102524
Trina Chou
Peeper Analysis!
NOTES ABOUT DATASETS
So in summary:
data = imported results from ALL SELECTIONS, directly from RavenPro tables. contains information from every single male for every single one of his calls.
DATA / manual.data = all 30 calls for all males, full set of data (1886 observations)
Tdat = the temperature corrected, all 30 calls (1886 observations)
means = the temperature corrected means for each male (62 observations)
cvs = the temperature corrected cvs for each male (62 observations)
Packages Used
# for importing Raven selection files
library(Rraven)
# for correlations
library(reshape2)
# for graphs
library(tidyverse)## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr 1.1.4 ✔ readr 2.1.5
## ✔ forcats 1.0.0 ✔ stringr 1.5.1
## ✔ ggplot2 3.5.1 ✔ tibble 3.2.1
## ✔ lubridate 1.9.3 ✔ tidyr 1.3.1
## ✔ purrr 1.0.2
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## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errorslibrary(dplyr)
library(ggplot2)
library(RColorBrewer)
library(extrafont)## Registering fonts with R# for importing files
library(readr)
library(readxl)
# for linear regressions
library (lme4)## Loading required package: Matrix
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## select
##
## Loading required package: survival# for PCA
library (vegan)## Loading required package: permute
## Loading required package: lattice
## This is vegan 2.6-6.1library('factoextra')## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBalibrary(PCAtest)
library(cluster)
# for dredge
library(MuMIn)
# for Beecher's statistic
library(IDmeasurer)
# function for calculating coefficient of variation
cv <- function(x) (sd(x)/mean(x))
# function that gets mode of a character value (e.g. which word is most common)
mode_char <- function(x) unique(x)[which.max(tabulate(match(x, unique(x))))]Datasets
Spectrogram Data
# Import spectrogram data into R from Raven Selection Tables.
data <- imp_raven(all.data = TRUE,
only.spectro.view = TRUE,
path = '~/Raven Pro 1.6/Selections')Accessory Information
# Import metadata containing body temperature and collection data
meta.data <- read_csv("~/Desktop/UTK/Tanner Lab/2024/Bd Project/Peeper Analysis/Spring Peeper Data - Collection Data.csv")## Rows: 73 Columns: 17
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (7): Male ID, Date, Location, Catcher, Recorder, Processer, Prevalence
## dbl (10): Body Temp, Weight (Bag + Frog), Weight (Bag), SVL, Tibia, Frog Wei...
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.Combining into one giant file
# Take the file (in the table as PC-000-24_MMDDYYYY_XX.wav) and separate into it's parts
data <- data %>% separate(`Begin File`,
c("ID", "Date", "Location.wav"),
sep = "_",
remove = FALSE
)
# New simpler column for location
data <- data %>% mutate(Location = case_when(`Location.wav`=='FR.wav' ~ 'FR',
`Location.wav`=='CV.wav' ~ 'CV'))
# Discard columns not needed for future
data <- data %>% dplyr::select(-c(`View`,`Channel`,`Occupancy`,`Low Freq (Hz)`,`High Freq (Hz)`,`Location.wav`, `Frame Duration`, `Reason`))
# Calculate ICI for values based on strict row calculation.
data <- data %>% mutate(ICI = lead(`Begin Time (s)`)-`End Time (s)`)
data <- data %>% filter (ICI >= 0)
# Calculate Call_Period (Duration + ICI) and Instantaneous Rate (1/Call_Period)*60
data <- data %>% mutate(Call_Period = `Delta Time (s)`+ICI)
data <- data %>% mutate(Call_Rate_Inst = (1/Call_Period)*60)
# Output the resulting files into a CSV, gets written in a working directory. Only have to do this once if nothing before this is being done
# write.csv(data,"data.csv",row.names=FALSE)
# In the CSV file, go through each Raven file and decide which 30 consecutive calls to use. Ideally, in a calling bout, start from the 6th bout and exclude the last call. Want consecutive call numbers. Save this as a new file (e.g. edited.data and import).
import.data <- read_csv("~/Desktop/UTK/Tanner Lab/2024/Bd Project/Peeper Analysis/edited.data.csv")## Rows: 1886 Columns: 16
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (5): Begin File, ID, Date, selec.file, Location
## dbl (11): Selection, Begin Time (s), End Time (s), Delta Time (s), Peak Freq...
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.# When importing data, going to go with the manually edited data.
manual.data <- left_join(import.data, meta.data, by = join_by(ID == `Male ID`))
manual.data <- manual.data %>% dplyr::select(-Selection)
manual.data <- as.data.frame(manual.data)
write.csv(manual.data, "080724_data.csv",row.names=FALSE)
# Use the edited data sheet that was found using the previous code. Should be the same as manual.data.
DATA <- read_csv("~/Desktop/UTK/Tanner Lab/2024/Bd Project/Peeper Analysis/080724_data.csv")## Rows: 1886 Columns: 31
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (11): Begin File, ID, Date.x, selec.file, Location.x, Date.y, Location.y...
## dbl (20): Begin Time (s), End Time (s), Delta Time (s), Peak Freq (Hz), Freq...
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.DATA <- as.data.frame(DATA)
body.condition.model <- lm(data = DATA, `Frog Weight (g)`^(1/3) ~ SVL)
DATA <- DATA %>% mutate(condition = body.condition.model$residuals/SVL)Correlations
cormat <- cor(DATA[ , c(18, 21, 32, 3, 4, 7, 15)])
melted_cormat <- melt(cormat)
get_upper_tri <- function(cormat){
cormat[lower.tri(cormat)]<- NA
return(cormat)
}
upper_tri <- get_upper_tri(cormat)
upper_cormat <- melt(upper_tri, na.rm = TRUE)
ggplot(data = upper_cormat, aes(Var2, Var1, fill = value))+
geom_tile(color = "white")+
scale_fill_gradient2(low = "blue", high = "red", mid = "white",
midpoint = 0, limit = c(-1,1), space = "Lab",
name="Pearson\nCorrelation") +
theme_minimal()+
theme(axis.text.x = element_text(angle = 45, vjust = 1,
size = 12, hjust = 1))+
coord_fixed()+
geom_text(aes(Var2, Var1, label = round(value,4)), color = "black", size = 3)
Temperature + SVL Correction
Temperature Function
# Remember - if you change the name of the column for body temperature, you will need to edit the name within m & the Tcorrected_matrix to accurately reflect the new column name
Tcorr <- function(col_numbers, target_temp, data){
num_cols <- length(col_numbers)
Tcorrected_matrix <- matrix(NA, nrow = nrow(data), ncol = num_cols)
for(i in seq_along(col_numbers)){
m <- lm(data[,col_numbers[i]] ~ data$`Body Temp`, data)$coefficients[2] # Calculate m by doing a linear regression
Tcorrected_matrix[, i] <- data[,col_numbers[i]] - m * (data$`Body Temp` - target_temp) # Save a vector so I can use it outside the function
}
avg <- apply(Tcorrected_matrix, 1, mean)
stdev <- apply(Tcorrected_matrix, 1, sd)
colnames(Tcorrected_matrix) <- colnames(data[, col_numbers])
result <- list(avg = avg, stdev = stdev, Tcorrected_matrix = Tcorrected_matrix)
return(result)
}SVL Function
Bcorr <- function(col_numbers, target_svl, data){
num_cols <- length(col_numbers)
Bcorrected_matrix <- matrix(NA, nrow = nrow(data), ncol = num_cols)
for(i in seq_along(col_numbers)){
m <- lm(data[,col_numbers[i]] ~ DATA$SVL, data)$coefficients[2] # Calculate m by doing a linear regression
Bcorrected_matrix[, i] <- data[,col_numbers[i]] - m * (DATA$SVL - target_svl) # Save a vector so I can use it outside the function
}
avg <- apply(Bcorrected_matrix, 1, mean)
stdev <- apply(Bcorrected_matrix, 1, sd)
colnames(Bcorrected_matrix) <- colnames(data[, col_numbers])
result <- list(avg = avg, stdev = stdev, Bcorrected_matrix = Bcorrected_matrix)
return(result)
}Doing the Corrections
# Set Values that you want to temperature correct for
# 3 = Delta Time
# 4 = Peak Freq
# 5 = Freq 5%
# 6 = Freq 95%
# 7 = BW 90%
# 13 = ICI
# 14 = Call Period
# 15 = Instantaneous Call Rate
selections <- c(3:7,13:15)
# Do the temperature correction to the target temp, aka 14
result <- Tcorr(selections, target_temp = 14, data = DATA)
# Format results as a dataframe
Tdat <- as.data.frame(result$Tcorrected_matrix)
# Add information such as ID, Location, and Prevalence
Tdat <- cbind(DATA[,c(9,10,12,18,21,22,23,30,31,32)],Tdat)
# 9 = ID
# 10 = Date
# 12 = Location
# 18 = Body Temp
# 21 = SVL
# 22 = Tibia
# 23 = Frog Weight (g)
# 30 = Log Infection
# 31 = Prevalence
# 32 = Condition
write.csv(Tdat,"102424_temp_corrected_data.csv",row.names=FALSE)# Do the correction to the target size, aka 27 SVL
result <- Bcorr(col_numbers = c(11:15, 18), target_svl = 27, data = Tdat)
# 11 = Delta Time
# 12 = Peak Freq (Hz)
# 13 = Freq 5% (Hz)
# 14 = Freq 95% (Hz)
# 15 = BW 90% (Hz)
# 18 = Call_Rate_Inst
# Format results as a dataframe
Test <- as.data.frame(result$Bcorrected_matrix)
# Get rid of the corresponding columns in Tdat so that there are no duplicates
Tdat <- subset(Tdat, select = -c(11:15, 18))
# Bind the body correlated factors to the temperature corrected ones.
Tdat<-cbind(Tdat,Test)
write.csv(Tdat,"102424_temp_body_corrected_data.csv",row.names=FALSE)CV Table
# use Excel to calculate the means and the sds of the CVs, then format it in a way that makes R happy
cv.table <- read_xlsx("~/Desktop/UTK/Tanner Lab/2024/Bd Project/Peeper Analysis/Peeper_CVs_Means_SDs.xlsx")
ggplot(cv.table, aes(x=reorder(Variable, Means), y=Means,fill=Variable)) +
geom_bar(stat="identity")+
theme_classic()+
theme(axis.text.x = element_text(angle = 50, vjust = 0.5, hjust=0.5),
legend.position = "none")+
geom_errorbar( aes(ymin = Min, ymax = Max),
data = cv.table, width = 0.2, alpha = 0.3)+
geom_text(aes(label=round(Means,4)), vjust=-0.3, size=3.5, alpha=1)+
labs(x = "Variable",
y = "CV",
title = "Variables ordered by CV, with Min and Max CVs")+
scale_color_brewer(palette = "Set2")
ggplot(cv.table, aes(x=reorder(Variable, Means), y=Means,fill=Variable)) +
geom_bar(stat="identity")+
theme_classic()+
theme(axis.text.x = element_text(angle = 50, vjust = 0.5, hjust=0.5),
legend.position = "none")+
geom_errorbar( aes(ymin = Means - SDs, ymax = Means + SDs),
data = cv.table, width = 0.2, alpha = 0.3)+
geom_text(aes(label=round(Means,4)), vjust=-0.3, size=3.5, alpha=1)+
labs(x = "Variable",
y = "CV",
title = "Variables ordered by CV, with SDs")+
scale_color_brewer(palette = "Set2")
subset.cv.table <- cv.table %>% slice(c(1,2,5))
ggplot(subset.cv.table, aes(x=reorder(Variable, Means), y=Means,fill=Variable)) +
geom_bar(stat="identity")+
theme_classic()+
theme(axis.text.x = element_text(angle = 50, vjust = 0.5, hjust=0.5),
legend.position = "none")+
geom_errorbar( aes(ymin = Min, ymax = Max),
data = subset.cv.table, width = 0.2, alpha = 0.3)+
geom_text(aes(label=round(Means,4)), vjust=-0.3, size=3.5, alpha=1)+
labs(x = "Variable",
y = "CV",
title = "Variables ordered by CV, with Min and Max CVs")+
scale_color_brewer(palette = "Set2")
subset.cv.table <- subset.cv.table %>% mutate(Variable2 = c("Call Rate", "Call Duration", "Dominant Frequency"))ggplot(subset.cv.table, aes(x=reorder(Variable2, Means), y=Means,fill=Variable2)) +
geom_bar(stat="identity")+
theme_classic()+
geom_errorbar(aes(ymin = Means - SDs, ymax = Means + SDs),
data = subset.cv.table, width = 0.2, alpha = 0.3)+
geom_text(aes(label=round(Means,4)),
vjust=-0.3, size=3.5, alpha=1,
family = "Times New Roman")+
labs(x = "\nVariable",
y = "CV",
title = "Variables ordered by CV (with SDs)")+
scale_color_brewer(palette = "Set2")+
theme(axis.text.x = element_text(hjust=0.5),
legend.position = "none",
text = element_text(family = "Times New Roman"))
?geom_text()Summary Data
Tdat$Date <- format(as.Date(Tdat$Date.x, format = "%m%d%y"), "%m/%d/%Y")Means
# summarize means of these parameters by ID
means <- Tdat %>%
dplyr::group_by(ID, Date, Location.x, SVL, Tibia, Prevalence) %>%
dplyr::summarize(Temp = mean(`Body Temp`),
Weight = mean(`Frog Weight (g)`),
Infection = mean(`Log Infection`),
Condition = mean(condition),
Call_Rate_Inst = mean(Call_Rate_Inst),
Duration = mean(`Delta Time (s)`),
ICI = mean(ICI),
Period = mean(Call_Period),
Freq = mean(`Peak Freq (Hz)`),
Freq_5 = mean(`Freq 5% (Hz)`),
Freq_95 = mean(`Freq 95% (Hz)`),
BW = mean(`BW 90% (Hz)`),
Load = 10^(Infection))## `summarise()` has grouped output by 'ID', 'Date', 'Location.x', 'SVL', 'Tibia'.
## You can override using the `.groups` argument.means <- ungroup(means)
FR <- means %>% filter(Location.x=='FR')
CV <- means %>% filter(Location.x=='CV')
write.csv(means,"peeper_infection_by_ID_means.csv",row.names=FALSE)
means %>% dplyr::summarize(weight.mean = mean(Weight),
weight.sd = sd(Weight),
svl.mean = mean(SVL),
svl.sd = sd(SVL),
tibia.mean = mean(Tibia),
tibia.sd = sd(Tibia),
load.mean = mean(Load),
load.sv = sd(Load),
load.max = max(Load),
load.min = min(Load))## # A tibble: 1 × 10
## weight.mean weight.sd svl.mean svl.sd tibia.mean tibia.sd load.mean load.sv
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 1.52 0.324 27.4 1.72 13.9 0.940 372. 1681.
## # ℹ 2 more variables: load.max <dbl>, load.min <dbl>means %>% dplyr::group_by(Location.x) %>% dplyr::summarize(weight.mean = mean(Weight),
weight.sd = sd(Weight),
load.mean = mean(Load),
load.sv = sd(Load))## # A tibble: 2 × 5
## Location.x weight.mean weight.sd load.mean load.sv
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 CV 1.44 0.316 564. 2308.
## 2 FR 1.60 0.314 168. 406.CVs
cvs <- Tdat %>%
group_by(ID, Date, Location.x, SVL, Tibia, Prevalence) %>%
dplyr::summarize(Temp = mean(`Body Temp`),
Weight = mean(`Frog Weight (g)`),
Infection = mean(`Log Infection`),
Condition = mean(condition),
Call_Rate_Inst = cv(Call_Rate_Inst),
Duration = cv(`Delta Time (s)`),
ICI = cv(ICI),
Period = cv(Call_Period),
Freq = cv(`Peak Freq (Hz)`),
Freq_5 = cv(`Freq 5% (Hz)`),
Freq_95 = cv(`Freq 95% (Hz)`),
BW = cv(`BW 90% (Hz)`),
Load = 10^(Infection))## `summarise()` has grouped output by 'ID', 'Date', 'Location.x', 'SVL', 'Tibia'.
## You can override using the `.groups` argument.cvs <- ungroup(cvs)
FR.cv <- cvs %>% filter(Location.x=='FR')
CV.cv <- cvs %>% filter(Location.x=='CV')
write.csv(cvs,"peeper_infection_by_ID_cvs.csv",row.names=FALSE)CR v CVw
ggplot(data = data.frame(x = means$Call_Rate_Inst, y = cvs$Call_Rate_Inst), aes(x = x, y = y))+
geom_point()+
theme_minimal()+
labs(x = "CR",
y = "CVw")+
stat_smooth(method = "lm",
formula = y ~ x + I(x^2),
se = FALSE)
Testing Differences by Location
Sarah Dataset
library(lubridate) # gives options more robust to different formats - or else use library(tidyverse)
background <- read_csv("~/Desktop/UTK/Tanner Lab/2024/Bd Project/Peeper Analysis/pscr_records.csv")## New names:
## Rows: 174 Columns: 5
## ── Column specification
## ──────────────────────────────────────────────────────── Delimiter: "," chr
## (2): swab_id, bd_status dbl (2): ...1, bd_load date (1): date
## ℹ Use `spec()` to retrieve the full column specification for this data. ℹ
## Specify the column types or set `show_col_types = FALSE` to quiet this message.
## • `` -> `...1`background.new <- read_csv("~/Desktop/UTK/Tanner Lab/2024/Bd Project/Peeper Analysis/pscr_records_full.csv")## Rows: 247 Columns: 3
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (2): date, bd_status
## dbl (1): bd_load
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.background.new <- as.data.frame(background.new)
background.new$Date <- mdy(background.new$date)background %>% group_by(bd_status) %>%
summarize(n = n(),
mean = mean(bd_load),
sd = sd(bd_load),
max = max(bd_load))## # A tibble: 2 × 5
## bd_status n mean sd max
## <chr> <int> <dbl> <dbl> <dbl>
## 1 negative 123 0 0 0
## 2 positive 51 802. 2679. 15988.51/(123+51)## [1] 0.2931034ggplot(data = background, aes(x = date, y = bd_load))+
geom_point()+
theme_minimal()
ggplot(data = means, aes(x = Date, y = Load))+
geom_point()+
theme_minimal()
ggplot(data = background.new, aes(x = Date, y = bd_load))+
geom_point()+
theme_minimal()
twentytwo <- background.new %>% filter(between(Date, as.Date('2022-01-01'), as.Date('2022-12-31')))
twentythree <- background.new %>% filter(between(Date, as.Date('2023-01-01'), as.Date('2023-12-31')))
twentyfour <- background.new %>% filter(between(Date, as.Date('2024-01-01'), as.Date('2024-12-31')))
ggplot(data = twentytwo, aes(x = Date, y = bd_load))+
geom_point()+
theme_minimal()+
labs(title = "2022")
ggplot(data = twentythree, aes(x = Date, y = bd_load))+
geom_point()+
theme_minimal()+
labs(title = "2023")
ggplot(data = twentyfour, aes(x = Date, y = bd_load))+
geom_point()+
theme_minimal()+
labs(title = "2024")
T-tests - Meta
t.test(FR$SVL, CV$SVL)##
## Welch Two Sample t-test
##
## data: FR$SVL and CV$SVL
## t = 0.099258, df = 59.741, p-value = 0.9213
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.8344102 0.9215352
## sample estimates:
## mean of x mean of y
## 27.47200 27.42844t.test(FR$Tibia, CV$Tibia)##
## Welch Two Sample t-test
##
## data: FR$Tibia and CV$Tibia
## t = 0.53143, df = 58.182, p-value = 0.5971
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.3546734 0.6110901
## sample estimates:
## mean of x mean of y
## 13.97133 13.84313t.test(FR$Weight, CV$Weight) # p = 0.04076 (FR weigh more)##
## Welch Two Sample t-test
##
## data: FR$Weight and CV$Weight
## t = 2.0912, df = 59.802, p-value = 0.04076
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 0.007268515 0.327523151
## sample estimates:
## mean of x mean of y
## 1.603333 1.435938t.test(FR$Temp, CV$Temp) # p = 0.00104 (FR is colder)##
## Welch Two Sample t-test
##
## data: FR$Temp and CV$Temp
## t = -3.4895, df = 50.425, p-value = 0.001014
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -4.536395 -1.222355
## sample estimates:
## mean of x mean of y
## 13.63000 16.50937t.test(FR$Infection, CV$Infection)##
## Welch Two Sample t-test
##
## data: FR$Infection and CV$Infection
## t = -0.60249, df = 59.999, p-value = 0.5491
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.7500039 0.4027840
## sample estimates:
## mean of x mean of y
## 1.138851 1.312461t.test(FR$Condition, CV$Condition) # p = 0.0259 (FR in better condition)##
## Welch Two Sample t-test
##
## data: FR$Condition and CV$Condition
## t = 2.2877, df = 56.877, p-value = 0.0259
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 0.0002062304 0.0031034703
## sample estimates:
## mean of x mean of y
## 0.0008430817 -0.0008117687Means
t.test(FR$Call_Rate_Inst, CV$Call_Rate_Inst) # 0.05821 (FR as slower)##
## Welch Two Sample t-test
##
## data: FR$Call_Rate_Inst and CV$Call_Rate_Inst
## t = -1.9333, df = 56.597, p-value = 0.05821
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -14.0176910 0.2474667
## sample estimates:
## mean of x mean of y
## 75.20998 82.09510t.test(FR$Duration, CV$Duration) # 0.0902##
## Welch Two Sample t-test
##
## data: FR$Duration and CV$Duration
## t = 1.7245, df = 55.414, p-value = 0.0902
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.001417704 0.018928660
## sample estimates:
## mean of x mean of y
## 0.1125010 0.1037455t.test(FR$Freq, CV$Freq)##
## Welch Two Sample t-test
##
## data: FR$Freq and CV$Freq
## t = 1.0152, df = 49.687, p-value = 0.3149
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -28.79341 87.63243
## sample estimates:
## mean of x mean of y
## 2943.453 2914.033CVs
t.test(FR.cv$Call_Rate_Inst, CV.cv$Call_Rate_Inst)##
## Welch Two Sample t-test
##
## data: FR.cv$Call_Rate_Inst and CV.cv$Call_Rate_Inst
## t = -0.92993, df = 58.408, p-value = 0.3562
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.08633059 0.03155612
## sample estimates:
## mean of x mean of y
## 0.1966349 0.2240222t.test(FR.cv$Duration, CV.cv$Duration) # p = 0.07271##
## Welch Two Sample t-test
##
## data: FR.cv$Duration and CV.cv$Duration
## t = 1.8375, df = 45.252, p-value = 0.07271
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.001472842 0.032172354
## sample estimates:
## mean of x mean of y
## 0.07405864 0.05870888t.test(FR.cv$Freq, CV.cv$Freq)##
## Welch Two Sample t-test
##
## data: FR.cv$Freq and CV.cv$Freq
## t = 1.0061, df = 56.337, p-value = 0.3187
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.001864403 0.005627529
## sample estimates:
## mean of x mean of y
## 0.01257389 0.01069232Testing Differences by Prevalence
Infection v Condition
ggplot(data = means, aes(x = Infection, y = Condition))+
geom_point()+
theme_minimal()+
stat_smooth(method = "lm",
se = FALSE)## `geom_smooth()` using formula = 'y ~ x'
ggplot(means, aes(x = Infection, y = Condition, color = Location.x))+
geom_point()+
theme_minimal()+
stat_smooth(method = "lm",
se = FALSE)## `geom_smooth()` using formula = 'y ~ x'
Data Subsets
absent <- means %>% filter(Prevalence == "Absent")
present <- means %>% filter(Prevalence == "Present")
absent.cvs <- cvs %>% filter(Prevalence == "Absent")
present.cvs <- cvs %>% filter(Prevalence == "Present")
means %>% dplyr::group_by(Prevalence) %>% dplyr::summarize(weight.mean = mean(Weight),
weight.sd = sd(Weight),
svl.mean = mean(SVL),
svl.sd = sd(SVL),
tibia.mean = mean(Tibia),
tibia.sd = sd(Tibia),
load.mean = mean(Load),
load.sv = sd(Load),
load.min = min(Load),
load.max = max(Load))## # A tibble: 2 × 11
## Prevalence weight.mean weight.sd svl.mean svl.sd tibia.mean tibia.sd load.mean
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Absent 1.56 0.334 27.5 1.24 14.0 0.878 1
## 2 Present 1.50 0.321 27.4 1.89 13.9 0.974 524.
## # ℹ 3 more variables: load.sv <dbl>, load.min <dbl>, load.max <dbl>T-tests - Meta
t.test(absent$SVL, present$SVL)##
## Welch Two Sample t-test
##
## data: absent$SVL and present$SVL
## t = 0.082092, df = 47.716, p-value = 0.9349
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.7885493 0.8556705
## sample estimates:
## mean of x mean of y
## 27.47333 27.43977t.test(absent$Tibia, present$Tibia)##
## Welch Two Sample t-test
##
## data: absent$Tibia and present$Tibia
## t = 0.27987, df = 34.909, p-value = 0.7812
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.4441327 0.5861529
## sample estimates:
## mean of x mean of y
## 13.95556 13.88455t.test(absent$Weight, present$Weight)##
## Welch Two Sample t-test
##
## data: absent$Weight and present$Weight
## t = 0.6732, df = 30.576, p-value = 0.5059
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.1264435 0.2509385
## sample estimates:
## mean of x mean of y
## 1.561111 1.498864t.test(absent$Temp, present$Temp)##
## Welch Two Sample t-test
##
## data: absent$Temp and present$Temp
## t = 0.53987, df = 31.417, p-value = 0.5931
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -1.479705 2.545867
## sample estimates:
## mean of x mean of y
## 15.49444 14.96136t.test(absent$Condition, present$Condition) # no difference in condition between absent v present##
## Welch Two Sample t-test
##
## data: absent$Condition and present$Condition
## t = 0.56133, df = 35.578, p-value = 0.5781
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.001148318 0.002026738
## sample estimates:
## mean of x mean of y
## 0.0003006626 -0.0001385471Means
t.test(absent$Call_Rate_Inst, present$Call_Rate_Inst)##
## Welch Two Sample t-test
##
## data: absent$Call_Rate_Inst and present$Call_Rate_Inst
## t = 0.076262, df = 25.225, p-value = 0.9398
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -9.113764 9.814988
## sample estimates:
## mean of x mean of y
## 79.01241 78.66180t.test(absent$Duration, present$Duration) ##
## Welch Two Sample t-test
##
## data: absent$Duration and present$Duration
## t = 0.89459, df = 34.652, p-value = 0.3772
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.006166278 0.015875971
## sample estimates:
## mean of x mean of y
## 0.1114274 0.1065726t.test(absent$Freq, present$Freq)##
## Welch Two Sample t-test
##
## data: absent$Freq and present$Freq
## t = 0.1947, df = 27.949, p-value = 0.847
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -64.49056 78.03660
## sample estimates:
## mean of x mean of y
## 2933.075 2926.302CVs
t.test(absent.cvs$Call_Rate_Inst, present.cvs$Call_Rate_Inst)##
## Welch Two Sample t-test
##
## data: absent.cvs$Call_Rate_Inst and present.cvs$Call_Rate_Inst
## t = -0.93768, df = 43.595, p-value = 0.3536
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.08442222 0.03081858
## sample estimates:
## mean of x mean of y
## 0.1917496 0.2185515t.test(absent.cvs$Duration, present.cvs$Duration)##
## Welch Two Sample t-test
##
## data: absent.cvs$Duration and present.cvs$Duration
## t = -0.77032, df = 48.086, p-value = 0.4449
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.021648787 0.009655016
## sample estimates:
## mean of x mean of y
## 0.06188033 0.06787721t.test(absent.cvs$Freq, present.cvs$Freq)##
## Welch Two Sample t-test
##
## data: absent.cvs$Freq and present.cvs$Freq
## t = 0.8019, df = 30.002, p-value = 0.4289
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.002611655 0.005988508
## sample estimates:
## mean of x mean of y
## 0.01280099 0.01111257PCA
PCA Analysis
Setting up the Data
PCA <- means %>% dplyr::select(c('Call_Rate_Inst','Duration','Freq'))
PCA <- as.data.frame(PCA)
rownames(PCA) <- c(means$ID)Doing the PCA
asprcomp <- prcomp(PCA, scale = TRUE)
summary(asprcomp)## Importance of components:
## PC1 PC2 PC3
## Standard deviation 1.1506 1.0433 0.7665
## Proportion of Variance 0.4413 0.3628 0.1958
## Cumulative Proportion 0.4413 0.8042 1.0000asprcomp## Standard deviations (1, .., p=3):
## [1] 1.1506475 1.0433114 0.7664932
##
## Rotation (n x k) = (3 x 3):
## PC1 PC2 PC3
## Call_Rate_Inst -0.4994145 0.67579434 -0.5421136
## Duration 0.7481873 0.02093696 -0.6631572
## Freq -0.4368077 -0.73679282 -0.5160769Testing for Significance
result <- PCAtest(PCA, 100, 100, 0.05, varcorr=FALSE, counter=FALSE, plot=TRUE)##
## Sampling bootstrap replicates... Please wait
##
## Calculating confidence intervals of empirical statistics... Please wait
##
## Sampling random permutations... Please wait
##
## Comparing empirical statistics with their null distributions... Please wait
##
## ========================================================
## Test of PCA significance: 3 variables, 62 observations
## 100 bootstrap replicates, 100 random permutations
## ========================================================
##
## Empirical Psi = 0.2829, Max null Psi = 0.3889, Min null Psi = 0.0043, p-value = 0.03
## Empirical Phi = 0.2172, Max null Phi = 0.2546, Min null Phi = 0.0267, p-value = 0.03
##
## Empirical eigenvalue #1 = 1.32399, Max null eigenvalue = 1.43063, p-value = 0.11
## Empirical eigenvalue #2 = 1.0885, Max null eigenvalue = 1.10257, p-value = 0.01
## Empirical eigenvalue #3 = 0.58751, Max null eigenvalue = 0.95611, p-value = 0.99
##
## PC 1 is significant and accounts for 44.1% (95%-CI:41.4-56.1) of the total variation
##
## Variables , and 2 have significant loadings on PC 1
Visualization
fviz_eig(asprcomp, addlabels = TRUE)## Registered S3 method overwritten by 'broom':
## method from
## nobs.multinom MuMIn
fviz_pca_var(asprcomp,axes = c(1, 2))
fviz_cos2(asprcomp, choice = "var", axes = 1:2)
fviz_pca_var(asprcomp, col.var = "cos2",
gradient.cols = c("black", "orange", "green"),
repel = TRUE)
Extracting Scores
scores = scores(asprcomp)
pcs <- as.data.frame(scores) # same as scores
full.data <- cbind(means, pcs)Rotating Scores
rawLoadings <- asprcomp$rotation[,1:2] %*% diag(asprcomp$sdev, 2, 2)
rotatedLoadings <- varimax(rawLoadings)$loadings
invLoadings <- t(pracma::pinv(rotatedLoadings))
scores2 <- scale(PCA) %*% invLoadings
rotatedLoadings##
## Loadings:
## [,1] [,2]
## Call_Rate_Inst -0.894 0.170
## Duration 0.645 0.571
## Freq 0.110 -0.912
##
## [,1] [,2]
## SS loadings 1.226 1.186
## Proportion Var 0.409 0.395
## Cumulative Var 0.409 0.804# from https://rpubs.com/esobolewska/pcr-step-by-step
pcs2 <- as.data.frame(scores2) # same as scores
# binding PC scores with the individual data (summarized for each individual)
full.data <- cbind(full.data, pcs2)K-Means Clusters
Choosing the optimal number of clusters
https://uc-r.github.io/kmeans_clustering
cluster.test <- full.data[, c("V1", "V2")]
fviz_nbclust(cluster.test, FUNcluster = kmeans, method = "wss")
fviz_nbclust(cluster.test, FUNcluster = kmeans, method = "silhouette")
gap_stat <- clusGap(cluster.test, FUN = kmeans, nstart = 25,
K.max = 10, B = 50)
fviz_gap_stat(gap_stat)
2 Clusters
set.seed(48) # Set seed for reproducibility
kmeans_result <- kmeans(full.data[, c("V1", "V2")], centers = 2)
# Add cluster information to the combined data
full.data$Cluster <- as.factor(kmeans_result$cluster)
# Plot the clusters
ggplot(data = full.data, aes(x = V1, y = V2, col = Cluster, label = Prevalence)) +
geom_point() +
labs(x = "V1", y = "V2", col = "Cluster")+
theme_minimal()+
labs(title = "Color by Cluster")+
geom_text(hjust=0, vjust=0)
fviz_cluster(kmeans_result, data = full.data[, c("V1", "V2")],
geom = "point",
ellipse.type = "convex",
ggtheme = theme_minimal()
)
ggplot(data = full.data, aes(x = V1, y = V2, col = Prevalence)) +
geom_point() +
labs(x = "V1", y = "V2", col = "Prevalence")+
theme_minimal()+
labs(title = "Color by Prevalence")+
scale_color_brewer(palette = "Set2")
ggplot(data = full.data, aes (x = Location.x, y = Prevalence, color = Cluster))+
geom_jitter()+
theme_minimal()
ggplot(data = full.data, aes (x = Location.x, y = Condition, color = Cluster))+
geom_jitter()+
theme_minimal()
ggplot(data = full.data, aes (x = Prevalence, y = Condition, color = Cluster))+
geom_jitter()+
theme_minimal()
table(full.data$Cluster, full.data$Prevalence)##
## Absent Present
## 1 10 22
## 2 8 22fisher.test(full.data$Cluster, full.data$Prevalence)##
## Fisher's Exact Test for Count Data
##
## data: full.data$Cluster and full.data$Prevalence
## p-value = 0.783
## alternative hypothesis: true odds ratio is not equal to 1
## 95 percent confidence interval:
## 0.3627262 4.3948578
## sample estimates:
## odds ratio
## 1.245506Looking at individual PCs
PC1
ggplot(data = full.data, aes(x = Infection, y = V1))+
geom_point()+
stat_smooth(method = "lm",
se = FALSE)+
theme_minimal()+
labs(x = "Infection Load",
y ="PC1 Score")## `geom_smooth()` using formula = 'y ~ x'
V1.global.model = lmer(data = full.data, V1 ~ Infection*Condition + (1|Location.x), na.action = "na.fail",
REML = FALSE)
Anova(V1.global.model)## Analysis of Deviance Table (Type II Wald chisquare tests)
##
## Response: V1
## Chisq Df Pr(>Chisq)
## Infection 0.3892 1 0.53272
## Condition 0.0549 1 0.81482
## Infection:Condition 3.5044 1 0.06121 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1summary(V1.global.model)## Linear mixed model fit by maximum likelihood ['lmerMod']
## Formula: V1 ~ Infection * Condition + (1 | Location.x)
## Data: full.data
##
## AIC BIC logLik deviance df.resid
## 181.3 194.0 -84.6 169.3 56
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -2.94906 -0.61573 -0.00683 0.63298 2.17025
##
## Random effects:
## Groups Name Variance Std.Dev.
## Location.x (Intercept) 0.05589 0.2364
## Residual 0.86683 0.9310
## Number of obs: 62, groups: Location.x, 2
##
## Fixed effects:
## Estimate Std. Error t value
## (Intercept) 0.09468 0.24243 0.391
## Infection -0.06264 0.10575 -0.592
## Condition -93.16972 69.13850 -1.348
## Infection:Condition 68.65983 36.67704 1.872
##
## Correlation of Fixed Effects:
## (Intr) Infctn Condtn
## Infection -0.535
## Condition -0.026 0.010
## Infctn:Cndt 0.016 0.017 -0.796PC2
ggplot(data = full.data, aes(x = Infection, y = V2))+
geom_point()+
stat_smooth(method = "lm",
se = FALSE)+
theme_minimal()+
labs(x = "Infection Load",
y ="PC2 Score")## `geom_smooth()` using formula = 'y ~ x'
V2.global.model = lmer(data = full.data, V2 ~ Infection*Condition + (1|Location.x), na.action = "na.fail",
REML = FALSE)## boundary (singular) fit: see help('isSingular')Anova(V2.global.model)## Analysis of Deviance Table (Type II Wald chisquare tests)
##
## Response: V2
## Chisq Df Pr(>Chisq)
## Infection 0.0009 1 0.97553
## Condition 3.6097 1 0.05744 .
## Infection:Condition 1.0961 1 0.29513
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1summary(V2.global.model)## Linear mixed model fit by maximum likelihood ['lmerMod']
## Formula: V2 ~ Infection * Condition + (1 | Location.x)
## Data: full.data
##
## AIC BIC logLik deviance df.resid
## 182.4 195.2 -85.2 170.4 56
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -2.23478 -0.70450 0.01302 0.37841 2.75885
##
## Random effects:
## Groups Name Variance Std.Dev.
## Location.x (Intercept) 0.0000 0.0000
## Residual 0.9142 0.9562
## Number of obs: 62, groups: Location.x, 2
##
## Fixed effects:
## Estimate Std. Error t value
## (Intercept) 0.009139 0.180281 0.051
## Infection -0.001399 0.108455 -0.013
## Condition 20.350930 70.337401 0.289
## Infection:Condition 39.433851 37.666292 1.047
##
## Correlation of Fixed Effects:
## (Intr) Infctn Condtn
## Infection -0.738
## Condition -0.039 0.017
## Infctn:Cndt 0.022 0.017 -0.804
## optimizer (nloptwrap) convergence code: 0 (OK)
## boundary (singular) fit: see help('isSingular')Looking at individual variables
Call Rate
call.rate.global.model <- lmer(data = means, Call_Rate_Inst ~ Infection * Condition + (1|Location.x),
REML = FALSE,
na.action = "na.fail")
summary(call.rate.global.model)## Linear mixed model fit by maximum likelihood ['lmerMod']
## Formula: Call_Rate_Inst ~ Infection * Condition + (1 | Location.x)
## Data: means
##
## AIC BIC logLik deviance df.resid
## 516.7 529.4 -252.3 504.7 56
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -2.75196 -0.54147 -0.04832 0.47375 2.40262
##
## Random effects:
## Groups Name Variance Std.Dev.
## Location.x (Intercept) 6.94 2.634
## Residual 195.95 13.998
## Number of obs: 62, groups: Location.x, 2
##
## Fixed effects:
## Estimate Std. Error t value
## (Intercept) 78.1800 3.2309 24.198
## Infection 0.3577 1.5895 0.225
## Condition 1067.0137 1037.3176 1.029
## Infection:Condition -517.7037 551.4420 -0.939
##
## Correlation of Fixed Effects:
## (Intr) Infctn Condtn
## Infection -0.603
## Condition -0.030 0.011
## Infctn:Cndt 0.018 0.017 -0.797call.rate.cvs.global <- lmer(data = cvs, Call_Rate_Inst ~ Infection * Condition + (1|Location.x),
REML = FALSE,
na.action = "na.fail")## boundary (singular) fit: see help('isSingular')summary(call.rate.cvs.global)## Linear mixed model fit by maximum likelihood ['lmerMod']
## Formula: Call_Rate_Inst ~ Infection * Condition + (1 | Location.x)
## Data: cvs
##
## AIC BIC logLik deviance df.resid
## -85.3 -72.5 48.6 -97.3 56
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -2.1291 -0.5876 -0.1355 0.2660 4.6858
##
## Random effects:
## Groups Name Variance Std.Dev.
## Location.x (Intercept) 0.0000 0.0000
## Residual 0.0122 0.1104
## Number of obs: 62, groups: Location.x, 2
##
## Fixed effects:
## Estimate Std. Error t value
## (Intercept) 0.213912 0.020822 10.273
## Infection -0.002295 0.012526 -0.183
## Condition -15.540016 8.123769 -1.913
## Infection:Condition 2.709214 4.350349 0.623
##
## Correlation of Fixed Effects:
## (Intr) Infctn Condtn
## Infection -0.738
## Condition -0.039 0.017
## Infctn:Cndt 0.022 0.017 -0.804
## optimizer (nloptwrap) convergence code: 0 (OK)
## boundary (singular) fit: see help('isSingular')ggplot(means, aes(x = Infection, y = Call_Rate_Inst))+
geom_point()+
theme_classic()+
stat_smooth(method = 'lm',
se = FALSE)+
theme(text = element_text(family = "Times New Roman"))+
labs(y = "Call Rate (calls / min)",
x = "Log Infection Load")## `geom_smooth()` using formula = 'y ~ x'
ggplot(cvs, aes(x = Infection, y = Call_Rate_Inst))+
geom_point()+
theme_classic()+
stat_smooth(method = 'lm',
se = FALSE)+
theme(text = element_text(family = "Times New Roman"))+
labs(title = "Call Rate CV")## `geom_smooth()` using formula = 'y ~ x'
Call Duration
call.duration.global.model <- lmer(data = means, Duration ~ Infection * Condition + (1|Location.x),
REML = FALSE,
na.action = "na.fail")## boundary (singular) fit: see help('isSingular')summary(call.duration.global.model)## Linear mixed model fit by maximum likelihood ['lmerMod']
## Formula: Duration ~ Infection * Condition + (1 | Location.x)
## Data: means
##
## AIC BIC logLik deviance df.resid
## -308.4 -295.6 160.2 -320.4 56
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -1.8886 -0.7759 0.1124 0.8140 2.0338
##
## Random effects:
## Groups Name Variance Std.Dev.
## Location.x (Intercept) 0.0000000 0.00000
## Residual 0.0003338 0.01827
## Number of obs: 62, groups: Location.x, 2
##
## Fixed effects:
## Estimate Std. Error t value
## (Intercept) 0.110503 0.003445 32.080
## Infection -0.001791 0.002072 -0.864
## Condition -0.962140 1.343928 -0.716
## Infection:Condition 1.815350 0.719685 2.522
##
## Correlation of Fixed Effects:
## (Intr) Infctn Condtn
## Infection -0.738
## Condition -0.039 0.017
## Infctn:Cndt 0.022 0.017 -0.804
## optimizer (nloptwrap) convergence code: 0 (OK)
## boundary (singular) fit: see help('isSingular')ggplot(means, aes(x = Infection, y = Duration))+
geom_point()+
theme_classic()+
stat_smooth(method = 'lm',
se = FALSE)+
theme(text = element_text(family = "Times New Roman"))+
labs(y = "Call Duration (s)",
x = "Log Infection Load")## `geom_smooth()` using formula = 'y ~ x'
ggplot(cvs, aes(x = Infection, y = Duration))+
geom_point()+
theme_classic()+
stat_smooth(method = 'lm',
se = FALSE)+
theme(text = element_text(family = "Times New Roman"))+
labs(title = "Duration CVs")## `geom_smooth()` using formula = 'y ~ x'
Dominant Frequency
freq.global.model <- lmer(data = means, Freq ~ Infection * Condition + (1|Location.x),
REML = FALSE,
na.action = "na.fail")## boundary (singular) fit: see help('isSingular')summary(freq.global.model)## Linear mixed model fit by maximum likelihood ['lmerMod']
## Formula: Freq ~ Infection * Condition + (1 | Location.x)
## Data: means
##
## AIC BIC logLik deviance df.resid
## 774.8 787.6 -381.4 762.8 56
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.03439 -0.39584 0.06989 0.59014 2.01909
##
## Random effects:
## Groups Name Variance Std.Dev.
## Location.x (Intercept) 7.697e-15 8.773e-08
## Residual 1.290e+04 1.136e+02
## Number of obs: 62, groups: Location.x, 2
##
## Fixed effects:
## Estimate Std. Error t value
## (Intercept) 2933.485 21.418 136.965
## Infection -4.462 12.885 -0.346
## Condition -4106.185 8356.222 -0.491
## Infection:Condition -1204.592 4474.830 -0.269
##
## Correlation of Fixed Effects:
## (Intr) Infctn Condtn
## Infection -0.738
## Condition -0.039 0.017
## Infctn:Cndt 0.022 0.017 -0.804
## optimizer (nloptwrap) convergence code: 0 (OK)
## boundary (singular) fit: see help('isSingular')ggplot(means, aes(x = Infection, y = Freq/1000))+
geom_point()+
theme_classic()+
stat_smooth(method = 'lm',
se = FALSE)+
theme(text = element_text(family = "Times New Roman"))+
labs(y = "Dominant Frequency (kHz)",
x = "Log Infection Load")## `geom_smooth()` using formula = 'y ~ x'
ggplot(cvs, aes(x = Infection, y = Freq))+
geom_point()+
theme_classic()+
stat_smooth(method = 'lm',
se = FALSE)+
theme(text = element_text(family = "Times New Roman"))+
labs(title = "Frequency CVs")## `geom_smooth()` using formula = 'y ~ x'
Beecher’s Information Statistic
Google AI Overview:
Beecher’s information statistic (Hs) is a metric used in animal behavior studies to quantify the amount of individual identity information contained within a specific signal, like an animal’s appearance or markings, allowing researchers to compare how well different signals can be used to distinguish between individuals within a population; essentially, it measures how much information a particular signal carries about an individual’s identity
Univariate
BIS <- Tdat %>% dplyr::select(c(1,13,14,18))
BIS <- dplyr::rename(BIS, Duration = `Delta Time (s)`)
BIS <- dplyr::rename(BIS, Frequency = `Peak Freq (Hz)`)
calcHSnpergroup(BIS,sumHS=F)## vars Pr HS
## 1 ID NA NA
## 2 Duration 0 1.43
## 3 Frequency 0 1.61
## 4 Call_Rate_Inst 0 0.39Multivariate
PCA_2 <- calcPCA(BIS)
calcHS(PCA_2) ## HS for significant vars HS for all vars
## 2.89 2.89knitr::include_graphics("~/Desktop/UTK/Tanner Lab/2024/Bd Project/Peeper Analysis/Beecher.png")
Shannon’s Entropy
library(DescTools)## Warning: package 'DescTools' was built under R version 4.4.1##
## Attaching package: 'DescTools'## The following object is masked from 'package:car':
##
## RecodeTdat <- Tdat %>% mutate(Presence = if_else(Prevalence == "Absent", 0, 1))
Absent <- Tdat$Presence
Duration <- Tdat$`Delta Time (s)`
Dominant_Freq <- Tdat$`Peak Freq (Hz)`
Call_Rate <- Tdat$Call_Rate_Inst
MutInf(Absent, Duration, base = 2)## [1] 0.8639203MutInf(Absent, Dominant_Freq, base = 2)## [1] 0.8639203MutInf(Absent, Call_Rate, base = 2)## [1] 0.8639203Correlations with
Tdat## ID Date.x Location.x Body Temp SVL Tibia Frog Weight (g)
## 1 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 2 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 3 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 4 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 5 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 6 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 7 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 8 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 9 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 10 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 11 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 12 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 13 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 14 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 15 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 16 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 17 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 18 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 19 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 20 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 21 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 22 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 23 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 24 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 25 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 26 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 27 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 28 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 29 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 30 PC-002-24 030324 FR 12.8 29.36 16.17 2.00
## 31 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 32 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 33 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 34 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 35 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 36 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 37 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 38 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 39 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 40 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 41 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 42 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 43 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 44 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 45 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 46 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 47 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 48 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 49 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 50 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 51 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 52 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 53 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 54 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 55 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 56 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 57 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 58 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 59 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 60 PC-003-24 030324 FR 12.4 27.44 14.45 2.10
## 61 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 62 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 63 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 64 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 65 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 66 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 67 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 68 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 69 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 70 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 71 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 72 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 73 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 74 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 75 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 76 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 77 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 78 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 79 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 80 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 81 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 82 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 83 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 84 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 85 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 86 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 87 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 88 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 89 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 90 PC-004-24 032124 CV 13.1 25.47 14.34 1.20
## 91 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 92 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 93 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 94 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 95 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 96 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 97 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 98 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 99 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 100 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 101 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 102 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 103 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 104 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 105 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 106 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 107 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 108 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 109 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 110 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 111 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 112 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 113 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 114 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 115 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 116 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 117 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 118 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 119 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 120 PC-005-24 032124 CV 13.3 28.82 15.52 1.90
## 121 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 122 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 123 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 124 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 125 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 126 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 127 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 128 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 129 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 130 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 131 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 132 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 133 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 134 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 135 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 136 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 137 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 138 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 139 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 140 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 141 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 142 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 143 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 144 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 145 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 146 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 147 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 148 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 149 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 150 PC-006-24 032124 CV 11.8 28.39 14.42 1.70
## 151 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 152 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 153 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 154 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 155 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 156 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 157 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 158 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 159 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 160 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 161 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 162 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 163 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 164 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 165 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 166 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 167 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 168 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 169 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 170 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 171 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 172 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 173 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 174 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 175 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 176 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 177 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 178 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 179 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 180 PC-007-24 032124 CV 11.9 28.01 14.91 1.85
## 181 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 182 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 183 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 184 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 185 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 186 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 187 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 188 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 189 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 190 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 191 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 192 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 193 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 194 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 195 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 196 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 197 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 198 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 199 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 200 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 201 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 202 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 203 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 204 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 205 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 206 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 207 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 208 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 209 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 210 PC-009-24 032424 FR 7.1 27.34 13.41 1.50
## 211 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 212 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 213 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 214 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 215 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 216 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 217 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 218 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 219 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 220 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 221 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 222 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 223 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 224 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 225 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 226 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 227 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 228 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 229 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 230 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 231 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 232 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 233 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 234 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 235 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 236 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 237 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 238 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 239 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 240 PC-011-24 032824 CV 10.3 28.90 14.37 2.20
## 241 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 242 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 243 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 244 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 245 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 246 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 247 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 248 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 249 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 250 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 251 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 252 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 253 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 254 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 255 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 256 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 257 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 258 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 259 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 260 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 261 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 262 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 263 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 264 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 265 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 266 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 267 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 268 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 269 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 270 PC-012-24 032424 FR 8.3 26.85 13.67 1.50
## 271 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 272 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 273 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 274 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 275 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 276 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 277 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 278 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 279 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 280 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 281 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 282 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 283 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 284 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 285 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 286 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 287 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 288 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 289 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 290 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 291 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 292 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 293 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 294 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 295 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 296 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 297 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 298 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 299 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 300 PC-013-24 032424 FR 9.3 26.86 14.12 1.70
## 301 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 302 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 303 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 304 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 305 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 306 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 307 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 308 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 309 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 310 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 311 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 312 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 313 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 314 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
## 315 PC-014-24 032424 FR 6.9 27.40 14.06 1.60
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## 1278 PC-051-24 041424 FR 19.1 28.51 13.52 1.50
## 1279 PC-051-24 041424 FR 19.1 28.51 13.52 1.50
## 1280 PC-051-24 041424 FR 19.1 28.51 13.52 1.50
## 1281 PC-051-24 041424 FR 19.1 28.51 13.52 1.50
## 1282 PC-051-24 041424 FR 19.1 28.51 13.52 1.50
## 1283 PC-051-24 041424 FR 19.1 28.51 13.52 1.50
## 1284 PC-051-24 041424 FR 19.1 28.51 13.52 1.50
## 1285 PC-051-24 041424 FR 19.1 28.51 13.52 1.50
## 1286 PC-051-24 041424 FR 19.1 28.51 13.52 1.50
## 1287 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1288 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1289 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1290 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1291 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1292 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1293 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1294 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1295 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1296 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1297 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1298 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1299 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1300 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1301 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1302 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1303 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1304 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1305 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1306 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1307 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1308 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1309 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1310 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1311 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1312 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1313 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1314 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1315 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1316 PC-052-24 041424 FR 16.8 27.97 12.32 1.70
## 1317 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1318 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1319 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1320 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1321 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1322 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1323 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1324 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1325 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1326 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1327 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1328 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1329 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1330 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1331 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1332 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1333 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1334 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1335 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1336 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1337 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1338 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1339 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1340 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1341 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1342 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1343 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1344 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1345 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1346 PC-053-24 041424 FR 17.3 28.87 14.92 2.00
## 1347 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1348 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1349 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1350 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1351 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1352 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1353 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1354 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1355 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1356 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1357 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1358 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1359 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1360 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1361 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1362 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1363 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1364 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1365 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1366 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1367 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1368 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1369 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1370 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1371 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1372 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1373 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1374 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1375 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1376 PC-054-24 041424 FR 19.9 27.60 14.80 1.60
## 1377 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1378 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1379 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1380 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1381 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1382 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1383 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1384 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1385 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1386 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1387 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1388 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1389 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1390 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1391 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1392 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1393 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1394 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1395 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1396 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1397 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1398 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1399 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1400 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1401 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1402 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1403 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1404 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1405 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1406 PC-055-24 041624 CV 18.8 29.08 14.03 1.70
## 1407 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1408 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1409 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1410 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1411 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1412 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1413 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1414 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1415 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1416 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1417 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1418 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1419 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1420 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1421 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1422 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1423 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1424 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1425 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1426 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1427 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1428 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1429 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1430 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1431 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1432 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1433 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1434 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1435 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1436 PC-056-24 041624 CV 16.0 28.20 14.23 1.55
## 1437 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1438 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1439 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1440 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1441 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1442 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1443 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1444 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1445 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1446 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1447 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1448 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1449 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1450 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1451 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1452 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1453 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1454 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1455 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1456 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1457 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1458 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1459 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1460 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1461 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1462 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1463 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1464 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1465 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1466 PC-057-24 041624 CV 19.8 26.02 13.60 1.15
## 1467 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
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## 1469 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1470 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1471 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1472 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1473 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1474 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1475 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1476 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1477 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1478 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1479 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1480 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1481 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1482 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1483 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1484 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1485 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1486 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1487 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1488 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1489 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1490 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1491 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1492 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1493 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1494 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1495 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1496 PC-058-24 041424 FR 18.0 27.61 13.79 1.40
## 1497 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1498 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1499 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1500 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1501 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1502 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1503 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1504 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1505 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1506 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1507 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1508 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1509 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1510 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1511 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1512 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1513 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1514 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1515 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1516 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1517 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1518 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1519 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1520 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1521 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1522 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1523 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1524 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1525 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1526 PC-059-24 041424 FR 16.4 25.08 13.39 1.35
## 1527 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1528 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1529 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1530 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1531 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1532 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1533 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1534 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1535 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1536 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1537 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1538 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1539 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1540 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1541 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1542 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1543 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1544 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1545 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1546 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1547 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1548 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1549 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1550 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1551 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1552 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1553 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1554 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1555 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1556 PC-060-24 041424 FR 17.9 27.88 13.51 1.70
## 1557 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1558 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1559 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1560 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1561 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1562 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1563 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1564 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1565 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1566 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1567 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1568 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1569 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1570 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1571 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1572 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1573 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1574 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1575 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1576 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1577 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1578 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1579 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1580 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1581 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1582 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1583 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1584 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1585 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1586 PC-061-24 041624 CV 16.2 26.34 14.08 1.25
## 1587 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1588 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1589 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1590 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1591 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1592 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1593 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1594 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1595 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1596 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1597 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1598 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1599 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1600 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1601 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1602 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1603 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1604 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1605 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1606 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1607 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1608 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1609 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1610 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1611 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1612 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1613 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1614 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1615 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1616 PC-062-24 041624 CV 18.1 29.07 14.24 1.20
## 1617 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1618 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1619 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1620 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1621 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1622 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1623 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1624 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1625 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1626 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1627 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1628 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1629 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1630 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1631 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1632 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1633 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1634 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1635 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1636 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1637 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1638 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1639 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1640 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1641 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1642 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1643 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1644 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1645 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1646 PC-063-24 041624 CV 19.3 26.70 13.37 1.25
## 1647 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1648 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1649 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1650 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1651 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1652 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1653 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1654 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1655 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1656 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1657 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1658 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1659 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1660 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1661 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1662 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1663 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1664 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1665 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1666 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1667 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1668 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1669 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1670 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1671 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1672 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1673 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1674 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1675 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1676 PC-064-24 041624 CV 15.9 29.32 13.96 1.35
## 1677 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1678 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1679 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1680 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1681 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1682 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1683 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1684 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1685 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1686 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1687 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1688 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1689 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1690 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1691 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1692 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1693 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1694 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1695 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1696 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1697 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1698 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1699 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1700 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1701 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1702 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1703 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1704 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1705 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1706 PC-066-24 041724 FR 14.3 27.82 14.12 1.65
## 1707 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1708 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1709 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1710 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1711 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1712 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1713 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1714 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1715 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1716 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1717 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1718 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1719 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1720 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1721 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1722 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1723 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1724 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1725 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1726 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1727 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1728 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1729 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1730 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1731 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1732 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1733 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1734 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1735 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1736 PC-067-24 041724 FR 14.6 28.31 14.50 1.40
## 1737 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1738 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1739 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1740 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1741 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1742 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1743 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1744 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1745 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1746 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1747 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1748 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1749 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1750 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1751 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1752 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1753 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1754 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1755 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1756 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1757 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1758 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1759 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1760 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1761 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1762 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1763 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1764 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1765 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1766 PC-068-24 041624 CV 15.8 27.15 13.29 1.00
## 1767 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1768 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1769 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1770 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1771 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1772 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1773 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1774 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1775 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1776 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1777 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1778 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1779 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1780 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1781 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1782 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1783 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1784 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1785 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1786 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1787 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1788 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1789 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1790 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1791 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1792 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1793 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1794 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1795 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1796 PC-069-24 041724 FR 16.4 27.71 14.61 1.60
## 1797 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1798 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1799 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1800 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1801 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1802 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1803 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1804 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1805 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1806 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1807 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1808 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1809 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1810 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1811 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1812 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1813 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1814 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1815 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1816 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1817 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1818 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1819 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1820 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1821 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1822 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1823 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1824 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1825 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1826 PC-070-24 041824 CV 18.3 25.51 13.32 1.10
## 1827 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1828 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1829 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1830 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1831 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1832 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1833 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1834 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1835 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1836 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1837 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1838 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1839 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1840 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1841 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1842 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1843 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1844 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1845 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1846 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1847 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1848 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1849 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1850 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1851 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1852 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1853 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1854 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1855 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1856 PC-071-24 041824 CV 16.1 27.47 14.28 1.40
## 1857 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1858 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1859 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1860 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1861 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1862 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1863 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1864 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1865 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1866 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1867 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1868 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1869 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1870 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1871 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1872 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1873 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1874 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1875 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1876 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1877 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1878 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1879 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1880 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1881 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1882 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1883 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1884 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1885 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## 1886 PC-072-24 041824 CV 19.8 26.84 12.85 1.45
## Log Infection Prevalence condition ICI Call_Period
## 1 0.00000000 Absent 3.100263e-03 0.5491845 0.6763456
## 2 0.00000000 Absent 3.100263e-03 0.5956244 0.7285855
## 3 0.00000000 Absent 3.100263e-03 0.5491845 0.6937456
## 4 0.00000000 Absent 3.100263e-03 1.0368035 1.1697646
## 5 0.00000000 Absent 3.100263e-03 0.5665995 0.7053605
## 6 0.00000000 Absent 3.100263e-03 0.5491845 0.6763456
## 7 0.00000000 Absent 3.100263e-03 0.5607945 0.6937555
## 8 0.00000000 Absent 3.100263e-03 0.6536743 0.7866354
## 9 0.00000000 Absent 3.100263e-03 0.4969396 0.6241007
## 10 0.00000000 Absent 3.100263e-03 0.5317695 0.6589306
## 11 0.00000000 Absent 3.100263e-03 0.5782094 0.7053705
## 12 0.00000000 Absent 3.100263e-03 0.5143546 0.6415156
## 13 0.00000000 Absent 3.100263e-03 0.4679146 0.6008757
## 14 0.00000000 Absent 3.100263e-03 0.5201595 0.6473206
## 15 0.00000000 Absent 3.100263e-03 0.4853296 0.6124907
## 16 0.00000000 Absent 3.100263e-03 0.5143546 0.6357156
## 17 0.00000000 Absent 3.100263e-03 0.5259645 0.6531256
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## 873 0.00000000 Absent -1.671292e-03 0.7711096 0.8845683
## 874 0.00000000 Absent -1.671292e-03 1.2006787 1.3083375
## 875 0.00000000 Absent -1.671292e-03 1.3690234 1.4824822
## 876 0.00000000 Absent -1.671292e-03 0.8639894 0.9658482
## 877 0.00000000 Absent -1.671292e-03 0.7885245 0.8845833
## 878 0.00000000 Absent -1.671292e-03 0.7420846 0.8381434
## 879 0.00000000 Absent -1.671292e-03 0.7420846 0.8555434
## 880 0.00000000 Absent -1.671292e-03 0.7072547 0.8207135
## 881 0.00000000 Absent -1.671292e-03 1.6128329 1.7378917
## 882 0.00000000 Absent -1.671292e-03 0.6201799 0.7336386
## 883 0.00000000 Absent -1.671292e-03 0.6085699 0.7278287
## 884 0.00000000 Absent -1.671292e-03 0.6433998 0.7510586
## 885 0.00000000 Absent -1.671292e-03 0.7420846 0.8555434
## 886 0.00000000 Absent -1.671292e-03 0.5563250 0.6813838
## 887 0.00000000 Absent -1.671292e-03 0.7711096 0.8845683
## 888 0.00000000 Absent -1.671292e-03 0.5853499 0.6988087
## 889 0.00000000 Absent -1.671292e-03 0.5505200 0.6581788
## 890 0.00000000 Absent -1.671292e-03 0.6259848 0.7394436
## 891 0.00000000 Absent -1.671292e-03 0.5563250 0.6755838
## 892 0.00000000 Absent -1.671292e-03 0.6608148 0.7800736
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## 923 2.07042616 Present -1.557811e-03 1.4205051 1.4912510
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## 926 2.07042616 Present -1.557811e-03 0.6832716 0.7424174
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## 930 1.45809975 Present 4.161782e-03 1.5716256 1.6776997
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## 933 1.45809975 Present 4.161782e-03 0.5789726 0.6676466
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## 945 1.45809975 Present 4.161782e-03 0.6312175 0.7082915
## 946 1.45809975 Present 4.161782e-03 0.9679068 1.0449809
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## 949 1.45809975 Present 4.161782e-03 0.7589272 0.8360013
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## 954 1.45809975 Present 4.161782e-03 1.6470905 1.7299645
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## 999 1.88336533 Present 3.606332e-04 0.7206911 0.8494797
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## 1107 0.00000000 Absent -2.587161e-03 0.9886745 1.1027043
## 1108 0.00000000 Absent -2.587161e-03 0.8319399 0.9459696
## 1109 0.00000000 Absent -2.587161e-03 0.8087199 0.9227496
## 1110 0.00000000 Absent -2.587161e-03 0.7622800 0.8821097
## 1111 0.00000000 Absent -2.587161e-03 0.9364296 1.0562594
## 1112 0.00000000 Absent -2.587161e-03 0.8957947 1.0098245
## 1113 0.00000000 Absent -2.587161e-03 1.1337993 1.2420290
## 1114 0.00000000 Absent -2.587161e-03 0.8899897 1.0098195
## 1115 0.00000000 Absent -2.587161e-03 1.0002845 1.1143143
## 1116 0.00000000 Absent -2.587161e-03 0.7274501 0.8472798
## 1117 0.00000000 Absent -2.587161e-03 0.8551598 0.9749895
## 1118 0.00000000 Absent -2.587161e-03 0.6461802 0.7660100
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## 1120 0.00000000 Absent -2.587161e-03 0.7216451 0.8356748
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## 1123 0.00000000 Absent -2.587161e-03 0.7448650 0.8588948
## 1124 0.00000000 Absent -2.587161e-03 0.9132097 1.0330394
## 1125 0.00000000 Absent -2.587161e-03 0.7971099 0.9169397
## 1126 0.00000000 Absent -2.587161e-03 1.0060895 1.1259193
## 1127 0.00000000 Absent -2.587161e-03 0.7100351 0.8240648
## 1128 0.00000000 Absent -2.587161e-03 0.7971099 0.9111397
## 1129 0.00000000 Absent -2.587161e-03 0.8899897 1.0040195
## 1130 0.00000000 Absent -2.587161e-03 0.8319399 0.9459696
## 1131 0.00000000 Absent -2.587161e-03 0.8899897 1.0040195
## 1132 0.00000000 Absent -2.587161e-03 4.3033231 4.4173528
## 1133 0.00000000 Absent -2.587161e-03 1.2208741 1.3291038
## 1134 0.00000000 Absent -2.587161e-03 0.9364296 1.0504594
## 1135 0.00000000 Absent -2.587161e-03 1.2208741 1.3291038
## 1136 0.00000000 Absent -2.587161e-03 1.0873594 1.2013891
## 1137 2.39347868 Present -2.414906e-03 0.5684259 0.6761167
## 1138 2.39347868 Present -2.414906e-03 0.6322808 0.7457716
## 1139 2.39347868 Present -2.414906e-03 0.6438908 0.7573816
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## 1144 2.39347868 Present -2.414906e-03 0.6090608 0.7225517
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## 1166 2.39347868 Present -2.414906e-03 0.5626209 0.6761118
## 1167 0.00000000 Absent 8.286168e-04 0.7390600 0.8820898
## 1168 0.00000000 Absent 8.286168e-04 0.7913049 0.9285347
## 1169 0.00000000 Absent 8.286168e-04 0.8029149 0.9459447
## 1170 0.00000000 Absent 8.286168e-04 0.8725748 1.0098045
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## 1173 0.00000000 Absent 8.286168e-04 0.7564750 0.8937047
## 1174 0.00000000 Absent 8.286168e-04 0.8203299 0.9575596
## 1175 0.00000000 Absent 8.286168e-04 0.6694002 0.8066299
## 1176 0.00000000 Absent 8.286168e-04 0.7216451 0.8646748
## 1177 0.00000000 Absent 8.286168e-04 0.7216451 0.8646748
## 1178 0.00000000 Absent 8.286168e-04 0.6810101 0.8240399
## 1179 0.00000000 Absent 8.286168e-04 0.8783798 1.0272095
## 1180 0.00000000 Absent 8.286168e-04 0.8841847 1.0272145
## 1181 0.00000000 Absent 8.286168e-04 0.8145249 0.9517546
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## 1183 0.00000000 Absent 8.286168e-04 0.8029149 0.9459447
## 1184 0.00000000 Absent 8.286168e-04 1.1744342 1.3116639
## 1185 0.00000000 Absent 8.286168e-04 0.8435498 0.9749796
## 1186 0.00000000 Absent 8.286168e-04 0.8725748 1.0098045
## 1187 0.00000000 Absent 8.286168e-04 1.0641394 1.2013691
## 1188 0.00000000 Absent 8.286168e-04 0.7622800 0.8995097
## 1189 0.00000000 Absent 8.286168e-04 0.8725748 1.0098045
## 1190 0.00000000 Absent 8.286168e-04 1.0525294 1.1955592
## 1191 0.00000000 Absent 8.286168e-04 0.8203299 0.9633596
## 1192 0.00000000 Absent 8.286168e-04 0.8551598 1.0039895
## 1193 0.00000000 Absent 8.286168e-04 1.0873594 1.2303891
## 1194 0.00000000 Absent 8.286168e-04 0.8087199 0.9459496
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## 1198 1.25485442 Present 5.901674e-04 0.8230009 0.9212260
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## 1219 1.25485442 Present 5.901674e-04 0.9332957 1.0315208
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## 1221 1.25485442 Present 5.901674e-04 0.9855406 1.0837657
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## 1256 0.51241875 Present 3.960443e-03 0.6096332 0.7131088
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## 1288 1.64643029 Present 1.528267e-03 0.6090608 0.7283517
## 1289 1.64643029 Present 1.528267e-03 0.6090608 0.7283517
## 1290 1.64643029 Present 1.528267e-03 0.6787207 0.7864115
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## 1318 2.93708077 Present 3.374623e-03 0.7435295 0.8828616
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## 1346 2.93708077 Present 3.374623e-03 0.6506497 0.7899817
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## 1349 0.00000000 Absent 8.588194e-04 0.8471748 0.9712411
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## 1352 0.00000000 Absent 8.588194e-04 0.8297598 0.9770262
## 1353 0.00000000 Absent 8.588194e-04 1.2012791 1.3427455
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## 1356 0.00000000 Absent 8.588194e-04 1.2128891 1.3485554
## 1357 0.00000000 Absent 8.588194e-04 0.9110296 1.0466960
## 1358 0.00000000 Absent 8.588194e-04 1.0329344 1.1512008
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## 1384 0.00000000 Absent 9.712501e-04 0.7521963 0.8472520
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## 1386 0.00000000 Absent 9.712501e-04 0.7173664 0.8124221
## 1387 0.00000000 Absent 9.712501e-04 0.6128766 0.7079323
## 1388 0.00000000 Absent 9.712501e-04 0.6535115 0.7485672
## 1389 0.00000000 Absent 9.712501e-04 0.7580013 0.8472570
## 1390 0.00000000 Absent 9.712501e-04 0.7231714 0.8182271
## 1391 0.00000000 Absent 9.712501e-04 0.7405863 0.8356420
## 1392 0.00000000 Absent 9.712501e-04 0.7521963 0.8472520
## 1393 0.00000000 Absent 9.712501e-04 0.7521963 0.8472520
## 1394 0.00000000 Absent 9.712501e-04 0.6012666 0.6963223
## 1395 0.00000000 Absent 9.712501e-04 0.6999514 0.7892071
## 1396 0.00000000 Absent 9.712501e-04 0.7638063 0.8588620
## 1397 0.00000000 Absent 9.712501e-04 0.7231714 0.8124271
## 1398 0.00000000 Absent 9.712501e-04 0.6883414 0.7775971
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## 1400 0.00000000 Absent 9.712501e-04 0.6477065 0.7369622
## 1401 0.00000000 Absent 9.712501e-04 0.7347813 0.8356370
## 1402 0.00000000 Absent 9.712501e-04 0.6244866 0.7253422
## 1403 0.00000000 Absent 9.712501e-04 0.6360965 0.7311522
## 1404 0.00000000 Absent 9.712501e-04 0.6186816 0.7195373
## 1405 0.00000000 Absent 9.712501e-04 0.6360965 0.7311522
## 1406 0.00000000 Absent 9.712501e-04 0.6419015 0.7485572
## 1407 0.00000000 Absent 1.259612e-04 0.7120243 0.8096892
## 1408 0.00000000 Absent 1.259612e-04 0.5901196 0.6819845
## 1409 0.00000000 Absent 1.259612e-04 0.6017296 0.6935944
## 1410 0.00000000 Absent 1.259612e-04 0.5843146 0.6819795
## 1411 0.00000000 Absent 1.259612e-04 0.6829994 0.7748643
## 1412 0.00000000 Absent 1.259612e-04 0.5901196 0.6877845
## 1413 0.00000000 Absent 1.259612e-04 0.6307545 0.7226194
## 1414 0.00000000 Absent 1.259612e-04 0.5436797 0.6413445
## 1415 0.00000000 Absent 1.259612e-04 0.5959246 0.6935894
## 1416 0.00000000 Absent 1.259612e-04 0.6017296 0.6935944
## 1417 0.00000000 Absent 1.259612e-04 0.6249495 0.7226144
## 1418 0.00000000 Absent 1.259612e-04 0.6249495 0.7226144
## 1419 0.00000000 Absent 1.259612e-04 0.5727046 0.6703695
## 1420 0.00000000 Absent 1.259612e-04 0.5843146 0.6819795
## 1421 0.00000000 Absent 1.259612e-04 0.6946094 0.7864743
## 1422 0.00000000 Absent 1.259612e-04 0.6423645 0.7400294
## 1423 0.00000000 Absent 1.259612e-04 0.5436797 0.6413445
## 1424 0.00000000 Absent 1.259612e-04 0.6771944 0.7690593
## 1425 0.00000000 Absent 1.259612e-04 0.6075346 0.7051994
## 1426 0.00000000 Absent 1.259612e-04 0.6075346 0.6993994
## 1427 0.00000000 Absent 1.259612e-04 0.7004144 0.7922792
## 1428 0.00000000 Absent 1.259612e-04 0.6655844 0.7574493
## 1429 0.00000000 Absent 1.259612e-04 0.5436797 0.6355445
## 1430 0.00000000 Absent 1.259612e-04 0.5843146 0.6819795
## 1431 0.00000000 Absent 1.259612e-04 0.5610946 0.6529595
## 1432 0.00000000 Absent 1.259612e-04 0.6133395 0.7052044
## 1433 0.00000000 Absent 1.259612e-04 0.6481695 0.7458343
## 1434 0.00000000 Absent 1.259612e-04 0.6481695 0.7400343
## 1435 0.00000000 Absent 1.259612e-04 0.6365595 0.7284244
## 1436 0.00000000 Absent 1.259612e-04 0.5785096 0.6703745
## 1437 0.34093049 Present -2.981250e-03 0.8295690 0.9299071
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## 1459 0.34093049 Present -2.981250e-03 1.3287980 1.4291362
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## 1485 0.58269820 Present -9.904160e-04 0.7738900 0.9169197
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## 1487 0.58269820 Present -9.904160e-04 0.7042301 0.8066598
## 1488 0.58269820 Present -9.904160e-04 0.8319398 0.9401696
## 1489 0.58269820 Present -9.904160e-04 1.0989693 1.2245991
## 1490 0.58269820 Present -9.904160e-04 0.7913049 0.9169347
## 1491 0.58269820 Present -9.904160e-04 0.7738900 0.9053197
## 1492 0.58269820 Present -9.904160e-04 2.1090374 2.2462671
## 1493 0.58269820 Present -9.904160e-04 0.7680850 0.8937147
## 1494 0.58269820 Present -9.904160e-04 0.8435498 0.9749796
## 1495 0.58269820 Present -9.904160e-04 0.7100351 0.8414648
## 1496 0.58269820 Present -9.904160e-04 0.7564750 0.8879047
## 1497 0.00000000 Absent -3.098693e-04 0.6895675 0.8067454
## 1498 0.00000000 Absent -3.098693e-04 0.6837625 0.8009404
## 1499 0.00000000 Absent -3.098693e-04 0.7243975 0.8415753
## 1500 0.00000000 Absent -3.098693e-04 0.6431276 0.7487055
## 1501 0.00000000 Absent -3.098693e-04 0.7069825 0.8241604
## 1502 0.00000000 Absent -3.098693e-04 0.6489326 0.7603105
## 1503 0.00000000 Absent -3.098693e-04 0.7418124 0.8589903
## 1504 0.00000000 Absent -3.098693e-04 0.7940573 0.9054352
## 1505 0.00000000 Absent -3.098693e-04 0.8811322 0.9983100
## 1506 0.00000000 Absent -3.098693e-04 8.3405426 8.4519204
## 1507 0.00000000 Absent -3.098693e-04 3.0521979 3.1345758
## 1508 0.00000000 Absent -3.098693e-04 1.1829916 1.2653694
## 1509 0.00000000 Absent -3.098693e-04 0.9043521 0.9925300
## 1510 0.00000000 Absent -3.098693e-04 0.8114723 0.8996501
## 1511 0.00000000 Absent -3.098693e-04 0.7940573 0.8938352
## 1512 0.00000000 Absent -3.098693e-04 0.7069825 0.8067604
## 1513 0.00000000 Absent -3.098693e-04 0.7127875 0.8183653
## 1514 0.00000000 Absent -3.098693e-04 0.6953725 0.8009504
## 1515 0.00000000 Absent -3.098693e-04 0.6431276 0.7487055
## 1516 0.00000000 Absent -3.098693e-04 0.7243975 0.8357753
## 1517 0.00000000 Absent -3.098693e-04 0.7243975 0.8299753
## 1518 0.00000000 Absent -3.098693e-04 0.7069825 0.8067604
## 1519 0.00000000 Absent -3.098693e-04 0.7650324 0.8648102
## 1520 0.00000000 Absent -3.098693e-04 0.7766424 0.8764202
## 1521 0.00000000 Absent -3.098693e-04 0.6953725 0.7893504
## 1522 0.00000000 Absent -3.098693e-04 0.6779576 0.7777354
## 1523 0.00000000 Absent -3.098693e-04 0.6953725 0.7893504
## 1524 0.00000000 Absent -3.098693e-04 0.7708374 0.8648152
## 1525 0.00000000 Absent -3.098693e-04 0.7243975 0.8125753
## 1526 0.00000000 Absent -3.098693e-04 0.7011775 0.7893554
## 1527 0.00000000 Absent 1.575374e-03 0.8375541 0.9742556
## 1528 0.00000000 Absent 1.575374e-03 0.7969191 0.9394206
## 1529 0.00000000 Absent 1.575374e-03 0.8027241 0.9394256
## 1530 0.00000000 Absent 1.575374e-03 0.7911141 0.9336156
## 1531 0.00000000 Absent 1.575374e-03 0.8201391 0.9568406
## 1532 0.00000000 Absent 1.575374e-03 0.9536538 1.0845553
## 1533 0.00000000 Absent 1.575374e-03 0.8201391 0.9568406
## 1534 0.00000000 Absent 1.575374e-03 0.8491640 0.9858655
## 1535 0.00000000 Absent 1.575374e-03 0.8491640 0.9742655
## 1536 0.00000000 Absent 1.575374e-03 0.7446742 0.8697757
## 1537 0.00000000 Absent 1.575374e-03 0.9652638 1.0961653
## 1538 0.00000000 Absent 1.575374e-03 0.8607740 0.9858755
## 1539 0.00000000 Absent 1.575374e-03 0.7853092 0.9046107
## 1540 0.00000000 Absent 1.575374e-03 0.9072139 1.0323154
## 1541 0.00000000 Absent 1.575374e-03 0.8781890 0.9916905
## 1542 0.00000000 Absent 1.575374e-03 0.7911141 0.9104156
## 1543 0.00000000 Absent 1.575374e-03 0.8491640 0.9684655
## 1544 0.00000000 Absent 1.575374e-03 0.7678942 0.8929957
## 1545 0.00000000 Absent 1.575374e-03 0.8781890 0.9974905
## 1546 0.00000000 Absent 1.575374e-03 0.8665790 0.9858805
## 1547 0.00000000 Absent 1.575374e-03 1.1219985 1.2413000
## 1548 0.00000000 Absent 1.575374e-03 0.8375541 0.9568556
## 1549 0.00000000 Absent 1.575374e-03 0.8317491 0.9510506
## 1550 0.00000000 Absent 1.575374e-03 0.7795042 0.8988057
## 1551 0.00000000 Absent 1.575374e-03 0.8491640 0.9626655
## 1552 0.00000000 Absent 1.575374e-03 0.8143341 0.9220356
## 1553 0.00000000 Absent 1.575374e-03 0.8607740 0.9742755
## 1554 0.00000000 Absent 1.575374e-03 0.7969191 0.9162206
## 1555 0.00000000 Absent 1.575374e-03 0.8956039 1.0091054
## 1556 0.00000000 Absent 1.575374e-03 0.8143341 0.9278356
## 1557 2.93262341 Present -1.982725e-03 0.5963061 0.6950275
## 1558 2.93262341 Present -1.982725e-03 0.6717710 0.7762924
## 1559 2.93262341 Present -1.982725e-03 0.7298209 0.8343422
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## 1562 2.93262341 Present -1.982725e-03 0.8575306 0.9562520
## 1563 2.93262341 Present -1.982725e-03 0.9910454 1.0839667
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## 1565 2.93262341 Present -1.982725e-03 0.8110907 0.8924121
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## 1568 2.93262341 Present -1.982725e-03 0.5672812 0.6428026
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## 1571 2.93262341 Present -1.982725e-03 0.6195261 0.6950475
## 1572 2.93262341 Present -1.982725e-03 0.9446055 1.0201268
## 1573 2.93262341 Present -1.982725e-03 0.6601610 0.7472824
## 1574 2.93262341 Present -1.982725e-03 0.6137211 0.7008425
## 1575 2.93262341 Present -1.982725e-03 1.0781202 1.1652416
## 1576 2.93262341 Present -1.982725e-03 0.6427461 0.7414674
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## 1578 2.93262341 Present -1.982725e-03 0.8110907 0.8924121
## 1579 2.93262341 Present -1.982725e-03 1.9895034 2.0766248
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## 1584 2.93262341 Present -1.982725e-03 0.7472359 0.8343572
## 1585 2.93262341 Present -1.982725e-03 0.6891860 0.7705073
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## 1588 0.40560536 Present -3.524253e-03 0.6057361 0.7028941
## 1589 0.40560536 Present -3.524253e-03 0.6637860 0.7551440
## 1590 0.40560536 Present -3.524253e-03 0.6521760 0.7435340
## 1591 0.40560536 Present -3.524253e-03 0.6637860 0.7609440
## 1592 0.40560536 Present -3.524253e-03 4.2628789 4.3600369
## 1593 0.40560536 Present -3.524253e-03 0.9308154 1.0104734
## 1594 0.40560536 Present -3.524253e-03 0.6928109 0.7724689
## 1595 0.40560536 Present -3.524253e-03 0.6347610 0.7203190
## 1596 0.40560536 Present -3.524253e-03 0.9192055 1.0047635
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## 1598 0.40560536 Present -3.524253e-03 0.5534912 0.6506492
## 1599 0.40560536 Present -3.524253e-03 0.6231510 0.7145090
## 1600 0.40560536 Present -3.524253e-03 0.6695910 0.7609489
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## 1603 0.40560536 Present -3.524253e-03 0.9830603 1.0802183
## 1604 0.40560536 Present -3.524253e-03 0.7682758 0.8654337
## 1605 0.40560536 Present -3.524253e-03 0.6173461 0.7087040
## 1606 0.40560536 Present -3.524253e-03 0.6986159 0.7957739
## 1607 0.40560536 Present -3.524253e-03 0.7276408 0.8189988
## 1608 0.40560536 Present -3.524253e-03 0.7914957 0.8828537
## 1609 0.40560536 Present -3.524253e-03 0.7740808 0.8654387
## 1610 0.40560536 Present -3.524253e-03 1.1456000 1.2311580
## 1611 0.40560536 Present -3.524253e-03 0.6753959 0.7725539
## 1612 0.40560536 Present -3.524253e-03 0.6812009 0.7783589
## 1613 0.40560536 Present -3.524253e-03 0.7276408 0.8189988
## 1614 0.40560536 Present -3.524253e-03 0.8379356 0.9292936
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## 1618 2.54974682 Present -2.132143e-03 0.8228101 0.9263070
## 1619 2.54974682 Present -2.132143e-03 0.8228101 0.9205070
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## 1622 2.54974682 Present -2.132143e-03 0.7589552 0.8566521
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## 1625 2.54974682 Present -2.132143e-03 0.7763702 0.8914671
## 1626 2.54974682 Present -2.132143e-03 0.7937852 0.9030821
## 1627 2.54974682 Present -2.132143e-03 0.7995901 0.9088871
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## 1630 2.54974682 Present -2.132143e-03 0.7589552 0.8624521
## 1631 2.54974682 Present -2.132143e-03 0.8518350 0.9495320
## 1632 2.54974682 Present -2.132143e-03 0.8634450 0.9669419
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## 1634 2.54974682 Present -2.132143e-03 0.7995901 0.8972871
## 1635 2.54974682 Present -2.132143e-03 0.8228101 0.9205070
## 1636 2.54974682 Present -2.132143e-03 0.8112001 0.9088970
## 1637 2.54974682 Present -2.132143e-03 0.7995901 0.8972871
## 1638 2.54974682 Present -2.132143e-03 0.6776854 0.7811823
## 1639 2.54974682 Present -2.132143e-03 0.8866650 0.9901619
## 1640 2.54974682 Present -2.132143e-03 0.7531502 0.8566471
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## 1644 2.54974682 Present -2.132143e-03 0.8053951 0.9088920
## 1645 2.54974682 Present -2.132143e-03 0.7531502 0.8566471
## 1646 2.54974682 Present -2.132143e-03 0.8576400 0.9553369
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## 1648 2.27634805 Present -2.154341e-03 0.7524685 0.8438051
## 1649 2.27634805 Present -2.154341e-03 0.5609039 0.6522405
## 1650 2.27634805 Present -2.154341e-03 0.9382281 1.0295647
## 1651 2.27634805 Present -2.154341e-03 0.9324231 1.0237598
## 1652 2.27634805 Present -2.154341e-03 0.5841238 0.6696604
## 1653 2.27634805 Present -2.154341e-03 1.0775478 1.1572845
## 1654 2.27634805 Present -2.154341e-03 0.6421737 0.7219103
## 1655 2.27634805 Present -2.154341e-03 7.1089311 7.1944677
## 1656 2.27634805 Present -2.154341e-03 0.5086590 0.5825956
## 1657 2.27634805 Present -2.154341e-03 0.6537837 0.7277203
## 1658 2.27634805 Present -2.154341e-03 0.6770036 0.7567403
## 1659 2.27634805 Present -2.154341e-03 0.6944186 0.7915552
## 1660 2.27634805 Present -2.154341e-03 0.5957338 0.7044704
## 1661 2.27634805 Present -2.154341e-03 0.7292485 0.8263852
## 1662 2.27634805 Present -2.154341e-03 0.8975932 0.9947298
## 1663 2.27634805 Present -2.154341e-03 0.7931034 0.8728400
## 1664 2.27634805 Present -2.154341e-03 0.5086590 0.5883956
## 1665 2.27634805 Present -2.154341e-03 0.7466635 0.8322001
## 1666 2.27634805 Present -2.154341e-03 0.5202689 0.6000056
## 1667 2.27634805 Present -2.154341e-03 0.5957338 0.6812704
## 1668 2.27634805 Present -2.154341e-03 0.5841238 0.6754604
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## 1671 2.27634805 Present -2.154341e-03 0.6479787 0.7335153
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## 1674 2.27634805 Present -2.154341e-03 0.6479787 0.7277153
## 1675 2.27634805 Present -2.154341e-03 0.5492939 0.6348305
## 1676 2.27634805 Present -2.154341e-03 0.7060286 0.7857652
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## 1678 0.33187169 Present 1.182166e-03 0.6623411 0.8090258
## 1679 0.33187169 Present 1.182166e-03 0.8132708 0.9541555
## 1680 0.33187169 Present 1.182166e-03 1.1557651 1.2908498
## 1681 0.33187169 Present 1.182166e-03 0.8771256 1.0122104
## 1682 0.33187169 Present 1.182166e-03 0.9061506 1.0470353
## 1683 0.33187169 Present 1.182166e-03 1.1151302 1.2502149
## 1684 0.33187169 Present 1.182166e-03 0.8364907 0.9715755
## 1685 0.33187169 Present 1.182166e-03 1.2602549 1.3895396
## 1686 0.33187169 Present 1.182166e-03 0.7842458 0.9019306
## 1687 0.33187169 Present 1.182166e-03 0.6971710 0.8206557
## 1688 0.33187169 Present 1.182166e-03 1.1093252 1.2386099
## 1689 0.33187169 Present 1.182166e-03 0.8422957 0.9715804
## 1690 0.33187169 Present 1.182166e-03 0.7378059 0.8728907
## 1691 0.33187169 Present 1.182166e-03 0.7494159 0.8787006
## 1692 0.33187169 Present 1.182166e-03 0.8016608 0.9251455
## 1693 0.33187169 Present 1.182166e-03 0.9351755 1.0644603
## 1694 0.33187169 Present 1.182166e-03 0.7610259 0.8903106
## 1695 0.33187169 Present 1.182166e-03 0.9235656 1.0528503
## 1696 0.33187169 Present 1.182166e-03 0.7784408 0.9077256
## 1697 0.33187169 Present 1.182166e-03 1.0106404 1.1341251
## 1698 0.33187169 Present 1.182166e-03 4.0930894 4.2223741
## 1699 0.33187169 Present 1.182166e-03 0.8481007 0.9773854
## 1700 0.33187169 Present 1.182166e-03 0.8945406 1.0238253
## 1701 0.33187169 Present 1.182166e-03 0.8945406 1.0296253
## 1702 0.33187169 Present 1.182166e-03 0.9409805 1.0644653
## 1703 0.33187169 Present 1.182166e-03 1.5330894 1.6623741
## 1704 0.33187169 Present 1.182166e-03 0.8074658 0.9309505
## 1705 0.33187169 Present 1.182166e-03 0.8422957 0.9715804
## 1706 0.33187169 Present 1.182166e-03 0.8016608 0.9309455
## 1707 0.73994320 Present -1.288964e-03 0.4771538 0.5616233
## 1708 0.73994320 Present -1.288964e-03 0.5584236 0.6428931
## 1709 0.73994320 Present -1.288964e-03 0.4887638 0.5674332
## 1710 0.73994320 Present -1.288964e-03 0.5584236 0.6428931
## 1711 0.73994320 Present -1.288964e-03 0.4945688 0.5732382
## 1712 0.73994320 Present -1.288964e-03 0.4539338 0.5326033
## 1713 0.73994320 Present -1.288964e-03 0.4887638 0.5732332
## 1714 0.73994320 Present -1.288964e-03 0.4945688 0.5732382
## 1715 0.73994320 Present -1.288964e-03 0.4829588 0.5616282
## 1716 0.73994320 Present -1.288964e-03 0.4423239 0.5267933
## 1717 0.73994320 Present -1.288964e-03 0.4655438 0.5442133
## 1718 0.73994320 Present -1.288964e-03 0.5293987 0.6080681
## 1719 0.73994320 Present -1.288964e-03 0.5932536 0.6719230
## 1720 0.73994320 Present -1.288964e-03 0.4655438 0.5442133
## 1721 0.73994320 Present -1.288964e-03 0.4887638 0.5674332
## 1722 0.73994320 Present -1.288964e-03 0.4481288 0.5267983
## 1723 0.73994320 Present -1.288964e-03 0.5119837 0.5906532
## 1724 0.73994320 Present -1.288964e-03 0.7035483 0.7880178
## 1725 0.73994320 Present -1.288964e-03 0.5700336 0.6487031
## 1726 0.73994320 Present -1.288964e-03 0.6803284 0.7647979
## 1727 0.73994320 Present -1.288964e-03 0.6396935 0.7183629
## 1728 0.73994320 Present -1.288964e-03 0.5642286 0.6486981
## 1729 0.73994320 Present -1.288964e-03 0.5119837 0.5906532
## 1730 0.73994320 Present -1.288964e-03 0.5177887 0.6022582
## 1731 0.73994320 Present -1.288964e-03 0.5642286 0.6428981
## 1732 0.73994320 Present -1.288964e-03 0.5932536 0.6719230
## 1733 0.73994320 Present -1.288964e-03 0.6513034 0.7299729
## 1734 0.73994320 Present -1.288964e-03 0.7093533 0.7880228
## 1735 0.73994320 Present -1.288964e-03 0.6338885 0.7183579
## 1736 0.73994320 Present -1.288964e-03 0.5352037 0.6138731
## 1737 1.25317657 Present -5.157445e-03 1.2398967 1.3133051
## 1738 1.25317657 Present -5.157445e-03 0.6419829 0.7153913
## 1739 1.25317657 Present -5.157445e-03 1.6694659 1.7428743
## 1740 1.25317657 Present -5.157445e-03 14.6610305 14.7402389
## 1741 1.25317657 Present -5.157445e-03 1.0251122 1.0926205
## 1742 1.25317657 Present -5.157445e-03 1.0309172 1.1043255
## 1743 1.25317657 Present -5.157445e-03 0.9786723 1.0461806
## 1744 1.25317657 Present -5.157445e-03 0.7464727 0.8198811
## 1745 1.25317657 Present -5.157445e-03 0.8451575 0.9185659
## 1746 1.25317657 Present -5.157445e-03 1.8087856 1.8821940
## 1747 1.25317657 Present -5.157445e-03 0.9902822 1.0636906
## 1748 1.25317657 Present -5.157445e-03 0.6477879 0.7269963
## 1749 1.25317657 Present -5.157445e-03 3.2077879 3.2869963
## 1750 1.25317657 Present -5.157445e-03 1.3385815 1.4060899
## 1751 1.25317657 Present -5.157445e-03 1.9016654 1.9750738
## 1752 1.25317657 Present -5.157445e-03 11.0561326 11.1295410
## 1753 1.25317657 Present -5.157445e-03 8.8792618 8.9409702
## 1754 1.25317657 Present -5.157445e-03 0.9728673 1.0345756
## 1755 1.25317657 Present -5.157445e-03 0.8974024 0.9649108
## 1756 1.25317657 Present -5.157445e-03 0.7058378 0.7733462
## 1757 1.25317657 Present -5.157445e-03 0.9032074 0.9766158
## 1758 1.25317657 Present -5.157445e-03 0.5839330 0.6573414
## 1759 1.25317657 Present -5.157445e-03 20.5472890 20.6206974
## 1760 1.25317657 Present -5.157445e-03 0.9786723 1.0461806
## 1761 1.25317657 Present -5.157445e-03 9.1346813 9.2021897
## 1762 1.25317657 Present -5.157445e-03 2.0700101 2.1317185
## 1763 1.25317657 Present -5.157445e-03 8.9489217 9.0164301
## 1764 1.25317657 Present -5.157445e-03 1.7449308 1.8124391
## 1765 1.25317657 Present -5.157445e-03 2.0816201 2.1491285
## 1766 1.25317657 Present -5.157445e-03 1.4198514 1.4873598
## 1767 2.15084881 Present 8.035479e-04 4.2828555 4.3826334
## 1768 2.15084881 Present 8.035479e-04 0.8521072 0.9460851
## 1769 2.15084881 Present 8.035479e-04 0.7592274 0.8474052
## 1770 2.15084881 Present 8.035479e-04 1.1365517 1.2247295
## 1771 2.15084881 Present 8.035479e-04 1.7576855 1.8458633
## 1772 2.15084881 Present 8.035479e-04 1.2062115 1.3001894
## 1773 2.15084881 Present 8.035479e-04 0.7243975 0.8183753
## 1774 2.15084881 Present 8.035479e-04 3.9345562 4.0285340
## 1775 2.15084881 Present 8.035479e-04 4.3118805 4.4000583
## 1776 2.15084881 Present 8.035479e-04 1.1423567 1.2305345
## 1777 2.15084881 Present 8.035479e-04 0.7592274 0.8474052
## 1778 2.15084881 Present 8.035479e-04 0.8521072 0.9402851
## 1779 2.15084881 Present 8.035479e-04 1.2178215 1.3059994
## 1780 2.15084881 Present 8.035479e-04 4.1435358 4.2317136
## 1781 2.15084881 Present 8.035479e-04 0.8811322 0.9635100
## 1782 2.15084881 Present 8.035479e-04 0.9682070 1.0563848
## 1783 2.15084881 Present 8.035479e-04 0.8637172 0.9518950
## 1784 2.15084881 Present 8.035479e-04 1.5080709 1.5962488
## 1785 2.15084881 Present 8.035479e-04 1.1075267 1.1957046
## 1786 2.15084881 Present 8.035479e-04 0.7766424 0.8648202
## 1787 2.15084881 Present 8.035479e-04 0.8463022 0.9344801
## 1788 2.15084881 Present 8.035479e-04 0.6779576 0.7719354
## 1789 2.15084881 Present 8.035479e-04 0.6257127 0.7196905
## 1790 2.15084881 Present 8.035479e-04 1.4558260 1.5498039
## 1791 2.15084881 Present 8.035479e-04 0.9449870 1.0389649
## 1792 2.15084881 Present 8.035479e-04 0.6895675 0.7777454
## 1793 2.15084881 Present 8.035479e-04 0.6315177 0.7254955
## 1794 2.15084881 Present 8.035479e-04 0.6315177 0.7254955
## 1795 2.15084881 Present 8.035479e-04 0.7534224 0.8474003
## 1796 2.15084881 Present 8.035479e-04 0.5038079 0.6093857
## 1797 2.02265433 Present -3.383717e-03 0.7222174 0.8436319
## 1798 2.02265433 Present -3.383717e-03 0.7512424 0.8726568
## 1799 2.02265433 Present -3.383717e-03 0.6931925 0.8146070
## 1800 2.02265433 Present -3.383717e-03 0.7454374 0.8668519
## 1801 2.02265433 Present -3.383717e-03 0.6989975 0.8146119
## 1802 2.02265433 Present -3.383717e-03 0.8209022 0.9365167
## 1803 2.02265433 Present -3.383717e-03 0.7512424 0.8668568
## 1804 2.02265433 Present -3.383717e-03 0.9370020 1.0526165
## 1805 2.02265433 Present -3.383717e-03 0.9311970 1.0468115
## 1806 2.02265433 Present -3.383717e-03 0.7628523 0.8784668
## 1807 2.02265433 Present -3.383717e-03 0.8789521 0.9887666
## 1808 2.02265433 Present -3.383717e-03 1.1633966 1.2848110
## 1809 2.02265433 Present -3.383717e-03 0.8267072 0.9249217
## 1810 2.02265433 Present -3.383717e-03 1.5581358 1.6621503
## 1811 2.02265433 Present -3.383717e-03 1.2272514 1.3312659
## 1812 2.02265433 Present -3.383717e-03 0.7744623 0.8784768
## 1813 2.02265433 Present -3.383717e-03 0.7454374 0.8668519
## 1814 2.02265433 Present -3.383717e-03 0.7454374 0.8668519
## 1815 2.02265433 Present -3.383717e-03 0.7570474 0.8726618
## 1816 2.02265433 Present -3.383717e-03 0.7570474 0.8784618
## 1817 2.02265433 Present -3.383717e-03 0.7512424 0.8668568
## 1818 2.02265433 Present -3.383717e-03 0.7512424 0.8726568
## 1819 2.02265433 Present -3.383717e-03 0.7686573 0.8842718
## 1820 2.02265433 Present -3.383717e-03 0.7338274 0.8494419
## 1821 2.02265433 Present -3.383717e-03 0.9253920 1.0410065
## 1822 2.02265433 Present -3.383717e-03 0.6757775 0.7913920
## 1823 2.02265433 Present -3.383717e-03 0.6873875 0.8030020
## 1824 2.02265433 Present -3.383717e-03 0.7280224 0.8494369
## 1825 2.02265433 Present -3.383717e-03 0.8092923 0.9307067
## 1826 2.02265433 Present -3.383717e-03 0.8673421 0.9887566
## 1827 0.00000000 Absent -9.288804e-04 0.5612854 0.6478785
## 1828 0.00000000 Absent -9.288804e-04 0.6889952 0.7697883
## 1829 0.00000000 Absent -9.288804e-04 0.7122151 0.7872082
## 1830 0.00000000 Absent -9.288804e-04 0.6367503 0.7175434
## 1831 0.00000000 Absent -9.288804e-04 0.5903104 0.6711035
## 1832 0.00000000 Absent -9.288804e-04 0.7644600 0.8452531
## 1833 0.00000000 Absent -9.288804e-04 0.9444147 1.0252078
## 1834 0.00000000 Absent -9.288804e-04 0.7006052 0.7755983
## 1835 0.00000000 Absent -9.288804e-04 0.8805598 0.9613529
## 1836 0.00000000 Absent -9.288804e-04 0.8631448 0.9439380
## 1837 0.00000000 Absent -9.288804e-04 0.8573398 0.9381330
## 1838 0.00000000 Absent -9.288804e-04 0.5728954 0.6536885
## 1839 0.00000000 Absent -9.288804e-04 0.6889952 0.7697883
## 1840 0.00000000 Absent -9.288804e-04 0.6831902 0.7639833
## 1841 0.00000000 Absent -9.288804e-04 0.7354351 0.8104282
## 1842 0.00000000 Absent -9.288804e-04 0.6367503 0.7117434
## 1843 0.00000000 Absent -9.288804e-04 0.6019203 0.6885135
## 1844 0.00000000 Absent -9.288804e-04 0.7180201 0.7988132
## 1845 0.00000000 Absent -9.288804e-04 0.7644600 0.8452531
## 1846 0.00000000 Absent -9.288804e-04 0.6309453 0.7059384
## 1847 0.00000000 Absent -9.288804e-04 0.7586550 0.8394482
## 1848 0.00000000 Absent -9.288804e-04 0.7122151 0.7930082
## 1849 0.00000000 Absent -9.288804e-04 0.5845054 0.6652985
## 1850 0.00000000 Absent -9.288804e-04 0.6077253 0.6885185
## 1851 0.00000000 Absent -9.288804e-04 0.7064101 0.7872033
## 1852 0.00000000 Absent -9.288804e-04 0.9560247 1.0310178
## 1853 0.00000000 Absent -9.288804e-04 0.6309453 0.7117384
## 1854 0.00000000 Absent -9.288804e-04 0.7122151 0.7930082
## 1855 0.00000000 Absent -9.288804e-04 0.6483603 0.7291534
## 1856 0.00000000 Absent -9.288804e-04 0.7064101 0.7872033
## 1857 0.00000000 Absent -1.536294e-04 0.9108389 1.0285770
## 1858 0.00000000 Absent -1.536294e-04 0.9979137 1.1156518
## 1859 0.00000000 Absent -1.536294e-04 1.0211336 1.1330718
## 1860 0.00000000 Absent -1.536294e-04 0.8992289 1.0111670
## 1861 0.00000000 Absent -1.536294e-04 0.9514738 1.0634119
## 1862 0.00000000 Absent -1.536294e-04 0.9630838 1.0750219
## 1863 0.00000000 Absent -1.536294e-04 0.8063491 0.9240872
## 1864 0.00000000 Absent -1.536294e-04 0.7134692 0.8312074
## 1865 0.00000000 Absent -1.536294e-04 0.7657141 0.8892523
## 1866 0.00000000 Absent -1.536294e-04 0.9746937 1.0982319
## 1867 0.00000000 Absent -1.536294e-04 0.9746937 1.0924319
## 1868 0.00000000 Absent -1.536294e-04 0.9688887 1.0808269
## 1869 0.00000000 Absent -1.536294e-04 0.9630838 1.0692219
## 1870 0.00000000 Absent -1.536294e-04 0.9921087 1.1040468
## 1871 0.00000000 Absent -1.536294e-04 1.0849885 1.1969267
## 1872 0.00000000 Absent -1.536294e-04 0.8585940 0.9705321
## 1873 0.00000000 Absent -1.536294e-04 0.7773241 0.8892623
## 1874 0.00000000 Absent -1.536294e-04 0.7134692 0.8196074
## 1875 0.00000000 Absent -1.536294e-04 0.7657141 0.8892523
## 1876 0.00000000 Absent -1.536294e-04 0.8818139 0.9995520
## 1877 0.00000000 Absent -1.536294e-04 1.7061223 1.8238604
## 1878 0.00000000 Absent -1.536294e-04 3.2502493 3.3505874
## 1879 0.00000000 Absent -1.536294e-04 0.8121541 0.9124922
## 1880 0.00000000 Absent -1.536294e-04 0.7715191 0.8776573
## 1881 0.00000000 Absent -1.536294e-04 0.7366892 0.8544273
## 1882 0.00000000 Absent -1.536294e-04 0.9514738 1.0692119
## 1883 0.00000000 Absent -1.536294e-04 0.9630838 1.0750219
## 1884 0.00000000 Absent -1.536294e-04 0.7715191 0.8834573
## 1885 0.00000000 Absent -1.536294e-04 0.7657141 0.8892523
## 1886 0.00000000 Absent -1.536294e-04 0.7715191 0.8950573
## Delta Time (s) Peak Freq (Hz) Freq 5% (Hz) Freq 95% (Hz) BW 90% (Hz)
## 1 0.12571409 2670.973 2583.019 2926.199 343.1801
## 2 0.13151409 2670.973 2583.019 2926.199 343.1801
## 3 0.14311409 2670.973 2583.019 2926.199 343.1801
## 4 0.13151409 2670.973 2583.019 2926.199 343.1801
## 5 0.13731409 2843.239 2669.151 2926.199 257.0471
## 6 0.12571409 2843.239 2669.151 2926.199 257.0471
## 7 0.13151409 2843.239 2669.151 2926.199 257.0471
## 8 0.13151409 2843.239 2669.151 2926.199 257.0471
## 9 0.12571409 2843.239 2669.151 2926.199 257.0471
## 10 0.12571409 2757.106 2669.151 2926.199 257.0471
## 11 0.12571409 2757.106 2669.151 2926.199 257.0471
## 12 0.12571409 2843.239 2669.151 2926.199 257.0471
## 13 0.13151409 2843.239 2669.151 2926.199 257.0471
## 14 0.12571409 2843.239 2669.151 2926.199 257.0471
## 15 0.12571409 2843.239 2669.151 2926.199 257.0471
## 16 0.11991409 2843.239 2669.151 2926.199 257.0471
## 17 0.12571409 2843.239 2669.151 2926.199 257.0471
## 18 0.11991409 2843.239 2669.151 2926.199 257.0471
## 19 0.11991409 2843.239 2669.151 2926.199 257.0471
## 20 0.11411409 2843.239 2669.151 2926.199 257.0471
## 21 0.11991409 2843.239 2669.151 2926.199 257.0471
## 22 0.11411409 2843.239 2669.151 2926.199 257.0471
## 23 0.11411409 2843.239 2669.151 2926.199 257.0471
## 24 0.11991409 2843.239 2669.151 2926.199 257.0471
## 25 0.11411409 2843.239 2669.151 2926.199 257.0471
## 26 0.11991409 2843.239 2669.151 2926.199 257.0471
## 27 0.11991409 2843.239 2669.151 2926.199 257.0471
## 28 0.11991409 2843.239 2669.151 2926.199 257.0471
## 29 0.11991409 2843.239 2669.151 2926.199 257.0471
## 30 0.11411409 2843.239 2669.151 2926.199 257.0471
## 31 0.13057833 2880.716 2711.695 3139.327 427.6317
## 32 0.13057833 2880.716 2711.695 3139.327 427.6317
## 33 0.13057833 2880.716 2797.828 3139.327 341.4987
## 34 0.13637833 2966.849 2797.828 3139.327 341.4987
## 35 0.14217833 2966.849 2797.828 3225.460 427.6317
## 36 0.13637833 2966.849 2797.828 3225.460 427.6317
## 37 0.13637833 2966.849 2797.828 3225.460 427.6317
## 38 0.13057833 2966.849 2883.961 3225.460 341.4987
## 39 0.13057833 2966.849 2883.961 3225.460 341.4987
## 40 0.13057833 2966.849 2883.961 3225.460 341.4987
## 41 0.13637833 2966.849 2883.961 3225.460 341.4987
## 42 0.12477833 2966.849 2883.961 3225.460 341.4987
## 43 0.13057833 2966.849 2883.961 3225.460 341.4987
## 44 0.12477833 2966.849 2883.961 3225.460 341.4987
## 45 0.13057833 2966.849 2883.961 3225.460 341.4987
## 46 0.12477833 2966.849 2883.961 3225.460 341.4987
## 47 0.13057833 2966.849 2883.961 3225.460 341.4987
## 48 0.13057833 2966.849 2883.961 3225.460 341.4987
## 49 0.12477833 2966.849 2883.961 3225.460 341.4987
## 50 0.11897833 2966.849 2883.961 3225.460 341.4987
## 51 0.12477833 2966.849 2883.961 3225.460 341.4987
## 52 0.12477833 2966.849 2883.961 3225.460 341.4987
## 53 0.11897833 2966.849 2883.961 3225.460 341.4987
## 54 0.11897833 2966.849 2883.961 3225.460 341.4987
## 55 0.11897833 2966.849 2883.961 3225.460 341.4987
## 56 0.11897833 2966.849 2883.961 3225.460 341.4987
## 57 0.11897833 2966.849 2883.961 3225.460 341.4987
## 58 0.09577833 2880.716 2797.828 3053.194 255.3657
## 59 0.10157833 2880.716 2797.828 3139.327 341.4987
## 60 0.10737833 2880.716 2797.828 3139.327 341.4987
## 61 0.08328390 2985.215 2904.635 3074.386 169.7519
## 62 0.07748390 2985.215 2904.635 3074.386 169.7519
## 63 0.08328390 2985.215 2904.635 3074.386 169.7519
## 64 0.08328390 2985.215 2904.635 3074.386 169.7519
## 65 0.08328390 2985.215 2904.635 3074.386 169.7519
## 66 0.07748390 2985.215 2904.635 3074.386 169.7519
## 67 0.07748390 2985.215 2904.635 3074.386 169.7519
## 68 0.08328390 2985.215 2904.635 3074.386 169.7519
## 69 0.08328390 2985.215 2904.635 3074.386 169.7519
## 70 0.08328390 2985.215 2904.635 3074.386 169.7519
## 71 0.08328390 2985.215 2904.635 3074.386 169.7519
## 72 0.08908390 2985.215 2904.635 3074.386 169.7519
## 73 0.08328390 2985.215 2904.635 3074.386 169.7519
## 74 0.08908390 2985.215 2904.635 3074.386 169.7519
## 75 0.08328390 2985.215 2904.635 3074.386 169.7519
## 76 0.07748390 2985.215 2904.635 3074.386 169.7519
## 77 0.07748390 2985.215 2904.635 3074.386 169.7519
## 78 0.07748390 2985.215 2904.635 3074.386 169.7519
## 79 0.07748390 2985.215 2904.635 3074.386 169.7519
## 80 0.07748390 2985.215 2904.635 3074.386 169.7519
## 81 0.08328390 2985.215 2904.635 3074.386 169.7519
## 82 0.08328390 2985.215 2904.635 3074.386 169.7519
## 83 0.08908390 2985.215 2904.635 3074.386 169.7519
## 84 0.08908390 2985.215 2904.635 3074.386 169.7519
## 85 0.08328390 2985.215 2904.635 3074.386 169.7519
## 86 0.09488390 2899.083 2904.635 3074.386 169.7519
## 87 0.10068390 2899.083 2818.502 3074.386 255.8839
## 88 0.09488390 2985.215 2904.635 3074.386 169.7519
## 89 0.08908390 2985.215 2904.635 3074.386 169.7519
## 90 0.08908390 2899.083 2904.635 3074.386 169.7519
## 91 0.09388640 2819.713 2645.454 2903.267 257.8116
## 92 0.09968640 2819.713 2645.454 2903.267 257.8116
## 93 0.10548640 2819.713 2645.454 2903.267 257.8116
## 94 0.09968640 2819.713 2645.454 2903.267 257.8116
## 95 0.11128640 2819.713 2645.454 2903.267 257.8116
## 96 0.10548640 2819.713 2645.454 2903.267 257.8116
## 97 0.11128640 2819.713 2731.587 2989.400 257.8116
## 98 0.11708640 2819.713 2731.587 2989.400 257.8116
## 99 0.11128640 2819.713 2731.587 2989.400 257.8116
## 100 0.11128640 2819.713 2731.587 2989.400 257.8116
## 101 0.11708640 2819.713 2645.454 2989.400 343.9446
## 102 0.10548640 2819.713 2731.587 2989.400 257.8116
## 103 0.11128640 2819.713 2731.587 2989.400 257.8116
## 104 0.09968640 2819.713 2731.587 2989.400 257.8116
## 105 0.10548640 2819.713 2731.587 2989.400 257.8116
## 106 0.10548640 2819.713 2731.587 2989.400 257.8116
## 107 0.10548640 2819.713 2731.587 2989.400 257.8116
## 108 0.10548640 2819.713 2731.587 2989.400 257.8116
## 109 0.11128640 2819.713 2731.587 2989.400 257.8116
## 110 0.10548640 2819.713 2731.587 2989.400 257.8116
## 111 0.09968640 2819.713 2731.587 2989.400 257.8116
## 112 0.09968640 2819.713 2731.587 2989.400 257.8116
## 113 0.09968640 2819.713 2731.587 2989.400 257.8116
## 114 0.09968640 2819.713 2731.587 2989.400 257.8116
## 115 0.09968640 2819.713 2731.587 2989.400 257.8116
## 116 0.10548640 2819.713 2731.587 2989.400 257.8116
## 117 0.09968640 2905.846 2731.587 2989.400 257.8116
## 118 0.09968640 2819.713 2731.587 2989.400 257.8116
## 119 0.09968640 2819.713 2731.587 2989.400 257.8116
## 120 0.09968640 2819.713 2731.587 2989.400 257.8116
## 121 0.11522639 2659.213 2662.030 2830.483 168.4537
## 122 0.12102639 2659.213 2662.030 2916.616 254.5857
## 123 0.12102639 2831.479 2662.030 2916.616 254.5857
## 124 0.12682639 2831.479 2662.030 2916.616 254.5857
## 125 0.13262639 2831.479 2662.030 2916.616 254.5857
## 126 0.12682639 2831.479 2662.030 2916.616 254.5857
## 127 0.13262639 2831.479 2662.030 2916.616 254.5857
## 128 0.12682639 2831.479 2662.030 2916.616 254.5857
## 129 0.13842639 2831.479 2662.030 2916.616 254.5857
## 130 0.11522639 2745.346 2662.030 2916.616 254.5857
## 131 0.10942639 2745.346 2662.030 2916.616 254.5857
## 132 0.11522639 2745.346 2662.030 2916.616 254.5857
## 133 0.11522639 2745.346 2662.030 2916.616 254.5857
## 134 0.11522639 2745.346 2662.030 2916.616 254.5857
## 135 0.12102639 2831.479 2662.030 2916.616 254.5857
## 136 0.12102639 2745.346 2662.030 2916.616 254.5857
## 137 0.12102639 2745.346 2662.030 2916.616 254.5857
## 138 0.12102639 2745.346 2662.030 2916.616 254.5857
## 139 0.13262639 2745.346 2662.030 2916.616 254.5857
## 140 0.12102639 2831.479 2662.030 2916.616 254.5857
## 141 0.12102639 2745.346 2662.030 2916.616 254.5857
## 142 0.10942639 2831.479 2662.030 2916.616 254.5857
## 143 0.10942639 2745.346 2662.030 2916.616 254.5857
## 144 0.10942639 2745.346 2662.030 2916.616 254.5857
## 145 0.11522639 2745.346 2662.030 2916.616 254.5857
## 146 0.11522639 2745.346 2662.030 2916.616 254.5857
## 147 0.10362639 2745.346 2662.030 2916.616 254.5857
## 148 0.10942639 2745.346 2662.030 2916.616 254.5857
## 149 0.11522639 2745.346 2662.030 2916.616 254.5857
## 150 0.11522639 2745.346 2662.030 2916.616 254.5857
## 151 0.10438762 2818.970 2650.057 2904.673 254.6149
## 152 0.09858762 2818.970 2650.057 2904.673 254.6149
## 153 0.09278762 2732.837 2650.057 2818.540 168.4829
## 154 0.09278762 2646.704 2650.057 2818.540 168.4829
## 155 0.09858762 2732.837 2650.057 2818.540 168.4829
## 156 0.09858762 2732.837 2650.057 2904.673 254.6149
## 157 0.09278762 2732.837 2650.057 2818.540 168.4829
## 158 0.09858762 2732.837 2650.057 2818.540 168.4829
## 159 0.09858762 2732.837 2650.057 2818.540 168.4829
## 160 0.09278762 2732.837 2650.057 2818.540 168.4829
## 161 0.09858762 2732.837 2650.057 2818.540 168.4829
## 162 0.10438762 2732.837 2650.057 2818.540 168.4829
## 163 0.10438762 2732.837 2650.057 2818.540 168.4829
## 164 0.10438762 2732.837 2650.057 2818.540 168.4829
## 165 0.10438762 2732.837 2563.925 2818.540 254.6149
## 166 0.11018762 2732.837 2650.057 2818.540 168.4829
## 167 0.10438762 2732.837 2563.925 2818.540 254.6149
## 168 0.10438762 2732.837 2650.057 2818.540 168.4829
## 169 0.08118762 2646.704 2563.925 2818.540 254.6149
## 170 0.09278762 2732.837 2563.925 2818.540 254.6149
## 171 0.09278762 2732.837 2563.925 2818.540 254.6149
## 172 0.09858762 2732.837 2563.925 2818.540 254.6149
## 173 0.08698762 2732.837 2563.925 2818.540 254.6149
## 174 0.09278762 2732.837 2563.925 2818.540 254.6149
## 175 0.09278762 2732.837 2563.925 2818.540 254.6149
## 176 0.08118762 2732.837 2563.925 2818.540 254.6149
## 177 0.08698762 2732.837 2650.057 2818.540 168.4829
## 178 0.08118762 2732.837 2650.057 2818.540 168.4829
## 179 0.09278762 2732.837 2650.057 2818.540 168.4829
## 180 0.08118762 2732.837 2650.057 2818.540 168.4829
## 181 0.08524273 3049.143 2808.006 3138.752 330.7459
## 182 0.09104273 3049.143 2808.006 3138.752 330.7459
## 183 0.09684273 3049.143 2808.006 3138.752 330.7459
## 184 0.08524273 3049.143 2808.006 3138.752 330.7459
## 185 0.09684273 3049.143 2808.006 3138.752 330.7459
## 186 0.09684273 3049.143 2808.006 3138.752 330.7459
## 187 0.09104273 3049.143 2808.006 3138.752 330.7459
## 188 0.09684273 2963.010 2808.006 3138.752 330.7459
## 189 0.09684273 3049.143 2808.006 3138.752 330.7459
## 190 0.10264273 3049.143 2894.139 3224.885 330.7459
## 191 0.10264273 3049.143 2808.006 3138.752 330.7459
## 192 0.09684273 3049.143 2808.006 3138.752 330.7459
## 193 0.10264273 3049.143 2808.006 3138.752 330.7459
## 194 0.09684273 3049.143 2808.006 3138.752 330.7459
## 195 0.10264273 3049.143 2808.006 3138.752 330.7459
## 196 0.10264273 3049.143 2808.006 3138.752 330.7459
## 197 0.09104273 3049.143 2808.006 3138.752 330.7459
## 198 0.09684273 3049.143 2808.006 3138.752 330.7459
## 199 0.08524273 3049.143 2894.139 3138.752 244.6129
## 200 0.09104273 3049.143 2894.139 3138.752 244.6129
## 201 0.08524273 3049.143 2894.139 3138.752 244.6129
## 202 0.09104273 3049.143 2894.139 3138.752 244.6129
## 203 0.09104273 3049.143 2894.139 3138.752 244.6129
## 204 0.10264273 3049.143 2894.139 3138.752 244.6129
## 205 0.09684273 3049.143 2894.139 3224.885 330.7459
## 206 0.08524273 2963.010 2808.006 3138.752 330.7459
## 207 0.07944273 2963.010 2808.006 3138.752 330.7459
## 208 0.08524273 3049.143 2808.006 3138.752 330.7459
## 209 0.08524273 2876.877 2808.006 3138.752 330.7459
## 210 0.09104273 3049.143 2894.139 3138.752 244.6129
## 211 0.07799004 3042.479 2962.001 3127.655 165.6553
## 212 0.07799004 3042.479 2962.001 3127.655 165.6553
## 213 0.07799004 3042.479 2962.001 3127.655 165.6553
## 214 0.08379004 3042.479 2962.001 3213.788 251.7873
## 215 0.07799004 3042.479 2962.001 3127.655 165.6553
## 216 0.07799004 3042.479 2962.001 3127.655 165.6553
## 217 0.07799004 3042.479 2962.001 3213.788 251.7873
## 218 0.07799004 3042.479 2962.001 3213.788 251.7873
## 219 0.08379004 3042.479 2962.001 3127.655 165.6553
## 220 0.07799004 3042.479 2962.001 3213.788 251.7873
## 221 0.07799004 3042.479 2962.001 3213.788 251.7873
## 222 0.08379004 3042.479 2962.001 3213.788 251.7873
## 223 0.08379004 3042.479 2962.001 3213.788 251.7873
## 224 0.07799004 3042.479 2962.001 3213.788 251.7873
## 225 0.07799004 3042.479 2962.001 3213.788 251.7873
## 226 0.07799004 3042.479 2962.001 3213.788 251.7873
## 227 0.08379004 3042.479 2962.001 3213.788 251.7873
## 228 0.07799004 3042.479 2962.001 3213.788 251.7873
## 229 0.08379004 3042.479 2962.001 3213.788 251.7873
## 230 0.07799004 3042.479 2962.001 3213.788 251.7873
## 231 0.07799004 3042.479 2962.001 3213.788 251.7873
## 232 0.07799004 3128.611 2962.001 3213.788 251.7873
## 233 0.07799004 3042.479 2962.001 3213.788 251.7873
## 234 0.07799004 3042.479 2962.001 3213.788 251.7873
## 235 0.08379004 3128.611 2962.001 3213.788 251.7873
## 236 0.07799004 3042.479 2962.001 3213.788 251.7873
## 237 0.07799004 3042.479 2962.001 3213.788 251.7873
## 238 0.08379004 3128.611 2962.001 3213.788 251.7873
## 239 0.07799004 3128.611 2962.001 3213.788 251.7873
## 240 0.07799004 3128.611 2962.001 3213.788 251.7873
## 241 0.13248208 2929.670 2772.567 3105.514 332.9474
## 242 0.12668208 2929.670 2772.567 3019.382 246.8144
## 243 0.09768208 2929.670 2772.567 3019.382 246.8144
## 244 0.12668208 2929.670 2772.567 3019.382 246.8144
## 245 0.12668208 2929.670 2772.567 3019.382 246.8144
## 246 0.13248208 2929.670 2772.567 3019.382 246.8144
## 247 0.13248208 2929.670 2772.567 3019.382 246.8144
## 248 0.13248208 2929.670 2772.567 3019.382 246.8144
## 249 0.12668208 2929.670 2772.567 3019.382 246.8144
## 250 0.13248208 2929.670 2772.567 3019.382 246.8144
## 251 0.12668208 2929.670 2772.567 3019.382 246.8144
## 252 0.12668208 2929.670 2772.567 3019.382 246.8144
## 253 0.10348208 2929.670 2772.567 3019.382 246.8144
## 254 0.12668208 2929.670 2772.567 3019.382 246.8144
## 255 0.12668208 2929.670 2772.567 3019.382 246.8144
## 256 0.10928208 2929.670 2772.567 3019.382 246.8144
## 257 0.12668208 2929.670 2772.567 3019.382 246.8144
## 258 0.12088208 2929.670 2772.567 3019.382 246.8144
## 259 0.12668208 2929.670 2772.567 3019.382 246.8144
## 260 0.10348208 2929.670 2772.567 3019.382 246.8144
## 261 0.13828208 2929.670 2772.567 3019.382 246.8144
## 262 0.12088208 2929.670 2772.567 3019.382 246.8144
## 263 0.13248208 2929.670 2772.567 3019.382 246.8144
## 264 0.13248208 2929.670 2772.567 3019.382 246.8144
## 265 0.12668208 2929.670 2772.567 3019.382 246.8144
## 266 0.13248208 2929.670 2772.567 3019.382 246.8144
## 267 0.12088208 2929.670 2772.567 3019.382 246.8144
## 268 0.13248208 2929.670 2772.567 3019.382 246.8144
## 269 0.12668208 2929.670 2772.567 3019.382 246.8144
## 270 0.12088208 2929.670 2772.567 3019.382 246.8144
## 271 0.12035839 3000.021 2840.293 3175.265 334.9722
## 272 0.13195839 3086.153 2840.293 3175.265 334.9722
## 273 0.13195839 3000.021 2840.293 3175.265 334.9722
## 274 0.13775839 3086.153 2840.293 3175.265 334.9722
## 275 0.13775839 3086.153 2840.293 3175.265 334.9722
## 276 0.13775839 3086.153 2840.293 3175.265 334.9722
## 277 0.14355839 3086.153 2840.293 3175.265 334.9722
## 278 0.14355839 3086.153 2840.293 3175.265 334.9722
## 279 0.13775839 3086.153 2840.293 3175.265 334.9722
## 280 0.13775839 3086.153 2840.293 3175.265 334.9722
## 281 0.13775839 3086.153 2840.293 3175.265 334.9722
## 282 0.14355839 3086.153 2840.293 3175.265 334.9722
## 283 0.14355839 3086.153 2840.293 3175.265 334.9722
## 284 0.13775839 3086.153 2840.293 3175.265 334.9722
## 285 0.13775839 3086.153 2840.293 3175.265 334.9722
## 286 0.14355839 3086.153 2840.293 3175.265 334.9722
## 287 0.13775839 3000.021 2840.293 3175.265 334.9722
## 288 0.13775839 3086.153 2840.293 3175.265 334.9722
## 289 0.13775839 3086.153 2840.293 3175.265 334.9722
## 290 0.13195839 3000.021 2840.293 3175.265 334.9722
## 291 0.13775839 3000.021 2840.293 3175.265 334.9722
## 292 0.13775839 3000.021 2840.293 3175.265 334.9722
## 293 0.13775839 3000.021 2840.293 3175.265 334.9722
## 294 0.13195839 3000.021 2840.293 3175.265 334.9722
## 295 0.12615839 3000.021 2840.293 3175.265 334.9722
## 296 0.12615839 3000.021 2840.293 3175.265 334.9722
## 297 0.12615839 3000.021 2840.293 3175.265 334.9722
## 298 0.12615839 3000.021 2840.293 3175.265 334.9722
## 299 0.13775839 3000.021 2840.293 3175.265 334.9722
## 300 0.13195839 3000.021 2840.293 3175.265 334.9722
## 301 0.09574945 2881.812 2899.469 3057.573 158.1042
## 302 0.07834945 2967.945 2899.469 3057.573 158.1042
## 303 0.07834945 2881.812 2899.469 3057.573 158.1042
## 304 0.08414945 2881.812 2899.469 3057.573 158.1042
## 305 0.08994945 2881.812 2899.469 3057.573 158.1042
## 306 0.09574945 2881.812 2899.469 3057.573 158.1042
## 307 0.08414945 2881.812 2899.469 3057.573 158.1042
## 308 0.08994945 2881.812 2899.469 3057.573 158.1042
## 309 0.09574945 2881.812 2899.469 3057.573 158.1042
## 310 0.10154945 2881.812 2899.469 3057.573 158.1042
## 311 0.09574945 2881.812 2899.469 3057.573 158.1042
## 312 0.12474945 2881.812 2899.469 3057.573 158.1042
## 313 0.14224945 2881.812 2899.469 3057.573 158.1042
## 314 0.14224945 2881.812 2899.469 3057.573 158.1042
## 315 0.11314945 2881.812 2899.469 3057.573 158.1042
## 316 0.11894945 2881.812 2899.469 3057.573 158.1042
## 317 0.11894945 2967.945 2899.469 3057.573 158.1042
## 318 0.13054945 2881.812 2899.469 3057.573 158.1042
## 319 0.14224945 2881.812 2899.469 3057.573 158.1042
## 320 0.14224945 2881.812 2899.469 3057.573 158.1042
## 321 0.13634945 2881.812 2899.469 3057.573 158.1042
## 322 0.14224945 2881.812 2899.469 3057.573 158.1042
## 323 0.13054945 2881.812 2899.469 3057.573 158.1042
## 324 0.10734945 2881.812 2899.469 3057.573 158.1042
## 325 0.12474945 2881.812 2899.469 3057.573 158.1042
## 326 0.10734945 2967.945 2899.469 3057.573 158.1042
## 327 0.12793585 2642.280 2550.754 2724.625 173.8727
## 328 0.13953585 2642.280 2550.754 2724.625 173.8727
## 329 0.15113585 2642.280 2550.754 2810.758 260.0047
## 330 0.13953585 2642.280 2550.754 2810.758 260.0047
## 331 0.14533585 2642.280 2550.754 2810.758 260.0047
## 332 0.14533585 2642.280 2550.754 2810.758 260.0047
## 333 0.15113585 2642.280 2550.754 2810.758 260.0047
## 334 0.15113585 2642.280 2550.754 2810.758 260.0047
## 335 0.15113585 2642.280 2550.754 2810.758 260.0047
## 336 0.15113585 2642.280 2550.754 2810.758 260.0047
## 337 0.14533585 2642.280 2550.754 2810.758 260.0047
## 338 0.10473585 2642.280 2550.754 2724.625 173.8727
## 339 0.11633585 2642.280 2550.754 2810.758 260.0047
## 340 0.13373585 2642.280 2550.754 2810.758 260.0047
## 341 0.11053585 2642.280 2550.754 2810.758 260.0047
## 342 0.12213585 2642.280 2550.754 2810.758 260.0047
## 343 0.12793585 2642.280 2550.754 2810.758 260.0047
## 344 0.13373585 2642.280 2550.754 2810.758 260.0047
## 345 0.13373585 2642.280 2550.754 2810.758 260.0047
## 346 0.13953585 2642.280 2550.754 2810.758 260.0047
## 347 0.14533585 2642.280 2550.754 2810.758 260.0047
## 348 0.14533585 2642.280 2550.754 2810.758 260.0047
## 349 0.12793585 2642.280 2550.754 2810.758 260.0047
## 350 0.12793585 2642.280 2550.754 2810.758 260.0047
## 351 0.14533585 2642.280 2550.754 2810.758 260.0047
## 352 0.13953585 2642.280 2550.754 2810.758 260.0047
## 353 0.14533585 2642.280 2550.754 2810.758 260.0047
## 354 0.14533585 2642.280 2550.754 2810.758 260.0047
## 355 0.13953585 2728.413 2550.754 2810.758 260.0047
## 356 0.13953585 2642.280 2550.754 2810.758 260.0047
## 357 0.10237625 2952.503 2772.933 3039.901 266.9672
## 358 0.11397625 2866.370 2772.933 3039.901 266.9672
## 359 0.10817625 2866.370 2772.933 3039.901 266.9672
## 360 0.10817625 2952.503 2772.933 3039.901 266.9672
## 361 0.10817625 2952.503 2772.933 3039.901 266.9672
## 362 0.10817625 2952.503 2772.933 3039.901 266.9672
## 363 0.11397625 2866.370 2772.933 3039.901 266.9672
## 364 0.10817625 2952.503 2772.933 3039.901 266.9672
## 365 0.10817625 2952.503 2772.933 3039.901 266.9672
## 366 0.10817625 2952.503 2772.933 3039.901 266.9672
## 367 0.10817625 2952.503 2772.933 3039.901 266.9672
## 368 0.10237625 2866.370 2772.933 3039.901 266.9672
## 369 0.10817625 2952.503 2772.933 3039.901 266.9672
## 370 0.10817625 2952.503 2772.933 3039.901 266.9672
## 371 0.09657625 2866.370 2772.933 3039.901 266.9672
## 372 0.10237625 2952.503 2772.933 3039.901 266.9672
## 373 0.09657625 2952.503 2772.933 3039.901 266.9672
## 374 0.09657625 2952.503 2772.933 3039.901 266.9672
## 375 0.10237625 2952.503 2772.933 3039.901 266.9672
## 376 0.09657625 2952.503 2772.933 3039.901 266.9672
## 377 0.07907625 2952.503 2772.933 2953.768 180.8352
## 378 0.09077625 2866.370 2772.933 2953.768 180.8352
## 379 0.10237625 2952.503 2772.933 3039.901 266.9672
## 380 0.09077625 2952.503 2772.933 2953.768 180.8352
## 381 0.10817625 2952.503 2772.933 3039.901 266.9672
## 382 0.09657625 2952.503 2772.933 3039.901 266.9672
## 383 0.09077625 2952.503 2772.933 3039.901 266.9672
## 384 0.09077625 2952.503 2772.933 3039.901 266.9672
## 385 0.10817625 2952.503 2772.933 3039.901 266.9672
## 386 0.10237625 2952.503 2772.933 3039.901 266.9672
## 387 0.12260447 2729.222 2554.396 2815.096 260.6995
## 388 0.12260447 2815.355 2640.529 2901.229 260.6995
## 389 0.12840447 2815.355 2640.529 2901.229 260.6995
## 390 0.12840447 2729.222 2640.529 2901.229 260.6995
## 391 0.12260447 2901.488 2640.529 2987.361 346.8325
## 392 0.12840447 2815.355 2640.529 2987.361 346.8325
## 393 0.12840447 2901.488 2640.529 2987.361 346.8325
## 394 0.13420447 2901.488 2726.662 3073.494 346.8325
## 395 0.13420447 2901.488 2726.662 3073.494 346.8325
## 396 0.12840447 2901.488 2726.662 3073.494 346.8325
## 397 0.12840447 2901.488 2726.662 3073.494 346.8325
## 398 0.12260447 2901.488 2726.662 3073.494 346.8325
## 399 0.12260447 2901.488 2726.662 3073.494 346.8325
## 400 0.12260447 2901.488 2812.795 3073.494 260.6995
## 401 0.12840447 2987.620 2812.795 3073.494 260.6995
## 402 0.12260447 2901.488 2812.795 3073.494 260.6995
## 403 0.12260447 2901.488 2812.795 3073.494 260.6995
## 404 0.12260447 2901.488 2812.795 3073.494 260.6995
## 405 0.12260447 2901.488 2812.795 3073.494 260.6995
## 406 0.12260447 2901.488 2812.795 3073.494 260.6995
## 407 0.13420447 2901.488 2812.795 3159.627 346.8325
## 408 0.12840447 2901.488 2812.795 3073.494 260.6995
## 409 0.13420447 2987.620 2812.795 3159.627 346.8325
## 410 0.12260447 2901.488 2812.795 3073.494 260.6995
## 411 0.13420447 2901.488 2812.795 3159.627 346.8325
## 412 0.12840447 2987.620 2812.795 3159.627 346.8325
## 413 0.12260447 2901.488 2812.795 3073.494 260.6995
## 414 0.12840447 2901.488 2812.795 3159.627 346.8325
## 415 0.12260447 2901.488 2812.795 3159.627 346.8325
## 416 0.12840447 2901.488 2812.795 3159.627 346.8325
## 417 0.12942237 2918.004 2738.830 2996.835 258.0050
## 418 0.15262237 2918.004 2824.963 3082.968 258.0050
## 419 0.15262237 2918.004 2824.963 3082.968 258.0050
## 420 0.15262237 2918.004 2824.963 3082.968 258.0050
## 421 0.12362237 2918.004 2824.963 3082.968 258.0050
## 422 0.12362237 2918.004 2824.963 3082.968 258.0050
## 423 0.12942237 2918.004 2824.963 3082.968 258.0050
## 424 0.12362237 2918.004 2824.963 3082.968 258.0050
## 425 0.14682237 2918.004 2824.963 3082.968 258.0050
## 426 0.12942237 2918.004 2824.963 3082.968 258.0050
## 427 0.12942237 3004.137 2824.963 3082.968 258.0050
## 428 0.12362237 2918.004 2824.963 3082.968 258.0050
## 429 0.11782237 2918.004 2824.963 3082.968 258.0050
## 430 0.12942237 2918.004 2824.963 3082.968 258.0050
## 431 0.12362237 2918.004 2824.963 3082.968 258.0050
## 432 0.12942237 2918.004 2824.963 3082.968 258.0050
## 433 0.12362237 2918.004 2824.963 3082.968 258.0050
## 434 0.12362237 2918.004 2824.963 3082.968 258.0050
## 435 0.12942237 2918.004 2824.963 3082.968 258.0050
## 436 0.12942237 2918.004 2824.963 3082.968 258.0050
## 437 0.12362237 2918.004 2824.963 3082.968 258.0050
## 438 0.12362237 2918.004 2824.963 3082.968 258.0050
## 439 0.12942237 3004.137 2824.963 3082.968 258.0050
## 440 0.12362237 3004.137 2824.963 3082.968 258.0050
## 441 0.13522237 3004.137 2824.963 3082.968 258.0050
## 442 0.12362237 2918.004 2824.963 3082.968 258.0050
## 443 0.11782237 2918.004 2738.830 3082.968 344.1380
## 444 0.11782237 3004.137 2824.963 3082.968 258.0050
## 445 0.12362237 3004.137 2824.963 3082.968 258.0050
## 446 0.12362237 3004.137 2824.963 3082.968 258.0050
## 447 0.12942237 2918.004 2824.963 3082.968 258.0050
## 448 0.12942237 3004.137 2824.963 3082.968 258.0050
## 449 0.11782237 2918.004 2824.963 3082.968 258.0050
## 450 0.12362237 2918.004 2824.963 3082.968 258.0050
## 451 0.12362237 2918.004 2824.963 3082.968 258.0050
## 452 0.12362237 2918.004 2824.963 3082.968 258.0050
## 453 0.12362237 2918.004 2824.963 3082.968 258.0050
## 454 0.11782237 2918.004 2824.963 3082.968 258.0050
## 455 0.11782237 2918.004 2824.963 3082.968 258.0050
## 456 0.12362237 2918.004 2824.963 3082.968 258.0050
## 457 0.11782237 2918.004 2824.963 3082.968 258.0050
## 458 0.12362237 3004.137 2824.963 3082.968 258.0050
## 459 0.11782237 2918.004 2824.963 3082.968 258.0050
## 460 0.11782237 3004.137 2824.963 3082.968 258.0050
## 461 0.12362237 2918.004 2824.963 3082.968 258.0050
## 462 0.12362237 3004.137 2824.963 3082.968 258.0050
## 463 0.11782237 3004.137 2824.963 3082.968 258.0050
## 464 0.12362237 2918.004 2824.963 3082.968 258.0050
## 465 0.12362237 3004.137 2824.963 3082.968 258.0050
## 466 0.11782237 3004.137 2824.963 3082.968 258.0050
## 467 0.12362237 3004.137 2824.963 3082.968 258.0050
## 468 0.11782237 3004.137 2824.963 3082.968 258.0050
## 469 0.12362237 3004.137 2824.963 3082.968 258.0050
## 470 0.12362237 2918.004 2824.963 3082.968 258.0050
## 471 0.11782237 3004.137 2824.963 3082.968 258.0050
## 472 0.11782237 3004.137 2824.963 3082.968 258.0050
## 473 0.12362237 2918.004 2824.963 3082.968 258.0050
## 474 0.12362237 3004.137 2824.963 3082.968 258.0050
## 475 0.11782237 2918.004 2824.963 3082.968 258.0050
## 476 0.11782237 2918.004 2824.963 3082.968 258.0050
## 477 0.09678927 2839.227 2743.617 3012.657 269.0393
## 478 0.09678927 2839.227 2743.617 3012.657 269.0393
## 479 0.09678927 2839.227 2743.617 3012.657 269.0393
## 480 0.09678927 2839.227 2743.617 3012.657 269.0393
## 481 0.09678927 2839.227 2743.617 3012.657 269.0393
## 482 0.09678927 2925.360 2743.617 3012.657 269.0393
## 483 0.09678927 2925.360 2743.617 3012.657 269.0393
## 484 0.09678927 2839.227 2743.617 3012.657 269.0393
## 485 0.09678927 2839.227 2743.617 3012.657 269.0393
## 486 0.09678927 2839.227 2743.617 3012.657 269.0393
## 487 0.09678927 2839.227 2743.617 3012.657 269.0393
## 488 0.09678927 2839.227 2743.617 3012.657 269.0393
## 489 0.09678927 2839.227 2743.617 3012.657 269.0393
## 490 0.10258927 2839.227 2829.749 3012.657 182.9073
## 491 0.09678927 2925.360 2829.749 3012.657 182.9073
## 492 0.09678927 2839.227 2829.749 3012.657 182.9073
## 493 0.09678927 2839.227 2829.749 3012.657 182.9073
## 494 0.09678927 2839.227 2829.749 3012.657 182.9073
## 495 0.10258927 2839.227 2829.749 3012.657 182.9073
## 496 0.09678927 2925.360 2829.749 3012.657 182.9073
## 497 0.09678927 2925.360 2829.749 3012.657 182.9073
## 498 0.09678927 2839.227 2829.749 3012.657 182.9073
## 499 0.09678927 2925.360 2743.617 3012.657 269.0393
## 500 0.10258927 2925.360 2829.749 3012.657 182.9073
## 501 0.10258927 2925.360 2829.749 3012.657 182.9073
## 502 0.09678927 2839.227 2829.749 3012.657 182.9073
## 503 0.10258927 2925.360 2829.749 3012.657 182.9073
## 504 0.09678927 2925.360 2829.749 3012.657 182.9073
## 505 0.09678927 2925.360 2829.749 3012.657 182.9073
## 506 0.09678927 2925.360 2829.749 3012.657 182.9073
## 507 0.12758848 2841.921 2659.732 2926.540 266.8076
## 508 0.13338848 2841.921 2659.732 2926.540 266.8076
## 509 0.12178848 2841.921 2659.732 2926.540 266.8076
## 510 0.12758848 2841.921 2659.732 2926.540 266.8076
## 511 0.12178848 2841.921 2659.732 2926.540 266.8076
## 512 0.11598848 2841.921 2659.732 2926.540 266.8076
## 513 0.11018848 2841.921 2659.732 2926.540 266.8076
## 514 0.11598848 2841.921 2659.732 2926.540 266.8076
## 515 0.11018848 2841.921 2745.865 2926.540 180.6756
## 516 0.12178848 2928.053 2745.865 3012.673 266.8076
## 517 0.12178848 2928.053 2745.865 3012.673 266.8076
## 518 0.12178848 2928.053 2745.865 3012.673 266.8076
## 519 0.11018848 2841.921 2745.865 2926.540 180.6756
## 520 0.11018848 2841.921 2745.865 2926.540 180.6756
## 521 0.11598848 2928.053 2745.865 3012.673 266.8076
## 522 0.11018848 2841.921 2745.865 2926.540 180.6756
## 523 0.12178848 2928.053 2745.865 3012.673 266.8076
## 524 0.11598848 2928.053 2745.865 3012.673 266.8076
## 525 0.11598848 2928.053 2745.865 3012.673 266.8076
## 526 0.11598848 2928.053 2745.865 3012.673 266.8076
## 527 0.11018848 2928.053 2745.865 3012.673 266.8076
## 528 0.11018848 2928.053 2745.865 3012.673 266.8076
## 529 0.11018848 2928.053 2745.865 3012.673 266.8076
## 530 0.10438848 2928.053 2745.865 3012.673 266.8076
## 531 0.11018848 2928.053 2745.865 3012.673 266.8076
## 532 0.12178848 2928.053 2745.865 3012.673 266.8076
## 533 0.11018848 2928.053 2745.865 3012.673 266.8076
## 534 0.11598848 2928.053 2745.865 3012.673 266.8076
## 535 0.11598848 2928.053 2745.865 3012.673 266.8076
## 536 0.11598848 2928.053 2745.865 3012.673 266.8076
## 537 0.09496721 2918.924 2818.753 2999.738 180.9864
## 538 0.09496721 2918.924 2818.753 2999.738 180.9864
## 539 0.08916721 2918.924 2818.753 2999.738 180.9864
## 540 0.09496721 2918.924 2818.753 2999.738 180.9864
## 541 0.08916721 2918.924 2818.753 2999.738 180.9864
## 542 0.08916721 2918.924 2818.753 2999.738 180.9864
## 543 0.08916721 2918.924 2818.753 2999.738 180.9864
## 544 0.09496721 2918.924 2818.753 2999.738 180.9864
## 545 0.09496721 2918.924 2818.753 2999.738 180.9864
## 546 0.09496721 2918.924 2818.753 2999.738 180.9864
## 547 0.08916721 2918.924 2818.753 2999.738 180.9864
## 548 0.09496721 2918.924 2818.753 2999.738 180.9864
## 549 0.09496721 2918.924 2818.753 2999.738 180.9864
## 550 0.10076721 2918.924 2818.753 2999.738 180.9864
## 551 0.08916721 2918.924 2818.753 2999.738 180.9864
## 552 0.08336721 2918.924 2818.753 2999.738 180.9864
## 553 0.08916721 2918.924 2818.753 2999.738 180.9864
## 554 0.09496721 2918.924 2818.753 2999.738 180.9864
## 555 0.10076721 2918.924 2818.753 2999.738 180.9864
## 556 0.09496721 2918.924 2818.753 2999.738 180.9864
## 557 0.09496721 2918.924 2818.753 2999.738 180.9864
## 558 0.10076721 2918.924 2818.753 2999.738 180.9864
## 559 0.08916721 2918.924 2818.753 2999.738 180.9864
## 560 0.09496721 2918.924 2818.753 2999.738 180.9864
## 561 0.10656721 2918.924 2818.753 2999.738 180.9864
## 562 0.11236721 2918.924 2818.753 3085.871 267.1184
## 563 0.11236721 2918.924 2818.753 2999.738 180.9864
## 564 0.09496721 2918.924 2818.753 2999.738 180.9864
## 565 0.09496721 2918.924 2818.753 2999.738 180.9864
## 566 0.09496721 2918.924 2818.753 2999.738 180.9864
## 567 0.07433400 2592.829 2508.813 2684.403 175.5901
## 568 0.06853400 2592.829 2508.813 2684.403 175.5901
## 569 0.07433400 2592.829 2508.813 2684.403 175.5901
## 570 0.07433400 2592.829 2508.813 2684.403 175.5901
## 571 0.08023400 2506.696 2508.813 2684.403 175.5901
## 572 0.08023400 2592.829 2508.813 2684.403 175.5901
## 573 0.08023400 2592.829 2508.813 2684.403 175.5901
## 574 0.07433400 2592.829 2508.813 2684.403 175.5901
## 575 0.07433400 2592.829 2508.813 2684.403 175.5901
## 576 0.08603400 2592.829 2508.813 2770.536 261.7221
## 577 0.08023400 2592.829 2508.813 2684.403 175.5901
## 578 0.08023400 2592.829 2508.813 2684.403 175.5901
## 579 0.08023400 2592.829 2508.813 2684.403 175.5901
## 580 0.08023400 2592.829 2508.813 2684.403 175.5901
## 581 0.09183400 2592.829 2508.813 2684.403 175.5901
## 582 0.08603400 2592.829 2508.813 2684.403 175.5901
## 583 0.09183400 2592.829 2508.813 2770.536 261.7221
## 584 0.08603400 2592.829 2508.813 2684.403 175.5901
## 585 0.08603400 2592.829 2508.813 2684.403 175.5901
## 586 0.08603400 2506.696 2508.813 2684.403 175.5901
## 587 0.08023400 2592.829 2508.813 2684.403 175.5901
## 588 0.08603400 2592.829 2508.813 2684.403 175.5901
## 589 0.08023400 2592.829 2508.813 2684.403 175.5901
## 590 0.09183400 2592.829 2508.813 2684.403 175.5901
## 591 0.08023400 2592.829 2508.813 2684.403 175.5901
## 592 0.08023400 2592.829 2508.813 2684.403 175.5901
## 593 0.08023400 2592.829 2508.813 2684.403 175.5901
## 594 0.08023400 2592.829 2508.813 2684.403 175.5901
## 595 0.08023400 2592.829 2508.813 2684.403 175.5901
## 596 0.08023400 2592.829 2508.813 2684.403 175.5901
## 597 0.19005458 2907.757 2670.150 3002.750 332.5994
## 598 0.17265458 2907.757 2670.150 3002.750 332.5994
## 599 0.18425458 2907.757 2670.150 3002.750 332.5994
## 600 0.17265458 2907.757 2670.150 3002.750 332.5994
## 601 0.17845458 2907.757 2670.150 3002.750 332.5994
## 602 0.17845458 2907.757 2670.150 3002.750 332.5994
## 603 0.16685458 2907.757 2670.150 3002.750 332.5994
## 604 0.16685458 2907.757 2670.150 3002.750 332.5994
## 605 0.16685458 2907.757 2670.150 3002.750 332.5994
## 606 0.16685458 2907.757 2670.150 3002.750 332.5994
## 607 0.16105458 2907.757 2670.150 3002.750 332.5994
## 608 0.16105458 2907.757 2670.150 3002.750 332.5994
## 609 0.15525458 2907.757 2670.150 3002.750 332.5994
## 610 0.15525458 2907.757 2670.150 3002.750 332.5994
## 611 0.15525458 2907.757 2670.150 3002.750 332.5994
## 612 0.16105458 2907.757 2670.150 3002.750 332.5994
## 613 0.15525458 2907.757 2670.150 3002.750 332.5994
## 614 0.16105458 2907.757 2756.283 3002.750 246.4664
## 615 0.14935458 2907.757 2670.150 3002.750 332.5994
## 616 0.14935458 2907.757 2670.150 3002.750 332.5994
## 617 0.14935458 2907.757 2670.150 3002.750 332.5994
## 618 0.14935458 2907.757 2670.150 3002.750 332.5994
## 619 0.15525458 2907.757 2670.150 3002.750 332.5994
## 620 0.15525458 2907.757 2756.283 3002.750 246.4664
## 621 0.14355458 2907.757 2756.283 3002.750 246.4664
## 622 0.14355458 2907.757 2756.283 3002.750 246.4664
## 623 0.14935458 2907.757 2756.283 3002.750 246.4664
## 624 0.15525458 2907.757 2756.283 3002.750 246.4664
## 625 0.15525458 2907.757 2756.283 3002.750 246.4664
## 626 0.15525458 2907.757 2756.283 3002.750 246.4664
## 627 0.08096435 2897.371 2832.033 3078.790 246.7567
## 628 0.08096435 2897.371 2832.033 2992.657 160.6247
## 629 0.08096435 2897.371 2832.033 3078.790 246.7567
## 630 0.09256435 2983.503 2832.033 3078.790 246.7567
## 631 0.08676435 2897.371 2745.900 3078.790 332.8897
## 632 0.08676435 2897.371 2745.900 3078.790 332.8897
## 633 0.10416435 2983.503 2832.033 3078.790 246.7567
## 634 0.09256435 2983.503 2832.033 3078.790 246.7567
## 635 0.09256435 2897.371 2745.900 3078.790 332.8897
## 636 0.09256435 2897.371 2745.900 3078.790 332.8897
## 637 0.09836435 2983.503 2745.900 3078.790 332.8897
## 638 0.10416435 2983.503 2745.900 3078.790 332.8897
## 639 0.10416435 2983.503 2745.900 3078.790 332.8897
## 640 0.09836435 2983.503 2832.033 3078.790 246.7567
## 641 0.10416435 2983.503 2832.033 3078.790 246.7567
## 642 0.10996435 2983.503 2745.900 3078.790 332.8897
## 643 0.09836435 2983.503 2745.900 3078.790 332.8897
## 644 0.09836435 2897.371 2745.900 3078.790 332.8897
## 645 0.09256435 2897.371 2832.033 3078.790 246.7567
## 646 0.08676435 2897.371 2745.900 3078.790 332.8897
## 647 0.08096435 2897.371 2832.033 3078.790 246.7567
## 648 0.09256435 2897.371 2832.033 3078.790 246.7567
## 649 0.07516435 2897.371 2832.033 3078.790 246.7567
## 650 0.08676435 2897.371 2832.033 3078.790 246.7567
## 651 0.09256435 2897.371 2745.900 3078.790 332.8897
## 652 0.09836435 2897.371 2745.900 3078.790 332.8897
## 653 0.09836435 2897.371 2832.033 3078.790 246.7567
## 654 0.10416435 2983.503 2832.033 3078.790 246.7567
## 655 0.10996435 2897.371 2832.033 3078.790 246.7567
## 656 0.09836435 2897.371 2832.033 3078.790 246.7567
## 657 0.09163514 3027.732 2952.619 3113.036 160.4171
## 658 0.10323514 3027.732 2952.619 3113.036 160.4171
## 659 0.09743514 3027.732 2952.619 3113.036 160.4171
## 660 0.09743514 3027.732 2952.619 3113.036 160.4171
## 661 0.10323514 3027.732 2952.619 3113.036 160.4171
## 662 0.09743514 3027.732 2952.619 3113.036 160.4171
## 663 0.10323514 3027.732 2952.619 3113.036 160.4171
## 664 0.10323514 3027.732 2952.619 3113.036 160.4171
## 665 0.08583514 3027.732 2952.619 3113.036 160.4171
## 666 0.09163514 3027.732 2952.619 3113.036 160.4171
## 667 0.09743514 3027.732 2952.619 3113.036 160.4171
## 668 0.09743514 3027.732 2952.619 3113.036 160.4171
## 669 0.09743514 3027.732 2952.619 3113.036 160.4171
## 670 0.10323514 3027.732 2952.619 3113.036 160.4171
## 671 0.09743514 3027.732 2952.619 3113.036 160.4171
## 672 0.09743514 3027.732 2952.619 3113.036 160.4171
## 673 0.10323514 3027.732 2952.619 3113.036 160.4171
## 674 0.09743514 3027.732 2952.619 3113.036 160.4171
## 675 0.09743514 3027.732 2952.619 3113.036 160.4171
## 676 0.10323514 3027.732 2952.619 3113.036 160.4171
## 677 0.09743514 3027.732 2952.619 3113.036 160.4171
## 678 0.09743514 3027.732 2952.619 3113.036 160.4171
## 679 0.10323514 3027.732 2952.619 3113.036 160.4171
## 680 0.10323514 3027.732 2952.619 3113.036 160.4171
## 681 0.10323514 3027.732 2952.619 3113.036 160.4171
## 682 0.10323514 3027.732 2952.619 3199.168 246.5491
## 683 0.09743514 3027.732 2952.619 3113.036 160.4171
## 684 0.10323514 3027.732 2952.619 3113.036 160.4171
## 685 0.10323514 3027.732 2952.619 3199.168 246.5491
## 686 0.09743514 3027.732 2952.619 3113.036 160.4171
## 687 0.09650784 2777.997 2697.208 2863.222 166.0139
## 688 0.09650784 2777.997 2697.208 2949.355 252.1459
## 689 0.09070784 2777.997 2697.208 2949.355 252.1459
## 690 0.09070784 2777.997 2697.208 2949.355 252.1459
## 691 0.09650784 2864.130 2697.208 2949.355 252.1459
## 692 0.09650784 2864.130 2783.341 2949.355 166.0139
## 693 0.09650784 2864.130 2697.208 2949.355 252.1459
## 694 0.09650784 2864.130 2697.208 2949.355 252.1459
## 695 0.09650784 2864.130 2697.208 3035.488 338.2789
## 696 0.09650784 2864.130 2697.208 2949.355 252.1459
## 697 0.09070784 2864.130 2697.208 2949.355 252.1459
## 698 0.09650784 2864.130 2697.208 2949.355 252.1459
## 699 0.09650784 2864.130 2697.208 2949.355 252.1459
## 700 0.10230784 2864.130 2697.208 3035.488 338.2789
## 701 0.09650784 2864.130 2783.341 3035.488 252.1459
## 702 0.10230784 2864.130 2697.208 2949.355 252.1459
## 703 0.10230784 2864.130 2697.208 3035.488 338.2789
## 704 0.10230784 2864.130 2697.208 3035.488 338.2789
## 705 0.10230784 2864.130 2697.208 3035.488 338.2789
## 706 0.10230784 2864.130 2697.208 3035.488 338.2789
## 707 0.10230784 2864.130 2783.341 3035.488 252.1459
## 708 0.10230784 2864.130 2697.208 3035.488 338.2789
## 709 0.10230784 2864.130 2783.341 3035.488 252.1459
## 710 0.09650784 2864.130 2697.208 3035.488 338.2789
## 711 0.09650784 2864.130 2783.341 3035.488 252.1459
## 712 0.09650784 2864.130 2697.208 3035.488 338.2789
## 713 0.09070784 2864.130 2697.208 2949.355 252.1459
## 714 0.09650784 2864.130 2697.208 3035.488 338.2789
## 715 0.09070784 2864.130 2697.208 2949.355 252.1459
## 716 0.08490784 2864.130 2697.208 2949.355 252.1459
## 717 0.13965234 2981.361 2890.232 3150.150 259.9183
## 718 0.13385234 2981.361 2890.232 3150.150 259.9183
## 719 0.13385234 2981.361 2890.232 3150.150 259.9183
## 720 0.12225234 2981.361 2890.232 3150.150 259.9183
## 721 0.13965234 2981.361 2890.232 3150.150 259.9183
## 722 0.13385234 2981.361 2890.232 3150.150 259.9183
## 723 0.13385234 2981.361 2890.232 3150.150 259.9183
## 724 0.12225234 2981.361 2890.232 3150.150 259.9183
## 725 0.12225234 2981.361 2890.232 3150.150 259.9183
## 726 0.11645234 2981.361 2890.232 3150.150 259.9183
## 727 0.12225234 2981.361 2890.232 3150.150 259.9183
## 728 0.12805234 2981.361 2890.232 3150.150 259.9183
## 729 0.12805234 2981.361 2890.232 3150.150 259.9183
## 730 0.11645234 2981.361 2890.232 3150.150 259.9183
## 731 0.11645234 2981.361 2890.232 3150.150 259.9183
## 732 0.12225234 2981.361 2890.232 3150.150 259.9183
## 733 0.12225234 2981.361 2890.232 3150.150 259.9183
## 734 0.12225234 2981.361 2890.232 3150.150 259.9183
## 735 0.11645234 2981.361 2890.232 3150.150 259.9183
## 736 0.12225234 2981.361 2890.232 3150.150 259.9183
## 737 0.12805234 2981.361 2890.232 3150.150 259.9183
## 738 0.12225234 2981.361 2890.232 3150.150 259.9183
## 739 0.12225234 2981.361 2890.232 3150.150 259.9183
## 740 0.11645234 2981.361 2890.232 3150.150 259.9183
## 741 0.11645234 2981.361 2890.232 3150.150 259.9183
## 742 0.11645234 2981.361 2890.232 3150.150 259.9183
## 743 0.11645234 2981.361 2890.232 3150.150 259.9183
## 744 0.11065234 2981.361 2890.232 3150.150 259.9183
## 745 0.11645234 2981.361 2890.232 3150.150 259.9183
## 746 0.11065234 2981.361 2890.232 3150.150 259.9183
## 747 0.10100981 2820.811 2739.278 2995.514 256.2360
## 748 0.09520981 2820.811 2739.278 2995.514 256.2360
## 749 0.09520981 2820.811 2739.278 2995.514 256.2360
## 750 0.10680981 2906.944 2825.411 2995.514 170.1040
## 751 0.08940981 2906.944 2825.411 2995.514 170.1040
## 752 0.10680981 2906.944 2825.411 2995.514 170.1040
## 753 0.10680981 2993.076 2825.411 2995.514 170.1040
## 754 0.10100981 2906.944 2825.411 2995.514 170.1040
## 755 0.10100981 2906.944 2825.411 2995.514 170.1040
## 756 0.10100981 2906.944 2825.411 2995.514 170.1040
## 757 0.08360981 2906.944 2825.411 2995.514 170.1040
## 758 0.10680981 2906.944 2825.411 2995.514 170.1040
## 759 0.11260981 2906.944 2825.411 2995.514 170.1040
## 760 0.11840981 2993.076 2825.411 2995.514 170.1040
## 761 0.13580981 2993.076 2825.411 2995.514 170.1040
## 762 0.13000981 2993.076 2825.411 2995.514 170.1040
## 763 0.14160981 2993.076 2825.411 2995.514 170.1040
## 764 0.14160981 2906.944 2739.278 2995.514 256.2360
## 765 0.14160981 2993.076 2825.411 2995.514 170.1040
## 766 0.14160981 2906.944 2739.278 2995.514 256.2360
## 767 0.14160981 2906.944 2739.278 2995.514 256.2360
## 768 0.14160981 2993.076 2825.411 2995.514 170.1040
## 769 0.14160981 2906.944 2739.278 2995.514 256.2360
## 770 0.13580981 2906.944 2739.278 2995.514 256.2360
## 771 0.13580981 2906.944 2739.278 2995.514 256.2360
## 772 0.13580981 2906.944 2739.278 2995.514 256.2360
## 773 0.13580981 2906.944 2739.278 2995.514 256.2360
## 774 0.14160981 2906.944 2739.278 2995.514 256.2360
## 775 0.14740981 2906.944 2739.278 2995.514 256.2360
## 776 0.15320981 2993.076 2739.278 2995.514 256.2360
## 777 0.09180514 2916.350 2827.704 3087.957 260.2526
## 778 0.08600514 3002.482 2913.837 3174.090 260.2526
## 779 0.09180514 3002.482 2913.837 3174.090 260.2526
## 780 0.09180514 3002.482 2913.837 3174.090 260.2526
## 781 0.08600514 3002.482 2913.837 3174.090 260.2526
## 782 0.08600514 3002.482 2827.704 3174.090 346.3856
## 783 0.08600514 3002.482 2913.837 3174.090 260.2526
## 784 0.08020514 3002.482 2913.837 3174.090 260.2526
## 785 0.09180514 3002.482 2827.704 3174.090 346.3856
## 786 0.09180514 3002.482 2913.837 3174.090 260.2526
## 787 0.10340514 2916.350 2827.704 3174.090 346.3856
## 788 0.09180514 3002.482 2827.704 3174.090 346.3856
## 789 0.08600514 3002.482 2827.704 3174.090 346.3856
## 790 0.09760514 3002.482 2827.704 3174.090 346.3856
## 791 0.09760514 3002.482 2913.837 3174.090 260.2526
## 792 0.10340514 3002.482 2913.837 3174.090 260.2526
## 793 0.09760514 3002.482 2913.837 3174.090 260.2526
## 794 0.08600514 3002.482 2913.837 3174.090 260.2526
## 795 0.08600514 3002.482 2913.837 3174.090 260.2526
## 796 0.08600514 3002.482 2913.837 3174.090 260.2526
## 797 0.09180514 2916.350 2913.837 3174.090 260.2526
## 798 0.09180514 3002.482 2913.837 3174.090 260.2526
## 799 0.09760514 3002.482 2827.704 3174.090 346.3856
## 800 0.09760514 3002.482 2913.837 3174.090 260.2526
## 801 0.09180514 3002.482 2913.837 3174.090 260.2526
## 802 0.09760514 3002.482 2913.837 3174.090 260.2526
## 803 0.09180514 3002.482 2913.837 3174.090 260.2526
## 804 0.08600514 3002.482 2913.837 3174.090 260.2526
## 805 0.09180514 3002.482 2913.837 3174.090 260.2526
## 806 0.08600514 3002.482 2913.837 3174.090 260.2526
## 807 0.07727406 2938.321 2846.689 3105.697 259.0090
## 808 0.08307406 2938.321 2846.689 3105.697 259.0090
## 809 0.07727406 3024.454 2846.689 3105.697 259.0090
## 810 0.07727406 3024.454 2846.689 3105.697 259.0090
## 811 0.08887406 3024.454 2846.689 3105.697 259.0090
## 812 0.07727406 3024.454 2846.689 3105.697 259.0090
## 813 0.07727406 3024.454 2846.689 3105.697 259.0090
## 814 0.08307406 3024.454 2846.689 3105.697 259.0090
## 815 0.08307406 2938.321 2846.689 3105.697 259.0090
## 816 0.07727406 3024.454 2846.689 3105.697 259.0090
## 817 0.07727406 3024.454 2846.689 3105.697 259.0090
## 818 0.07727406 3024.454 2846.689 3105.697 259.0090
## 819 0.07727406 3024.454 2846.689 3105.697 259.0090
## 820 0.07147406 3024.454 2846.689 3105.697 259.0090
## 821 0.07727406 3024.454 2846.689 3105.697 259.0090
## 822 0.07727406 3024.454 2846.689 3105.697 259.0090
## 823 0.07147406 3024.454 2846.689 3105.697 259.0090
## 824 0.07727406 3024.454 2846.689 3105.697 259.0090
## 825 0.07727406 3024.454 2846.689 3105.697 259.0090
## 826 0.07727406 3024.454 2846.689 3105.697 259.0090
## 827 0.07147406 3024.454 2846.689 3105.697 259.0090
## 828 0.07147406 3024.454 2846.689 3105.697 259.0090
## 829 0.07727406 3024.454 2846.689 3105.697 259.0090
## 830 0.07147406 3024.454 2846.689 3105.697 259.0090
## 831 0.07147406 3024.454 2846.689 3105.697 259.0090
## 832 0.07727406 2938.321 2846.689 3105.697 259.0090
## 833 0.07147406 3024.454 2846.689 3105.697 259.0090
## 834 0.07147406 3024.454 2846.689 3105.697 259.0090
## 835 0.07147406 3024.454 2846.689 3105.697 259.0090
## 836 0.07147406 3024.454 2846.689 3105.697 259.0090
## 837 0.11148567 2930.752 2751.769 3102.705 350.9359
## 838 0.11148567 2930.752 2751.769 3102.705 350.9359
## 839 0.12308567 2930.752 2751.769 3102.705 350.9359
## 840 0.11728567 2930.752 2751.769 3102.705 350.9359
## 841 0.12888567 3016.885 2751.769 3102.705 350.9359
## 842 0.11728567 2930.752 2751.769 3102.705 350.9359
## 843 0.11728567 3016.885 2751.769 3102.705 350.9359
## 844 0.12888567 3016.885 2751.769 3102.705 350.9359
## 845 0.12888567 3016.885 2751.769 3102.705 350.9359
## 846 0.09988567 3016.885 2837.902 3102.705 264.8029
## 847 0.09988567 3016.885 2837.902 3102.705 264.8029
## 848 0.09988567 3016.885 2837.902 3102.705 264.8029
## 849 0.10568567 3016.885 2837.902 3102.705 264.8029
## 850 0.09408567 3016.885 2837.902 3102.705 264.8029
## 851 0.12888567 3016.885 2751.769 3102.705 350.9359
## 852 0.13468567 3016.885 2751.769 3188.838 437.0689
## 853 0.13468567 3016.885 2751.769 3188.838 437.0689
## 854 0.12888567 3016.885 2751.769 3102.705 350.9359
## 855 0.12308567 3016.885 2751.769 3102.705 350.9359
## 856 0.12888567 3016.885 2837.902 3102.705 264.8029
## 857 0.12888567 3016.885 2837.902 3102.705 264.8029
## 858 0.12888567 3016.885 2837.902 3102.705 264.8029
## 859 0.12308567 3016.885 2751.769 3102.705 350.9359
## 860 0.11728567 3016.885 2837.902 3102.705 264.8029
## 861 0.11148567 3016.885 2751.769 3102.705 350.9359
## 862 0.11728567 3016.885 2751.769 3102.705 350.9359
## 863 0.11728567 3016.885 2751.769 3102.705 350.9359
## 864 0.12308567 3016.885 2751.769 3102.705 350.9359
## 865 0.12308567 3016.885 2751.769 3102.705 350.9359
## 866 0.12308567 3016.885 2751.769 3102.705 350.9359
## 867 0.11430490 3069.224 2901.155 3157.915 256.7602
## 868 0.11430490 3069.224 2901.155 3157.915 256.7602
## 869 0.12010490 3069.224 2901.155 3157.915 256.7602
## 870 0.11430490 3069.224 2901.155 3157.915 256.7602
## 871 0.12010490 3069.224 2901.155 3157.915 256.7602
## 872 0.11430490 3069.224 2901.155 3157.915 256.7602
## 873 0.11430490 3069.224 2901.155 3157.915 256.7602
## 874 0.10850490 3069.224 2815.022 3071.782 256.7602
## 875 0.11430490 3069.224 2901.155 3157.915 256.7602
## 876 0.10270490 3069.224 2901.155 3071.782 170.6282
## 877 0.09690490 2896.959 2901.155 3071.782 170.6282
## 878 0.09690490 2983.091 2815.022 3071.782 256.7602
## 879 0.11430490 2983.091 2901.155 3157.915 256.7602
## 880 0.11430490 2983.091 2901.155 3157.915 256.7602
## 881 0.12590490 3069.224 2901.155 3157.915 256.7602
## 882 0.11430490 3069.224 2901.155 3157.915 256.7602
## 883 0.12010490 2896.959 2901.155 3071.782 170.6282
## 884 0.10850490 2983.091 2901.155 3071.782 170.6282
## 885 0.11430490 3069.224 2901.155 3157.915 256.7602
## 886 0.12590490 3069.224 2901.155 3157.915 256.7602
## 887 0.11430490 2983.091 2901.155 3157.915 256.7602
## 888 0.11430490 3069.224 2901.155 3157.915 256.7602
## 889 0.10850490 3069.224 2901.155 3157.915 256.7602
## 890 0.11430490 2983.091 2901.155 3157.915 256.7602
## 891 0.12010490 3069.224 2901.155 3157.915 256.7602
## 892 0.12010490 3069.224 2901.155 3157.915 256.7602
## 893 0.10850490 3069.224 2901.155 3157.915 256.7602
## 894 0.11430490 3069.224 2901.155 3157.915 256.7602
## 895 0.10850490 3069.224 2901.155 3157.915 256.7602
## 896 0.11430490 3069.224 2901.155 3157.915 256.7602
## 897 0.07605530 2965.929 2880.463 3051.274 170.8117
## 898 0.07025530 2965.929 2880.463 3051.274 170.8117
## 899 0.06445530 2965.929 2880.463 3051.274 170.8117
## 900 0.07025530 2965.929 2880.463 3051.274 170.8117
## 901 0.07025530 2965.929 2880.463 3051.274 170.8117
## 902 0.07025530 2965.929 2880.463 3051.274 170.8117
## 903 0.06445530 2965.929 2880.463 3051.274 170.8117
## 904 0.08765530 2965.929 2880.463 3051.274 170.8117
## 905 0.07025530 2965.929 2880.463 3051.274 170.8117
## 906 0.07025530 2965.929 2880.463 3051.274 170.8117
## 907 0.07025530 2965.929 2880.463 3051.274 170.8117
## 908 0.07025530 2965.929 2880.463 3051.274 170.8117
## 909 0.06445530 2965.929 2880.463 3051.274 170.8117
## 910 0.07025530 2965.929 2880.463 3137.407 256.9437
## 911 0.06445530 2965.929 2880.463 3051.274 170.8117
## 912 0.06445530 3052.061 2880.463 3137.407 256.9437
## 913 0.06445530 3052.061 2880.463 3051.274 170.8117
## 914 0.06445530 3052.061 2880.463 3051.274 170.8117
## 915 0.07025530 3052.061 2880.463 3137.407 256.9437
## 916 0.07025530 3052.061 2880.463 3137.407 256.9437
## 917 0.07025530 3052.061 2880.463 3137.407 256.9437
## 918 0.06445530 3052.061 2880.463 3051.274 170.8117
## 919 0.06445530 3052.061 2880.463 3051.274 170.8117
## 920 0.07025530 3052.061 2880.463 3051.274 170.8117
## 921 0.07025530 3052.061 2880.463 3051.274 170.8117
## 922 0.06445530 3052.061 2880.463 3051.274 170.8117
## 923 0.07025530 2965.929 2880.463 3051.274 170.8117
## 924 0.05865530 3052.061 2880.463 3051.274 170.8117
## 925 0.05865530 2965.929 2880.463 3051.274 170.8117
## 926 0.05865530 2965.929 2880.463 3051.274 170.8117
## 927 0.11080107 2905.444 2731.593 2989.172 257.5778
## 928 0.09340107 2819.311 2731.593 2903.039 171.4458
## 929 0.11080107 2905.444 2731.593 2989.172 257.5778
## 930 0.10500107 2905.444 2731.593 2989.172 257.5778
## 931 0.09340107 2819.311 2731.593 2903.039 171.4458
## 932 0.08760107 2819.311 2645.460 2903.039 257.5778
## 933 0.08760107 2819.311 2731.593 2903.039 171.4458
## 934 0.08760107 2819.311 2731.593 2903.039 171.4458
## 935 0.08760107 2819.311 2731.593 2903.039 171.4458
## 936 0.08760107 2819.311 2731.593 2989.172 257.5778
## 937 0.08760107 2819.311 2731.593 2989.172 257.5778
## 938 0.08180107 2819.311 2731.593 2903.039 171.4458
## 939 0.08760107 2819.311 2731.593 2989.172 257.5778
## 940 0.08180107 2819.311 2731.593 2989.172 257.5778
## 941 0.07020107 2819.311 2731.593 2989.172 257.5778
## 942 0.08180107 2819.311 2731.593 2989.172 257.5778
## 943 0.08180107 2819.311 2731.593 2989.172 257.5778
## 944 0.06440107 2905.444 2731.593 2989.172 257.5778
## 945 0.07600107 2905.444 2731.593 2989.172 257.5778
## 946 0.07600107 2819.311 2731.593 2989.172 257.5778
## 947 0.07600107 2905.444 2731.593 2989.172 257.5778
## 948 0.08760107 2905.444 2731.593 2989.172 257.5778
## 949 0.07600107 2819.311 2731.593 2989.172 257.5778
## 950 0.06440107 2819.311 2731.593 2989.172 257.5778
## 951 0.07020107 2819.311 2731.593 2989.172 257.5778
## 952 0.07020107 2819.311 2731.593 2989.172 257.5778
## 953 0.08180107 2819.311 2731.593 2989.172 257.5778
## 954 0.08180107 2819.311 2731.593 2989.172 257.5778
## 955 0.07020107 2819.311 2731.593 2903.039 171.4458
## 956 0.06440107 2819.311 2731.593 2903.039 171.4458
## 957 0.07275550 2878.360 2791.110 2963.036 171.9264
## 958 0.13075550 2878.360 2704.977 2963.036 258.0584
## 959 0.13075550 2878.360 2704.977 3049.168 344.1914
## 960 0.13655550 2878.360 2704.977 3049.168 344.1914
## 961 0.09015550 2878.360 2704.977 2963.036 258.0584
## 962 0.10175550 2964.493 2704.977 2963.036 258.0584
## 963 0.13075550 2964.493 2704.977 3049.168 344.1914
## 964 0.14235550 2878.360 2704.977 3049.168 344.1914
## 965 0.13075550 2878.360 2704.977 3049.168 344.1914
## 966 0.13075550 2878.360 2704.977 3049.168 344.1914
## 967 0.13075550 2878.360 2704.977 3049.168 344.1914
## 968 0.13075550 2878.360 2704.977 3049.168 344.1914
## 969 0.13075550 2878.360 2704.977 3049.168 344.1914
## 970 0.13075550 2878.360 2704.977 3049.168 344.1914
## 971 0.12495550 2706.094 2704.977 3049.168 344.1914
## 972 0.13075550 2964.493 2704.977 3049.168 344.1914
## 973 0.13655550 2964.493 2704.977 3049.168 344.1914
## 974 0.13655550 2964.493 2704.977 3049.168 344.1914
## 975 0.13075550 2964.493 2704.977 3049.168 344.1914
## 976 0.13655550 2706.094 2704.977 3049.168 344.1914
## 977 0.13655550 2964.493 2704.977 3049.168 344.1914
## 978 0.13075550 2878.360 2704.977 3049.168 344.1914
## 979 0.10755550 2792.227 2704.977 2963.036 258.0584
## 980 0.12495550 2878.360 2704.977 2963.036 258.0584
## 981 0.12495550 2706.094 2704.977 2963.036 258.0584
## 982 0.13075550 2878.360 2618.844 2963.036 344.1914
## 983 0.13655550 2878.360 2704.977 2963.036 258.0584
## 984 0.13075550 2878.360 2704.977 3049.168 344.1914
## 985 0.12495550 2706.094 2704.977 2963.036 258.0584
## 986 0.13075550 2878.360 2704.977 3049.168 344.1914
## 987 0.12892955 2951.810 2770.909 3036.274 265.3642
## 988 0.13472955 2951.810 2684.776 3036.274 351.4972
## 989 0.12892955 2951.810 2684.776 3036.274 351.4972
## 990 0.11732955 2951.810 2684.776 3036.274 351.4972
## 991 0.11732955 2951.810 2684.776 3036.274 351.4972
## 992 0.12892955 2951.810 2770.909 3036.274 265.3642
## 993 0.12312955 2951.810 2770.909 3036.274 265.3642
## 994 0.11152955 2951.810 2770.909 3036.274 265.3642
## 995 0.12312955 2951.810 2770.909 3036.274 265.3642
## 996 0.12312955 2865.678 2770.909 3036.274 265.3642
## 997 0.12312955 2951.810 2770.909 3036.274 265.3642
## 998 0.13472955 2865.678 2770.909 3036.274 265.3642
## 999 0.12892955 2865.678 2770.909 3036.274 265.3642
## 1000 0.12312955 2865.678 2770.909 3036.274 265.3642
## 1001 0.12312955 2865.678 2770.909 3036.274 265.3642
## 1002 0.12312955 2865.678 2770.909 3036.274 265.3642
## 1003 0.12312955 2865.678 2770.909 3036.274 265.3642
## 1004 0.12312955 2865.678 2770.909 3036.274 265.3642
## 1005 0.12312955 2865.678 2770.909 3036.274 265.3642
## 1006 0.12892955 2865.678 2770.909 3036.274 265.3642
## 1007 0.12892955 2865.678 2770.909 3036.274 265.3642
## 1008 0.12892955 2865.678 2770.909 3122.407 351.4972
## 1009 0.12892955 2865.678 2770.909 3036.274 265.3642
## 1010 0.12312955 2865.678 2770.909 3036.274 265.3642
## 1011 0.11732955 2865.678 2770.909 3036.274 265.3642
## 1012 0.12312955 2865.678 2770.909 3036.274 265.3642
## 1013 0.12892955 2865.678 2770.909 3036.274 265.3642
## 1014 0.12312955 2865.678 2770.909 3036.274 265.3642
## 1015 0.11732955 2865.678 2770.909 3036.274 265.3642
## 1016 0.11732955 2865.678 2770.909 3036.274 265.3642
## 1017 0.09497397 2826.540 2731.360 2909.518 178.1573
## 1018 0.10077397 2912.673 2731.360 2995.650 264.2893
## 1019 0.10077397 2912.673 2731.360 2995.650 264.2893
## 1020 0.10077397 2912.673 2817.493 2995.650 178.1573
## 1021 0.10077397 2912.673 2817.493 2995.650 178.1573
## 1022 0.10077397 2912.673 2731.360 2995.650 264.2893
## 1023 0.10077397 2912.673 2817.493 2995.650 178.1573
## 1024 0.09497397 2826.540 2731.360 2909.518 178.1573
## 1025 0.09497397 2912.673 2817.493 2995.650 178.1573
## 1026 0.09497397 2826.540 2731.360 2909.518 178.1573
## 1027 0.09497397 2912.673 2817.493 2995.650 178.1573
## 1028 0.10077397 2912.673 2731.360 2995.650 264.2893
## 1029 0.09497397 2912.673 2731.360 2995.650 264.2893
## 1030 0.09497397 2912.673 2817.493 2995.650 178.1573
## 1031 0.09497397 2912.673 2817.493 2995.650 178.1573
## 1032 0.10077397 2912.673 2817.493 2995.650 178.1573
## 1033 0.10077397 2912.673 2817.493 2995.650 178.1573
## 1034 0.10077397 2912.673 2817.493 2995.650 178.1573
## 1035 0.09497397 2912.673 2817.493 2995.650 178.1573
## 1036 0.10077397 2912.673 2817.493 2995.650 178.1573
## 1037 0.09497397 2912.673 2817.493 2995.650 178.1573
## 1038 0.10657397 2912.673 2817.493 2995.650 178.1573
## 1039 0.10657397 2912.673 2817.493 2995.650 178.1573
## 1040 0.10077397 2912.673 2817.493 2995.650 178.1573
## 1041 0.10077397 2912.673 2817.493 2995.650 178.1573
## 1042 0.09497397 2912.673 2817.493 2995.650 178.1573
## 1043 0.10077397 2912.673 2817.493 2995.650 178.1573
## 1044 0.10657397 2912.673 2817.493 2995.650 178.1573
## 1045 0.09497397 2912.673 2731.360 2909.518 178.1573
## 1046 0.10077397 2912.673 2731.360 2995.650 264.2893
## 1047 0.12095716 3007.238 2736.910 3088.831 351.9210
## 1048 0.12095716 3007.238 2736.910 3088.831 351.9210
## 1049 0.12095716 3007.238 2736.910 3088.831 351.9210
## 1050 0.12095716 3007.238 2736.910 3088.831 351.9210
## 1051 0.12095716 3007.238 2736.910 3088.831 351.9210
## 1052 0.12675716 3007.238 2736.910 3088.831 351.9210
## 1053 0.12675716 3007.238 2736.910 3088.831 351.9210
## 1054 0.12675716 3007.238 2736.910 3002.698 265.7880
## 1055 0.11515716 2921.106 2736.910 3002.698 265.7880
## 1056 0.11515716 2921.106 2650.777 3002.698 351.9210
## 1057 0.10935716 2834.973 2650.777 2916.566 265.7880
## 1058 0.11515716 2921.106 2650.777 3002.698 351.9210
## 1059 0.11515716 2834.973 2650.777 2916.566 265.7880
## 1060 0.10935716 2921.106 2650.777 3002.698 351.9210
## 1061 0.11515716 2921.106 2650.777 3002.698 351.9210
## 1062 0.11515716 2921.106 2650.777 3002.698 351.9210
## 1063 0.11515716 2921.106 2650.777 3002.698 351.9210
## 1064 0.11515716 2921.106 2650.777 3002.698 351.9210
## 1065 0.11515716 2921.106 2650.777 3002.698 351.9210
## 1066 0.11515716 2921.106 2650.777 3002.698 351.9210
## 1067 0.11515716 2921.106 2650.777 2916.566 265.7880
## 1068 0.10355716 2921.106 2650.777 2916.566 265.7880
## 1069 0.10935716 2921.106 2650.777 3002.698 351.9210
## 1070 0.10935716 2921.106 2650.777 3002.698 351.9210
## 1071 0.10355716 2921.106 2650.777 3002.698 351.9210
## 1072 0.10935716 2921.106 2650.777 3002.698 351.9210
## 1073 0.10935716 2921.106 2736.910 3002.698 265.7880
## 1074 0.10355716 2921.106 2736.910 3002.698 265.7880
## 1075 0.10355716 2921.106 2650.777 3002.698 351.9210
## 1076 0.11515716 2921.106 2650.777 3002.698 351.9210
## 1077 0.12423086 2648.189 2548.919 2729.710 180.7908
## 1078 0.13003086 2648.189 2548.919 2729.710 180.7908
## 1079 0.13583086 2648.189 2548.919 2815.843 266.9228
## 1080 0.13583086 2648.189 2548.919 2815.843 266.9228
## 1081 0.14163086 2648.189 2548.919 2815.843 266.9228
## 1082 0.13583086 2648.189 2548.919 2815.843 266.9228
## 1083 0.13583086 2648.189 2548.919 2815.843 266.9228
## 1084 0.14743086 2648.189 2548.919 2815.843 266.9228
## 1085 0.14743086 2648.189 2548.919 2815.843 266.9228
## 1086 0.14163086 2648.189 2548.919 2815.843 266.9228
## 1087 0.14163086 2648.189 2548.919 2815.843 266.9228
## 1088 0.14743086 2648.189 2548.919 2815.843 266.9228
## 1089 0.14163086 2648.189 2548.919 2815.843 266.9228
## 1090 0.14743086 2648.189 2548.919 2815.843 266.9228
## 1091 0.13583086 2648.189 2548.919 2815.843 266.9228
## 1092 0.14163086 2648.189 2548.919 2815.843 266.9228
## 1093 0.14743086 2648.189 2548.919 2815.843 266.9228
## 1094 0.14743086 2648.189 2548.919 2815.843 266.9228
## 1095 0.14163086 2648.189 2548.919 2815.843 266.9228
## 1096 0.14163086 2648.189 2548.919 2815.843 266.9228
## 1097 0.14743086 2648.189 2548.919 2815.843 266.9228
## 1098 0.14163086 2648.189 2548.919 2815.843 266.9228
## 1099 0.14743086 2648.189 2548.919 2815.843 266.9228
## 1100 0.14743086 2820.455 2548.919 2901.976 353.0558
## 1101 0.14163086 2648.189 2548.919 2815.843 266.9228
## 1102 0.14163086 2648.189 2548.919 2901.976 353.0558
## 1103 0.14163086 2648.189 2548.919 2815.843 266.9228
## 1104 0.14743086 2648.189 2548.919 2815.843 266.9228
## 1105 0.14163086 2648.189 2548.919 2901.976 353.0558
## 1106 0.14163086 2648.189 2548.919 2815.843 266.9228
## 1107 0.11435470 2935.169 2839.728 3105.966 266.2379
## 1108 0.11435470 2935.169 2839.728 3192.099 352.3709
## 1109 0.11435470 2935.169 2839.728 3192.099 352.3709
## 1110 0.12015470 2935.169 2925.860 3192.099 266.2379
## 1111 0.12015470 2935.169 2925.860 3192.099 266.2379
## 1112 0.11435470 3021.302 2925.860 3192.099 266.2379
## 1113 0.10855470 3021.302 2925.860 3192.099 266.2379
## 1114 0.12015470 3107.435 2925.860 3192.099 266.2379
## 1115 0.11435470 3021.302 2925.860 3192.099 266.2379
## 1116 0.12015470 3021.302 2925.860 3192.099 266.2379
## 1117 0.12015470 3021.302 2925.860 3192.099 266.2379
## 1118 0.12015470 3107.435 2925.860 3192.099 266.2379
## 1119 0.11435470 3107.435 2925.860 3192.099 266.2379
## 1120 0.11435470 3107.435 2925.860 3192.099 266.2379
## 1121 0.11435470 3107.435 2925.860 3192.099 266.2379
## 1122 0.12595470 3107.435 2925.860 3192.099 266.2379
## 1123 0.11435470 3107.435 2925.860 3192.099 266.2379
## 1124 0.12015470 3107.435 2925.860 3278.232 352.3709
## 1125 0.12015470 3107.435 3011.993 3192.099 180.1059
## 1126 0.12015470 3107.435 3011.993 3192.099 180.1059
## 1127 0.11435470 3107.435 3011.993 3278.232 266.2379
## 1128 0.11435470 3107.435 3011.993 3278.232 266.2379
## 1129 0.11435470 3107.435 3011.993 3278.232 266.2379
## 1130 0.11435470 3107.435 3011.993 3278.232 266.2379
## 1131 0.11435470 3107.435 3011.993 3278.232 266.2379
## 1132 0.11435470 3107.435 3011.993 3278.232 266.2379
## 1133 0.10855470 3107.435 3011.993 3192.099 180.1059
## 1134 0.11435470 3107.435 2925.860 3278.232 352.3709
## 1135 0.10855470 3107.435 2925.860 3192.099 266.2379
## 1136 0.11435470 3107.435 2925.860 3192.099 266.2379
## 1137 0.10662398 2933.444 2750.235 3015.081 264.8461
## 1138 0.11242398 2933.444 2750.235 3015.081 264.8461
## 1139 0.11242398 2933.444 2750.235 3015.081 264.8461
## 1140 0.11242398 2933.444 2750.235 3015.081 264.8461
## 1141 0.11242398 2933.444 2750.235 3015.081 264.8461
## 1142 0.11242398 2933.444 2750.235 3015.081 264.8461
## 1143 0.11242398 2933.444 2836.368 3015.081 178.7141
## 1144 0.11242398 2933.444 2836.368 3015.081 178.7141
## 1145 0.11242398 2933.444 2836.368 3015.081 178.7141
## 1146 0.11242398 2933.444 2836.368 3015.081 178.7141
## 1147 0.10662398 2933.444 2836.368 3015.081 178.7141
## 1148 0.10662398 2933.444 2836.368 3015.081 178.7141
## 1149 0.11242398 3019.576 2836.368 3101.214 264.8461
## 1150 0.10662398 3019.576 2836.368 3101.214 264.8461
## 1151 0.10662398 3019.576 2836.368 3101.214 264.8461
## 1152 0.10662398 3019.576 2836.368 3101.214 264.8461
## 1153 0.11242398 3019.576 2836.368 3101.214 264.8461
## 1154 0.11242398 3019.576 2836.368 3101.214 264.8461
## 1155 0.11242398 3019.576 2836.368 3101.214 264.8461
## 1156 0.11242398 3019.576 2836.368 3101.214 264.8461
## 1157 0.11242398 3019.576 2836.368 3101.214 264.8461
## 1158 0.10662398 3019.576 2836.368 3101.214 264.8461
## 1159 0.10662398 3019.576 2836.368 3101.214 264.8461
## 1160 0.11242398 3019.576 2836.368 3101.214 264.8461
## 1161 0.10662398 3019.576 2836.368 3101.214 264.8461
## 1162 0.10662398 3019.576 2922.501 3101.214 178.7141
## 1163 0.10082398 3019.576 2922.501 3101.214 178.7141
## 1164 0.11242398 3019.576 2922.501 3101.214 178.7141
## 1165 0.10662398 3019.576 2922.501 3101.214 178.7141
## 1166 0.11242398 3019.576 2922.501 3101.214 178.7141
## 1167 0.14262508 2797.044 2699.107 2965.886 266.7792
## 1168 0.13682508 2797.044 2699.107 2965.886 266.7792
## 1169 0.14262508 2797.044 2699.107 2965.886 266.7792
## 1170 0.13682508 2797.044 2699.107 2965.886 266.7792
## 1171 0.13682508 2797.044 2699.107 2965.886 266.7792
## 1172 0.14262508 2797.044 2785.240 2965.886 180.6472
## 1173 0.13682508 2797.044 2699.107 2965.886 266.7792
## 1174 0.13682508 2797.044 2785.240 2965.886 180.6472
## 1175 0.13682508 2797.044 2785.240 3052.019 266.7792
## 1176 0.14262508 2797.044 2699.107 2965.886 266.7792
## 1177 0.14262508 2797.044 2699.107 2965.886 266.7792
## 1178 0.14262508 2797.044 2699.107 2965.886 266.7792
## 1179 0.14842508 2797.044 2699.107 2965.886 266.7792
## 1180 0.14262508 2797.044 2699.107 2965.886 266.7792
## 1181 0.13682508 2797.044 2699.107 2965.886 266.7792
## 1182 0.13682508 2797.044 2699.107 2965.886 266.7792
## 1183 0.14262508 2797.044 2699.107 2965.886 266.7792
## 1184 0.13682508 2797.044 2699.107 2965.886 266.7792
## 1185 0.13102508 2797.044 2699.107 2965.886 266.7792
## 1186 0.13682508 2797.044 2699.107 2965.886 266.7792
## 1187 0.13682508 2797.044 2699.107 2965.886 266.7792
## 1188 0.13682508 2797.044 2699.107 2965.886 266.7792
## 1189 0.13682508 2797.044 2699.107 2965.886 266.7792
## 1190 0.14262508 2797.044 2785.240 3052.019 266.7792
## 1191 0.14262508 2797.044 2699.107 2965.886 266.7792
## 1192 0.14842508 2797.044 2699.107 2965.886 266.7792
## 1193 0.14262508 2797.044 2699.107 2965.886 266.7792
## 1194 0.13682508 2797.044 2699.107 2965.886 266.7792
## 1195 0.14842508 2797.044 2699.107 2965.886 266.7792
## 1196 0.14842508 2797.044 2699.107 2965.886 266.7792
## 1197 0.09284208 2908.370 2809.596 2992.461 182.8660
## 1198 0.09864208 2908.370 2809.596 2992.461 182.8660
## 1199 0.09864208 2908.370 2809.596 2992.461 182.8660
## 1200 0.09864208 2908.370 2809.596 2992.461 182.8660
## 1201 0.09284208 2908.370 2809.596 2992.461 182.8660
## 1202 0.09864208 2908.370 2809.596 2992.461 182.8660
## 1203 0.09284208 2908.370 2809.596 2992.461 182.8660
## 1204 0.09864208 2908.370 2809.596 2992.461 182.8660
## 1205 0.10444208 2994.503 2809.596 3078.594 268.9980
## 1206 0.09864208 2908.370 2809.596 2992.461 182.8660
## 1207 0.09284208 2908.370 2809.596 2992.461 182.8660
## 1208 0.09864208 2908.370 2809.596 2992.461 182.8660
## 1209 0.09864208 2994.503 2809.596 3078.594 268.9980
## 1210 0.09864208 2994.503 2809.596 3078.594 268.9980
## 1211 0.10444208 2994.503 2809.596 3078.594 268.9980
## 1212 0.09864208 2908.370 2809.596 2992.461 182.8660
## 1213 0.10444208 2994.503 2809.596 3078.594 268.9980
## 1214 0.09284208 2908.370 2809.596 2992.461 182.8660
## 1215 0.10444208 2994.503 2809.596 2992.461 182.8660
## 1216 0.09864208 2908.370 2809.596 2992.461 182.8660
## 1217 0.09864208 2908.370 2809.596 2992.461 182.8660
## 1218 0.09284208 2908.370 2809.596 2992.461 182.8660
## 1219 0.09864208 2908.370 2809.596 2992.461 182.8660
## 1220 0.09864208 2994.503 2809.596 3078.594 268.9980
## 1221 0.09864208 2994.503 2809.596 2992.461 182.8660
## 1222 0.09284208 2994.503 2809.596 2992.461 182.8660
## 1223 0.09864208 2994.503 2809.596 2992.461 182.8660
## 1224 0.09864208 2994.503 2809.596 3078.594 268.9980
## 1225 0.10444208 2994.503 2809.596 3078.594 268.9980
## 1226 0.09284208 2994.503 2809.596 3078.594 268.9980
## 1227 0.11379411 2938.665 2753.941 3019.552 265.6114
## 1228 0.11959411 2938.665 2753.941 3105.685 351.7444
## 1229 0.11379411 2938.665 2753.941 3019.552 265.6114
## 1230 0.11379411 2938.665 2753.941 3019.552 265.6114
## 1231 0.11379411 2938.665 2753.941 3019.552 265.6114
## 1232 0.10799411 2938.665 2753.941 3019.552 265.6114
## 1233 0.10799411 2938.665 2753.941 3019.552 265.6114
## 1234 0.09059411 2938.665 2753.941 3019.552 265.6114
## 1235 0.09059411 2938.665 2753.941 3019.552 265.6114
## 1236 0.09059411 2938.665 2753.941 3019.552 265.6114
## 1237 0.09059411 2938.665 2753.941 3019.552 265.6114
## 1238 0.09059411 2938.665 2753.941 3019.552 265.6114
## 1239 0.09059411 2938.665 2753.941 3019.552 265.6114
## 1240 0.09059411 2938.665 2753.941 3019.552 265.6114
## 1241 0.09059411 2938.665 2753.941 3019.552 265.6114
## 1242 0.09059411 2938.665 2753.941 3019.552 265.6114
## 1243 0.09639411 2938.665 2753.941 3019.552 265.6114
## 1244 0.09639411 2938.665 2753.941 3019.552 265.6114
## 1245 0.10219411 2938.665 2753.941 3019.552 265.6114
## 1246 0.10219411 2938.665 2753.941 3019.552 265.6114
## 1247 0.10799411 2938.665 2753.941 3019.552 265.6114
## 1248 0.11379411 2938.665 2753.941 3019.552 265.6114
## 1249 0.09639411 2938.665 2753.941 3019.552 265.6114
## 1250 0.10219411 2938.665 2753.941 3019.552 265.6114
## 1251 0.11379411 2938.665 2753.941 3019.552 265.6114
## 1252 0.10219411 2938.665 2753.941 3019.552 265.6114
## 1253 0.09639411 2938.665 2753.941 3019.552 265.6114
## 1254 0.10219411 2938.665 2753.941 3019.552 265.6114
## 1255 0.10219411 2938.665 2753.941 3019.552 265.6114
## 1256 0.10219411 2938.665 2753.941 3019.552 265.6114
## 1257 0.10731460 2889.888 2787.303 3056.691 269.3881
## 1258 0.10731460 2889.888 2787.303 3056.691 269.3881
## 1259 0.10731460 2889.888 2787.303 3056.691 269.3881
## 1260 0.10731460 2889.888 2787.303 3142.824 355.5211
## 1261 0.11311460 3062.153 2873.436 3142.824 269.3881
## 1262 0.10731460 2976.020 2873.436 3142.824 269.3881
## 1263 0.10731460 2976.020 2873.436 3142.824 269.3881
## 1264 0.10151460 2976.020 2873.436 3142.824 269.3881
## 1265 0.11311460 2976.020 2873.436 3142.824 269.3881
## 1266 0.11311460 3062.153 2873.436 3142.824 269.3881
## 1267 0.11311460 2976.020 2873.436 3142.824 269.3881
## 1268 0.11311460 3062.153 2873.436 3142.824 269.3881
## 1269 0.11311460 2976.020 2873.436 3142.824 269.3881
## 1270 0.10731460 2976.020 2873.436 3142.824 269.3881
## 1271 0.11311460 3062.153 2873.436 3142.824 269.3881
## 1272 0.10731460 2976.020 2873.436 3142.824 269.3881
## 1273 0.10731460 3062.153 2873.436 3142.824 269.3881
## 1274 0.10731460 3062.153 2873.436 3142.824 269.3881
## 1275 0.10731460 2976.020 2873.436 3142.824 269.3881
## 1276 0.10151460 2976.020 2873.436 3142.824 269.3881
## 1277 0.10151460 2976.020 2873.436 3142.824 269.3881
## 1278 0.10731460 2976.020 2873.436 3142.824 269.3881
## 1279 0.11311460 2976.020 2873.436 3142.824 269.3881
## 1280 0.11311460 3062.153 2873.436 3142.824 269.3881
## 1281 0.10731460 2976.020 2873.436 3142.824 269.3881
## 1282 0.10151460 2976.020 2873.436 3142.824 269.3881
## 1283 0.10731460 3062.153 2873.436 3142.824 269.3881
## 1284 0.10731460 2976.020 2873.436 3142.824 269.3881
## 1285 0.10151460 3062.153 2873.436 3142.824 269.3881
## 1286 0.10151460 3062.153 2873.436 3142.824 269.3881
## 1287 0.10709609 2825.220 2729.759 2994.255 264.4959
## 1288 0.11869609 2825.220 2815.892 2994.255 178.3639
## 1289 0.11869609 2825.220 2815.892 3080.388 264.4959
## 1290 0.10709609 2825.220 2729.759 2994.255 264.4959
## 1291 0.11289609 2911.353 2815.892 3080.388 264.4959
## 1292 0.11869609 2825.220 2729.759 3080.388 350.6289
## 1293 0.11289609 2911.353 2815.892 3080.388 264.4959
## 1294 0.11289609 2825.220 2815.892 2994.255 178.3639
## 1295 0.11869609 2825.220 2729.759 2994.255 264.4959
## 1296 0.11289609 2825.220 2815.892 2994.255 178.3639
## 1297 0.11289609 2911.353 2815.892 2994.255 178.3639
## 1298 0.11289609 2911.353 2815.892 3080.388 264.4959
## 1299 0.11289609 2825.220 2729.759 2994.255 264.4959
## 1300 0.10709609 2911.353 2815.892 2994.255 178.3639
## 1301 0.10129609 2911.353 2815.892 2994.255 178.3639
## 1302 0.10709609 2911.353 2815.892 2994.255 178.3639
## 1303 0.10129609 2825.220 2729.759 2994.255 264.4959
## 1304 0.10129609 2911.353 2815.892 2994.255 178.3639
## 1305 0.09549609 2911.353 2815.892 2994.255 178.3639
## 1306 0.10129609 2825.220 2729.759 2994.255 264.4959
## 1307 0.10129609 2911.353 2815.892 2994.255 178.3639
## 1308 0.09549609 2825.220 2729.759 2994.255 264.4959
## 1309 0.09549609 2911.353 2815.892 2994.255 178.3639
## 1310 0.08969609 2911.353 2815.892 2994.255 178.3639
## 1311 0.08969609 2911.353 2815.892 2994.255 178.3639
## 1312 0.10129609 2911.353 2815.892 3080.388 264.4959
## 1313 0.09549609 2911.353 2815.892 2994.255 178.3639
## 1314 0.09549609 2825.220 2729.759 2994.255 264.4959
## 1315 0.10129609 2911.353 2815.892 3080.388 264.4959
## 1316 0.09549609 2911.353 2815.892 2994.255 178.3639
## 1317 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1318 0.13818549 2756.873 2744.356 3010.271 265.9154
## 1319 0.14398549 2929.139 2744.356 3010.271 265.9154
## 1320 0.14398549 2929.139 2744.356 3010.271 265.9154
## 1321 0.14398549 2929.139 2744.356 3010.271 265.9154
## 1322 0.14978549 2929.139 2744.356 3010.271 265.9154
## 1323 0.14398549 2929.139 2744.356 3010.271 265.9154
## 1324 0.14398549 2929.139 2744.356 3010.271 265.9154
## 1325 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1326 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1327 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1328 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1329 0.14398549 2843.006 2744.356 3010.271 265.9154
## 1330 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1331 0.14398549 2929.139 2744.356 3010.271 265.9154
## 1332 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1333 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1334 0.13238549 2929.139 2744.356 3010.271 265.9154
## 1335 0.13818549 2843.006 2744.356 3010.271 265.9154
## 1336 0.13818549 2843.006 2744.356 3010.271 265.9154
## 1337 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1338 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1339 0.13818549 2843.006 2744.356 3010.271 265.9154
## 1340 0.14398549 2843.006 2744.356 3010.271 265.9154
## 1341 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1342 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1343 0.13818549 2843.006 2744.356 3010.271 265.9154
## 1344 0.13238549 2929.139 2744.356 3010.271 265.9154
## 1345 0.13818549 2929.139 2744.356 3010.271 265.9154
## 1346 0.13818549 2843.006 2744.356 3010.271 265.9154
## 1347 0.12369850 2850.926 2748.165 2932.622 184.4584
## 1348 0.12369850 2850.926 2748.165 2932.622 184.4584
## 1349 0.12369850 2850.926 2748.165 2932.622 184.4584
## 1350 0.14109850 2937.058 2748.165 3018.755 270.5904
## 1351 0.12949850 2937.058 2748.165 3018.755 270.5904
## 1352 0.14689850 2937.058 2748.165 3018.755 270.5904
## 1353 0.14109850 2937.058 2748.165 3018.755 270.5904
## 1354 0.13529850 2937.058 2748.165 3018.755 270.5904
## 1355 0.14109850 2937.058 2748.165 3018.755 270.5904
## 1356 0.13529850 2937.058 2748.165 3018.755 270.5904
## 1357 0.13529850 2937.058 2748.165 3018.755 270.5904
## 1358 0.11789850 2850.926 2748.165 2932.622 184.4584
## 1359 0.14689850 2937.058 2748.165 3018.755 270.5904
## 1360 0.14109850 2937.058 2748.165 3018.755 270.5904
## 1361 0.14109850 2937.058 2748.165 3018.755 270.5904
## 1362 0.14109850 2937.058 2748.165 3018.755 270.5904
## 1363 0.14109850 2937.058 2748.165 3018.755 270.5904
## 1364 0.12369850 2850.926 2748.165 2932.622 184.4584
## 1365 0.14109850 2937.058 2748.165 3018.755 270.5904
## 1366 0.12369850 2850.926 2748.165 2932.622 184.4584
## 1367 0.13529850 2937.058 2748.165 3018.755 270.5904
## 1368 0.11209850 2850.926 2748.165 2932.622 184.4584
## 1369 0.14109850 2937.058 2748.165 3018.755 270.5904
## 1370 0.14109850 2937.058 2748.165 3018.755 270.5904
## 1371 0.14689850 2937.058 2748.165 3018.755 270.5904
## 1372 0.14689850 2937.058 2748.165 3018.755 270.5904
## 1373 0.14689850 2937.058 2748.165 3018.755 270.5904
## 1374 0.14689850 2937.058 2748.165 3018.755 270.5904
## 1375 0.13529850 2937.058 2748.165 3018.755 270.5904
## 1376 0.14109850 2937.058 2748.165 3018.755 270.5904
## 1377 0.09378038 2911.061 2721.930 2990.971 269.0413
## 1378 0.09958038 2911.061 2721.930 2990.971 269.0413
## 1379 0.09378038 2911.061 2721.930 2990.971 269.0413
## 1380 0.09378038 2911.061 2721.930 2990.971 269.0413
## 1381 0.09378038 2824.928 2721.930 2990.971 269.0413
## 1382 0.09378038 2911.061 2721.930 2990.971 269.0413
## 1383 0.09378038 2911.061 2721.930 2990.971 269.0413
## 1384 0.09378038 2911.061 2721.930 2990.971 269.0413
## 1385 0.09378038 2911.061 2721.930 2990.971 269.0413
## 1386 0.09378038 2824.928 2721.930 2990.971 269.0413
## 1387 0.09378038 2824.928 2721.930 2990.971 269.0413
## 1388 0.09378038 2911.061 2721.930 2990.971 269.0413
## 1389 0.08798038 2911.061 2808.063 2990.971 182.9093
## 1390 0.09378038 2824.928 2721.930 2990.971 269.0413
## 1391 0.09378038 2824.928 2721.930 2990.971 269.0413
## 1392 0.09378038 2824.928 2721.930 2990.971 269.0413
## 1393 0.09378038 2911.061 2721.930 3077.104 355.1743
## 1394 0.09378038 2911.061 2721.930 3077.104 355.1743
## 1395 0.08798038 2824.928 2721.930 2990.971 269.0413
## 1396 0.09378038 2824.928 2721.930 3077.104 355.1743
## 1397 0.08798038 2824.928 2721.930 3077.104 355.1743
## 1398 0.08798038 2997.193 2721.930 3077.104 355.1743
## 1399 0.08798038 2997.193 2721.930 3077.104 355.1743
## 1400 0.08798038 2824.928 2721.930 2990.971 269.0413
## 1401 0.09958038 2997.193 2721.930 2990.971 269.0413
## 1402 0.09958038 2824.928 2721.930 3077.104 355.1743
## 1403 0.09378038 2911.061 2808.063 2990.971 182.9093
## 1404 0.09958038 2911.061 2721.930 2990.971 269.0413
## 1405 0.09378038 2824.928 2721.930 2990.971 269.0413
## 1406 0.10538038 2997.193 2721.930 3077.104 355.1743
## 1407 0.09692912 3016.938 2923.080 3272.197 349.1173
## 1408 0.09112912 3016.938 2923.080 3186.064 262.9843
## 1409 0.09112912 3016.938 2923.080 3272.197 349.1173
## 1410 0.09692912 3016.938 2923.080 3272.197 349.1173
## 1411 0.09112912 3016.938 2923.080 3272.197 349.1173
## 1412 0.09692912 3016.938 2923.080 3272.197 349.1173
## 1413 0.09112912 3016.938 2923.080 3186.064 262.9843
## 1414 0.09692912 3016.938 2923.080 3272.197 349.1173
## 1415 0.09692912 3016.938 2923.080 3272.197 349.1173
## 1416 0.09112912 3016.938 2923.080 3186.064 262.9843
## 1417 0.09692912 3016.938 3009.212 3272.197 262.9843
## 1418 0.09692912 3016.938 2923.080 3272.197 349.1173
## 1419 0.09692912 3016.938 2923.080 3272.197 349.1173
## 1420 0.09692912 3016.938 2923.080 3186.064 262.9843
## 1421 0.09112912 3016.938 2923.080 3186.064 262.9843
## 1422 0.09692912 3016.938 2923.080 3186.064 262.9843
## 1423 0.09692912 3016.938 2923.080 3272.197 349.1173
## 1424 0.09112912 3016.938 2923.080 3272.197 349.1173
## 1425 0.09692912 3016.938 2923.080 3272.197 349.1173
## 1426 0.09112912 3016.938 2923.080 3186.064 262.9843
## 1427 0.09112912 3016.938 2923.080 3186.064 262.9843
## 1428 0.09112912 3016.938 2923.080 3186.064 262.9843
## 1429 0.09112912 3016.938 2923.080 3272.197 349.1173
## 1430 0.09692912 3016.938 3009.212 3272.197 262.9843
## 1431 0.09112912 3016.938 2923.080 3186.064 262.9843
## 1432 0.09112912 3016.938 2923.080 3272.197 349.1173
## 1433 0.09692912 3016.938 2923.080 3272.197 349.1173
## 1434 0.09112912 3016.938 3009.212 3186.064 176.8523
## 1435 0.09112912 3016.938 2923.080 3272.197 349.1173
## 1436 0.09112912 3016.938 3009.212 3272.197 262.9843
## 1437 0.10093900 3065.601 2966.414 3236.085 269.6697
## 1438 0.10673900 3065.601 2966.414 3236.085 269.6697
## 1439 0.11833900 3065.601 3052.547 3236.085 183.5377
## 1440 0.11833900 3065.601 2966.414 3236.085 269.6697
## 1441 0.11833900 3065.601 3052.547 3322.217 269.6697
## 1442 0.11833900 3065.601 3052.547 3322.217 269.6697
## 1443 0.11833900 3151.734 3052.547 3322.217 269.6697
## 1444 0.11253900 3151.734 3052.547 3322.217 269.6697
## 1445 0.11833900 3151.734 3052.547 3322.217 269.6697
## 1446 0.11253900 3151.734 3052.547 3322.217 269.6697
## 1447 0.11253900 3151.734 3052.547 3322.217 269.6697
## 1448 0.11253900 3151.734 3052.547 3322.217 269.6697
## 1449 0.11833900 3151.734 3052.547 3322.217 269.6697
## 1450 0.11253900 3151.734 3052.547 3322.217 269.6697
## 1451 0.11833900 3151.734 3052.547 3322.217 269.6697
## 1452 0.11253900 3151.734 3052.547 3322.217 269.6697
## 1453 0.11253900 3151.734 3052.547 3322.217 269.6697
## 1454 0.11253900 3151.734 3052.547 3322.217 269.6697
## 1455 0.11253900 3151.734 3052.547 3322.217 269.6697
## 1456 0.11833900 3151.734 3052.547 3322.217 269.6697
## 1457 0.11833900 3151.734 3052.547 3322.217 269.6697
## 1458 0.10673900 3151.734 3052.547 3322.217 269.6697
## 1459 0.10093900 3151.734 3052.547 3322.217 269.6697
## 1460 0.10673900 3151.734 3052.547 3322.217 269.6697
## 1461 0.10673900 3151.734 3052.547 3322.217 269.6697
## 1462 0.10673900 3151.734 3052.547 3322.217 269.6697
## 1463 0.11253900 3151.734 3052.547 3322.217 269.6697
## 1464 0.10673900 3151.734 3052.547 3322.217 269.6697
## 1465 0.11253900 3151.734 3052.547 3322.217 269.6697
## 1466 0.11253900 3151.734 3052.547 3322.217 269.6697
## 1467 0.13685574 2881.743 2611.644 2964.534 352.8894
## 1468 0.13685574 2881.743 2611.644 2964.534 352.8894
## 1469 0.13685574 2881.743 2611.644 2964.534 352.8894
## 1470 0.13105574 2881.743 2611.644 2964.534 352.8894
## 1471 0.13685574 2881.743 2611.644 2964.534 352.8894
## 1472 0.13685574 2881.743 2611.644 2964.534 352.8894
## 1473 0.14265574 2881.743 2611.644 2964.534 352.8894
## 1474 0.13105574 2881.743 2611.644 2964.534 352.8894
## 1475 0.13685574 2881.743 2611.644 2964.534 352.8894
## 1476 0.13105574 2881.743 2611.644 2964.534 352.8894
## 1477 0.13105574 2881.743 2611.644 2964.534 352.8894
## 1478 0.13685574 2881.743 2611.644 2964.534 352.8894
## 1479 0.13685574 2881.743 2611.644 2964.534 352.8894
## 1480 0.13105574 2881.743 2611.644 2964.534 352.8894
## 1481 0.13685574 2881.743 2611.644 2964.534 352.8894
## 1482 0.13105574 2881.743 2611.644 2964.534 352.8894
## 1483 0.13105574 2881.743 2611.644 2964.534 352.8894
## 1484 0.13105574 2881.743 2611.644 2964.534 352.8894
## 1485 0.14265574 2881.743 2611.644 2964.534 352.8894
## 1486 0.13685574 2881.743 2611.644 2964.534 352.8894
## 1487 0.10205574 2709.477 2611.644 2878.402 266.7564
## 1488 0.10785574 2709.477 2611.644 2878.402 266.7564
## 1489 0.12525574 2709.477 2611.644 2964.534 352.8894
## 1490 0.12525574 2709.477 2611.644 2878.402 266.7564
## 1491 0.13105574 2709.477 2611.644 2964.534 352.8894
## 1492 0.13685574 2881.743 2611.644 2964.534 352.8894
## 1493 0.12525574 2709.477 2611.644 2878.402 266.7564
## 1494 0.13105574 2881.743 2611.644 2964.534 352.8894
## 1495 0.13105574 2795.610 2611.644 2964.534 352.8894
## 1496 0.13105574 2881.743 2611.644 2964.534 352.8894
## 1497 0.11835505 2834.868 2832.642 3095.015 262.3733
## 1498 0.11835505 3007.133 2832.642 3095.015 262.3733
## 1499 0.11835505 2834.868 2832.642 3095.015 262.3733
## 1500 0.10675505 2834.868 2832.642 3095.015 262.3733
## 1501 0.11835505 3007.133 2832.642 3095.015 262.3733
## 1502 0.11255505 2921.000 2832.642 3095.015 262.3733
## 1503 0.11835505 2921.000 2832.642 3095.015 262.3733
## 1504 0.11255505 2834.868 2832.642 3095.015 262.3733
## 1505 0.11835505 3007.133 2832.642 3095.015 262.3733
## 1506 0.11255505 2834.868 2832.642 3095.015 262.3733
## 1507 0.08355505 2921.000 2832.642 3008.882 176.2413
## 1508 0.08355505 2921.000 2832.642 3008.882 176.2413
## 1509 0.08935505 2921.000 2832.642 3008.882 176.2413
## 1510 0.08935505 2834.868 2832.642 3008.882 176.2413
## 1511 0.10095505 2834.868 2832.642 3008.882 176.2413
## 1512 0.10095505 2921.000 2832.642 3095.015 262.3733
## 1513 0.10675505 2921.000 2832.642 3095.015 262.3733
## 1514 0.10675505 2834.868 2832.642 3095.015 262.3733
## 1515 0.10675505 3007.133 2832.642 3095.015 262.3733
## 1516 0.11255505 3007.133 2832.642 3095.015 262.3733
## 1517 0.10675505 2834.868 2832.642 3095.015 262.3733
## 1518 0.10095505 2834.868 2832.642 3095.015 262.3733
## 1519 0.10095505 2921.000 2832.642 3095.015 262.3733
## 1520 0.10095505 2921.000 2832.642 3095.015 262.3733
## 1521 0.09515505 2921.000 2832.642 3008.882 176.2413
## 1522 0.10095505 2921.000 2832.642 3095.015 262.3733
## 1523 0.09515505 2921.000 2832.642 3008.882 176.2413
## 1524 0.09515505 2921.000 2832.642 3008.882 176.2413
## 1525 0.08935505 2921.000 2832.642 3008.882 176.2413
## 1526 0.08935505 2921.000 2832.642 3008.882 176.2413
## 1527 0.13616195 3063.361 2792.958 3145.768 352.8102
## 1528 0.14196195 3063.361 2792.958 3145.768 352.8102
## 1529 0.13616195 3063.361 2792.958 3145.768 352.8102
## 1530 0.14196195 3063.361 2792.958 3145.768 352.8102
## 1531 0.13616195 3063.361 2792.958 3145.768 352.8102
## 1532 0.13036195 2977.228 2792.958 3145.768 352.8102
## 1533 0.13616195 3063.361 2792.958 3145.768 352.8102
## 1534 0.13616195 3063.361 2792.958 3145.768 352.8102
## 1535 0.12456195 2977.228 2792.958 3145.768 352.8102
## 1536 0.12456195 2977.228 2792.958 3145.768 352.8102
## 1537 0.13036195 2804.963 2792.958 3145.768 352.8102
## 1538 0.12456195 2977.228 2792.958 3145.768 352.8102
## 1539 0.11876195 2977.228 2792.958 3145.768 352.8102
## 1540 0.12456195 2977.228 2792.958 3145.768 352.8102
## 1541 0.11296195 2977.228 2792.958 3059.635 266.6772
## 1542 0.11876195 2977.228 2792.958 3145.768 352.8102
## 1543 0.11876195 2977.228 2792.958 3145.768 352.8102
## 1544 0.12456195 2977.228 2792.958 3145.768 352.8102
## 1545 0.11876195 2977.228 2792.958 3145.768 352.8102
## 1546 0.11876195 2977.228 2792.958 3145.768 352.8102
## 1547 0.11876195 2977.228 2792.958 3145.768 352.8102
## 1548 0.11876195 2804.963 2792.958 3059.635 266.6772
## 1549 0.11876195 2977.228 2792.958 3145.768 352.8102
## 1550 0.11876195 2977.228 2792.958 3145.768 352.8102
## 1551 0.11296195 2891.096 2792.958 3059.635 266.6772
## 1552 0.10716195 2891.096 2792.958 3059.635 266.6772
## 1553 0.11296195 2891.096 2792.958 3145.768 352.8102
## 1554 0.11876195 2891.096 2792.958 3145.768 352.8102
## 1555 0.11296195 2891.096 2792.958 3059.635 266.6772
## 1556 0.11296195 2891.096 2792.958 3059.635 266.6772
## 1557 0.09912602 2874.230 2783.750 3046.293 262.5423
## 1558 0.10492602 2874.230 2783.750 3046.293 262.5423
## 1559 0.10492602 2960.362 2783.750 3046.293 262.5423
## 1560 0.09912602 2960.362 2783.750 3046.293 262.5423
## 1561 0.09912602 2960.362 2783.750 3046.293 262.5423
## 1562 0.09912602 2960.362 2783.750 3046.293 262.5423
## 1563 0.09332602 2874.230 2783.750 3046.293 262.5423
## 1564 0.09912602 2874.230 2783.750 3046.293 262.5423
## 1565 0.08172602 2874.230 2783.750 3046.293 262.5423
## 1566 0.08172602 2874.230 2783.750 3046.293 262.5423
## 1567 0.08172602 2874.230 2783.750 3046.293 262.5423
## 1568 0.07592602 2874.230 2783.750 3046.293 262.5423
## 1569 0.08172602 2874.230 2783.750 3046.293 262.5423
## 1570 0.07002602 2874.230 2783.750 3046.293 262.5423
## 1571 0.07592602 2874.230 2783.750 3046.293 262.5423
## 1572 0.07592602 2874.230 2783.750 3046.293 262.5423
## 1573 0.08752602 2874.230 2783.750 3046.293 262.5423
## 1574 0.08752602 2874.230 2783.750 3046.293 262.5423
## 1575 0.08752602 2874.230 2783.750 3046.293 262.5423
## 1576 0.09912602 2874.230 2783.750 3046.293 262.5423
## 1577 0.09332602 2874.230 2783.750 3046.293 262.5423
## 1578 0.08172602 2874.230 2783.750 3046.293 262.5423
## 1579 0.08752602 2874.230 2783.750 3046.293 262.5423
## 1580 0.07002602 2874.230 2783.750 3046.293 262.5423
## 1581 0.07592602 2874.230 2783.750 3046.293 262.5423
## 1582 0.08172602 2874.230 2783.750 3046.293 262.5423
## 1583 0.07592602 2874.230 2783.750 3046.293 262.5423
## 1584 0.08752602 2874.230 2783.750 3046.293 262.5423
## 1585 0.08172602 2874.230 2783.750 3046.293 262.5423
## 1586 0.07592602 2874.230 2783.750 3046.293 262.5423
## 1587 0.08428881 2663.623 2648.602 2830.093 181.4905
## 1588 0.09588881 2663.623 2648.602 2830.093 181.4905
## 1589 0.09008881 2663.623 2648.602 2830.093 181.4905
## 1590 0.09008881 2663.623 2648.602 2830.093 181.4905
## 1591 0.09588881 2663.623 2648.602 2830.093 181.4905
## 1592 0.09588881 2663.623 2648.602 2830.093 181.4905
## 1593 0.07838881 2749.756 2648.602 2830.093 181.4905
## 1594 0.07838881 2749.756 2648.602 2830.093 181.4905
## 1595 0.08428881 2663.623 2648.602 2830.093 181.4905
## 1596 0.08428881 2749.756 2648.602 2830.093 181.4905
## 1597 0.09588881 2663.623 2648.602 2830.093 181.4905
## 1598 0.09588881 2663.623 2648.602 2830.093 181.4905
## 1599 0.09008881 2663.623 2648.602 2830.093 181.4905
## 1600 0.09008881 2663.623 2648.602 2830.093 181.4905
## 1601 0.09588881 2663.623 2648.602 2830.093 181.4905
## 1602 0.09008881 2663.623 2648.602 2830.093 181.4905
## 1603 0.09588881 2749.756 2648.602 2830.093 181.4905
## 1604 0.09588881 2749.756 2648.602 2830.093 181.4905
## 1605 0.09008881 2749.756 2648.602 2830.093 181.4905
## 1606 0.09588881 2749.756 2648.602 2830.093 181.4905
## 1607 0.09008881 2749.756 2648.602 2830.093 181.4905
## 1608 0.09008881 2749.756 2648.602 2830.093 181.4905
## 1609 0.09008881 2749.756 2648.602 2830.093 181.4905
## 1610 0.08428881 2749.756 2648.602 2830.093 181.4905
## 1611 0.09588881 2749.756 2648.602 2830.093 181.4905
## 1612 0.09588881 2749.756 2648.602 2830.093 181.4905
## 1613 0.09008881 2749.756 2648.602 2830.093 181.4905
## 1614 0.09008881 2749.756 2648.602 2830.093 181.4905
## 1615 0.09008881 2749.756 2648.602 2830.093 181.4905
## 1616 0.09008881 2749.756 2648.602 2830.093 181.4905
## 1617 0.09788085 2748.613 2649.303 2832.140 182.8369
## 1618 0.10368085 2834.746 2735.436 2918.272 182.8369
## 1619 0.09788085 2834.746 2735.436 2918.272 182.8369
## 1620 0.10368085 2834.746 2735.436 3004.405 268.9689
## 1621 0.10368085 2834.746 2821.569 3004.405 182.8369
## 1622 0.09788085 2920.878 2821.569 3004.405 182.8369
## 1623 0.10368085 2920.878 2821.569 3004.405 182.8369
## 1624 0.10368085 2920.878 2821.569 3004.405 182.8369
## 1625 0.11528085 2920.878 2907.701 3090.538 182.8369
## 1626 0.10948085 2920.878 2907.701 3090.538 182.8369
## 1627 0.10948085 3007.011 2907.701 3090.538 182.8369
## 1628 0.09788085 3007.011 2907.701 3090.538 182.8369
## 1629 0.10368085 3007.011 2907.701 3090.538 182.8369
## 1630 0.10368085 3007.011 2907.701 3090.538 182.8369
## 1631 0.09788085 3007.011 2907.701 3090.538 182.8369
## 1632 0.10368085 3007.011 2907.701 3090.538 182.8369
## 1633 0.09788085 3007.011 2907.701 3090.538 182.8369
## 1634 0.09788085 3007.011 2907.701 3090.538 182.8369
## 1635 0.09788085 3007.011 2907.701 3090.538 182.8369
## 1636 0.09788085 3007.011 2907.701 3090.538 182.8369
## 1637 0.09788085 3007.011 2907.701 3090.538 182.8369
## 1638 0.10368085 3007.011 2907.701 3090.538 182.8369
## 1639 0.10368085 3007.011 2907.701 3090.538 182.8369
## 1640 0.10368085 3007.011 2907.701 3090.538 182.8369
## 1641 0.10368085 3007.011 2907.701 3090.538 182.8369
## 1642 0.10368085 3007.011 2907.701 3090.538 182.8369
## 1643 0.11528085 3007.011 2907.701 3090.538 182.8369
## 1644 0.10368085 3007.011 2907.701 3090.538 182.8369
## 1645 0.10368085 3007.011 2907.701 3090.538 182.8369
## 1646 0.09788085 3007.011 2907.701 3090.538 182.8369
## 1647 0.08991417 3050.677 2954.731 3218.023 263.2917
## 1648 0.08991417 3050.677 2954.731 3131.890 177.1597
## 1649 0.08991417 3050.677 2954.731 3131.890 177.1597
## 1650 0.08991417 3050.677 2954.731 3131.890 177.1597
## 1651 0.08991417 3050.677 2954.731 3131.890 177.1597
## 1652 0.08411417 3050.677 2954.731 3131.890 177.1597
## 1653 0.07831417 3050.677 2954.731 3131.890 177.1597
## 1654 0.07831417 3050.677 2954.731 3131.890 177.1597
## 1655 0.08411417 3050.677 2954.731 3131.890 177.1597
## 1656 0.07251417 3050.677 2954.731 3131.890 177.1597
## 1657 0.07251417 3050.677 2954.731 3131.890 177.1597
## 1658 0.07831417 3050.677 2954.731 3131.890 177.1597
## 1659 0.09571417 3050.677 2954.731 3218.023 263.2917
## 1660 0.10731417 3050.677 2954.731 3218.023 263.2917
## 1661 0.09571417 3050.677 2954.731 3218.023 263.2917
## 1662 0.09571417 3050.677 2954.731 3218.023 263.2917
## 1663 0.07831417 3050.677 2954.731 3131.890 177.1597
## 1664 0.07831417 3050.677 2954.731 3131.890 177.1597
## 1665 0.08411417 3050.677 2954.731 3131.890 177.1597
## 1666 0.07831417 3050.677 2954.731 3131.890 177.1597
## 1667 0.08411417 3050.677 2954.731 3131.890 177.1597
## 1668 0.08991417 3050.677 2954.731 3218.023 263.2917
## 1669 0.08411417 3050.677 2954.731 3131.890 177.1597
## 1670 0.08411417 3050.677 2954.731 3131.890 177.1597
## 1671 0.08411417 3050.677 2954.731 3131.890 177.1597
## 1672 0.08991417 3050.677 2954.731 3218.023 263.2917
## 1673 0.08411417 3050.677 2954.731 3131.890 177.1597
## 1674 0.07831417 3050.677 2954.731 3131.890 177.1597
## 1675 0.08411417 3050.677 2954.731 3131.890 177.1597
## 1676 0.07831417 3050.677 2954.731 3131.890 177.1597
## 1677 0.14618196 2947.221 2686.321 3031.831 345.5100
## 1678 0.14618196 2947.221 2686.321 3031.831 345.5100
## 1679 0.14038196 2947.221 2686.321 3031.831 345.5100
## 1680 0.13458196 2947.221 2686.321 3031.831 345.5100
## 1681 0.13458196 2947.221 2686.321 3031.831 345.5100
## 1682 0.14038196 2947.221 2686.321 3031.831 345.5100
## 1683 0.13458196 2947.221 2686.321 3117.964 431.6430
## 1684 0.13458196 2947.221 2772.454 3117.964 345.5100
## 1685 0.12878196 2947.221 2686.321 3031.831 345.5100
## 1686 0.11718196 2947.221 2686.321 3031.831 345.5100
## 1687 0.12298196 2947.221 2686.321 3031.831 345.5100
## 1688 0.12878196 2947.221 2686.321 3031.831 345.5100
## 1689 0.12878196 2947.221 2686.321 3031.831 345.5100
## 1690 0.13458196 2947.221 2686.321 3117.964 431.6430
## 1691 0.12878196 2947.221 2686.321 3031.831 345.5100
## 1692 0.12298196 2947.221 2686.321 3031.831 345.5100
## 1693 0.12878196 2947.221 2686.321 3031.831 345.5100
## 1694 0.12878196 2947.221 2686.321 3031.831 345.5100
## 1695 0.12878196 2947.221 2686.321 3031.831 345.5100
## 1696 0.12878196 2947.221 2686.321 3031.831 345.5100
## 1697 0.12298196 2947.221 2600.188 3031.831 431.6430
## 1698 0.12878196 2947.221 2686.321 3031.831 345.5100
## 1699 0.12878196 2947.221 2686.321 3031.831 345.5100
## 1700 0.12878196 2947.221 2686.321 3117.964 431.6430
## 1701 0.13458196 3033.353 2772.454 3117.964 345.5100
## 1702 0.12298196 2947.221 2772.454 3031.831 259.3770
## 1703 0.12878196 3033.353 2772.454 3117.964 345.5100
## 1704 0.12298196 2947.221 2772.454 3117.964 345.5100
## 1705 0.12878196 3033.353 2772.454 3117.964 345.5100
## 1706 0.12878196 3033.353 2772.454 3117.964 345.5100
## 1707 0.08366626 3128.723 3038.280 3298.487 260.2060
## 1708 0.08366626 3128.723 3038.280 3298.487 260.2060
## 1709 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1710 0.08366626 3128.723 2952.148 3298.487 346.3390
## 1711 0.07786626 3128.723 2952.148 3298.487 346.3390
## 1712 0.07786626 3128.723 2952.148 3298.487 346.3390
## 1713 0.08366626 3128.723 3038.280 3298.487 260.2060
## 1714 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1715 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1716 0.08366626 3128.723 3038.280 3298.487 260.2060
## 1717 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1718 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1719 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1720 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1721 0.07786626 3128.723 2952.148 3298.487 346.3390
## 1722 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1723 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1724 0.08366626 3128.723 3038.280 3298.487 260.2060
## 1725 0.07786626 3128.723 2952.148 3298.487 346.3390
## 1726 0.08366626 3128.723 3038.280 3298.487 260.2060
## 1727 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1728 0.08366626 3128.723 2952.148 3298.487 346.3390
## 1729 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1730 0.08366626 3128.723 3038.280 3298.487 260.2060
## 1731 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1732 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1733 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1734 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1735 0.08366626 3128.723 3038.280 3298.487 260.2060
## 1736 0.07786626 3128.723 3038.280 3298.487 260.2060
## 1737 0.07331642 3076.161 2898.893 3160.995 262.1027
## 1738 0.07331642 3076.161 2898.893 3160.995 262.1027
## 1739 0.07331642 3076.161 2898.893 3160.995 262.1027
## 1740 0.07911642 3076.161 2898.893 3160.995 262.1027
## 1741 0.06741642 3076.161 2898.893 3160.995 262.1027
## 1742 0.07331642 3076.161 2985.025 3160.995 175.9707
## 1743 0.06741642 3076.161 2985.025 3160.995 175.9707
## 1744 0.07331642 3076.161 2985.025 3160.995 175.9707
## 1745 0.07331642 3076.161 2985.025 3160.995 175.9707
## 1746 0.07331642 3076.161 2985.025 3160.995 175.9707
## 1747 0.07331642 3076.161 2985.025 3160.995 175.9707
## 1748 0.07911642 3076.161 2898.893 3160.995 262.1027
## 1749 0.07911642 3076.161 2985.025 3160.995 175.9707
## 1750 0.06741642 3076.161 2898.893 3160.995 262.1027
## 1751 0.07331642 3076.161 2898.893 3160.995 262.1027
## 1752 0.07331642 3076.161 2898.893 3160.995 262.1027
## 1753 0.06161642 3076.161 2898.893 3074.862 175.9707
## 1754 0.06161642 3076.161 2898.893 3160.995 262.1027
## 1755 0.06741642 3076.161 2898.893 3160.995 262.1027
## 1756 0.06741642 3076.161 2898.893 3160.995 262.1027
## 1757 0.07331642 3076.161 2898.893 3160.995 262.1027
## 1758 0.07331642 3076.161 2898.893 3160.995 262.1027
## 1759 0.07331642 3076.161 2898.893 3160.995 262.1027
## 1760 0.06741642 3076.161 2898.893 3160.995 262.1027
## 1761 0.06741642 3076.161 2898.893 3160.995 262.1027
## 1762 0.06161642 3076.161 2898.893 3160.995 262.1027
## 1763 0.06741642 3076.161 2898.893 3160.995 262.1027
## 1764 0.06741642 3076.161 2985.025 3160.995 175.9707
## 1765 0.06741642 3076.161 2985.025 3160.995 175.9707
## 1766 0.06741642 3076.161 2985.025 3160.995 175.9707
## 1767 0.09934252 2910.321 2730.314 2993.884 263.5695
## 1768 0.09354252 2910.321 2730.314 2993.884 263.5695
## 1769 0.08774252 2910.321 2730.314 2993.884 263.5695
## 1770 0.08774252 2910.321 2816.447 2993.884 177.4375
## 1771 0.08774252 2910.321 2816.447 2993.884 177.4375
## 1772 0.09354252 2910.321 2730.314 2993.884 263.5695
## 1773 0.09354252 2910.321 2730.314 2993.884 263.5695
## 1774 0.09354252 2910.321 2730.314 2993.884 263.5695
## 1775 0.08774252 2910.321 2730.314 2993.884 263.5695
## 1776 0.08774252 2910.321 2816.447 2993.884 177.4375
## 1777 0.08774252 2910.321 2730.314 2993.884 263.5695
## 1778 0.08774252 2910.321 2730.314 2993.884 263.5695
## 1779 0.08774252 2824.188 2730.314 2993.884 263.5695
## 1780 0.08774252 2910.321 2730.314 2993.884 263.5695
## 1781 0.08194252 2910.321 2730.314 2993.884 263.5695
## 1782 0.08774252 2910.321 2730.314 2993.884 263.5695
## 1783 0.08774252 2910.321 2730.314 2993.884 263.5695
## 1784 0.08774252 2910.321 2730.314 2993.884 263.5695
## 1785 0.08774252 2910.321 2730.314 2993.884 263.5695
## 1786 0.08774252 2910.321 2730.314 2993.884 263.5695
## 1787 0.08774252 2910.321 2730.314 2993.884 263.5695
## 1788 0.09354252 2910.321 2730.314 2993.884 263.5695
## 1789 0.09354252 2910.321 2730.314 2993.884 263.5695
## 1790 0.09354252 2824.188 2730.314 2993.884 263.5695
## 1791 0.09354252 2910.321 2816.447 2993.884 177.4375
## 1792 0.08774252 2910.321 2730.314 2993.884 263.5695
## 1793 0.09354252 2910.321 2730.314 2993.884 263.5695
## 1794 0.09354252 2910.321 2730.314 2993.884 263.5695
## 1795 0.09354252 2910.321 2816.447 2993.884 177.4375
## 1796 0.10514252 2824.188 2730.314 2993.884 263.5695
## 1797 0.12232804 3075.072 3066.995 3333.402 266.4073
## 1798 0.12232804 3075.072 3066.995 3333.402 266.4073
## 1799 0.12232804 3075.072 3066.995 3333.402 266.4073
## 1800 0.12232804 3075.072 3066.995 3333.402 266.4073
## 1801 0.11652804 3075.072 3066.995 3333.402 266.4073
## 1802 0.11652804 3161.205 3066.995 3333.402 266.4073
## 1803 0.11652804 3161.205 3066.995 3333.402 266.4073
## 1804 0.11652804 3161.205 3066.995 3333.402 266.4073
## 1805 0.11652804 3161.205 3066.995 3333.402 266.4073
## 1806 0.11652804 3161.205 3066.995 3333.402 266.4073
## 1807 0.11072804 3161.205 3066.995 3333.402 266.4073
## 1808 0.12232804 3161.205 3066.995 3333.402 266.4073
## 1809 0.09912804 3161.205 3066.995 3333.402 266.4073
## 1810 0.10492804 3161.205 3066.995 3333.402 266.4073
## 1811 0.10492804 3161.205 3066.995 3333.402 266.4073
## 1812 0.10492804 3161.205 3066.995 3333.402 266.4073
## 1813 0.12232804 3161.205 3066.995 3333.402 266.4073
## 1814 0.12232804 3161.205 3066.995 3333.402 266.4073
## 1815 0.11652804 3161.205 3066.995 3333.402 266.4073
## 1816 0.12232804 3161.205 3066.995 3333.402 266.4073
## 1817 0.11652804 3161.205 3066.995 3333.402 266.4073
## 1818 0.12232804 3161.205 3066.995 3333.402 266.4073
## 1819 0.11652804 3161.205 3066.995 3333.402 266.4073
## 1820 0.11652804 3161.205 3066.995 3333.402 266.4073
## 1821 0.11652804 3161.205 3066.995 3333.402 266.4073
## 1822 0.11652804 3161.205 3066.995 3333.402 266.4073
## 1823 0.11652804 3161.205 3066.995 3333.402 266.4073
## 1824 0.12232804 3161.205 3066.995 3333.402 266.4073
## 1825 0.12232804 3161.205 3066.995 3333.402 266.4073
## 1826 0.12232804 3161.205 3066.995 3333.402 266.4073
## 1827 0.08630494 3166.654 3074.065 3250.787 176.7223
## 1828 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1829 0.07470494 3166.654 2987.932 3250.787 262.8543
## 1830 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1831 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1832 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1833 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1834 0.07470494 3166.654 3074.065 3250.787 176.7223
## 1835 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1836 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1837 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1838 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1839 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1840 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1841 0.07470494 3166.654 3074.065 3250.787 176.7223
## 1842 0.07470494 3166.654 3074.065 3250.787 176.7223
## 1843 0.08630494 3166.654 3074.065 3250.787 176.7223
## 1844 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1845 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1846 0.07470494 3166.654 3074.065 3250.787 176.7223
## 1847 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1848 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1849 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1850 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1851 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1852 0.07470494 3166.654 3074.065 3250.787 176.7223
## 1853 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1854 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1855 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1856 0.08050494 3166.654 3074.065 3250.787 176.7223
## 1857 0.11783623 2830.729 2815.955 3085.998 270.0427
## 1858 0.11783623 2830.729 2815.955 3085.998 270.0427
## 1859 0.11203623 2830.729 2815.955 3085.998 270.0427
## 1860 0.11203623 2830.729 2815.955 3085.998 270.0427
## 1861 0.11203623 2916.861 2815.955 3085.998 270.0427
## 1862 0.11203623 2916.861 2815.955 3085.998 270.0427
## 1863 0.11783623 2830.729 2815.955 3085.998 270.0427
## 1864 0.11783623 2916.861 2815.955 3085.998 270.0427
## 1865 0.12363623 2916.861 2815.955 3085.998 270.0427
## 1866 0.12363623 2916.861 2815.955 3085.998 270.0427
## 1867 0.11783623 2916.861 2815.955 3085.998 270.0427
## 1868 0.11203623 2916.861 2815.955 3085.998 270.0427
## 1869 0.10623623 2916.861 2815.955 3085.998 270.0427
## 1870 0.11203623 2916.861 2815.955 3085.998 270.0427
## 1871 0.11203623 2916.861 2815.955 3085.998 270.0427
## 1872 0.11203623 2916.861 2815.955 3085.998 270.0427
## 1873 0.11203623 2916.861 2815.955 3085.998 270.0427
## 1874 0.10623623 2916.861 2815.955 3085.998 270.0427
## 1875 0.12363623 2916.861 2815.955 3085.998 270.0427
## 1876 0.11783623 2916.861 2815.955 3085.998 270.0427
## 1877 0.11783623 2916.861 2815.955 3085.998 270.0427
## 1878 0.10043623 2916.861 2815.955 3085.998 270.0427
## 1879 0.10043623 2916.861 2815.955 3085.998 270.0427
## 1880 0.10623623 2830.729 2815.955 3085.998 270.0427
## 1881 0.11783623 2916.861 2815.955 3085.998 270.0427
## 1882 0.11783623 2916.861 2815.955 3085.998 270.0427
## 1883 0.11203623 2916.861 2815.955 3085.998 270.0427
## 1884 0.11203623 2916.861 2815.955 3085.998 270.0427
## 1885 0.12363623 2916.861 2815.955 3085.998 270.0427
## 1886 0.12363623 2916.861 2815.955 3085.998 270.0427
## Call_Rate_Inst Date Presence
## 1 88.395217 03/03/2024 0
## 2 83.247533 03/03/2024 0
## 3 86.603259 03/03/2024 0
## 4 56.961340 03/03/2024 0
## 5 85.451367 03/03/2024 0
## 6 88.395217 03/03/2024 0
## 7 86.602254 03/03/2024 0
## 8 78.256743 03/03/2024 0
## 9 94.309216 03/03/2024 0
## 10 90.273414 03/03/2024 0
## 11 85.450393 03/03/2024 0
## 12 92.242494 03/03/2024 0
## 13 97.230365 03/03/2024 0
## 14 91.575632 03/03/2024 0
## 15 95.744924 03/03/2024 0
## 16 92.919612 03/03/2024 0
## 17 90.919356 03/03/2024 0
## 18 99.553907 03/03/2024 0
## 19 99.553907 03/03/2024 0
## 20 92.241339 03/03/2024 0
## 21 94.308610 03/03/2024 0
## 22 93.607821 03/03/2024 0
## 23 102.003695 03/03/2024 0
## 24 92.241916 03/03/2024 0
## 25 90.918237 03/03/2024 0
## 26 109.236997 03/03/2024 0
## 27 86.601250 03/03/2024 0
## 28 92.919612 03/03/2024 0
## 29 103.713029 03/03/2024 0
## 30 97.228418 03/03/2024 0
## 31 85.981383 03/03/2024 0
## 32 55.827825 03/03/2024 0
## 33 61.313158 03/03/2024 0
## 34 92.202762 03/03/2024 0
## 35 82.676389 03/03/2024 0
## 36 94.981434 03/03/2024 0
## 37 84.847485 03/03/2024 0
## 38 94.980817 03/03/2024 0
## 39 95.704663 03/03/2024 0
## 40 97.951085 03/03/2024 0
## 41 70.006499 03/03/2024 0
## 42 92.201607 03/03/2024 0
## 43 82.151853 03/03/2024 0
## 44 92.879312 03/03/2024 0
## 45 95.704663 03/03/2024 0
## 46 91.534745 03/03/2024 0
## 47 93.568724 03/03/2024 0
## 48 78.215855 03/03/2024 0
## 49 87.747380 03/03/2024 0
## 50 88.970155 03/03/2024 0
## 51 85.409505 03/03/2024 0
## 52 87.747381 03/03/2024 0
## 53 91.534176 03/03/2024 0
## 54 87.746863 03/03/2024 0
## 55 75.102288 03/03/2024 0
## 56 79.640472 03/03/2024 0
## 57 40.746772 03/03/2024 0
## 58 64.414596 03/03/2024 0
## 59 89.594510 03/03/2024 0
## 60 78.214255 03/03/2024 0
## 61 92.877828 03/21/2024 1
## 62 81.302974 03/21/2024 1
## 63 85.031927 03/21/2024 1
## 64 96.116416 03/21/2024 1
## 65 68.835678 03/21/2024 1
## 66 85.031367 03/21/2024 1
## 67 81.302975 03/21/2024 1
## 68 76.305767 03/21/2024 1
## 69 77.899244 03/21/2024 1
## 70 88.421410 03/21/2024 1
## 71 77.899244 03/21/2024 1
## 72 80.135360 03/21/2024 1
## 73 81.303484 03/21/2024 1
## 74 96.117137 03/21/2024 1
## 75 44.679938 03/21/2024 1
## 76 68.007272 03/21/2024 1
## 77 79.000137 03/21/2024 1
## 78 91.340923 03/21/2024 1
## 79 87.720691 03/21/2024 1
## 80 90.592334 03/21/2024 1
## 81 80.714782 03/21/2024 1
## 82 83.750276 03/21/2024 1
## 83 65.644225 03/21/2024 1
## 84 85.688700 03/21/2024 1
## 85 57.980622 03/21/2024 1
## 86 87.722481 03/21/2024 1
## 87 97.827085 03/21/2024 1
## 88 78.446858 03/21/2024 1
## 89 80.715284 03/21/2024 1
## 90 85.688700 03/21/2024 1
## 91 103.182078 03/21/2024 1
## 92 114.472970 03/21/2024 1
## 93 113.340649 03/21/2024 1
## 94 98.790720 03/21/2024 1
## 95 78.463913 03/21/2024 1
## 96 115.631372 03/21/2024 1
## 97 91.096584 03/21/2024 1
## 98 125.862107 03/21/2024 1
## 99 110.079009 03/21/2024 1
## 100 120.519341 03/21/2024 1
## 101 127.276079 03/21/2024 1
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## 1881 95.568309 04/18/2024 0
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## 1886 85.656548 04/18/2024 0cormat2 <- cor(Tdat[ , c(8,13, 14, 18)])
melted_cormat <- melt(cormat2)
upper_tri2 <- get_upper_tri(cormat2)
upper_cormat2 <- melt(upper_tri2, na.rm = TRUE)
ggplot(data = upper_cormat2, aes(Var2, Var1, fill = value))+
geom_tile(color = "white")+
scale_fill_gradient2(low = "blue", high = "red", mid = "white",
midpoint = 0, limit = c(-1,1), space = "Lab",
name="Pearson\nCorrelation") +
theme_minimal()+
theme(axis.text.x = element_text(angle = 45, vjust = 1,
size = 12, hjust = 1))+
coord_fixed()+
geom_text(aes(Var2, Var1, label = round(value,4)), color = "black", size = 3)
cor.test(means$Infection,means$Duration)##
## Pearson's product-moment correlation
##
## data: means$Infection and means$Duration
## t = -0.92608, df = 60, p-value = 0.3581
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
## -0.3578681 0.1350621
## sample estimates:
## cor
## -0.1187108cor.test(means$Infection,means$Freq)##
## Pearson's product-moment correlation
##
## data: means$Infection and means$Freq
## t = -0.27266, df = 60, p-value = 0.7861
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
## -0.2824649 0.2164919
## sample estimates:
## cor
## -0.03517855cor.test(means$Infection,means$Call_Rate_Inst)##
## Pearson's product-moment correlation
##
## data: means$Infection and means$Call_Rate_Inst
## t = 0.28808, df = 60, p-value = 0.7743
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
## -0.2145950 0.2842944
## sample estimates:
## cor
## 0.03716526