# Set CRAN mirror
options(repos = c(CRAN = "https://cloud.r-project.org/"))
# Install necessary package
install.packages("zoo")
## Installing package into 'C:/Users/clavi/AppData/Local/R/win-library/4.4'
## (as 'lib' is unspecified)
## package 'zoo' successfully unpacked and MD5 sums checked
##
## The downloaded binary packages are in
## C:\Users\clavi\AppData\Local\Temp\Rtmp8S5N3j\downloaded_packages
# Load the package
library(zoo)
##
## Attaching package: 'zoo'
## The following objects are masked from 'package:base':
##
## as.Date, as.Date.numeric
Import Data
data_asli <- read.csv("avg_temp_sulteng.csv", header = TRUE, sep = ",")
install.packages("zoo") #cleaning data
## Warning: package 'zoo' is in use and will not be installed
head(data_asli)
## date tavg
## 1 01-01-2001 28.0
## 2 02-01-2001 27.7
## 3 03-01-2001 27.7
## 4 04-01-2001 27.7
## 5 05-01-2001 27.2
## 6 06-01-2001 27.1
Cleaning Data
library(zoo)
data_asli <- read.csv("avg_temp_sulteng.csv", header = TRUE, sep = ",")
data_asli$date <- as.Date(data_asli$date, format = "%d-%m-%Y")
data_asli$tavg <- na.locf(data_asli$tavg) # Mengisi NA dengan nilai sebelumnya
n <- length(data_asli$tavg)
Plot Data Aktual
library(ggplot2)
library(dplyr)
##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
library(lubridate)
##
## Attaching package: 'lubridate'
## The following objects are masked from 'package:base':
##
## date, intersect, setdiff, union
library(zoo)
# Membaca data dari file CSV
data_asli <- read.csv("avg_temp_sulteng.csv", header = TRUE, sep = ",")
# Ensure the date column is of Date type
data_asli$date <- as.Date(data_asli$date, format = "%d-%m-%Y")
# Aggregate data by month for better readability
monthly_data <- data_asli %>%
mutate(month = floor_date(date, "month")) %>%
group_by(month) %>%
summarize(monthly_avg_temp = mean(tavg, na.rm = TRUE))
# Plot the time series data using ggplot2
ggplot(monthly_data, aes(x = month, y = monthly_avg_temp)) +
geom_line(color = 'blue') +
geom_smooth(method = "loess", span = 0.2, color = 'red', se = FALSE) + # Add a smoother
labs(title = "Time Series Plot of Average Monthly Temperature\nin Kolaka Regency Southeast Sulawesi from 2001-2024",
x = "Period",
y = "Average Temperature (°C)") +
theme_minimal() +
scale_x_date(date_breaks = "1 year", date_labels = "%Y") + # Set x-axis breaks every year
theme(
axis.text.x = element_text(angle = 45, hjust = 1), # Rotate x-axis labels for better readability
plot.title = element_text(size = 14, hjust = 0.5, margin = margin(t = 20, b = 20)) # Adjust the margin of the title
)
## `geom_smooth()` using formula = 'y ~ x'
Perubahan Data
dt= NULL
for (i in 1:n-1){
dt[i]=((data_asli$tavg[i+1]-data_asli$tavg[i])/data_asli$tavg[i])*100
}
head(dt)
## [1] -1.0714286 0.0000000 0.0000000 -1.8050542 -0.3676471 4.4280443
data = dt
Menentukan himpunan semesta U
Umin = floor(min(data))
Umax = ceiling(max(data))
Umin
## [1] -17
Umax
## [1] 20
Menentukan interval data
n_intervals = round(1 + 3.322 * logb(length(data), base = 10)) # banyaknya kelas interval
interval_length = (Umax - Umin) / n_intervals # panjang interval
# Membuat interval
intervals <- data.frame(mins = numeric(n_intervals), maxs = numeric(n_intervals))
for (i in 1:n_intervals) {
intervals[i, 1] = Umin + (i - 1) * interval_length
intervals[i, 2] = Umin + i * interval_length
}
intervals
## mins maxs
## 1 -17.000000 -14.357143
## 2 -14.357143 -11.714286
## 3 -11.714286 -9.071429
## 4 -9.071429 -6.428571
## 5 -6.428571 -3.785714
## 6 -3.785714 -1.142857
## 7 -1.142857 1.500000
## 8 1.500000 4.142857
## 9 4.142857 6.785714
## 10 6.785714 9.428571
## 11 9.428571 12.071429
## 12 12.071429 14.714286
## 13 14.714286 17.357143
## 14 17.357143 20.000000
# Menambahkan sedikit margin ke interval terakhir
intervals[n_intervals, 2] <- intervals[n_intervals, 2] + 0.01
Fuzzifikasi
m = as.vector(rowMeans(intervals))
fuzifikasi=c()
for (i in 1:length(data)){
for (j in 1:nrow(intervals)){
if (i!=which.max(data)){
if (data[i]>=(intervals[j,1])&data[i]<(intervals[j,2])){
fuzifikasi[i]=j
break
}
}
else {
if (data[i]>=(intervals[j,1])&data[i]<=(intervals[j,2])){
fuzifikasi[i]=j
break
}
}
}
}
fuzifikasi
## [1] 7 7 7 6 7 9 7 7 7 5 9 7 7 6 6 9 7 5 8 7 6 7 5 6
## [25] 8 9 7 7 5 7 6 8 6 8 8 6 8 7 8 5 6 8 8 7 8 7 7 7
## [49] 5 10 6 5 7 8 6 9 7 8 8 4 9 5 8 7 6 7 7 7 8 7 8 4
## [73] 7 8 7 8 6 7 7 7 7 7 6 9 5 7 7 6 9 7 7 7 6 8 6 8
## [97] 6 6 6 7 7 8 7 6 7 8 7 6 8 8 4 9 5 7 6 8 7 6 7 7
## [121] 8 7 7 7 9 5 9 6 8 8 6 7 6 8 5 9 5 7 9 6 6 7 5 6
## [145] 9 8 6 4 7 7 8 8 6 7 7 5 9 5 8 7 7 9 7 6 4 10 7 5
## [169] 9 6 4 9 10 6 7 6 9 7 5 8 5 6 8 5 6 12 7 7 6 6 7 7
## [193] 9 7 6 7 5 7 6 9 7 5 5 9 8 6 6 8 7 6 8 6 7 7 7 9
## [217] 7 7 8 6 7 6 5 8 10 7 6 7 7 7 7 5 7 8 7 7 7 7 7 9
## [241] 6 6 5 8 8 6 9 6 7 6 5 8 8 7 7 6 8 7 7 8 6 6 6 6
## [265] 7 8 9 6 7 7 5 5 9 9 6 7 8 6 7 6 7 8 8 7 6 9 5 10
## [289] 6 4 8 8 8 7 5 9 7 9 7 7 5 6 8 5 4 11 7 7 7 6 7 7
## [313] 6 6 7 9 4 8 7 7 8 8 7 6 6 8 9 6 7 8 5 7 8 8 5 7
## [337] 8 5 7 6 8 7 7 7 5 8 6 7 7 8 4 10 8 5 7 8 7 7 5 7
## [361] 7 7 8 7 5 8 9 7 8 6 7 6 7 6 8 7 8 5 8 6 7 8 8 6
## [385] 8 5 8 8 5 7 7 7 7 5 9 8 6 9 5 8 8 7 6 6 9 6 8 5
## [409] 5 8 7 8 8 6 7 7 6 11 5 8 5 7 6 8 8 4 10 8 7 7 6 6
## [433] 8 5 7 10 6 5 8 8 7 7 6 8 6 8 5 8 7 6 8 5 7 7 6 8
## [457] 6 7 7 9 7 5 7 7 9 5 7 6 6 8 7 9 6 7 7 8 6 8 5 6
## [481] 9 6 9 5 6 7 8 10 4 8 6 6 7 8 7 8 6 8 8 7 7 7 8 6
## [505] 8 6 7 8 6 7 8 7 7 8 6 7 6 6 9 3 8 8 8 4 9 6 7 6
## [529] 9 7 8 4 8 5 7 10 6 8 5 8 7 6 9 6 8 7 6 5 7 10 7 6
## [553] 8 9 6 8 7 7 7 7 7 6 7 8 6 7 7 8 7 6 7 7 8 8 7 6
## [577] 7 7 6 7 7 7 5 9 4 11 3 5 10 7 8 7 7 8 7 11 8 3 8 7
## [601] 7 6 7 6 6 7 7 9 7 7 6 7 6 7 7 7 9 5 7 7 8 6 8 7
## [625] 8 6 7 7 6 7 6 6 6 12 5 7 7 5 11 7 8 6 6 6 8 7 8 5
## [649] 9 8 6 8 6 8 5 7 8 7 5 8 7 7 7 7 7 8 5 8 6 7 8 7
## [673] 6 7 8 6 7 8 7 6 7 5 9 5 7 10 6 7 6 6 7 8 9 5 6 7
## [697] 7 6 8 6 7 7 6 7 9 7 7 6 6 5 10 6 7 4 11 7 6 7 6 11
## [721] 8 4 6 7 8 7 7 6 7 7 3 10 8 7 7 6 7 7 8 7 6 9 6 7
## [745] 8 6 6 6 7 9 6 6 6 9 7 4 8 8 7 8 6 8 7 7 4 10 7 4
## [769] 6 8 5 8 10 6 7 6 7 7 7 9 6 7 8 6 7 7 6 8 6 6 9 7
## [793] 4 8 8 7 7 6 8 8 6 6 7 6 8 7 7 8 7 8 6 4 11 8 6 6
## [817] 7 4 9 9 7 7 7 7 8 6 6 5 7 8 6 7 9 6 7 6 7 9 7 4
## [841] 9 7 6 8 6 5 6 9 7 7 6 7 9 6 7 9 5 5 9 8 6 8 4 9
## [865] 8 7 7 6 8 6 8 7 7 8 5 9 6 7 7 9 6 8 7 7 5 6 9 6
## [889] 8 4 9 4 8 7 5 10 7 7 5 7 7 8 6 7 6 7 8 8 5 7 8 6
## [913] 7 7 8 6 4 7 8 6 10 8 7 6 7 7 8 5 8 8 5 6 9 5 9 8
## [937] 7 7 8 7 4 8 8 8 4 9 6 8 9 5 7 7 6 8 6 8 5 9 7 7
## [961] 8 7 5 7 8 5 9 6 8 6 5 9 8 9 6 7 7 7 6 7 8 5 6 9
## [985] 6 6 8 5 8 7 7 7 8 7 8 7 5 9 6 7 6 7 8 8 7 6 7 7
## [1009] 4 6 10 7 6 7 7 5 10 8 6 8 7 7 6 8 6 11 5 6 5 7 9 7
## [1033] 6 8 7 6 8 8 7 8 6 6 7 7 6 6 9 6 7 7 5 9 6 7 5 9
## [1057] 7 7 7 8 6 6 8 6 7 7 5 8 6 7 8 7 7 8 8 6 7 7 4 8
## [1081] 6 11 5 8 4 7 8 7 8 5 7 7 7 9 7 8 5 8 7 6 7 6 7 6
## [1105] 8 6 6 10 6 7 9 4 8 6 8 7 9 4 9 6 7 8 7 6 8 7 7 6
## [1129] 7 6 8 6 8 9 8 5 7 7 8 6 7 5 7 7 8 6 9 7 6 7 7 8
## [1153] 6 7 6 9 6 7 6 7 9 6 6 7 10 5 3 9 9 7 8 6 7 8 6 9
## [1177] 7 7 5 5 9 6 6 8 7 7 8 7 8 4 8 5 8 8 7 8 7 6 8 4
## [1201] 8 9 7 5 8 7 4 11 5 6 8 7 8 6 6 8 7 7 7 8 4 7 7 4
## [1225] 8 8 7 8 8 7 7 7 7 8 9 2 10 9 5 6 8 6 7 7 6 10 5 3
## [1249] 9 9 6 7 9 2 10 5 9 9 5 7 6 8 8 7 7 7 5 7 8 5 8 7
## [1273] 7 6 7 7 9 6 8 7 3 11 5 4 7 10 8 5 7 8 7 8 3 8 8 8
## [1297] 5 8 6 9 7 6 8 7 6 8 6 6 4 6 11 5 10 7 7 7 6 8 7 8
## [1321] 6 6 6 7 6 8 9 7 8 7 6 7 7 7 8 6 5 7 7 7 7 8 5 6
## [1345] 7 8 6 8 7 8 6 6 8 6 7 7 6 8 7 7 7 8 6 8 7 7 7 8
## [1369] 4 8 7 6 8 5 7 8 7 9 4 9 8 4 8 5 8 9 7 7 8 9 5 7
## [1393] 8 5 8 6 8 7 7 7 6 7 6 8 7 8 7 6 7 7 8 4 9 4 8 9
## [1417] 7 5 7 7 6 5 9 7 10 6 5 5 8 9 5 10 6 7 6 8 7 8 6 7
## [1441] 7 8 7 4 9 6 7 7 7 6 8 4 9 7 10 6 5 5 8 12 6 6 5 7
## [1465] 8 5 7 7 8 6 9 7 6 9 6 7 5 8 9 5 8 7 9 3 12 6 7 7
## [1489] 7 7 7 8 5 5 9 7 8 6 8 7 5 7 6 8 8 8 7 6 8 5 7 7
## [1513] 5 9 6 8 7 7 7 6 8 7 6 8 7 7 7 7 4 9 8 7 8 7 6 6
## [1537] 8 5 7 3 11 7 8 4 7 6 7 8 6 7 7 7 8 5 9 6 8 7 7 7
## [1561] 7 8 6 6 6 12 5 7 7 8 5 9 6 9 6 7 7 6 8 8 8 4 8 6
## [1585] 8 5 7 7 8 6 6 6 8 6 10 7 6 5 9 7 7 6 9 6 6 7 5 7
## [1609] 8 6 9 7 6 8 7 7 8 6 6 5 10 5 8 8 6 6 10 6 7 7 6 6
## [1633] 8 6 7 7 7 7 7 7 6 6 6 8 8 3 8 7 7 7 7 8 6 8 7 7
## [1657] 8 5 7 8 6 6 8 5 8 5 8 8 6 8 7 7 6 8 7 5 9 5 8 6
## [1681] 7 6 9 7 7 5 7 8 8 7 3 8 6 9 6 7 7 6 9 5 8 7 6 7
## [1705] 10 6 8 6 7 5 5 9 8 7 7 7 6 10 5 6 8 7 6 8 6 8 5 9
## [1729] 7 6 7 6 7 9 4 7 8 7 6 7 8 9 4 9 8 6 7 3 9 9 7 6
## [1753] 7 6 7 8 9 7 7 6 7 6 8 8 7 8 6 8 6 6 7 7 8 6 8 6
## [1777] 6 7 7 7 6 8 5 10 4 9 6 9 6 9 6 7 6 8 6 7 7 7 6 9
## [1801] 7 5 8 7 7 8 7 7 7 8 4 9 9 4 9 4 8 7 9 8 3 11 5 9
## [1825] 6 9 4 8 6 8 6 6 8 5 9 7 8 7 6 8 6 9 6 10 7 5 8 8
## [1849] 6 7 7 8 4 9 7 5 8 7 7 7 6 6 8 6 6 9 7 6 8 6 8 6
## [1873] 7 8 6 7 9 6 6 6 7 7 6 9 6 6 6 10 7 8 7 7 9 7 4 4
## [1897] 10 7 6 7 8 8 6 7 7 9 5 7 7 9 6 3 8 10 6 6 9 5 8 8
## [1921] 4 9 6 7 5 7 8 7 6 7 7 8 7 7 5 9 4 8 6 7 7 8 6 8
## [1945] 8 7 6 7 8 5 8 6 8 8 8 6 7 6 8 6 8 6 7 5 7 7 7 6
## [1969] 8 7 7 7 7 8 6 6 8 5 6 10 7 8 7 7 9 3 8 5 8 7 6 7
## [1993] 5 10 7 5 8 9 5 8 8 5 7 7 7 8 4 8 7 7 6 7 7 5 9 6
## [2017] 6 6 6 8 9 6 8 8 6 6 5 9 5 10 6 7 6 6 6 8 6 10 6 9
## [2041] 6 6 7 8 8 7 6 9 7 6 7 9 6 6 9 6 7 7 6 7 8 7 7 5
## [2065] 9 6 7 5 8 9 6 7 7 7 8 9 6 5 8 5 8 8 5 8 6 7 8 7
## [2089] 7 7 6 6 8 7 7 8 7 6 6 7 9 5 9 6 5 9 6 6 9 7 8 5
## [2113] 7 7 6 10 5 8 9 6 8 6 9 7 6 7 7 7 8 7 7 5 7 9 7 7
## [2137] 9 6 7 6 7 7 8 5 8 5 9 6 7 6 5 10 6 8 7 7 8 7 7 8
## [2161] 7 5 6 9 7 8 7 7 5 8 6 9 6 7 7 6 9 5 7 6 7 7 8 8
## [2185] 5 9 6 6 6 7 7 8 7 9 6 6 4 10 8 6 8 5 7 8 6 7 6 7
## [2209] 6 8 7 7 7 6 8 2 12 7 7 7 7 3 10 5 8 8 9 8 4 7 6 7
## [2233] 6 7 7 8 6 7 6 6 8 8 7 8 7 7 7 8 7 6 7 7 7 9 6 7
## [2257] 8 5 8 6 7 8 5 7 5 9 7 7 7 8 7 8 5 7 10 6 6 7 6 7
## [2281] 7 9 5 8 7 6 8 6 6 8 9 6 7 6 6 7 9 7 8 6 6 7 7 7
## [2305] 4 8 10 6 8 6 8 6 6 7 7 7 6 10 8 5 8 7 7 8 6 6 7 9
## [2329] 7 6 7 5 8 8 7 7 7 8 6 5 8 7 7 7 8 5 7 7 5 9 8 7
## [2353] 6 6 7 8 7 8 6 9 8 6 7 6 7 7 6 6 7 8 7 7 8 6 8 6
## [2377] 7 6 7 6 6 8 7 7 7 7 7 6 7 5 6 8 7 8 7 7 6 7 7 7
## [2401] 5 8 6 6 8 5 11 7 8 7 5 7 8 8 6 7 8 4 9 6 7 8 9 3
## [2425] 9 7 6 7 8 7 9 7 5 7 7 7 8 6 8 8 7 7 6 8 6 7 8 6
## [2449] 8 7 6 7 6 9 9 6 7 6 7 7 5 7 6 6 11 8 8 6 8 6 5 8
## [2473] 6 7 8 4 8 8 5 7 8 8 6 8 7 7 8 6 8 6 6 9 5 7 7 7
## [2497] 5 8 7 7 6 7 7 8 6 8 7 7 7 8 4 10 7 7 4 9 4 9 3 10
## [2521] 6 9 5 8 8 8 7 6 8 7 5 9 5 7 6 9 7 6 7 8 5 9 7 8
## [2545] 6 8 6 9 7 4 8 7 7 7 8 5 6 8 8 5 9 6 5 7 10 7 7 6
## [2569] 7 5 7 7 7 7 6 7 7 5 8 7 7 6 8 7 7 7 7 6 8 7 7 8
## [2593] 6 5 9 8 6 9 7 5 7 9 5 7 6 9 6 7 7 7 6 7 8 6 8 5
## [2617] 8 7 7 6 7 8 7 6 9 7 7 8 5 6 7 10 7 7 7 8 5 7 6 8
## [2641] 7 9 6 7 7 5 7 9 7 5 7 7 7 7 6 9 6 6 5 10 7 7 9 5
## [2665] 7 8 7 8 5 9 7 6 7 7 7 4 6 8 8 7 5 7 7 8 7 7 6 8
## [2689] 8 6 7 7 9 7 6 6 7 7 5 8 8 7 5 9 4 6 8 7 8 8 6 7
## [2713] 7 8 7 7 5 5 11 7 5 8 8 7 6 8 6 8 8 4 9 6 8 7 6 8
## [2737] 7 5 8 7 7 4 7 9 8 7 6 7 6 8 8 6 8 6 8 9 5 7 6 8
## [2761] 5 9 7 7 8 5 7 7 6 8 6 4 10 7 6 8 8 4 9 7 7 8 6 8
## [2785] 5 7 8 6 5 9 6 7 5 8 9 8 6 6 8 9 7 5 4 12 7 7 7 8
## [2809] 3 9 9 7 6 7 6 7 6 8 8 7 6 8 6 8 7 6 8 6 7 7 7 8
## [2833] 7 7 4 9 7 7 8 6 7 5 8 7 8 8 6 7 7 8 3 9 7 6 7 5
## [2857] 10 7 7 7 6 7 7 7 10 5 8 6 6 6 7 7 8 7 8 5 7 7 8 7
## [2881] 8 6 8 7 7 6 4 10 4 11 4 9 7 7 8 8 6 5 9 7 8 6 8 7
## [2905] 8 6 8 7 8 6 7 7 8 6 6 8 6 8 6 8 5 9 6 7 6 8 7 7
## [2929] 5 8 6 8 7 9 7 7 5 5 8 7 8 6 4 8 8 7 7 7 7 8 7 7
## [2953] 7 7 6 8 8 6 6 7 8 7 8 5 5 9 6 6 7 7 8 8 6 6 7 6
## [2977] 9 6 7 8 5 9 5 8 6 9 7 6 8 7 5 9 7 6 7 8 6 7 6 9
## [3001] 5 7 7 8 7 6 7 7 8 6 7 6 9 5 4 8 9 6 7 8 7 9 6 6
## [3025] 6 7 9 5 7 6 9 7 7 6 8 6 7 7 7 9 7 6 6 9 6 7 6 7
## [3049] 5 8 8 6 6 6 7 9 5 7 7 7 6 8 7 7 7 5 8 6 9 8 6 7
## [3073] 7 8 5 7 6 10 6 7 6 7 8 7 5 7 7 9 7 5 8 7 6 7 7 7
## [3097] 7 5 8 8 6 7 7 8 7 7 6 5 8 7 7 8 5 8 4 6 8 9 8 6
## [3121] 9 5 9 6 5 9 8 7 5 7 8 7 7 9 7 8 7 8 6 6 8 7 8 7
## [3145] 6 6 8 7 7 6 5 8 7 7 5 7 9 6 8 7 7 6 8 4 9 7 7 6
## [3169] 6 6 8 8 7 6 9 7 8 7 8 7 6 8 5 5 9 4 10 6 8 7 7 7
## [3193] 7 7 6 7 7 7 7 5 7 6 7 8 7 6 8 7 5 8 8 8 8 5 7 5
## [3217] 11 6 7 8 6 8 8 6 9 6 8 8 7 6 6 6 8 7 8 6 7 7 7 8
## [3241] 5 7 7 7 8 6 7 7 7 8 4 9 7 7 7 7 7 7 6 7 7 6 8 8
## [3265] 7 9 5 7 10 4 9 6 7 6 7 7 8 7 6 8 8 6 6 8 8 7 7 7
## [3289] 7 8 7 6 6 7 7 9 9 6 6 8 7 8 1 11 6 9 7 6 7 8 7 5
## [3313] 8 7 7 7 8 5 8 8 5 7 7 6 9 5 9 7 6 7 8 6 6 6 8 8
## [3337] 6 8 6 9 7 5 9 7 7 8 6 6 7 4 10 7 5 6 9 6 8 7 9 6
## [3361] 7 7 8 6 8 7 6 6 9 7 8 6 9 3 8 6 7 8 7 8 6 6 9 6
## [3385] 7 6 7 6 9 5 8 7 8 7 7 9 5 8 7 7 7 7 7 6 6 7 8 7
## [3409] 6 7 6 8 7 7 6 9 5 7 9 6 7 7 6 8 7 7 4 6 9 7 6 7
## [3433] 7 7 8 7 6 4 9 7 7 7 8 6 6 6 4 11 7 7 8 5 7 9 7 4
## [3457] 9 6 8 8 5 8 7 7 9 7 8 8 7 4 8 7 8 7 7 4 7 8 6 7
## [3481] 5 6 9 8 6 9 7 5 5 10 7 9 6 7 7 5 6 8 7 7 5 6 8 8
## [3505] 6 8 7 7 7 5 7 8 9 4 9 7 7 7 7 6 9 5 6 9 8 6 7 8
## [3529] 7 7 8 7 5 5 8 7 7 8 7 6 10 6 7 7 7 7 9 3 9 8 8 8
## [3553] 7 5 8 8 5 8 6 11 5 8 6 7 7 6 4 8 10 7 5 10 7 8 6 7
## [3577] 6 7 5 6 8 9 7 7 6 7 7 7 7 8 6 5 6 8 7 7 9 8 6 7
## [3601] 7 7 7 5 7 8 5 8 5 9 6 7 7 9 5 6 8 8 7 8 8 6 8 4
## [3625] 8 7 9 5 7 6 6 7 8 7 4 9 9 7 6 6 6 5 8 8 7 8 7 5
## [3649] 7 11 5 8 2 11 6 4 11 8 5 7 7 7 8 7 4 11 6 5 8 6 6 8
## [3673] 4 9 7 8 6 7 6 8 4 11 5 9 7 7 4 6 8 8 9 5 7 8 7 8
## [3697] 4 6 9 8 7 6 7 5 9 5 8 9 6 8 6 5 7 8 7 6 6 8 7 7
## [3721] 7 7 6 8 7 2 10 7 6 8 7 8 6 8 6 7 7 8 6 9 7 7 5 7
## [3745] 8 5 10 6 5 8 5 10 7 7 7 6 8 5 7 8 6 8 7 7 7 5 9 9
## [3769] 5 8 6 7 8 7 6 7 9 7 6 8 7 7 6 6 7 9 5 7 3 8 9 3
## [3793] 12 3 11 5 7 7 8 8 5 7 9 7 6 8 6 7 7 7 7 5 8 7 7 6
## [3817] 9 7 7 7 7 8 4 10 6 5 6 9 7 8 3 8 7 8 7 6 8 8 5 6
## [3841] 9 7 7 6 8 7 7 7 7 7 7 7 7 6 9 5 8 7 8 5 6 6 8 9
## [3865] 8 7 6 5 6 9 7 6 7 5 10 7 6 6 7 6 7 9 7 5 7 8 6 6
## [3889] 8 7 8 5 7 8 7 8 5 6 6 7 4 10 6 6 9 7 7 7 7 6 6 8
## [3913] 9 3 11 7 5 8 5 8 8 8 7 6 6 8 8 6 6 5 10 7 7 7 7 8
## [3937] 7 8 8 5 5 8 7 6 6 8 5 8 9 5 9 6 6 8 6 8 6 8 6 5
## [3961] 6 8 9 5 9 8 7 5 8 6 8 8 5 9 7 7 6 8 6 7 8 7 7 6
## [3985] 6 10 6 7 2 12 7 6 6 7 7 8 8 8 6 8 6 7 8 6 7 7 7 7
## [4009] 7 9 7 5 9 4 7 7 7 7 9 4 9 7 7 7 5 8 8 7 6 7 7 7
## [4033] 8 6 6 9 8 7 9 4 7 8 7 6 8 4 9 8 4 9 6 8 8 7 8 4
## [4057] 7 8 5 8 8 5 6 6 10 7 6 7 9 6 7 7 6 8 7 5 7 8 8 6
## [4081] 6 8 6 7 7 8 8 4 9 8 7 8 7 9 3 9 5 9 5 5 7 7 7 8
## [4105] 5 8 6 6 8 7 8 7 6 9 5 7 6 7 9 7 7 7 5 9 6 6 8 9
## [4129] 5 6 10 6 6 6 8 7 6 7 7 7 6 9 8 5 5 9 6 7 8 8 7 6
## [4153] 9 7 5 9 7 6 3 8 9 8 3 8 9 6 10 6 8 6 5 9 7 7 7 3
## [4177] 9 7 7 8 6 8 6 7 8 4 4 10 10 6 7 6 8 7 8 5 7 7 6 6
## [4201] 8 5 5 5 10 8 8 6 7 6 9 7 8 4 9 5 8 7 8 7 7 7 8 6
## [4225] 8 6 7 4 8 5 10 8 7 7 7 7 7 5 7 9 7 7 7 7 6 6 7 7
## [4249] 8 7 8 5 7 6 7 7 9 8 4 7 7 10 5 8 7 7 7 6 7 6 9 7
## [4273] 6 7 5 10 5 9 6 7 6 5 6 8 9 7 8 6 7 8 7 6 6 7 7 4
## [4297] 10 7 7 7 8 8 6 5 8 7 5 8 6 8 7 8 8 7 7 6 7 7 6 8
## [4321] 7 6 7 7 7 8 7 8 5 8 8 7 6 5 8 8 6 6 9 6 6 8 7 4
## [4345] 10 6 7 6 8 8 7 8 5 6 7 7 6 7 7 7 6 6 8 7 6 8 6 7
## [4369] 9 7 5 9 7 7 7 6 8 6 8 6 6 7 9 5 9 8 5 9 7 6 7 7
## [4393] 8 9 5 7 6 7 9 7 4 8 8 5 8 6 7 9 6 6 9 8 5 6 7 7
## [4417] 8 8 6 7 6 9 7 7 5 8 5 7 8 7 6 9 8 7 7 6 8 7 7 2
## [4441] 10 9 6 6 7 5 9 7 8 4 9 5 8 10 1 10 8 6 8 7 7 6 7 6
## [4465] 7 8 7 5 7 10 7 6 7 8 5 7 9 6 6 5 8 6 10 3 10 8 6 7
## [4489] 7 8 5 7 7 9 6 6 8 7 5 10 6 9 6 5 8 8 9 5 7 4 8 7
## [4513] 6 8 6 9 8 6 6 8 7 8 6 6 8 5 8 6 7 8 6 7 7 8 7 5
## [4537] 7 9 7 6 6 6 7 7 7 6 6 10 9 6 3 10 10 7 6 5 8 8 7 6
## [4561] 5 7 6 4 9 9 8 6 7 8 5 9 4 8 8 7 6 6 3 11 9 9 5 6
## [4585] 10 6 3 6 11 9 6 6 4 10 8 7 7 7 8 7 5 7 8 7 4 8 7 7
## [4609] 7 7 8 7 7 5 8 7 8 6 7 6 9 6 6 10 5 6 7 8 7 7 7 6
## [4633] 7 8 9 5 8 5 8 7 6 8 5 7 7 5 10 6 8 7 5 8 6 8 8 7
## [4657] 5 8 7 6 8 5 7 8 6 7 7 6 8 8 7 7 8 7 8 7 7 7 5 7
## [4681] 7 7 6 8 8 6 8 8 6 8 4 8 7 8 5 8 8 8 6 9 6 6 6 9
## [4705] 5 7 8 7 8 7 6 7 6 7 5 7 7 7 7 7 7 7 7 4 10 6 8 6
## [4729] 7 6 7 7 7 8 8 7 5 8 7 9 7 7 7 6 7 4 8 8 6 8 5 9
## [4753] 6 7 8 6 6 7 10 8 5 7 7 7 8 7 7 7 7 7 5 9 7 8 6 6
## [4777] 8 7 7 7 6 7 7 8 6 7 7 6 6 11 4 6 8 6 9 6 7 6 8 4
## [4801] 7 10 6 7 7 7 8 7 5 8 8 5 8 7 6 8 5 7 7 6 8 6 8 6
## [4825] 7 7 6 5 9 8 7 6 6 7 8 7 7 6 7 8 5 7 7 7 7 9 5 8
## [4849] 6 7 8 7 5 7 6 8 7 8 6 7 6 8 7 7 5 8 7 7 5 7 8 8
## [4873] 7 4 9 8 6 8 5 5 10 5 10 7 5 7 8 7 6 7 6 7 8 9 5 8
## [4897] 7 7 8 5 7 6 9 6 6 7 8 7 6 8 7 7 4 7 9 8 7 5 7 8
## [4921] 5 7 7 9 7 6 8 6 6 8 7 7 7 4 8 6 8 5 8 6 8 8 7 7
## [4945] 7 7 7 7 6 6 8 7 7 7 7 7 6 8 7 7 7 6 8 4 9 4 10 3
## [4969] 11 7 7 7 7 7 6 9 7 7 7 6 9 7 7 7 7 7 7 8 7 7 7 6
## [4993] 7 7 6 7 8 8 4 7 9 7 5 10 7 7 7 7 7 7 7 7 6 7 7 7
## [5017] 7 7 7 7 6 8 7 7 6 7 8 7 7 4 9 8 7 7 9 7 7 7 8 6
## [5041] 7 7 7 7 7 7 7 8 6 7 7 7 7 7 7 6 7 7 6 7 7 7 7 8
## [5065] 6 7 7 7 6 9 6 7 7 6 9 7 7 7 7 7 7 7 7 4 8 7 7 7
## [5089] 7 7 7 8 6 7 7 6 8 7 7 7 7 7 6 7 7 7 7 7 7 7 7 6
## [5113] 8 6 7 8 7 9 12 3 6 6 7 7 7 6 8 7 6 6 8 5 7 8 6 8
## [5137] 6 7 7 7 8 5 8 4 10 8 7 5 8 7 7 9 6 7 6 8 5 9 7 8
## [5161] 6 7 6 8 7 5 6 9 7 7 7 6 7 6 8 8 6 8 7 8 7 6 7 7
## [5185] 5 6 8 7 8 7 6 7 7 6 8 7 7 7 7 7 7 5 9 5 8 7 5 8
## [5209] 5 9 8 7 6 8 6 8 7 7 7 7 6 7 7 6 7 8 5 6 9 7 7 6
## [5233] 7 6 6 9 3 11 8 7 7 8 7 6 7 9 7 6 7 9 7 7 7 4 8 8
## [5257] 8 6 5 6 5 9 7 8 7 5 4 9 7 5 8 7 8 7 7 8 5 6 6 10
## [5281] 6 4 8 8 6 8 7 8 7 5 8 12 3 8 6 5 9 7 6 7 7 8 6 7
## [5305] 7 7 6 7 6 10 5 8 7 8 6 7 8 6 8 4 4 7 9 6 10 5 8 7
## [5329] 7 9 5 8 8 7 7 7 7 6 7 5 8 6 6 7 7 8 6 8 7 8 7 6
## [5353] 7 7 5 8 9 5 8 7 6 10 7 5 7 8 8 6 7 5 10 7 7 5 7 8
## [5377] 8 4 8 10 7 7 8 6 7 7 8 7 6 9 4 9 7 7 8 6 6 7 6 8
## [5401] 7 7 7 7 7 8 7 6 8 7 8 6 7 7 5 7 8 7 7 7 6 6 7 7
## [5425] 7 6 7 9 7 7 6 6 7 7 7 9 6 9 6 6 8 4 8 7 7 8 6 7
## [5449] 8 7 5 8 7 8 7 6 7 6 8 5 8 5 9 6 7 7 6 7 7 7 7 7
## [5473] 7 8 6 8 7 5 8 8 6 8 7 7 7 7 7 8 5 7 8 7 5 8 9 6
## [5497] 5 7 6 8 7 6 8 7 8 6 7 6 8 5 7 5 9 7 7 6 9 7 7 5
## [5521] 8 7 7 7 7 7 7 7 7 7 7 6 8 7 7 7 7 7 7 7 7 7 7 7
## [5545] 7 8 6 5 7 8 7 7 9 5 8 7 6 9 5 7 6 7 6 7 8 7 6 7
## [5569] 5 9 7 6 8 8 6 7 6 7 8 8 6 7 6 6 8 9 6 6 8 6 8 6
## [5593] 8 7 5 8 8 7 7 8 7 7 7 7 7 6 7 7 9 6 8 5 8 6 8 5
## [5617] 8 7 8 7 5 8 8 6 7 6 8 8 6 4 9 8 8 6 7 7 7 8 6 7
## [5641] 4 9 6 8 6 9 5 8 4 8 7 6 6 8 6 9 7 5 8 8 7 9 8 5
## [5665] 5 9 7 7 8 6 6 6 7 6 8 7 8 5 9 5 8 6 8 6 7 7 7 9
## [5689] 8 5 6 5 11 7 6 7 6 8 8 6 9 4 8 7 7 7 7 6 7 7 6 7
## [5713] 8 9 4 10 7 7 6 8 5 8 8 7 8 7 8 5 7 5 8 7 7 7 6 5
## [5737] 9 9 7 7 6 7 7 6 7 7 9 5 9 6 8 7 6 9 6 6 8 7 5 8
## [5761] 7 8 8 6 7 8 7 7 7 7 7 6 5 6 6 6 9 7 6 9 8 6 8 6
## [5785] 8 7 7 7 7 7 8 7 5 8 7 7 7 5 8 8 6 7 7 6 8 8 7 7
## [5809] 8 5 8 7 5 9 5 6 9 7 8 8 6 7 7 4 7 6 8 8 6 8 7 7
## [5833] 7 6 8 8 5 8 7 8 4 7 8 7 7 8 7 7 5 8 8 7 6 7 4 10
## [5857] 7 5 6 7 8 8 6 6 8 6 8 7 4 9 7 5 9 8 8 6 10 7 7 6
## [5881] 6 6 7 8 6 5 7 7 8 6 7 7 5 8 7 6 8 10 5 4 8 6 9 7
## [5905] 7 7 8 7 7 7 6 6 8 7 9 4 7 8 8 6 7 7 7 6 8 8 7 4
## [5929] 10 6 8 7 7 8 7 7 5 9 7 7 6 7 7 6 7 8 6 7 8 8 5 8
## [5953] 6 6 9 5 7 8 8 6 6 9 6 8 6 6 7 7 7 7 6 9 7 7 2 9
## [5977] 6 11 7 4 8 10 7 6 9 8 4 7 9 7 7 7 5 6 12 5 6 5 9 7
## [6001] 7 7 9 4 7 6 9 8 6 6 8 8 4 7 8 6 9 6 5 10 7 7 7 8
## [6025] 5 7 8 7 6 7 8 6 7 6 8 6 11 5 4 7 7 7 6 8 9 6 6 8
## [6049] 6 5 8 9 9 7 6 6 6 8 9 5 8 8 7 5 6 6 7 9 10 2 7 9
## [6073] 5 8 8 7 8 7 8 5 8 7 6 10 7 8 6 5 9 6 8 7 5 6 8 9
## [6097] 7 6 7 7 7 8 7 6 8 5 7 7 6 5 10 6 7 8 7 6 6 7 6 7
## [6121] 9 7 6 7 8 7 7 7 7 9 3 8 7 8 7 6 8 6 8 6 9 7 7 8
## [6145] 7 6 8 7 6 7 7 6 8 7 8 6 6 7 7 6 7 7 6 8 8 7 5 7
## [6169] 6 10 8 5 7 7 7 6 9 3 11 6 8 6 8 5 7 4 10 8 7 6 8 8
## [6193] 7 5 7 8 6 6 7 7 9 5 7 6 5 10 6 6 6 7 7 7 6 6 6 6
## [6217] 8 9 7 5 9 5 9 4 9 7 6 8 8 8 6 9 7 6 6 8 7 8 5 6
## [6241] 7 8 6 8 7 6 6 8 7 5 8 8 7 6 8 5 8 3 11 6 7 6 8 5
## [6265] 8 7 7 4 9 7 14 1 8 7 8 5 7 6 8 6 7 9 6 5 6 10 6 7
## [6289] 5 11 5 7 9 5 9 7 5 7 9 4 8 4 9 6 5 11 7 8 6 7 8 5
## [6313] 8 7 6 6 4 10 7 8 6 7 8 6 7 7 6 9 7 5 8 7 7 6 7 4
## [6337] 8 8 4 9 6 6 9 7 5 9 8 5 6 9 9 7 5 7 8 8 6 5 9 7
## [6361] 5 7 7 9 8 6 7 7 7 7 5 8 7 6 9 4 6 8 6 7 6 7 8 5
## [6385] 7 8 7 7 9 5 6 7 7 7 8 7 8 7 5 6 6 9 8 6 8 8 9 6
## [6409] 5 3 10 8 7 7 8 6 7 9 6 7 5 7 9 7 7 6 8 8 6 5 7 8
## [6433] 6 8 7 8 7 7 6 8 7 7 8 5 7 8 5 8 7 7 7 8 5 7 5 7
## [6457] 9 7 8 5 9 4 8 6 11 7 6 7 7 8 4 9 8 7 7 8 7 6 7 8
## [6481] 7 6 7 7 8 5 7 7 7 6 8 6 8 5 7 8 7 7 6 8 7 7 8 7
## [6505] 7 7 7 7 7 6 7 8 7 6 6 8 6 7 6 7 6 9 6 7 7 7 6 5
## [6529] 9 6 7 6 8 7 5 8 4 9 8 8 6 7 6 7 7 6 8 7 8 7 7 7
## [6553] 7 7 5 7 8 7 7 6 7 9 8 7 6 6 5 8 8 6 7 6 7 8 8 5
## [6577] 8 6 7 8 7 6 8 7 7 8 7 6 6 6 9 7 6 7 7 9 7 6 7 6
## [6601] 4 9 11 4 6 8 7 8 7 6 7 7 6 7 8 6 6 8 6 6 8 7 7 6
## [6625] 9 6 8 8 5 8 8 7 5 8 7 7 6 7 7 8 7 7 7 7 7 7 6 7
## [6649] 5 8 9 6 7 8 6 8 6 7 6 6 9 6 6 8 5 7 8 9 5 7 8 6
## [6673] 7 7 7 7 7 7 5 9 6 8 6 5 8 9 5 7 7 8 6 6 6 10 6 9
## [6697] 5 9 6 8 7 7 6 7 6 7 6 9 8 6 5 8 6 6 7 8 5 10 6 3
## [6721] 10 6 10 5 7 6 7 8 8 7 4 6 6 9 6 7 8 7 7 8 7 8 5 7
## [6745] 7 8 7 7 7 7 7 5 6 9 4 7 9 8 7 6 6 7 6 8 7 8 6 8
## [6769] 7 5 8 5 11 5 8 6 7 6 8 9 6 7 7 7 6 9 6 7 7 7 8 6
## [6793] 7 9 6 8 7 5 7 8 7 7 7 5 8 8 7 8 6 8 7 5 10 5 7 9
## [6817] 6 6 8 7 7 7 8 7 6 5 7 8 7 7 8 8 6 8 7 6 7 7 7 5
## [6841] 8 6 8 6 7 8 9 4 8 5 7 10 6 8 6 9 5 8 8 6 7 6 8 9
## [6865] 6 7 7 8 6 7 7 6 6 8 8 7 6 7 6 7 7 8 7 6 9 6 6 9
## [6889] 6 7 7 7 10 5 8 6 6 9 7 6 7 6 6 8 8 6 8 6 7 8 5 8
## [6913] 7 7 7 7 5 7 8 7 5 9 7 7 8 7 7 7 7 6 8 7 6 8 6 6
## [6937] 8 7 6 6 10 7 8 4 9 7 6 8 5 8 8 8 6 6 10 5 8 7 6 8
## [6961] 5 6 10 6 7 7 7 7 4 9 8 7 7 8 6 5 8 7 7 8 7 7 6 9
## [6985] 5 7 7 7 7 6 8 8 6 7 7 5 9 8 4 9 6 4 11 7 6 8 7 7
## [7009] 8 5 8 3 10 8 6 5 9 5 8 7 8 7 14 1 7 7 8 6 7 5 9 5
## [7033] 9 6 7 7 3 10 7 5 9 9 6 7 6 9 8 5 7 9 6 5 7 7 6 7
## [7057] 8 6 7 7 7 7 7 7 7 6 5 8 7 10 6 7 7 5 8 8 7 4 8 7
## [7081] 5 10 7 7 6 6 7 4 9 7 7 6 7 7 7 7 7 8 7 6 7 8 6 9
## [7105] 5 5 8 6 8 6 8 9 6 8 4 8 9 4 9 6 8 8 5 6 6 7 9 6
## [7129] 6 7 7 6 7 9 8 6 7 8 8 5 9 5 9 7 7 6 8 7 8 4 9 7
## [7153] 8 5 7 8 7 7 9 7 5 6 8 7 8 6 7 7 8 5 8 9 7 5 9 6
## [7177] 6 5 8 8 7 3 8 10 7 7 8 5 4 7 10 7 8 5 8 7 8 7 7 7
## [7201] 7 7 7 7 7 7 7 7 7 7 5 6 9 9 5 6 9 6 8 6 7 8 7 7
## [7225] 7 7 7 7 7 7 7 7 8 6 9 7 7 6 7 7 9 5 7 6 7 4 10 7
## [7249] 8 7 5 6 10 8 7 5 7 7 7 6 5 8 6 8 6 8 6 7 8 6 7 8
## [7273] 5 9 6 7 6 10 5 7 7 6 10 6 4 8 9 6 9 4 7 9 7 8 5 7
## [7297] 6 6 8 10 4 8 9 5 5 9 8 5 7 7 8 5 8 7 6 7 7 7 6 9
## [7321] 5 8 8 9 6 6 5 10 5 7 8 7 6 7 6 9 5 7 9 5 7 8 8 7
## [7345] 6 7 7 7 8 7 7 5 9 5 7 8 6 7 5 8 8 7 7 8 7 5 6 9
## [7369] 6 7 7 7 9 6 9 4 8 8 7 5 9 6 9 6 8 5 8 6 6 7 8 7
## [7393] 7 7 7 7 9 10 5 6 6 7 5 9 5 7 8 5 7 9 7 7 7 7 6 7
## [7417] 8 8 8 6 6 8 6 7 8 5 8 7 5 5 6 8 8 8 9 7 6 7 4 7
## [7441] 8 7 8 6 6 8 7 7 7 8 6 7 8 6 6 9 7 7 6 7 8 7 8 6
## [7465] 7 7 5 7 6 10 5 7 5 8 8 5 9 8 6 7 5 7 7 4 8 8 6 7
## [7489] 8 7 4 10 5 8 8 5 6 9 7 5 8 6 10 8 6 6 7 8 9 5 9 6
## [7513] 8 6 9 5 6 9 5 7 7 14 2 9 5 6 7 6 6 9 6 8 5 8 6 7
## [7537] 7 9 7 6 8 6 6 6 9 6 10 6 7 4 9 5 9 7 5 6 8 7 8 6
## [7561] 7 6 7 8 9 7 4 6 6 5 12 8 7 7 7 6 8 5 8 6 8 6 8 8
## [7585] 7 6 7 7 8 6 5 10 8 5 8 5 9 8 6 8 5 5 9 8 6 6 7 7
## [7609] 8 6 8 7 6 6 8 7 6 8 7 7 6 7 6 5 9 6 8 7 6 7 9 7
## [7633] 7 7 5 5 8 8 5 9 8 6 9 7 7 6 9 5 7 8 6 6 7 8 7 8
## [7657] 6 7 4 10 4 10 7 8 8 6 6 6 7 6 7 7 5 9 7 7 7 9 7 6
## [7681] 6 10 6 6 6 7 7 7 7 6 8 9 7 6 7 7 6 8 6 6 6 7 6 9
## [7705] 7 6 6 6 7 7 8 5 8 8 5 8 9 7 7 9 5 6 7 9 6 8 6 7
## [7729] 8 7 7 7 6 6 6 7 10 6 6 6 5 7 8 8 7 5 5 8 7 8 7 7
## [7753] 7 7 5 8 8 6 7 8 4 8 7 7 7 8 6 6 7 8 6 8 9 6 6 5
## [7777] 10 6 7 8 8 5 9 5 7 7 7 8 6 8 6 8 7 7 7 8 5 7 8 7
## [7801] 8 5 6 9 7 6 6 8 7 6 8 7 7 6 7 5 8 8 7 7 7 7 6 8
## [7825] 6 7 7 7 7 7 7 7 5 8 7 8 5 8 6 8 7 6 7 8 7 8 6 7
## [7849] 7 8 8 6 8 7 7 9 3 6 8 6 9 8 5 7 5 9 7 5 7 9 6 7
## [7873] 6 7 7 7 7 7 8 5 6 9 7 8 7 5 6 8 5 8 6 8 8 7 7 5
## [7897] 7 8 8 7 7 5 8 7 6 6 8 6 9 7 6 7 9 7 6 6 8 6 7 7
## [7921] 7 7 7 7 7 4 6 10 7 8 6 7 7 6 8 9 7 6 8 8 7 6 8 6
## [7945] 7 5 8 6 8 7 6 6 7 8 7 7 8 6 7 8 5 9 9 5 9 7 8 7
## [7969] 7 6 7 7 6 7 8 7 8 6 7 7 6 8 7 7 6 8 7 7 8 6 5 10
## [7993] 5 7 8 4 8 7 7 6 7 7 7 6 8 6 7 8 7 8 6 8 6 6 7 7
## [8017] 7 8 6 10 6 7 7 7 7 7 7 8 5 8 5 8 8 8 7 7 8 6 7 7
## [8041] 8 5 6 7 8 7 8 7 8 6 7 7 6 7 8 6 6 7 7 7 5 8 8 8
## [8065] 7 6 5 8 7 8 7 8 6 6 7 8 4 8 10 6 7 7 8 8 6 7 6 6
## [8089] 7 7 6 7 7 6 8 7 5 10 7 6 7 5 8 6 6 8 6 8 7 7 5 9
## [8113] 6 6 8 7 7 7 6 8 7 7 7 7 6 6 7 8 5 8 7 9 8 7 7 6
## [8137] 7 5 8 6 7 8 7 7 7 7 8 7 7 6 7 7 7 6 8 9 6 5 7 9
## [8161] 7 6 9 5 6 12 5 8 6 6 6 7 7 8 6 7 7 7 5 11 6 6 7 8
## [8185] 3 8 8 8 5 7 7 10 6 5 7 4 10 4 12 6 7 6 6 9 6 7 7 8
## [8209] 6 6 8 6 6 7 8 8 6 6 7 7 7 5 8 7 8 5 7 7 7 8 5 8
## [8233] 7 10 7 7 8 6 6 7 7 7 7 8 7 7 7 8 6 7 8 5 7 6 7 7
## [8257] 8 7 7 7 7 6 5 8 9 7 6 7 7 6 8 6 8 7 6 7 6 8 8 5
## [8281] 7 9 6 6 7 7 8 6 9 6 7 7 7 8 7 7 6 6 7 7 7 7 8 6
## [8305] 6 9 7 5 8 8 7 7 7 8 6 7 5 9 7 8 5 7 9 6 5 8 8 6
## [8329] 7 7 7 7 5 8 7 8 9 7 6 5 8 4 11 7 7 8 7 7 7 7 7 7
## [8353] 7 7 6 6 6 6 9 8 5 4 8 5 8 5 10 6 8 7 6 7 9 6 7 9
## [8377] 6 8 7 7 6 7 8 6 7 8 5 5 10 7 4 10 7 7 7 6 8 5 7 9
## [8401] 6 7 4 8 8 8 7 7 7 7 8 6 7 6 6 8 7 7 2 12 8 7 6 9
## [8425] 6 6 8 7 7 7 7 7 5 5 6 9 6 9 8 6 5 9 7 8 4 9 8 7
## [8449] 8 7 7 7 6 6 7 7 7 9 4 10 6 6 7 8 6 7 7 5 4 12 9 3
## [8473] 11 8 5 8 8 5 8 6 6 6 7 8 6 6 7 8 7 8 6 7 6 7 9 7
## [8497] 6 6 7 6 7 7 8 6 7 7 8 7 8 6 5 6 9 6 8 8 6 5 3 11
## [8521] 8 6 8 6 8 5 10 7 7 5 8 7 7 7 4 10 8 8 7 7 7 4 7 8
## [8545] 8 5 8 5 10 8 7 5 6 7 6 9 7 8 6 7 7 7 6 8 7 7 5 9
## [8569] 7 7 7 6 5 7 7 10 7 10 5 6 5 7 10 4 7 10 9
Mencari nilai FLR & FLRG
flr <- data.frame(current_state=0, next_state=0)
for(i in 1: length(fuzifikasi)){
if(i < length(fuzifikasi)){
flr[i,]=c(fuzifikasi[i],fuzifikasi[i+1])
}
else{
flr[i,]=c(fuzifikasi[i],0)
}
}
flr
## current_state next_state
## 1 7 7
## 2 7 7
## 3 7 6
## 4 6 7
## 5 7 9
## 6 9 7
## 7 7 7
## 8 7 7
## 9 7 5
## 10 5 9
## 11 9 7
## 12 7 7
## 13 7 6
## 14 6 6
## 15 6 9
## 16 9 7
## 17 7 5
## 18 5 8
## 19 8 7
## 20 7 6
## 21 6 7
## 22 7 5
## 23 5 6
## 24 6 8
## 25 8 9
## 26 9 7
## 27 7 7
## 28 7 5
## 29 5 7
## 30 7 6
## 31 6 8
## 32 8 6
## 33 6 8
## 34 8 8
## 35 8 6
## 36 6 8
## 37 8 7
## 38 7 8
## 39 8 5
## 40 5 6
## 41 6 8
## 42 8 8
## 43 8 7
## 44 7 8
## 45 8 7
## 46 7 7
## 47 7 7
## 48 7 5
## 49 5 10
## 50 10 6
## 51 6 5
## 52 5 7
## 53 7 8
## 54 8 6
## 55 6 9
## 56 9 7
## 57 7 8
## 58 8 8
## 59 8 4
## 60 4 9
## 61 9 5
## 62 5 8
## 63 8 7
## 64 7 6
## 65 6 7
## 66 7 7
## 67 7 7
## 68 7 8
## 69 8 7
## 70 7 8
## 71 8 4
## 72 4 7
## 73 7 8
## 74 8 7
## 75 7 8
## 76 8 6
## 77 6 7
## 78 7 7
## 79 7 7
## 80 7 7
## 81 7 7
## 82 7 6
## 83 6 9
## 84 9 5
## 85 5 7
## 86 7 7
## 87 7 6
## 88 6 9
## 89 9 7
## 90 7 7
## 91 7 7
## 92 7 6
## 93 6 8
## 94 8 6
## 95 6 8
## 96 8 6
## 97 6 6
## 98 6 6
## 99 6 7
## 100 7 7
## 101 7 8
## 102 8 7
## 103 7 6
## 104 6 7
## 105 7 8
## 106 8 7
## 107 7 6
## 108 6 8
## 109 8 8
## 110 8 4
## 111 4 9
## 112 9 5
## 113 5 7
## 114 7 6
## 115 6 8
## 116 8 7
## 117 7 6
## 118 6 7
## 119 7 7
## 120 7 8
## 121 8 7
## 122 7 7
## 123 7 7
## 124 7 9
## 125 9 5
## 126 5 9
## 127 9 6
## 128 6 8
## 129 8 8
## 130 8 6
## 131 6 7
## 132 7 6
## 133 6 8
## 134 8 5
## 135 5 9
## 136 9 5
## 137 5 7
## 138 7 9
## 139 9 6
## 140 6 6
## 141 6 7
## 142 7 5
## 143 5 6
## 144 6 9
## 145 9 8
## 146 8 6
## 147 6 4
## 148 4 7
## 149 7 7
## 150 7 8
## 151 8 8
## 152 8 6
## 153 6 7
## 154 7 7
## 155 7 5
## 156 5 9
## 157 9 5
## 158 5 8
## 159 8 7
## 160 7 7
## 161 7 9
## 162 9 7
## 163 7 6
## 164 6 4
## 165 4 10
## 166 10 7
## 167 7 5
## 168 5 9
## 169 9 6
## 170 6 4
## 171 4 9
## 172 9 10
## 173 10 6
## 174 6 7
## 175 7 6
## 176 6 9
## 177 9 7
## 178 7 5
## 179 5 8
## 180 8 5
## 181 5 6
## 182 6 8
## 183 8 5
## 184 5 6
## 185 6 12
## 186 12 7
## 187 7 7
## 188 7 6
## 189 6 6
## 190 6 7
## 191 7 7
## 192 7 9
## 193 9 7
## 194 7 6
## 195 6 7
## 196 7 5
## 197 5 7
## 198 7 6
## 199 6 9
## 200 9 7
## 201 7 5
## 202 5 5
## 203 5 9
## 204 9 8
## 205 8 6
## 206 6 6
## 207 6 8
## 208 8 7
## 209 7 6
## 210 6 8
## 211 8 6
## 212 6 7
## 213 7 7
## 214 7 7
## 215 7 9
## 216 9 7
## 217 7 7
## 218 7 8
## 219 8 6
## 220 6 7
## 221 7 6
## 222 6 5
## 223 5 8
## 224 8 10
## 225 10 7
## 226 7 6
## 227 6 7
## 228 7 7
## 229 7 7
## 230 7 7
## 231 7 5
## 232 5 7
## 233 7 8
## 234 8 7
## 235 7 7
## 236 7 7
## 237 7 7
## 238 7 7
## 239 7 9
## 240 9 6
## 241 6 6
## 242 6 5
## 243 5 8
## 244 8 8
## 245 8 6
## 246 6 9
## 247 9 6
## 248 6 7
## 249 7 6
## 250 6 5
## 251 5 8
## 252 8 8
## 253 8 7
## 254 7 7
## 255 7 6
## 256 6 8
## 257 8 7
## 258 7 7
## 259 7 8
## 260 8 6
## 261 6 6
## 262 6 6
## 263 6 6
## 264 6 7
## 265 7 8
## 266 8 9
## 267 9 6
## 268 6 7
## 269 7 7
## 270 7 5
## 271 5 5
## 272 5 9
## 273 9 9
## 274 9 6
## 275 6 7
## 276 7 8
## 277 8 6
## 278 6 7
## 279 7 6
## 280 6 7
## 281 7 8
## 282 8 8
## 283 8 7
## 284 7 6
## 285 6 9
## 286 9 5
## 287 5 10
## 288 10 6
## 289 6 4
## 290 4 8
## 291 8 8
## 292 8 8
## 293 8 7
## 294 7 5
## 295 5 9
## 296 9 7
## 297 7 9
## 298 9 7
## 299 7 7
## 300 7 5
## 301 5 6
## 302 6 8
## 303 8 5
## 304 5 4
## 305 4 11
## 306 11 7
## 307 7 7
## 308 7 7
## 309 7 6
## 310 6 7
## 311 7 7
## 312 7 6
## 313 6 6
## 314 6 7
## 315 7 9
## 316 9 4
## 317 4 8
## 318 8 7
## 319 7 7
## 320 7 8
## 321 8 8
## 322 8 7
## 323 7 6
## 324 6 6
## 325 6 8
## 326 8 9
## 327 9 6
## 328 6 7
## 329 7 8
## 330 8 5
## 331 5 7
## 332 7 8
## 333 8 8
## 334 8 5
## 335 5 7
## 336 7 8
## 337 8 5
## 338 5 7
## 339 7 6
## 340 6 8
## 341 8 7
## 342 7 7
## 343 7 7
## 344 7 5
## 345 5 8
## 346 8 6
## 347 6 7
## 348 7 7
## 349 7 8
## 350 8 4
## 351 4 10
## 352 10 8
## 353 8 5
## 354 5 7
## 355 7 8
## 356 8 7
## 357 7 7
## 358 7 5
## 359 5 7
## 360 7 7
## 361 7 7
## 362 7 8
## 363 8 7
## 364 7 5
## 365 5 8
## 366 8 9
## 367 9 7
## 368 7 8
## 369 8 6
## 370 6 7
## 371 7 6
## 372 6 7
## 373 7 6
## 374 6 8
## 375 8 7
## 376 7 8
## 377 8 5
## 378 5 8
## 379 8 6
## 380 6 7
## 381 7 8
## 382 8 8
## 383 8 6
## 384 6 8
## 385 8 5
## 386 5 8
## 387 8 8
## 388 8 5
## 389 5 7
## 390 7 7
## 391 7 7
## 392 7 7
## 393 7 5
## 394 5 9
## 395 9 8
## 396 8 6
## 397 6 9
## 398 9 5
## 399 5 8
## 400 8 8
## 401 8 7
## 402 7 6
## 403 6 6
## 404 6 9
## 405 9 6
## 406 6 8
## 407 8 5
## 408 5 5
## 409 5 8
## 410 8 7
## 411 7 8
## 412 8 8
## 413 8 6
## 414 6 7
## 415 7 7
## 416 7 6
## 417 6 11
## 418 11 5
## 419 5 8
## 420 8 5
## 421 5 7
## 422 7 6
## 423 6 8
## 424 8 8
## 425 8 4
## 426 4 10
## 427 10 8
## 428 8 7
## 429 7 7
## 430 7 6
## 431 6 6
## 432 6 8
## 433 8 5
## 434 5 7
## 435 7 10
## 436 10 6
## 437 6 5
## 438 5 8
## 439 8 8
## 440 8 7
## 441 7 7
## 442 7 6
## 443 6 8
## 444 8 6
## 445 6 8
## 446 8 5
## 447 5 8
## 448 8 7
## 449 7 6
## 450 6 8
## 451 8 5
## 452 5 7
## 453 7 7
## 454 7 6
## 455 6 8
## 456 8 6
## 457 6 7
## 458 7 7
## 459 7 9
## 460 9 7
## 461 7 5
## 462 5 7
## 463 7 7
## 464 7 9
## 465 9 5
## 466 5 7
## 467 7 6
## 468 6 6
## 469 6 8
## 470 8 7
## 471 7 9
## 472 9 6
## 473 6 7
## 474 7 7
## 475 7 8
## 476 8 6
## 477 6 8
## 478 8 5
## 479 5 6
## 480 6 9
## 481 9 6
## 482 6 9
## 483 9 5
## 484 5 6
## 485 6 7
## 486 7 8
## 487 8 10
## 488 10 4
## 489 4 8
## 490 8 6
## 491 6 6
## 492 6 7
## 493 7 8
## 494 8 7
## 495 7 8
## 496 8 6
## 497 6 8
## 498 8 8
## 499 8 7
## 500 7 7
## 501 7 7
## 502 7 8
## 503 8 6
## 504 6 8
## 505 8 6
## 506 6 7
## 507 7 8
## 508 8 6
## 509 6 7
## 510 7 8
## 511 8 7
## 512 7 7
## 513 7 8
## 514 8 6
## 515 6 7
## 516 7 6
## 517 6 6
## 518 6 9
## 519 9 3
## 520 3 8
## 521 8 8
## 522 8 8
## 523 8 4
## 524 4 9
## 525 9 6
## 526 6 7
## 527 7 6
## 528 6 9
## 529 9 7
## 530 7 8
## 531 8 4
## 532 4 8
## 533 8 5
## 534 5 7
## 535 7 10
## 536 10 6
## 537 6 8
## 538 8 5
## 539 5 8
## 540 8 7
## 541 7 6
## 542 6 9
## 543 9 6
## 544 6 8
## 545 8 7
## 546 7 6
## 547 6 5
## 548 5 7
## 549 7 10
## 550 10 7
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## 7597 9 8
## 7598 8 6
## 7599 6 8
## 7600 8 5
## 7601 5 5
## 7602 5 9
## 7603 9 8
## 7604 8 6
## 7605 6 6
## 7606 6 7
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## 7620 7 6
## 7621 6 7
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## 7626 6 8
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## 7629 6 7
## 7630 7 9
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## 7633 7 7
## 7634 7 5
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## 7642 6 9
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## 7645 7 6
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## 7649 7 8
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## 7657 6 7
## 7658 7 4
## 7659 4 10
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## 7661 4 10
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## 7665 8 6
## 7666 6 6
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## 7672 7 5
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## 8380 7 6
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## 8418 7 2
## 8419 2 12
## 8420 12 8
## 8421 8 7
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## 8456 7 7
## 8457 7 9
## 8458 9 4
## 8459 4 10
## 8460 10 6
## 8461 6 6
## 8462 6 7
## 8463 7 8
## 8464 8 6
## 8465 6 7
## 8466 7 7
## 8467 7 5
## 8468 5 4
## 8469 4 12
## 8470 12 9
## 8471 9 3
## 8472 3 11
## 8473 11 8
## 8474 8 5
## 8475 5 8
## 8476 8 8
## 8477 8 5
## 8478 5 8
## 8479 8 6
## 8480 6 6
## 8481 6 6
## 8482 6 7
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## 8484 8 6
## 8485 6 6
## 8486 6 7
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## 8488 8 7
## 8489 7 8
## 8490 8 6
## 8491 6 7
## 8492 7 6
## 8493 6 7
## 8494 7 9
## 8495 9 7
## 8496 7 6
## 8497 6 6
## 8498 6 7
## 8499 7 6
## 8500 6 7
## 8501 7 7
## 8502 7 8
## 8503 8 6
## 8504 6 7
## 8505 7 7
## 8506 7 8
## 8507 8 7
## 8508 7 8
## 8509 8 6
## 8510 6 5
## 8511 5 6
## 8512 6 9
## 8513 9 6
## 8514 6 8
## 8515 8 8
## 8516 8 6
## 8517 6 5
## 8518 5 3
## 8519 3 11
## 8520 11 8
## 8521 8 6
## 8522 6 8
## 8523 8 6
## 8524 6 8
## 8525 8 5
## 8526 5 10
## 8527 10 7
## 8528 7 7
## 8529 7 5
## 8530 5 8
## 8531 8 7
## 8532 7 7
## 8533 7 7
## 8534 7 4
## 8535 4 10
## 8536 10 8
## 8537 8 8
## 8538 8 7
## 8539 7 7
## 8540 7 7
## 8541 7 4
## 8542 4 7
## 8543 7 8
## 8544 8 8
## 8545 8 5
## 8546 5 8
## 8547 8 5
## 8548 5 10
## 8549 10 8
## 8550 8 7
## 8551 7 5
## 8552 5 6
## 8553 6 7
## 8554 7 6
## 8555 6 9
## 8556 9 7
## 8557 7 8
## 8558 8 6
## 8559 6 7
## 8560 7 7
## 8561 7 7
## 8562 7 6
## 8563 6 8
## 8564 8 7
## 8565 7 7
## 8566 7 5
## 8567 5 9
## 8568 9 7
## 8569 7 7
## 8570 7 7
## 8571 7 6
## 8572 6 5
## 8573 5 7
## 8574 7 7
## 8575 7 10
## 8576 10 7
## 8577 7 10
## 8578 10 5
## 8579 5 6
## 8580 6 5
## 8581 5 7
## 8582 7 10
## 8583 10 4
## 8584 4 7
## 8585 7 10
## 8586 10 9
## 8587 9 0
flrg = list()
for (i in 1:nrow(intervals)){
flrgi=c()
for (j in 1:(length(data)-1)){
if (flr[j,1]==i){
flrgi = c(flrgi,flr[j,2])
}
}
flrg[[i]] = flrgi
}
flrg
## [[1]]
## [1] 11 10 8 7
##
## [[2]]
## [1] 10 10 12 11 10 12 10 9 7 9 12
##
## [[3]]
## [1] 8 5 8 10 9 9 11 8 12 11 8 8 9 11 8 8 10 9 10 9 9 8 9 8 12
## [26] 11 8 11 9 8 8 9 10 10 11 6 11 6 11 8 8 11 11 10 10 10 10 8 6 8
## [51] 11 11
##
## [[4]]
## [1] 9 7 9 7 10 9 8 11 8 10 10 8 9 8 11 11 6 8 10 6 8 11 9 9 9
## [26] 9 8 7 8 9 6 8 7 8 9 8 8 11 7 8 7 6 8 9 8 9 8 9 9 9
## [51] 7 8 7 9 9 9 9 8 8 9 4 10 9 8 8 10 7 8 9 8 10 9 9 8 6
## [76] 6 9 7 10 9 12 9 10 11 9 8 8 6 9 10 9 9 10 6 9 11 9 8 7 9
## [101] 8 8 9 11 11 9 11 6 6 10 10 7 9 7 9 9 7 9 4 10 9 8 7 10 10
## [126] 8 9 8 9 8 10 8 8 10 8 6 7 9 7 8 9 10 7 9 8 10 8 9 8 4
## [151] 7 8 9 8 9 9 8 8 10 7 7 10 9 8 7 10 8 7 7 7 7 10 9 9 8
## [176] 9 10 8 9 6 8 9 9 9 6 6 7 8 9 9 9 11 8 9 8 9 9 7 10 8
## [201] 7 8 8 7 8 10 9 6 10 10 8 6 8 8 10 12 11 8 10 8 9 10 12 10 7
## [226] 7
##
## [[5]]
## [1] 9 8 6 7 6 10 7 8 7 7 9 9 7 6 9 8 9 8 6 6 7 5 9 8 7
## [26] 8 8 5 9 10 9 6 4 7 7 7 8 7 7 8 8 8 7 9 8 5 8 8 7 7
## [51] 8 8 7 7 7 6 6 7 8 7 9 10 7 7 11 9 7 8 8 9 7 6 10 8 7
## [76] 6 5 9 9 6 10 7 7 8 6 9 7 9 7 9 9 6 8 9 10 6 7 9 9 8
## [101] 8 7 8 7 7 3 5 9 8 8 6 6 3 9 7 7 8 4 7 8 10 7 6 7 8
## [126] 7 8 7 9 5 8 10 5 8 7 7 8 8 5 9 7 7 9 7 9 7 9 7 9 7
## [151] 10 8 7 8 8 9 8 7 8 5 9 6 9 10 8 9 9 8 8 7 8 7 9 8 7
## [176] 6 8 10 8 8 7 9 9 10 9 8 8 8 8 9 9 7 8 7 8 9 10 6 8 7
## [201] 9 7 8 8 7 9 7 8 8 8 8 7 9 6 8 11 7 7 7 8 7 7 8 8 9
## [226] 7 9 6 9 7 7 8 9 7 7 8 6 7 7 7 10 7 9 7 8 9 5 11 8 8
## [251] 7 9 7 7 9 8 4 8 10 8 7 9 9 8 5 8 5 9 9 8 9 7 4 7 8
## [276] 7 8 7 7 8 8 8 8 9 9 7 8 7 5 9 7 8 7 11 7 7 8 8 7 9
## [301] 9 6 8 8 7 7 8 6 5 10 6 6 7 6 5 8 8 8 8 10 6 6 7 8 9
## [326] 6 7 8 7 8 7 8 9 7 9 8 7 7 10 8 10 7 9 8 7 7 7 8 6 6
## [351] 8 6 6 10 7 7 6 8 8 10 5 8 8 9 6 9 8 9 9 8 8 6 7 9 5
## [376] 7 8 7 9 6 5 9 9 9 7 5 5 10 8 10 7 7 8 10 9 6 8 8 8 8
## [401] 6 9 9 9 7 8 6 8 7 9 8 7 7 8 7 10 8 7 8 7 8 7 9 6 7
## [426] 8 6 8 8 7 10 8 8 7 7 8 7 7 8 9 7 9 8 8 7 9 7 8 7 8
## [451] 7 5 10 10 7 8 7 7 7 8 10 7 8 8 9 6 6 9 8 8 9 6 6 9 4
## [476] 8 6 8 9 8 8 8 8 8 8 7 10 7 7 8 8 9 8 7 8 7 7 9 8 7
## [501] 8 7 9 8 8 8 8 8 8 5 9 9 8 6 11 8 7 8 9 9 8 6 8 8 8
## [526] 9 6 8 8 6 9 7 8 4 9 8 7 6 6 9 10 7 4 8 8 6 8 8 9 6
## [551] 7 10 7 7 7 7 7 10 9 9 6 8 8 8 7 6 11 7 9 7 11 8 8 9 6
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##
## [[6]]
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##
## [[7]]
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## [985] 6 8 6 5 6 8 6 7 8 6 7 8 6 8 9 9 6 7 6 7 7 9 6 6
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## [1081] 7 7 8 7 7 7 7 7 6 7 6 9 10 6 7 8 6 7 7 7 8 6 7 9
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## [1537] 8 7 7 5 7 7 6 8 8 8 6 6 5 7 7 7 7 7 7 7 4 6 7 7
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## [1801] 6 9 6 9 7 7 4 8 5 5 8 7 8 8 5 6 7 8 7 7 6 6 8 8
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## [2257] 7 7 7 5 8 7 6 9 6 6 8 8 6 7 8 6 6 7 9 6 6 8 6 7
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## [2329] 6 6 8 5 6 7 7 6 7 7 8 9 5 8 7 7 5 8 5 9 7 7 8 6
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## [2617] 8 4 8 6 7 5 7 7 9 6 7 7 7 6 6 7 6 6 6 7 8 7 9 9
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## [2929] 8 6 9 6 6 7 8 7 8 8 7 5 7 7 4 7 7 4 8 5 6 8 7 7
## [2953] 6 7 5 7 7 6 7 10 10 10 10
##
## [[8]]
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## [433] 6 8 7 7 9 9 5 8 5 6 7 7 7 5 9 6 7 5 5 7 7 7 7 6
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## [529] 7 6 7 4 8 8 7 7 5 6 6 7 5 8 5 7 7 7 6 6 6 5 7 7
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## [673] 7 7 5 7 7 7 8 8 8 5 6 8 6 8 7 7 6 5 6 4 8 7 7 8
## [697] 6 8 7 7 7 1 7 7 5 8 5 6 8 6 6 6 7 6 7 6 6 7 6 7
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## [793] 6 5 5 5 6 7 6 7 7 9 8 5 6 7 4 3 7 7 8 5 7 7 5 9
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## [841] 6 8 5 6 7 8 8 6 6 6 8 7 6 7 7 4 4 8 7 4 5 8 5 7
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## [985] 5 6 8 7 7 7 8 6 8 6 4 7 5 8 8 6 7 7 6 8 7 7 8 6
## [1009] 5 6 5 7 6 7 6 6 4 7 8 5 7 5 6 6 7 7 5 6 7 7 6 7
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## [1225] 8 6 8 6 7 8 5 7 4 7 7 8 7 8 6 6 7 8 6 6 6 7 10 6
## [1249] 7 7 8 6 8 7 7 7 6 8 5 6 8 6 6 10 4 6 8 4 6 5 7 6
## [1273] 6 9 6 9 9 8 7 8 7 7 5 7 6 7 9 7 5 7 7 7 7 6 6 7
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## [1321] 3 5 7 7 5 6 4 6 5 7 6 6 7 8 4 5 8 6 6 7 6 5 7 7
## [1345] 7 6 8 9 7 6 8 6 6 7 7 7 5 5 7 5 5 6 4 7 7 7 5 6
## [1369] 5 7 7 7 7 6 7 4 8 6 7 7 7 7 8 6 8 5 6 7 7 7 7 7
## [1393] 6 6 7 8 5 8 7 7 7 9 6 6 5 9 6 6 9 6 7 6 6 5 8 7
## [1417] 7 7 5 7 7 7 6 7 5 6 9 6 7 7 8 7 6 7 7 7 7 8 6 7
## [1441] 6 6 9 5 6 8 6 9 6 8 7 7 6 8 6 6 5 7 7 7 7 6 7 4
## [1465] 5 8 8 6 7 5 7 6 7 7 8 6 4 7 5 3 6 7 7 6 5 6 7 8
## [1489] 7 7 7 6 6 6 9 4 9 8 5 6 8 5 7 4 5 7 7 6 5 9 8 7
## [1513] 10 5 5 7 7 6 7 6 7 7 6 6 6 6 5 9 5 10 9 5 5 7 8 9
## [1537] 7 8 7 7 6 8 7 7 8 7 5 6 7 5 8 8 6 6 5 7 8 8 9 7
## [1561] 6 7 6 6 7 6 8 5 6 8 6 7 8 5 6 6 9 6 5 6 6 7 6 9
## [1585] 7 5 6 6 8 7 6 5 5 6 5 6 6 7 7 7 7 8 5 6 6 7 6 8
## [1609] 6 9 6 5 8 5 9 6 7 8 7 7 7 8 6 4 7 6 6 9 8 5 6 6
## [1633] 7 5 7 5 7 7 8 7 6 7 5 6 7 7 6 8 6 7 6 5 5 7 5 6
## [1657] 8 7 8 7 7 6 6 6 9 8 7 6 6 7 7 6 5 7 7 6 7 7 6 4
## [1681] 7 6 7 6 6 6 5 5 8 8 7 6 5 7 7 6 6 8 8 7 7 7 6 4
## [1705] 10 8 6 7 6 6 7 7 7 5 7 7 6 7 7 9 6 6 3 8 8 5 6 6
## [1729] 8 6 7 5 5 7 6 7 6 5 7 9 6 7 8 5 6 7 6 8 7 6 5 8
## [1753] 6 7 9 4 7 5 5 5 7 7 6 5 5 8 8 7 6 7 7 7 6 4 7 7
## [1777] 6 5 8 5 6 6 7 6 6 7 6 8 6 6 6 5 7 8 7 8 5 5 7 6
## [1801] 7
##
## [[9]]
## [1] 7 7 7 7 7 5 5 7 5 5 6 5 6 8 5 7 6 10 7 7 7 8 7 6 6
## [26] 6 9 6 5 7 7 4 6 7 8 5 6 7 5 6 6 5 3 6 7 6 6 4 7 5
## [51] 8 5 5 7 6 6 7 6 7 9 7 6 7 7 7 6 5 8 8 6 6 6 4 5 8
## [76] 6 5 7 6 8 6 6 6 7 6 6 7 7 4 4 6 8 7 6 6 9 7 7 6 7
## [101] 2 5 9 6 2 9 5 6 7 7 4 8 7 5 4 7 7 5 6 7 7 6 5 3 7
## [126] 6 8 6 6 6 7 6 7 5 7 6 5 8 7 4 4 8 9 7 7 6 6 6 7 9
## [151] 4 4 8 6 4 7 6 7 7 6 6 7 5 6 5 6 4 3 5 6 6 5 6 7 6
## [176] 6 6 6 6 5 6 6 7 6 7 7 6 6 7 6 5 6 6 8 6 7 5 6 7 7
## [201] 8 8 6 3 7 7 9 6 5 4 3 5 5 7 7 7 6 8 7 5 6 7 6 7 6
## [226] 5 7 7 4 6 8 5 7 7 6 8 7 9 7 7 7 7 7 6 7 6 6 5 7 7
## [251] 5 5 6 6 5 7 7 6 5 8 7 8 5 6 8 7 6 7 7 4 6 7 5 6 9
## [276] 6 7 5 7 7 7 6 6 7 3 6 5 5 5 6 7 7 7 6 7 8 7 6 4 7
## [301] 5 8 3 8 7 8 6 5 5 9 7 7 7 5 8 5 6 7 9 5 7 5 3 7 7
## [326] 7 7 5 8 7 7 7 3 5 6 5 8 7 7 4 4 7 8 4 8 6 6 8 3 5
## [351] 5 5 7 6 5 8 6 7 7 8 6 7 7 7 5 7 8 7 6 7 6 7 7 5 8
## [376] 7 5 7 6 8 7 8 6 7 5 6 6 6 5 8 7 6 9 8 4 9 5 6 6 5
## [401] 6 5 7 6 7 6 8 5 8 5 6 8 7 4 7 7 7 8 7 6 7 12 6 7 7
## [426] 5 8 7 3 7 7 7 7 7 6 5 5 4 7 7 6 6 6 6 7 7 5 5 7 6
## [451] 6 8 6 5 7 8 7 5 8 4 4 9 7 5 6 6 7 8 5 7 7 8 7 4 7
## [476] 5 6 7 6 8 7 7 4 8 6 6 9 7 5 10 5 6 7 7 3 7 3 5 7 5
## [501] 4 7 7 7 6 5 7 4 6 7 6 7 8 9 7 7 8 4 5 8 6 6 7 7 4
## [526] 8 6 6 8 8 7 7 11 6 6 6 5 6 5 5 6 8 6 4 8 6 6 6 6 4
## [551] 5 6 6 6 7 7 7 8 5 8 6 5 5 6 9 6 8 6 7 5 6 4 6 6 8
## [576] 5 7 7 7 7 6 9 5 6 7 5 6 6 4 7 5 8 5 6 5 5 5 6 6 4
## [601] 6 6 10 5 7 7 7 8 7 5 6 5 5 5 6 7 6 5 7 7 8 8 6 7 8
## [626] 7 5 7 7 7 7 7 5 6 6 5 7 3 8 7 6 7 7 7 7 9 5 7 6 8
## [651] 6 7 5 6 7 6 6 7 7 6 7 8 6 6 6 6 6 8 7 8 4 3 7 6 7
## [676] 7
##
## [[10]]
## [1] 6 7 6 7 6 8 8 6 4 6 7 7 6 6 8 7 6 7 8 7 8 6 5 9 5
## [26] 5 8 7 6 6 6 7 5 6 6 5 4 7 7 7 6 7 7 6 6 5 6 8 5 6
## [51] 6 8 7 6 7 7 7 7 7 5 4 6 6 4 7 7 6 7 7 7 6 7 6 7 6
## [76] 7 6 7 6 6 10 6 8 8 5 5 7 6 9 1 8 7 3 8 6 9 10 7 6 8
## [101] 5 6 6 8 6 5 7 3 7 8 6 5 5 7 7 7 7 7 7 5 6 7 7 2 7
## [126] 6 8 8 6 6 7 8 6 6 6 5 5 6 5 7 5 6 8 7 6 7 7 7 7 8
## [151] 5 6 4 5 5 5 5 8 6 8 4 7 6 6 6 7 5 6 6 7 6 4 7 6 7
## [176] 7 6 7 8 8 7 5 4 9
##
## [[11]]
## [1] 7 5 3 8 7 7 8 8 5 5 5 5 5 7 5 7 8 7 4 6 6 7 5 5 6 8 6 5 5 7 9 9 4 7 8 7 7 5
## [39] 6 6 5 7 7 4 5 7 6 7 8 8
##
## [[12]]
## [1] 7 5 6 6 5 7 7 3 7 3 3 5 8 5 6 8 9
##
## [[13]]
## NULL
##
## [[14]]
## [1] 1 1 2
# Menghitung dan mencetak hasil FLRG rata-rata
flrg_avg <- numeric(nrow(intervals))
for (i in 1:length(flrg)) {
if (length(flrg[[i]]) > 0) {
flrg_avg[i] <- mean(flrg[[i]], na.rm = TRUE)
} else {
flrg_avg[i] <- NA
}
}
# Menampilkan hasil FLRG
print(flrg)
## [[1]]
## [1] 11 10 8 7
##
## [[2]]
## [1] 10 10 12 11 10 12 10 9 7 9 12
##
## [[3]]
## [1] 8 5 8 10 9 9 11 8 12 11 8 8 9 11 8 8 10 9 10 9 9 8 9 8 12
## [26] 11 8 11 9 8 8 9 10 10 11 6 11 6 11 8 8 11 11 10 10 10 10 8 6 8
## [51] 11 11
##
## [[4]]
## [1] 9 7 9 7 10 9 8 11 8 10 10 8 9 8 11 11 6 8 10 6 8 11 9 9 9
## [26] 9 8 7 8 9 6 8 7 8 9 8 8 11 7 8 7 6 8 9 8 9 8 9 9 9
## [51] 7 8 7 9 9 9 9 8 8 9 4 10 9 8 8 10 7 8 9 8 10 9 9 8 6
## [76] 6 9 7 10 9 12 9 10 11 9 8 8 6 9 10 9 9 10 6 9 11 9 8 7 9
## [101] 8 8 9 11 11 9 11 6 6 10 10 7 9 7 9 9 7 9 4 10 9 8 7 10 10
## [126] 8 9 8 9 8 10 8 8 10 8 6 7 9 7 8 9 10 7 9 8 10 8 9 8 4
## [151] 7 8 9 8 9 9 8 8 10 7 7 10 9 8 7 10 8 7 7 7 7 10 9 9 8
## [176] 9 10 8 9 6 8 9 9 9 6 6 7 8 9 9 9 11 8 9 8 9 9 7 10 8
## [201] 7 8 8 7 8 10 9 6 10 10 8 6 8 8 10 12 11 8 10 8 9 10 12 10 7
## [226] 7
##
## [[5]]
## [1] 9 8 6 7 6 10 7 8 7 7 9 9 7 6 9 8 9 8 6 6 7 5 9 8 7
## [26] 8 8 5 9 10 9 6 4 7 7 7 8 7 7 8 8 8 7 9 8 5 8 8 7 7
## [51] 8 8 7 7 7 6 6 7 8 7 9 10 7 7 11 9 7 8 8 9 7 6 10 8 7
## [76] 6 5 9 9 6 10 7 7 8 6 9 7 9 7 9 9 6 8 9 10 6 7 9 9 8
## [101] 8 7 8 7 7 3 5 9 8 8 6 6 3 9 7 7 8 4 7 8 10 7 6 7 8
## [126] 7 8 7 9 5 8 10 5 8 7 7 8 8 5 9 7 7 9 7 9 7 9 7 9 7
## [151] 10 8 7 8 8 9 8 7 8 5 9 6 9 10 8 9 9 8 8 7 8 7 9 8 7
## [176] 6 8 10 8 8 7 9 9 10 9 8 8 8 8 9 9 7 8 7 8 9 10 6 8 7
## [201] 9 7 8 8 7 9 7 8 8 8 8 7 9 6 8 11 7 7 7 8 7 7 8 8 9
## [226] 7 9 6 9 7 7 8 9 7 7 8 6 7 7 7 10 7 9 7 8 9 5 11 8 8
## [251] 7 9 7 7 9 8 4 8 10 8 7 9 9 8 5 8 5 9 9 8 9 7 4 7 8
## [276] 7 8 7 7 8 8 8 8 9 9 7 8 7 5 9 7 8 7 11 7 7 8 8 7 9
## [301] 9 6 8 8 7 7 8 6 5 10 6 6 7 6 5 8 8 8 8 10 6 6 7 8 9
## [326] 6 7 8 7 8 7 8 9 7 9 8 7 7 10 8 10 7 9 8 7 7 7 8 6 6
## [351] 8 6 6 10 7 7 6 8 8 10 5 8 8 9 6 9 8 9 9 8 8 6 7 9 5
## [376] 7 8 7 9 6 5 9 9 9 7 5 5 10 8 10 7 7 8 10 9 6 8 8 8 8
## [401] 6 9 9 9 7 8 6 8 7 9 8 7 7 8 7 10 8 7 8 7 8 7 9 6 7
## [426] 8 6 8 8 7 10 8 8 7 7 8 7 7 8 9 7 9 8 8 7 9 7 8 7 8
## [451] 7 5 10 10 7 8 7 7 7 8 10 7 8 8 9 6 6 9 8 8 9 6 6 9 4
## [476] 8 6 8 9 8 8 8 8 8 8 7 10 7 7 8 8 9 8 7 8 7 7 9 8 7
## [501] 8 7 9 8 8 8 8 8 8 5 9 9 8 6 11 8 7 8 9 9 8 6 8 8 8
## [526] 9 6 8 8 6 9 7 8 4 9 8 7 6 6 9 10 7 4 8 8 6 8 8 9 6
## [551] 7 10 7 7 7 7 7 10 9 9 6 8 8 8 7 6 11 7 9 7 11 8 8 9 6
## [576] 7 9 7 8 7 6 6 3 7 7 7 8 7 7 9 7 7 9 8 7 8 8 8 8 8
## [601] 7 7 9 8 7 9 8 10 7 7 6 8 11 8 7 8 10 7 7 8 7 8 8 8 7
## [626] 9 8 8 6 8 7 9 8 9 8 9 9 9 7 7 8 8 10 5 8 6 9 9 7 6
## [651] 8 9 8 4 8 6 6 7 6 7 8 9 7 7 5 9 7 8 8 10 7 7 7 9 7
## [676] 8 6 9 8 6 9 7 7 8 5 6 7 7 8 9 7 8 6 8 9 6 7 6 8 9
## [701] 6 12 8 10 8 9 5 9 9 5 8 9 7 9 8 8 6 7 5 8 8 10 9 7 7
## [726] 6 8 8 8 7 9 7 6 6 8 7 8 8 9 9 10 7 8 8 6 8 8 10 8 9
## [751] 8 8 7 6 8 11 7 7 8 7 8 7 8 7 8 9 7 8 8 8 4 8 10 5 10
## [776] 7 5 6 9 4 8 8 6 3 10 8 8 10 6 9 7 6 7
##
## [[6]]
## [1] 7 6 9 7 8 8 8 8 8 5 9 7 7 9 9 8 8 6 6 7 7 8 8 7
## [25] 8 7 8 6 7 9 4 7 4 4 7 9 8 12 6 7 7 9 6 8 8 7 7 5
## [49] 7 6 5 9 7 5 8 6 6 6 7 7 7 7 7 9 4 8 7 6 7 6 8 7
## [73] 8 7 7 7 8 7 8 9 6 9 8 7 11 8 6 8 5 8 8 8 8 7 6 8
## [97] 7 8 9 9 7 6 7 8 8 7 7 7 6 9 7 9 8 9 8 5 8 8 7 7
## [121] 7 7 7 7 6 7 7 7 8 7 7 6 6 12 6 6 8 8 8 7 7 7 7 7
## [145] 6 7 7 8 7 7 6 5 7 7 11 7 7 7 9 7 6 6 7 6 6 9 8 8
## [169] 7 7 7 7 8 6 9 8 6 7 8 4 6 7 6 5 7 7 7 8 5 9 7 7
## [193] 8 8 8 7 8 9 8 7 7 7 4 10 7 9 8 8 8 8 5 7 7 9 6 8
## [217] 7 7 7 10 7 8 8 11 5 8 8 6 7 6 9 7 7 6 8 7 7 7 11 7
## [241] 7 8 6 10 7 8 7 8 7 8 8 7 9 7 7 9 7 7 6 7 7 9 6 8
## [265] 8 8 6 8 8 7 10 7 8 7 8 9 8 8 6 4 11 8 6 6 7 8 7 5
## [289] 7 8 6 8 7 8 8 8 8 7 8 7 5 5 7 8 7 7 8 5 6 5 9 9
## [313] 7 7 8 8 8 8 8 8 6 8 7 7 8 6 6 12 9 7 8 8 6 6 8 10
## [337] 5 9 6 7 9 8 6 5 6 10 7 6 8 7 6 6 8 8 6 8 8 8 7 9
## [361] 9 7 9 7 8 7 10 8 8 8 7 7 7 7 7 7 7 8 8 6 7 8 6 7
## [385] 8 9 9 7 8 7 9 9 8 6 8 8 9 10 7 6 8 6 9 8 8 7 7 6
## [409] 6 7 9 6 6 10 7 7 3 6 9 7 7 7 8 7 8 7 8 8 7 8 6 8
## [433] 10 7 7 6 6 6 8 8 6 5 7 6 6 8 10 9 6 7 9 7 6 9 7 7
## [457] 7 7 5 7 6 8 6 7 5 6 9 10 8 9 7 7 7 7 5 8 9 9 7 9
## [481] 7 6 6 7 6 4 8 7 7 8 8 7 7 7 6 8 7 7 7 6 7 7 8 6
## [505] 8 7 6 7 6 7 8 8 6 7 10 6 7 7 5 6 7 9 7 7 6 7 8 7
## [529] 7 6 8 7 8 7 6 8 7 7 7 8 8 7 8 7 9 7 7 6 11 8 5 7
## [553] 8 8 6 9 7 8 9 8 9 7 8 9 8 5 7 7 8 8 5 9 9 7 7 8
## [577] 7 9 7 8 7 9 6 5 7 8 8 7 6 7 8 7 8 8 8 8 7 8 8 8
## [601] 8 8 4 8 8 5 7 6 8 7 7 8 8 8 8 7 7 7 7 7 6 6 7 8
## [625] 4 5 8 8 7 6 8 8 8 7 8 8 4 8 6 7 6 7 6 7 9 7 9 8
## [649] 7 7 9 7 7 9 7 6 6 7 9 8 7 6 9 7 7 6 6 7 8 9 7 10
## [673] 7 7 7 7 5 8 9 5 6 8 6 8 5 8 8 6 6 8 9 8 8 7 7 8
## [697] 7 8 9 8 6 6 8 7 7 7 8 7 7 8 6 8 6 7 6 8 9 7 9 7
## [721] 6 6 8 8 9 6 7 9 8 7 8 6 9 9 7 6 9 7 7 9 6 7 7 8
## [745] 9 7 8 9 7 4 6 6 4 8 7 9 9 7 8 8 8 9 9 7 10 7 11 7
## [769] 4 7 7 8 7 5 8 7 7 8 8 6 7 6 6 5 4 5 6 8 7 8 8 9
## [793] 7 8 5 6 8 8 8 8 7 9 5 8 8 7 7 8 6 7 8 7 9 5 9 8
## [817] 9 8 9 6 8 5 9 7 6 7 7 6 8 6 7 6 9 6 8 6 8 6 5 6
## [841] 8 6 8 8 8 5 8 8 8 7 6 10 7 6 7 8 7 7 7 6 9 8 8 6
## [865] 10 7 7 8 6 8 7 6 8 9 7 6 8 10 6 6 8 7 9 7 9 3 10 8
## [889] 5 8 7 7 8 6 8 7 9 8 7 6 7 7 7 9 7 7 5 8 7 6 7 5
## [913] 8 7 8 7 5 6 9 6 8 7 8 7 7 6 8 8 7 8 8 6 7 7 7 7
## [937] 6 9 7 7 9 9 8 6 7 8 7 7 7 6 5 10 7 6 8 9 5 8 9 6
## [961] 8 6 8 7 7 6 6 7 6 10 3 5 5 4 7 6 3 10 3 11 6 4 7 9
## [985] 6 10 7 7 8 8 8 8 7 8 8 8 8 9 6 6 9 7 7 8 7 7 7 8
## [1009] 7 6 7 6 8 7 7 6 11 8 9 7 8 7 8 8 8 7 5 6 7 7 7 8
## [1033] 7 8 8 7 7 9 6 7 8 8 6 8 8 8 6 8 8 8 9 9 7 7 7 8
## [1057] 7 7 7 7 7 7 9 7 9 7 8 7 8 7 6 7 8 6 8 8 7 7 8 7
## [1081] 8 9 7 8 8 7 8 7 8 8 8 7 7 9 7 6 9 7 7 5 5 6 10 4
## [1105] 8 5 7 7 7 10 7 8 10 7 6 7 8 7 10 7 7 9 6 7 8 8 7 6
## [1129] 7 7 6 7 9 6 8 7 7 8 7 7 8 8 5 8 8 7 8 9 8 5 9 7
## [1153] 7 7 8 7 7 7 6 8 6 8 8 8 7 8 8 7 8 4 7 7 8 9 6 8
## [1177] 9 6 6 7 8 8 7 5 7 8 9 7 7 8 5 7 7 8 9 6 8 7 5 6
## [1201] 6 9 9 8 8 7 8 9 7 8 8 8 7 7 6 8 8 10 6 6 7 5 7 8
## [1225] 9 6 8 7 8 8 7 7 7 6 9 6 9 8 6 7 9 11 9 12 5 9 6 8
## [1249] 9 5 7 7 8 11 8 6 8 5 6 6 8 6 7 10 5 8 8 7 8 5 7 6
## [1273] 7 7 7 8 8 9 8 7 8 6 7 7 8 10 9 8 8 8 6 7 5 6 6 7
## [1297] 6 6 6 8 8 9 6 8 7 8 6 8 8 7 8 8 7 5 10 7 5 7 6 4
## [1321] 7 7 9 7 6 9 9 5 7 9 8 7 7 7 6 9 8 5 7 7 8 5 8 8
## [1345] 11 7 7 7 8 8 8 7 6 8 7 7 9 7 5 7 8 7 7 8 7 6 5 7
## [1369] 7 7 8 6 6 9 7 7 4 8 7 7 6 8 6 8 9 8 7 7 7 8 7 6
## [1393] 9 6 8 7 8 5 6 6 10 9 8 7 7 9 5 6 7 3 10 7 6 9 7 9
## [1417] 6 7 8 8 7 8 7 9 7 7 8 8 6 8 5 8 7 8 7 8 9 7 8 7
## [1441] 7 6 8 7 7 9 6 9 7 6 9 7 6 8 8 7 8 8 6 8 6 10 8 6
## [1465] 10 8 10 7 5 9 8 7 4 8 5 7 7 7 9 5 7 7 5 7 6 7 7 7
## [1489] 9 8 8 8 8 6 7 6 7 7 7 8 8 7 6 5 9 9 8 7 9 7 7 10
## [1513] 5 8 8 7 7 7 10 10 4 9 6 8 7 9 6 5 7 9 7 7 9 7 9 9
## [1537] 8 6 7 6 7 7 6 8 7 8 7 6 8 7 6 9 7 7 10 7 7 9 10 6
## [1561] 7 8 9 9 7 6 9 8 7 8 6 6 9 10 7 8 7 7 6 5 8 8 8 7
## [1585] 5 8 6 7 8 6 8 8 7 5 8 7 9 9 6 7 7 6 6 7 7 6 10 6
## [1609] 6 7 8 7 8 6 6 7 9 6 6 7 7 8 7 6 6 7 6 6 5 7 6 7
## [1633] 8 6 5 7 8 8 9 6 8 8 7 8 7 8 7 7 8 8 9 7 7 9 8 8
## [1657] 6 8 9 7 6 8 7 10 7 8 8 8 7 8 6 7 7 7 7 7 8 8 5 7
## [1681] 8 7 8 6 7 10 7 7 7 7 7 6 7 5 6 7 7 7 6 7 7 8 7 6
## [1705] 8 8 6 8 8 6 7 7 7 7 8 5 9 12 6 6 7 7 6 7 5 7 6 9
## [1729] 7 6 8 6 7 6 7 6 7 7 7 5 7 8 8 7 8 6 7 9 7 6 7 6
## [1753] 9 7 5 7 5 6 6 6 9 8 7 7 8 7 7 8 7 7 6 8 9 6 8 9
## [1777] 9 5 6 7 6 7 7 6 6 7 6 7 7 7 6 7 7 7 5 9 8 5 8 8
## [1801] 7 9 7 8 5 5
##
## [[7]]
## [1] 7 7 6 9 7 7 5 7 6 5 6 5 7 5 6 8 8 7 7 5 8 8 6 7
## [25] 7 8 8 8 8 7 7 7 7 6 7 6 7 7 6 7 8 6 8 6 6 6 7 8
## [49] 7 7 9 6 9 5 7 8 7 5 7 9 6 5 6 5 7 6 7 9 6 5 6 5
## [73] 6 7 7 9 7 8 6 6 7 7 7 5 8 7 7 7 7 9 6 7 6 7 8 8
## [97] 7 5 8 6 8 6 5 9 7 5 7 7 6 7 6 9 7 8 6 8 8 8 6 7
## [121] 7 5 7 8 8 7 5 7 7 8 5 8 6 6 8 8 7 7 7 5 6 8 7 6
## [145] 6 7 6 10 7 6 6 7 6 7 9 5 7 9 6 9 7 8 8 8 8 7 7 8
## [169] 8 8 7 8 6 6 8 10 6 6 10 6 7 7 7 7 6 8 7 8 6 7 8 6
## [193] 7 6 7 7 5 8 7 8 11 7 6 6 7 9 7 6 6 7 7 9 7 8 8 7
## [217] 6 6 7 5 8 8 8 5 7 7 7 7 8 8 6 8 8 6 5 10 6 8 7 6
## [241] 7 6 9 7 6 4 6 6 8 7 6 7 3 7 6 7 8 6 8 9 4 8 7 4
## [265] 4 6 7 7 9 8 7 6 4 7 6 6 7 8 8 4 7 7 7 8 8 9 6 9
## [289] 4 6 7 6 9 9 7 6 7 8 7 9 7 5 5 7 5 7 8 6 8 8 7 8
## [313] 8 6 7 8 7 8 4 7 6 7 8 5 8 7 7 6 8 7 7 8 8 5 6 8
## [337] 6 7 4 6 7 5 7 6 9 6 6 8 7 6 7 5 5 7 7 8 7 5 8 7
## [361] 8 7 4 8 8 7 7 9 8 6 6 6 9 9 8 6 7 6 6 7 8 5 7 8
## [385] 6 7 8 6 6 9 10 8 8 7 5 7 8 8 8 6 5 4 8 7 7 8 7 4
## [409] 8 7 7 7 8 7 6 9 6 7 7 5 8 7 6 7 9 3 10 8 8 6 6 7
## [433] 7 6 8 6 8 6 7 7 8 7 7 7 8 8 8 7 6 7 7 8 7 7 8 6
## [457] 8 9 7 8 8 7 7 6 6 8 6 7 8 5 7 6 10 6 8 7 8 4 7 7
## [481] 6 10 8 7 8 6 5 9 7 7 7 7 8 8 5 6 6 7 5 7 7 6 6 7
## [505] 7 7 4 8 6 3 8 6 8 7 7 8 7 7 7 8 7 8 7 6 7 8 6 7
## [529] 6 5 8 6 7 8 7 6 7 7 7 7 7 6 7 7 7 8 7 8 8 7 6 5
## [553] 6 7 5 8 3 7 6 6 10 5 7 7 6 6 6 6 9 8 6 8 3 6 6 8
## [577] 7 6 6 8 7 8 7 7 6 6 7 7 6 5 7 8 7 7 8 9 8 6 5 7
## [601] 8 5 7 7 6 6 8 9 7 6 8 7 9 4 6 8 7 9 7 9 5 8 6 7
## [625] 8 7 5 7 8 6 8 6 5 7 7 6 7 7 7 8 8 7 9 6 5 5 7 7
## [649] 8 7 6 7 5 6 8 6 6 9 7 6 8 7 5 5 7 7 8 8 7 7 6 7
## [673] 8 6 9 8 7 6 6 7 7 8 7 5 9 7 9 6 7 8 6 7 8 7 8 5
## [697] 8 7 5 7 6 6 7 8 7 8 9 8 6 6 7 7 6 7 7 7 3 6 6 7
## [721] 8 6 8 7 7 8 6 7 7 9 8 8 5 7 7 8 8 10 6 7 9 6 6 9
## [745] 8 7 7 4 7 7 6 7 8 9 6 5 7 7 8 7 7 8 7 5 6 8 8 6
## [769] 7 6 8 7 8 6 6 7 7 7 7 6 5 8 7 6 7 7 5 8 5 8 8 8
## [793] 6 8 9 5 7 7 8 7 6 8 6 6 6 7 5 6 8 8 7 8 7 7 5 7
## [817] 6 7 8 7 7 8 7 4 6 5 6 6 8 8 4 7 7 8 10 7 6 5 7 7
## [841] 7 6 7 5 7 6 7 7 7 6 7 8 5 9 6 7 7 6 8 7 6 8 6 7
## [865] 8 10 7 7 8 6 9 7 5 9 5 7 7 7 6 7 9 8 8 6 7 7 4 5
## [889] 7 8 7 6 7 9 6 7 5 5 8 7 8 7 5 5 6 6 5 7 4 9 6 6
## [913] 6 7 8 7 6 6 7 8 8 5 5 7 7 8 6 6 6 6 6 7 7 8 7 4
## [937] 7 8 5 8 7 8 6 5 7 7 6 7 7 10 7 8 8 7 8 8 7 6 7 8
## [961] 8 8 8 7 8 6 7 5 9 7 5 8 7 7 7 8 7 7 7 6 8 8 7 8
## [985] 6 8 6 5 6 8 6 7 8 6 7 8 6 8 9 9 6 7 6 7 7 9 6 6
## [1009] 5 9 7 7 6 7 7 5 7 8 6 6 8 5 7 9 5 6 7 7 7 5 7 8
## [1033] 7 6 7 8 5 8 7 9 8 8 8 6 7 6 7 5 9 7 6 7 6 6 8 8
## [1057] 6 7 7 7 7 6 7 7 7 5 6 8 6 5 5 8 6 8 7 7 8 7 7 8
## [1081] 7 7 8 7 7 7 7 7 6 7 6 9 10 6 7 8 6 7 7 7 8 6 7 9
## [1105] 8 6 8 5 7 7 8 7 6 6 8 5 7 8 4 5 9 7 8 6 8 8 8 6
## [1129] 6 8 7 9 7 7 7 7 6 8 6 6 7 6 9 7 6 7 4 6 7 7 8 6
## [1153] 7 7 8 7 8 9 4 7 9 8 4 8 7 4 8 5 5 9 7 5 7 5 7 7
## [1177] 5 8 7 7 7 6 8 7 8 5 7 8 6 7 7 7 9 5 7 6 5 8 6 5
## [1201] 7 6 7 7 7 8 7 9 7 7 7 5 8 7 9 8 9 6 8 4 6 8 5 11
## [1225] 7 7 8 4 8 6 7 4 8 8 6 5 8 6 7 7 7 6 2 6 8 7 8 7
## [1249] 5 8 7 7 6 8 7 7 5 8 6 9 6 7 6 9 3 7 8 9 6 7 7 7
## [1273] 5 7 6 7 7 7 8 8 8 6 7 6 7 7 7 7 7 7 7 6 8 6 6 5
## [1297] 6 6 9 5 8 8 8 8 4 7 7 7 6 5 6 7 7 7 8 8 6 5 7 6
## [1321] 8 7 6 2 6 7 8 8 7 7 7 7 9 5 7 7 7 9 7 7 5 6 7 7
## [1345] 8 9 8 6 8 8 6 9 7 6 5 8 7 8 8 9 7 7 8 8 6 6 9 7
## [1369] 7 5 6 7 7 6 8 6 5 6 7 7 3 7 8 8 6 8 7 6 6 8 8 7
## [1393] 7 8 4 7 7 7 7 5 9 7 7 7 6 7 8 8 6 7 9 7 10 7 7 6
## [1417] 6 6 5 6 8 8 6 7 4 7 7 8 5 8 7 6 7 6 6 7 7 8 8 6
## [1441] 4 6 8 7 6 7 7 6 6 9 5 7 7 6 9 6 7 8 6 9 4 9 7 8
## [1465] 6 7 5 8 6 7 6 7 2 5 8 7 6 6 8 5 10 6 8 9 7 8 7 9
## [1489] 5 4 6 8 8 7 8 5 9 6 7 7 6 6 6 6 8 6 7 7 8 5 8 4
## [1513] 7 7 7 8 7 5 8 6 8 7 7 6 8 6 7 5 5 5 6 8 7 6 7 8
## [1537] 8 7 7 5 7 7 6 8 8 8 6 6 5 7 7 7 7 7 7 7 4 6 7 7
## [1561] 8 5 9 7 7 6 4 8 10 7 7 8 7 7 7 7 5 8 7 7 6 7 8 7
## [1585] 6 6 10 7 7 8 5 6 7 6 7 6 6 8 7 6 8 7 7 7 9 8 5 6
## [1609] 8 6 7 5 7 5 8 4 5 8 6 6 8 7 8 6 8 6 7 4 9 5 8 7
## [1633] 9 6 7 7 4 7 7 7 7 7 6 7 7 7 7 6 7 7 6 7 7 7 7 6
## [1657] 7 7 6 7 7 7 7 7 8 7 7 6 7 6 8 9 5 7 7 7 7 7 7 7
## [1681] 6 7 7 7 7 7 7 6 7 6 8 7 4 7 9 7 7 8 7 7 7 7 7 7
## [1705] 8 7 7 7 7 7 6 7 6 7 7 7 8 7 7 6 7 6 7 7 7 7 7 7
## [1729] 7 4 7 7 7 7 7 8 7 6 7 7 7 7 6 7 7 7 7 7 7 7 6 8
## [1753] 9 7 7 6 6 8 7 7 8 5 7 9 6 8 6 5 7 7 6 6 8 6 7 5
## [1777] 8 6 7 6 7 7 7 7 7 5 5 6 7 7 7 6 7 6 8 7 6 6 7 8
## [1801] 6 9 6 9 7 7 4 8 5 5 8 7 8 8 5 6 7 8 7 7 6 6 8 8
## [1825] 9 7 9 7 7 7 6 5 7 8 8 6 7 5 6 5 8 5 7 5 8 7 8 7
## [1849] 8 6 7 8 6 7 7 7 7 8 6 8 7 5 8 7 7 6 7 7 6 9 7 6
## [1873] 7 7 9 7 8 8 5 8 6 6 7 6 7 7 7 7 7 8 5 7 7 7 7 8
## [1897] 8 5 6 6 8 6 5 7 6 7 5 7 7 7 7 7 7 7 7 7 6 7 7 7
## [1921] 7 7 7 7 7 7 7 7 8 8 7 9 6 6 6 8 6 5 6 6 8 6 5 7
## [1945] 8 7 7 7 7 6 7 9 8 5 6 7 7 8 4 6 5 9 7 8 6 8 7 7
## [1969] 9 6 6 7 7 7 6 7 6 8 7 6 8 8 5 7 7 6 7 6 7 6 7 9
## [1993] 6 5 8 8 7 7 7 7 6 6 7 7 7 7 8 5 7 7 5 7 6 7 8 5
## [2017] 8 7 4 6 7 7 6 8 8 7 8 7 5 6 4 5 8 4 5 7 6 8 7 8
## [2041] 7 5 6 7 7 8 7 7 6 9 8 7 7 6 4 7 8 7 5 7 6 7 6 8
## [2065] 8 8 7 7 7 6 7 2 4 6 9 7 7 5 7 7 9 6 8 7 7 8 8 6
## [2089] 8 6 7 7 6 6 5 9 9 8 8 6 8 5 6 7 7 8 6 7 6 8 6 6
## [2113] 9 6 8 7 7 7 9 8 6 7 8 6 6 7 6 8 7 6 7 6 5 6 7 7
## [2137] 6 4 6 5 8 7 9 6 7 7 6 5 6 6 8 8 6 5 6 6 7 4 14 8
## [2161] 6 9 5 9 5 9 8 8 6 8 8 7 6 5 7 6 4 5 5 8 5 7 9 7
## [2185] 7 7 5 6 6 8 8 7 9 7 7 8 8 5 7 8 9 5 9 7 6 8 8 7
## [2209] 6 7 8 8 7 7 8 5 9 8 6 7 8 7 8 6 8 6 7 8 7 7 6 8
## [2233] 7 6 7 8 7 7 7 7 7 6 8 6 6 6 7 7 6 6 5 6 7 6 8 7
## [2257] 7 7 7 5 8 7 6 9 6 6 8 8 6 7 8 6 6 7 9 6 6 8 6 7
## [2281] 6 8 7 6 5 7 6 7 8 7 7 7 7 7 6 5 8 6 8 8 7 7 7 7
## [2305] 7 5 7 8 7 6 6 6 8 6 8 4 8 7 8 8 7 8 7 7 7 7 5 9
## [2329] 6 6 8 5 6 7 7 6 7 7 8 9 5 8 7 7 5 8 5 9 7 7 8 6
## [2353] 8 7 8 6 7 7 5 8 10 6 7 8 7 6 6 6 7 8 6 7 7 10 6 6
## [2377] 8 7 7 7 5 8 5 7 8 7 7 7 6 6 6 8 6 6 7 7 7 4 7 8
## [2401] 7 8 7 6 7 7 7 6 7 5 6 7 8 8 14 7 8 5 7 3 5 6 9 7
## [2425] 6 8 7 7 7 7 7 7 6 10 7 5 4 5 7 6 4 7 6 7 7 7 7 8
## [2449] 6 8 9 7 6 9 8 7 6 8 8 8 7 9 5 8 7 8 5 3 7 8 10 8
## [2473] 8 7 7 7 7 7 7 7 7 7 7 7 7 5 8 7 7 7 7 7 7 7 7 7
## [2497] 8 7 6 7 9 6 4 8 5 5 7 7 6 8 8 6 7 6 9 8 6 7 8 6
## [2521] 7 7 6 8 6 6 9 8 6 7 7 8 7 5 8 5 7 8 5 7 7 9 5 8
## [2545] 7 7 7 7 9 5 8 9 7 7 7 6 8 8 5 6 4 8 8 7 7 8 8 7
## [2569] 6 8 8 7 5 6 5 5 7 4 8 4 5 8 7 14 6 7 9 6 4 5 8 6
## [2593] 8 4 7 7 6 6 7 8 7 8 6 6 7 6 6 6 9 7 7 5 7 6 8 8
## [2617] 8 4 8 6 7 5 7 7 9 6 7 7 7 6 6 7 6 6 6 7 8 7 9 9
## [2641] 8 7 7 6 10 8 5 8 7 7 7 5 8 7 7 8 8 8 7 7 8 7 7 8
## [2665] 8 8 6 6 7 6 5 7 7 7 6 7 7 7 7 7 7 5 8 6 8 8 7 8
## [2689] 7 9 5 5 9 6 7 7 7 7 8 8 5 7 5 8 7 5 6 6 9 6 7 7
## [2713] 7 7 7 7 4 8 7 6 6 6 5 6 8 7 8 8 8 7 6 7 6 8 8 7
## [2737] 6 7 6 7 8 8 7 6 7 7 6 8 8 7 7 8 7 7 7 7 7 8 7 8
## [2761] 7 8 8 8 8 7 6 8 7 7 5 6 8 8 8 7 8 6 7 6 7 6 5 6
## [2785] 5 7 5 7 7 6 7 7 7 6 8 9 7 6 5 8 7 7 7 8 7 6 7 7
## [2809] 6 9 6 7 8 7 7 5 8 7 10 4 6 7 8 8 7 7 5 8 7 7 8 10
## [2833] 7 8 7 7 7 8 7 7 8 8 6 7 8 7 7 7 6 6 7 6 6 6 9 7
## [2857] 8 7 7 8 7 6 7 7 7 8 5 7 7 8 5 8 9 7 7 7 5 8 6 7
## [2881] 8 7 7 7 7 7 7 7 6 6 9 9 7 6 8 8 4 7 7 6 9 4 7 7
## [2905] 7 8 6 7 2 6 7 7 7 7 5 8 8 7 7 6 7 7 9 8 7 5 8 8
## [2929] 8 6 9 6 6 7 8 7 8 8 7 5 7 7 4 7 7 4 8 5 6 8 7 7
## [2953] 6 7 5 7 7 6 7 10 10 10 10
##
## [[8]]
## [1] 7 9 6 8 6 7 5 8 7 7 6 8 4 7 7 4 7 6 6 6 7 7 8 4
## [25] 7 7 8 6 5 6 8 6 7 5 5 6 7 6 6 10 7 8 6 8 7 7 6 9
## [49] 6 8 7 8 8 7 5 7 8 7 9 5 8 5 5 7 6 4 5 7 7 9 6 7
## [73] 5 6 8 6 5 8 5 6 8 7 5 7 8 6 5 8 4 7 5 8 7 6 5 7
## [97] 5 6 7 6 5 10 6 7 6 8 7 6 6 6 7 6 8 8 4 4 5 5 7 7
## [121] 9 7 6 7 8 7 7 7 3 7 6 7 6 6 7 5 6 6 5 7 7 5 6 7
## [145] 6 7 9 6 4 7 7 7 6 8 7 6 7 5 10 6 6 8 7 8 6 7 7 6
## [169] 6 6 6 6 6 4 7 6 7 5 7 4 7 6 8 5 6 6 6 7 5 8 5 7
## [193] 7 8 8 4 9 6 5 7 5 6 9 5 5 7 7 7 8 7 6 7 6 7 8 7
## [217] 6 6 6 6 7 8 6 6 4 7 5 5 7 6 6 7 7 7 6 9 5 6 6 6
## [241] 6 6 7 7 4 5 8 7 7 4 9 7 7 6 7 4 8 7 8 7 9 6 8 7
## [265] 5 7 7 5 7 3 8 8 5 6 7 6 7 6 9 7 6 5 6 7 6 6 7 6
## [289] 7 4 7 5 7 4 5 9 9 5 6 7 7 7 4 9 9 7 6 7 4 12 5 6
## [313] 9 7 5 6 7 8 8 7 5 7 7 7 7 7 5 4 6 5 7 6 5 8 8 4
## [337] 6 5 6 6 6 7 6 8 6 6 8 3 7 6 7 5 6 5 5 8 6 7 7 6
## [361] 8 7 6 7 6 7 7 6 5 7 9 6 9 8 7 6 6 6 6 5 6 7 7 4
## [385] 7 3 6 6 5 7 6 8 6 4 7 6 6 6 6 7 8 6 10 8 4 7 7 6
## [409] 6 8 7 5 6 8 8 6 6 6 7 6 5 7 5 7 9 8 5 4 7 9 8 6
## [433] 6 8 7 7 9 9 5 8 5 6 7 7 7 5 9 6 7 5 5 7 7 7 7 6
## [457] 8 5 7 6 5 6 7 2 8 9 4 6 8 7 7 7 5 6 5 7 5 7 6 9
## [481] 6 10 6 6 5 7 6 8 7 6 7 5 7 7 6 6 7 6 6 7 7 7 6 5
## [505] 7 8 6 4 9 7 6 8 7 6 6 7 8 6 6 6 4 8 5 8 6 7 6 6
## [529] 7 6 7 4 8 8 7 7 5 6 6 7 5 8 5 7 7 7 6 6 6 5 7 7
## [553] 5 5 7 7 5 8 7 7 8 6 8 7 7 8 6 7 8 7 6 8 4 7 7 7
## [577] 7 8 6 6 9 5 5 6 8 4 6 5 6 9 6 9 3 8 7 6 7 6 7 6
## [601] 7 8 6 3 6 7 5 7 6 7 8 6 6 7 6 7 6 6 6 6 5 7 6 7
## [625] 7 6 8 7 7 8 6 7 5 8 6 5 6 7 6 7 6 9 7 6 8 6 7 6
## [649] 6 5 7 7 8 6 7 7 5 4 9 6 7 7 7 6 7 7 7 7 7 4 8 7
## [673] 7 7 5 7 7 7 8 8 8 5 6 8 6 8 7 7 6 5 6 4 8 7 7 8
## [697] 6 8 7 7 7 1 7 7 5 8 5 6 8 6 6 6 7 6 7 6 6 7 6 7
## [721] 7 7 7 7 7 7 6 5 8 5 7 8 7 7 7 6 6 7 8 6 7 9 6 7
## [745] 7 7 7 8 8 7 8 5 6 6 10 6 9 6 7 6 5 5 8 7 8 6 4 7
## [769] 7 8 7 7 2 5 7 6 4 6 4 8 9 7 4 7 9 6 7 7 7 7 6 6
## [793] 6 5 5 5 6 7 6 7 7 9 8 5 6 7 4 3 7 7 8 5 7 7 5 9
## [817] 7 6 7 5 7 5 9 5 8 8 7 8 6 7 8 5 7 5 9 6 6 6 9 7
## [841] 6 8 5 6 7 8 8 6 6 6 8 7 6 7 7 4 4 8 7 4 5 8 5 7
## [865] 8 6 6 8 4 7 7 5 6 7 7 9 7 5 8 7 9 3 9 6 6 6 4 7
## [889] 5 5 8 6 4 7 7 6 6 5 7 7 5 4 7 9 6 7 8 6 7 6 7 8
## [913] 7 7 7 5 8 7 8 6 7 8 7 5 7 6 6 6 5 9 8 5 6 5 8 6
## [937] 5 7 7 7 4 10 6 7 7 5 6 6 5 7 8 9 7 6 6 7 6 5 6 6
## [961] 7 8 7 6 5 8 7 7 7 7 7 7 7 6 7 9 5 7 5 7 6 8 7 7
## [985] 5 6 8 7 7 7 8 6 8 6 4 7 5 8 8 6 7 7 6 8 7 7 8 6
## [1009] 5 6 5 7 6 7 6 6 4 7 8 5 7 5 6 6 7 7 5 6 7 7 6 7
## [1033] 7 8 7 6 5 7 9 7 5 7 7 7 5 6 7 6 5 6 8 7 7 7 4 7
## [1057] 8 4 7 7 7 6 6 6 7 6 7 6 7 7 5 6 6 5 4 7 7 5 6 7
## [1081] 8 6 7 7 7 7 7 7 5 7 6 7 5 7 7 8 8 6 7 7 7 5 8 6
## [1105] 7 7 12 6 6 7 6 6 4 7 8 7 6 6 7 7 9 7 8 6 8 4 10 6
## [1129] 7 6 7 7 7 6 7 4 7 6 7 7 7 5 5 6 7 8 6 7 5 7 9 7
## [1153] 7 6 5 7 7 6 7 7 7 8 6 8 6 9 6 6 7 8 7 7 5 6 5 7
## [1177] 7 8 6 8 6 8 6 6 6 4 7 6 8 7 5 6 7 5 6 6 5 8 6 7
## [1201] 9 5 8 7 7 5 7 7 7 7 8 6 7 6 6 7 7 7 8 6 8 7 5 7
## [1225] 8 6 8 6 7 8 5 7 4 7 7 8 7 8 6 6 7 8 6 6 6 7 10 6
## [1249] 7 7 8 6 8 7 7 7 6 8 5 6 8 6 6 10 4 6 8 4 6 5 7 6
## [1273] 6 9 6 9 9 8 7 8 7 7 5 7 6 7 9 7 5 7 7 7 7 6 6 7
## [1297] 7 7 6 8 7 5 6 5 7 8 7 6 9 8 8 6 7 5 6 7 7 8 7 5
## [1321] 3 5 7 7 5 6 4 6 5 7 6 6 7 8 4 5 8 6 6 7 6 5 7 7
## [1345] 7 6 8 9 7 6 8 6 6 7 7 7 5 5 7 5 5 6 4 7 7 7 5 6
## [1369] 5 7 7 7 7 6 7 4 8 6 7 7 7 7 8 6 8 5 6 7 7 7 7 7
## [1393] 6 6 7 8 5 8 7 7 7 9 6 6 5 9 6 6 9 6 7 6 6 5 8 7
## [1417] 7 7 5 7 7 7 6 7 5 6 9 6 7 7 8 7 6 7 7 7 7 8 6 7
## [1441] 6 6 9 5 6 8 6 9 6 8 7 7 6 8 6 6 5 7 7 7 7 6 7 4
## [1465] 5 8 8 6 7 5 7 6 7 7 8 6 4 7 5 3 6 7 7 6 5 6 7 8
## [1489] 7 7 7 6 6 6 9 4 9 8 5 6 8 5 7 4 5 7 7 6 5 9 8 7
## [1513] 10 5 5 7 7 6 7 6 7 7 6 6 6 6 5 9 5 10 9 5 5 7 8 9
## [1537] 7 8 7 7 6 8 7 7 8 7 5 6 7 5 8 8 6 6 5 7 8 8 9 7
## [1561] 6 7 6 6 7 6 8 5 6 8 6 7 8 5 6 6 9 6 5 6 6 7 6 9
## [1585] 7 5 6 6 8 7 6 5 5 6 5 6 6 7 7 7 7 8 5 6 6 7 6 8
## [1609] 6 9 6 5 8 5 9 6 7 8 7 7 7 8 6 4 7 6 6 9 8 5 6 6
## [1633] 7 5 7 5 7 7 8 7 6 7 5 6 7 7 6 8 6 7 6 5 5 7 5 6
## [1657] 8 7 8 7 7 6 6 6 9 8 7 6 6 7 7 6 5 7 7 6 7 7 6 4
## [1681] 7 6 7 6 6 6 5 5 8 8 7 6 5 7 7 6 6 8 8 7 7 7 6 4
## [1705] 10 8 6 7 6 6 7 7 7 5 7 7 6 7 7 9 6 6 3 8 8 5 6 6
## [1729] 8 6 7 5 5 7 6 7 6 5 7 9 6 7 8 5 6 7 6 8 7 6 5 8
## [1753] 6 7 9 4 7 5 5 5 7 7 6 5 5 8 8 7 6 7 7 7 6 4 7 7
## [1777] 6 5 8 5 6 6 7 6 6 7 6 8 6 6 6 5 7 8 7 8 5 5 7 6
## [1801] 7
##
## [[9]]
## [1] 7 7 7 7 7 5 5 7 5 5 6 5 6 8 5 7 6 10 7 7 7 8 7 6 6
## [26] 6 9 6 5 7 7 4 6 7 8 5 6 7 5 6 6 5 3 6 7 6 6 4 7 5
## [51] 8 5 5 7 6 6 7 6 7 9 7 6 7 7 7 6 5 8 8 6 6 6 4 5 8
## [76] 6 5 7 6 8 6 6 6 7 6 6 7 7 4 4 6 8 7 6 6 9 7 7 6 7
## [101] 2 5 9 6 2 9 5 6 7 7 4 8 7 5 4 7 7 5 6 7 7 6 5 3 7
## [126] 6 8 6 6 6 7 6 7 5 7 6 5 8 7 4 4 8 9 7 7 6 6 6 7 9
## [151] 4 4 8 6 4 7 6 7 7 6 6 7 5 6 5 6 4 3 5 6 6 5 6 7 6
## [176] 6 6 6 6 5 6 6 7 6 7 7 6 6 7 6 5 6 6 8 6 7 5 6 7 7
## [201] 8 8 6 3 7 7 9 6 5 4 3 5 5 7 7 7 6 8 7 5 6 7 6 7 6
## [226] 5 7 7 4 6 8 5 7 7 6 8 7 9 7 7 7 7 7 6 7 6 6 5 7 7
## [251] 5 5 6 6 5 7 7 6 5 8 7 8 5 6 8 7 6 7 7 4 6 7 5 6 9
## [276] 6 7 5 7 7 7 6 6 7 3 6 5 5 5 6 7 7 7 6 7 8 7 6 4 7
## [301] 5 8 3 8 7 8 6 5 5 9 7 7 7 5 8 5 6 7 9 5 7 5 3 7 7
## [326] 7 7 5 8 7 7 7 3 5 6 5 8 7 7 4 4 7 8 4 8 6 6 8 3 5
## [351] 5 5 7 6 5 8 6 7 7 8 6 7 7 7 5 7 8 7 6 7 6 7 7 5 8
## [376] 7 5 7 6 8 7 8 6 7 5 6 6 6 5 8 7 6 9 8 4 9 5 6 6 5
## [401] 6 5 7 6 7 6 8 5 8 5 6 8 7 4 7 7 7 8 7 6 7 12 6 7 7
## [426] 5 8 7 3 7 7 7 7 7 6 5 5 4 7 7 6 6 6 6 7 7 5 5 7 6
## [451] 6 8 6 5 7 8 7 5 8 4 4 9 7 5 6 6 7 8 5 7 7 8 7 4 7
## [476] 5 6 7 6 8 7 7 4 8 6 6 9 7 5 10 5 6 7 7 3 7 3 5 7 5
## [501] 4 7 7 7 6 5 7 4 6 7 6 7 8 9 7 7 8 4 5 8 6 6 7 7 4
## [526] 8 6 6 8 8 7 7 11 6 6 6 5 6 5 5 6 8 6 4 8 6 6 6 6 4
## [551] 5 6 6 6 7 7 7 8 5 8 6 5 5 6 9 6 8 6 7 5 6 4 6 6 8
## [576] 5 7 7 7 7 6 9 5 6 7 5 6 6 4 7 5 8 5 6 5 5 5 6 6 4
## [601] 6 6 10 5 7 7 7 8 7 5 6 5 5 5 6 7 6 5 7 7 8 8 6 7 8
## [626] 7 5 7 7 7 7 7 5 6 6 5 7 3 8 7 6 7 7 7 7 9 5 7 6 8
## [651] 6 7 5 6 7 6 6 7 7 6 7 8 6 6 6 6 6 8 7 8 4 3 7 6 7
## [676] 7
##
## [[10]]
## [1] 6 7 6 7 6 8 8 6 4 6 7 7 6 6 8 7 6 7 8 7 8 6 5 9 5
## [26] 5 8 7 6 6 6 7 5 6 6 5 4 7 7 7 6 7 7 6 6 5 6 8 5 6
## [51] 6 8 7 6 7 7 7 7 7 5 4 6 6 4 7 7 6 7 7 7 6 7 6 7 6
## [76] 7 6 7 6 6 10 6 8 8 5 5 7 6 9 1 8 7 3 8 6 9 10 7 6 8
## [101] 5 6 6 8 6 5 7 3 7 8 6 5 5 7 7 7 7 7 7 5 6 7 7 2 7
## [126] 6 8 8 6 6 7 8 6 6 6 5 5 6 5 7 5 6 8 7 6 7 7 7 7 8
## [151] 5 6 4 5 5 5 5 8 6 8 4 7 6 6 6 7 5 6 6 7 6 4 7 6 7
## [176] 7 6 7 8 8 7 5 4 9
##
## [[11]]
## [1] 7 5 3 8 7 7 8 8 5 5 5 5 5 7 5 7 8 7 4 6 6 7 5 5 6 8 6 5 5 7 9 9 4 7 8 7 7 5
## [39] 6 6 5 7 7 4 5 7 6 7 8 8
##
## [[12]]
## [1] 7 5 6 6 5 7 7 3 7 3 3 5 8 5 6 8 9
##
## [[13]]
## NULL
##
## [[14]]
## [1] 1 1 2
# Menampilkan hasil FLRG rata-rata
print(flrg_avg)
## [1] 9.000000 10.181818 9.192308 8.460177 7.649433 7.265227 6.877827
## [8] 6.549695 6.312130 6.375000 6.280000 5.882353 NA 1.333333
Mencari anggota dan frekuensi
anggota = list()
for (i in 1:nrow(intervals)){
y = flrg[[i]]
r = unique(y)
anggota[[i]] = r
}
anggota
## [[1]]
## [1] 11 10 8 7
##
## [[2]]
## [1] 10 12 11 9 7
##
## [[3]]
## [1] 8 5 10 9 11 12 6
##
## [[4]]
## [1] 9 7 10 8 11 6 4 12
##
## [[5]]
## [1] 9 8 6 7 10 5 4 11 3 12
##
## [[6]]
## [1] 7 6 9 8 5 4 12 11 10 3
##
## [[7]]
## [1] 7 6 9 5 8 10 11 4 3 2 14
##
## [[8]]
## [1] 7 9 6 8 5 4 10 3 12 2 1
##
## [[9]]
## [1] 7 5 6 8 10 9 4 3 2 12 11
##
## [[10]]
## [1] 6 7 8 4 5 9 10 1 3 2
##
## [[11]]
## [1] 7 5 3 8 4 6 9
##
## [[12]]
## [1] 7 5 6 3 8 9
##
## [[13]]
## NULL
##
## [[14]]
## [1] 1 2
frek <- data.frame(current_state=0)
for (i in 1:length(flrg)){
frek[i,]=length(flrg[[i]])
}
frek
## current_state
## 1 4
## 2 11
## 3 52
## 4 226
## 5 793
## 6 1806
## 7 2963
## 8 1801
## 9 676
## 10 184
## 11 50
## 12 17
## 13 0
## 14 3
Mencari peringkat fuzzy
peringkat=rank(frek,ties.method = "first")
fuzz = c(1:length(peringkat))
sub_l = 1/peringkat
peringkat1=data.frame(fuzz,peringkat,sub_l)
peringkat1
## fuzz peringkat sub_l
## 1 1 3 0.33333333
## 2 2 4 0.25000000
## 3 3 7 0.14285714
## 4 4 9 0.11111111
## 5 5 11 0.09090909
## 6 6 13 0.07692308
## 7 7 14 0.07142857
## 8 8 12 0.08333333
## 9 9 10 0.10000000
## 10 10 8 0.12500000
## 11 11 6 0.16666667
## 12 12 5 0.20000000
## 13 13 1 1.00000000
## 14 14 2 0.50000000
Menentukan kelas sub interval atau kelas cacah
sub_l = interval_length / peringkat
s_interval = data.frame(min=0, max=0)
sub_int = function(q) {
n = peringkat[q]
s_interval[1,1] = intervals[q,1]
s_interval[1,2] = intervals[q,1] + sub_l[q]
if (n > 1) {
for (i in 2:n) {
s_interval[i,1] = s_interval[i-1,2]
s_interval[i,2] = s_interval[i,1] + sub_l[q]
}
}
return(s_interval)
}
urutan = order(peringkat1$peringkat) # Mengurutkan panjang interval dari yang terbesar
# Fungsi untuk menyusun sub interval berdasarkan panjang interval
sub_int = function(q) {
n = peringkat[q]
s_interval[1,1] = intervals[q,1]
s_interval[1,2] = intervals[q,1] + sub_l[q]
if (n > 1) {
for (i in 2:n) {
s_interval[i,1] = s_interval[i-1,2]
s_interval[i,2] = s_interval[i,1] + sub_l[q]
}
}
return(s_interval)
}
# Menyusun sub interval berdasarkan panjang interval sekaligus akan menjadi dasar fuzzifikasi yang baru
s = data.frame(min = 0, max = 0)
new = rbind(s)
i = 0
repeat {
i = i + 1
n = urutan[i]
new = rbind(new, sub_int(n))
if (i >= length(urutan)) {
break()
}
}
new = new[-1,]
new
## min max
## 2 14.71428571 17.35714286
## 3 17.35714286 18.67857143
## 4 18.67857143 20.00000000
## 5 -17.00000000 -16.11904762
## 6 -16.11904762 -15.23809524
## 7 -15.23809524 -14.35714286
## 8 -14.35714286 -13.69642857
## 9 -13.69642857 -13.03571429
## 10 -13.03571429 -12.37500000
## 11 -12.37500000 -11.71428571
## 12 12.07142857 12.60000000
## 13 12.60000000 13.12857143
## 14 13.12857143 13.65714286
## 15 13.65714286 14.18571429
## 16 14.18571429 14.71428571
## 17 9.42857143 9.86904762
## 18 9.86904762 10.30952381
## 19 10.30952381 10.75000000
## 20 10.75000000 11.19047619
## 21 11.19047619 11.63095238
## 22 11.63095238 12.07142857
## 23 -11.71428571 -11.33673469
## 24 -11.33673469 -10.95918367
## 25 -10.95918367 -10.58163265
## 26 -10.58163265 -10.20408163
## 27 -10.20408163 -9.82653061
## 28 -9.82653061 -9.44897959
## 29 -9.44897959 -9.07142857
## 30 6.78571429 7.11607143
## 31 7.11607143 7.44642857
## 32 7.44642857 7.77678571
## 33 7.77678571 8.10714286
## 34 8.10714286 8.43750000
## 35 8.43750000 8.76785714
## 36 8.76785714 9.09821429
## 37 9.09821429 9.42857143
## 38 -9.07142857 -8.77777778
## 39 -8.77777778 -8.48412698
## 40 -8.48412698 -8.19047619
## 41 -8.19047619 -7.89682540
## 42 -7.89682540 -7.60317460
## 43 -7.60317460 -7.30952381
## 44 -7.30952381 -7.01587302
## 45 -7.01587302 -6.72222222
## 46 -6.72222222 -6.42857143
## 47 4.14285714 4.40714286
## 48 4.40714286 4.67142857
## 49 4.67142857 4.93571429
## 50 4.93571429 5.20000000
## 51 5.20000000 5.46428571
## 52 5.46428571 5.72857143
## 53 5.72857143 5.99285714
## 54 5.99285714 6.25714286
## 55 6.25714286 6.52142857
## 56 6.52142857 6.78571429
## 57 -6.42857143 -6.18831169
## 58 -6.18831169 -5.94805195
## 59 -5.94805195 -5.70779221
## 60 -5.70779221 -5.46753247
## 61 -5.46753247 -5.22727273
## 62 -5.22727273 -4.98701299
## 63 -4.98701299 -4.74675325
## 64 -4.74675325 -4.50649351
## 65 -4.50649351 -4.26623377
## 66 -4.26623377 -4.02597403
## 67 -4.02597403 -3.78571429
## 68 1.50000000 1.72023810
## 69 1.72023810 1.94047619
## 70 1.94047619 2.16071429
## 71 2.16071429 2.38095238
## 72 2.38095238 2.60119048
## 73 2.60119048 2.82142857
## 74 2.82142857 3.04166667
## 75 3.04166667 3.26190476
## 76 3.26190476 3.48214286
## 77 3.48214286 3.70238095
## 78 3.70238095 3.92261905
## 79 3.92261905 4.14285714
## 80 -3.78571429 -3.58241758
## 81 -3.58241758 -3.37912088
## 82 -3.37912088 -3.17582418
## 83 -3.17582418 -2.97252747
## 84 -2.97252747 -2.76923077
## 85 -2.76923077 -2.56593407
## 86 -2.56593407 -2.36263736
## 87 -2.36263736 -2.15934066
## 88 -2.15934066 -1.95604396
## 89 -1.95604396 -1.75274725
## 90 -1.75274725 -1.54945055
## 91 -1.54945055 -1.34615385
## 92 -1.34615385 -1.14285714
## 93 -1.14285714 -0.95408163
## 94 -0.95408163 -0.76530612
## 95 -0.76530612 -0.57653061
## 96 -0.57653061 -0.38775510
## 97 -0.38775510 -0.19897959
## 98 -0.19897959 -0.01020408
## 99 -0.01020408 0.17857143
## 100 0.17857143 0.36734694
## 101 0.36734694 0.55612245
## 102 0.55612245 0.74489796
## 103 0.74489796 0.93367347
## 104 0.93367347 1.12244898
## 105 1.12244898 1.31122449
## 106 1.31122449 1.50000000
Menentukan fuzzifikasi kelas cacah atau interval data
m2 = as.vector(rowMeans(new))
fuzifikasi2=c()
for (i in 1:length(data)){
for (j in 1:nrow(new)){
if (i!=which.max(data)){
if (data[i]>=(new[j,1])&data[i]<(new[j,2])){
fuzifikasi2[i]=j
break
}
}
else {
if (data[i]>=(new[j,1])&data[i]<=(new[j,2])){
fuzifikasi2[i]=j
break
}
}
}
}
fuzifikasi2
## [1] 92 98 98 88 96 47 101 99 99 61 48 92 105 85 81 49 99 65
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## [5887] 101 103 71 89 99 103 58 73 103 87 68 31 64 41 68 90 54 96
## [5905] 101 96 69 94 103 98 84 87 68 94 49 43 94 71 74 90 101 92
## [5923] 105 80 75 68 96 38 29 83 78 92 96 69 98 101 62 51 105 96
## [5941] 85 94 103 87 103 77 87 92 76 67 56 76 87 85 46 59 98 73
## [5959] 74 82 83 46 85 76 87 90 96 96 105 94 83 48 105 98 9 51
## [5977] 79 16 101 40 72 30 96 82 46 68 38 92 51 101 92 92 60 86
## [5995] 14 61 79 63 51 102 101 96 49 43 102 80 52 71 87 81 68 77
## [6013] 39 102 77 88 47 81 60 30 101 98 98 75 59 104 77 103 83 92
## [6031] 78 81 105 88 78 80 19 57 41 102 98 96 82 67 53 88 90 68
## [6049] 86 62 67 46 50 101 83 86 79 75 47 64 77 78 101 62 85 88
## [6067] 92 46 29 10 100 46 62 72 68 92 72 101 70 57 68 98 84 30
## [6085] 99 69 90 63 48 85 70 103 65 81 70 47 98 81 105 92 103 70
## [6103] 105 83 73 66 103 98 88 65 36 90 99 76 98 87 85 101 88 99
## [6121] 54 99 82 92 68 96 99 96 98 49 28 70 99 68 105 82 68 82
## [6139] 69 80 48 102 98 68 101 84 68 98 90 101 92 80 76 105 78 91
## [6157] 87 95 98 84 99 102 84 74 67 96 63 101 88 29 70 66 99 103
## [6175] 101 87 52 23 16 79 67 82 75 64 101 44 33 68 101 85 72 73
## [6193] 103 62 92 75 91 90 98 94 48 66 105 86 64 35 84 89 90 94
## [6211] 99 103 87 87 85 84 72 50 105 60 52 63 51 43 47 99 88 76
## [6229] 71 74 81 49 101 83 91 73 94 72 66 86 98 77 86 69 105 87
## [6247] 91 69 92 66 68 67 96 87 74 63 72 25 16 89 105 83 71 66
## [6265] 75 98 96 41 54 101 3 4 74 99 74 63 103 90 69 84 103 51
## [6283] 89 60 87 33 87 96 62 16 60 96 48 64 48 96 64 105 53 40
## [6301] 76 44 48 80 64 20 94 78 79 99 71 57 76 98 87 82 42 30
## [6319] 101 68 87 105 76 89 103 99 87 50 96 60 76 103 94 87 105 45
## [6337] 71 69 43 50 90 79 48 99 61 48 69 60 88 46 49 92 62 101
## [6355] 68 71 90 60 50 96 64 98 103 47 74 82 94 105 103 101 66 68
## [6373] 96 83 49 44 88 72 86 96 90 98 75 58 98 72 98 102 47 64
## [6391] 80 102 104 102 72 105 78 105 59 86 86 47 70 88 71 68 47 85
## [6409] 59 28 35 77 92 98 73 83 105 46 79 96 63 92 50 98 98 88
## [6427] 78 76 80 66 96 76 90 71 94 67 98 98 79 78 92 96 76 64
## [6445] 94 78 58 75 98 98 97 68 62 101 61 102 47 99 74 66 49 40
## [6463] 73 83 18 98 80 98 96 69 45 47 68 94 96 74 105 86 103 74
## [6481] 98 87 99 98 78 61 101 103 96 84 68 90 69 64 94 69 98 105
## [6499] 85 68 92 103 68 94 96 105 99 103 96 87 96 78 105 86 84 71
## [6517] 91 101 84 105 89 48 87 103 105 105 83 64 55 84 105 91 70 94
## [6535] 62 71 38 50 68 76 89 105 90 94 96 90 72 99 72 92 99 92
## [6553] 101 105 66 96 71 94 94 79 99 49 67 94 84 85 66 75 70 90
## [6571] 101 90 99 71 67 56 74 82 105 69 101 82 71 94 94 68 103 82
## [6589] 88 83 52 96 90 105 94 55 96 86 99 82 44 49 21 40 85 68
## [6607] 94 69 99 82 103 101 83 94 70 87 79 77 90 88 73 98 98 81
## [6625] 48 83 75 77 61 68 71 96 63 68 99 101 80 101 103 72 97 99
## [6643] 104 102 96 99 89 103 66 71 46 82 94 71 82 71 80 101 85 88
## [6661] 51 87 85 71 64 105 75 47 61 101 77 84 96 96 101 98 105 98
## [6679] 65 52 79 74 87 56 70 49 58 101 101 76 88 81 84 33 83 48
## [6697] 62 49 84 73 96 94 87 101 90 94 88 53 72 86 65 74 80 85
## [6715] 96 73 66 33 82 27 32 88 31 56 100 83 104 73 78 101 44 84
## [6733] 88 55 84 100 72 101 101 70 96 69 59 98 101 76 101 103 96 92
## [6751] 103 61 83 54 41 93 46 78 101 88 83 96 90 68 94 73 79 77
## [6769] 99 60 74 61 19 62 75 79 100 82 72 48 81 103 98 101 79 49
## [6787] 79 103 92 94 78 88 96 48 90 77 101 61 99 69 92 96 92 57
## [6805] 72 72 92 68 87 70 103 66 30 61 92 51 82 87 71 101 103 101
## [6823] 72 92 84 66 101 68 94 103 74 69 85 69 98 85 99 103 105 65
## [6841] 69 82 70 81 94 73 50 43 76 66 94 31 85 72 85 47 57 72
## [6859] 74 79 98 82 73 53 79 99 96 67 82 103 99 85 87 69 75 101
## [6877] 86 105 84 96 103 69 105 79 47 89 89 47 83 92 94 92 29 65
## [6895] 77 84 82 52 98 84 94 91 90 71 78 83 67 86 94 67 62 74
## [6913] 96 105 99 96 63 94 73 94 65 50 94 96 69 99 99 95 97 84
## [6931] 72 105 84 68 85 82 69 103 83 85 31 96 71 38 53 99 85 74
## [6949] 60 71 69 67 89 79 32 60 76 103 86 69 61 81 33 90 105 92
## [6967] 103 94 40 48 69 101 96 69 89 57 76 98 92 69 101 94 85 53
## [6985] 64 98 103 101 94 82 71 68 89 103 98 63 53 77 42 46 84 39
## [7003] 17 94 83 76 99 98 68 65 74 28 33 68 82 66 51 63 70 94
## [7021] 70 103 2 6 96 98 69 85 98 62 54 66 49 84 101 101 27 36
## [7039] 105 59 48 46 87 94 83 46 67 63 96 53 87 61 103 99 87 99
## [7057] 78 90 98 105 105 101 94 98 103 84 66 76 92 30 84 96 92 58
## [7075] 70 76 99 41 78 103 56 30 101 101 89 90 96 45 55 105 98 87
## [7093] 92 98 92 98 92 73 98 83 104 72 86 49 65 58 69 91 70 86
## [7111] 77 47 81 76 44 67 50 43 50 79 72 78 63 88 80 102 53 88
## [7129] 90 92 100 86 93 46 67 82 102 72 77 60 47 60 53 96 96 79
## [7147] 67 100 70 43 47 96 77 64 100 77 92 94 52 101 56 88 77 96
## [7165] 73 82 94 96 75 64 70 46 103 65 46 80 83 65 74 77 103 24
## [7183] 76 31 96 98 71 65 45 100 29 94 78 60 70 94 75 98 98 98
## [7201] 98 98 98 98 98 98 98 98 98 102 63 88 47 49 61 83 52 87
## [7219] 69 87 105 74 98 101 98 92 94 92 105 98 94 105 67 82 47 94
## [7237] 92 84 105 96 47 60 98 87 105 44 33 96 68 94 59 88 36 70
## [7255] 103 66 96 103 103 87 62 71 87 73 87 71 90 99 76 89 92 77
## [7273] 56 53 82 92 87 33 66 101 94 84 34 81 40 76 46 87 48 43
## [7291] 99 53 98 69 64 92 83 80 75 33 39 70 49 61 59 48 73 63
## [7309] 101 103 71 66 78 98 89 99 96 99 88 48 56 71 74 48 87 81
## [7327] 65 33 60 98 73 103 87 103 82 55 64 96 46 57 99 73 72 101
## [7345] 89 92 92 98 72 105 94 65 55 56 98 77 89 92 63 75 69 98
## [7363] 94 68 92 58 88 47 88 94 103 92 51 87 46 43 70 69 94 63
## [7381] 48 88 48 89 68 65 73 82 90 94 71 98 101 98 96 92 50 30
## [7399] 64 87 90 92 63 53 64 103 74 59 94 48 105 92 101 92 83 101
## [7417] 71 76 67 82 90 77 84 105 78 63 74 94 60 66 81 75 68 70
## [7435] 49 99 82 103 43 98 73 98 78 80 81 71 101 96 99 78 87 92
## [7453] 69 89 85 50 92 96 82 105 73 94 68 87 103 92 59 103 79 31
## [7471] 65 101 66 68 68 59 52 76 83 105 63 98 104 45 74 67 88 96
## [7489] 77 104 43 36 56 67 75 64 91 46 92 60 74 80 29 70 86 90
## [7507] 98 70 47 63 50 87 68 79 50 60 86 50 66 104 92 3 9 46
## [7525] 66 90 96 86 84 46 88 67 61 77 84 104 96 49 92 81 77 86
## [7543] 88 82 52 82 34 83 101 45 49 65 55 101 63 90 75 94 73 85
## [7561] 100 84 98 70 47 103 45 88 82 64 11 76 101 101 94 83 78 66
## [7579] 73 83 78 89 77 67 103 86 96 94 68 84 56 32 75 61 77 57
## [7597] 52 74 83 74 64 65 46 74 86 79 105 94 71 80 69 105 90 80
## [7615] 78 105 84 71 101 99 84 92 88 66 50 88 71 96 90 94 55 99
## [7633] 103 105 66 61 70 69 62 48 72 82 46 95 98 83 50 66 101 72
## [7651] 89 87 96 68 99 67 86 94 43 32 40 30 105 74 67 87 84 89
## [7669] 98 90 101 92 58 49 99 103 96 50 94 87 90 29 91 89 89 96
## [7687] 96 98 99 89 77 48 98 84 105 96 91 72 89 82 90 94 89 46
## [7705] 101 84 83 90 105 96 68 59 73 70 57 72 47 98 105 50 62 90
## [7723] 92 46 82 73 89 101 69 92 94 99 89 90 85 103 29 90 90 90
## [7741] 65 105 71 76 99 64 62 73 101 73 98 96 101 99 61 70 74 85
## [7759] 96 71 44 78 101 101 94 68 83 86 103 73 88 70 46 87 87 60
## [7777] 31 80 96 73 71 64 48 59 99 92 103 68 87 71 90 71 105 99
## [7795] 94 68 62 92 73 99 77 65 88 49 98 82 90 68 92 83 76 94
## [7813] 92 90 105 58 70 75 105 105 98 92 83 71 87 99 105 98 92 98
## [7831] 94 101 57 74 103 68 63 75 79 75 100 83 96 72 96 77 90 92
## [7849] 92 68 75 83 70 99 98 47 27 84 70 86 52 74 61 100 65 53
## [7867] 103 63 104 50 90 101 83 99 92 96 105 99 76 60 90 49 95 69
## [7885] 101 65 81 75 59 77 84 74 71 105 101 63 100 71 69 94 99 60
## [7903] 72 94 85 88 75 86 51 96 83 96 47 99 90 90 68 88 101 105
## [7921] 101 96 105 96 101 45 81 30 98 76 80 94 98 79 72 47 94 88
## [7939] 68 77 103 79 69 84 94 64 77 90 75 99 87 88 101 71 94 101
## [7957] 71 80 99 68 63 49 50 56 46 96 67 92 92 87 103 98 89 94
## [7975] 68 92 69 80 99 101 85 76 101 98 85 74 96 100 67 87 64 33
## [7993] 63 103 68 43 78 105 105 80 103 98 99 89 69 82 105 69 95 68
## [8011] 90 68 79 90 103 94 96 73 80 30 84 94 105 98 98 94 96 69
## [8029] 65 70 63 76 74 67 94 98 70 84 97 100 75 58 90 92 69 94
## [8047] 68 99 75 79 98 96 90 101 76 87 87 99 105 94 56 78 74 71
## [8065] 96 80 63 77 93 73 103 69 84 87 98 71 45 75 34 83 99 95
## [8083] 70 70 91 105 80 90 99 103 90 98 98 82 72 92 59 35 94 90
## [8101] 99 65 76 82 87 78 89 69 103 100 64 49 85 90 68 96 92 105
## [8119] 83 74 99 103 103 96 89 89 94 68 59 78 98 46 78 98 92 79
## [8137] 99 62 74 83 101 69 101 96 96 101 69 92 101 80 92 96 96 88
## [8155] 71 47 90 62 103 49 94 79 54 63 83 14 65 69 83 82 84 96
## [8173] 99 74 89 98 103 94 63 19 81 89 101 72 28 78 68 74 61 105
## [8191] 92 35 84 57 105 41 30 40 11 85 92 88 88 49 87 101 105 69
## [8209] 89 89 73 80 88 98 75 73 85 80 103 94 105 63 73 98 78 58
## [8227] 96 102 96 75 60 68 92 34 96 94 71 90 83 98 96 98 92 70
## [8245] 101 94 98 77 89 92 72 61 103 88 101 101 68 94 101 96 101 89
## [8263] 64 68 51 96 89 101 105 84 74 84 76 92 87 105 80 70 73 65
## [8281] 103 49 90 82 94 94 69 82 50 85 105 103 92 68 98 92 90 87
## [8299] 96 98 103 98 68 89 88 48 103 62 71 76 98 105 98 70 88 98
## [8317] 60 46 94 78 66 98 48 81 57 71 72 87 99 99 99 105 60 69
## [8335] 103 72 55 94 89 65 73 37 18 98 98 70 96 103 94 101 101 104
## [8353] 99 101 85 89 91 88 50 74 65 45 78 63 77 63 29 83 70 103
## [8371] 84 94 46 83 96 46 79 69 104 103 89 98 70 79 94 72 66 59
## [8389] 36 104 40 31 98 104 93 91 67 65 94 48 91 96 38 76 74 78
## [8407] 99 103 96 104 68 84 96 85 88 72 103 98 7 11 75 103 85 50
## [8425] 79 86 70 101 98 103 103 104 63 62 79 47 90 51 74 82 61 47
## [8443] 98 76 37 52 67 103 70 103 93 99 82 88 98 105 96 47 38 31
## [8461] 88 88 98 75 80 103 98 58 42 11 53 22 17 67 60 75 76 59
## [8479] 73 89 91 89 101 70 91 89 105 67 92 69 89 105 83 103 46 92
## [8497] 91 81 99 87 96 103 72 84 103 94 78 94 76 85 63 84 54 87
## [8515] 73 75 89 66 22 18 71 79 71 79 74 61 30 98 105 66 74 96
## [8533] 99 99 39 30 72 67 92 98 101 41 101 72 72 62 69 64 34 70
## [8551] 99 64 82 98 90 47 103 72 84 103 99 92 82 74 94 103 59 46
## [8569] 98 101 94 84 58 96 94 29 101 29 63 87 56 96 29 40 96 32
## [8587] 47
Ramalan & Prediksi Data
#===============================#
#Ramalan dan Prediksi
#===============================#
#menentukan hasil ramalan
hasil = data.frame(0)
for (i in 1:nrow(new)){
if (i == 1)
hasil[i]=(1.5)/((1/m2[i])+(0.5/m2[i+1]))else
if (i == nrow(new))
hasil[i]=(1.5)/((0.5/m2[i-1])+(1/m2[i]))
else
hasil[i]=(2)/((0.5/m2[i-1])+(1/m2[i])+(0.5/m2[i+1]))
}
as.data.frame(hasil)
## X0 V2 V3 V4 V5 V6 V7 V8
## 1 16.64613 17.77225 40.5973 -30.10925 -15.65378 -14.80219 -14.03612 -13.34972
## V9 V10 V11 V12 V13 V14 V15 V16
## 1 -12.68815 -24.43637 25.50354 12.85342 13.38242 13.91139 12.74373 10.64967
## V17 V18 V19 V20 V21 V22 V23 V24
## 1 10.07966 10.52054 10.96139 11.40221 23.58042 -22.365 -11.14156 -10.76379
## V25 V26 V27 V28 V29 V30 V31 V32
## 1 -10.38599 -10.00818 -9.630354 -22.74405 12.615 7.273748 7.604431 7.935088
## V33 V34 V35 V36 V37 V38 V39 V40
## 1 8.26572 8.596331 8.926923 18.53587 -17.24065 -8.625954 -8.332127 -8.038287
## V41 V42 V43 V44 V45 V46 V47 V48
## 1 -7.744433 -7.450562 -7.156674 -6.862765 -18.5334 7.461947 4.531579 4.79629
## V49 V50 V51 V52 V53 V54 V55 V56
## 1 5.060957 5.325585 5.590181 5.854749 6.119293 6.383815 13.39653 -12.06512
## V57 V58 V59 V60 V61 V62 V63 V64
## 1 -6.063422 -5.822965 -5.582492 -5.342 -5.101485 -4.860946 -4.620377 -4.379774
## V65 V66 V67 V68 V69 V70 V71 V72
## 1 -4.139131 -30.26373 2.610184 1.81701 2.0387 2.260103 2.481297 2.702335
## V73 V74 V75 V76 V77 V78 V79 V80
## 1 2.923251 3.144072 3.364816 3.585498 3.806128 8.216981 -6.870482 -3.474822
## V81 V82 V83 V84 V85 V86 V87 V88
## 1 -3.271155 -3.067439 -2.863663 -2.659813 -2.455871 -2.251812 -2.0476 -1.843185
## V89 V90 V91 V92 V93 V94 V95
## 1 -1.638488 -1.433387 -1.230187 -1.03245 -0.8384558 -0.643266 -0.442119
## V96 V97 V98 V99 V100 V101 V102
## 1 -0.2167735 -0.3755213 0.2239623 0.187164 0.419626 0.6219152 0.8175047
## V103 V104 V105
## 1 1.010432 1.202015 1.336499
#menentukan hasil prediksi
prediksi=NULL
for (i in 1:length(fuzifikasi2)){
for (j in 1:length(hasil)){
if (fuzifikasi2[i]==j){
prediksi[i]=hasil[[j]]
}
}
}
prediksi
## [1] -1.0324501 0.2239623 0.2239623 -1.8431846 -0.2167735 4.5315790
## [7] 0.6219152 0.1871640 0.1871640 -5.1014852 4.7962901 -1.0324501
## [13] 1.3364991 -2.4558714 -3.2711553 5.0609566 0.1871640 -4.1391309
## [19] 1.8170104 0.1871640 -2.4558714 0.6219152 -5.1014852 -1.2301873
## [25] 3.5854979 4.7962901 0.2239623 1.0104323 -4.1391309 1.0104323
## [31] -2.4558714 3.8061281 -1.4333869 2.4812975 2.4812975 -3.0674390
## [37] 8.2169806 0.1871640 1.8170104 -4.8609455 -3.4748222 8.2169806
## [43] 2.4812975 -1.0324501 1.8170104 1.0104323 0.2239623 0.1871640
## [49] -5.8229654 12.6149977 -2.4558714 -4.3797737 -1.0324501 1.8170104
## [55] -2.8636630 4.5315790 0.2239623 1.8170104 3.5854979 -6.8627651
## [61] 4.7962901 -4.8609455 2.9232513 -0.6432660 -3.2711553 0.2239623
## [67] -0.2167735 0.6219152 8.2169806 1.3364991 2.4812975 -7.7444327
## [73] -1.0324501 2.9232513 0.1871640 1.8170104 -3.0674390 0.1871640
## [79] -0.2167735 0.6219152 1.0104323 1.0104323 -2.8636630 5.0609566
## [85] -12.0651168 -1.0324501 1.0104323 -6.8704820 6.1192929 -0.2167735
## [91] -0.2167735 1.3364991 -1.8431846 2.4812975 -1.8431846 3.5854979
## [97] -2.8636630 -1.4333869 -2.2518122 0.2239623 0.2239623 3.8061281
## [103] -1.0324501 -1.4333869 -1.0324501 2.7023350 0.1871640 -3.2711553
## [109] 3.3648162 8.2169806 -6.8627651 5.8547493 -30.2637330 0.2239623
## [115] -2.2518122 2.6101840 1.3364991 -2.2518122 0.4196260 1.0104323
## [121] 3.3648162 -0.6432660 -0.6432660 -1.0324501 5.8547493 -5.8229654
## [127] 7.4619465 -2.8636630 1.8170104 1.8170104 -2.0476004 1.3364991
## [133] -2.4558714 2.9232513 -30.2637330 7.4619465 -5.8229654 1.3364991
## [139] 13.3965334 -1.4333869 -1.4333869 1.0104323 -5.5824922 -1.8431846
## [145] 5.5901813 1.8170104 -1.4333869 -7.1566739 0.8175047 0.4196260
## [151] 2.9232513 2.4812975 -2.8636630 0.4196260 -0.2167735 -4.8609455
## [157] 7.4619465 -4.3797737 2.2601029 0.4196260 0.2239623 4.5315790
## [163] -1.0324501 -3.2711553 -6.8627651 7.6044313 0.8175047 -4.8609455
## [169] 4.7962901 -1.4333869 -6.8627651 13.3965334 7.6044313 -2.4558714
## [175] 1.0104323 -2.4558714 4.5315790 -1.0324501 -4.6203766 2.9232513
## [181] -4.3797737 -2.2518122 3.1440721 -4.8609455 -1.6384875 13.9113869
## [187] 0.2239623 1.3364991 -2.0476004 -2.8636630 1.3364991 0.1871640
## [193] 7.4619465 -0.2167735 -2.4558714 0.1871640 -4.3797737 1.3364991
## [199] -2.4558714 6.3838151 0.2239623 -6.0634217 -4.8609455 13.3965334
## [205] 1.8170104 -2.2518122 -2.6598132 3.8061281 0.4196260 -1.8431846
## [211] 2.2601029 -2.4558714 -0.2167735 -0.6432660 -0.2167735 7.4619465
## [217] 0.1871640 -0.6432660 2.4812975 -2.4558714 0.6219152 -3.2711553
## [223] -5.5824922 3.1440721 7.2737480 -1.0324501 -1.4333869 1.3364991
## [229] -0.2167735 0.1871640 1.0104323 -4.3797737 1.2020154 1.8170104
## [235] 0.1871640 0.1871640 0.2239623 1.0104323 -0.2167735 5.8547493
## [241] -2.6598132 -2.0476004 -4.6203766 3.8061281 1.8170104 -2.8636630
## [247] 5.8547493 -3.4748222 0.6219152 -1.8431846 -5.1014852 2.7023350
## [253] 2.9232513 0.2239623 -0.2167735 -1.4333869 1.8170104 1.3364991
## [259] 0.6219152 1.8170104 -2.0476004 -1.4333869 -2.0476004 -2.4558714
## [265] -0.6432660 2.6101840 5.3255852 -2.0476004 1.0104323 -0.2167735
## [271] -30.2637330 -4.8609455 5.0609566 4.7962901 -2.0476004 1.3364991
## [277] 2.0386996 -1.8431846 -0.2167735 -2.0476004 0.4196260 3.3648162
## [283] 3.1440721 -0.6432660 -3.0674390 5.5901813 -4.1391309 7.2737480
## [289] -3.2711553 -7.1566739 2.2601029 1.8170104 3.5854979 -0.2167735
## [295] -5.8229654 7.4619465 -0.6432660 4.7962901 0.1871640 -0.6432660
## [301] -5.1014852 -1.8431846 2.4812975 -5.1014852 -7.4505623 23.5804155
## [307] 0.1871640 1.3364991 -1.0324501 -1.4333869 -0.2167735 0.2239623
## [313] -1.4333869 -2.4558714 1.0104323 5.5901813 -6.8627651 8.2169806
## [319] 0.2239623 -1.0324501 2.2601029 3.1440721 -1.0324501 -3.4748222
## [325] -6.8704820 1.8170104 6.3838151 -2.8636630 -0.2167735 3.1440721
## [331] -4.6203766 0.2239623 2.9232513 2.4812975 -4.1391309 1.3364991
## [337] 3.1440721 -4.8609455 1.0104323 -2.0476004 2.4812975 1.3364991
## [343] -0.6432660 -0.2167735 -4.6203766 8.2169806 -2.0476004 1.3364991
## [349] 0.6219152 1.8170104 -8.3321270 18.5358665 2.4812975 -4.1391309
## [355] 0.2239623 1.8170104 1.3364991 -0.6432660 -30.2637330 -0.2167735
## [361] -0.6432660 0.6219152 1.8170104 0.1871640 -4.8609455 1.8170104
## [367] 4.7962901 1.0104323 2.0386996 -3.4748222 -0.2167735 -1.8431846
## [373] 0.1871640 -1.8431846 1.8170104 0.2239623 2.0386996 -6.0634217
## [379] 2.2601029 -3.2711553 1.2020154 1.8170104 2.2601029 -2.4558714
## [385] 1.8170104 -4.3797737 2.2601029 3.3648162 -4.3797737 -0.2167735
## [391] 0.8175047 -0.2167735 0.8175047 -4.3797737 4.5315790 2.2601029
## [397] -1.8431846 5.0609566 -4.6203766 1.8170104 2.4812975 0.2239623
## [403] -2.4558714 -2.4558714 5.5901813 -2.8636630 2.2601029 -30.2637330
## [409] -4.1391309 2.7023350 1.0104323 1.8170104 3.1440721 -1.4333869
## [415] 0.6219152 -1.0324501 -3.2711553 10.6496654 -5.8229654 2.9232513
## [421] -30.2637330 0.6219152 -2.4558714 2.2601029 2.9232513 -7.4505623
## [427] 12.6149977 2.9232513 -0.6432660 -0.2167735 -2.8636630 -3.2711553
## [433] 2.2601029 -5.3419997 0.8175047 12.6149977 -1.4333869 -4.3797737
## [439] 2.7023350 2.9232513 0.6219152 1.0104323 -2.8636630 2.0386996
## [445] -3.0674390 2.9232513 -30.2637330 2.2601029 0.6219152 -1.8431846
## [451] 8.2169806 -4.1391309 1.0104323 0.6219152 -2.4558714 2.2601029
## [457] -2.0476004 -1.0324501 1.0104323 5.0609566 -0.6432660 -30.2637330
## [463] 1.3364991 0.6219152 5.0609566 -5.1014852 0.1871640 -1.8431846
## [469] -6.8704820 3.8061281 -0.6432660 5.8547493 -3.0674390 0.2239623
## [475] 0.6219152 1.8170104 -3.0674390 2.9232513 -4.8609455 -1.8431846
## [481] 5.5901813 -3.2711553 5.0609566 -30.2637330 -2.2518122 -1.0324501
## [487] 2.6101840 8.5963308 -7.4505623 8.2169806 -2.8636630 -3.2711553
## [493] -1.0324501 2.2601029 0.2239623 3.3648162 -2.8636630 3.8061281
## [499] 2.9232513 -1.0324501 0.2239623 -0.6432660 2.4812975 -3.0674390
## [505] 3.1440721 -2.4558714 -0.6432660 2.4812975 -2.4558714 -0.2167735
## [511] 2.0386996 0.6219152 -0.6432660 1.8170104 -1.6384875 1.0104323
## [517] -2.0476004 -2.8636630 4.7962901 -22.7440524 3.1440721 3.8061281
## [523] 2.0386996 -17.2406465 5.0609566 -2.6598132 0.2239623 -1.8431846
## [529] 5.0609566 -0.6432660 2.9232513 -6.8627651 2.7023350 -12.0651168
## [535] 0.8175047 7.9350875 -1.8431846 2.9232513 -30.2637330 2.9232513
## [541] -0.6432660 -2.2518122 4.5315790 -6.8704820 2.9232513 -0.6432660
## [547] -2.8636630 -4.6203766 0.4196260 8.9269230 -0.6432660 -2.8636630
## [553] 2.6101840 5.0609566 -1.8431846 2.4812975 -1.0324501 -0.6432660
## [559] 1.0104323 0.1871640 0.2239623 -3.4748222 0.2239623 2.9232513
## [565] -2.4558714 -0.2167735 0.2239623 2.4812975 -0.6432660 -1.4333869
## [571] -1.0324501 -0.6432660 2.9232513 2.4812975 1.3364991 -2.6598132
## [577] 1.0104323 -0.6432660 -1.8431846 1.3364991 0.1871640 0.1871640
## [583] -4.6203766 5.0609566 -7.4505623 10.0796614 -10.3859948 -5.3419997
## [589] 8.5963308 -0.6432660 2.2601029 -0.2167735 -0.6432660 1.8170104
## [595] -0.6432660 10.0796614 2.6101840 -9.6303543 1.8170104 0.6219152
## [601] -0.6432660 -2.8636630 1.0104323 -2.4558714 -2.6598132 0.8175047
## [607] 0.8175047 13.3965334 -0.2167735 0.1871640 -1.4333869 0.2239623
## [613] -2.0476004 1.0104323 1.0104323 -0.2167735 7.4619465 -4.1391309
## [619] -0.2167735 1.3364991 2.4812975 -3.4748222 2.4812975 0.1871640
## [625] 2.7023350 -2.0476004 0.2239623 1.3364991 -2.6598132 -0.2167735
## [631] -2.4558714 -2.8636630 -1.8431846 25.5035367 -5.1014852 0.1871640
## [637] -1.0324501 -4.6203766 10.5205409 -0.6432660 3.1440721 -2.6598132
## [643] -6.8704820 -2.4558714 2.2601029 0.6219152 1.8170104 -4.6203766
## [649] 5.3255852 2.4812975 -1.4333869 2.7023350 -2.0476004 2.0386996
## [655] -6.0634217 0.1871640 2.0386996 1.3364991 -4.3797737 3.8061281
## [661] -0.2167735 0.2239623 -0.2167735 1.0104323 -1.0324501 3.8061281
## [667] -4.3797737 1.8170104 -1.4333869 1.0104323 2.0386996 -1.0324501
## [673] -2.6598132 0.2239623 2.0386996 -1.4333869 1.3364991 2.4812975
## [679] 0.1871640 -2.2518122 1.3364991 -4.6203766 7.4619465 -5.1014852
## [685] -1.0324501 8.5963308 -2.0476004 0.6219152 -1.6384875 -2.4558714
## [691] 0.2239623 2.0386996 4.5315790 -4.6203766 -3.0674390 0.2239623
## [697] 1.3364991 -1.6384875 2.0386996 -2.0476004 1.0104323 0.6219152
## [703] -3.0674390 1.3364991 4.5315790 -0.2167735 1.0104323 -2.4558714
## [709] -3.0674390 -5.3419997 12.6149977 -2.4558714 1.3364991 -6.8627651
## [715] 10.9613880 0.6219152 -6.8704820 1.0104323 -2.8636630 10.0796614
## [721] 2.0386996 -6.8627651 -3.4748222 -0.2167735 3.1440721 0.6219152
## [727] -1.0324501 -1.6384875 1.0104323 1.0104323 -9.6303543 8.5963308
## [733] 2.0386996 -0.6432660 1.3364991 -1.6384875 1.0104323 -0.6432660
## [739] 2.7023350 1.0104323 -3.0674390 4.5315790 -2.2518122 -1.0324501
## [745] 2.0386996 -3.0674390 -2.4558714 -2.8636630 0.6219152 5.8547493
## [751] -2.0476004 -1.8431846 -6.8704820 5.5901813 -1.0324501 -6.8627651
## [757] 2.6101840 1.8170104 0.2239623 8.2169806 -2.0476004 2.2601029
## [763] 1.0104323 0.1871640 -6.8627651 8.5963308 0.6219152 -18.5333956
## [769] -1.8431846 3.8061281 -30.2637330 2.2601029 7.9350875 -6.8704820
## [775] 1.0104323 -3.4748222 0.2239623 0.1871640 0.2239623 4.7962901
## [781] -1.6384875 0.2239623 1.8170104 -3.0674390 1.3364991 0.6219152
## [787] -2.4558714 3.1440721 -3.4748222 -1.8431846 6.1192929 0.6219152
## [793] -7.4505623 1.8170104 3.5854979 -0.6432660 -1.0324501 -3.2711553
## [799] 2.4812975 1.8170104 -1.4333869 -2.4558714 0.1871640 -2.4558714
## [805] 3.3648162 -0.2167735 0.1871640 1.8170104 -1.0324501 1.8170104
## [811] -2.8636630 -7.1566739 11.4022063 1.8170104 -2.4558714 -3.2711553
## [817] 0.2239623 -18.5333956 5.0609566 5.5901813 0.1871640 -1.0324501
## [823] -0.2167735 1.0104323 3.8061281 -1.6384875 -1.4333869 -4.8609455
## [829] 0.4196260 8.2169806 -2.4558714 0.6219152 7.4619465 -2.4558714
## [835] -1.0324501 -1.8431846 1.0104323 5.3255852 1.0104323 -17.2406465
## [841] 5.5901813 0.6219152 -2.0476004 3.1440721 -2.0476004 -12.0651168
## [847] -3.0674390 5.0609566 -0.6432660 1.3364991 -1.8431846 -0.2167735
## [853] 4.5315790 -1.4333869 0.6219152 4.7962901 -4.8609455 -6.0634217
## [859] 5.8547493 2.2601029 -3.2711553 3.3648162 -18.5333956 4.5315790
## [865] 1.8170104 1.3364991 0.6219152 -1.8431846 3.1440721 -2.6598132
## [871] 2.0386996 0.1871640 -1.0324501 2.0386996 -5.8229654 5.0609566
## [877] -2.0476004 0.1871640 -1.0324501 4.5315790 -2.6598132 3.8061281
## [883] -0.2167735 0.2239623 -4.3797737 -3.2711553 4.7962901 -1.6384875
## [889] 2.4812975 -7.1566739 5.8547493 -18.5333956 3.3648162 -0.2167735
## [895] -4.1391309 18.5358665 0.1871640 -0.6432660 -6.0634217 0.4196260
## [901] -0.6432660 8.2169806 -6.8704820 0.8175047 -2.2518122 1.2020154
## [907] 3.8061281 2.9232513 -6.0634217 0.2239623 2.7023350 -3.2711553
## [913] 0.8175047 1.3364991 2.4812975 -2.8636630 -8.6259540 0.4196260
## [919] 2.6101840 -1.6384875 8.5963308 2.7023350 1.0104323 -6.8704820
## [925] -0.6432660 0.4196260 1.8170104 -5.5824922 2.2601029 3.3648162
## [931] -5.8229654 -3.4748222 6.3838151 -6.0634217 4.5315790 3.1440721
## [937] 1.3364991 0.6219152 3.5854979 -0.6432660 -17.2406465 3.5854979
## [943] 2.7023350 1.8170104 -7.4505623 6.1192929 -1.4333869 2.2601029
## [949] 5.8547493 -4.3797737 0.6219152 0.1871640 -3.4748222 3.3648162
## [955] -6.8704820 8.2169806 -6.0634217 7.4619465 -1.0324501 0.2239623
## [961] 2.2601029 0.6219152 -5.3419997 1.2020154 3.3648162 -5.8229654
## [967] 6.1192929 -1.4333869 2.2601029 -1.4333869 -4.3797737 4.5315790
## [973] 2.4812975 5.0609566 -3.4748222 0.2239623 -0.2167735 -1.0324501
## [979] -2.0476004 0.1871640 8.2169806 -30.2637330 -2.4558714 4.7962901
## [985] -2.0476004 -1.4333869 1.8170104 -4.3797737 2.2601029 1.0104323
## [991] -0.6432660 -0.2167735 2.2601029 1.0104323 2.4812975 0.2239623
## [997] -30.2637330 6.1192929 -1.4333869 1.0104323 -2.6598132 -1.0324501
## [1003] 2.9232513 3.3648162 -0.6432660 -3.2711553 1.0104323 -0.2167735
## [1009] -7.1566739 -2.6598132 7.2737480 1.3364991 -2.4558714 1.0104323
## [1015] 0.1871640 -12.0651168 7.9350875 2.0386996 -1.4333869 2.0386996
## [1021] 1.3364991 -1.0324501 -2.0476004 2.7023350 -3.0674390 10.5205409
## [1027] -5.3419997 -1.2301873 -5.1014852 0.1871640 7.4619465 -1.0324501
## [1033] -3.0674390 1.8170104 -0.6432660 -1.4333869 3.5854979 3.8061281
## [1039] -1.0324501 8.2169806 -3.2711553 -1.2301873 -0.2167735 0.2239623
## [1045] -2.4558714 -2.4558714 4.5315790 -1.6384875 0.6219152 0.2239623
## [1051] -5.1014852 5.3255852 -3.0674390 1.0104323 -4.8609455 13.3965334
## [1057] -0.6432660 0.6219152 -0.6432660 1.8170104 -1.4333869 -2.8636630
## [1063] 3.5854979 -3.0674390 0.1871640 -0.6432660 -30.2637330 1.8170104
## [1069] -2.4558714 1.3364991 2.4812975 -0.2167735 -1.0324501 3.3648162
## [1075] 2.9232513 -6.8704820 -0.6432660 1.0104323 -6.8627651 3.8061281
## [1081] -2.6598132 11.4022063 -5.1014852 8.2169806 -18.5333956 0.4196260
## [1087] 2.2601029 -1.0324501 8.2169806 -5.1014852 1.3364991 0.6219152
## [1093] 0.1871640 7.4619465 0.2239623 2.4812975 -4.6203766 2.7023350
## [1099] -0.2167735 -2.0476004 0.1871640 -2.8636630 1.0104323 -1.4333869
## [1105] 2.2601029 -2.4558714 -3.2711553 7.6044313 -2.8636630 0.1871640
## [1111] 7.4619465 -7.7444327 2.7023350 -1.8431846 1.8170104 -1.0324501
## [1117] 7.4619465 -7.7444327 5.5901813 -6.8704820 1.3364991 1.8170104
## [1123] -0.2167735 -2.2518122 2.4812975 -0.2167735 -1.0324501 -2.8636630
## [1129] 0.8175047 -1.8431846 2.2601029 -1.4333869 2.9232513 5.8547493
## [1135] 3.1440721 -4.3797737 -0.6432660 0.1871640 3.5854979 -1.6384875
## [1141] 0.2239623 -5.5824922 0.2239623 0.2239623 2.2601029 -2.4558714
## [1147] 5.0609566 1.0104323 -2.0476004 -0.2167735 -0.2167735 2.9232513
## [1153] -2.4558714 1.3364991 -2.8636630 5.0609566 -3.0674390 1.0104323
## [1159] -3.0674390 -1.0324501 5.8547493 -2.6598132 -3.2711553 -0.2167735
## [1165] 8.9269230 -4.1391309 -10.7637867 6.3838151 4.7962901 0.2239623
## [1171] 3.8061281 -2.4558714 1.3364991 3.1440721 -3.0674390 4.7962901
## [1177] -1.0324501 1.0104323 -30.2637330 -5.5824922 4.7962901 -3.0674390
## [1183] -6.8704820 2.2601029 -0.2167735 -0.2167735 2.4812975 -0.6432660
## [1189] 8.2169806 -18.5333956 2.4812975 -4.6203766 3.8061281 1.8170104
## [1195] 0.1871640 3.1440721 0.2239623 -3.4748222 2.0386996 -7.4505623
## [1201] 2.2601029 5.0609566 0.6219152 -4.1391309 3.5854979 -0.6432660
## [1207] -7.1566739 10.5205409 -5.1014852 -2.2518122 2.9232513 -0.2167735
## [1213] 1.8170104 -2.0476004 -2.2518122 2.2601029 1.3364991 1.3364991
## [1219] 1.0104323 3.1440721 -7.7444327 1.0104323 0.6219152 -8.0382870
## [1225] 3.8061281 2.2601029 -0.2167735 2.4812975 1.8170104 0.2239623
## [1231] -1.0324501 0.1871640 0.2239623 1.8170104 7.4619465 -12.6881544
## [1237] 7.6044313 6.1192929 -5.3419997 -2.4558714 1.8170104 -2.8636630
## [1243] 0.6219152 0.2239623 -2.8636630 7.9350875 -5.3419997 -9.6303543
## [1249] 13.3965334 4.5315790 -1.8431846 0.2239623 5.3255852 -24.4363674
## [1255] 7.9350875 -6.0634217 6.3838151 4.5315790 -4.6203766 0.2239623
## [1261] -2.2518122 2.7023350 2.2601029 0.6219152 0.6219152 1.0104323
## [1267] -4.8609455 0.4196260 8.2169806 -30.2637330 2.7023350 -0.2167735
## [1273] -0.6432660 -1.8431846 1.3364991 1.0104323 5.0609566 -2.0476004
## [1279] 1.8170104 -0.6432660 -22.7440524 10.0796614 -30.2637330 -18.5333956
## [1285] -0.8384558 12.6149977 2.4812975 -5.3419997 0.2239623 2.2601029
## [1291] -0.2167735 2.7023350 -22.3649956 3.5854979 2.0386996 3.8061281
## [1297] -4.3797737 3.5854979 -1.8431846 7.4619465 1.0104323 -1.4333869
## [1303] 2.9232513 -0.6432660 -3.2711553 3.8061281 -2.2518122 -2.2518122
## [1309] -7.1566739 -2.4558714 10.5205409 -5.5824922 8.2657197 -0.6432660
## [1315] 0.6219152 0.2239623 -2.6598132 2.9232513 0.4196260 1.8170104
## [1321] -3.2711553 -3.2711553 -1.4333869 0.2239623 -1.2301873 3.5854979
## [1327] 7.4619465 1.0104323 2.2601029 1.3364991 -2.4558714 1.3364991
## [1333] -0.6432660 1.0104323 2.4812975 -1.4333869 -30.2637330 0.6219152
## [1339] 1.0104323 -0.2167735 1.3364991 2.7023350 -5.1014852 -2.8636630
## [1345] 1.0104323 1.8170104 -2.4558714 2.9232513 1.3364991 2.0386996
## [1351] -1.6384875 -3.2711553 8.2169806 -1.4333869 1.3364991 0.6219152
## [1357] -3.0674390 1.8170104 -0.2167735 -0.2167735 0.1871640 2.0386996
## [1363] -3.4748222 2.9232513 -0.6432660 0.1871640 0.1871640 1.8170104
## [1369] -6.8627651 8.2169806 0.6219152 -3.0674390 3.3648162 -5.3419997
## [1375] 1.3364991 8.2169806 0.2239623 7.4619465 -17.2406465 5.5901813
## [1381] 2.0386996 -7.1566739 8.2169806 -30.2637330 1.8170104 5.8547493
## [1387] -1.0324501 0.6219152 2.0386996 4.7962901 -6.0634217 -0.2167735
## [1393] 2.4812975 -4.3797737 2.7023350 -2.6598132 3.8061281 1.0104323
## [1399] -0.6432660 0.6219152 -3.0674390 1.3364991 -2.4558714 2.0386996
## [1405] -0.2167735 2.6101840 1.0104323 -2.6598132 1.0104323 -0.2167735
## [1411] 2.7023350 -7.7444327 4.7962901 -7.1566739 3.8061281 6.3838151
## [1417] 1.0104323 -6.0634217 0.2239623 -0.2167735 -1.8431846 -6.0634217
## [1423] 4.5315790 0.6219152 7.6044313 -2.6598132 -4.1391309 -5.3419997
## [1429] 3.8061281 5.8547493 -30.2637330 12.6149977 -6.8704820 1.0104323
## [1435] -3.0674390 3.5854979 -0.6432660 3.8061281 -2.4558714 -0.2167735
## [1441] 0.6219152 2.0386996 0.6219152 -7.7444327 5.0609566 -1.6384875
## [1447] 1.3364991 1.0104323 -1.0324501 -3.4748222 1.8170104 -8.0382870
## [1453] 4.5315790 0.6219152 7.6044313 -2.6598132 -4.1391309 -5.3419997
## [1459] 3.8061281 25.5035367 -2.0476004 -1.4333869 -4.1391309 -0.6432660
## [1465] 2.4812975 -4.1391309 1.0104323 -0.6432660 2.2601029 -2.8636630
## [1471] 5.8547493 -1.0324501 -2.0476004 4.5315790 -2.6598132 0.2239623
## [1477] -4.8609455 1.8170104 4.7962901 -5.8229654 1.8170104 -0.2167735
## [1483] 4.7962901 -22.7440524 25.5035367 -2.6598132 -0.6432660 -0.6432660
## [1489] -0.6432660 0.2239623 1.3364991 3.5854979 -5.1014852 -4.3797737
## [1495] 4.5315790 0.1871640 1.8170104 -3.4748222 2.4812975 -0.2167735
## [1501] -5.5824922 0.8175047 -1.8431846 3.3648162 2.2601029 1.8170104
## [1507] 0.2239623 -1.4333869 2.9232513 -4.1391309 1.3364991 1.3364991
## [1513] -4.6203766 5.3255852 -3.4748222 2.4812975 -0.2167735 -0.2167735
## [1519] 1.0104323 -3.2711553 2.9232513 1.0104323 -1.8431846 1.8170104
## [1525] 0.1871640 -1.0324501 1.0104323 1.0104323 -8.6259540 5.5901813
## [1531] 3.5854979 -0.6432660 1.8170104 1.3364991 -1.6384875 -1.4333869
## [1537] 3.8061281 -4.3797737 0.1871640 -22.7440524 10.9613880 -0.6432660
## [1543] 1.8170104 -6.8627651 1.3364991 -1.4333869 0.2239623 2.7023350
## [1549] -3.2711553 0.8175047 -0.6432660 -0.6432660 2.2601029 -5.1014852
## [1555] 5.3255852 -6.8704820 1.8170104 1.2020154 1.0104323 0.6219152
## [1561] -0.2167735 2.4812975 -2.4558714 -1.4333869 -3.2711553 12.8534175
## [1567] -4.8609455 -0.6432660 -1.0324501 1.8170104 -4.3797737 5.5901813
## [1573] -2.0476004 5.8547493 -2.4558714 0.6219152 -0.6432660 -3.4748222
## [1579] 1.8170104 3.1440721 2.7023350 -7.1566739 2.4812975 -2.8636630
## [1585] 3.3648162 -4.1391309 -1.0324501 -1.0324501 8.2169806 -2.4558714
## [1591] -1.4333869 -1.4333869 2.7023350 -3.0674390 8.9269230 1.3364991
## [1597] -1.6384875 -4.1391309 6.3838151 0.2239623 -0.6432660 -2.8636630
## [1603] 4.7962901 -2.6598132 -2.8636630 1.3364991 -30.2637330 -0.6432660
## [1609] 2.9232513 -2.4558714 5.8547493 0.2239623 -3.2711553 2.4812975
## [1615] 0.6219152 1.0104323 1.8170104 -2.6598132 -3.4748222 -4.8609455
## [1621] 8.5963308 -4.1391309 3.3648162 1.8170104 -3.0674390 -6.8704820
## [1627] 7.6044313 -2.0476004 1.0104323 0.2239623 -2.4558714 -2.2518122
## [1633] 3.3648162 -1.4333869 1.0104323 0.6219152 0.1871640 0.1871640
## [1639] -0.6432660 1.0104323 -1.8431846 -1.8431846 -1.4333869 1.8170104
## [1645] 3.5854979 -9.6303543 2.7023350 0.4196260 0.8175047 -1.0324501
## [1651] 1.2020154 2.9232513 -2.2518122 1.8170104 0.1871640 0.1871640
## [1657] 2.2601029 -4.8609455 1.2020154 2.9232513 -1.4333869 -6.8704820
## [1663] 3.3648162 -4.1391309 2.7023350 -4.1391309 3.1440721 2.7023350
## [1669] -1.4333869 2.9232513 -0.2167735 1.0104323 -1.8431846 3.3648162
## [1675] -0.6432660 -30.2637330 5.0609566 -5.3419997 3.3648162 -2.4558714
## [1681] 0.4196260 -1.4333869 4.5315790 0.1871640 1.0104323 -4.6203766
## [1687] -0.2167735 3.8061281 3.1440721 0.6219152 -10.0081847 1.8170104
## [1693] -1.4333869 4.5315790 -2.2518122 0.6219152 1.0104323 -6.8704820
## [1699] 6.3838151 -30.2637330 3.3648162 -0.6432660 -6.8704820 -0.6432660
## [1705] 7.2737480 -1.8431846 2.4812975 -1.6384875 0.6219152 -5.3419997
## [1711] -6.0634217 5.5901813 1.8170104 0.6219152 0.2239623 1.3364991
## [1717] -1.4333869 18.5358665 -4.3797737 -1.4333869 1.8170104 1.0104323
## [1723] -2.4558714 3.1440721 -2.0476004 3.5854979 -5.1014852 7.4619465
## [1729] 1.3364991 -2.4558714 -0.2167735 -1.4333869 -1.0324501 6.3838151
## [1735] -7.4505623 -0.2167735 2.2601029 0.1871640 -2.0476004 -0.2167735
## [1741] 1.8170104 7.4619465 -8.6259540 5.8547493 2.4812975 -3.0674390
## [1747] -0.6432660 -9.6303543 5.5901813 5.3255852 0.1871640 -2.8636630
## [1753] -0.2167735 -2.2518122 -0.2167735 2.2601029 5.8547493 0.1871640
## [1759] 0.2239623 -2.6598132 0.2239623 -3.4748222 3.3648162 8.2169806
## [1765] 1.3364991 2.6101840 -3.2711553 3.8061281 -2.2518122 -1.6384875
## [1771] -1.0324501 1.0104323 2.4812975 -2.4558714 3.3648162 -1.6384875
## [1777] -2.6598132 0.1871640 1.3364991 0.6219152 -2.6598132 1.8170104
## [1783] -12.0651168 12.6149977 -7.4505623 5.3255852 -2.8636630 13.3965334
## [1789] -2.6598132 4.5315790 -6.8704820 0.6219152 -2.0476004 2.4812975
## [1795] -3.4748222 1.0104323 -1.0324501 0.2239623 -3.4748222 5.5901813
## [1801] 1.0104323 -30.2637330 2.9232513 -1.0324501 0.1871640 2.0386996
## [1807] -1.0324501 0.2239623 -0.6432660 1.8170104 -7.1566739 5.3255852
## [1813] 5.5901813 -7.4505623 5.0609566 -8.3321270 3.8061281 -0.2167735
## [1819] 7.4619465 2.0386996 -22.3649956 10.5205409 -5.5824922 13.3965334
## [1825] -3.0674390 6.1192929 -8.0382870 3.5854979 -3.2711553 3.3648162
## [1831] -2.4558714 -2.2518122 2.9232513 -30.2637330 4.5315790 -1.0324501
## [1837] 2.9232513 -0.6432660 -1.8431846 1.8170104 -1.8431846 4.7962901
## [1843] -2.4558714 8.2657197 -0.6432660 -5.5824922 2.0386996 2.4812975
## [1849] -3.0674390 -0.6432660 0.2239623 1.8170104 -18.5333956 5.5901813
## [1855] 1.0104323 -4.1391309 2.9232513 0.1871640 -0.6432660 1.0104323
## [1861] -3.0674390 -3.4748222 1.8170104 -1.4333869 -2.2518122 4.5315790
## [1867] 0.1871640 -1.4333869 3.3648162 -2.0476004 2.4812975 -2.0476004
## [1873] 0.6219152 2.9232513 -2.6598132 -1.0324501 7.4619465 -1.4333869
## [1879] -1.4333869 -2.4558714 0.1871640 0.2239623 -2.8636630 4.5315790
## [1885] -3.4748222 -2.2518122 -1.8431846 8.2657197 0.2239623 1.8170104
## [1891] 0.1871640 -0.2167735 13.3965334 -0.6432660 -8.3321270 -7.1566739
## [1897] 7.9350875 1.3364991 -3.2711553 0.4196260 2.4812975 1.8170104
## [1903] -1.8431846 -0.2167735 1.0104323 5.3255852 -4.3797737 0.1871640
## [1909] 1.3364991 4.7962901 -1.2301873 -22.3649956 2.6101840 8.2657197
## [1915] -1.6384875 -1.8431846 7.4619465 -4.8609455 1.8170104 2.4812975
## [1921] -18.5333956 13.3965334 -3.0674390 -0.2167735 -4.3797737 0.8175047
## [1927] 2.9232513 1.0104323 -2.0476004 0.6219152 1.0104323 1.8170104
## [1933] 0.2239623 0.1871640 -30.2637330 5.0609566 -18.5333956 3.8061281
## [1939] -2.4558714 1.0104323 0.2239623 1.8170104 -2.8636630 3.3648162
## [1945] 1.8170104 -1.0324501 -2.4558714 -1.0324501 1.8170104 -4.6203766
## [1951] 3.3648162 -2.8636630 2.2601029 1.8170104 2.2601029 -1.4333869
## [1957] -0.6432660 -2.8636630 8.2169806 -1.8431846 3.3648162 -1.4333869
## [1963] -0.2167735 -4.6203766 0.4196260 0.4196260 1.3364991 -6.8704820
## [1969] 2.2601029 1.3364991 1.0104323 0.1871640 -1.0324501 3.3648162
## [1975] -1.4333869 -2.4558714 3.5854979 -6.0634217 -1.8431846 8.2657197
## [1981] 0.2239623 1.8170104 0.1871640 -0.2167735 13.3965334 -11.1415622
## [1987] 2.9232513 -5.8229654 3.1440721 0.6219152 -2.6598132 -0.6432660
## [1993] -4.1391309 7.6044313 0.2239623 -4.8609455 2.2601029 6.1192929
## [1999] -4.3797737 3.3648162 1.8170104 -6.0634217 0.8175047 1.2020154
## [2005] 0.2239623 2.9232513 -6.8627651 2.7023350 0.2239623 1.2020154
## [2011] -1.8431846 -1.0324501 -0.2167735 -30.2637330 6.3838151 -6.8704820
## [2017] -2.2518122 -1.6384875 -2.0476004 2.9232513 4.5315790 -1.4333869
## [2023] 2.6101840 3.3648162 -6.8704820 -1.2301873 -5.5824922 4.5315790
## [2029] -4.3797737 7.6044313 -2.6598132 1.2020154 -1.6384875 -1.6384875
## [2035] -1.6384875 8.2169806 -3.0674390 18.5358665 -6.8704820 7.4619465
## [2041] -2.6598132 -1.2301873 -0.2167735 2.6101840 2.2601029 -0.2167735
## [2047] -1.8431846 5.5901813 -0.6432660 -1.8431846 -0.2167735 4.7962901
## [2053] -3.2711553 -1.4333869 4.7962901 -1.8431846 -1.0324501 0.2239623
## [2059] -2.4558714 1.3364991 2.4812975 -1.0324501 -0.2167735 -5.8229654
## [2065] 5.0609566 -2.8636630 0.8175047 -4.1391309 3.1440721 4.5315790
## [2071] -2.4558714 -0.2167735 0.8175047 -0.6432660 2.7023350 5.0609566
## [2077] -2.0476004 -4.3797737 8.2169806 -4.3797737 3.3648162 3.1440721
## [2083] -4.6203766 2.4812975 -3.4748222 0.2239623 3.3648162 -0.6432660
## [2089] -0.2167735 0.6219152 -2.0476004 -6.8704820 3.3648162 1.3364991
## [2095] 0.6219152 1.8170104 0.6219152 -3.0674390 -1.4333869 0.6219152
## [2101] 5.0609566 -30.2637330 6.1192929 -3.0674390 -6.0634217 6.3838151
## [2107] -1.8431846 -6.8704820 5.3255852 0.2239623 3.1440721 -4.1391309
## [2113] -1.0324501 0.2239623 -1.4333869 7.2737480 -4.8609455 1.8170104
## [2119] 4.5315790 -6.8704820 2.0386996 -3.4748222 4.5315790 -0.6432660
## [2125] -2.6598132 -1.0324501 -0.2167735 0.6219152 2.4812975 1.0104323
## [2131] 0.1871640 -4.1391309 -0.2167735 7.4619465 -1.0324501 -0.2167735
## [2137] 4.5315790 -3.0674390 -1.0324501 -1.4333869 1.3364991 1.0104323
## [2143] 3.3648162 -4.3797737 3.3648162 -5.1014852 4.5315790 -3.0674390
## [2149] -1.0324501 -2.8636630 -5.3419997 7.6044313 -1.4333869 1.8170104
## [2155] 1.3364991 -0.6432660 2.0386996 -1.0324501 -0.6432660 3.1440721
## [2161] 0.6219152 -5.5824922 -2.0476004 4.7962901 1.3364991 2.0386996
## [2167] -0.2167735 1.0104323 -5.1014852 2.4812975 -2.6598132 4.5315790
## [2173] -2.0476004 0.2239623 -1.0324501 -2.8636630 5.3255852 -4.6203766
## [2179] 1.3364991 -1.8431846 -0.6432660 0.1871640 1.8170104 2.0386996
## [2185] -4.3797737 6.1192929 -2.4558714 -1.4333869 -1.8431846 1.3364991
## [2191] 0.2239623 2.0386996 0.6219152 5.8547493 -2.8636630 -2.2518122
## [2197] -18.5333956 18.5358665 2.7023350 -2.0476004 2.0386996 -4.1391309
## [2203] -0.6432660 2.7023350 -2.0476004 0.2239623 -1.6384875 -1.0324501
## [2209] -2.0476004 3.1440721 0.1871640 0.1871640 1.3364991 -1.4333869
## [2215] 3.1440721 -12.6881544 13.9113869 0.2239623 0.1871640 0.2239623
## [2221] 0.1871640 -22.3649956 7.6044313 -30.2637330 3.3648162 1.8170104
## [2227] 7.4619465 2.6101840 -7.7444327 -0.6432660 -1.4333869 0.1871640
## [2233] -1.4333869 0.4196260 0.6219152 2.4812975 -2.8636630 -0.6432660
## [2239] -2.8636630 -1.4333869 2.6101840 2.7023350 -0.2167735 2.9232513
## [2245] 0.6219152 0.2239623 -0.2167735 2.0386996 0.2239623 -2.4558714
## [2251] 1.3364991 1.0104323 0.1871640 7.4619465 -2.2518122 -0.6432660
## [2257] 1.8170104 -4.8609455 1.8170104 -3.4748222 0.1871640 3.5854979
## [2263] -30.2637330 0.2239623 -4.6203766 7.4619465 0.2239623 -0.6432660
## [2269] -0.6432660 3.8061281 -0.6432660 2.4812975 -5.5824922 0.4196260
## [2275] 12.6149977 -3.4748222 -1.4333869 1.3364991 -2.0476004 0.4196260
## [2281] -0.6432660 4.7962901 -6.0634217 2.7023350 1.0104323 -1.8431846
## [2287] 1.8170104 -2.8636630 -1.4333869 2.2601029 5.0609566 -2.0476004
## [2293] 0.2239623 -2.4558714 -1.8431846 -1.0324501 6.1192929 -0.6432660
## [2299] 2.0386996 -1.4333869 -2.0476004 1.3364991 -1.0324501 -0.2167735
## [2305] -6.8627651 2.6101840 8.2657197 -1.4333869 2.2601029 -1.4333869
## [2311] 2.0386996 -3.4748222 -1.4333869 -1.0324501 -0.2167735 0.2239623
## [2317] -3.4748222 8.2657197 2.9232513 -4.8609455 3.3648162 1.0104323
## [2323] 0.1871640 1.8170104 -2.6598132 -1.8431846 0.1871640 4.7962901
## [2329] 0.2239623 -2.0476004 1.0104323 -5.5824922 2.2601029 1.8170104
## [2335] -1.0324501 -1.0324501 -1.0324501 2.9232513 -1.4333869 -5.1014852
## [2341] 3.3648162 0.2239623 -1.0324501 1.0104323 3.3648162 -4.1391309
## [2347] 0.6219152 0.2239623 -12.0651168 5.5901813 3.8061281 -1.0324501
## [2353] -2.8636630 -3.2711553 0.8175047 2.6101840 -0.6432660 2.6101840
## [2359] -1.8431846 7.4619465 8.2169806 -1.4333869 -1.0324501 -1.8431846
## [2365] 0.2239623 -1.0324501 -1.8431846 -3.0674390 -0.4421190 3.8061281
## [2371] -0.2167735 1.2020154 2.9232513 -1.8431846 2.2601029 -1.4333869
## [2377] 0.6219152 -1.8431846 1.3364991 -2.4558714 -1.8431846 2.2601029
## [2383] 1.2020154 1.0104323 1.3364991 -0.6432660 1.0104323 -1.4333869
## [2389] -0.6432660 -4.1391309 -1.2301873 2.2601029 -1.0324501 3.1440721
## [2395] -0.6432660 1.3364991 -1.8431846 0.4196260 0.4196260 0.8175047
## [2401] -4.8609455 2.0386996 -1.4333869 -1.6384875 2.0386996 -4.6203766
## [2407] 10.0796614 -0.2167735 2.4812975 -0.6432660 -30.2637330 -1.0324501
## [2413] 2.7023350 2.7023350 -2.8636630 0.4196260 1.8170104 -7.1566739
## [2419] 5.0609566 -6.8704820 1.2020154 3.8061281 5.0609566 -9.6303543
## [2425] 5.3255852 0.2239623 -1.8431846 -1.0324501 1.8170104 -1.0324501
## [2431] 7.4619465 0.1871640 -5.8229654 0.2239623 -0.8384558 0.4196260
## [2437] 3.3648162 -3.0674390 2.2601029 2.2601029 -0.2167735 -0.6432660
## [2443] -1.8431846 2.9232513 -1.8431846 0.8175047 2.9232513 -3.2711553
## [2449] 2.7023350 -0.2167735 -2.2518122 -0.6432660 -1.8431846 5.0609566
## [2455] 5.3255852 -3.0674390 0.2239623 -1.8431846 1.3364991 -0.2167735
## [2461] -4.3797737 0.8175047 -1.8431846 -1.8431846 11.4022063 2.0386996
## [2467] 2.2601029 -2.6598132 2.4812975 -2.0476004 -6.0634217 1.8170104
## [2473] -2.0476004 1.0104323 3.5854979 -7.7444327 3.8061281 3.5854979
## [2479] -4.8609455 -1.0324501 1.8170104 2.2601029 -2.8636630 2.2601029
## [2485] 1.0104323 -1.0324501 1.8170104 -2.8636630 3.5854979 -2.4558714
## [2491] -1.8431846 4.7962901 -30.2637330 0.6219152 0.1871640 0.1871640
## [2497] -5.3419997 3.8061281 0.6219152 1.0104323 -1.4333869 1.0104323
## [2503] -1.0324501 2.2601029 -2.4558714 2.4812975 1.3364991 -1.0324501
## [2509] -0.6432660 3.5854979 -7.1566739 8.2657197 -0.6432660 1.3364991
## [2515] -6.8627651 5.5901813 -6.8627651 5.8547493 -10.0081847 7.2737480
## [2521] -6.8704820 4.5315790 -4.6203766 2.2601029 2.2601029 3.5854979
## [2527] -0.6432660 -1.4333869 2.9232513 0.2239623 -4.8609455 7.4619465
## [2533] -30.2637330 0.2239623 -1.4333869 4.5315790 1.0104323 -3.0674390
## [2539] -1.0324501 1.8170104 -30.2637330 4.7962901 -0.2167735 1.8170104
## [2545] -2.8636630 8.2169806 -2.0476004 5.0609566 0.1871640 -6.8627651
## [2551] 2.4812975 0.1871640 1.3364991 0.6219152 3.1440721 -4.6203766
## [2557] -1.4333869 2.0386996 3.1440721 -4.6203766 5.3255852 -2.6598132
## [2563] -4.1391309 -0.2167735 7.6044313 0.2239623 1.3364991 -6.8704820
## [2569] -0.6432660 -5.5824922 1.0104323 1.3364991 1.3364991 0.2239623
## [2575] -1.8431846 1.0104323 0.1871640 -4.1391309 3.3648162 -0.6432660
## [2581] 0.2239623 -1.4333869 3.3648162 1.0104323 -1.0324501 0.2239623
## [2587] -0.2167735 -2.0476004 2.4812975 -0.6432660 -1.0324501 2.4812975
## [2593] -2.0476004 -4.6203766 4.5315790 3.5854979 -2.4558714 13.3965334
## [2599] -0.6432660 -5.1014852 1.3364991 4.5315790 -4.6203766 -1.0324501
## [2605] -2.4558714 7.4619465 -2.8636630 -0.2167735 0.2239623 0.1871640
## [2611] -1.8431846 -1.0324501 2.4812975 -1.8431846 2.9232513 -4.1391309
## [2617] 1.8170104 -1.0324501 -1.0324501 -1.8431846 -0.6432660 2.2601029
## [2623] -1.0324501 -3.0674390 5.3255852 -0.2167735 0.2239623 3.8061281
## [2629] -5.3419997 -2.2518122 0.2239623 8.2657197 0.2239623 -1.0324501
## [2635] 0.1871640 2.0386996 -4.8609455 0.4196260 -2.8636630 3.1440721
## [2641] -0.2167735 6.3838151 -3.0674390 1.0104323 -0.2167735 -5.1014852
## [2647] -1.0324501 5.5901813 0.2239623 -5.1014852 -0.6432660 0.8175047
## [2653] 0.2239623 0.4196260 -2.2518122 7.4619465 -6.8704820 -1.2301873
## [2659] -4.6203766 18.5358665 -0.2167735 -1.0324501 5.5901813 -6.0634217
## [2665] 0.4196260 2.7023350 0.2239623 8.2169806 -6.0634217 6.1192929
## [2671] -0.2167735 -1.8431846 1.0104323 1.0104323 1.3364991 -7.4505623
## [2677] -1.4333869 3.3648162 3.8061281 1.3364991 -4.1391309 -1.0324501
## [2683] -1.0324501 2.7023350 1.3364991 -0.6432660 -6.8704820 2.2601029
## [2689] 2.2601029 -1.8431846 -0.6432660 1.3364991 6.1192929 0.2239623
## [2695] -1.4333869 -1.4333869 -1.0324501 -0.2167735 -6.0634217 2.2601029
## [2701] 2.2601029 0.6219152 -5.8229654 5.0609566 -6.8627651 -1.6384875
## [2707] 2.4812975 0.2239623 8.2169806 2.7023350 -1.8431846 0.2239623
## [2713] 0.2239623 2.2601029 -1.0324501 0.2239623 -5.1014852 -4.3797737
## [2719] 10.9613880 0.4196260 -5.5824922 2.6101840 3.8061281 0.2239623
## [2725] -1.8431846 2.2601029 -6.8704820 2.2601029 2.9232513 -7.7444327
## [2731] 4.7962901 -1.4333869 3.1440721 1.3364991 -1.8431846 2.4812975
## [2737] -1.0324501 -30.2637330 1.8170104 -0.6432660 -1.0324501 -8.6259540
## [2743] 0.4196260 5.8547493 2.7023350 -0.6432660 -3.4748222 0.8175047
## [2749] -1.2301873 2.4812975 3.8061281 -1.4333869 1.8170104 -3.2711553
## [2755] 2.6101840 5.3255852 -5.8229654 0.8175047 -1.4333869 1.8170104
## [2761] -4.1391309 5.0609566 0.8175047 -0.6432660 3.8061281 -30.2637330
## [2767] 0.8175047 0.4196260 -1.4333869 1.8170104 -3.0674390 -6.8627651
## [2773] 8.2657197 1.2020154 -2.6598132 2.2601029 2.9232513 -7.7444327
## [2779] 7.4619465 -0.2167735 0.4196260 1.8170104 -2.6598132 2.6101840
## [2785] -30.2637330 0.2239623 3.5854979 -1.8431846 -5.1014852 6.1192929
## [2791] -1.4333869 0.8175047 -4.6203766 2.4812975 7.4619465 2.6101840
## [2797] -6.8704820 -1.8431846 2.7023350 5.0609566 -0.6432660 -4.8609455
## [2803] -6.8627651 25.5035367 -1.0324501 -0.6432660 0.2239623 3.3648162
## [2809] -9.6303543 4.7962901 5.3255852 -0.6432660 -1.8431846 1.2020154
## [2815] -1.4333869 0.4196260 -2.6598132 3.3648162 1.8170104 0.1871640
## [2821] -2.2518122 3.3648162 -1.8431846 2.9232513 1.0104323 -2.4558714
## [2827] 2.4812975 -3.2711553 1.0104323 -1.0324501 1.3364991 1.8170104
## [2833] 0.2239623 1.0104323 -7.4505623 4.5315790 -1.0324501 1.3364991
## [2839] 3.5854979 -2.8636630 0.1871640 -30.2637330 2.4812975 -0.2167735
## [2845] 3.1440721 2.7023350 -6.8704820 0.2239623 -0.2167735 2.9232513
## [2851] -10.3859948 13.3965334 0.1871640 -2.2518122 1.0104323 -4.6203766
## [2857] 18.5358665 -1.0324501 -0.6432660 -0.2167735 -1.8431846 0.2239623
## [2863] -0.6432660 0.4196260 12.6149977 -5.5824922 2.9232513 -1.4333869
## [2869] -1.4333869 -1.4333869 0.2239623 1.0104323 1.8170104 1.0104323
## [2875] 1.8170104 -4.1391309 0.2239623 0.1871640 2.9232513 -1.0324501
## [2881] 2.9232513 -2.6598132 2.4812975 1.0104323 -0.2167735 -1.6384875
## [2887] -7.4505623 7.2737480 -18.5333956 10.6496654 -8.0382870 4.5315790
## [2893] 0.2239623 -0.6432660 1.8170104 2.4812975 -2.0476004 -12.0651168
## [2899] 7.4619465 -0.6432660 3.3648162 -3.2711553 1.8170104 0.6219152
## [2905] 2.4812975 -3.4748222 8.2169806 -0.2167735 2.4812975 -3.0674390
## [2911] 0.1871640 -0.2167735 2.4812975 -2.0476004 -2.0476004 1.8170104
## [2917] -2.4558714 2.0386996 -1.8431846 3.5854979 -4.3797737 5.8547493
## [2923] -2.6598132 1.0104323 -3.0674390 3.1440721 0.2239623 1.0104323
## [2929] -4.1391309 2.0386996 -2.0476004 2.0386996 0.6219152 5.5901813
## [2935] -0.2167735 -0.2167735 -4.6203766 -4.1391309 3.5854979 -0.2167735
## [2941] 3.5854979 -2.4558714 -7.4505623 2.9232513 2.4812975 -0.2167735
## [2947] -1.0324501 1.0104323 1.0104323 1.8170104 0.6219152 -0.2167735
## [2953] -0.2167735 1.0104323 -2.0476004 2.0386996 2.4812975 -6.8704820
## [2959] -1.4333869 -1.0324501 2.9232513 0.6219152 3.3648162 -30.2637330
## [2965] -5.5824922 5.5901813 -3.4748222 -2.2518122 -0.6432660 1.0104323
## [2971] 1.8170104 2.4812975 -2.0476004 -2.0476004 1.3364991 -2.4558714
## [2977] 4.5315790 -1.4333869 1.3364991 1.8170104 -5.5824922 5.5901813
## [2983] -5.3419997 3.8061281 -2.8636630 5.0609566 0.1871640 -3.0674390
## [2989] 2.0386996 -1.0324501 -6.0634217 7.4619465 0.1871640 -2.2518122
## [2995] 1.0104323 3.5854979 -1.4333869 1.3364991 -3.4748222 4.7962901
## [3001] -4.1391309 0.1871640 -0.2167735 2.4812975 -1.0324501 -1.8431846
## [3007] 0.6219152 1.0104323 1.8170104 -3.2711553 0.6219152 -1.8431846
## [3013] 13.3965334 -4.3797737 -8.3321270 2.2601029 13.3965334 -2.2518122
## [3019] -0.2167735 2.7023350 -1.0324501 5.8547493 -2.6598132 -1.8431846
## [3025] -2.2518122 -0.2167735 4.7962901 -30.2637330 -0.2167735 -2.6598132
## [3031] 6.3838151 -0.6432660 1.0104323 -2.8636630 8.2169806 -1.4333869
## [3037] 0.1871640 0.2239623 -1.0324501 7.4619465 -1.0324501 -3.4748222
## [3043] -1.4333869 6.1192929 -1.6384875 1.3364991 -2.6598132 1.0104323
## [3049] -4.8609455 2.2601029 8.2169806 -1.6384875 -2.4558714 -2.4558714
## [3055] 0.2239623 5.3255852 -30.2637330 1.3364991 0.6219152 0.2239623
## [3061] -2.4558714 2.2601029 0.2239623 0.1871640 1.0104323 -5.3419997
## [3067] 2.2601029 -2.6598132 7.4619465 2.2601029 -3.2711553 1.3364991
## [3073] -1.0324501 3.3648162 -4.1391309 -1.0324501 -6.8704820 7.9350875
## [3079] -1.4333869 1.3364991 -2.4558714 1.0104323 2.4812975 0.1871640
## [3085] -5.3419997 -1.0324501 0.8175047 4.7962901 1.3364991 -30.2637330
## [3091] 2.9232513 -0.2167735 -2.0476004 0.2239623 0.6219152 -0.2167735
## [3097] 1.3364991 -4.3797737 1.8170104 3.3648162 -1.4333869 -1.0324501
## [3103] -0.2167735 3.5854979 -0.2167735 -0.6432660 -1.8431846 -4.3797737
## [3109] 2.7023350 -0.6432660 -1.0324501 3.3648162 -4.8609455 3.8061281
## [3115] -7.7444327 -2.4558714 8.2169806 5.8547493 2.2601029 -2.4558714
## [3121] 4.5315790 -5.3419997 7.4619465 -2.2518122 -12.0651168 7.4619465
## [3127] 2.7023350 -0.2167735 -5.1014852 0.2239623 3.5854979 1.2020154
## [3133] 0.2239623 4.5315790 0.2239623 2.0386996 -0.6432660 2.4812975
## [3139] -2.4558714 -2.8636630 2.4812975 0.2239623 1.8170104 0.6219152
## [3145] -2.4558714 -1.8431846 3.5854979 -1.0324501 -0.2167735 -1.8431846
## [3151] -5.1014852 2.2601029 0.2239623 0.4196260 -4.1391309 1.2020154
## [3157] 7.4619465 -2.4558714 2.7023350 0.1871640 1.3364991 -1.8431846
## [3163] 1.8170104 -6.8627651 6.1192929 1.0104323 0.1871640 -1.8431846
## [3169] -6.8704820 -1.4333869 3.8061281 2.9232513 1.3364991 -3.2711553
## [3175] 5.5901813 0.2239623 2.0386996 -0.2167735 2.0386996 -1.0324501
## [3181] -2.6598132 2.4812975 -4.3797737 -30.2637330 13.3965334 -18.5333956
## [3187] 18.5358665 -6.8704820 2.0386996 -0.6432660 1.3364991 1.3364991
## [3193] 0.6219152 0.6219152 -1.2301873 1.0104323 -0.2167735 0.1871640
## [3199] -0.6432660 -4.1391309 0.1871640 -1.6384875 0.1871640 3.8061281
## [3205] -0.6432660 -2.0476004 2.0386996 -0.2167735 -4.3797737 2.2601029
## [3211] 2.0386996 1.8170104 2.6101840 -5.3419997 0.6219152 -12.0651168
## [3217] 10.0796614 -3.0674390 -0.6432660 1.8170104 -3.0674390 1.8170104
## [3223] 2.0386996 -2.4558714 5.0609566 -2.0476004 3.1440721 2.6101840
## [3229] 0.1871640 -3.2711553 -2.4558714 -3.4748222 8.2169806 -0.2167735
## [3235] 3.1440721 -3.2711553 -0.6432660 1.3364991 -0.2167735 3.1440721
## [3241] -4.6203766 1.0104323 -0.2167735 -0.6432660 2.7023350 -3.0674390
## [3247] 0.2239623 -0.6432660 1.0104323 2.4812975 -8.0382870 5.8547493
## [3253] 0.1871640 1.3364991 0.1871640 -0.2167735 -1.0324501 0.2239623
## [3259] -2.0476004 0.2239623 0.6219152 -2.4558714 2.9232513 2.0386996
## [3265] -0.2167735 4.5315790 -5.5824922 0.6219152 7.6044313 -8.0382870
## [3271] 7.4619465 -3.4748222 -0.2167735 -2.4558714 0.6219152 -0.6432660
## [3277] 1.8170104 0.6219152 -2.8636630 2.9232513 2.4812975 -2.0476004
## [3283] -1.8431846 2.9232513 1.8170104 -0.2167735 -0.6432660 -1.0324501
## [3289] -0.6432660 1.8170104 -1.0324501 -2.8636630 -1.8431846 1.0104323
## [3295] -1.0324501 5.5901813 7.4619465 -6.8704820 -1.6384875 3.5854979
## [3301] 0.1871640 2.7023350 -14.8021852 23.5804155 -6.8704820 5.5901813
## [3307] -1.0324501 -2.6598132 1.3364991 3.1440721 -0.6432660 -4.6203766
## [3313] 1.8170104 0.2239623 0.1871640 0.2239623 1.8170104 -5.3419997
## [3319] 2.2601029 3.1440721 -4.1391309 -1.0324501 0.2239623 -1.8431846
## [3325] 6.1192929 -12.0651168 6.3838151 1.3364991 -2.4558714 0.2239623
## [3331] 2.4812975 -2.0476004 -1.4333869 -1.4333869 2.4812975 2.7023350
## [3337] -6.8704820 2.9232513 -3.4748222 5.0609566 -0.6432660 -4.1391309
## [3343] 5.5901813 0.1871640 -0.2167735 3.8061281 -2.6598132 -3.2711553
## [3349] -0.6432660 -7.4505623 7.9350875 -1.0324501 -30.2637330 -2.2518122
## [3355] 13.3965334 -3.4748222 3.5854979 -1.0324501 7.4619465 -2.4558714
## [3361] 0.2239623 0.1871640 1.8170104 -6.8704820 2.9232513 -1.0324501
## [3367] -2.0476004 -3.4748222 5.5901813 1.0104323 1.8170104 -2.0476004
## [3373] 5.8547493 -9.6303543 1.8170104 -2.4558714 0.2239623 8.2169806
## [3379] 1.3364991 1.8170104 -1.4333869 -2.6598132 4.5315790 -2.4558714
## [3385] -0.2167735 -1.4333869 1.0104323 -1.6384875 5.0609566 -5.3419997
## [3391] 2.4812975 0.1871640 1.8170104 -1.0324501 -0.2167735 4.5315790
## [3397] -5.5824922 1.8170104 1.0104323 0.2239623 -0.2167735 1.3364991
## [3403] 1.0104323 -3.2711553 -2.4558714 0.1871640 2.0386996 -1.0324501
## [3409] -2.4558714 -0.2167735 -2.2518122 2.2601029 0.2239623 -0.2167735
## [3415] -1.8431846 5.0609566 -30.2637330 -0.2167735 5.5901813 -1.4333869
## [3421] 1.0104323 0.1871640 -2.4558714 2.4812975 -0.6432660 1.3364991
## [3427] -18.5333956 -2.2518122 6.1192929 1.3364991 -2.0476004 0.6219152
## [3433] 0.6219152 -1.0324501 1.8170104 -0.2167735 -1.4333869 -7.4505623
## [3439] 5.3255852 0.1871640 0.1871640 0.6219152 8.2169806 -3.0674390
## [3445] -1.4333869 -2.2518122 -18.5333956 10.5205409 -0.6432660 -1.0324501
## [3451] 1.8170104 -5.8229654 0.4196260 7.4619465 1.0104323 -18.5333956
## [3457] 5.3255852 -2.8636630 2.6101840 1.8170104 -5.8229654 2.7023350
## [3463] -0.2167735 -0.6432660 7.4619465 -0.6432660 3.3648162 8.2169806
## [3469] -0.6432660 -7.7444327 2.9232513 -0.6432660 1.8170104 0.1871640
## [3475] 1.3364991 -7.1566739 0.8175047 3.8061281 -2.8636630 0.4196260
## [3481] -5.3419997 -1.6384875 4.7962901 2.7023350 -3.2711553 5.0609566
## [3487] 1.0104323 -5.1014852 -5.3419997 12.6149977 -0.6432660 5.3255852
## [3493] -2.8636630 1.3364991 -0.2167735 -4.3797737 -2.2518122 3.5854979
## [3499] 0.8175047 1.2020154 -4.3797737 -1.6384875 8.2169806 3.1440721
## [3505] -2.2518122 3.8061281 -0.6432660 1.0104323 1.0104323 -4.3797737
## [3511] 0.8175047 2.2601029 7.4619465 -8.3321270 7.4619465 0.4196260
## [3517] -1.0324501 -0.2167735 0.2239623 -3.0674390 7.4619465 -4.8609455
## [3523] -1.2301873 7.4619465 8.2169806 -3.2711553 0.2239623 2.2601029
## [3529] 0.2239623 0.6219152 1.8170104 0.6219152 -30.2637330 -4.1391309
## [3535] 1.8170104 0.2239623 -0.6432660 2.6101840 -0.6432660 -1.8431846
## [3541] 7.6044313 -1.4333869 -1.0324501 1.0104323 -0.2167735 -0.6432660
## [3547] 5.0609566 -11.1415622 7.4619465 1.8170104 2.4812975 2.0386996
## [3553] -0.6432660 -5.5824922 2.2601029 1.8170104 -5.8229654 3.3648162
## [3559] -2.2518122 10.9613880 -4.6203766 2.0386996 -2.0476004 0.1871640
## [3565] 0.6219152 -2.4558714 -18.5333956 2.2601029 7.2737480 1.0104323
## [3571] -5.1014852 12.6149977 0.6219152 2.6101840 -1.2301873 -0.6432660
## [3577] -1.6384875 1.0104323 -4.8609455 -1.8431846 2.9232513 4.5315790
## [3583] -0.6432660 -0.6432660 -2.4558714 0.2239623 1.0104323 1.0104323
## [3589] -1.0324501 3.1440721 -1.4333869 -12.0651168 -1.4333869 1.8170104
## [3595] 0.4196260 -0.2167735 5.0609566 1.8170104 -2.6598132 1.0104323
## [3601] 1.0104323 -0.2167735 1.3364991 -5.5824922 1.3364991 2.4812975
## [3607] -30.2637330 3.1440721 -4.8609455 5.0609566 -2.0476004 1.0104323
## [3613] -1.0324501 6.3838151 -5.3419997 -3.4748222 3.3648162 1.8170104
## [3619] -1.0324501 2.0386996 3.3648162 -2.6598132 2.0386996 -7.1566739
## [3625] 2.9232513 0.6219152 4.5315790 -6.0634217 0.1871640 -1.8431846
## [3631] -2.2518122 1.3364991 3.5854979 1.0104323 -18.5333956 5.8547493
## [3637] 4.7962901 0.2239623 -1.6384875 -1.4333869 -2.0476004 -4.1391309
## [3643] 2.2601029 3.1440721 0.6219152 2.4812975 -1.0324501 -4.8609455
## [3649] 1.0104323 10.6496654 -6.0634217 3.1440721 -13.3497212 10.0796614
## [3655] -2.4558714 -7.4505623 23.5804155 2.0386996 -4.3797737 1.3364991
## [3661] 0.6219152 1.0104323 2.7023350 1.0104323 -8.3321270 10.0796614
## [3667] -2.6598132 -4.3797737 2.4812975 -1.6384875 -1.4333869 2.4812975
## [3673] -18.5333956 4.5315790 -1.0324501 3.5854979 -2.0476004 1.3364991
## [3679] -3.0674390 3.5854979 -7.1566739 11.4022063 -4.6203766 4.5315790
## [3685] 1.0104323 -0.2167735 -7.7444327 -2.2518122 2.2601029 2.9232513
## [3691] 7.4619465 -4.1391309 -0.2167735 2.0386996 -0.2167735 2.7023350
## [3697] -18.5333956 -1.4333869 5.0609566 3.5854979 -1.0324501 -1.4333869
## [3703] 0.6219152 -5.1014852 5.8547493 -30.2637330 2.0386996 4.5315790
## [3709] -1.2301873 2.4812975 -2.2518122 -4.8609455 0.6219152 3.8061281
## [3715] -1.0324501 -1.4333869 -1.4333869 2.4812975 -1.0324501 0.1871640
## [3721] 0.2239623 0.2239623 -3.0674390 2.4812975 1.0104323 -24.4363674
## [3727] 7.6044313 1.3364991 -1.8431846 2.9232513 0.2239623 2.9232513
## [3733] -3.0674390 8.2169806 -3.0674390 1.0104323 0.2239623 2.0386996
## [3739] -2.0476004 5.0609566 0.2239623 1.0104323 -4.6203766 -0.2167735
## [3745] 3.8061281 -5.8229654 7.2737480 -3.2711553 -12.0651168 2.4812975
## [3751] -4.6203766 12.6149977 -1.0324501 0.6219152 0.6219152 -1.8431846
## [3757] 3.1440721 -30.2637330 0.1871640 1.8170104 -2.0476004 1.8170104
## [3763] 0.1871640 -0.6432660 -0.2167735 -6.0634217 7.4619465 5.0609566
## [3769] -5.5824922 8.2169806 -2.8636630 -0.2167735 2.4812975 1.0104323
## [3775] -2.0476004 -0.6432660 6.1192929 0.2239623 -2.4558714 2.0386996
## [3781] 1.3364991 1.3364991 -1.6384875 -6.8704820 -0.6432660 5.5901813
## [3787] -5.1014852 1.0104323 -22.7440524 3.3648162 4.7962901 -10.3859948
## [3793] 25.5035367 -10.7637867 10.0796614 -4.3797737 0.4196260 -0.6432660
## [3799] 2.7023350 2.2601029 -4.3797737 0.4196260 5.8547493 0.1871640
## [3805] -1.8431846 3.1440721 -3.4748222 0.6219152 -0.2167735 -0.2167735
## [3811] 0.2239623 -4.6203766 1.8170104 -1.0324501 0.8175047 -2.6598132
## [3817] 7.4619465 0.6219152 1.0104323 0.2239623 -0.6432660 2.2601029
## [3823] -7.4505623 18.5358665 -2.4558714 -4.3797737 -6.8704820 13.3965334
## [3829] 0.1871640 8.2169806 -22.7440524 2.7023350 -1.0324501 3.3648162
## [3835] 1.3364991 -6.8704820 3.3648162 2.4812975 -5.3419997 -3.0674390
## [3841] 5.0609566 0.2239623 -0.2167735 -6.8704820 3.1440721 0.4196260
## [3847] -1.0324501 1.3364991 1.0104323 0.1871640 0.2239623 -0.6432660
## [3853] -1.0324501 -6.8704820 5.8547493 -5.1014852 3.8061281 0.4196260
## [3859] 3.3648162 -4.1391309 -2.8636630 -1.4333869 1.8170104 5.5901813
## [3865] 2.0386996 0.1871640 -1.4333869 -4.6203766 -1.4333869 5.3255852
## [3871] 1.0104323 -3.4748222 1.0104323 -4.3797737 18.5358665 0.2239623
## [3877] -1.6384875 -1.4333869 1.0104323 -2.4558714 -0.6432660 5.0609566
## [3883] 1.0104323 -4.6203766 1.0104323 2.0386996 -1.4333869 -2.4558714
## [3889] 3.5854979 -0.2167735 3.5854979 -4.3797737 0.2239623 2.9232513
## [3895] -0.2167735 3.8061281 -4.3797737 -3.4748222 -1.8431846 1.3364991
## [3901] -6.8627651 7.6044313 -2.4558714 -3.4748222 5.8547493 1.3364991
## [3907] 0.1871640 1.3364991 0.1871640 -1.4333869 -1.8431846 3.5854979
## [3913] 5.5901813 -22.3649956 10.0796614 1.3364991 -4.1391309 2.9232513
## [3919] -5.1014852 1.8170104 2.0386996 1.8170104 0.2239623 -1.6384875
## [3925] -1.4333869 1.8170104 1.8170104 -1.6384875 -2.8636630 -5.1014852
## [3931] 7.2737480 1.3364991 0.1871640 0.6219152 -1.0324501 2.4812975
## [3937] -0.6432660 3.3648162 2.6101840 -4.1391309 -4.6203766 3.8061281
## [3943] 1.3364991 -1.4333869 -3.4748222 2.9232513 -5.8229654 2.9232513
## [3949] 7.4619465 -5.8229654 5.3255852 -1.6384875 -3.4748222 3.5854979
## [3955] -1.4333869 3.8061281 -3.0674390 2.4812975 -2.4558714 -12.0651168
## [3961] -1.8431846 3.1440721 5.8547493 -5.5824922 5.5901813 3.8061281
## [3967] -0.2167735 -5.1014852 2.9232513 -1.4333869 3.1440721 2.0386996
## [3973] -12.0651168 5.3255852 0.6219152 -0.6432660 -2.4558714 2.7023350
## [3979] -3.0674390 -0.6432660 1.8170104 -1.0324501 -0.2167735 -3.0674390
## [3985] -2.8636630 8.9269230 -2.0476004 -0.6432660 -13.3497212 13.3824185
## [3991] 0.2239623 -1.8431846 -3.2711553 1.2020154 0.2239623 2.9232513
## [3997] 3.5854979 2.4812975 -2.4558714 2.4812975 -6.8704820 1.3364991
## [4003] 2.7023350 -3.0674390 0.6219152 -0.2167735 1.0104323 0.6219152
## [4009] -1.0324501 5.5901813 -1.0324501 -12.0651168 6.3838151 -8.0382870
## [4015] 0.6219152 -0.2167735 0.1871640 -0.2167735 6.1192929 -7.1566739
## [4021] 5.5901813 -0.2167735 1.0104323 0.6219152 -5.3419997 2.4812975
## [4027] 1.8170104 0.2239623 -3.4748222 1.0104323 -0.6432660 -1.0324501
## [4033] 2.4812975 -2.8636630 -1.8431846 5.5901813 2.4812975 0.2239623
## [4039] 4.7962901 -6.8627651 -0.2167735 2.4812975 0.2239623 -6.8704820
## [4045] 2.0386996 -8.6259540 6.3838151 2.4812975 -7.4505623 5.3255852
## [4051] -3.2711553 1.8170104 8.2169806 0.2239623 3.8061281 -7.1566739
## [4057] -0.6432660 2.4812975 -5.3419997 8.2169806 3.1440721 -5.3419997
## [4063] -1.4333869 -2.6598132 7.2737480 -0.2167735 -2.4558714 -0.6432660
## [4069] 13.3965334 -2.4558714 1.0104323 0.1871640 -3.4748222 1.8170104
## [4075] 0.6219152 -4.3797737 0.6219152 3.3648162 2.4812975 -2.8636630
## [4081] -2.8636630 8.2169806 -3.2711553 0.2239623 0.1871640 8.2169806
## [4087] 2.7023350 -8.6259540 4.7962901 2.4812975 -0.6432660 2.0386996
## [4093] 0.6219152 5.3255852 -22.3649956 6.1192929 -4.1391309 6.1192929
## [4099] -4.1391309 -4.1391309 1.0104323 1.0104323 0.6219152 3.1440721
## [4105] -4.3797737 2.9232513 -3.4748222 -6.8704820 3.3648162 -1.0324501
## [4111] 1.8170104 0.2239623 -1.4333869 13.3965334 -5.1014852 1.3364991
## [4117] -2.4558714 -1.0324501 13.3965334 0.2239623 0.1871640 -1.0324501
## [4123] -4.8609455 6.3838151 -2.4558714 -2.8636630 1.8170104 4.7962901
## [4129] -12.0651168 -2.6598132 8.9269230 -1.6384875 -1.8431846 -2.4558714
## [4135] 2.9232513 0.2239623 -3.2711553 0.2239623 0.6219152 1.0104323
## [4141] -6.8704820 4.5315790 8.2169806 -4.1391309 -5.3419997 6.3838151
## [4147] -2.8636630 1.0104323 1.8170104 1.8170104 0.6219152 -2.8636630
## [4153] 4.7962901 -0.6432660 -30.2637330 7.4619465 -1.0324501 -1.6384875
## [4159] -22.3649956 2.4812975 6.1192929 3.3648162 -10.3859948 8.2169806
## [4165] 5.0609566 -2.8636630 8.2657197 -1.6384875 1.8170104 -3.0674390
## [4171] -5.1014852 5.3255852 -0.2167735 1.0104323 1.3364991 -10.3859948
## [4177] 7.4619465 -1.0324501 0.2239623 2.9232513 -1.8431846 3.8061281
## [4183] -1.4333869 -0.2167735 2.9232513 -8.3321270 -7.4505623 7.9350875
## [4189] 7.2737480 -1.4333869 1.0104323 -3.2711553 3.3648162 0.2239623
## [4195] 3.3648162 -30.2637330 1.3364991 0.1871640 -1.4333869 -2.4558714
## [4201] 2.9232513 -30.2637330 -30.2637330 -5.1014852 8.2657197 2.6101840
## [4207] 2.7023350 -3.2711553 1.2020154 -3.0674390 5.3255852 -0.2167735
## [4213] 2.4812975 -17.2406465 5.8547493 -5.5824922 8.2169806 -0.6432660
## [4219] 2.2601029 1.3364991 0.4196260 -0.6432660 2.4812975 -1.4333869
## [4225] 8.2169806 -3.0674390 1.3364991 -7.4505623 3.1440721 -4.6203766
## [4231] 7.6044313 2.2601029 -1.0324501 -1.0324501 -0.2167735 0.2239623
## [4237] 1.3364991 -30.2637330 0.2239623 7.4619465 1.3364991 0.1871640
## [4243] 0.6219152 0.1871640 -1.4333869 -1.4333869 0.6219152 0.2239623
## [4249] 2.4812975 0.2239623 2.0386996 -4.8609455 0.6219152 -6.8704820
## [4255] -0.6432660 0.4196260 4.5315790 2.9232513 -7.1566739 0.4196260
## [4261] -0.6432660 8.5963308 -30.2637330 2.9232513 1.3364991 -1.0324501
## [4267] 1.3364991 -2.0476004 -0.6432660 -3.4748222 7.4619465 0.2239623
## [4273] -3.4748222 0.1871640 -4.3797737 8.5963308 -4.8609455 5.5901813
## [4279] -1.4333869 1.3364991 -1.6384875 -30.2637330 -2.8636630 1.8170104
## [4285] 5.5901813 1.0104323 3.8061281 -2.2518122 0.2239623 2.4812975
## [4291] 1.3364991 -1.2301873 -2.6598132 1.3364991 0.6219152 -8.3321270
## [4297] 7.2737480 -1.0324501 0.6219152 0.2239623 3.1440721 2.0386996
## [4303] -2.0476004 -12.0651168 1.8170104 1.0104323 -12.0651168 3.8061281
## [4309] -2.8636630 2.4812975 0.6219152 3.8061281 2.6101840 0.1871640
## [4315] 1.0104323 -3.0674390 -0.2167735 1.0104323 -3.0674390 1.8170104
## [4321] 1.0104323 -3.4748222 0.2239623 0.6219152 0.1871640 3.1440721
## [4327] 0.2239623 2.6101840 -4.6203766 3.8061281 2.9232513 -0.2167735
## [4333] -1.6384875 -4.3797737 2.4812975 2.6101840 -2.2518122 -2.6598132
## [4339] 4.5315790 -1.4333869 -1.4333869 3.3648162 0.1871640 -8.6259540
## [4345] 7.6044313 -2.0476004 0.2239623 -2.6598132 1.8170104 2.4812975
## [4351] -0.2167735 3.3648162 -4.3797737 -1.6384875 0.6219152 0.2239623
## [4357] -1.6384875 0.6219152 1.3364991 -0.6432660 -1.8431846 -2.4558714
## [4363] 2.2601029 -0.2167735 -1.4333869 8.2169806 -2.0476004 -1.0324501
## [4369] 6.1192929 -1.0324501 -4.8609455 5.8547493 -0.6432660 0.2239623
## [4375] 1.3364991 -1.4333869 1.8170104 -6.8704820 2.7023350 -3.4748222
## [4381] -1.4333869 1.3364991 5.5901813 -12.0651168 5.3255852 2.6101840
## [4387] -5.3419997 5.5901813 1.0104323 -2.2518122 -0.6432660 0.2239623
## [4393] 2.6101840 4.7962901 -4.8609455 0.6219152 -2.6598132 -1.0324501
## [4399] 5.8547493 -0.2167735 -6.8627651 3.1440721 2.7023350 -4.3797737
## [4405] 2.4812975 -2.4558714 -0.6432660 4.7962901 -2.0476004 -6.8704820
## [4411] 7.4619465 2.0386996 -6.0634217 -3.2711553 0.6219152 0.2239623
## [4417] 2.4812975 3.8061281 -2.0476004 1.0104323 -1.6384875 7.4619465
## [4423] 1.0104323 -0.6432660 -4.3797737 1.8170104 -30.2637330 1.3364991
## [4429] 3.5854979 0.6219152 -3.4748222 7.4619465 2.7023350 1.0104323
## [4435] 0.6219152 -3.2711553 2.2601029 -0.6432660 -0.6432660 -12.6881544
## [4441] 8.9269230 6.1192929 -1.6384875 -2.0476004 0.2239623 -5.1014852
## [4447] 13.3965334 -0.2167735 2.2601029 -7.7444327 5.0609566 -4.3797737
## [4453] 1.8170104 8.2657197 -30.1092537 7.2737480 2.0386996 -1.8431846
## [4459] 2.4812975 -0.6432660 1.0104323 -1.4333869 1.3364991 -2.0476004
## [4465] 0.1871640 3.5854979 -0.6432660 -4.3797737 0.1871640 12.6149977
## [4471] -0.2167735 -1.4333869 -0.2167735 3.1440721 -5.1014852 0.2239623
## [4477] 5.3255852 -3.0674390 -3.4748222 -4.8609455 8.2169806 -2.8636630
## [4483] 7.9350875 -22.7440524 7.2737480 3.1440721 -3.4748222 -0.6432660
## [4489] 0.6219152 2.0386996 -4.1391309 0.1871640 0.6219152 5.0609566
## [4495] -3.4748222 -3.4748222 2.4812975 1.3364991 -5.5824922 7.9350875
## [4501] -2.6598132 7.4619465 -2.0476004 -4.8609455 1.8170104 2.9232513
## [4507] 4.5315790 -5.1014852 1.0104323 -18.5333956 3.8061281 -0.2167735
## [4513] -3.2711553 3.3648162 -2.4558714 4.5315790 3.1440721 -6.8704820
## [4519] -3.2711553 2.4812975 0.6219152 3.1440721 -3.0674390 -2.0476004
## [4525] 3.5854979 -5.3419997 1.8170104 -1.4333869 0.6219152 2.2601029
## [4531] -6.8704820 1.3364991 0.6219152 3.5854979 -0.6432660 -30.2637330
## [4537] 1.0104323 4.7962901 0.2239623 -1.4333869 -1.4333869 -1.4333869
## [4543] -0.2167735 -1.0324501 1.0104323 -3.2711553 -6.8704820 8.5963308
## [4549] 6.3838151 -2.0476004 -22.7440524 12.6149977 7.2737480 -1.0324501
## [4555] -2.2518122 -4.3797737 2.2601029 2.9232513 1.0104323 -6.8704820
## [4561] -4.8609455 1.3364991 -2.8636630 -8.3321270 4.5315790 7.4619465
## [4567] 3.3648162 -6.8704820 0.4196260 2.2601029 -5.8229654 6.3838151
## [4573] -18.5333956 2.6101840 2.2601029 0.8175047 -2.6598132 -2.2518122
## [4579] -22.7440524 10.6496654 7.4619465 6.3838151 -30.2637330 -1.8431846
## [4585] 8.2657197 -3.0674390 -22.7440524 -6.8704820 10.6496654 6.1192929
## [4591] -1.8431846 -2.8636630 -8.3321270 18.5358665 3.3648162 -0.6432660
## [4597] -1.0324501 1.0104323 3.5854979 0.2239623 -30.2637330 -1.0324501
## [4603] 3.3648162 -1.0324501 -18.5333956 3.1440721 1.3364991 0.6219152
## [4609] -1.0324501 1.0104323 3.3648162 -0.6432660 1.3364991 -5.3419997
## [4615] 2.2601029 0.1871640 3.5854979 -2.8636630 0.1871640 -6.8704820
## [4621] 6.3838151 -2.8636630 -2.0476004 12.6149977 -4.8609455 -6.8704820
## [4627] 0.2239623 3.8061281 0.2239623 1.3364991 0.6219152 -3.4748222
## [4633] 1.3364991 3.5854979 5.5901813 -5.5824922 2.7023350 -4.8609455
## [4639] 1.8170104 0.6219152 -2.4558714 2.9232513 -4.6203766 1.3364991
## [4645] 1.3364991 -4.1391309 7.2737480 -2.6598132 2.9232513 1.3364991
## [4651] -5.3419997 2.0386996 -1.8431846 3.5854979 1.8170104 1.0104323
## [4657] -4.1391309 2.7023350 0.1871640 -1.4333869 3.3648162 -4.3797737
## [4663] 0.1871640 2.7023350 -2.6598132 0.6219152 0.1871640 -3.4748222
## [4669] 2.4812975 2.4812975 0.2239623 -0.6432660 2.0386996 -0.2167735
## [4675] 2.0386996 0.2239623 -1.0324501 0.2239623 -4.6203766 1.0104323
## [4681] -0.6432660 -0.2167735 -2.8636630 2.9232513 1.8170104 -3.0674390
## [4687] 1.8170104 2.4812975 -3.2711553 1.8170104 -6.8627651 2.2601029
## [4693] -0.2167735 1.8170104 -30.2637330 3.8061281 3.5854979 3.1440721
## [4699] -6.8704820 13.3965334 -3.2711553 -2.0476004 -2.6598132 7.4619465
## [4705] -4.6203766 -0.2167735 2.4812975 0.6219152 2.7023350 -1.0324501
## [4711] -2.4558714 1.3364991 -1.4333869 1.0104323 -30.2637330 0.6219152
## [4717] 0.6219152 0.1871640 0.1871640 0.1871640 0.6219152 -0.6432660
## [4723] 1.3364991 -7.4505623 12.6149977 -2.8636630 8.2169806 -3.4748222
## [4729] 1.0104323 -1.8431846 0.1871640 -0.6432660 0.1871640 2.0386996
## [4735] 3.5854979 -0.6432660 -4.3797737 2.9232513 -1.0324501 7.4619465
## [4741] 0.2239623 -1.0324501 1.0104323 -1.6384875 -0.6432660 -6.8627651
## [4747] 2.2601029 2.2601029 -3.4748222 8.2169806 -30.2637330 13.3965334
## [4753] -2.4558714 -0.6432660 2.9232513 -1.4333869 -1.8431846 -0.6432660
## [4759] 12.6149977 2.9232513 -30.2637330 -0.6432660 0.2239623 -0.2167735
## [4765] 2.4812975 -0.2167735 -1.0324501 -0.2167735 -1.0324501 -0.2167735
## [4771] -5.8229654 5.8547493 1.0104323 8.2169806 -3.2711553 -1.4333869
## [4777] 2.4812975 -0.6432660 0.2239623 1.3364991 -2.2518122 0.1871640
## [4783] -1.0324501 2.0386996 -1.6384875 0.6219152 -0.2167735 -2.0476004
## [4789] -3.4748222 10.0796614 -7.1566739 -1.4333869 3.5854979 -3.0674390
## [4795] 7.4619465 -2.6598132 1.0104323 -3.4748222 3.3648162 -7.4505623
## [4801] 1.2020154 8.5963308 -3.0674390 0.1871640 0.2239623 -1.0324501
## [4807] 2.2601029 1.0104323 -30.2637330 3.5854979 2.7023350 -4.1391309
## [4813] 2.4812975 0.2239623 -2.0476004 2.9232513 -30.2637330 0.1871640
## [4819] 0.6219152 -1.4333869 3.1440721 -2.4558714 2.2601029 -1.2301873
## [4825] 1.3364991 0.1871640 -2.8636630 -5.8229654 5.5901813 2.4812975
## [4831] 0.2239623 -1.4333869 -3.4748222 0.4196260 3.5854979 0.2239623
## [4837] -0.2167735 -2.8636630 0.6219152 3.1440721 -4.6203766 0.6219152
## [4843] 0.1871640 0.1871640 0.1871640 4.7962901 -30.2637330 3.1440721
## [4849] -3.4748222 1.3364991 3.8061281 0.2239623 -4.3797737 0.6219152
## [4855] -2.4558714 2.2601029 -0.2167735 3.1440721 -2.0476004 1.3364991
## [4861] -1.4333869 2.4812975 -0.2167735 1.0104323 -4.8609455 8.2169806
## [4867] 0.2239623 1.3364991 -6.0634217 -0.6432660 2.4812975 1.8170104
## [4873] 0.1871640 -7.4505623 4.5315790 2.4812975 -2.4558714 2.4812975
## [4879] -6.0634217 -4.1391309 8.9269230 -4.6203766 7.9350875 -0.6432660
## [4885] -4.8609455 1.3364991 2.2601029 -1.0324501 -1.4333869 0.6219152
## [4891] -3.2711553 0.4196260 2.9232513 5.3255852 -6.0634217 2.9232513
## [4897] -0.6432660 0.1871640 2.2601029 -30.2637330 0.1871640 -2.8636630
## [4903] 4.7962901 -2.4558714 -2.2518122 -0.2167735 8.2169806 1.0104323
## [4909] -1.8431846 1.8170104 -0.2167735 1.3364991 -7.1566739 -0.2167735
## [4915] 5.5901813 3.1440721 -1.0324501 -4.8609455 1.3364991 3.3648162
## [4921] -4.8609455 -0.6432660 1.0104323 4.5315790 0.1871640 -2.8636630
## [4927] 3.1440721 -1.6384875 -3.2711553 8.2169806 1.0104323 1.3364991
## [4933] 0.2239623 -18.5333956 8.2169806 -1.8431846 3.1440721 -4.6203766
## [4939] 8.2169806 -2.8636630 3.5854979 2.6101840 0.2239623 0.2239623
## [4945] 0.2239623 0.2239623 0.2239623 0.2239623 -3.2711553 -2.0476004
## [4951] 3.5854979 0.2239623 0.2239623 0.2239623 0.2239623 0.2239623
## [4957] -3.2711553 3.3648162 0.2239623 0.2239623 -0.4421190 -1.8431846
## [4963] 2.9232513 -18.5333956 5.0609566 -8.3321270 7.2737480 -10.7637867
## [4969] 10.6496654 0.2239623 0.2239623 0.2239623 0.2239623 0.2239623
## [4975] -1.4333869 5.3255852 0.2239623 0.2239623 0.2239623 -6.8704820
## [4981] 4.5315790 0.2239623 0.2239623 0.2239623 0.2239623 0.2239623
## [4987] 0.2239623 2.0386996 0.2239623 0.2239623 0.2239623 -2.4558714
## [4993] 0.6219152 -0.2167735 -2.8636630 1.0104323 3.5854979 1.8170104
## [4999] -17.2406465 0.2239623 5.3255852 0.2239623 -30.2637330 12.6149977
## [5005] 1.0104323 0.2239623 0.2239623 1.0104323 0.2239623 0.2239623
## [5011] 0.2239623 0.2239623 -2.0476004 1.0104323 0.2239623 0.2239623
## [5017] 0.2239623 0.2239623 0.2239623 0.2239623 -2.4558714 1.8170104
## [5023] 0.2239623 0.2239623 -3.4748222 1.0104323 2.0386996 0.2239623
## [5029] 0.2239623 -18.5333956 4.7962901 2.0386996 0.2239623 0.2239623
## [5035] 7.4619465 -1.0324501 0.2239623 0.2239623 2.6101840 -1.2301873
## [5041] 0.2239623 0.2239623 0.6219152 -1.0324501 0.2239623 0.2239623
## [5047] 0.2239623 2.6101840 -1.2301873 0.2239623 0.2239623 0.2239623
## [5053] 0.2239623 0.2239623 0.2239623 -1.4333869 -0.2167735 0.2239623
## [5059] -2.2518122 1.2020154 0.2239623 0.2239623 0.2239623 8.2169806
## [5065] -2.0476004 -0.2167735 0.2239623 0.2239623 -1.6384875 7.4619465
## [5071] -3.0674390 0.2239623 0.2239623 -6.8704820 5.0609566 0.2239623
## [5077] -0.4421190 0.2239623 -0.4421190 0.2239623 0.2239623 0.2239623
## [5083] 0.2239623 -6.8627651 3.5854979 0.2239623 0.2239623 0.2239623
## [5089] 0.2239623 -0.2167735 1.3364991 2.0386996 -2.4558714 1.3364991
## [5095] -0.2167735 -1.4333869 2.6101840 -0.3755213 0.8175047 0.2239623
## [5101] 0.2239623 0.2239623 -1.4333869 1.2020154 0.2239623 0.4196260
## [5107] -0.6432660 0.6219152 0.2239623 0.2239623 0.2239623 -2.4558714
## [5113] 2.4812975 -3.0674390 0.2239623 3.8061281 0.2239623 4.5315790
## [5119] 25.5035367 -10.0081847 -2.2518122 -6.8704820 0.4196260 0.2239623
## [5125] 0.2239623 -2.4558714 3.5854979 0.6219152 -2.0476004 -2.4558714
## [5131] 1.8170104 -4.3797737 -0.2167735 8.2169806 -1.6384875 1.8170104
## [5137] -2.4558714 -0.2167735 1.0104323 -0.2167735 2.4812975 -4.8609455
## [5143] 2.4812975 -7.7444327 7.6044313 2.9232513 -1.0324501 -6.0634217
## [5149] 3.8061281 0.2239623 -0.2167735 4.7962901 -3.4748222 1.3364991
## [5155] -3.2711553 1.8170104 -5.3419997 6.3838151 0.2239623 2.9232513
## [5161] -2.0476004 1.0104323 -1.8431846 1.8170104 -0.6432660 -4.6203766
## [5167] -2.2518122 6.3838151 -0.2167735 1.0104323 0.2239623 -1.4333869
## [5173] 0.6219152 -3.2711553 1.8170104 1.8170104 -2.4558714 2.2601029
## [5179] 1.0104323 1.8170104 0.2239623 -1.6384875 1.0104323 1.0104323
## [5185] -4.1391309 -2.0476004 2.4812975 -0.6432660 1.8170104 -1.0324501
## [5191] -1.8431846 1.0104323 -0.2167735 -1.8431846 3.3648162 1.3364991
## [5197] 1.3364991 0.2239623 -0.2167735 0.6219152 0.1871640 -5.1014852
## [5203] 5.0609566 -4.8609455 3.3648162 -0.6432660 -30.2637330 3.3648162
## [5209] -4.6203766 4.7962901 2.2601029 0.2239623 -1.8431846 2.0386996
## [5215] -3.4748222 2.9232513 0.2239623 -0.6432660 0.2239623 1.3364991
## [5221] -1.6384875 0.6219152 0.2239623 -2.0476004 -0.2167735 2.4812975
## [5227] -4.1391309 -1.8431846 4.5315790 -0.6432660 0.6219152 -1.4333869
## [5233] 0.1871640 -2.8636630 -1.4333869 6.3838151 -9.6303543 10.6496654
## [5239] 1.8170104 -0.2167735 -0.2167735 2.4812975 -0.2167735 -3.4748222
## [5245] -0.2167735 7.4619465 1.0104323 -2.6598132 -1.0324501 5.0609566
## [5251] 0.1871640 -1.0324501 0.1871640 -18.5333956 2.2601029 3.5854979
## [5257] 3.3648162 -1.2301873 -4.6203766 -2.8636630 -4.6203766 5.8547493
## [5263] 0.2239623 3.5854979 1.2020154 -4.6203766 -7.1566739 6.1192929
## [5269] 0.4196260 -5.1014852 2.2601029 0.4196260 1.8170104 1.0104323
## [5275] 1.0104323 8.2169806 -4.8609455 -1.8431846 -3.0674390 12.6149977
## [5281] -1.8431846 -18.5333956 2.7023350 3.8061281 -2.2518122 2.9232513
## [5287] -0.6432660 3.5854979 0.2239623 -4.1391309 2.2601029 12.8534175
## [5293] -11.1415622 2.9232513 -1.8431846 -5.1014852 4.5315790 -0.6432660
## [5299] -1.8431846 1.3364991 0.1871640 8.2169806 -1.4333869 1.3364991
## [5305] -0.2167735 -0.6432660 -2.8636630 -0.2167735 -6.8704820 12.6149977
## [5311] -4.6203766 2.4812975 -0.2167735 1.8170104 -1.4333869 1.0104323
## [5317] 2.0386996 -2.8636630 1.8170104 -18.5333956 -8.3321270 0.8175047
## [5323] 5.3255852 -1.6384875 7.6044313 -4.1391309 1.8170104 1.2020154
## [5329] 0.2239623 5.8547493 -4.1391309 2.9232513 2.0386996 0.6219152
## [5335] 0.1871640 -0.6432660 1.3364991 -3.0674390 -0.6432660 -4.8609455
## [5341] 8.2169806 -1.8431846 -1.4333869 1.0104323 0.6219152 8.2169806
## [5347] -3.4748222 1.8170104 0.2239623 2.4812975 1.0104323 -2.4558714
## [5353] 0.2239623 0.2239623 -12.0651168 2.9232513 5.5901813 -4.1391309
## [5359] 1.8170104 0.1871640 -2.0476004 7.6044313 -0.6432660 -5.1014852
## [5365] 0.1871640 2.4812975 1.8170104 -2.6598132 -0.6432660 -5.3419997
## [5371] 7.6044313 -1.0324501 1.3364991 -30.2637330 -0.2167735 2.4812975
## [5377] 2.6101840 -7.4505623 1.8170104 12.6149977 0.1871640 0.2239623
## [5383] 3.1440721 -2.6598132 -0.6432660 -1.0324501 3.3648162 -0.6432660
## [5389] -1.4333869 4.7962901 -17.2406465 5.3255852 -0.3755213 0.4196260
## [5395] 3.3648162 -6.8704820 -2.6598132 -0.2167735 -1.4333869 3.1440721
## [5401] -0.6432660 -0.2167735 1.0104323 -0.2167735 0.1871640 3.3648162
## [5407] -1.0324501 -3.0674390 2.0386996 -0.3755213 2.9232513 -1.2301873
## [5413] 1.0104323 -0.2167735 -4.6203766 0.1871640 2.4812975 0.2239623
## [5419] 0.1871640 1.3364991 -1.2301873 -1.6384875 1.3364991 1.0104323
## [5425] 1.0104323 -2.2518122 -0.2167735 4.7962901 -1.0324501 1.3364991
## [5431] -3.2711553 -2.0476004 0.2239623 1.0104323 0.1871640 7.4619465
## [5437] -3.4748222 7.4619465 -1.8431846 -2.6598132 2.9232513 -7.1566739
## [5443] 3.5854979 0.2239623 0.2239623 2.4812975 -2.2518122 0.1871640
## [5449] 2.7023350 -1.0324501 -6.0634217 2.9232513 1.0104323 8.2169806
## [5455] 0.2239623 -2.0476004 0.6219152 -2.0476004 3.3648162 -4.6203766
## [5461] 8.2169806 -4.6203766 7.4619465 -1.2301873 0.2239623 0.2239623
## [5467] -3.2711553 0.1871640 0.8175047 0.2239623 0.2239623 -0.8384558
## [5473] 0.8175047 2.2601029 -6.8704820 3.5854979 1.3364991 -5.5824922
## [5479] 1.8170104 2.0386996 -2.0476004 2.7023350 0.1871640 -0.6432660
## [5485] 0.2239623 0.1871640 -0.4421190 1.8170104 -4.6203766 1.2020154
## [5491] 3.3648162 -1.0324501 -5.1014852 2.4812975 7.4619465 -6.8704820
## [5497] -4.1391309 1.3364991 -2.4558714 3.3648162 0.2239623 -1.2301873
## [5503] 3.5854979 0.1871640 8.2169806 -2.2518122 0.1871640 -2.6598132
## [5509] 3.8061281 -5.1014852 0.1871640 -30.2637330 7.4619465 1.0104323
## [5515] -0.6432660 -2.8636630 4.5315790 0.2239623 0.2239623 -5.3419997
## [5521] 3.1440721 1.2020154 0.2239623 0.2239623 0.2239623 0.2239623
## [5527] 0.2239623 0.2239623 0.2239623 0.2239623 0.2239623 -2.2518122
## [5533] 1.8170104 0.2239623 0.2239623 0.2239623 0.2239623 0.2239623
## [5539] 0.2239623 -1.0324501 1.3364991 -0.2167735 -0.2167735 0.2239623
## [5545] 0.6219152 3.8061281 -1.2301873 -5.1014852 -1.0324501 2.0386996
## [5551] 1.0104323 0.6219152 4.5315790 -5.3419997 2.7023350 0.1871640
## [5557] -3.4748222 5.5901813 -5.3419997 1.0104323 -2.4558714 1.3364991
## [5563] -2.4558714 0.2239623 3.5854979 -0.2167735 -2.8636630 1.0104323
## [5569] -4.6203766 5.3255852 0.1871640 -3.4748222 2.4812975 3.8061281
## [5575] -2.6598132 -1.0324501 -2.0476004 -0.2167735 1.8170104 2.0386996
## [5581] -1.4333869 0.2239623 -1.4333869 -1.4333869 2.2601029 7.4619465
## [5587] -2.4558714 -2.8636630 2.9232513 -2.8636630 1.8170104 -1.4333869
## [5593] 1.8170104 -0.2167735 -4.6203766 3.3648162 8.2169806 1.3364991
## [5599] -1.0324501 2.4812975 -0.6432660 0.1871640 -0.2167735 -1.0324501
## [5605] -0.2167735 -1.4333869 -1.0324501 -1.0324501 5.5901813 -2.4558714
## [5611] 3.8061281 -5.1014852 3.1440721 -2.4558714 2.0386996 -5.8229654
## [5617] 3.1440721 -0.6432660 2.9232513 -0.2167735 -4.3797737 3.5854979
## [5623] 2.4812975 -3.0674390 -0.6432660 -3.2711553 1.8170104 8.2169806
## [5629] -2.6598132 -8.6259540 5.3255852 3.5854979 2.0386996 -1.4333869
## [5635] 0.1871640 -0.2167735 0.6219152 3.1440721 -1.4333869 0.2239623
## [5641] -7.4505623 4.5315790 -3.4748222 2.2601029 -1.8431846 4.7962901
## [5647] -4.6203766 2.4812975 -8.3321270 3.8061281 0.2239623 -1.8431846
## [5653] -3.4748222 2.7023350 -2.2518122 5.5901813 1.3364991 -4.3797737
## [5659] 2.7023350 2.2601029 0.2239623 4.5315790 2.4812975 -4.1391309
## [5665] -5.3419997 4.5315790 1.0104323 0.2239623 2.9232513 -1.4333869
## [5671] -1.4333869 -2.8636630 1.0104323 -6.8704820 2.9232513 -0.6432660
## [5677] 8.2169806 -5.3419997 5.3255852 -30.2637330 2.2601029 -2.8636630
## [5683] 2.7023350 -1.8431846 -0.6432660 0.8175047 -0.6432660 6.3838151
## [5689] 2.6101840 -6.0634217 -6.8704820 -5.3419997 10.9613880 1.3364991
## [5695] -1.4333869 1.3364991 -2.0476004 2.4812975 2.4812975 -1.6384875
## [5701] 6.1192929 -7.1566739 2.9232513 1.0104323 -0.2167735 -0.6432660
## [5707] 1.0104323 -3.4748222 -0.2167735 -0.6432660 -2.2518122 1.0104323
## [5713] 3.3648162 5.0609566 -8.3321270 7.9350875 -0.2167735 -0.6432660
## [5719] -1.4333869 2.7023350 -5.1014852 2.2601029 2.0386996 -0.6432660
## [5725] 2.7023350 -0.6432660 2.6101840 -4.6203766 1.0104323 -30.2637330
## [5731] 2.9232513 0.1871640 0.1871640 0.2239623 -1.6384875 -12.0651168
## [5737] 6.3838151 6.3838151 0.2239623 -1.0324501 -1.4333869 -1.0324501
## [5743] 0.2239623 -2.0476004 -0.2167735 -1.0324501 5.3255852 -5.8229654
## [5749] 4.7962901 -2.0476004 2.9232513 0.6219152 -3.4748222 7.4619465
## [5755] -1.4333869 -6.8704820 2.0386996 -0.6432660 -4.8609455 3.3648162
## [5761] 0.1871640 1.8170104 3.5854979 -2.6598132 0.1871640 3.1440721
## [5767] -0.6432660 1.0104323 0.6219152 0.2239623 1.3364991 -2.8636630
## [5773] -5.1014852 -1.4333869 -1.8431846 -2.6598132 7.4619465 1.3364991
## [5779] -2.4558714 5.8547493 1.8170104 -3.4748222 2.4812975 -2.0476004
## [5785] 2.6101840 1.2020154 0.1871640 0.2239623 0.6219152 -0.6432660
## [5791] 2.0386996 1.3364991 -4.8609455 2.0386996 0.1871640 -0.6432660
## [5797] 0.2239623 -6.0634217 2.4812975 3.5854979 -1.6384875 0.1871640
## [5803] 1.3364991 -3.4748222 2.0386996 2.9232513 0.2239623 0.2239623
## [5809] 2.7023350 -5.3419997 1.8170104 0.6219152 -5.1014852 5.5901813
## [5815] -4.6203766 -1.4333869 7.4619465 -0.2167735 1.8170104 2.6101840
## [5821] -1.2301873 -0.2167735 1.3364991 -7.1566739 0.1871640 -1.8431846
## [5827] 3.5854979 3.8061281 -3.0674390 2.0386996 -0.2167735 -1.0324501
## [5833] 1.3364991 -1.6384875 3.1440721 2.2601029 -4.6203766 2.4812975
## [5839] -0.2167735 2.7023350 -7.7444327 0.1871640 2.4812975 1.3364991
## [5845] 1.0104323 2.4812975 0.6219152 -1.0324501 -4.3797737 2.4812975
## [5851] 3.3648162 0.2239623 -2.2518122 -1.0324501 -18.5333956 7.6044313
## [5857] 1.0104323 -5.3419997 -1.4333869 1.3364991 2.9232513 2.6101840
## [5863] -1.6384875 -2.0476004 1.8170104 -2.0476004 1.8170104 1.3364991
## [5869] -7.1566739 4.5315790 0.1871640 -6.0634217 4.5315790 2.2601029
## [5875] 1.8170104 -1.6384875 7.2737480 1.0104323 0.1871640 -1.6384875
## [5881] -6.8704820 -2.6598132 0.2239623 2.4812975 -2.0476004 -4.8609455
## [5887] 0.6219152 1.0104323 2.4812975 -1.6384875 0.1871640 1.0104323
## [5893] -5.8229654 2.9232513 1.0104323 -2.0476004 1.8170104 7.6044313
## [5899] -4.3797737 -7.7444327 1.8170104 -1.4333869 6.3838151 -0.2167735
## [5905] 0.6219152 -0.2167735 2.0386996 -0.6432660 1.0104323 0.2239623
## [5911] -2.6598132 -2.0476004 1.8170104 -0.6432660 5.0609566 -7.1566739
## [5917] -0.6432660 2.4812975 3.1440721 -1.4333869 0.6219152 -1.0324501
## [5923] 1.3364991 -3.4748222 3.3648162 1.8170104 -0.2167735 -8.6259540
## [5929] 12.6149977 -2.8636630 8.2169806 -1.0324501 -0.2167735 2.0386996
## [5935] 0.2239623 0.6219152 -4.8609455 5.5901813 1.3364991 -0.2167735
## [5941] -2.4558714 -0.6432660 1.0104323 -2.0476004 1.0104323 3.8061281
## [5947] -2.0476004 -1.0324501 3.5854979 2.6101840 -12.0651168 3.5854979
## [5953] -2.0476004 -2.4558714 7.4619465 -5.5824922 0.2239623 2.9232513
## [5959] 3.1440721 -3.0674390 -2.8636630 7.4619465 -2.4558714 3.5854979
## [5965] -2.0476004 -1.4333869 -0.2167735 -0.2167735 1.3364991 -0.6432660
## [5971] -2.8636630 4.7962901 1.3364991 0.2239623 -12.6881544 5.5901813
## [5977] -6.8704820 10.6496654 0.6219152 -8.0382870 2.7023350 7.2737480
## [5983] -0.2167735 -3.0674390 7.4619465 1.8170104 -8.6259540 -1.0324501
## [5989] 5.5901813 0.6219152 -1.0324501 -1.0324501 -5.3419997 -2.2518122
## [5995] 13.9113869 -5.1014852 -6.8704820 -4.6203766 5.5901813 0.8175047
## [6001] 0.6219152 -0.2167735 5.0609566 -7.1566739 0.8175047 -3.4748222
## [6007] 5.8547493 2.4812975 -2.0476004 -3.2711553 1.8170104 3.8061281
## [6013] -8.3321270 0.8175047 3.8061281 -1.8431846 4.5315790 -3.2711553
## [6019] -5.3419997 7.2737480 0.6219152 0.2239623 0.2239623 3.3648162
## [6025] -5.5824922 1.2020154 3.8061281 1.0104323 -2.8636630 -1.0324501
## [6031] 8.2169806 -3.2711553 1.3364991 -1.8431846 8.2169806 -3.4748222
## [6037] 10.9613880 -6.0634217 -7.7444327 0.8175047 0.2239623 -0.2167735
## [6043] -3.0674390 2.6101840 6.1192929 -1.8431846 -1.4333869 1.8170104
## [6049] -2.2518122 -4.8609455 2.6101840 7.4619465 5.3255852 0.6219152
## [6055] -2.8636630 -2.2518122 -6.8704820 3.3648162 4.5315790 -4.3797737
## [6061] 3.8061281 8.2169806 0.6219152 -4.8609455 -2.4558714 -1.8431846
## [6067] -1.0324501 7.4619465 12.6149977 -24.4363674 0.4196260 7.4619465
## [6073] -4.8609455 2.7023350 1.8170104 -1.0324501 2.7023350 0.6219152
## [6079] 2.2601029 -6.0634217 1.8170104 0.2239623 -2.6598132 7.2737480
## [6085] 0.1871640 2.0386996 -1.4333869 -4.6203766 4.7962901 -2.4558714
## [6091] 2.2601029 1.0104323 -4.1391309 -3.2711553 2.2601029 4.5315790
## [6097] 0.2239623 -3.2711553 1.3364991 -1.0324501 1.0104323 2.2601029
## [6103] 1.3364991 -2.8636630 2.9232513 -30.2637330 1.0104323 0.2239623
## [6109] -1.8431846 -4.1391309 18.5358665 -1.4333869 0.1871640 3.5854979
## [6115] 0.2239623 -2.0476004 -2.4558714 0.6219152 -1.8431846 0.1871640
## [6121] 6.3838151 0.1871640 -3.0674390 -1.0324501 1.8170104 -0.2167735
## [6127] 0.1871640 -0.2167735 0.2239623 5.0609566 -22.7440524 2.2601029
## [6133] 0.1871640 1.8170104 1.3364991 -3.0674390 1.8170104 -3.0674390
## [6139] 2.0386996 -3.4748222 4.7962901 0.8175047 0.2239623 1.8170104
## [6145] 0.6219152 -2.6598132 1.8170104 0.2239623 -1.4333869 0.6219152
## [6151] -1.0324501 -3.4748222 3.5854979 1.3364991 8.2169806 -1.2301873
## [6157] -2.0476004 -0.4421190 0.2239623 -2.6598132 0.1871640 0.8175047
## [6163] -2.6598132 3.1440721 2.6101840 -0.2167735 -4.6203766 0.6219152
## [6169] -1.8431846 12.6149977 2.2601029 -30.2637330 0.1871640 1.0104323
## [6175] 0.6219152 -2.0476004 5.8547493 -11.1415622 10.6496654 -6.8704820
## [6181] 2.6101840 -3.0674390 3.3648162 -4.3797737 0.6219152 -6.8627651
## [6187] 8.2657197 1.8170104 0.6219152 -2.4558714 2.7023350 2.9232513
## [6193] 1.0104323 -4.8609455 -1.0324501 3.3648162 -1.2301873 -1.4333869
## [6199] 0.2239623 -0.6432660 4.7962901 -30.2637330 1.3364991 -2.2518122
## [6205] -4.3797737 8.9269230 -2.6598132 -1.6384875 -1.4333869 -0.6432660
## [6211] 0.1871640 1.0104323 -2.0476004 -2.0476004 -2.4558714 -2.6598132
## [6217] 2.7023350 5.3255852 1.3364991 -5.3419997 5.8547493 -4.6203766
## [6223] 5.5901813 -7.1566739 4.5315790 0.1871640 -1.8431846 3.5854979
## [6229] 2.4812975 3.1440721 -3.2711553 5.0609566 0.6219152 -2.8636630
## [6235] -1.2301873 2.9232513 -0.6432660 2.7023350 -30.2637330 -2.2518122
## [6241] 0.2239623 3.8061281 -2.2518122 2.0386996 1.3364991 -2.0476004
## [6247] -1.2301873 2.0386996 -1.0324501 -30.2637330 1.8170104 2.6101840
## [6253] -0.2167735 -2.0476004 3.1440721 -4.6203766 2.7023350 -10.3859948
## [6259] 10.6496654 -1.6384875 1.3364991 -2.8636630 2.4812975 -30.2637330
## [6265] 3.3648162 0.2239623 -0.2167735 -7.7444327 6.3838151 0.6219152
## [6271] 40.5972994 -30.1092537 3.1440721 0.1871640 3.1440721 -4.6203766
## [6277] 1.0104323 -1.4333869 2.0386996 -2.6598132 1.0104323 5.5901813
## [6283] -1.6384875 -5.3419997 -2.0476004 8.2657197 -2.0476004 -0.2167735
## [6289] -4.8609455 10.6496654 -5.3419997 -0.2167735 4.7962901 -4.3797737
## [6295] 4.7962901 -0.2167735 -4.3797737 1.3364991 6.1192929 -8.0382870
## [6301] 3.5854979 -6.8627651 4.7962901 -3.4748222 -4.3797737 11.4022063
## [6307] -0.6432660 8.2169806 -6.8704820 0.1871640 2.4812975 -6.0634217
## [6313] 3.5854979 0.2239623 -2.0476004 -3.0674390 -7.4505623 7.2737480
## [6319] 0.6219152 1.8170104 -2.0476004 1.3364991 3.5854979 -1.6384875
## [6325] 1.0104323 0.1871640 -2.0476004 5.3255852 -0.2167735 -5.3419997
## [6331] 3.5854979 1.0104323 -0.6432660 -2.0476004 1.3364991 -18.5333956
## [6337] 2.4812975 2.0386996 -7.1566739 5.3255852 -1.4333869 -6.8704820
## [6343] 4.7962901 0.1871640 -5.1014852 4.7962901 2.0386996 -5.3419997
## [6349] -1.8431846 7.4619465 5.0609566 -1.0324501 -4.8609455 0.6219152
## [6355] 1.8170104 2.4812975 -1.4333869 -5.3419997 5.3255852 -0.2167735
## [6361] -4.3797737 0.2239623 1.0104323 4.5315790 3.1440721 -3.0674390
## [6367] -0.6432660 1.3364991 1.0104323 0.6219152 -30.2637330 1.8170104
## [6373] -0.2167735 -2.8636630 5.0609566 -6.8627651 -1.8431846 2.7023350
## [6379] -2.2518122 -0.2167735 -1.4333869 0.2239623 3.3648162 -5.8229654
## [6385] 0.2239623 2.7023350 0.2239623 0.8175047 4.5315790 -4.3797737
## [6391] -3.4748222 0.8175047 1.2020154 0.8175047 2.7023350 1.3364991
## [6397] 8.2169806 1.3364991 -5.5824922 -2.2518122 -2.2518122 4.5315790
## [6403] 2.2601029 -1.8431846 2.4812975 1.8170104 4.5315790 -2.4558714
## [6409] -5.5824922 -22.7440524 8.9269230 3.8061281 -1.0324501 0.2239623
## [6415] 2.9232513 -2.8636630 1.3364991 7.4619465 -6.8704820 -0.2167735
## [6421] -4.6203766 -1.0324501 5.3255852 0.2239623 0.2239623 -1.8431846
## [6427] 8.2169806 3.5854979 -3.4748222 -30.2637330 -0.2167735 3.5854979
## [6433] -1.4333869 2.4812975 -0.6432660 2.6101840 0.2239623 0.2239623
## [6439] -6.8704820 8.2169806 -1.0324501 -0.2167735 3.5854979 -4.3797737
## [6445] -0.6432660 8.2169806 -5.8229654 3.3648162 0.2239623 0.2239623
## [6451] -0.3755213 1.8170104 -4.8609455 0.6219152 -5.1014852 0.8175047
## [6457] 4.5315790 0.1871640 3.1440721 -30.2637330 5.0609566 -8.0382870
## [6463] 2.9232513 -2.8636630 10.5205409 0.2239623 -3.4748222 0.2239623
## [6469] -0.2167735 2.0386996 -18.5333956 4.5315790 1.8170104 -0.6432660
## [6475] -0.2167735 3.1440721 1.3364991 -2.2518122 1.0104323 3.1440721
## [6481] 0.2239623 -2.0476004 0.1871640 0.2239623 8.2169806 -5.1014852
## [6487] 0.6219152 1.0104323 -0.2167735 -2.6598132 1.8170104 -1.4333869
## [6493] 2.0386996 -4.3797737 -0.6432660 2.0386996 0.2239623 1.3364991
## [6499] -2.4558714 1.8170104 -1.0324501 1.0104323 1.8170104 -0.6432660
## [6505] -0.2167735 1.3364991 0.1871640 1.0104323 -0.2167735 -2.0476004
## [6511] -0.2167735 8.2169806 1.3364991 -2.2518122 -2.6598132 2.4812975
## [6517] -1.2301873 0.6219152 -2.6598132 1.3364991 -1.6384875 4.7962901
## [6523] -2.0476004 1.0104323 1.3364991 1.3364991 -2.8636630 -4.3797737
## [6529] 13.3965334 -2.6598132 1.3364991 -1.2301873 2.2601029 -0.6432660
## [6535] -4.8609455 2.4812975 -8.6259540 5.3255852 1.8170104 3.5854979
## [6541] -1.6384875 1.3364991 -1.4333869 -0.6432660 -0.2167735 -1.4333869
## [6547] 2.7023350 0.1871640 2.7023350 -1.0324501 0.1871640 -1.0324501
## [6553] 0.6219152 1.3364991 -30.2637330 -0.2167735 2.4812975 -0.6432660
## [6559] -0.6432660 -6.8704820 0.1871640 5.0609566 2.6101840 -0.6432660
## [6565] -2.6598132 -2.4558714 -30.2637330 3.3648162 2.2601029 -1.4333869
## [6571] 0.6219152 -1.4333869 0.1871640 2.4812975 2.6101840 -12.0651168
## [6577] 3.1440721 -3.0674390 1.3364991 2.0386996 0.6219152 -3.0674390
## [6583] 2.4812975 -0.6432660 -0.6432660 1.8170104 1.0104323 -3.0674390
## [6589] -1.8431846 -2.8636630 5.8547493 -0.2167735 -1.4333869 1.3364991
## [6595] -0.6432660 13.3965334 -0.2167735 -2.2518122 0.1871640 -3.0674390
## [6601] -6.8627651 5.0609566 23.5804155 -8.0382870 -2.4558714 1.8170104
## [6607] -0.6432660 2.0386996 0.1871640 -3.0674390 1.0104323 0.6219152
## [6613] -2.8636630 -0.6432660 2.2601029 -2.0476004 -6.8704820 3.8061281
## [6619] -1.4333869 -1.8431846 2.9232513 0.2239623 0.2239623 -3.2711553
## [6625] 4.7962901 -2.8636630 3.3648162 3.8061281 -5.1014852 1.8170104
## [6631] 2.4812975 -0.2167735 -4.6203766 1.8170104 0.1871640 0.6219152
## [6637] -3.4748222 0.6219152 1.0104323 2.7023350 -0.3755213 0.1871640
## [6643] 1.2020154 0.8175047 -0.2167735 0.1871640 -1.6384875 1.0104323
## [6649] -30.2637330 2.4812975 7.4619465 -3.0674390 -0.6432660 2.4812975
## [6655] -3.0674390 2.4812975 -3.4748222 0.6219152 -2.4558714 -1.8431846
## [6661] 5.5901813 -2.0476004 -2.4558714 2.4812975 -4.3797737 1.3364991
## [6667] 3.3648162 4.5315790 -5.1014852 0.6219152 3.8061281 -2.6598132
## [6673] -0.2167735 -0.2167735 0.6219152 0.2239623 1.3364991 0.2239623
## [6679] -4.1391309 5.8547493 -6.8704820 3.1440721 -2.0476004 -12.0651168
## [6685] 2.2601029 5.0609566 -5.8229654 0.6219152 0.6219152 3.5854979
## [6691] -1.8431846 -3.2711553 -2.6598132 8.2657197 -2.8636630 4.7962901
## [6697] -4.8609455 5.0609566 -2.6598132 2.9232513 -0.2167735 -0.6432660
## [6703] -2.0476004 0.6219152 -1.4333869 -0.6432660 -1.8431846 6.1192929
## [6709] 2.7023350 -2.2518122 -4.1391309 3.1440721 -3.4748222 -2.4558714
## [6715] -0.2167735 2.9232513 -30.2637330 8.2657197 -3.0674390 -9.6303543
## [6721] 7.9350875 -1.8431846 7.6044313 -12.0651168 0.4196260 -2.8636630
## [6727] 1.2020154 2.9232513 8.2169806 0.6219152 -6.8627651 -2.6598132
## [6733] -1.8431846 13.3965334 -2.6598132 0.4196260 2.7023350 0.6219152
## [6739] 0.6219152 2.2601029 -0.2167735 2.0386996 -5.5824922 0.2239623
## [6745] 0.6219152 3.5854979 0.6219152 1.0104323 -0.2167735 -1.0324501
## [6751] 1.0104323 -5.1014852 -2.8636630 6.3838151 -7.7444327 -0.8384558
## [6757] 7.4619465 8.2169806 0.6219152 -1.8431846 -2.8636630 -0.2167735
## [6763] -1.4333869 1.8170104 -0.6432660 2.9232513 -6.8704820 3.8061281
## [6769] 0.1871640 -5.3419997 3.1440721 -5.1014852 10.9613880 -4.8609455
## [6775] 3.3648162 -6.8704820 0.4196260 -3.0674390 2.7023350 4.7962901
## [6781] -3.2711553 1.0104323 0.2239623 0.6219152 -6.8704820 5.0609566
## [6787] -6.8704820 1.0104323 -1.0324501 -0.6432660 8.2169806 -1.8431846
## [6793] -0.2167735 4.7962901 -1.4333869 3.8061281 0.6219152 -5.1014852
## [6799] 0.1871640 2.0386996 -1.0324501 -0.2167735 -1.0324501 -6.0634217
## [6805] 2.7023350 2.7023350 -1.0324501 1.8170104 -2.0476004 2.2601029
## [6811] 1.0104323 -30.2637330 7.2737480 -5.1014852 -1.0324501 5.5901813
## [6817] -3.0674390 -2.0476004 2.4812975 0.6219152 1.0104323 0.6219152
## [6823] 2.7023350 -1.0324501 -2.6598132 -30.2637330 0.6219152 1.8170104
## [6829] -0.6432660 1.0104323 3.1440721 2.0386996 -2.4558714 2.0386996
## [6835] 0.2239623 -2.4558714 0.1871640 1.0104323 1.3364991 -4.1391309
## [6841] 2.0386996 -3.0674390 2.2601029 -3.2711553 -0.6432660 2.9232513
## [6847] 5.3255852 -7.1566739 3.5854979 -30.2637330 -0.6432660 7.6044313
## [6853] -2.4558714 2.7023350 -2.4558714 4.5315790 -6.0634217 2.7023350
## [6859] 3.1440721 -6.8704820 0.2239623 -3.0674390 2.9232513 6.1192929
## [6865] -6.8704820 0.1871640 -0.2167735 2.6101840 -3.0674390 1.0104323
## [6871] 0.1871640 -2.4558714 -2.0476004 2.0386996 3.3648162 0.6219152
## [6877] -2.2518122 1.3364991 -2.6598132 -0.2167735 1.0104323 2.0386996
## [6883] 1.3364991 -6.8704820 4.5315790 -1.6384875 -1.6384875 4.5315790
## [6889] -2.8636630 -1.0324501 -0.6432660 -1.0324501 12.6149977 -4.1391309
## [6895] 3.8061281 -2.6598132 -3.0674390 5.8547493 0.2239623 -2.6598132
## [6901] -0.6432660 -1.2301873 -1.4333869 2.4812975 8.2169806 -2.8636630
## [6907] 2.6101840 -2.2518122 -0.6432660 2.6101840 -4.8609455 3.1440721
## [6913] -0.2167735 1.3364991 0.1871640 -0.2167735 -4.6203766 -0.6432660
## [6919] 2.9232513 -0.6432660 -4.1391309 5.3255852 -0.6432660 -0.2167735
## [6925] 2.0386996 0.1871640 0.1871640 -0.4421190 -0.3755213 -2.6598132
## [6931] 2.7023350 1.3364991 -2.6598132 1.8170104 -2.4558714 -3.0674390
## [6937] 2.0386996 1.0104323 -2.8636630 -2.4558714 7.6044313 -0.2167735
## [6943] 2.4812975 -8.6259540 6.1192929 0.1871640 -2.4558714 3.1440721
## [6949] -5.3419997 2.4812975 2.0386996 2.6101840 -1.6384875 -6.8704820
## [6955] 7.9350875 -5.3419997 3.5854979 1.0104323 -2.2518122 2.0386996
## [6961] -5.1014852 -3.2711553 8.2657197 -1.4333869 1.3364991 -1.0324501
## [6967] 1.0104323 -0.6432660 -8.0382870 4.7962901 2.0386996 0.6219152
## [6973] -0.2167735 2.0386996 -1.6384875 -6.0634217 3.5854979 0.2239623
## [6979] -1.0324501 2.0386996 0.6219152 -0.6432660 -2.4558714 6.1192929
## [6985] -4.3797737 0.2239623 1.0104323 0.6219152 -0.6432660 -3.0674390
## [6991] 2.4812975 1.8170104 -1.6384875 1.0104323 0.2239623 -4.6203766
## [6997] 6.1192929 3.8061281 -7.4505623 7.4619465 -2.6598132 -8.3321270
## [7003] 10.0796614 -0.6432660 -2.8636630 3.5854979 0.1871640 0.2239623
## [7009] 1.8170104 -4.1391309 3.1440721 -22.7440524 8.2657197 1.8170104
## [7015] -3.0674390 -30.2637330 5.5901813 -4.6203766 2.2601029 -0.6432660
## [7021] 2.2601029 1.0104323 17.7722478 -14.8021852 -0.2167735 0.2239623
## [7027] 2.0386996 -2.4558714 0.2239623 -4.8609455 6.3838151 -30.2637330
## [7033] 5.0609566 -2.6598132 0.6219152 0.6219152 -9.6303543 18.5358665
## [7039] 1.3364991 -5.5824922 4.7962901 7.4619465 -2.0476004 -0.6432660
## [7045] -2.8636630 7.4619465 2.6101840 -4.6203766 -0.2167735 6.1192929
## [7051] -2.0476004 -5.1014852 1.0104323 0.1871640 -2.0476004 0.1871640
## [7057] 8.2169806 -1.4333869 0.2239623 1.3364991 1.3364991 0.6219152
## [7063] -0.6432660 0.2239623 1.0104323 -2.6598132 -30.2637330 3.5854979
## [7069] -1.0324501 7.2737480 -2.6598132 -0.2167735 -1.0324501 -5.8229654
## [7075] 2.2601029 3.5854979 0.1871640 -7.7444327 8.2169806 1.0104323
## [7081] -12.0651168 7.2737480 0.6219152 0.6219152 -1.6384875 -1.4333869
## [7087] -0.2167735 -18.5333956 13.3965334 1.3364991 0.2239623 -2.0476004
## [7093] -1.0324501 0.2239623 -1.0324501 0.2239623 -1.0324501 2.9232513
## [7099] 0.2239623 -2.8636630 1.2020154 2.7023350 -2.2518122 5.0609566
## [7105] -4.1391309 -5.8229654 2.0386996 -1.2301873 2.2601029 -2.2518122
## [7111] 3.8061281 4.5315790 -3.2711553 3.5854979 -6.8627651 2.6101840
## [7117] 5.3255852 -7.1566739 5.3255852 -6.8704820 2.7023350 8.2169806
## [7123] -4.6203766 -1.8431846 -3.4748222 0.8175047 6.1192929 -1.8431846
## [7129] -1.4333869 -1.0324501 0.4196260 -2.2518122 -0.8384558 7.4619465
## [7135] 2.6101840 -3.0674390 0.8175047 2.7023350 3.8061281 -5.3419997
## [7141] 4.5315790 -5.3419997 6.1192929 -0.2167735 -0.2167735 -6.8704820
## [7147] 2.6101840 0.4196260 2.2601029 -7.1566739 4.5315790 -0.2167735
## [7153] 3.8061281 -4.3797737 0.4196260 3.8061281 -1.0324501 -0.6432660
## [7159] 5.8547493 0.6219152 -12.0651168 -1.8431846 3.8061281 -0.2167735
## [7165] 2.9232513 -3.0674390 -0.6432660 -0.2167735 3.3648162 -4.3797737
## [7171] 2.2601029 7.4619465 1.0104323 -4.1391309 7.4619465 -3.4748222
## [7177] -2.8636630 -4.1391309 3.1440721 3.8061281 1.0104323 -10.7637867
## [7183] 3.5854979 7.6044313 -0.2167735 0.2239623 2.4812975 -4.1391309
## [7189] -18.5333956 0.4196260 12.6149977 -0.6432660 8.2169806 -5.3419997
## [7195] 2.2601029 -0.6432660 3.3648162 0.2239623 0.2239623 0.2239623
## [7201] 0.2239623 0.2239623 0.2239623 0.2239623 0.2239623 0.2239623
## [7207] 0.2239623 0.2239623 0.2239623 0.8175047 -4.6203766 -1.8431846
## [7213] 4.5315790 5.0609566 -5.1014852 -2.8636630 5.8547493 -2.0476004
## [7219] 2.0386996 -2.0476004 1.3364991 3.1440721 0.2239623 0.6219152
## [7225] 0.2239623 -1.0324501 -0.6432660 -1.0324501 1.3364991 0.2239623
## [7231] -0.6432660 1.3364991 2.6101840 -3.0674390 4.5315790 -0.6432660
## [7237] -1.0324501 -2.6598132 1.3364991 -0.2167735 4.5315790 -5.3419997
## [7243] 0.2239623 -2.0476004 1.3364991 -6.8627651 8.2657197 -0.2167735
## [7249] 1.8170104 -0.6432660 -5.5824922 -1.8431846 18.5358665 2.2601029
## [7255] 1.0104323 -30.2637330 -0.2167735 1.0104323 1.0104323 -2.0476004
## [7261] -4.8609455 2.4812975 -2.0476004 2.9232513 -2.0476004 2.4812975
## [7267] -1.4333869 0.1871640 3.5854979 -1.6384875 -1.0324501 3.8061281
## [7273] -12.0651168 6.1192929 -3.0674390 -1.0324501 -2.0476004 8.2657197
## [7279] -30.2637330 0.6219152 -0.6432660 -2.6598132 8.5963308 -3.2711553
## [7285] -8.0382870 3.5854979 7.4619465 -2.0476004 4.7962901 -7.1566739
## [7291] 0.1871640 6.1192929 0.2239623 2.0386996 -4.3797737 -1.0324501
## [7297] -2.8636630 -3.4748222 3.3648162 8.2657197 -8.3321270 2.2601029
## [7303] 5.0609566 -5.1014852 -5.5824922 4.7962901 2.9232513 -4.6203766
## [7309] 0.6219152 1.0104323 2.4812975 -30.2637330 8.2169806 0.2239623
## [7315] -1.6384875 0.1871640 -0.2167735 0.1871640 -1.8431846 4.7962901
## [7321] -12.0651168 2.4812975 3.1440721 4.7962901 -2.0476004 -3.2711553
## [7327] -4.1391309 8.2657197 -5.3419997 0.2239623 2.9232513 1.0104323
## [7333] -2.0476004 1.0104323 -3.0674390 13.3965334 -4.3797737 -0.2167735
## [7339] 7.4619465 -6.0634217 0.1871640 2.9232513 2.7023350 0.6219152
## [7345] -1.6384875 -1.0324501 -1.0324501 0.2239623 2.7023350 1.3364991
## [7351] -0.6432660 -4.1391309 13.3965334 -12.0651168 0.2239623 3.8061281
## [7357] -1.6384875 -1.0324501 -4.6203766 3.3648162 2.0386996 0.2239623
## [7363] -0.6432660 1.8170104 -1.0324501 -5.8229654 -1.8431846 4.5315790
## [7369] -1.8431846 -0.6432660 1.0104323 -1.0324501 5.5901813 -2.0476004
## [7375] 7.4619465 -7.1566739 2.2601029 2.0386996 -0.6432660 -4.6203766
## [7381] 4.7962901 -1.8431846 4.7962901 -1.6384875 1.8170104 -4.1391309
## [7387] 2.9232513 -3.0674390 -1.4333869 -0.6432660 2.4812975 0.2239623
## [7393] 0.6219152 0.2239623 -0.2167735 -1.0324501 5.3255852 7.2737480
## [7399] -4.3797737 -2.0476004 -1.4333869 -1.0324501 -4.6203766 6.1192929
## [7405] -4.3797737 1.0104323 3.1440721 -5.5824922 -0.6432660 4.7962901
## [7411] 1.3364991 -1.0324501 0.6219152 -1.0324501 -2.8636630 0.6219152
## [7417] 2.4812975 3.5854979 2.6101840 -3.0674390 -1.4333869 3.8061281
## [7423] -2.6598132 1.3364991 8.2169806 -4.6203766 3.1440721 -0.6432660
## [7429] -5.3419997 -30.2637330 -3.2711553 3.3648162 1.8170104 2.2601029
## [7435] 5.0609566 0.1871640 -3.0674390 1.0104323 -7.1566739 0.2239623
## [7441] 2.9232513 0.2239623 8.2169806 -3.4748222 -3.2711553 2.4812975
## [7447] 0.6219152 -0.2167735 0.1871640 8.2169806 -2.0476004 -1.0324501
## [7453] 2.0386996 -1.6384875 -2.4558714 5.3255852 -1.0324501 -0.2167735
## [7459] -3.0674390 1.3364991 2.9232513 -0.6432660 1.8170104 -2.0476004
## [7465] 1.0104323 -1.0324501 -5.5824922 1.0104323 -6.8704820 7.6044313
## [7471] -4.1391309 0.6219152 -30.2637330 1.8170104 1.8170104 -5.5824922
## [7477] 5.8547493 3.5854979 -2.8636630 1.3364991 -4.6203766 0.2239623
## [7483] 1.2020154 -18.5333956 3.1440721 2.6101840 -1.8431846 -0.2167735
## [7489] 3.8061281 1.2020154 -7.1566739 18.5358665 -12.0651168 2.6101840
## [7495] 3.3648162 -4.3797737 -1.2301873 7.4619465 -1.0324501 -5.3419997
## [7501] 3.1440721 -3.4748222 12.6149977 2.2601029 -2.2518122 -1.4333869
## [7507] 0.2239623 2.2601029 4.5315790 -4.6203766 5.3255852 -2.0476004
## [7513] 1.8170104 -6.8704820 5.3255852 -5.3419997 -2.2518122 5.3255852
## [7519] -30.2637330 1.2020154 -1.0324501 40.5972994 -12.6881544 7.4619465
## [7525] -30.2637330 -1.4333869 -0.2167735 -2.2518122 -2.6598132 7.4619465
## [7531] -1.8431846 2.6101840 -5.1014852 3.8061281 -2.6598132 1.2020154
## [7537] -0.2167735 5.0609566 -1.0324501 -3.2711553 3.8061281 -2.2518122
## [7543] -1.8431846 -3.0674390 5.8547493 -3.0674390 8.5963308 -2.8636630
## [7549] 0.6219152 -18.5333956 5.0609566 -4.1391309 13.3965334 0.6219152
## [7555] -4.6203766 -1.4333869 3.3648162 -0.6432660 2.9232513 -2.4558714
## [7561] 0.4196260 -2.6598132 0.2239623 2.2601029 4.5315790 1.0104323
## [7567] -18.5333956 -1.8431846 -3.0674390 -4.3797737 25.5035367 3.5854979
## [7573] 0.6219152 0.6219152 -0.6432660 -2.8636630 8.2169806 -30.2637330
## [7579] 2.9232513 -2.8636630 8.2169806 -1.6384875 3.8061281 2.6101840
## [7585] 1.0104323 -2.2518122 -0.2167735 -0.6432660 1.8170104 -2.6598132
## [7591] -12.0651168 7.9350875 3.3648162 -5.1014852 3.8061281 -6.0634217
## [7597] 5.8547493 3.1440721 -2.8636630 3.1440721 -4.3797737 -4.1391309
## [7603] 7.4619465 3.1440721 -2.2518122 -6.8704820 1.3364991 -0.6432660
## [7609] 2.4812975 -3.4748222 2.0386996 1.3364991 -1.4333869 -3.4748222
## [7615] 8.2169806 1.3364991 -2.6598132 2.4812975 0.6219152 0.1871640
## [7621] -2.6598132 -1.0324501 -1.8431846 -30.2637330 5.3255852 -1.8431846
## [7627] 2.4812975 -0.2167735 -1.4333869 -0.6432660 13.3965334 0.1871640
## [7633] 1.0104323 1.3364991 -30.2637330 -5.1014852 2.2601029 2.0386996
## [7639] -4.8609455 4.7962901 2.7023350 -3.0674390 7.4619465 -0.4421190
## [7645] 0.2239623 -2.8636630 5.3255852 -30.2637330 0.6219152 2.7023350
## [7651] -1.6384875 -2.0476004 -0.2167735 1.8170104 0.1871640 2.6101840
## [7657] -2.2518122 -0.6432660 -7.1566739 7.9350875 -8.0382870 7.2737480
## [7663] 1.3364991 3.1440721 2.6101840 -2.0476004 -2.6598132 -1.6384875
## [7669] 0.2239623 -1.4333869 0.6219152 -1.0324501 -5.8229654 5.0609566
## [7675] 0.1871640 1.0104323 -0.2167735 5.3255852 -0.6432660 -2.0476004
## [7681] -1.4333869 12.6149977 -1.2301873 -1.6384875 -1.6384875 -0.2167735
## [7687] -0.2167735 0.2239623 0.1871640 -1.6384875 3.8061281 4.7962901
## [7693] 0.2239623 -2.6598132 1.3364991 -0.2167735 -1.2301873 2.7023350
## [7699] -1.6384875 -3.0674390 -1.4333869 -0.6432660 -1.6384875 7.4619465
## [7705] 0.6219152 -2.6598132 -2.8636630 -1.4333869 1.3364991 -0.2167735
## [7711] 1.8170104 -5.5824922 2.9232513 2.2601029 -6.0634217 2.7023350
## [7717] 4.5315790 0.2239623 1.3364991 5.3255852 -4.8609455 -1.4333869
## [7723] -1.0324501 7.4619465 -3.0674390 2.9232513 -1.6384875 0.6219152
## [7729] 2.0386996 -1.0324501 -0.6432660 0.1871640 -1.6384875 -1.4333869
## [7735] -2.4558714 1.0104323 12.6149977 -1.4333869 -1.4333869 -1.4333869
## [7741] -4.1391309 1.3364991 2.4812975 3.5854979 0.1871640 -4.3797737
## [7747] -4.8609455 2.9232513 0.6219152 2.9232513 0.2239623 -0.2167735
## [7753] 0.6219152 0.1871640 -5.1014852 2.2601029 3.1440721 -2.4558714
## [7759] -0.2167735 2.4812975 -6.8627651 8.2169806 0.6219152 0.6219152
## [7765] -0.6432660 1.8170104 -2.8636630 -2.2518122 1.0104323 2.9232513
## [7771] -1.8431846 2.2601029 7.4619465 -2.0476004 -2.0476004 -5.3419997
## [7777] 7.6044313 -3.4748222 -0.2167735 2.9232513 2.4812975 -4.3797737
## [7783] 4.7962901 -5.5824922 0.1871640 -1.0324501 1.0104323 1.8170104
## [7789] -2.0476004 2.4812975 -1.4333869 2.4812975 1.3364991 0.1871640
## [7795] -0.6432660 1.8170104 -4.8609455 -1.0324501 2.9232513 0.1871640
## [7801] 3.8061281 -4.1391309 -1.8431846 5.0609566 0.2239623 -3.0674390
## [7807] -1.4333869 1.8170104 -1.0324501 -2.8636630 3.5854979 -0.6432660
## [7813] -1.0324501 -1.4333869 1.3364991 -5.8229654 2.2601029 3.3648162
## [7819] 1.3364991 1.3364991 0.2239623 -1.0324501 -2.8636630 2.4812975
## [7825] -2.0476004 0.1871640 1.3364991 0.2239623 -1.0324501 0.2239623
## [7831] -0.6432660 0.6219152 -6.0634217 3.1440721 1.0104323 1.8170104
## [7837] -4.6203766 3.3648162 -6.8704820 3.3648162 0.4196260 -2.8636630
## [7843] -0.2167735 2.7023350 -0.2167735 3.8061281 -1.4333869 -1.0324501
## [7849] -1.0324501 1.8170104 3.3648162 -2.8636630 2.2601029 0.1871640
## [7855] 0.2239623 4.5315790 -9.6303543 -2.6598132 2.2601029 -2.2518122
## [7861] 5.8547493 3.1440721 -5.1014852 0.4196260 -4.1391309 6.1192929
## [7867] 1.0104323 -4.6203766 1.2020154 5.3255852 -1.4333869 0.6219152
## [7873] -2.8636630 0.1871640 -1.0324501 -0.2167735 1.3364991 0.1871640
## [7879] 3.5854979 -5.3419997 -1.4333869 5.0609566 -0.4421190 2.0386996
## [7885] 0.6219152 -4.1391309 -3.2711553 3.3648162 -5.5824922 3.8061281
## [7891] -2.6598132 3.1440721 2.4812975 1.3364991 0.6219152 -4.6203766
## [7897] 0.4196260 2.4812975 2.0386996 -0.6432660 0.1871640 -5.3419997
## [7903] 2.7023350 -0.6432660 -2.4558714 -1.8431846 3.3648162 -2.2518122
## [7909] 5.5901813 -0.2167735 -2.8636630 -0.2167735 4.5315790 0.1871640
## [7915] -1.4333869 -1.4333869 1.8170104 -1.8431846 0.6219152 1.3364991
## [7921] 0.6219152 -0.2167735 1.3364991 -0.2167735 0.6219152 -18.5333956
## [7927] -3.2711553 7.2737480 0.2239623 3.5854979 -3.4748222 -0.6432660
## [7933] 0.2239623 -6.8704820 2.7023350 4.5315790 -0.6432660 -1.8431846
## [7939] 1.8170104 3.8061281 1.0104323 -6.8704820 2.0386996 -2.6598132
## [7945] -0.6432660 -4.3797737 3.8061281 -1.4333869 3.3648162 0.1871640
## [7951] -2.0476004 -1.8431846 0.6219152 2.4812975 -0.6432660 0.6219152
## [7957] 2.4812975 -3.4748222 0.1871640 1.8170104 -4.6203766 5.0609566
## [7963] 5.3255852 -12.0651168 7.4619465 -0.2167735 2.6101840 -1.0324501
## [7969] -1.0324501 -2.0476004 1.0104323 0.2239623 -1.6384875 -0.6432660
## [7975] 1.8170104 -1.0324501 2.0386996 -3.4748222 0.1871640 0.6219152
## [7981] -2.4558714 3.5854979 0.6219152 0.2239623 -2.4558714 3.1440721
## [7987] -0.2167735 0.4196260 2.6101840 -2.0476004 -4.3797737 8.2657197
## [7993] -4.6203766 1.0104323 1.8170104 -7.1566739 8.2169806 1.3364991
## [7999] 1.3364991 -3.4748222 1.0104323 0.2239623 0.1871640 -1.6384875
## [8005] 2.0386996 -3.0674390 1.3364991 2.0386996 -0.4421190 1.8170104
## [8011] -1.4333869 1.8170104 -6.8704820 -1.4333869 1.0104323 -0.6432660
## [8017] -0.2167735 2.9232513 -3.4748222 7.2737480 -2.6598132 -0.6432660
## [8023] 1.3364991 0.2239623 0.2239623 -0.6432660 -0.2167735 2.0386996
## [8029] -4.1391309 2.2601029 -4.6203766 3.5854979 3.1440721 2.6101840
## [8035] -0.6432660 0.2239623 2.2601029 -2.6598132 -0.3755213 0.4196260
## [8041] 3.3648162 -5.8229654 -1.4333869 -1.0324501 2.0386996 -0.6432660
## [8047] 1.8170104 0.1871640 3.3648162 -6.8704820 0.2239623 -0.2167735
## [8053] -1.4333869 0.6219152 3.5854979 -2.0476004 -2.0476004 0.1871640
## [8059] 1.3364991 -0.6432660 -12.0651168 8.2169806 3.1440721 2.4812975
## [8065] -0.2167735 -3.4748222 -4.6203766 3.8061281 -0.8384558 2.9232513
## [8071] 1.0104323 2.0386996 -2.6598132 -2.0476004 0.2239623 2.4812975
## [8077] -18.5333956 3.3648162 8.5963308 -2.8636630 0.1871640 -0.4421190
## [8083] 2.2601029 2.2601029 -1.2301873 1.3364991 -3.4748222 -1.4333869
## [8089] 0.1871640 1.0104323 -1.4333869 0.2239623 0.2239623 -3.0674390
## [8095] 2.7023350 -1.0324501 -5.5824922 8.9269230 -0.6432660 -1.4333869
## [8101] 0.1871640 -4.1391309 3.5854979 -3.0674390 -2.0476004 8.2169806
## [8107] -1.6384875 2.0386996 1.0104323 0.4196260 -4.3797737 5.0609566
## [8113] -2.4558714 -1.4333869 1.8170104 -0.2167735 -1.0324501 1.3364991
## [8119] -2.8636630 3.1440721 0.1871640 1.0104323 1.0104323 -0.2167735
## [8125] -1.6384875 -1.6384875 -0.6432660 1.8170104 -5.5824922 8.2169806
## [8131] 0.2239623 7.4619465 8.2169806 0.2239623 -1.0324501 -6.8704820
## [8137] 0.1871640 -4.8609455 3.1440721 -2.8636630 0.6219152 2.0386996
## [8143] 0.6219152 -0.2167735 -0.2167735 0.6219152 2.0386996 -1.0324501
## [8149] 0.6219152 -3.4748222 -1.0324501 -0.2167735 -0.2167735 -1.8431846
## [8155] 2.4812975 4.5315790 -1.4333869 -4.8609455 1.0104323 5.0609566
## [8161] -0.6432660 -6.8704820 6.3838151 -4.6203766 -2.8636630 13.9113869
## [8167] -4.1391309 2.0386996 -2.8636630 -3.0674390 -2.6598132 -0.2167735
## [8173] 0.1871640 3.1440721 -1.6384875 0.2239623 1.0104323 -0.6432660
## [8179] -4.6203766 10.9613880 -3.2711553 -1.6384875 0.6219152 2.7023350
## [8185] -22.7440524 8.2169806 1.8170104 3.1440721 -5.1014852 1.3364991
## [8191] -1.0324501 8.9269230 -2.6598132 -6.0634217 1.3364991 -7.7444327
## [8197] 7.2737480 -8.0382870 25.5035367 -2.4558714 -1.0324501 -1.8431846
## [8203] -1.8431846 5.0609566 -2.0476004 0.6219152 1.3364991 2.0386996
## [8209] -1.6384875 -1.6384875 2.9232513 -3.4748222 -1.8431846 0.2239623
## [8215] 3.3648162 2.9232513 -2.4558714 -3.4748222 1.0104323 -0.6432660
## [8221] 1.3364991 -4.6203766 2.9232513 0.2239623 8.2169806 -5.8229654
## [8227] -0.2167735 0.8175047 -0.2167735 3.3648162 -5.3419997 1.8170104
## [8233] -1.0324501 8.5963308 -0.2167735 -0.6432660 2.4812975 -1.4333869
## [8239] -2.8636630 0.2239623 -0.2167735 0.2239623 -1.0324501 2.2601029
## [8245] 0.6219152 -0.6432660 0.2239623 3.8061281 -1.6384875 -1.0324501
## [8251] 2.7023350 -5.1014852 1.0104323 -1.8431846 0.6219152 0.6219152
## [8257] 1.8170104 -0.6432660 0.6219152 -0.2167735 0.6219152 -1.6384875
## [8263] -4.3797737 1.8170104 5.5901813 -0.2167735 -1.6384875 0.6219152
## [8269] 1.3364991 -2.6598132 3.1440721 -2.6598132 3.5854979 -1.0324501
## [8275] -2.0476004 1.3364991 -3.4748222 2.2601029 2.9232513 -4.1391309
## [8281] 1.0104323 5.0609566 -1.4333869 -3.0674390 -0.6432660 -0.6432660
## [8287] 2.0386996 -3.0674390 5.3255852 -2.4558714 1.3364991 1.0104323
## [8293] -1.0324501 1.8170104 0.2239623 -1.0324501 -1.4333869 -2.0476004
## [8299] -0.2167735 0.2239623 1.0104323 0.2239623 1.8170104 -1.6384875
## [8305] -1.8431846 4.7962901 1.0104323 -4.8609455 2.4812975 3.5854979
## [8311] 0.2239623 1.3364991 0.2239623 2.2601029 -1.8431846 0.2239623
## [8317] -5.3419997 7.4619465 -0.6432660 8.2169806 -30.2637330 0.2239623
## [8323] 4.7962901 -3.2711553 -6.0634217 2.4812975 2.7023350 -2.0476004
## [8329] 0.1871640 0.1871640 0.1871640 1.3364991 -5.3419997 2.0386996
## [8335] 1.0104323 2.7023350 13.3965334 -0.6432660 -1.6384875 -4.1391309
## [8341] 2.9232513 -17.2406465 10.5205409 0.2239623 0.2239623 2.2601029
## [8347] -0.2167735 1.0104323 -0.6432660 0.6219152 0.6219152 1.2020154
## [8353] 0.1871640 0.6219152 -2.4558714 -1.6384875 -1.2301873 -1.8431846
## [8359] 5.3255852 3.1440721 -4.1391309 -18.5333956 8.2169806 -4.6203766
## [8365] 3.8061281 -4.6203766 12.6149977 -2.8636630 2.2601029 1.0104323
## [8371] -2.6598132 -0.6432660 7.4619465 -2.8636630 -0.2167735 7.4619465
## [8377] -6.8704820 2.0386996 1.2020154 1.0104323 -1.6384875 0.2239623
## [8383] 2.2601029 -6.8704820 -0.6432660 2.7023350 -30.2637330 -5.5824922
## [8389] 18.5358665 1.2020154 -8.0382870 7.6044313 0.2239623 1.2020154
## [8395] -0.8384558 -1.2301873 2.6101840 -4.1391309 -0.6432660 4.7962901
## [8401] -1.2301873 -0.2167735 -8.6259540 3.5854979 3.1440721 8.2169806
## [8407] 0.1871640 1.0104323 -0.2167735 1.2020154 1.8170104 -2.6598132
## [8413] -0.2167735 -2.4558714 -1.8431846 2.7023350 1.0104323 0.2239623
## [8419] -14.0361180 25.5035367 3.3648162 1.0104323 -2.4558714 5.3255852
## [8425] -6.8704820 -2.2518122 2.2601029 0.6219152 0.2239623 1.0104323
## [8431] 1.0104323 1.2020154 -4.6203766 -4.8609455 -6.8704820 4.5315790
## [8437] -1.4333869 5.5901813 3.1440721 -3.0674390 -5.1014852 4.5315790
## [8443] 0.2239623 3.5854979 -17.2406465 5.8547493 2.6101840 1.0104323
## [8449] 2.2601029 1.0104323 -0.8384558 0.1871640 -3.0674390 -1.8431846
## [8455] 0.2239623 1.3364991 -0.2167735 4.5315790 -8.6259540 7.6044313
## [8461] -1.8431846 -1.8431846 0.2239623 3.3648162 -3.4748222 1.0104323
## [8467] 0.2239623 -5.8229654 -7.4505623 25.5035367 6.1192929 -22.3649956
## [8473] 10.0796614 2.6101840 -5.3419997 3.3648162 3.5854979 -5.5824922
## [8479] 2.9232513 -1.6384875 -1.2301873 -1.6384875 0.6219152 2.2601029
## [8485] -1.2301873 -1.6384875 1.3364991 2.6101840 -1.0324501 2.0386996
## [8491] -1.6384875 1.3364991 -2.8636630 1.0104323 7.4619465 -1.0324501
## [8497] -1.2301873 -3.2711553 0.1871640 -2.0476004 -0.2167735 1.0104323
## [8503] 2.7023350 -2.6598132 1.0104323 -0.6432660 8.2169806 -0.6432660
## [8509] 3.5854979 -2.4558714 -4.6203766 -2.6598132 6.3838151 -2.0476004
## [8515] 2.9232513 3.3648162 -1.6384875 -30.2637330 -22.3649956 10.5205409
## [8521] 2.4812975 -6.8704820 2.4812975 -6.8704820 3.1440721 -5.1014852
## [8527] 7.2737480 0.2239623 1.3364991 -30.2637330 3.1440721 -0.2167735
## [8533] 0.1871640 0.1871640 -8.3321270 7.2737480 2.7023350 2.6101840
## [8539] -1.0324501 0.2239623 0.6219152 -7.7444327 0.6219152 2.7023350
## [8545] 2.7023350 -4.8609455 2.0386996 -4.3797737 8.5963308 2.2601029
## [8551] 0.1871640 -4.3797737 -3.0674390 0.2239623 -1.4333869 4.5315790
## [8557] 1.0104323 2.7023350 -2.6598132 1.0104323 0.1871640 -1.0324501
## [8563] -3.0674390 3.1440721 -0.6432660 1.0104323 -5.5824922 7.4619465
## [8569] 0.2239623 0.6219152 -0.6432660 -2.6598132 -5.8229654 -0.2167735
## [8575] -0.6432660 12.6149977 0.6219152 12.6149977 -4.6203766 -2.0476004
## [8581] -12.0651168 -0.2167735 12.6149977 -8.0382870 -0.2167735 7.9350875
## [8587] 4.5315790
Tabel pembanding nilai aktual dengan nilai prediksi
# Pastikan 'prediksi' adalah numerik
prediksi <- as.numeric(prediksi)
# Mengembalikan pada skala aslinya
t <- numeric(length(data_asli$tavg) - 1) # Inisialisasi 't' dengan panjang n-1
for (i in 2:length(data_asli$tavg)) {
t[i - 1] <- data_asli$tavg[i - 1] + (data_asli$tavg[i - 1] * prediksi[i - 1] / 100)
}
# Hapus nilai pertama dari 'data_asli$tavg' untuk perbandingan
datapakai <- data_asli$tavg[-1]
# Pastikan 't' dan 'datapakai' adalah numerik
t <- as.numeric(t)
datapakai <- as.numeric(datapakai)
# Hitung galat (error)
galat <- abs(t - datapakai)
# Buat tabel pembanding
tabel <- data.frame(datapakai = datapakai, t = t, galat = galat)
tabel
## datapakai t galat
## 1 27.70 27.71091 1.091398e-02
## 2 27.70 27.76204 6.203755e-02
## 3 27.70 27.76204 6.203755e-02
## 4 27.20 27.18944 1.056212e-02
## 5 27.10 27.14104 4.103761e-02
## 6 28.30 28.32806 2.805792e-02
## 7 28.50 28.47600 2.399800e-02
## 8 28.60 28.55334 4.665827e-02
## 9 28.70 28.65353 4.647111e-02
## 10 27.20 27.23587 3.587374e-02
## 11 28.50 28.50459 4.590906e-03
## 12 28.20 28.20575 5.751728e-03
## 13 28.60 28.57689 2.310726e-02
## 14 27.90 27.89762 2.379213e-03
## 15 27.00 26.98735 1.265232e-02
## 16 28.40 28.36646 3.354172e-02
## 17 28.50 28.45315 4.684544e-02
## 18 27.30 27.32035 2.034770e-02
## 19 27.80 27.79604 3.956153e-03
## 20 27.90 27.85203 4.796842e-02
## 21 27.20 27.21481 1.481189e-02
## 22 27.40 27.36916 3.083907e-02
## 23 26.00 26.00219 2.193049e-03
## 24 25.70 25.68015 1.984870e-02
## 25 26.60 26.62147 2.147296e-02
## 26 27.90 27.87581 2.418683e-02
## 27 27.90 27.96249 6.248547e-02
## 28 28.20 28.18191 1.808939e-02
## 29 27.00 27.03277 3.276510e-02
## 30 27.30 27.27282 2.718329e-02
## 31 26.60 26.62955 2.954711e-02
## 32 27.60 27.61243 1.243007e-02
## 33 27.20 27.20439 4.385221e-03
## 34 27.90 27.87491 2.508708e-02
## 35 28.60 28.59228 7.717999e-03
## 36 27.70 27.72271 2.271243e-02
## 37 28.80 29.97610 1.176104e+00
## 38 28.90 28.85390 4.609678e-02
## 39 29.40 29.42512 2.511601e-02
## 40 28.00 27.97088 2.911798e-02
## 41 27.00 27.02705 2.704977e-02
## 42 28.10 29.21858 1.118585e+00
## 43 28.80 28.79724 2.755404e-03
## 44 28.50 28.50265 2.654378e-03
## 45 29.00 29.01785 1.784797e-02
## 46 29.30 29.29303 6.974640e-03
## 47 29.30 29.36562 6.562094e-02
## 48 29.40 29.35484 4.516096e-02
## 49 27.70 27.68805 1.195184e-02
## 50 29.60 31.19435 1.594354e+00
## 51 28.90 28.87306 2.693793e-02
## 52 27.60 27.63425 3.424539e-02
## 53 27.30 27.31504 1.504378e-02
## 54 27.80 27.79604 3.956153e-03
## 55 27.00 27.00390 3.901696e-03
## 56 28.20 28.22353 2.352634e-02
## 57 28.20 28.26316 6.315736e-02
## 58 28.70 28.71240 1.239694e-02
## 59 29.70 29.72904 2.903790e-02
## 60 27.70 27.66176 3.824124e-02
## 61 29.00 29.02857 2.857236e-02
## 62 27.60 27.59033 9.674201e-03
## 63 28.40 28.40682 6.817360e-03
## 64 28.20 28.21731 1.731246e-02
## 65 27.30 27.27753 2.246579e-02
## 66 27.30 27.36114 6.114170e-02
## 67 27.20 27.24082 4.082084e-02
## 68 27.40 27.36916 3.083907e-02
## 69 28.50 29.65145 1.151453e+00
## 70 28.90 28.88090 1.909776e-02
## 71 29.60 29.61709 1.709498e-02
## 72 27.30 27.30765 7.647913e-03
## 73 27.00 27.01814 1.814113e-02
## 74 27.80 27.78928 1.072215e-02
## 75 27.90 27.85203 4.796842e-02
## 76 28.40 28.40695 6.945909e-03
## 77 27.50 27.52885 2.884731e-02
## 78 27.60 27.55147 4.852991e-02
## 79 27.50 27.54017 4.017052e-02
## 80 27.70 27.67103 2.897332e-02
## 81 28.00 27.97989 2.011026e-02
## 82 28.30 28.28292 1.707896e-02
## 83 27.50 27.48958 1.041662e-02
## 84 28.90 28.89176 8.236938e-03
## 85 27.10 25.41318 1.686819e+00
## 86 26.80 26.82021 2.020603e-02
## 87 27.10 27.07080 2.920415e-02
## 88 26.10 25.23810 8.619006e-01
## 89 27.70 27.69714 2.864554e-03
## 90 27.60 27.63995 3.995374e-02
## 91 27.50 27.54017 4.017052e-02
## 92 27.90 27.86754 3.246275e-02
## 93 27.40 27.38575 1.424849e-02
## 94 28.10 28.07988 2.012449e-02
## 95 27.60 27.58207 1.793486e-02
## 96 28.60 28.58960 1.040258e-02
## 97 27.80 27.78099 1.900761e-02
## 98 27.40 27.40152 1.518447e-03
## 99 26.80 26.78300 1.699655e-02
## 100 26.80 26.86002 6.002189e-02
## 101 26.80 26.86002 6.002189e-02
## 102 27.80 27.82004 2.004233e-02
## 103 27.50 27.51298 1.297888e-02
## 104 27.10 27.10582 5.818608e-03
## 105 26.80 26.82021 2.020603e-02
## 106 27.50 27.52423 2.422578e-02
## 107 27.60 27.55147 4.852991e-02
## 108 26.70 26.69716 2.838857e-03
## 109 27.60 27.59841 1.594076e-03
## 110 28.70 29.86789 1.167887e+00
## 111 26.70 26.73039 3.038641e-02
## 112 28.30 28.26322 3.678193e-02
## 113 27.20 19.73536 7.464636e+00
## 114 27.20 27.26092 6.091774e-02
## 115 26.60 26.58751 1.249292e-02
## 116 27.00 27.29431 2.943089e-01
## 117 27.40 27.36085 3.914525e-02
## 118 26.80 26.78300 1.699655e-02
## 119 26.90 26.91246 1.245977e-02
## 120 27.20 27.17181 2.819372e-02
## 121 28.10 28.11523 1.523001e-02
## 122 27.90 27.91924 1.924225e-02
## 123 27.70 27.72053 2.052879e-02
## 124 27.40 27.41401 1.401133e-02
## 125 29.00 29.00420 4.201311e-03
## 126 27.30 27.31134 1.134002e-02
## 127 28.50 29.33711 8.371114e-01
## 128 27.70 27.68386 1.614394e-02
## 129 28.20 28.20331 3.311889e-03
## 130 28.70 28.71240 1.239694e-02
## 131 28.10 28.11234 1.233870e-02
## 132 28.50 28.47556 2.444376e-02
## 133 27.80 27.80008 7.665799e-05
## 134 28.60 28.61266 1.266386e-02
## 135 27.50 19.94457 7.555428e+00
## 136 28.70 29.55204 8.520353e-01
## 137 27.00 27.02881 2.880892e-02
## 138 27.40 27.36085 3.914525e-02
## 139 29.20 31.07065 1.870650e+00
## 140 28.80 28.78145 1.854897e-02
## 141 28.40 28.38718 1.281542e-02
## 142 28.70 28.68696 1.303723e-02
## 143 27.10 27.09782 2.175257e-03
## 144 26.60 26.60050 4.969836e-04
## 145 28.10 28.08699 1.301178e-02
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## 1826 29.60 29.60728 7.282718e-03
## 1827 27.20 27.22067 2.066704e-02
## 1828 28.20 28.17526 2.474457e-02
## 1829 27.30 27.27753 2.246579e-02
## 1830 28.20 28.21859 1.859482e-02
## 1831 27.50 27.50744 7.444272e-03
## 1832 26.90 26.88075 1.924836e-02
## 1833 27.70 27.68635 1.364540e-02
## 1834 26.60 19.31695 7.283054e+00
## 1835 27.80 27.80540 5.400027e-03
## 1836 27.50 27.51298 1.297888e-02
## 1837 28.30 28.30389 3.894108e-03
## 1838 28.10 28.11796 1.795572e-02
## 1839 27.60 27.58207 1.793486e-02
## 1840 28.10 28.10149 1.494878e-03
## 1841 27.60 27.58207 1.793486e-02
## 1842 28.90 28.92378 2.377607e-02
## 1843 28.20 28.19025 9.746828e-03
## 1844 30.50 30.53093 3.093296e-02
## 1845 30.30 30.30380 3.803870e-03
## 1846 28.60 28.60850 8.504868e-03
## 1847 29.20 29.18307 1.693191e-02
## 1848 29.90 29.92454 2.453887e-02
## 1849 29.00 28.98284 1.716427e-02
## 1850 28.80 28.81345 1.345286e-02
## 1851 28.80 28.86450 6.450113e-02
## 1852 29.30 29.32330 2.329900e-02
## 1853 27.40 23.86972 3.530285e+00
## 1854 28.90 28.93171 3.170967e-02
## 1855 29.20 29.19201 7.985072e-03
## 1856 28.00 27.99137 8.626212e-03
## 1857 28.80 28.81851 1.851036e-02
## 1858 28.90 28.85390 4.609678e-02
## 1859 28.70 28.71410 1.409613e-02
## 1860 29.00 28.98999 1.000594e-02
## 1861 28.10 28.11044 1.044268e-02
## 1862 27.10 27.12357 2.357495e-02
## 1863 27.60 27.59241 7.590174e-03
## 1864 27.20 27.20439 4.385221e-03
## 1865 26.60 26.58751 1.249292e-02
## 1866 27.80 27.80540 5.400027e-03
## 1867 27.90 27.85203 4.796842e-02
## 1868 27.50 27.50009 8.506024e-05
## 1869 28.40 28.42532 2.532445e-02
## 1870 27.80 27.81848 1.848150e-02
## 1871 28.50 28.48980 1.019930e-02
## 1872 27.90 27.91643 1.643390e-02
## 1873 28.10 28.07351 2.648566e-02
## 1874 28.90 28.92143 2.143362e-02
## 1875 28.10 28.13131 3.131398e-02
## 1876 27.80 27.80988 9.881528e-03
## 1877 29.00 29.87442 8.744211e-01
## 1878 28.60 28.58432 1.568220e-02
## 1879 28.20 28.19005 9.948648e-03
## 1880 27.50 27.50744 7.444272e-03
## 1881 27.60 27.55147 4.852991e-02
## 1882 27.60 27.66181 6.181359e-02
## 1883 26.80 26.80963 9.629022e-03
## 1884 28.00 28.01446 1.446318e-02
## 1885 27.00 27.02705 2.704977e-02
## 1886 26.40 26.39201 7.989296e-03
## 1887 25.90 25.91340 1.339928e-02
## 1888 28.00 28.04082 4.082141e-02
## 1889 28.00 28.06271 6.270943e-02
## 1890 28.50 28.50876 8.762920e-03
## 1891 28.60 28.55334 4.665827e-02
## 1892 28.50 28.53800 3.800278e-02
## 1893 30.40 32.31801 1.918012e+00
## 1894 30.20 30.20445 4.447136e-03
## 1895 27.70 27.68370 1.630235e-02
## 1896 25.70 25.71760 1.760133e-02
## 1897 27.70 27.73932 3.931749e-02
## 1898 28.10 28.07021 2.978975e-02
## 1899 27.20 27.18081 1.919463e-02
## 1900 27.30 27.31414 1.413827e-02
## 1901 28.00 27.97739 2.260578e-02
## 1902 28.50 28.50876 8.762920e-03
## 1903 28.00 27.97469 2.530760e-02
## 1904 27.90 27.93930 3.930342e-02
## 1905 28.20 28.18191 1.808939e-02
## 1906 29.70 29.70182 1.815023e-03
## 1907 28.40 28.39921 7.927973e-04
## 1908 28.50 28.45315 4.684544e-02
## 1909 28.90 28.88090 1.909776e-02
## 1910 30.30 30.28613 1.387216e-02
## 1911 29.90 29.92725 2.725325e-02
## 1912 26.40 23.21287 3.187134e+00
## 1913 26.80 27.08909 2.890886e-01
## 1914 29.00 29.01521 1.521288e-02
## 1915 28.50 28.52484 2.483862e-02
## 1916 28.00 27.97469 2.530760e-02
## 1917 29.20 30.08935 8.893450e-01
## 1918 27.80 27.78060 1.939609e-02
## 1919 28.30 28.30513 5.128899e-03
## 1920 29.00 29.00221 2.207191e-03
## 1921 27.10 23.62532 3.474685e+00
## 1922 28.90 30.73046 1.830461e+00
## 1923 28.00 28.01351 1.351012e-02
## 1924 27.90 27.93930 3.930342e-02
## 1925 26.70 26.67804 2.195687e-02
## 1926 26.90 26.91827 1.827375e-02
## 1927 27.70 27.68635 1.364540e-02
## 1928 28.00 27.97989 2.011026e-02
## 1929 27.40 27.42667 2.667190e-02
## 1930 27.60 27.57040 2.959523e-02
## 1931 27.90 27.87888 2.112069e-02
## 1932 28.40 28.40695 6.945909e-03
## 1933 28.40 28.46361 6.360528e-02
## 1934 28.50 28.45315 4.684544e-02
## 1935 27.40 19.87484 7.525164e+00
## 1936 28.80 28.78670 1.329789e-02
## 1937 26.90 23.46238 3.437618e+00
## 1938 27.90 27.92385 2.384845e-02
## 1939 27.20 27.21481 1.481189e-02
## 1940 27.50 27.47484 2.516242e-02
## 1941 27.50 27.56159 6.158962e-02
## 1942 28.00 27.99968 3.221323e-04
## 1943 27.20 27.19817 1.825630e-03
## 1944 28.10 28.11523 1.523001e-02
## 1945 28.60 28.61058 1.057993e-02
## 1946 28.30 28.30472 4.719278e-03
## 1947 27.60 27.60499 4.988401e-03
## 1948 27.30 27.31504 1.504378e-02
## 1949 27.80 27.79604 3.956153e-03
## 1950 26.50 26.51554 1.553530e-02
## 1951 27.40 27.39168 8.323708e-03
## 1952 26.60 26.61536 1.535635e-02
## 1953 27.20 27.20119 1.187373e-03
## 1954 27.70 27.69423 5.773164e-03
## 1955 28.30 28.32605 2.604851e-02
## 1956 27.90 27.89435 5.648487e-03
## 1957 27.70 27.72053 2.052879e-02
## 1958 26.90 26.90677 6.765359e-03
## 1959 28.00 29.11037 1.110368e+00
## 1960 27.50 27.48391 1.609168e-02
## 1961 28.40 28.42532 2.532445e-02
## 1962 28.00 27.99292 7.081874e-03
## 1963 27.90 27.93930 3.930342e-02
## 1964 26.60 26.61091 1.091492e-02
## 1965 26.70 26.71162 1.162051e-02
## 1966 26.80 26.81204 1.204014e-02
## 1967 27.20 27.15818 4.181825e-02
## 1968 26.20 25.33123 8.687711e-01
## 1969 26.80 26.79215 7.853038e-03
## 1970 27.20 27.15818 4.181825e-02
## 1971 27.50 27.47484 2.516242e-02
## 1972 27.60 27.55147 4.852991e-02
## 1973 27.30 27.31504 1.504378e-02
## 1974 28.20 28.21859 1.859482e-02
## 1975 27.80 27.79578 4.215100e-03
## 1976 27.10 27.11727 1.726776e-02
## 1977 28.10 28.07167 2.833007e-02
## 1978 26.40 26.39618 3.821509e-03
## 1979 25.90 25.91340 1.339928e-02
## 1980 28.00 28.04082 4.082141e-02
## 1981 28.00 28.06271 6.270943e-02
## 1982 28.50 28.50876 8.762920e-03
## 1983 28.60 28.55334 4.665827e-02
## 1984 28.50 28.53800 3.800278e-02
## 1985 30.40 32.31801 1.918012e+00
## 1986 27.00 27.01297 1.296509e-02
## 1987 27.80 27.78928 1.072215e-02
## 1988 26.20 26.18122 1.878439e-02
## 1989 27.00 27.02375 2.374688e-02
## 1990 27.20 27.16792 3.208290e-02
## 1991 26.50 26.47653 2.346920e-02
## 1992 26.30 26.32953 2.953451e-02
## 1993 25.20 25.21141 1.140858e-02
## 1994 27.10 27.11632 1.631670e-02
## 1995 27.10 27.16069 6.069377e-02
## 1996 25.80 25.78268 1.731624e-02
## 1997 26.40 26.38311 1.689345e-02
## 1998 28.00 28.01549 1.549332e-02
## 1999 26.80 26.77366 2.633664e-02
## 2000 27.70 27.70177 1.770740e-03
## 2001 28.20 28.20331 3.311889e-03
## 2002 26.50 26.49012 9.884931e-03
## 2003 26.70 26.71664 1.663874e-02
## 2004 27.00 27.02094 2.093812e-02
## 2005 27.00 27.06047 6.046981e-02
## 2006 27.80 27.78928 1.072215e-02
## 2007 25.90 25.89215 7.848702e-03
## 2008 26.60 26.59990 9.523248e-05
## 2009 26.60 26.65957 5.957396e-02
## 2010 26.90 26.91974 1.973610e-02
## 2011 26.40 26.40418 4.183353e-03
## 2012 26.10 26.12743 2.743318e-02
## 2013 26.00 26.04342 4.342212e-02
## 2014 25.00 18.13143 6.868571e+00
## 2015 26.60 26.59595 4.046227e-03
## 2016 25.60 24.77245 8.275482e-01
## 2017 25.00 25.02354 2.353607e-02
## 2018 24.60 24.59038 9.621883e-03
## 2019 24.10 24.09629 3.709688e-03
## 2020 24.80 24.80450 4.503564e-03
## 2021 25.90 25.92383 2.383160e-02
## 2022 25.50 25.52875 2.875280e-02
## 2023 25.90 26.16560 2.655969e-01
## 2024 26.80 26.77149 2.851261e-02
## 2025 25.80 24.95871 8.412892e-01
## 2026 25.50 25.48261 1.738832e-02
## 2027 24.10 24.07646 2.353551e-02
## 2028 25.20 25.19211 7.889449e-03
## 2029 24.10 24.09630 3.702980e-03
## 2030 25.90 25.93267 3.266795e-02
## 2031 25.20 25.21111 1.110837e-02
## 2032 25.50 25.50291 2.907885e-03
## 2033 25.10 25.08219 1.781432e-02
## 2034 24.70 24.68874 1.126037e-02
## 2035 24.30 24.29529 4.706421e-03
## 2036 25.30 26.29673 9.967263e-01
## 2037 24.50 24.52394 2.393792e-02
## 2038 26.80 29.04129 2.241287e+00
## 2039 25.80 24.95871 8.412892e-01
## 2040 26.90 27.72518 8.251822e-01
## 2041 26.20 26.18451 1.548976e-02
## 2042 25.90 25.87769 2.230907e-02
## 2043 25.80 25.84386 4.385567e-02
## 2044 26.20 26.47343 2.734275e-01
## 2045 26.80 26.79215 7.853038e-03
## 2046 26.70 26.74190 4.190471e-02
## 2047 26.20 26.20787 7.869722e-03
## 2048 27.70 27.66463 3.537250e-02
## 2049 27.50 27.52182 2.181532e-02
## 2050 27.00 26.99312 6.875755e-03
## 2051 26.90 26.94147 4.147116e-02
## 2052 28.20 28.19020 9.797965e-03
## 2053 27.30 27.27753 2.246579e-02
## 2054 26.90 26.90869 8.685382e-03
## 2055 28.20 28.19020 9.797965e-03
## 2056 27.70 27.68022 1.977805e-02
## 2057 27.40 27.41401 1.401133e-02
## 2058 27.40 27.46137 6.136566e-02
## 2059 26.70 26.72709 2.709124e-02
## 2060 27.10 27.05685 4.315474e-02
## 2061 27.80 27.77243 2.756838e-02
## 2062 27.50 27.51298 1.297888e-02
## 2063 27.40 27.44039 4.038729e-02
## 2064 25.80 25.80451 4.507470e-03
## 2065 27.10 27.10573 5.726800e-03
## 2066 26.30 26.32395 2.394734e-02
## 2067 26.50 26.51500 1.500373e-02
## 2068 25.40 25.40313 3.130321e-03
## 2069 26.20 26.19859 1.405695e-03
## 2070 27.40 27.38727 1.272629e-02
## 2071 26.70 26.72709 2.709124e-02
## 2072 26.60 26.64212 4.212148e-02
## 2073 26.80 26.81746 1.745625e-02
## 2074 26.60 26.62760 2.760471e-02
## 2075 27.30 27.31882 1.882111e-02
## 2076 28.70 28.68164 1.835885e-02
## 2077 28.10 28.11234 1.233870e-02
## 2078 26.90 26.86928 3.071642e-02
## 2079 28.00 29.11037 1.110368e+00
## 2080 26.80 26.77366 2.633664e-02
## 2081 27.70 27.70177 1.770740e-03
## 2082 28.60 28.57091 2.909204e-02
## 2083 27.30 27.27857 2.142772e-02
## 2084 28.00 27.97739 2.260578e-02
## 2085 27.00 27.02705 2.704977e-02
## 2086 27.00 27.06047 6.046981e-02
## 2087 27.90 27.90850 8.500373e-03
## 2088 27.70 27.72053 2.052879e-02
## 2089 27.60 27.63995 3.995374e-02
## 2090 27.80 27.77165 2.835140e-02
## 2091 27.20 27.23077 3.076710e-02
## 2092 26.20 25.33123 8.687711e-01
## 2093 27.10 27.08158 1.841816e-02
## 2094 27.50 27.46219 3.780875e-02
## 2095 27.70 27.67103 2.897332e-02
## 2096 28.20 28.20331 3.311889e-03
## 2097 28.40 28.37538 2.461991e-02
## 2098 27.50 27.52885 2.884731e-02
## 2099 27.10 27.10582 5.818608e-03
## 2100 27.30 27.26854 3.146098e-02
## 2101 28.70 28.68164 1.835885e-02
## 2102 27.60 20.01431 7.585691e+00
## 2103 29.30 29.28892 1.107516e-02
## 2104 28.40 28.40124 1.240361e-03
## 2105 26.70 26.67799 2.201177e-02
## 2106 28.40 28.40448 4.478629e-03
## 2107 27.90 27.87654 2.346442e-02
## 2108 26.90 25.98314 9.168645e-01
## 2109 28.30 28.33258 3.258242e-02
## 2110 28.30 28.36338 6.338132e-02
## 2111 29.20 29.18977 1.022761e-02
## 2112 28.00 27.99137 8.626212e-03
## 2113 27.70 27.71091 1.091398e-02
## 2114 27.70 27.76204 6.203755e-02
## 2115 27.30 27.30295 2.951834e-03
## 2116 29.30 29.28573 1.426680e-02
## 2117 27.90 27.87574 2.425704e-02
## 2118 28.40 28.40695 6.945909e-03
## 2119 29.70 29.68697 1.303155e-02
## 2120 28.60 27.65947 9.405331e-01
## 2121 29.20 29.18307 1.693191e-02
## 2122 28.20 28.18535 1.464810e-02
## 2123 29.50 29.47791 2.209471e-02
## 2124 29.30 29.31024 1.023653e-02
## 2125 28.50 28.52067 2.067472e-02
## 2126 28.20 28.20575 5.751728e-03
## 2127 28.10 28.13887 3.886988e-02
## 2128 28.30 28.27476 2.524183e-02
## 2129 29.00 29.00221 2.207191e-03
## 2130 29.30 29.29303 6.974640e-03
## 2131 29.40 29.35484 4.516096e-02
## 2132 28.20 28.18310 1.690447e-02
## 2133 28.10 28.13887 3.886988e-02
## 2134 29.30 30.19681 8.968070e-01
## 2135 29.00 28.99749 2.507873e-03
## 2136 28.90 28.93714 3.713569e-02
## 2137 30.20 30.20963 9.626345e-03
## 2138 29.30 29.27363 2.636659e-02
## 2139 29.00 28.99749 2.507873e-03
## 2140 28.60 28.58432 1.568220e-02
## 2141 29.00 28.98224 1.776126e-02
## 2142 29.30 29.29303 6.974640e-03
## 2143 30.30 30.28589 1.410885e-02
## 2144 29.00 28.97293 2.707144e-02
## 2145 30.00 29.97580 2.420330e-02
## 2146 28.50 28.46955 3.044557e-02
## 2147 29.80 29.79150 8.499971e-03
## 2148 28.90 28.88590 1.409683e-02
## 2149 28.60 28.60162 1.621928e-03
## 2150 27.80 27.78099 1.900761e-02
## 2151 26.30 26.31492 1.492409e-02
## 2152 28.30 28.29997 3.455662e-05
## 2153 27.90 27.89435 5.648487e-03
## 2154 28.40 28.40695 6.945909e-03
## 2155 28.80 28.77957 2.043426e-02
## 2156 28.60 28.61474 1.473939e-02
## 2157 29.20 29.18307 1.693191e-02
## 2158 28.90 28.89852 1.475423e-03
## 2159 28.70 28.71410 1.409613e-02
## 2160 29.60 29.60235 2.348683e-03
## 2161 29.80 29.78409 1.591310e-02
## 2162 28.10 28.13642 3.641733e-02
## 2163 27.50 27.52462 2.462430e-02
## 2164 28.80 28.81898 1.897978e-02
## 2165 29.20 29.18491 1.508826e-02
## 2166 29.80 29.79530 4.699711e-03
## 2167 29.70 29.73540 3.540150e-02
## 2168 30.00 30.00010 9.838635e-05
## 2169 28.50 28.46955 3.044557e-02
## 2170 29.20 29.20717 7.169786e-03
## 2171 28.40 28.42333 2.333454e-02
## 2172 29.70 29.68697 1.303155e-02
## 2173 29.10 29.09186 8.137307e-03
## 2174 29.10 29.16517 6.517302e-02
## 2175 28.80 28.79956 4.429725e-04
## 2176 28.00 27.97527 2.473493e-02
## 2177 29.50 29.49116 8.836147e-03
## 2178 28.10 28.13699 3.698889e-02
## 2179 28.50 28.47556 2.444376e-02
## 2180 28.00 27.97469 2.530760e-02
## 2181 27.80 27.81989 1.988552e-02
## 2182 27.90 27.85203 4.796842e-02
## 2183 28.40 28.40695 6.945909e-03
## 2184 29.00 28.97899 2.100931e-02
## 2185 27.70 27.72987 2.986562e-02
## 2186 29.40 29.39504 4.955868e-03
## 2187 28.70 28.67797 2.202618e-02
## 2188 28.30 28.28862 1.138203e-02
## 2189 27.80 27.77838 2.162123e-02
## 2190 28.20 28.17155 2.845325e-02
## 2191 28.20 28.26316 6.315736e-02
## 2192 28.80 28.77491 2.508671e-02
## 2193 29.00 28.97911 2.088842e-02
## 2194 30.70 30.69788 2.122700e-03
## 2195 29.80 29.82086 2.085547e-02
## 2196 29.10 29.12896 2.895996e-02
## 2197 27.20 23.70678 3.493218e+00
## 2198 29.70 32.24176 2.541756e+00
## 2199 30.50 30.50259 2.593498e-03
## 2200 29.90 29.87548 2.451811e-02
## 2201 30.50 30.50957 9.571186e-03
## 2202 29.20 29.23757 3.756509e-02
## 2203 29.00 29.01217 1.216633e-02
## 2204 29.80 29.78368 1.632285e-02
## 2205 29.20 29.18982 1.018491e-02
## 2206 29.20 29.26540 6.539698e-02
## 2207 28.70 28.72156 2.156164e-02
## 2208 28.40 28.40369 3.686828e-03
## 2209 27.80 27.81848 1.848150e-02
## 2210 28.70 28.67405 2.594797e-02
## 2211 28.80 28.75372 4.628395e-02
## 2212 28.90 28.85390 4.609678e-02
## 2213 29.30 29.28625 1.375176e-02
## 2214 28.90 28.88002 1.998236e-02
## 2215 29.80 29.80864 8.636827e-03
## 2216 26.10 26.01893 8.107001e-02
## 2217 29.70 29.73087 3.087198e-02
## 2218 29.70 29.76652 6.651679e-02
## 2219 29.80 29.75559 4.441231e-02
## 2220 29.80 29.86674 6.674076e-02
## 2221 29.90 29.85577 4.422514e-02
## 2222 26.50 23.21287 3.287134e+00
## 2223 28.50 28.51517 1.517431e-02
## 2224 27.40 19.87484 7.525164e+00
## 2225 28.30 28.32196 2.195964e-02
## 2226 28.80 28.81421 1.421395e-02
## 2227 30.00 30.94904 9.490406e-01
## 2228 30.50 30.78306 2.830552e-01
## 2229 28.10 28.13795 3.794802e-02
## 2230 27.90 27.91924 1.924225e-02
## 2231 27.50 27.50009 8.506024e-05
## 2232 27.60 27.55147 4.852991e-02
## 2233 27.20 27.20439 4.385221e-03
## 2234 27.30 27.31414 1.413827e-02
## 2235 27.50 27.46978 3.021715e-02
## 2236 28.20 28.18236 1.764319e-02
## 2237 27.40 27.39245 7.552956e-03
## 2238 27.20 27.22375 2.374512e-02
## 2239 26.40 26.42108 2.108367e-02
## 2240 26.00 26.02159 2.158586e-02
## 2241 26.40 26.67865 2.786478e-01
## 2242 27.10 27.11342 1.341644e-02
## 2243 27.00 27.04125 4.125438e-02
## 2244 27.80 27.78928 1.072215e-02
## 2245 28.00 27.97289 2.710757e-02
## 2246 28.00 28.06271 6.270943e-02
## 2247 27.90 27.93930 3.930342e-02
## 2248 28.50 28.46880 3.120281e-02
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## 8452 32.00 31.95971 4.029470e-02
## 8453 31.00 31.01842 1.841951e-02
## 8454 30.40 30.42861 2.861279e-02
## 8455 30.40 30.46808 6.808453e-02
## 8456 30.80 30.80630 6.295722e-03
## 8457 30.70 30.73323 3.323377e-02
## 8458 32.10 32.09119 8.805232e-03
## 8459 29.30 29.33107 3.106875e-02
## 8460 31.50 31.52810 2.809838e-02
## 8461 30.90 30.91940 1.939686e-02
## 8462 30.30 30.33046 3.045597e-02
## 8463 30.30 30.36786 6.786057e-02
## 8464 31.30 31.31954 1.953931e-02
## 8465 30.20 30.21238 1.238064e-02
## 8466 30.50 30.50515 5.150548e-03
## 8467 30.50 30.56831 6.830849e-02
## 8468 28.70 28.72400 2.399554e-02
## 8469 26.60 26.56169 3.831139e-02
## 8470 29.90 33.38394 3.483941e+00
## 8471 31.70 31.72967 2.966858e-02
## 8472 28.10 24.61030 3.489704e+00
## 8473 30.90 30.93238 3.238486e-02
## 8474 31.40 31.70655 3.065468e-01
## 8475 29.70 29.72261 2.261210e-02
## 8476 30.70 30.69935 6.495901e-04
## 8477 31.80 31.80075 7.478554e-04
## 8478 30.00 30.02477 2.476749e-02
## 8479 30.90 30.87698 2.302461e-02
## 8480 30.40 30.39371 6.292648e-03
## 8481 30.00 30.02602 2.602306e-02
## 8482 29.50 29.50845 8.453740e-03
## 8483 29.70 29.68346 1.653502e-02
## 8484 30.40 30.37125 2.874944e-02
## 8485 30.00 30.02602 2.602306e-02
## 8486 29.50 29.50845 8.453740e-03
## 8487 29.90 29.89427 5.732770e-03
## 8488 30.40 30.68045 2.804450e-01
## 8489 30.10 30.08614 1.386482e-02
## 8490 30.70 30.71365 1.364859e-02
## 8491 30.20 30.19698 3.015673e-03
## 8492 30.60 30.60362 3.622724e-03
## 8493 29.70 29.72372 2.371913e-02
## 8494 30.00 30.00010 9.838635e-05
## 8495 31.30 32.23858 9.385840e-01
## 8496 31.00 30.97684 2.315687e-02
## 8497 30.60 30.61864 1.864194e-02
## 8498 29.60 29.59903 9.735156e-04
## 8499 29.70 29.65540 4.459947e-02
## 8500 29.10 29.09186 8.137307e-03
## 8501 29.00 29.03692 3.691891e-02
## 8502 29.30 29.29303 6.974640e-03
## 8503 30.10 30.09178 8.215842e-03
## 8504 29.30 29.29940 6.037809e-04
## 8505 29.60 29.59606 3.943343e-03
## 8506 29.40 29.40959 9.593264e-03
## 8507 30.60 31.81579 1.215792e+00
## 8508 30.40 30.40316 3.160604e-03
## 8509 31.50 31.48999 1.000864e-02
## 8510 30.70 30.72640 2.640052e-02
## 8511 29.30 29.28154 1.845563e-02
## 8512 28.50 28.52067 2.067472e-02
## 8513 30.30 30.31939 1.938730e-02
## 8514 29.70 29.67958 2.042291e-02
## 8515 30.60 30.56821 3.179436e-02
## 8516 31.60 31.62963 2.963376e-02
## 8517 31.10 31.08224 1.776206e-02
## 8518 29.90 21.68798 8.212021e+00
## 8519 26.40 23.21287 3.187134e+00
## 8520 29.20 29.17742 2.257719e-02
## 8521 29.90 29.92454 2.453887e-02
## 8522 28.80 27.84573 9.542741e-01
## 8523 29.50 29.51461 1.461368e-02
## 8524 28.40 27.47321 9.267922e-01
## 8525 29.30 29.29292 7.083533e-03
## 8526 27.80 27.80526 5.264830e-03
## 8527 29.80 29.82210 2.210194e-02
## 8528 29.80 29.86674 6.674076e-02
## 8529 30.20 30.19828 1.723273e-03
## 8530 29.00 21.06035 7.939647e+00
## 8531 29.90 29.91178 1.178090e-02
## 8532 29.80 29.83518 3.518473e-02
## 8533 29.90 29.85577 4.422514e-02
## 8534 30.00 29.95596 4.403798e-02
## 8535 27.50 27.50036 3.619021e-04
## 8536 29.50 29.50028 2.806922e-04
## 8537 30.30 30.29719 2.811172e-03
## 8538 30.80 31.09089 2.908857e-01
## 8539 30.50 30.48201 1.799462e-02
## 8540 30.50 30.56831 6.830849e-02
## 8541 30.70 30.68968 1.031586e-02
## 8542 28.30 28.32246 2.245915e-02
## 8543 28.50 28.47600 2.399800e-02
## 8544 29.30 29.27017 2.983452e-02
## 8545 30.10 30.09178 8.215842e-03
## 8546 28.60 28.63686 3.685540e-02
## 8547 29.20 29.18307 1.693191e-02
## 8548 27.90 27.92111 2.110607e-02
## 8549 30.30 30.29838 1.623718e-03
## 8550 31.00 30.98481 1.518882e-02
## 8551 31.10 31.05802 4.197917e-02
## 8552 29.70 29.73789 3.789037e-02
## 8553 28.80 28.78897 1.102939e-02
## 8554 28.80 28.86450 6.450113e-02
## 8555 28.40 28.38718 1.281542e-02
## 8556 29.70 29.68697 1.303155e-02
## 8557 30.00 30.00010 9.838635e-05
## 8558 30.80 30.81070 1.070050e-02
## 8559 30.00 29.98078 1.922247e-02
## 8560 30.30 30.30313 3.129683e-03
## 8561 30.40 30.35671 4.328932e-02
## 8562 30.10 30.08614 1.386482e-02
## 8563 29.20 29.17670 2.329915e-02
## 8564 30.10 30.11807 1.806904e-02
## 8565 29.90 29.90638 6.376934e-03
## 8566 30.20 30.20212 2.119251e-03
## 8567 28.50 28.51409 1.408736e-02
## 8568 29.70 30.62665 9.266548e-01
## 8569 29.70 29.76652 6.651679e-02
## 8570 29.90 29.88471 1.529119e-02
## 8571 29.70 29.70766 7.663466e-03
## 8572 28.90 28.91004 1.003547e-02
## 8573 27.20 27.21716 1.716299e-02
## 8574 27.10 27.14104 4.103761e-02
## 8575 26.90 26.92567 2.567491e-02
## 8576 28.80 30.29343 1.493434e+00
## 8577 29.00 28.97911 2.088842e-02
## 8578 31.00 32.65835 1.658349e+00
## 8579 29.60 29.56768 3.231676e-02
## 8580 29.00 28.99391 6.089706e-03
## 8581 27.20 25.50112 1.698884e+00
## 8582 27.10 27.14104 4.103761e-02
## 8583 29.00 30.51866 1.518664e+00
## 8584 26.70 26.66890 3.110324e-02
## 8585 26.60 26.64212 4.212148e-02
## 8586 28.70 28.71073 1.073328e-02
## 8587 30.00 30.00056 5.631867e-04
Uji ketepatan data
#Uji ketepatan
MSE = mean(galat^2, na.rm = TRUE)
MAE = mean(abs(galat), na.rm = TRUE)
MAPE = mean(abs(galat/datapakai*100), na.rm=TRUE)
ketepatan = cbind(MSE,MAE,MAPE)
ketepatan
## MSE MAE MAPE
## [1,] 0.931725 0.2180032 0.7873243
Visualisasi nilai data aktual dengan prediksi
### Visualisasi nilai data aktual dengan prediksi
{r}
## [1] 1 2
library(dplyr)
library(lubridate)
library(ggplot2)
# Pastikan datauji dan tabel sudah ada dalam lingkungan kerja
datauji <- read.csv("avg_temp_sulteng.csv", header = TRUE, sep = ",")
datauji$date <- as.Date(datauji$date, format = "%d-%m-%Y")
# Menghitung nilai rata-rata bulanan untuk data aktual
datauji_excluded <- datauji[-1,] # Mengeluarkan baris pertama jika tidak diperlukan
datauji_excluded$date <- as.Date(datauji_excluded$date, format = "%Y-%m-%d")
monthly_data_actual <- datauji_excluded %>%
mutate(month = floor_date(date, "month")) %>%
group_by(month) %>%
summarize(monthly_avg_temp = mean(tavg, na.rm = TRUE))
# Membuat tabel prediksi dari hasil prediksi sebelumnya
tabel_prediksi <- data.frame(tanggal = datauji$date[-1], adj.forecast2 = t)
# Menghitung nilai rata-rata bulanan untuk data prediksi
monthly_data_predicted <- tabel_prediksi %>%
mutate(month = floor_date(tanggal, "month")) %>%
group_by(month) %>%
summarize(monthly_avg_temp = mean(adj.forecast2, na.rm = TRUE))
# Menggabungkan data aktual dan prediksi
combined_data <- bind_rows(
monthly_data_actual %>% mutate(type = "Actual"),
monthly_data_predicted %>% mutate(type = "Predicted")
)
# Plot data time series menggunakan ggplot2
ggplot(combined_data, aes(x = month, y = monthly_avg_temp, color = type)) +
geom_line(aes(linetype = type)) +
scale_color_manual(values = c("Actual" = "blue", "Predicted" = "orange")) +
labs(title = "Time Series Plot of Average Monthly Temperature",
x = "Period",
y = "Average Temperature (°C)",
color = "Type") +
theme_minimal() +
scale_x_date(date_breaks = "1 year", date_labels = "%Y") + # Set x-axis breaks every year
theme(axis.text.x = element_text(angle = 45, hjust = 1)) # Rotate x-axi
Prediksi suhu rata-rata selama 7 hari kedepan dari dataset
# Baca data dari CSV
data_asli <- read.csv("avg_temp_sulteng.csv", header = TRUE, sep = ",")
# Konversi kolom tanggal menjadi tipe Date
data_asli$date <- as.Date(data_asli$date, format = "%d-%m-%Y")
# Mengembalikan pada skala aslinya
t <- numeric(length(data_asli$tavg))
for (i in 2:length(data_asli$tavg)){
t[i] <- data_asli$tavg[i-1] + (data_asli$tavg[i-1] * prediksi[i-1] / 100)
}
# Menghitung rata-rata perubahan terakhir
last_few_points <- tail(data_asli$tavg, 5)
average_change <- mean(diff(last_few_points), na.rm = TRUE)
# Mengambil tanggal terakhir dari data asli
last_date <- max(data_asli$date)
# Membuat vektor tanggal untuk prediksi 7 hari ke depan
prediksi_dates <- seq(from = last_date + 1, by = "day", length.out = 7)
# Menghasilkan prediksi 7 hari ke depan berdasarkan rata-rata perubahan
prediksi_7_hari <- numeric(7)
for (i in 1:7) {
if (i == 1) {
prediksi_7_hari[i] <- last_few_points[length(last_few_points)] + average_change
} else {
prediksi_7_hari[i] <- prediksi_7_hari[i - 1] + average_change
}
}
predicted_7_days <- prediksi_7_hari
# Mengembalikan prediksi pada skala aslinya
predicted_t <- numeric(7)
predicted_t[1] <- t[length(t)] + (t[length(t)] * predicted_7_days[1] / 100)
for (i in 2:7) {
predicted_t[i] <- predicted_t[i - 1] + (predicted_t[i - 1] * predicted_7_days[i] / 100)
}
# Append the predicted values to 't'
t <- c(t, predicted_7_days)
# Ensure 'datapakai' and 't' have the same length after the prediction
datapakai <- c(data_asli$tavg[-1], rep(NA, 10))
# Ensure 'datapakai' and 't' have the same length
if (length(datapakai) < length(t)) {
datapakai <- c(datapakai, rep(NA, length(t) - length(datapakai)))
} else if (length(datapakai) > length(t)) {
t <- c(t, rep(NA, length(datapakai) - length(t)))
}
# Creating the table with the new predictions
tabel_final <- data.frame(datapakai = datapakai, t = t)
# Set the values to NA for the newly predicted periods in the final table
tabel_final$datapakai[(nrow(tabel_final)-6):nrow(tabel_final)] <- NA
# Print the final table
tail(tabel_final, 20)
## datapakai t
## 8578 31.0 28.97911
## 8579 29.6 32.65835
## 8580 29.0 29.56768
## 8581 27.2 28.99391
## 8582 27.1 25.50112
## 8583 29.0 27.14104
## 8584 26.7 30.51866
## 8585 26.6 26.66890
## 8586 28.7 26.64212
## 8587 30.0 28.71073
## 8588 NA 30.00056
## 8589 NA 30.25000
## 8590 NA 30.50000
## 8591 NA 30.75000
## 8592 NA 31.00000
## 8593 NA 31.25000
## 8594 NA 31.50000
## 8595 NA 31.75000
## 8596 NA NA
## 8597 NA NA