19 31.07
38.20 21.63
38.23 20.31
38.24 19.42
38.25 16.83
38.26 18.21
38.27 18.85
38.28 19.62
38.29 26.24
38.33 33.30
38.34 12.71
38.35 26.61
38.36 21.45
38.37 18.28
38.41 23.75
38.43 20.53
38.45 17.38
38.46 16.70
38.48 13.63
38.49 17.18
38.50 24.77
38.51 14.38
38.56 15.95
38.57 28.01
38.58 12.86
38.59 66.50
38.60 21.37
38.61 17.26
38.63 12.39
38.64 18.75
38.65 15.73
38.66 23.61
38.67 13.91
38.68 30.07
38.72 19.40
38.75 35.67
38.76 102.35
38.77 21.08
38.78 20.51
38.79 13.43
38.80 18.45
38.81 19.24
38.83 11.35
38.84 16.21
38.86 22.40
38.87 14.18
38.88 16.07
38.91 15.39
38.92 18.07
38.94 12.51
38.95 9.44
38.97 20.31
38.99 16.84
39.01 28.62
39.02 17.20
39.04 13.97
39.05 14.75
39.07 17.05
39.08 25.30
39.09 26.49
39.11 24.68
39.12 19.51
39.13 66.18
39.14 15.12
39.15 20.99
39.16 17.43
39.17 17.19
39.18 14.87
39.22 20.12
39.26 14.38
39.27 22.94
39.28 16.64
39.29 19.98
39.30 26.42
39.31 21.95
39.32 14.56
39.33 29.71
39.35 17.33
39.37 15.84
39.38 20.33
39.39 27.01
39.40 19.09
39.41 25.87
39.43 10.85
39.45 21.64
39.46 17.93
39.48 21.35
39.49 23.89
39.50 32.50
39.52 17.95
39.54 11.32
39.58 23.10
39.59 18.41
39.60 20.90
39.61 36.65
39.62 16.56
39.63 14.88
39.65 23.54
39.66 20.55
39.67 14.68
39.68 17.14
39.69 20.59
39.71 16.75
39.72 11.40
39.73 29.37
39.75 20.60
39.76 22.27
39.77 22.56
39.79 12.48
39.80 19.67
39.81 13.71
39.83 13.30
39.84 23.76
39.86 17.27
39.87 16.08
39.88 13.81
39.89 19.53
39.90 22.99
39.94 18.73
39.96 11.99
39.97 16.18
39.98 24.83
40.00 23.21
40.02 24.71
40.05 27.72
40.06 16.93
40.07 16.63
40.08 23.59
40.09 27.98
40.10 21.71
40.15 16.73
40.18 25.56
40.19 15.65
40.20 8.74
40.21 14.60
40.22 24.78
40.24 20.51
40.25 20.12
40.27 15.31
40.29 15.11
40.30 17.07
40.31 18.27
40.32 26.04
40.33 22.43
40.35 30.08
40.36 16.07
40.37 12.76
40.38 33.54
40.41 21.36
40.42 21.21
40.43 21.51
40.44 21.98
40.45 21.24
40.46 17.77
40.47 18.86
40.48 21.00
40.49 13.55
40.50 25.48
40.51 32.43
40.55 13.48
40.56 15.17
40.58 47.40
40.60 15.26
40.61 15.12
40.62 20.15
40.64 16.85
40.65 19.07
40.66 24.37
40.67 10.14
40.69 20.54
40.72 13.28
40.74 32.09
40.78 17.87
40.79 15.94
40.80 33.08
40.81 35.56
40.82 19.29
40.83 29.50
40.84 15.96
40.85 32.39
40.87 13.87
40.88 23.13
40.90 17.86
40.92 20.69
40.93 18.26
40.94 24.36
40.97 19.93
40.98 25.75
40.99 19.90
41.00 9.27
41.01 19.30
41.03 33.82
41.04 12.59
41.07 13.67
41.09 18.10
41.11 22.38
41.13 24.26
41.14 19.27
41.15 22.18
41.16 16.28
41.20 22.44
41.21 19.17
41.22 16.68
41.24 25.08
41.25 13.70
41.26 21.32
41.27 17.21
41.28 27.73
41.31 47.34
41.34 17.75
41.35 18.52
41.36 23.18
41.37 22.45
41.38 24.80
41.39 20.69
41.40 22.37
41.41 23.60
41.42 11.90
41.43 13.11
41.44 9.21
41.46 19.24
41.47 14.44
41.48 22.89
41.49 20.05
41.51 31.76
41.53 16.25
41.54 23.23
41.55 21.70
41.58 10.05
41.59 15.00
41.60 20.25
41.61 20.86
41.62 20.06
41.64 21.71
41.65 34.28
41.66 16.48
41.67 44.38
41.70 23.12
41.71 15.91
41.72 26.58
41.74 20.46
41.75 12.70
41.77 17.75
41.78 20.11
41.79 10.93
41.81 14.90
41.82 17.51
41.84 13.66
41.85 23.01
41.88 26.11
41.90 18.97
41.91 18.58
41.93 25.63
41.94 15.52
41.95 25.99
41.96 24.76
41.97 26.15
41.98 18.76
41.99 20.36
42.00 12.85
42.02 29.25
42.03 19.82
42.05 18.18
42.06 20.54
42.08 20.12
42.09 20.30
42.10 21.56
42.11 11.07
42.14 22.17
42.15 25.15
42.17 24.24
42.19 10.08
42.20 27.04
42.21 15.47
42.22 16.78
42.23 20.55
42.24 12.68
42.25 15.60
42.27 24.88
42.28 24.85
42.30 25.77
42.31 32.66
42.32 23.12
42.33 16.07
42.34 9.70
42.35 18.00
42.36 20.64
42.38 39.04
42.39 25.38
42.40 20.70
42.42 27.98
42.43 20.26
42.44 24.20
42.45 11.21
42.47 25.51
42.48 17.05
42.49 22.83
42.50 13.46
42.51 16.05
42.52 15.15
42.54 31.00
42.55 36.67
42.56 10.98
42.57 20.03
42.58 20.30
42.61 34.24
42.62 14.41
42.63 6.90
42.64 18.81
42.65 19.72
42.66 15.95
42.67 45.20
42.70 25.38
42.71 19.43
42.72 18.27
42.73 25.22
42.74 21.99
42.75 18.32
42.76 24.45
42.79 19.02
42.80 10.46
42.82 30.50
42.83 22.84
42.84 19.59
42.85 20.33
42.88 19.65
42.92 18.96
42.93 29.74
42.96 27.80
42.97 37.40
42.98 19.70
42.99 14.48
43.00 19.71
43.01 23.71
43.02 16.82
43.04 21.70
43.07 26.99
43.08 14.91
43.09 19.80
43.10 18.84
43.11 19.28
43.12 21.71
43.13 25.93
43.14 19.40
43.17 16.52
43.18 33.18
43.19 25.92
43.20 13.06
43.21 29.61
43.22 19.34
43.25 14.42
43.26 23.10
43.27 32.37
43.29 22.23
43.30 39.31
43.33 19.90
43.36 21.16
43.37 11.21
43.39 10.14
43.41 23.13
43.42 23.68
43.45 20.20
43.47 16.64
43.48 19.73
43.49 27.05
43.50 30.00
43.52 17.15
43.53 15.87
43.54 14.72
43.55 18.62
43.56 18.79
43.57 17.76
43.59 19.84
43.60 18.97
43.61 21.44
43.62 33.64
43.63 15.53
43.64 19.97
43.65 39.52
43.67 21.36
43.68 19.76
43.69 21.13
43.70 35.99
43.71 21.48
43.73 18.39
43.74 21.61
43.75 28.15
43.76 15.53
43.77 14.78
43.78 32.29
43.79 11.84
43.81 23.45
43.82 25.44
43.83 18.14
43.85 21.93
43.88 18.35
43.89 26.94
43.90 24.52
43.92 18.72
43.95 23.12
43.96 16.28
43.97 22.51
43.99 15.25
44.01 27.63
44.02 31.34
44.03 19.70
44.05 32.69
44.06 30.48
44.08 15.34
44.10 27.22
44.11 20.54
44.12 18.37
44.13 21.81
44.14 16.40
44.16 23.78
44.17 27.07
44.20 23.29
44.21 20.20
44.22 18.18
44.23 20.71
44.26 33.26
44.27 29.68
44.30 22.92
44.31 21.23
44.32 23.84
44.33 15.99
44.34 19.66
44.35 14.34
44.36 19.68
44.38 19.59
44.39 34.09
44.40 14.56
44.41 15.91
44.42 18.11
44.45 33.79
44.46 18.21
44.47 15.77
44.48 35.08
44.49 23.87
44.50 29.56
44.53 25.83
44.54 22.91
44.55 22.06
44.56 15.84
44.58 22.95
44.62 24.46
44.63 19.62
44.65 29.54
44.67 21.76
44.69 13.75
44.70 21.24
44.71 25.13
44.72 19.45
44.74 20.24
44.75 16.31
44.77 23.75
44.78 15.36
44.79 25.85
44.81 24.48
44.84 12.33
44.85 19.73
44.86 19.88
44.88 21.69
44.89 29.95
44.90 24.52
44.91 16.08
44.93 11.06
44.95 23.69
44.97 17.76
44.99 28.20
45.00 12.75
45.02 21.40
45.03 19.14
45.04 21.10
45.05 13.43
45.06 15.97
45.07 14.84
45.09 15.20
45.11 17.84
45.12 26.91
45.14 19.96
45.15 17.48
45.16 16.23
45.18 18.69
45.20 18.62
45.25 20.61
45.27 22.78
45.29 23.70
45.30 22.96
45.31 11.08
45.33 11.35
45.36 28.60
45.37 28.40
45.38 18.22
45.39 39.16
45.40 21.25
45.42 24.89
45.43 16.99
45.45 23.18
45.46 27.98
45.47 22.23
45.48 20.29
45.50 21.83
45.51 22.86
45.52 22.50
45.54 25.93
45.55 21.26
45.56 20.28
45.57 21.49
45.58 20.76
45.60 17.07
45.61 29.83
45.62 19.09
45.63 23.92
45.64 36.99
45.66 20.83
45.67 22.27
45.68 19.20
45.69 19.58
45.70 35.23
45.71 38.75
45.72 19.90
45.74 20.38
45.75 26.49
45.79 29.46
45.80 35.34
45.81 24.08
45.82 34.06
45.83 19.83
45.85 22.28
45.86 16.33
45.87 27.78
45.88 9.24
45.89 19.91
45.90 18.41
45.92 25.20
45.93 33.02
45.95 19.59
45.97 12.38
45.99 28.19
46.00 18.00
46.02 23.25
46.04 18.07
46.05 17.56
46.07 27.69
46.08 29.68
46.10 16.10
46.12 22.55
46.13 25.13
46.14 15.52
46.15 28.55
46.16 19.72
46.17 28.16
46.23 30.42
46.24 18.60
46.25 21.16
46.27 32.07
46.28 26.00
46.29 22.48
46.30 29.74
46.31 24.39
46.32 13.24
46.33 19.38
46.35 28.95
46.36 27.46
46.37 35.20
46.38 24.17
46.39 38.40
46.40 18.85
46.41 23.60
46.43 17.68
46.44 30.28
46.46 11.62
46.48 21.34
46.49 17.35
46.50 27.09
46.51 18.62
46.52 32.51
46.53 25.23
46.54 21.33
46.57 19.69
46.58 17.58
46.59 21.99
46.60 17.54
46.63 25.51
46.65 21.81
46.66 46.78
46.68 36.56
46.69 11.80
46.70 20.99
46.71 20.26
46.72 22.11
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46.75 32.92
46.76 11.92
46.77 20.41
46.79 17.62
46.80 17.79
46.83 20.26
46.85 25.74
46.86 12.80
46.87 26.34
46.88 15.48
46.90 20.20
46.91 27.88
46.92 36.68
46.94 27.41
46.95 22.74
46.96 18.04
46.97 12.21
46.99 28.20
47.00 11.42
47.01 27.66
47.04 21.37
47.08 40.64
47.10 13.82
47.12 31.36
47.13 18.14
47.14 22.30
47.16 18.36
47.19 19.86
47.20 22.11
47.21 29.84
47.23 20.53
47.25 16.21
47.27 22.50
47.29 29.38
47.30 26.85
47.31 20.30
47.32 26.04
47.35 22.33
47.36 33.67
47.37 26.99
47.38 34.85
47.39 25.21
47.40 25.55
47.41 21.98
47.43 21.69
47.45 18.32
47.47 23.08
47.48 29.97
47.52 23.91
47.55 21.91
47.56 20.09
47.59 25.01
47.60 22.03
47.61 21.26
47.63 30.66
47.66 19.27
47.67 25.86
47.69 11.49
47.71 28.98
47.74 20.79
47.75 17.93
47.76 29.95
47.77 28.15
47.79 20.54
47.81 20.50
47.82 22.05
47.83 31.53
47.84 14.29
47.85 16.41
47.87 34.13
47.88 19.22
47.91 25.75
47.92 17.19
47.95 20.02
47.96 20.93
47.99 30.26
48.00 16.21
48.02 16.26
48.04 19.50
48.06 36.16
48.07 39.47
48.09 19.67
48.10 27.82
48.12 22.41
48.14 19.48
48.17 26.44
48.18 19.59
48.19 22.18
48.20 22.61
48.21 21.69
48.22 13.97
48.23 27.46
48.26 16.86
48.28 23.40
48.29 32.40
48.30 27.73
48.31 17.03
48.32 21.39
48.33 30.31
48.34 32.38
48.35 16.08
48.36 24.97
48.38 22.59
48.39 24.50
48.40 24.99
48.41 17.95
48.43 21.77
48.44 25.87
48.46 24.48
48.48 18.51
48.49 26.10
48.50 21.41
48.51 29.36
48.52 17.04
48.54 11.91
48.55 31.62
48.56 12.88
48.57 28.56
48.58 17.06
48.59 27.34
48.60 20.05
48.62 20.52
48.64 23.64
48.65 22.86
48.66 28.66
48.67 18.66
48.68 13.92
48.71 12.79
48.73 21.96
48.74 23.96
48.76 18.37
48.80 24.31
48.81 25.25
48.84 28.64
48.85 20.16
48.86 25.73
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48.89 13.78
48.90 20.62
48.92 19.96
48.93 18.05
48.95 22.73
48.96 22.68
48.97 21.43
49.00 19.79
49.02 17.73
49.03 21.84
49.06 28.45
49.07 24.05
49.08 20.52
49.09 20.32
49.12 20.84
49.13 20.30
49.14 20.80
49.15 22.36
49.17 33.08
49.19 31.86
49.20 25.60
49.21 27.69
49.22 19.28
49.24 28.88
49.25 22.53
49.26 26.80
49.27 22.43
49.28 39.54
49.29 14.14
49.30 19.61
49.32 18.82
49.33 30.09
49.35 21.94
49.36 25.84
49.37 21.08
49.38 22.37
49.39 17.49
49.40 24.45
49.41 22.56
49.42 26.68
49.43 21.89
49.44 26.75
49.46 35.78
49.49 19.09
49.50 21.02
49.51 17.37
49.52 15.20
49.53 27.46
49.54 23.53
49.55 21.85
49.58 24.59
49.59 59.35
49.60 16.85
49.61 15.04
49.62 19.03
49.64 27.24
49.68 40.66
49.69 18.88
49.71 27.48
49.72 22.79
49.73 27.40
49.74 24.88
49.75 33.34
49.77 27.64
49.78 18.61
49.80 35.57
49.81 46.26
49.86 19.41
49.87 13.93
49.88 23.54
49.89 24.42
49.90 27.02
49.91 25.31
49.92 27.21
49.93 19.18
49.94 20.88
49.95 18.62
49.97 16.64
49.98 48.07
49.99 26.43
50.00 35.25
50.01 15.77
50.03 34.50
50.04 27.41
50.05 16.68
50.06 24.78
50.08 26.64
50.10 23.90
50.11 27.68
50.12 15.70
50.14 28.14
50.15 38.86
50.18 19.69
50.19 22.70
50.23 16.74
50.25 17.59
50.26 19.95
50.27 25.95
50.30 31.24
50.33 27.09
50.34 14.54
50.35 31.67
50.36 15.73
50.37 26.60
50.38 20.34
50.39 27.65
50.40 17.25
50.41 22.87
50.45 24.75
50.46 22.37
50.48 30.01
50.49 22.09
50.50 26.16
50.51 28.14
50.52 29.77
50.53 22.68
50.54 55.78
50.55 27.38
50.56 89.92
50.57 25.22
50.58 39.78
50.59 13.64
50.60 16.56
50.61 27.07
50.62 42.81
50.63 27.93
50.65 32.23
50.66 27.42
50.67 24.13
50.68 28.07
50.72 28.77
50.73 27.50
50.74 27.87
50.75 13.04
50.76 30.22
50.78 25.58
50.79 12.77
50.80 12.14
50.81 25.92
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50.86 34.32
50.87 22.99
50.88 26.97
50.89 21.07
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50.91 26.65
50.92 23.25
50.93 19.82
50.94 25.86
50.95 32.75
50.96 29.07
50.97 24.61
50.98 28.08
50.99 25.64
51.01 20.23
51.02 26.15
51.03 22.17
51.05 27.70
51.06 16.65
51.07 38.48
51.09 19.05
51.10 28.47
51.12 19.66
51.14 21.48
51.15 24.76
51.18 19.75
51.19 21.21
51.22 20.99
51.23 23.78
51.27 35.87
51.30 27.05
51.31 35.15
51.32 16.21
51.33 20.04
51.35 34.82
51.36 16.24
51.37 26.37
51.39 12.73
51.40 24.62
51.42 23.12
51.43 22.74
51.45 24.41
51.46 19.87
51.47 33.41
51.48 16.33
51.49 13.50
51.53 26.74
51.54 24.34
51.56 23.46
51.57 21.39
51.58 16.17
51.59 27.55
51.60 57.30
51.61 29.88
51.62 30.81
51.65 21.52
51.67 28.83
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51.69 24.61
51.71 24.24
51.75 20.15
51.78 20.80
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51.83 20.28
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51.90 15.62
51.91 25.49
51.92 45.62
51.94 22.31
51.95 2.65
51.96 22.49
51.97 20.86
51.98 24.69
52.00 22.14
52.01 25.45
52.03 28.88
52.05 22.30
52.06 24.23
52.07 27.55
52.08 37.96
52.09 23.64
52.11 36.70
52.12 33.30
52.13 26.61
52.14 18.64
52.15 18.68
52.16 15.84
52.17 18.77
52.18 20.11
52.19 33.21
52.22 23.43
52.24 24.46
52.25 23.08
52.26 34.67
52.28 15.63
52.29 23.36
52.30 15.64
52.31 40.56
52.32 19.60
52.33 27.71
52.34 18.48
52.36 15.29
52.37 41.73
52.38 22.60
52.39 27.99
52.41 18.05
52.42 24.24
52.43 19.72
52.44 21.27
52.45 16.12
52.46 40.78
52.47 30.89
52.48 16.45
52.50 21.70
52.51 23.43
52.52 30.65
52.54 25.51
52.55 37.16
52.56 13.07
52.58 30.31
52.60 15.17
52.61 22.02
52.63 36.65
52.64 27.87
52.66 24.01
52.67 22.48
52.68 14.38
52.69 23.73
52.70 21.99
52.71 29.65
52.72 28.65
52.74 19.57
52.75 41.23
52.76 19.68
52.77 13.63
52.78 18.34
52.79 18.20
52.80 34.79
52.83 24.63
52.84 27.66
52.86 14.71
52.87 22.26
52.91 18.47
52.92 18.62
52.95 42.85
52.96 18.42
52.97 18.44
52.98 22.61
52.99 27.62
53.00 34.11
53.02 27.18
53.03 31.45
53.05 19.36
53.06 21.11
53.08 23.56
53.09 25.61
53.10 13.97
53.11 21.69
53.12 16.33
53.13 27.43
53.14 12.96
53.15 29.34
53.17 29.93
53.18 27.30
53.19 23.77
53.22 31.66
53.23 24.04
53.24 41.08
53.25 21.96
53.26 18.51
53.27 16.75
53.28 33.70
53.29 20.39
53.31 24.52
53.32 27.61
53.33 14.11
53.35 17.19
53.37 23.16
53.38 35.06
53.39 15.77
53.42 32.13
53.43 24.77
53.45 22.51
53.46 22.69
53.47 26.21
53.48 37.66
53.49 28.56
53.51 33.67
53.52 14.67
53.53 24.23
53.54 26.20
53.56 16.87
53.57 29.76
53.58 21.64
53.59 43.80
53.60 25.43
53.61 28.01
53.62 20.24
53.63 22.04
53.64 28.84
53.65 25.06
53.66 14.16
53.67 36.63
53.68 31.28
53.69 23.37
53.70 21.28
53.71 27.78
53.74 21.15
53.76 32.47
53.78 19.32
53.79 19.21
53.80 36.44
53.81 16.92
53.83 24.90
53.85 22.81
53.86 44.64
53.89 26.15
53.90 26.09
53.91 29.62
53.92 21.84
53.93 34.14
53.96 17.79
53.97 24.91
54.00 61.75
54.02 27.37
54.03 26.85
54.04 27.70
54.05 47.42
54.06 28.70
54.07 11.84
54.08 22.66
54.09 29.53
54.11 20.75
54.12 36.27
54.13 26.71
54.14 15.53
54.16 24.23
54.18 23.45
54.19 22.95
54.22 33.97
54.23 24.03
54.24 30.58
54.27 24.23
54.28 28.54
54.29 23.74
54.30 32.81
54.31 27.62
54.32 35.91
54.33 30.80
54.34 44.47
54.35 22.06
54.36 36.68
54.37 23.50
54.39 23.69
54.40 34.65
54.42 25.05
54.43 13.33
54.44 17.01
54.45 20.41
54.46 28.52
54.48 21.08
54.49 21.62
54.50 20.18
54.51 26.98
54.52 20.15
54.55 23.18
54.56 26.48
54.59 24.22
54.60 43.41
54.61 24.48
54.63 24.99
54.65 22.01
54.67 20.05
54.69 21.42
54.70 23.49
54.71 18.51
54.72 29.77
54.73 14.69
54.74 28.45
54.75 40.07
54.77 30.19
54.79 15.64
54.80 28.64
54.81 18.64
54.82 27.21
54.83 16.78
54.84 23.38
54.85 38.33
54.86 24.80
54.88 39.45
54.89 30.28
54.90 23.76
54.92 39.28
54.95 26.28
54.96 26.81
54.97 16.85
54.98 22.09
55.00 28.63
55.01 44.69
55.02 45.86
55.03 21.50
55.04 19.08
55.05 29.80
55.06 13.53
55.07 19.77
55.08 31.86
55.09 29.88
55.10 16.87
55.11 27.11
55.13 23.81
55.14 45.13
55.15 24.71
55.16 23.11
55.17 18.52
55.18 28.82
55.19 64.33
55.23 41.38
55.25 22.99
55.26 28.03
55.27 22.57
55.29 35.11
55.30 28.58
55.31 22.83
55.32 29.20
55.33 34.35
55.34 23.50
55.35 33.89
55.36 21.00
55.37 21.59
55.39 23.44
55.40 18.78
55.41 27.17
55.42 20.31
55.43 35.23
55.44 40.62
55.45 19.48
55.46 22.06
55.47 29.35
55.48 23.59
55.51 33.95
55.55 18.71
55.56 27.49
55.58 38.79
55.59 23.71
55.60 11.87
55.61 26.61
55.62 28.28
55.63 16.71
55.65 23.34
55.66 25.36
55.67 23.61
55.69 30.74
55.70 22.59
55.71 13.78
55.72 28.95
55.73 26.14
55.74 27.53
55.75 29.50
55.76 31.02
55.80 29.17
55.81 20.74
55.82 20.86
55.83 26.49
55.86 36.80
55.87 26.75
55.88 33.68
55.89 42.40
55.94 22.31
55.95 25.28
55.96 31.25
55.98 23.63
55.99 14.98
56.00 30.62
56.01 34.50
56.02 23.69
56.03 29.30
56.04 20.17
56.07 32.20
56.08 22.01
56.09 28.06
56.10 15.87
56.12 23.09
56.13 40.96
56.14 22.05
56.15 28.12
56.16 17.17
56.17 17.37
56.18 31.04
56.19 31.48
56.20 21.95
56.21 26.73
56.23 33.74
56.24 40.78
56.25 18.61
56.26 33.31
56.28 26.36
56.29 51.63
56.30 29.76
56.31 14.87
56.32 15.38
56.33 16.15
56.34 44.04
56.35 21.07
56.36 28.54
56.37 25.83
56.38 87.99
56.39 30.10
56.40 34.54
56.41 50.47
56.42 25.54
56.44 22.24
56.45 26.11
56.46 24.29
56.47 18.29
56.49 34.59
56.51 34.57
56.52 21.77
56.53 17.57
56.54 44.09
56.55 27.70
56.57 48.55
56.59 27.59
56.60 22.69
56.61 23.37
56.62 22.28
56.64 35.79
56.65 47.34
56.66 28.44
56.67 35.17
56.69 21.86
56.70 29.04
56.71 33.86
56.75 25.81
56.76 12.73
56.77 26.12
56.78 19.12
56.79 22.15
56.80 19.38
56.81 31.54
56.82 14.45
56.84 24.61
56.85 27.64
56.86 36.66
56.88 26.58
56.89 28.12
56.90 29.60
56.91 27.06
56.92 29.36
56.94 22.29
56.96 25.02
56.97 32.62
56.98 37.45
56.99 28.67
57.00 29.78
57.01 27.79
57.02 29.94
57.03 19.08
57.05 21.35
57.08 21.74
57.09 17.48
57.10 14.92
57.11 28.20
57.12 19.68
57.13 66.54
57.14 30.31
57.16 33.03
57.17 28.85
57.18 25.86
57.20 15.29
57.21 27.75
57.22 30.71
57.25 18.36
57.26 26.45
57.27 31.32
57.28 20.53
57.31 30.59
57.32 33.66
57.33 31.22
57.35 30.18
57.36 23.53
57.37 24.72
57.38 21.73
57.39 37.67
57.40 16.93
57.41 32.01
57.42 29.30
57.44 33.02
57.46 22.17
57.47 19.31
57.48 24.11
57.49 29.65
57.50 29.63
57.51 16.00
57.52 21.53
57.53 18.07
57.56 14.83
57.58 23.72
57.59 16.55
57.62 32.97
57.64 43.69
57.66 17.15
57.67 27.98
57.68 21.01
57.69 26.86
57.70 25.21
57.71 18.72
57.72 34.14
57.77 33.55
57.78 25.58
57.79 33.39
57.80 26.55
57.81 25.97
57.82 33.72
57.83 42.99
57.84 28.75
57.85 18.60
57.87 45.82
57.88 33.09
57.89 24.94
57.90 26.20
57.91 22.98
57.92 20.62
57.94 29.28
57.96 31.68
57.98 27.89
57.99 27.70
58.00 32.30
58.03 33.26
58.04 53.59
58.07 25.09
58.09 36.68
58.10 36.34
58.14 38.70
58.16 20.14
58.17 36.23
58.18 33.11
58.20 16.51
58.22 28.33
58.23 44.58
58.26 26.89
58.27 16.77
58.28 48.78
58.29 34.55
58.32 42.99
58.33 24.75
58.34 30.27
58.36 37.39
58.37 28.20
58.38 29.57
58.40 31.04
58.42 32.01
58.49 25.19
58.50 34.26
58.52 34.79
58.53 25.50
58.54 13.45
58.55 20.45
58.56 46.63
58.59 22.57
58.60 29.50
58.64 36.26
58.65 61.42
58.67 30.49
58.70 21.86
58.71 27.41
58.72 24.81
58.75 6.82
58.76 29.26
58.77 30.21
58.80 28.93
58.81 36.23
58.82 34.47
58.85 21.21
58.87 15.97
58.88 24.57
58.90 15.37
58.91 21.44
58.94 22.45
58.96 31.75
58.97 14.62
59.01 29.78
59.02 28.45
59.03 39.98
59.04 29.04
59.05 24.12
59.08 30.68
59.11 18.29
59.12 35.53
59.13 19.31
59.15 31.88
59.16 22.58
59.18 24.46
59.19 34.95
59.21 26.83
59.22 24.16
59.23 16.10
59.24 28.75
59.28 28.47
59.29 30.25
59.31 24.21
59.32 30.63
59.34 25.96
59.35 37.76
59.38 35.81
59.41 33.15
59.42 32.52
59.43 31.96
59.45 28.72
59.46 34.69
59.47 32.20
59.48 32.73
59.49 31.09
59.51 31.41
59.53 25.12
59.54 24.09
59.56 40.27
59.59 26.89
59.60 28.12
59.61 30.90
59.62 24.68
59.65 29.38
59.66 33.39
59.67 32.48
59.70 52.40
59.71 27.21
59.72 33.54
59.73 28.14
59.76 56.49
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59.78 30.60
59.79 34.29
59.80 25.96
59.81 24.25
59.82 35.80
59.83 24.07
59.84 29.47
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59.86 19.49
59.87 26.86
59.90 28.98
59.92 34.11
59.93 22.96
59.94 27.94
59.96 19.14
59.97 27.10
59.98 34.60
59.99 25.10
60.00 28.51
60.01 22.41
60.02 11.79
60.03 32.23
60.05 35.73
60.06 32.24
60.07 22.84
60.08 25.67
60.09 21.54
60.10 35.57
60.12 24.95
60.13 33.77
60.15 47.66
60.16 27.45
60.17 36.65
60.19 18.92
60.20 30.67
60.21 27.89
60.23 44.99
60.24 47.61
60.25 22.40
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60.28 18.74
60.29 18.09
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60.50 18.29
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60.90 13.29
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60.92 34.89
60.94 36.52
60.95 63.30
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60.99 25.07
61.00 25.00
61.02 19.58
61.03 32.06
61.06 28.51
61.07 26.23
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61.09 34.01
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61.13 20.85
61.14 24.81
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61.17 23.32
61.18 74.32
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61.20 41.26
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61.51 32.30
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61.60 31.73
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61.64 47.22
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61.66 19.95
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61.70 25.62
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61.75 32.51
61.77 26.04
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61.83 35.92
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61.90 32.38
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61.94 20.75
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61.97 27.89
61.98 38.95
62.01 32.03
62.02 32.59
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62.07 26.77
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62.09 41.43
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62.11 19.77
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62.15 32.02
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62.18 19.96
62.19 27.74
62.21 33.43
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62.23 58.11
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62.28 22.09
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62.32 25.24
62.33 25.80
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62.35 26.47
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62.41 41.04
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62.51 41.38
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62.94 22.24
62.95 22.52
62.96 8.74
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62.98 41.09
63.04 27.82
63.05 26.09
63.06 36.56
63.07 24.04
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63.09 44.81
63.10 35.44
63.12 34.21
63.13 39.14
63.15 37.68
63.16 34.48
63.17 34.82
63.19 44.32
63.21 25.91
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63.23 25.88
63.24 26.76
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63.28 21.93
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63.33 21.45
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63.36 32.07
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63.82 25.43
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63.88 35.52
63.90 25.66
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63.94 14.81
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63.96 23.50
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63.98 11.27
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64.00 17.90
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64.05 24.23
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64.09 30.76
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64.11 50.53
64.12 22.13
64.14 25.60
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64.19 28.95
64.20 45.57
64.24 60.38
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64.27 31.28
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64.42 20.98
64.43 42.91
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64.95 40.19
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65.00 15.46
65.02 32.48
65.04 52.52
65.07 23.90
65.08 10.26
65.09 30.93
65.11 15.44
65.12 21.27
65.13 11.46
65.15 32.62
65.16 22.18
65.18 40.26
65.19 29.05
65.23 33.45
65.24 18.50
65.25 26.34
65.26 29.19
65.28 31.27
65.29 25.99
65.30 35.57
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65.33 32.08
65.34 42.91
65.35 37.92
65.37 25.25
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65.47 15.46
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65.57 14.71
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65.70 28.23
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65.74 60.21
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65.82 25.68
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65.90 34.04
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65.97 32.74
66.00 15.00
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66.04 25.61
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66.07 29.40
66.08 38.89
66.09 22.31
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66.12 27.84
66.13 30.87
66.16 55.44
66.18 27.34
66.20 12.02
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66.23 28.24
66.24 24.10
66.25 38.41
66.26 30.97
66.27 42.27
66.28 30.70
66.29 19.87
66.30 19.97
66.31 25.18
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66.35 25.77
66.36 29.49
66.38 25.15
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66.50 26.83
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66.90 42.54
66.91 19.65
66.92 42.07
66.95 28.85
66.96 43.03
66.97 38.89
66.98 26.81
67.01 51.09
67.02 29.38
67.03 22.57
67.04 77.25
67.05 38.12
67.06 40.34
67.08 32.75
67.10 35.15
67.11 37.70
67.13 25.29
67.14 39.99
67.15 25.53
67.16 37.64
67.19 35.89
67.20 26.81
67.21 26.16
67.22 26.88
67.23 28.20
67.24 32.60
67.25 22.78
67.26 24.40
67.28 23.19
67.29 32.07
67.30 30.26
67.31 22.09
67.32 47.04
67.35 27.53
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67.39 20.96
67.40 37.93
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67.52 33.24
67.54 52.28
67.56 25.91
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67.58 32.50
67.59 40.38
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67.63 21.83
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67.66 25.48
67.70 32.87
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67.73 32.06
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67.82 27.28
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67.91 30.27
67.92 35.89
67.93 23.65
67.95 38.85
67.96 23.97
67.98 27.75
68.00 18.69
68.03 32.03
68.04 40.61
68.06 23.62
68.07 30.54
68.08 122.41
68.09 16.44
68.11 42.05
68.12 20.88
68.13 36.68
68.15 22.11
68.18 27.86
68.19 49.07
68.20 30.46
68.21 33.63
68.22 56.70
68.24 31.92
68.25 28.25
68.27 25.92
68.29 27.71
68.30 22.91
68.31 24.03
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68.34 40.16
68.35 36.37
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68.40 45.34
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68.42 23.48
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68.47 32.45
68.49 29.50
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68.52 30.65
68.55 34.05
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68.58 43.35
68.59 25.06
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68.62 44.80
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68.76 20.63
68.78 32.16
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68.87 34.89
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68.89 31.13
68.90 23.75
68.91 27.73
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68.96 30.30
68.97 29.20
68.99 31.86
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69.03 37.78
69.04 15.31
69.05 26.73
69.06 30.53
69.07 25.64
69.10 41.74
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69.20 29.67
69.22 23.05
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69.24 16.58
69.25 46.96
69.26 34.39
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69.28 26.11
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69.33 21.50
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69.39 31.93
69.40 38.22
69.41 52.95
69.42 39.66
69.43 26.99
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69.49 22.90
69.50 20.67
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69.54 15.00
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69.56 65.06
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69.92 50.37
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70.15 33.53
70.21 21.37
70.22 21.05
70.25 32.73
70.27 27.29
70.28 107.90
70.29 24.05
70.30 27.44
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70.33 14.53
70.34 30.19
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70.56 58.42
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71.07 41.97
71.08 41.03
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71.11 29.45
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71.14 27.67
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71.21 17.77
71.23 31.28
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71.27 28.39
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71.44 22.51
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71.56 25.21
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71.60 28.54
71.62 31.20
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71.66 34.32
71.67 38.17
71.69 29.63
71.72 33.73
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71.74 31.32
71.75 34.85
71.77 18.15
71.78 34.90
71.80 33.41
71.81 8.58
71.82 25.06
71.83 30.65
71.85 26.68
71.86 29.09
71.87 32.17
71.88 45.65
71.90 31.05
71.91 43.59
71.92 43.56
71.93 30.78
71.94 34.15
71.95 39.97
71.96 38.53
71.97 29.10
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72.01 24.00
72.02 26.76
72.03 34.41
72.04 30.03
72.05 42.97
72.06 39.80
72.07 26.87
72.09 29.39
72.10 32.94
72.11 45.86
72.12 16.43
72.14 32.24
72.15 35.72
72.16 37.30
72.17 32.14
72.18 42.09
72.21 30.25
72.22 39.29
72.23 40.97
72.24 27.78
72.25 42.45
72.26 33.00
72.27 16.60
72.28 30.18
72.29 36.27
72.30 37.39
72.31 19.64
72.32 28.32
72.34 34.35
72.35 35.19
72.36 19.85
72.37 34.15
72.38 35.57
72.39 30.34
72.41 25.18
72.43 37.73
72.44 36.15
72.46 32.91
72.48 31.54
72.49 52.77
72.50 36.69
72.51 31.95
72.52 38.00
72.54 33.37
72.55 24.23
72.58 47.54
72.59 31.14
72.61 44.39
72.62 14.19
72.63 31.53
72.64 32.44
72.66 35.44
72.67 44.60
72.70 31.41
72.71 44.26
72.72 28.37
72.73 42.49
72.74 45.98
72.77 24.70
72.78 44.59
72.79 37.74
72.81 31.01
72.82 39.40
72.83 29.22
72.84 54.13
72.85 32.30
72.86 38.95
72.87 27.53
72.89 20.71
72.92 41.33
72.94 36.84
72.96 22.01
72.97 40.41
72.98 26.93
73.02 24.48
73.04 42.99
73.05 46.20
73.06 33.77
73.07 52.45
73.10 36.56
73.12 31.42
73.13 36.47
73.18 37.95
73.19 34.12
73.21 35.76
73.22 33.22
73.27 45.14
73.28 28.10
73.30 32.55
73.31 24.47
73.32 34.14
73.34 27.12
73.35 25.91
73.37 37.26
73.38 19.40
73.40 39.14
73.42 36.62
73.43 50.19
73.44 45.16
73.45 24.18
73.46 31.96
73.47 25.22
73.49 37.96
73.50 37.54
73.51 58.38
73.52 31.45
73.53 27.36
73.54 45.98
73.55 32.04
73.58 41.79
73.60 47.48
73.65 28.56
73.67 16.41
73.69 39.76
73.72 44.74
73.73 29.67
73.74 35.31
73.77 35.42
73.78 36.80
73.79 39.43
73.80 46.23
73.82 27.09
73.83 63.10
73.85 32.21
73.86 35.49
73.87 41.07
73.89 34.85
73.90 54.37
73.92 120.56
73.93 30.04
73.95 54.66
73.97 44.57
73.99 26.91
74.00 35.92
74.06 30.40
74.07 23.19
74.09 33.95
74.11 79.80
74.12 32.78
74.13 58.43
74.14 45.39
74.15 34.23
74.16 37.98
74.17 34.55
74.18 30.92
74.19 27.05
74.20 25.66
74.22 51.29
74.23 29.37
74.24 17.19
74.26 32.31
74.27 25.83
74.28 31.01
74.29 37.58
74.30 68.74
74.34 42.00
74.35 30.45
74.36 35.01
74.38 26.93
74.39 71.06
74.40 29.12
74.44 32.14
74.45 30.66
74.46 40.68
74.47 27.41
74.48 32.57
74.50 33.86
74.51 49.47
74.52 19.27
74.54 38.06
74.55 42.98
74.56 36.32
74.57 36.48
74.58 23.02
74.59 42.52
74.60 23.72
74.62 45.36
74.63 31.23
74.65 29.90
74.67 48.83
74.68 39.61
74.69 39.63
74.70 31.08
74.71 29.54
74.72 17.24
74.73 18.81
74.74 37.37
74.76 22.82
74.79 31.82
74.80 28.49
74.82 34.52
74.84 42.75
74.85 21.30
74.88 39.08
74.89 34.42
74.91 31.79
74.94 32.11
74.96 31.09
74.97 21.66
74.98 34.47
74.99 30.18
75.00 34.53
75.02 23.95
75.04 30.84
75.08 30.45
75.09 32.84
75.10 27.60
75.11 22.43
75.12 40.52
75.16 47.78
75.19 42.84
75.20 30.48
75.21 32.91
75.22 33.00
75.23 30.20
75.24 30.37
75.25 32.21
75.26 40.96
75.27 34.80
75.30 31.70
75.31 28.81
75.32 29.82
75.33 22.06
75.34 39.50
75.36 28.03
75.37 20.96
75.38 52.95
75.39 38.19
75.40 53.32
75.41 42.07
75.42 47.97
75.43 36.20
75.46 41.91
75.47 41.44
75.48 20.67
75.50 40.47
75.54 29.31
75.55 52.07
75.56 43.52
75.57 39.22
75.58 34.80
75.59 37.00
75.60 25.18
75.61 45.51
75.63 50.46
75.64 27.04
75.69 28.89
75.72 24.42
75.73 32.55
75.74 47.75
75.75 38.44
75.76 18.18
75.77 35.70
75.78 34.53
75.79 29.35
75.80 41.44
75.81 49.65
75.82 32.77
75.83 41.52
75.84 36.17
75.86 18.69
75.88 33.42
75.89 38.25
75.93 38.99
75.94 20.98
75.95 56.44
75.96 37.35
75.97 40.48
75.98 7.74
75.99 35.43
76.00 29.66
76.01 26.87
76.02 41.13
76.03 25.77
76.04 36.70
76.05 48.35
76.06 29.44
76.08 18.52
76.09 44.55
76.10 39.31
76.12 34.07
76.14 39.09
76.15 37.21
76.16 27.02
76.17 51.40
76.18 38.50
76.19 23.32
76.20 28.27
76.21 37.95
76.23 55.00
76.25 30.59
76.26 31.20
76.27 37.67
76.28 18.30
76.29 30.34
76.30 38.61
76.32 25.77
76.33 37.21
76.34 40.92
76.36 38.66
76.37 48.67
76.39 46.74
76.40 36.68
76.41 48.46
76.43 33.75
76.45 46.14
76.47 21.71
76.48 35.66
76.49 41.64
76.50 59.36
76.51 31.85
76.53 25.22
76.54 37.55
76.55 35.52
76.56 32.50
76.58 42.12
76.59 51.30
76.60 27.72
76.61 29.74
76.66 25.43
76.67 31.44
76.68 34.77
76.69 43.86
76.70 26.88
76.71 29.44
76.72 21.09
76.73 41.47
76.75 10.63
76.76 43.15
76.77 53.40
76.78 30.22
76.80 36.87
76.81 55.93
76.88 22.47
76.89 42.45
76.90 34.47
76.91 36.93
76.92 36.52
76.93 33.35
76.94 38.80
76.95 30.42
76.97 33.44
76.99 33.67
77.01 34.82
77.04 25.32
77.05 21.98
77.06 33.85
77.07 36.66
77.09 39.11
77.10 27.04
77.11 46.57
77.12 14.14
77.13 35.84
77.14 37.08
77.15 28.12
77.19 26.27
77.21 35.36
77.22 27.28
77.23 34.41
77.24 30.86
77.25 29.10
77.26 38.77
77.28 33.42
77.29 39.96
77.30 28.15
77.31 38.53
77.32 18.93
77.33 42.07
77.35 41.77
77.36 35.18
77.37 23.59
77.40 32.11
77.41 28.22
77.43 41.36
77.45 29.70
77.47 14.42
77.48 39.06
77.49 47.81
77.50 34.27
77.51 26.60
77.52 37.55
77.55 31.22
77.56 30.98
77.59 53.01
77.60 20.52
77.62 37.28
77.63 40.38
77.64 32.21
77.65 33.25
77.66 33.37
77.68 25.67
77.69 26.36
77.70 37.92
77.71 44.52
77.72 31.32
77.75 23.93
77.76 38.37
77.84 33.72
77.85 29.92
77.88 33.86
77.90 32.18
77.91 43.18
77.92 32.51
77.93 39.11
77.95 43.92
77.96 22.62
77.97 42.26
77.98 29.84
78.00 34.24
78.04 59.88
78.05 33.69
78.07 32.12
78.08 43.95
78.11 26.28
78.15 23.15
78.16 25.51
78.18 43.66
78.19 30.88
78.20 36.68
78.22 21.89
78.23 18.05
78.26 32.17
78.32 30.57
78.33 44.20
78.34 31.45
78.35 18.21
78.36 20.68
78.38 33.60
78.40 38.04
78.41 30.21
78.42 37.76
78.44 28.37
78.45 46.39
78.46 19.02
78.48 35.45
78.49 44.17
78.51 30.17
78.52 50.19
78.53 41.65
78.55 33.01
78.56 35.17
78.57 52.75
78.58 32.66
78.59 23.62
78.60 26.38
78.62 29.21
78.63 35.12
78.64 50.43
78.65 43.34
78.66 31.08
78.67 43.71
78.68 29.73
78.71 40.41
78.74 62.33
78.75 38.12
78.76 33.46
78.77 39.30
78.79 48.73
78.80 32.33
78.81 29.58
78.82 41.75
78.83 22.55
78.85 36.97
78.87 34.04
78.88 27.57
78.89 37.85
78.90 37.91
78.91 42.44
78.95 38.21
78.96 42.41
78.98 36.37
78.99 42.57
79.00 42.02
79.01 19.94
79.02 23.81
79.03 35.90
79.04 37.20
79.05 26.35
79.06 48.82
79.07 36.17
79.08 31.00
79.10 51.57
79.11 43.23
79.13 50.63
79.14 51.82
79.16 19.81
79.17 31.45
79.18 54.17
79.20 40.07
79.21 41.17
79.22 31.51
79.23 40.82
79.24 43.24
79.27 20.91
79.28 33.48
79.29 52.56
79.30 43.36
79.31 44.95
79.32 40.07
79.33 33.34
79.34 38.02
79.35 37.61
79.36 46.64
79.37 35.60
79.38 26.75
79.42 24.50
79.43 44.71
79.44 34.86
79.46 30.34
79.47 56.86
79.48 48.50
79.50 29.49
79.51 33.78
79.52 47.62
79.53 21.22
79.55 34.40
79.56 27.27
79.58 27.23
79.61 29.71
79.62 40.39
79.64 41.03
79.65 45.29
79.66 72.57
79.67 38.07
79.68 55.90
79.69 30.46
79.71 27.98
79.72 59.28
79.74 16.84
79.75 41.43
79.77 47.51
79.78 34.96
79.79 37.61
79.80 22.42
79.81 45.16
79.82 45.19
79.84 30.79
79.85 50.86
79.86 30.99
79.87 31.08
79.88 59.27
79.90 31.40
79.91 32.73
79.92 43.16
79.93 41.01
79.94 50.38
79.95 35.07
79.96 52.33
79.97 24.23
79.98 30.15
79.99 36.42
80.00 33.35
80.01 39.56
80.02 59.05
80.05 24.57
80.06 37.01
80.09 44.93
80.10 23.62
80.11 37.12
80.12 31.15
80.13 34.70
80.14 35.99
80.15 49.64
80.16 48.83
80.19 30.90
80.20 46.24
80.21 56.53
80.22 37.34
80.23 22.12
80.24 47.89
80.25 37.11
80.26 17.74
80.27 77.71
80.28 42.80
80.29 22.12
80.31 27.77
80.33 37.26
80.34 43.01
80.35 29.78
80.36 41.75
80.37 37.80
80.39 55.43
80.40 40.90
80.41 21.53
80.43 49.97
80.46 39.79
80.47 41.05
80.48 41.97
80.49 26.54
80.51 22.41
80.52 53.19
80.54 29.40
80.55 18.59
80.56 47.66
80.57 30.97
80.58 21.83
80.59 31.70
80.60 37.28
80.61 28.61
80.62 40.69
80.64 40.82
80.65 37.48
80.67 34.72
80.70 39.88
80.72 33.03
80.75 33.79
80.76 46.17
80.79 31.12
80.80 39.21
80.81 41.22
80.82 42.94
80.84 29.53
80.85 30.57
80.86 47.94
80.87 38.53
80.88 27.11
80.89 36.51
80.93 24.45
80.97 35.54
80.98 64.79
81.00 24.80
81.02 39.78
81.05 27.20
81.06 47.62
81.09 28.95
81.11 15.91
81.13 39.62
81.14 38.59
81.15 44.14
81.16 40.24
81.17 55.29
81.18 27.93
81.19 26.24
81.20 33.21
81.22 30.17
81.23 33.89
81.25 33.75
81.26 30.39
81.28 20.92
81.30 50.45
81.31 41.20
81.33 29.62
81.34 38.66
81.35 34.88
81.36 46.85
81.41 43.72
81.42 35.50
81.43 25.11
81.44 35.13
81.46 50.52
81.47 37.87
81.48 56.27
81.49 61.58
81.50 28.60
81.51 53.90
81.52 36.61
81.53 32.38
81.54 33.05
81.56 31.20
81.58 21.97
81.59 25.36
81.60 35.82
81.61 26.89
81.62 37.18
81.64 36.39
81.65 30.24
81.67 45.32
81.68 33.12
81.69 25.47
81.72 15.21
81.73 31.67
81.76 25.58
81.77 44.18
81.81 40.78
81.82 39.03
81.84 32.03
81.86 17.81
81.87 27.65
81.88 22.64
81.89 47.35
81.90 49.84
81.91 33.28
81.94 30.49
81.96 23.40
81.97 40.65
81.98 27.23
81.99 51.65
82.00 37.53
82.01 23.38
82.02 37.09
82.03 33.96
82.04 26.41
82.05 50.76
82.06 32.22
82.08 32.03
82.09 53.89
82.11 37.09
82.12 38.91
82.13 41.56
82.16 50.35
82.17 49.41
82.20 28.16
82.21 28.90
82.22 51.71
82.24 33.92
82.25 43.05
82.26 37.62
82.27 18.75
82.28 56.10
82.29 15.98
82.30 31.62
82.31 37.40
82.32 33.60
82.33 20.51
82.36 29.94
82.39 23.86
82.40 28.76
82.42 34.94
82.44 20.65
82.45 40.04
82.48 47.54
82.49 19.25
82.50 44.92
82.51 42.17
82.52 39.25
82.53 49.75
82.55 44.00
82.57 60.23
82.58 54.22
82.59 41.71
82.62 40.66
82.63 37.73
82.64 42.09
82.66 33.97
82.67 33.04
82.69 21.96
82.70 59.73
82.71 45.67
82.73 45.46
82.74 38.84
82.75 39.75
82.77 40.28
82.81 35.14
82.82 44.85
82.83 29.96
82.85 17.95
82.86 35.85
82.88 21.81
82.89 50.85
82.90 45.15
82.94 38.50
82.95 40.74
82.96 36.48
82.99 48.28
83.01 32.54
83.02 31.40
83.03 38.43
83.04 25.77
83.05 47.08
83.06 35.88
83.07 30.04
83.08 43.18
83.09 52.17
83.11 29.79
83.12 34.65
83.14 39.34
83.16 33.08
83.19 32.23
83.21 25.36
83.22 41.59
83.23 50.27
83.26 34.98
83.27 29.55
83.28 44.64
83.29 32.10
83.30 54.55
83.33 35.61
83.34 53.78
83.35 21.74
83.38 34.88
83.39 34.39
83.40 38.41
83.42 37.37
83.43 25.89
83.45 41.20
83.46 38.57
83.47 26.75
83.50 48.09
83.52 30.58
83.53 56.90
83.54 35.84
83.56 40.80
83.57 44.44
83.58 28.13
83.59 41.37
83.60 33.05
83.61 41.79
83.63 43.49
83.64 36.19
83.65 47.96
83.66 35.06
83.67 39.03
83.68 31.61
83.69 28.54
83.72 31.25
83.82 40.98
83.85 46.84
83.88 39.41
83.91 85.66
83.98 34.39
83.99 40.69
84.00 50.70
84.01 36.49
84.02 49.67
84.04 48.28
84.06 20.64
84.07 47.29
84.08 38.55
84.09 54.62
84.11 53.51
84.12 37.11
84.13 35.61
84.15 39.16
84.17 44.65
84.18 58.54
84.19 59.23
84.20 48.10
84.21 22.60
84.22 44.00
84.24 31.28
84.25 44.09
84.26 53.55
84.28 30.31
84.29 47.89
84.31 35.33
84.32 58.57
84.35 37.69
84.37 25.78
84.40 22.94
84.41 45.48
84.42 40.94
84.44 21.08
84.46 47.16
84.47 48.45
84.48 49.54
84.49 28.42
84.50 33.21
84.51 38.64
84.53 30.39
84.54 36.15
84.55 37.91
84.57 34.85
84.58 47.11
84.60 35.33
84.62 51.22
84.63 39.27
84.64 33.92
84.65 43.12
84.66 38.88
84.67 48.07
84.68 41.97
84.69 63.48
84.72 36.13
84.73 34.16
84.74 42.81
84.76 34.20
84.77 51.13
84.78 34.26
84.80 28.10
84.81 60.08
84.83 38.27
84.84 35.27
84.85 43.60
84.86 40.12
84.87 37.94
84.89 30.34
84.93 43.44
84.95 50.84
84.96 36.58
84.97 26.02
84.98 37.86
84.99 41.27
85.01 38.86
85.04 45.13
85.09 27.23
85.11 32.74
85.13 39.10
85.15 33.04
85.16 27.66
85.17 52.04
85.18 13.51
85.20 46.48
85.23 43.61
85.24 39.74
85.25 50.06
85.26 37.85
85.28 34.00
85.30 52.60
85.31 65.01
85.33 55.76
85.35 35.04
85.38 28.09
85.39 38.10
85.40 42.54
85.41 31.84
85.43 33.93
85.45 44.86
85.46 23.39
85.47 45.82
85.48 43.95
85.49 53.11
85.50 46.28
85.51 52.06
85.55 36.36
85.57 37.55
85.58 18.36
85.59 36.56
85.60 35.94
85.61 45.73
85.62 33.67
85.63 46.38
85.64 56.66
85.65 54.35
85.67 32.21
85.68 37.67
85.69 30.12
85.70 52.10
85.74 46.37
85.76 32.19
85.77 45.40
85.78 47.80
85.80 38.91
85.81 44.50
85.82 17.93
85.83 33.09
85.85 32.84
85.86 42.24
85.88 38.12
85.89 36.61
85.90 51.81
85.93 40.57
85.94 51.09
85.96 28.27
86.01 29.81
86.02 39.89
86.03 28.19
86.06 24.79
86.08 32.59
86.09 38.88
86.11 51.45
86.12 31.39
86.13 49.62
86.17 43.43
86.18 59.13
86.19 35.14
86.20 38.71
86.21 28.18
86.22 43.05
86.24 45.41
86.25 29.81
86.26 34.95
86.28 30.18
86.29 26.67
86.30 62.21
86.31 30.52
86.33 29.03
86.35 35.93
86.36 35.38
86.39 46.95
86.42 47.88
86.43 57.80
86.44 47.27
86.46 37.34
86.52 50.81
86.53 61.94
86.54 42.06
86.58 36.95
86.59 35.83
86.61 42.40
86.63 48.00
86.64 51.88
86.65 34.75
86.66 36.84
86.68 32.79
86.72 45.90
86.73 42.21
86.74 38.91
86.75 39.62
86.76 39.61
86.77 34.20
86.80 40.44
86.81 27.89
86.82 41.51
86.84 41.74
86.86 42.58
86.87 48.86
86.88 55.81
86.91 38.84
86.92 38.82
86.93 50.23
86.95 41.46
86.96 44.29
86.97 36.35
86.99 25.62
87.00 34.45
87.02 38.34
87.03 42.08
87.04 43.16
87.05 41.27
87.08 44.27
87.09 33.56
87.11 36.05
87.12 83.59
87.14 24.10
87.15 75.52
87.16 43.45
87.18 46.07
87.19 35.48
87.20 48.07
87.22 40.20
87.23 24.18
87.24 39.25
87.25 50.45
87.26 46.35
87.27 35.72
87.29 26.84
87.30 50.19
87.31 51.38
87.32 29.54
87.34 33.26
87.38 31.87
87.39 25.20
87.40 35.83
87.41 30.12
87.45 37.92
87.46 43.95
87.48 49.04
87.50 40.35
87.51 39.11
87.52 40.10
87.53 50.45
87.54 30.94
87.56 34.37
87.57 42.88
87.60 33.74
87.62 36.12
87.65 31.56
87.66 42.58
87.67 49.00
87.69 55.87
87.70 38.40
87.74 48.53
87.77 22.15
87.78 54.24
87.80 43.43
87.81 53.59
87.82 34.31
87.84 33.74
87.85 16.27
87.86 42.92
87.91 25.41
87.92 25.81
87.94 48.99
87.96 36.05
87.99 43.73
88.00 23.71
88.04 25.49
88.05 40.77
88.06 38.58
88.07 36.96
88.08 49.30
88.10 42.41
88.12 25.52
88.13 28.77
88.14 56.03
88.15 51.89
88.16 29.38
88.17 39.02
88.21 47.83
88.23 52.88
88.25 42.15
88.27 38.89
88.32 36.99
88.33 22.82
88.34 46.45
88.35 35.57
88.36 61.26
88.38 27.77
88.40 26.99
88.41 22.76
88.43 49.47
88.44 50.36
88.46 31.38
88.47 38.96
88.49 32.98
88.52 34.67
88.53 68.66
88.54 38.34
88.55 27.99
88.58 37.82
88.60 54.40
88.62 26.65
88.64 37.83
88.66 36.10
88.67 46.11
88.68 11.75
88.69 41.34
88.70 39.12
88.71 60.98
88.73 22.63
88.74 55.58
88.75 64.43
88.76 50.30
88.77 27.32
88.79 34.12
88.80 30.14
88.82 29.81
88.83 42.25
88.85 39.23
88.86 29.44
88.88 35.79
88.89 52.77
88.90 36.38
88.93 27.90
88.94 30.99
88.97 27.15
88.98 47.15
88.99 22.20
89.00 25.87
89.02 33.19
89.03 45.02
89.05 48.98
89.06 36.20
89.09 53.68
89.10 28.55
89.11 29.29
89.12 40.41
89.14 41.48
89.15 61.40
89.17 56.19
89.20 56.88
89.22 32.14
89.23 12.10
89.24 44.64
89.26 34.59
89.31 29.31
89.35 47.53
89.36 31.53
89.37 43.20
89.38 27.10
89.41 53.52
89.42 35.30
89.43 24.24
89.44 40.19
89.47 44.58
89.49 51.55
89.51 43.64
89.52 50.76
89.53 43.69
89.54 42.62
89.55 34.74
89.56 41.58
89.57 48.93
89.58 24.90
89.59 26.74
89.61 39.31
89.62 37.42
89.64 41.48
89.65 31.25
89.66 37.54
89.67 19.09
89.68 36.76
89.69 57.06
89.71 38.45
89.72 20.89
89.73 52.10
89.74 32.12
89.75 21.85
89.76 39.51
89.77 60.22
89.78 39.79
89.80 43.05
89.81 21.32
89.85 62.32
89.86 38.11
89.87 48.62
89.88 48.38
89.89 46.11
89.90 53.01
89.91 22.33
89.92 34.53
89.93 43.54
89.98 38.66
89.99 31.44
90.00 46.85
90.02 48.46
90.03 43.46
90.05 42.89
90.07 36.30
90.09 61.78
90.12 34.71
90.14 31.43
90.15 39.17
90.17 22.35
90.20 28.03
90.22 49.66
90.24 27.27
90.26 32.81
90.27 48.86
90.28 31.38
90.29 43.44
90.30 35.14
90.31 29.99
90.32 36.03
90.34 29.93
90.38 59.53
90.40 53.27
90.41 43.52
90.42 42.71
90.44 45.95
90.45 34.29
90.49 47.00
90.51 41.06
90.53 34.23
90.54 45.77
90.56 33.56
90.57 41.94
90.58 39.14
90.59 38.02
90.60 38.05
90.61 41.47
90.62 43.29
90.64 45.46
90.68 32.22
90.69 40.40
90.70 28.63
90.71 58.89
90.74 51.15
90.75 43.55
90.78 41.55
90.79 56.09
90.80 36.44
90.82 48.58
90.84 42.96
90.86 43.60
90.87 32.37
90.88 41.89
90.90 33.11
90.91 67.93
90.92 63.29
90.93 68.40
90.94 24.80
90.97 82.65
90.98 39.33
91.01 24.42
91.02 21.24
91.03 55.14
91.04 47.73
91.05 27.55
91.06 50.06
91.07 38.67
91.09 30.21
91.10 41.77
91.12 43.67
91.14 35.48
91.15 36.84
91.16 53.42
91.17 39.99
91.18 39.11
91.20 44.76
91.22 44.06
91.26 44.62
91.27 55.34
91.28 32.22
91.30 44.95
91.31 38.09
91.32 54.81
91.33 32.95
91.34 47.11
91.36 25.84
91.38 33.25
91.40 44.20
91.42 32.61
91.44 42.99
91.46 43.12
91.47 43.29
91.49 36.31
91.52 47.18
91.54 41.82
91.55 45.76
91.59 40.64
91.60 39.34
91.61 43.43
91.62 37.19
91.63 31.82
91.64 62.65
91.65 37.73
91.67 43.86
91.71 20.21
91.72 22.36
91.73 50.46
91.74 68.22
91.75 29.74
91.76 41.80
91.79 45.67
91.80 25.44
91.81 44.39
91.83 23.35
91.84 49.40
91.85 55.45
91.86 40.26
91.88 44.62
91.89 45.24
91.90 34.85
91.93 39.62
91.94 40.31
91.96 19.78
91.97 45.26
91.98 39.80
92.00 44.65
92.03 35.36
92.04 39.96
92.05 38.90
92.06 44.11
92.07 50.99
92.09 26.91
92.10 34.13
92.12 47.51
92.14 52.38
92.18 93.70
92.20 32.96
92.22 21.82
92.25 38.25
92.26 57.24
92.27 43.83
92.29 120.75
92.30 50.23
92.31 48.74
92.32 56.81
92.35 45.73
92.36 47.18
92.38 50.10
92.39 53.48
92.40 40.33
92.41 33.92
92.42 57.31
92.45 54.86
92.46 47.43
92.47 47.27
92.48 35.21
92.50 36.81
92.53 53.54
92.55 41.82
92.57 52.59
92.58 40.34
92.60 43.34
92.61 43.48
92.62 56.38
92.64 46.69
92.65 27.35
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92.68 56.39
92.70 39.89
92.71 56.45
92.72 37.32
92.73 38.82
92.74 42.81
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92.76 49.30
92.77 43.83
92.78 53.33
92.79 43.29
92.80 32.41
92.81 35.58
92.82 38.35
92.83 37.33
92.84 39.39
92.85 17.82
92.86 47.31
92.87 18.61
92.88 41.74
92.89 33.51
92.90 36.40
92.91 39.11
92.97 38.38
92.98 47.67
92.99 55.00
93.00 72.51
93.01 42.41
93.03 43.23
93.04 52.58
93.05 77.42
93.06 53.90
93.07 41.91
93.08 30.20
93.09 30.36
93.11 29.75
93.13 50.31
93.14 46.56
93.15 42.97
93.16 49.43
93.18 64.91
93.20 32.75
93.21 27.33
93.23 57.34
93.24 38.37
93.25 44.03
93.26 37.47
93.27 42.54
93.29 24.31
93.30 59.33
93.33 47.06
93.34 51.17
93.35 19.26
93.36 44.10
93.39 28.30
93.40 41.20
93.42 37.25
93.43 27.86
93.44 39.35
93.45 59.72
93.48 35.52
93.49 28.89
93.50 44.97
93.52 58.57
93.53 44.74
93.55 103.18
93.56 30.49
93.57 56.43
93.60 28.14
93.61 40.71
93.67 41.75
93.68 42.31
93.69 29.54
93.70 41.38
93.72 54.91
93.74 40.78
93.76 50.59
93.77 30.85
93.78 24.76
93.80 47.07
93.83 57.33
93.84 39.11
93.86 36.25
93.88 55.14
93.89 35.13
93.90 41.03
93.91 41.41
93.92 51.13
93.93 43.84
93.94 33.62
93.97 38.98
93.99 33.01
94.00 64.76
94.01 46.07
94.02 32.43
94.03 45.49
94.06 23.62
94.07 71.02
94.08 38.81
94.09 35.05
94.11 89.48
94.12 54.73
94.13 43.59
94.14 19.87
94.17 46.58
94.18 36.97
94.19 56.67
94.21 42.95
94.22 45.27
94.23 50.71
94.25 52.69
94.26 42.16
94.28 85.38
94.30 32.08
94.31 49.36
94.33 34.17
94.34 43.57
94.36 41.08
94.39 40.30
94.40 39.27
94.42 42.14
94.43 45.12
94.44 34.50
94.45 48.80
94.48 58.20
94.49 38.49
94.50 55.40
94.51 46.06
94.52 34.90
94.54 40.32
94.56 37.74
94.57 45.57
94.58 32.35
94.60 40.35
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94.63 48.44
94.64 48.12
94.68 54.74
94.69 54.24
94.71 34.32
94.72 47.82
94.73 43.76
94.74 39.95
94.76 32.26
94.77 20.57
94.78 47.42
94.80 39.30
94.81 60.03
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94.86 50.00
94.88 59.44
94.89 47.44
94.90 43.07
94.91 40.70
94.94 39.47
94.96 56.22
94.97 52.44
95.02 37.43
95.03 49.02
95.06 48.95
95.07 60.99
95.08 55.45
95.10 47.68
95.12 46.14
95.14 34.67
95.18 35.90
95.19 46.90
95.20 69.38
95.22 46.31
95.23 36.59
95.25 47.26
95.26 70.14
95.27 57.19
95.29 61.71
95.30 51.39
95.32 29.94
95.33 61.19
95.35 50.07
95.36 60.75
95.38 40.93
95.41 46.48
95.42 59.61
95.43 33.60
95.45 52.36
95.47 35.89
95.48 50.04
95.49 79.69
95.50 54.66
95.51 48.75
95.52 44.82
95.54 60.20
95.55 45.33
95.56 47.28
95.57 46.03
95.58 42.58
95.59 56.74
95.60 43.44
95.61 49.77
95.62 37.24
95.63 45.09
95.65 43.46
95.66 35.07
95.67 53.75
95.68 29.09
95.69 37.44
95.70 34.95
95.71 42.95
95.73 43.80
95.74 28.97
95.75 39.00
95.76 37.89
95.77 46.07
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95.80 36.60
95.81 54.98
95.82 40.77
95.84 21.89
95.85 42.63
95.86 54.27
95.89 38.51
95.90 55.83
95.91 56.42
95.92 52.11
95.93 50.21
95.94 28.18
95.96 61.30
95.99 52.85
96.00 47.01
96.01 68.67
96.02 42.96
96.04 45.53
96.05 61.87
96.06 34.99
96.07 46.80
96.09 51.09
96.10 44.84
96.12 51.20
96.13 40.16
96.15 39.23
96.17 27.95
96.18 51.76
96.19 42.32
96.22 35.88
96.25 64.61
96.26 45.17
96.27 50.20
96.29 51.20
96.30 31.79
96.32 34.29
96.34 43.10
96.36 35.41
96.37 38.23
96.39 45.82
96.42 53.97
96.43 33.74
96.44 34.40
96.46 43.68
96.47 39.99
96.50 46.19
96.51 49.47
96.52 40.61
96.54 41.82
96.55 63.06
96.56 61.41
96.57 44.57
96.60 52.20
96.61 42.98
96.62 55.09
96.63 28.29
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96.66 47.33
96.67 26.44
96.68 21.58
96.69 60.36
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96.71 65.86
96.72 36.61
96.74 61.36
96.75 33.50
96.76 63.31
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96.78 50.68
96.81 38.31
96.82 47.52
96.84 46.82
96.85 31.16
96.87 45.32
96.88 51.25
96.89 45.78
96.92 51.53
96.94 27.82
96.98 42.30
96.99 32.16
97.00 34.63
97.01 43.29
97.02 57.99
97.03 46.64
97.04 21.57
97.06 47.59
97.07 17.95
97.08 48.62
97.09 26.80
97.10 50.98
97.11 39.02
97.13 48.52
97.14 85.70
97.16 63.60
97.18 29.95
97.19 43.76
97.21 38.53
97.22 78.08
97.23 37.80
97.24 34.87
97.26 33.44
97.27 33.07
97.28 46.86
97.29 52.64
97.30 26.17
97.31 51.35
97.32 35.41
97.33 39.76
97.35 66.24
97.36 57.78
97.38 47.06
97.39 63.19
97.41 54.02
97.42 52.19
97.43 43.92
97.45 25.71
97.46 45.42
97.49 37.34
97.54 61.75
97.56 63.54
97.59 17.00
97.61 54.75
97.62 52.79
97.63 52.08
97.64 56.44
97.66 63.35
97.67 49.05
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97.71 46.98
97.73 49.33
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97.81 47.31
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97.87 59.78
97.88 62.24
97.91 49.23
97.93 37.28
97.94 52.64
97.95 45.64
97.96 81.18
97.97 51.48
97.98 43.26
97.99 47.28
98.00 45.08
98.01 51.72
98.08 68.12
98.09 32.40
98.10 38.42
98.12 38.50
98.13 30.76
98.14 30.54
98.15 67.73
98.17 49.48
98.18 51.65
98.20 44.72
98.21 53.20
98.22 46.04
98.23 31.60
98.26 32.72
98.27 56.40
98.28 49.87
98.29 36.28
98.30 57.23
98.32 45.90
98.33 39.98
98.34 59.05
98.35 55.14
98.36 35.28
98.37 33.13
98.38 42.72
98.40 41.28
98.42 42.98
98.43 68.43
98.44 64.86
98.45 33.11
98.46 42.32
98.47 72.87
98.48 49.37
98.49 45.37
98.50 44.28
98.52 37.27
98.53 38.69
98.54 48.33
98.55 65.12
98.57 47.59
98.59 56.27
98.61 42.71
98.64 37.54
98.66 57.38
98.67 38.79
98.68 56.01
98.69 41.49
98.72 48.34
98.73 49.51
98.74 57.96
98.75 42.89
98.77 61.25
98.79 63.33
98.81 41.91
98.82 62.72
98.84 37.74
98.85 66.66
98.86 46.04
98.88 73.26
98.89 48.97
98.91 46.80
98.92 55.96
98.93 33.01
98.94 69.40
98.96 45.88
99.01 62.85
99.02 48.33
99.04 46.22
99.05 46.96
99.06 45.92
99.08 66.22
99.09 54.69
99.10 44.66
99.11 63.93
99.12 52.39
99.14 29.78
99.16 40.34
99.17 44.34
99.18 33.69
99.19 28.49
99.20 43.47
99.21 71.57
99.22 55.48
99.23 45.69
99.24 52.05
99.26 32.47
99.28 54.08
99.29 23.77
99.30 63.33
99.33 50.33
99.34 48.27
99.35 58.04
99.38 29.59
99.40 46.04
99.43 64.78
99.45 42.92
99.47 37.50
99.48 77.66
99.49 62.40
99.52 44.38
99.53 59.31
99.54 31.68
99.55 40.82
99.56 32.77
99.57 60.60
99.59 50.94
99.60 26.98
99.61 54.45
99.62 49.67
99.64 44.98
99.65 32.71
99.66 41.89
99.69 51.77
99.71 39.86
99.72 61.46
99.73 62.36
99.74 43.87
99.75 42.61
99.76 63.29
99.77 52.62
99.82 53.50
99.83 60.29
99.84 47.41
99.85 70.65
99.86 47.54
99.87 51.15
99.88 71.65
99.89 66.56
99.90 28.86
99.91 58.68
99.92 40.63
99.98 50.52
100.00 72.92
100.01 52.09
100.02 46.45
100.05 54.29
100.06 63.54
100.07 74.63
100.08 33.14
100.10 47.55
100.12 32.62
100.14 29.97
100.15 60.85
100.16 46.56
100.18 47.43
100.19 46.17
100.20 50.99
100.21 58.53
100.22 47.21
100.23 63.39
100.24 66.77
100.25 59.26
100.26 52.01
100.27 43.91
100.29 43.94
100.30 52.52
100.31 47.34
100.32 24.81
100.33 58.29
100.34 67.06
100.35 43.00
100.36 63.25
100.38 50.84
100.40 56.14
100.42 41.74
100.44 36.97
100.46 61.25
100.47 64.33
100.50 26.75
100.52 44.16
100.53 41.82
100.54 42.27
100.55 54.26
100.56 62.34
100.57 38.84
100.60 42.60
100.61 64.31
100.62 50.43
100.63 46.61
100.65 21.60
100.66 32.39
100.67 51.77
100.68 47.95
100.69 56.44
100.71 66.93
100.72 40.01
100.73 45.14
100.74 16.33
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100.76 39.67
100.77 61.85
100.78 45.32
100.81 51.88
100.82 50.02
100.84 29.55
100.85 61.85
100.88 45.25
100.89 45.89
100.91 65.16
100.92 54.34
100.93 53.08
100.95 50.52
100.96 56.03
100.98 66.57
100.99 61.74
101.00 45.06
101.05 31.30
101.06 47.62
101.07 51.21
101.08 64.92
101.09 62.73
101.10 58.32
101.11 46.76
101.12 56.17
101.14 58.28
101.15 61.74
101.16 58.16
101.17 86.95
101.18 66.14
101.20 34.84
101.22 49.57
101.23 27.27
101.24 52.11
101.25 62.67
101.26 72.09
101.29 51.91
101.31 54.04
101.32 60.79
101.33 69.85
101.34 40.90
101.35 40.96
101.36 48.35
101.37 59.71
101.38 59.73
101.39 58.80
101.40 50.97
101.42 40.70
101.44 54.53
101.47 57.44
101.48 53.63
101.49 37.67
101.51 49.41
101.53 47.61
101.54 60.12
101.55 53.08
101.56 41.71
101.57 38.11
101.58 62.07
101.59 58.51
101.60 38.49
101.61 38.46
101.62 47.64
101.63 51.35
101.67 48.84
101.71 43.77
101.76 33.00
101.77 69.27
101.79 42.51
101.80 34.76
101.82 30.17
101.83 35.01
101.84 36.11
101.85 44.89
101.86 45.61
101.87 44.32
101.89 50.59
101.91 48.67
101.92 28.17
101.93 50.45
101.94 48.94
101.96 52.87
101.97 29.69
101.98 42.70
102.00 26.94
102.03 43.23
102.04 50.55
102.06 33.73
102.08 38.43
102.09 51.91
102.10 60.69
102.11 47.97
102.12 48.45
102.15 28.35
102.16 64.95
102.17 47.63
102.18 77.93
102.19 36.94
102.20 38.45
102.22 48.67
102.24 39.29
102.27 65.35
102.28 56.34
102.29 60.83
102.30 37.76
102.31 44.41
102.32 54.05
102.33 67.26
102.34 50.36
102.39 45.87
102.40 54.42
102.42 43.95
102.44 39.82
102.45 33.44
102.46 49.04
102.47 46.45
102.48 59.56
102.49 62.25
102.50 67.56
102.51 39.43
102.52 33.39
102.53 42.69
102.56 47.76
102.57 55.47
102.58 27.59
102.59 40.77
102.60 39.22
102.61 56.56
102.62 42.37
102.63 58.74
102.65 43.10
102.66 36.92
102.67 45.84
102.68 48.44
102.69 45.18
102.75 49.61
102.76 55.87
102.77 54.96
102.78 56.55
102.79 55.12
102.81 45.05
102.83 61.53
102.85 35.19
102.86 42.13
102.88 46.36
102.90 83.68
102.91 62.50
102.92 57.98
102.93 59.52
102.94 25.23
102.95 59.00
102.97 50.37
103.01 51.03
103.03 21.60
103.06 28.42
103.08 51.65
103.09 51.14
103.11 49.35
103.12 44.29
103.15 62.52
103.16 56.78
103.17 70.18
103.18 48.34
103.19 49.51
103.20 53.19
103.22 46.95
103.23 52.76
103.25 48.66
103.26 45.63
103.27 38.60
103.28 42.19
103.29 42.65
103.30 27.93
103.32 63.35
103.33 61.16
103.34 42.87
103.38 42.83
103.39 42.64
103.40 52.25
103.41 35.34
103.42 43.35
103.46 40.34
103.49 81.06
103.50 42.96
103.51 46.05
103.52 45.72
103.55 37.57
103.56 51.38
103.58 55.47
103.61 27.02
103.62 58.49
103.64 49.62
103.65 63.62
103.66 33.01
103.67 63.12
103.68 44.34
103.69 35.23
103.70 58.96
103.71 44.00
103.72 57.22
103.75 41.41
103.76 58.61
103.77 29.63
103.78 59.38
103.80 44.16
103.81 44.44
103.82 69.59
103.83 56.82
103.84 50.84
103.85 38.04
103.88 39.29
103.89 42.73
103.91 42.12
103.92 50.55
103.93 39.78
103.94 64.09
103.97 44.72
103.98 66.76
103.99 49.37
104.01 69.82
104.02 39.01
104.04 46.67
104.07 64.14
104.08 64.84
104.09 64.18
104.10 25.92
104.11 60.20
104.14 53.75
104.17 46.38
104.18 52.27
104.19 36.97
104.20 45.28
104.21 35.35
104.24 27.86
104.25 64.35
104.26 48.86
104.28 56.83
104.29 44.73
104.31 33.55
104.32 65.83
104.33 49.99
104.35 45.56
104.37 59.41
104.38 56.58
104.39 71.71
104.45 60.57
104.47 54.57
104.48 43.03
104.50 45.80
104.51 29.27
104.52 48.17
104.54 58.49
104.57 65.76
104.58 32.61
104.59 43.67
104.61 29.06
104.62 66.06
104.64 37.52
104.66 39.29
104.68 50.80
104.69 37.15
104.70 38.07
104.71 64.20
104.73 56.01
104.74 48.64
104.75 49.57
104.77 35.67
104.78 39.73
104.80 61.49
104.81 38.97
104.83 36.40
104.86 48.67
104.88 70.96
104.90 71.62
104.91 72.99
104.93 47.97
104.94 58.68
104.95 21.02
104.96 59.32
104.97 29.30
104.98 133.60
105.00 46.11
105.01 65.09
105.03 17.10
105.04 46.18
105.08 24.06
105.11 32.94
105.12 54.52
105.13 23.54
105.15 59.50
105.16 62.92
105.17 52.26
105.20 45.87
105.21 58.39
105.22 54.71
105.25 42.82
105.29 49.53
105.30 37.16
105.31 35.18
105.32 51.80
105.34 35.08
105.36 57.57
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105.41 77.30
105.42 56.19
105.43 26.77
105.44 53.16
105.47 70.43
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105.50 54.59
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105.52 48.51
105.53 66.14
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106.88 62.00
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107.91 36.83
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107.96 55.23
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108.41 70.90
108.42 16.50
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109.03 52.13
109.06 50.47
109.07 62.38
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109.10 36.32
109.11 37.23
109.12 31.25
109.13 44.18
109.14 96.02
109.16 59.00
109.17 50.87
109.18 80.80
109.19 32.09
109.20 54.53
109.21 40.93
109.22 68.48
109.26 60.77
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109.29 134.61
109.31 66.95
109.33 42.11
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109.46 73.05
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110.00 34.86
110.01 50.36
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110.09 116.24
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110.14 63.28
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110.17 60.26
110.18 56.11
110.19 44.54
110.21 27.91
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110.26 50.79
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110.32 43.89
110.33 41.63
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110.35 55.04
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110.38 61.98
110.39 51.33
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110.44 73.06
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110.56 58.41
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110.89 78.22
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110.91 53.53
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111.01 56.55
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111.52 36.53
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112.06 46.59
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112.10 83.49
112.12 47.28
112.13 48.22
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112.20 56.27
112.21 51.99
112.23 30.56
112.26 48.85
112.27 19.40
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112.55 46.22
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113.00 84.18
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113.17 73.17
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113.21 55.52
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113.23 80.83
113.24 60.82
113.25 52.86
113.26 40.48
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113.36 40.24
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113.93 64.65
113.95 73.09
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113.97 57.59
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114.01 50.86
114.04 51.37
114.05 41.19
114.06 52.75
114.07 48.60
114.10 54.61
114.11 37.12
114.12 45.70
114.13 53.67
114.14 47.51
114.15 66.12
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114.19 33.47
114.20 57.54
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115.05 66.50
115.06 53.86
115.07 33.05
115.08 50.09
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115.10 26.50
115.11 82.13
115.13 52.44
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115.19 82.74
115.21 55.15
115.26 55.04
115.27 59.27
115.30 49.65
115.31 51.19
115.34 66.44
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115.91 59.20
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116.00 86.98
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116.10 95.56
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116.20 49.19
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116.27 49.20
116.28 52.91
116.29 33.09
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118.01 50.82
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118.19 72.30
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118.26 49.19
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118.30 60.16
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118.36 17.81
118.38 49.68
118.41 73.05
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118.54 52.88
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118.62 50.11
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118.72 86.75
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118.74 22.44
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118.78 78.08
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119.10 53.53
119.11 54.96
119.12 63.43
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119.15 69.19
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119.22 26.72
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119.29 44.85
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119.35 58.77
119.40 43.82
119.41 53.98
119.42 68.04
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119.44 49.41
119.47 42.84
119.49 47.74
119.50 71.09
119.51 42.07
119.52 51.03
119.54 61.16
119.57 64.31
119.58 56.61
119.60 71.79
119.64 45.78
119.65 27.27
119.66 56.33
119.70 70.25
119.71 48.68
119.73 56.87
119.76 55.84
119.80 70.03
119.82 64.59
119.83 46.26
119.84 39.67
119.87 38.43
119.88 68.48
119.91 66.39
119.93 51.35
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119.96 41.70
119.98 52.12
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120.04 78.39
120.05 51.27
120.06 65.87
120.09 53.12
120.10 52.33
120.11 71.36
120.12 57.08
120.13 53.61
120.17 65.69
120.19 49.87
120.20 95.34
120.22 57.59
120.23 50.58
120.24 55.57
120.25 83.16
120.27 33.94
120.28 72.35
120.29 53.83
120.30 59.97
120.31 52.86
120.32 44.81
120.33 38.90
120.36 61.33
120.38 62.16
120.39 54.59
120.40 79.32
120.41 76.81
120.42 57.22
120.43 68.97
120.46 68.39
120.47 48.49
120.48 41.66
120.49 52.72
120.51 69.78
120.52 41.94
120.55 61.09
120.56 55.67
120.57 56.76
120.58 66.64
120.59 41.80
120.60 42.77
120.61 42.38
120.62 92.18
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120.65 47.80
120.69 57.51
120.70 22.90
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120.74 44.65
120.75 20.58
120.77 35.30
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120.81 23.60
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120.83 59.23
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120.88 60.86
120.90 49.89
120.91 56.75
120.92 58.96
120.93 70.84
120.96 60.83
121.03 75.42
121.04 69.07
121.06 72.61
121.08 66.28
121.09 37.56
121.10 40.02
121.13 54.97
121.14 53.75
121.15 56.30
121.18 42.25
121.19 19.09
121.20 41.55
121.22 51.98
121.23 43.81
121.25 83.40
121.29 46.20
121.30 83.50
121.32 53.59
121.35 42.51
121.36 40.51
121.37 46.01
121.38 73.42
121.39 55.81
121.42 57.64
121.44 74.56
121.45 66.73
121.46 64.14
121.47 43.77
121.49 38.39
121.51 61.91
121.52 56.50
121.54 55.82
121.55 61.68
121.56 74.22
121.58 44.44
121.60 31.12
121.66 50.08
121.71 64.25
121.72 65.29
121.76 43.25
121.77 88.36
121.78 41.30
121.81 66.61
121.82 55.92
121.85 60.91
121.86 68.80
121.87 31.74
121.88 47.56
121.89 52.88
121.91 45.27
121.94 75.61
121.95 51.02
122.00 46.30
122.01 58.23
122.03 57.31
122.06 28.10
122.07 58.28
122.09 31.58
122.11 53.49
122.12 63.77
122.16 47.50
122.17 48.16
122.18 37.85
122.19 58.83
122.21 71.41
122.23 34.24
122.24 72.44
122.25 62.55
122.26 65.12
122.27 67.63
122.29 50.87
122.30 104.45
122.33 64.87
122.37 54.85
122.38 56.16
122.40 27.39
122.41 37.55
122.42 50.87
122.43 74.12
122.45 52.61
122.47 69.72
122.49 57.77
122.50 66.49
122.51 43.14
122.54 78.07
122.56 50.25
122.62 80.78
122.64 24.64
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122.95 71.03
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123.10 43.35
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123.16 25.35
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123.58 64.22
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123.66 54.30
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143.30 74.94
143.31 64.52
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206.88 106.54
206.93 97.73
207.19 101.09
207.30 101.64
207.47 104.21
207.66 128.45
207.72 47.67
207.73 96.99
207.86 73.80
207.91 81.90
207.93 118.06
207.97 101.37
207.98 100.09
208.01 46.77
208.10 64.58
208.17 84.61
208.18 59.16
208.22 63.16
208.28 94.08
208.39 70.42
208.42 113.75
208.45 107.35
208.49 102.14
208.53 97.31
208.58 59.22
208.65 106.63
208.66 107.24
208.72 73.35
208.73 112.71
208.75 90.19
208.77 115.80
208.83 96.74
208.86 122.88
208.97 46.24
209.02 68.72
209.10 101.22
209.26 115.69
209.35 108.95
209.41 116.32
209.42 103.45
209.44 33.79
209.49 74.92
209.55 114.28
209.61 65.62
209.67 71.25
209.70 41.05
209.75 73.62
209.76 98.97
209.94 73.52
210.02 81.18
210.04 103.12
210.21 120.91
210.23 56.81
210.26 100.22
210.28 132.37
210.30 115.04
210.37 112.36
210.51 103.35
210.54 106.37
210.61 117.20
210.65 102.26
210.68 90.03
210.72 56.68
210.83 135.89
210.84 104.96
210.86 68.22
210.94 81.05
211.02 91.18
211.11 109.51
211.21 101.59
211.30 118.10
211.34 57.73
211.36 111.02
211.47 90.10
211.55 31.95
211.64 100.15
211.71 99.56
211.78 101.22
211.80 107.62
211.83 85.80
211.96 109.22
212.13 70.22
212.16 111.64
212.20 99.81
212.23 113.31
212.28 92.50
212.31 92.34
212.32 65.03
212.35 121.70
212.37 113.17
212.42 126.48
212.49 99.31
212.51 60.99
212.52 68.85
212.55 125.00
212.59 126.84
212.62 105.71
212.64 115.47
212.65 118.60
212.70 104.61
212.80 117.73
212.96 102.22
213.01 93.18
213.07 127.34
213.20 113.84
213.26 93.51
213.30 73.92
213.36 104.50
213.44 66.67
213.47 94.37
213.48 94.13
213.49 116.98
213.54 102.42
213.67 122.37
213.76 57.56
213.84 124.94
213.95 99.12
214.04 125.72
214.05 50.97
214.14 101.54
214.16 105.52
214.24 99.36
214.29 122.22
214.37 101.61
214.45 107.26
214.50 108.22
214.51 79.30
214.66 83.78
214.76 82.34
214.78 79.84
214.94 95.97
214.98 131.46
215.05 109.11
215.07 77.89
215.08 76.86
215.18 85.67
215.27 123.03
215.29 81.48
215.34 93.45
215.35 57.02
215.41 101.25
215.50 121.47
215.52 49.84
215.67 96.85
215.78 120.20
216.02 109.26
216.03 95.05
216.09 123.22
216.10 112.06
216.17 70.52
216.22 118.18
216.27 129.79
216.29 131.10
216.35 130.42
216.39 106.75
216.46 110.65
216.49 75.92
216.54 67.20
216.60 130.93
216.82 97.62
216.85 107.80
216.90 95.29
216.97 63.10
217.00 61.34
217.06 114.03
217.10 112.65
217.12 91.88
217.15 46.63
217.16 108.78
217.18 106.87
217.23 110.34
217.26 66.26
217.34 107.72
217.45 97.57
217.49 95.98
217.53 100.47
217.73 73.69
217.74 111.20
217.75 119.74
217.90 109.78
217.93 93.38
217.94 114.79
217.95 90.10
217.97 130.82
218.13 126.92
218.14 73.22
218.15 106.06
218.21 89.36
218.27 98.50
218.30 127.86
218.38 75.45
218.42 116.97
218.44 98.32
218.51 116.61
218.59 113.60
218.60 121.03
218.68 69.56
218.71 55.63
218.72 69.91
218.87 117.61
218.88 123.66
218.93 97.89
219.01 94.22
219.06 95.24
219.11 123.19
219.14 86.98
219.17 102.90
219.23 95.35
219.30 123.59
219.31 65.25
219.38 59.50
219.51 63.79
219.52 115.70
219.55 106.73
219.56 116.02
219.63 118.17
219.74 70.99
219.76 45.89
219.79 73.36
219.83 79.71
219.84 80.24
219.86 121.38
219.89 69.06
219.94 76.11
219.95 133.26
220.10 65.23
220.13 90.77
220.14 51.67
220.16 74.35
220.19 114.73
220.29 114.01
220.48 94.81
220.49 103.88
220.56 97.62
220.65 94.82
220.69 87.83
220.72 107.83
220.76 96.83
220.78 126.59
220.82 113.74
220.98 98.12
221.03 81.14
221.16 128.36
221.18 94.74
221.19 108.76
221.21 78.74
221.27 44.09
221.35 68.97
221.36 98.01
221.37 44.28
221.48 108.49
221.52 52.99
221.56 118.34
221.57 76.22
221.61 96.74
221.69 98.90
221.71 115.41
221.85 79.78
221.88 114.95
222.33 93.59
222.39 89.44
222.46 106.26
222.54 131.03
222.61 86.52
222.67 110.70
222.71 82.39
222.88 113.90
222.95 113.00
222.97 121.49
223.01 114.74
223.06 121.31
223.08 79.96
223.33 107.73
223.52 81.90
223.56 20.52
223.57 85.33
223.58 126.72
223.61 106.23
223.67 105.29
223.69 98.84
223.74 58.78
223.76 54.57
223.86 128.64
223.93 76.41
223.97 76.86
224.02 127.75
224.03 108.65
224.05 130.49
224.10 80.99
224.14 130.41
224.24 35.46
224.32 82.80
224.36 119.86
224.38 47.59
224.57 134.47
224.58 65.79
224.62 43.35
224.97 120.58
224.99 107.06
225.03 119.32
225.04 105.77
225.14 71.80
225.18 119.47
225.23 77.51
225.36 130.09
225.37 110.11
225.50 87.74
225.52 69.25
225.75 97.45
225.77 107.80
225.78 112.99
225.99 105.42
226.09 111.29
226.22 129.09
226.33 90.26
226.39 122.68
226.52 86.25
226.64 116.20
226.75 129.14
226.76 130.81
226.93 109.59
226.94 53.68
226.97 53.84
227.07 105.33
227.11 135.46
227.26 134.26
227.33 84.04
227.40 91.48
227.65 89.10
227.88 130.86
228.18 117.48
228.20 60.90
228.30 106.67
228.39 129.53
228.41 109.11
228.51 129.29
228.55 106.88
228.61 83.66
228.69 118.41
228.78 111.37
228.81 110.89
228.87 110.07
229.10 134.57
229.22 49.85
229.25 117.86
229.29 108.48
229.43 117.32
229.55 39.07
229.62 90.60
229.71 83.55
229.75 126.12
229.87 122.69
229.90 131.20
230.00 92.40
230.12 100.51
230.20 32.50
230.34 96.95
230.52 122.45
230.62 92.46
230.76 57.85
230.77 83.89
230.82 72.48
230.98 65.30
231.02 60.98
231.04 133.56
231.11 104.65
231.12 84.99
231.19 89.17
231.20 100.50
231.32 110.58
231.35 84.71
231.37 68.86
231.42 107.54
231.82 108.36
231.88 98.50
232.03 117.28
232.04 80.41
232.05 119.12
232.16 132.02
232.21 97.78
232.36 97.46
232.45 131.69
232.50 114.92
232.53 92.40
232.55 130.68
232.58 100.70
233.06 78.22
233.08 115.56
233.09 110.32
233.12 114.08
233.25 71.68
233.26 123.38
233.28 59.61
233.30 132.79
233.43 105.64
233.44 122.70
233.49 74.48
233.62 40.87
233.72 78.02
233.76 124.18
233.77 85.99
233.80 118.77
233.83 50.73
233.93 117.23
233.97 79.98
234.05 80.81
234.17 128.32
234.22 100.48
234.31 94.42
234.32 112.92
234.46 20.00
234.51 96.06
234.56 121.54
234.65 131.39
234.67 127.27
234.69 112.66
234.82 107.14
234.99 120.65
235.00 115.16
235.01 97.16
235.07 122.13
235.14 97.40
235.17 76.49
235.22 102.78
235.28 55.95
235.32 77.23
235.51 128.67
235.95 75.79
235.99 72.92
236.07 117.02
236.15 135.38
236.27 129.66
236.34 111.58
236.35 80.64
236.45 70.61
236.55 118.05
236.63 117.47
236.75 121.68
236.76 136.42
236.80 73.62
236.94 57.52
237.02 131.50
237.10 117.15
237.12 83.56
237.22 110.68
237.61 89.82
237.63 94.97
237.68 61.47
237.74 80.32
237.81 132.63
237.88 129.15
237.89 76.86
238.38 123.00
238.91 125.53
238.99 102.27
239.12 92.68
239.15 61.21
239.20 72.57
239.24 94.41
239.25 130.16
239.38 74.62
239.47 116.33
239.51 108.26
239.61 115.05
239.66 80.06
239.74 75.75
239.76 71.89
239.87 79.91
239.99 125.26
240.04 85.51
240.16 111.51
240.28 74.47
240.31 89.85
240.34 97.87
240.52 105.02
240.67 129.90
240.82 89.01
240.84 55.87
240.86 45.64
240.88 59.86
241.00 117.86
241.05 104.32
241.12 111.63
241.13 96.45
241.51 102.38
241.60 115.35
241.67 83.02
241.74 121.26
241.96 96.38
241.99 96.96
242.07 119.70
242.10 133.05
242.14 91.60
242.21 92.54
242.28 45.91
242.29 81.33
242.33 60.44
242.49 109.14
242.54 74.42
242.65 98.22
242.82 127.98
242.87 135.31
242.91 66.58
243.06 54.21
243.09 120.88
243.14 91.16
243.20 111.01
243.42 99.02
243.63 133.73
243.97 63.79
244.14 48.60
244.18 53.17
244.21 82.37
244.22 98.84
244.27 127.80
244.35 65.61
244.58 93.41
244.67 127.51
244.69 77.20
245.17 79.95
245.20 121.68
245.23 63.62
245.27 127.13
245.38 119.13
245.40 114.61
245.52 83.31
245.56 85.53
245.62 124.91
245.66 109.22
245.72 49.04
245.78 94.88
245.86 122.79
246.05 85.21
246.30 111.34
246.80 110.16
246.81 45.37
246.82 106.38
246.86 81.12
246.89 63.57
246.92 131.49
246.98 46.71
247.05 128.62
247.19 78.24
247.25 116.74
247.37 111.80
247.47 79.14
247.53 101.94
247.55 83.98
247.59 62.19
247.61 74.90
247.77 118.34
247.95 94.89
248.18 94.54
248.22 121.14
248.24 99.71
248.63 73.33
248.80 60.89
248.96 53.41
249.14 61.44
249.15 111.32
249.16 125.78
249.20 109.99
249.27 92.95
249.34 92.16
249.82 83.88
249.96 97.86
249.97 102.60
250.09 119.16
250.11 107.88
250.20 90.68
250.21 104.85
250.22 123.22
250.50 61.99
250.51 99.88
250.62 84.61
250.65 84.32
251.25 76.79
251.27 108.45
251.29 83.05
251.31 136.02
251.38 126.27
251.52 79.10
251.75 111.07
251.87 76.56
251.98 93.89
252.06 89.75
252.13 133.80
252.21 90.86
252.29 114.41
252.35 107.37
252.48 62.44
252.96 66.40
253.02 126.40
253.03 133.75
253.14 40.23
253.61 53.55
253.87 90.69
253.91 81.36
253.95 112.83
253.99 76.90
254.07 84.41
254.08 128.34
254.13 80.76
254.19 130.91
254.24 112.89
254.27 111.45
254.44 129.70
254.54 82.07
254.77 63.16
254.80 88.08
254.85 133.75
254.96 41.25
254.98 120.33
255.28 119.25
255.31 110.16
255.33 78.12
255.39 99.61
255.42 133.89
255.49 79.90
256.14 72.22
256.18 73.44
256.31 108.86
256.32 83.02
256.40 111.26
256.55 35.12
256.60 105.02
256.67 111.67
256.75 84.32
256.85 108.94
256.86 125.80
257.16 95.23
257.27 112.67
257.28 133.82
257.39 73.37
257.45 102.67
257.46 98.42
257.56 75.32
257.72 114.87
257.83 103.15
258.00 132.43
258.16 119.30
258.31 83.60
258.34 109.68
258.52 107.36
258.62 131.29
259.12 89.10
259.45 77.79
259.59 129.13
259.73 115.57
260.01 105.43
260.26 116.55
260.27 89.86
260.46 75.94
260.48 68.53
260.60 71.72
260.63 120.41
260.67 72.62
260.82 103.42
261.05 64.72
261.52 123.52
261.70 101.67
262.29 129.10
262.31 89.14
262.53 123.92
262.58 85.70
262.69 111.82
262.82 100.22
262.90 108.47
263.04 83.18
263.09 84.30
263.41 86.25
263.49 103.02
263.62 99.20
263.66 110.54
263.80 84.12
263.87 94.28
263.89 103.26
264.13 132.93
264.40 84.61
264.67 117.74
264.71 78.64
264.73 136.38
264.78 132.14
264.88 128.92
264.90 79.76
264.97 69.75
264.98 119.78
265.00 133.58
265.03 83.99
265.07 112.43
265.12 101.05
265.36 81.48
265.56 92.74
265.78 132.69
266.20 131.98
266.24 99.09
266.72 100.05
266.90 83.35
267.02 118.20
267.76 125.76
267.96 96.39
268.24 129.76
268.29 71.50
268.32 38.53
268.58 122.12
268.65 119.82
268.83 109.42
268.84 132.21
268.92 130.62
268.94 99.31
269.04 76.50
269.21 130.76
269.22 57.94
269.38 75.36
269.42 57.64
269.45 112.90
269.76 94.78
270.03 65.24
270.30 93.03
270.61 121.12
270.77 119.71
270.87 129.90
271.04 74.82
271.06 93.14
271.27 58.08
271.67 102.50
271.79 123.56
271.94 109.36
272.12 120.43
272.16 124.49
272.19 122.18
272.34 70.71
272.38 105.66
272.87 84.33
273.08 95.85
273.16 76.98
273.68 118.57
273.73 123.81
274.05 108.64
274.39 86.41
274.68 101.75
274.83 84.04
274.89 134.76
274.97 114.06
275.18 129.09
275.41 113.48
275.60 106.61
275.65 83.49
275.85 69.26
276.18 136.04
276.26 97.87
276.34 52.11
276.46 131.15
276.56 125.94
276.97 109.21
277.24 81.39
277.28 104.17
277.55 93.12
277.61 87.99
277.70 132.04
278.36 99.50
278.45 121.49
278.62 76.20
278.71 100.41
278.92 118.36
279.23 118.60
279.41 101.83
279.62 83.58
279.67 130.40
279.92 126.04
280.23 81.30
280.24 115.96
280.25 117.78
280.47 136.22
280.65 86.08
280.93 99.88
280.94 133.53
280.99 63.16
281.53 125.44
281.57 111.49
281.59 94.16
281.68 73.34
282.05 132.21
282.23 50.42
282.24 89.49
282.31 101.99
282.48 58.16
282.66 92.54
282.83 77.72
283.02 102.86
283.05 124.80
283.19 79.58
283.47 101.21
283.52 110.73
284.13 95.72
284.27 116.34
284.44 103.98
284.54 97.31
284.55 125.36
284.65 117.54
284.78 130.82
285.10 31.44
285.26 133.35
285.38 106.40
285.51 92.45
285.55 93.45
285.69 91.19
285.73 76.44
286.38 36.62
286.92 93.68
287.92 96.07
287.99 78.18
288.08 72.55

4. - Gráfica de Dispersión

# Definimos límites visuales con un 5% de holgura
x_max <- max(X) * 1.05
y_max <- max(Y) * 1.05

# Creamos el lienzo vacío para controlar todos los elementos
plot(X, Y,
     type = "n",
     main = "Gráfica Nro. 1\nDiagrama de dispersión entre PM10 y PM2.5\nen el estudio de la calidad del aire en India 2015-2020",
     xlab = expression(PM[10]*" ("*mu*"g/m³)"),
     ylab = expression(PM[2.5]*" ("*mu*"g/m³)"),
     xlim = c(0, x_max),
     ylim = c(0, y_max),
     cex.main = 1.1,
     cex.lab = 1.1,
     cex.axis = 0.9)

# Cuadrícula de fondo
grid(nx = NULL, ny = NULL, col = "gray85", lty = 1)

# Dibujamos los puntos
points(X, Y,
       col = "deepskyblue3",
       pch = 16,
       cex = 1.2)

# Añadimos un recuadro exterior
box(lwd = 1.5)

5.- Conjetura y parámetros

# CONJETURA
#La distribución de los puntos en el diagrama de dispersión sugiere un modelo lineal. A medida que la concentración de PM10 aumenta, la concentración de PM2.5 también lo hace de manera proporcional. Los puntos tienden a alinearse siguiendo una pendiente positiva, lo que indica que se puede ajustar una recta de regresión lineal para describir matemáticamente la relación causa-efecto entre ambas variables.

# B. Cálculo de parámetros (Modelo Lineal: Y = B0 + B1*X)
# Recuerda que ya definimos X (PM10) y Y (PM2.5) en el paso 2
regresion_lineal <- lm(Y ~ X)

# Extracción de los coeficientes
beta0 <- coef(regresion_lineal)[1] # Intercepto
beta1 <- coef(regresion_lineal)[2] # Pendiente

# C. Expresar la ecuación del modelo (Corrección obligatoria del Inge)
# PARÁMETROS CALCULADOS
cat("Intercepto (B0):", round(beta0, 4), "\n")
## Intercepto (B0): 5.8903
cat("Pendiente (B1):", round(beta1, 4), "\n\n")
## Pendiente (B1): 0.404
# ECUACIÓN DEL MODELO LINEAL
cat("Y =", round(beta0, 4), "+", round(beta1, 4), "* X\n")
## Y = 5.8903 + 0.404 * X
cat("(Donde Y = PM2.5 y X = PM10)\n")
## (Donde Y = PM2.5 y X = PM10)
# D. Recuadro visual de la ecuación general con significado de parámetros
# Usamos htmltools para crear un recuadro didáctico que se muestre en el Viewer

recuadro_ecuacion <- div(
  style = "background-color: #f4f6f9; border: 1px solid #d1d5db; border-radius: 8px; padding: 20px; text-align: center; font-family: Helvetica, Arial, sans-serif; margin-top: 15px; margin-bottom: 15px;",
  
  h4(style = "color: #2c3e50; margin-bottom: 15px; margin-top: 0; font-size: 18px;", "Modelo Lineal General"),
  
  # Cuadro blanco con la fórmula limpia
  div(
    style = "font-size: 24px; font-weight: bold; color: #1a202c; padding: 12px 25px; background-color: #ffffff; border: 1px dashed #a0aec0; display: inline-block; border-radius: 5px; margin-bottom: 15px;",
    "Y = \u03b2\u2080 + \u03b2\u2001 * X"
  ),
  
  p(style = "color: #4a5568; font-size: 14px; margin-top: 0; margin-bottom: 15px; font-style: italic;", 
    "(Donde Y = PM2.5 y X = PM10)"),
  
  # Línea divisoria interna muy sutil
  hr(style = "border: 0; border-top: 1px solid #e2e8f0; margin: 15px auto; width: 80%;"),
  
  # Explicación de los parámetros para el Inge
  div(
    style = "text-align: left; max-width: 500px; margin: 0 auto; font-size: 13px; color: #2d3748; line-height: 1.5;",
    tags$ul(
      style = "padding-left: 20px; margin: 0;",
      tags$li(style = "margin-bottom: 8px;", 
              tags$strong("\u03b2\u2080 (Intercepto): "), 
              "Es el punto de partida. Representa la concentración base teórica de PM2.5 si el PM10 fuera totalmente cero."),
      tags$li(
        tags$strong("\u03b2\u2001 (Pendiente): "), 
        "Es el ritmo de crecimiento. Indica cuántos \u00b5g/m\u00b3 aumenta el PM2.5 por cada unidad (1 \u00b5g/m\u00b3) que incrementa el PM10.")
    )
  )
)

# Renderizamos el recuadro para que aparezca en la interfaz visual de RStudio
browsable(recuadro_ecuacion)

Modelo Lineal General

Y = β₀ + β  * X

(Donde Y = PM2.5 y X = PM10)

  • β₀ (Intercepto): Es el punto de partida. Representa la concentración base teórica de PM2.5 si el PM10 fuera totalmente cero.
  • β  (Pendiente): Es el ritmo de crecimiento. Indica cuántos µg/m³ aumenta el PM2.5 por cada unidad (1 µg/m³) que incrementa el PM10.

6. Gráfica de dispersión modelo-realidad

# Límites con 5% de holgura visual
x_max <- max(X) * 1.05
y_max <- max(Y) * 1.05

# Gráfico vacío (type = "n") para dibujar el fondo primero
plot(X, Y,
     type = "n",
     main = "Gráfica Nro. 2\nModelo lineal entre PM10 y PM2.5\nen el estudio de la calidad del aire en India 2015-2020",
     xlab = expression(PM[10]*" ("*mu*"g/m³)"),
     ylab = expression(PM[2.5]*" ("*mu*"g/m³)"),
     xlim = c(0, x_max),
     ylim = c(0, y_max),
     cex.main = 1.1,
     cex.lab = 1.1,
     cex.axis = 0.9)

# Cuadrícula (queda por debajo de los puntos)
grid(nx = NULL, ny = NULL,
     col = "gray85",
     lty = 1)

# Puntos reales (Datos)
points(X, Y,
       col = "deepskyblue3",
       pch = 16,
       cex = 1.2)

# Recta del modelo lineal
# Usamos directamente el objeto 'regresion_lineal' que calculamos en el Paso 5
abline(regresion_lineal, 
       col = "red", 
       lwd = 3)

# Borde grueso para el recuadro del gráfico
box(lwd = 1.5)

# Leyenda adaptada al modelo lineal
legend("topleft",
       legend = c("Datos reales", "Modelo lineal"),
       col = c("deepskyblue3", "red"),
       pch = c(16, NA),
       lwd = c(NA, 3),
       bty = "o",
       bg = "white",
       cex = 0.8,
       x.intersp = 0.6,
       y.intersp = 0.8)

7.- Test de Bondad

# Test de Pearson (Coeficiente de correlación 'r')
# Como es un modelo lineal directo, usamos X y Y sin transformaciones
r <- cor(X, Y) * 100
#("--- TEST DE BONDAD ---\n")
cat("Coeficiente de correlación de Pearson (r):", round(r, 4), "%\n")
## Coeficiente de correlación de Pearson (r): 85.6816 %
# Coeficiente de determinación muestral (R^2)
# Obligatorio y válido porque estamos evaluando una recta (modelo lineal)
r2 <- (r^2) / 100
cat("Coeficiente de determinación (R^2):", round(r2, 4), "%\n\n")
## Coeficiente de determinación (R^2): 73.4134 %

8.- Restricciones

# Dominio [X]: D = {R+^0} (Números reales positivos incluido el cero)
# Dominio [Y]: D = {R+^0} (Números reales positivos incluido el cero)

# ¿Existe algún valor en el dominio de x que sustituido en el modelo matemático genere un valor en y fuera de su dominio?

Análisis de Restricciones

Respuesta: NO.

No existe ningún valor del dominio de la variable PM10 (X ≥ 0) que genere un valor de PM2.5 fuera de su dominio. Físicamente, las concentraciones de material particulado no pueden ser negativas. Dado que el modelo lineal obtenido presenta un intercepto positivo de 5.8903 y una pendiente positiva de 0.4040, cualquier valor de PM10 mayor o igual a cero producirá una concentración estimada de PM2.5 positiva. Por ejemplo, cuando PM10 = 0, el modelo predice una concentración de PM2.5 de 5.8903 µg/m³. Por lo tanto, el modelo matemático respeta las restricciones físicas de la realidad y no genera valores incompatibles con el comportamiento de los contaminantes atmosféricos.

9.- Estimación

# PM2.5 esperado cuando el PM10 es de 100 µg/m3
valor_x <- 100

# Usamos las variables beta0 y beta1 que calculamos en el Paso 5 para mantener la precisión exacta de R
PM25_esperado <- beta0 + (beta1 * valor_x)

cat("Si la concentración de PM10 es de", valor_x, "µg/m³, la concentración estimada de PM2.5 es:",round(PM25_esperado, 4), "µg/m³\n\n")
## Si la concentración de PM10 es de 100 µg/m³, la concentración estimada de PM2.5 es: 46.2925 µg/m³

Estimación:

Si la concentración de PM10 es de 100 µg/m³, la concentración esperada de PM2.5 según el modelo de regresión lineal es:

PM2.5 = 5.8903 + 0.404(100) = 46.2903 µg/m³

Por lo tanto, para una concentración de PM10 de 100 µg/m³, se estima una concentración de PM2.5 de aproximadamente 46.29 µg/m³.

10. Conclusión

En conclusión:

Entre la concentración de partículas PM10 y partículas finas PM2.5 existe una relación directamente proporcional de tipo lineal, regida por la ecuación Y = 5.8903 + 0.404X. Donde X representa la causa (PM10) y Y representa el efecto (PM2.5). El modelo, respaldado por un coeficiente de correlación de Pearson del 85.68%, demuestra que el aumento de material particulado grueso condiciona significativamente el incremento de partículas finas. Además, el modelo es aplicable en su totalidad ya que carece de restricciones matemáticas que violen los principios físicos de los contaminantes evaluados.