diff --git a/.gitignore b/.gitignore
index d910f1e4e3..63f7bfca6c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -81,6 +81,7 @@ tests/BC*
compile_on_geo.sh
documentation/tutorials/*/*.html
pecan.Rproj
+.rcookies
shiny/BenchmarkReport/*
# Installation files from make
.install/
diff --git a/models/peprmt/R/hls2model.PEPRMT.R b/models/peprmt/R/hls2model.PEPRMT.R
index 33297a0f47..25b9baf99a 100644
--- a/models/peprmt/R/hls2model.PEPRMT.R
+++ b/models/peprmt/R/hls2model.PEPRMT.R
@@ -26,7 +26,7 @@ hls2model.PEPRMT <- function(in.path, in.prefix, outfolder, start_date, end_date
s = rstac::stac("https://cmr.earthdata.nasa.gov/stac/LPCLOUD/")
HLS_col <- list("HLSS30_2.0", "HLSL30_2.0")
#roi <- terra::vect(data.frame(latitude = lat, longitude = lon))
- roi <- terra::vect("models/peprmt/example_data/Field_Boundary.geojson")
+ roi <- terra::vect("models/peprmt/demo_run/raw-data/Field_Boundary.geojson")
roi_extent <- terra::ext(roi)
bbox <- c(roi_extent$xmin, roi_extent$ymin, roi_extent$xmax, roi_extent$ymax)
roi_datetime <- '2021-08-01T00:00:00Z/2021-09-30T23:59:59Z'
diff --git a/models/peprmt/R/met2model.PEPRMT.R b/models/peprmt/R/met2model.PEPRMT.R
index 66febd84bd..9aad68b4f3 100644
--- a/models/peprmt/R/met2model.PEPRMT.R
+++ b/models/peprmt/R/met2model.PEPRMT.R
@@ -22,27 +22,13 @@ met2model.PEPRMT <- function(in.path, in.prefix, outfolder, start_date, end_date
PEcAn.logger::logger.info("START met2model.PEPRMT")
- ## PEPRMT requires the following inputs:
- ## Time_2 = d[,1] # day of year (1-infinite # of days)
- #DOY_disc_2=d[,2] #discontinuous day of year that starts over every year (1-365 or 366)
- #Year_2=d[,3] #year
- #TA_2 = d[,4] #Air temperature (C)
- #WT_2 = d[,5] #water table depth (cm) equals 0 when water table at soil surface
- #PAR_2 <- d[,6] #photosynthetically active radiation (umol m-2 d-1)
- #LAI_2 <- d[,7] #Leaf area index (if not using can be 0s or NaN)
- #GI_2 <- d[,8] #greeness index from Phenocam (GCC) or Landsat EVI etc (unitless)
- #FPAR <- d[,9] #If using LAI data, set FPAR variable to 1's, if using a greenness index set FPAR to 0's
- #LUE<- d[,10] #growing season LUE computed for each site using measured GPP in gC per umol
- #wetland_age_2= d[,11] #Age of wetland in years
- #Sal <- d[,12] #Salinity (ppt)
- #NO3 <- d[,13] #Dissolved NO3 (mg/L)
- #SOM_2 <-d[,14] #Decomposed Organic matter : all the decomposed soil organic matter in top meter of soil informed buy MEM inclusive of current year
- #site_2 <-d[,15] #Site: if running more than 1 site, have 1s in this column for first site, 2s for 2nd site and so on
-
start_date <- as.POSIXlt(start_date, tz = "UTC")
start_date_string <- as.character(strptime(start_date, "%Y-%m-%d"))
end_date <- as.POSIXlt(end_date, tz = "UTC")
- if(nchar(in.prefix)>0 & substr(in.prefix,nchar(in.prefix),nchar(in.prefix)) != ".") in.prefix = paste0(in.prefix,".")
+ if(nchar(in.prefix)>0 &
+ !substr(in.prefix, nchar(in.prefix), nchar(in.prefix)) %in% c(".", "_")) {
+ in.prefix = paste0(in.prefix,".")
+ }
out.file <- paste0(in.prefix, start_date_string,".",
strptime(end_date, "%Y-%m-%d"),
@@ -77,11 +63,10 @@ met2model.PEPRMT <- function(in.path, in.prefix, outfolder, start_date, end_date
end_year <- lubridate::year(end_date)
## Loop through and add air temp for each year
- for (year in start_year:end_year) {
- print(year)
- Year_2=year #year
+ for (Year in start_year:end_year) {
+ print(Year)
- old.file <- file.path(in.path, paste(in.prefix, year, ".nc", sep = ""))
+ old.file <- file.path(in.path, paste(in.prefix, Year, ".nc", sep = ""))
if(!file.exists(old.file)) PEcAn.logger::logger.error("file not found",old.file)
## open netcdf
nc <- ncdf4::nc_open(old.file)
@@ -90,7 +75,7 @@ met2model.PEPRMT <- function(in.path, in.prefix, outfolder, start_date, end_date
sec <- nc$dim$time$vals
sec <- PEcAn.utils::ud_convert(sec, unlist(strsplit(nc$dim$time$units, " "))[1], "seconds")
timestep.s <- 86400 # seconds in a day
- dt <- PEcAn.utils::seconds_in_year(year) / length(sec)
+ dt <- PEcAn.utils::seconds_in_year(Year) / length(sec)
tstep <- round(timestep.s / dt) #4 per day
dt <- timestep.s / tstep #dt is now an integer
@@ -102,21 +87,21 @@ met2model.PEPRMT <- function(in.path, in.prefix, outfolder, start_date, end_date
ncdf4::nc_close(nc)
## build day of year
- diy <- PEcAn.utils::days_in_year(year)
+ diy <- PEcAn.utils::days_in_year(Year)
doy <- rep(seq_len(diy), each = timestep.s / dt)[seq_along(sec)]
## Aggregate variables up to daily
- TA_2 <- PEcAn.utils::ud_convert(tapply(Tair, doy, mean, na.rm = TRUE), "Kelvin", "Celsius")
+ TA_C <- PEcAn.utils::ud_convert(tapply(Tair, doy, mean, na.rm = TRUE), "Kelvin", "Celsius")
#Consider using a different met source for PAR (since this only has SW)
- PAR_2 <- tapply(2.114 * SW * dt, doy, sum, na.rm = TRUE) / (24*60*60)
+ PAR_umol_m2_day <- tapply(2.114 * SW * dt, doy, sum, na.rm = TRUE) / (24*60*60)
#https://rdrr.io/cran/LakeMetabolizer/man/sw.to.par.html
- Time_2 <- tapply(doy, doy, mean)
+ DOY_disc <- tapply(doy, doy, mean)
## build data matrix
- tmp <- cbind(Time_2, PAR_2, TA_2)
+ tmp <- cbind(DOY_disc, PAR_umol_m2_day, TA_C, Year)
##filter out days not included in start or end date
- if(year == start_year){
+ if(Year == start_year){
start.row <- length(as.Date(paste0(start_year, "-01-01")):as.Date(start_date)) #extra days length includes the start date
if (start.row > 1){
PEcAn.logger::logger.info("Subsetting PEPRMT met to match start date ", as.Date(start_date))
@@ -125,8 +110,8 @@ met2model.PEPRMT <- function(in.path, in.prefix, outfolder, start_date, end_date
tmp <- tmp[start.row:nrow(tmp),]
}
}
- if (year == end_year){
- if(year == start_year){
+ if (Year == end_year){
+ if(Year == start_year){
end.row <- length(as.Date(start_date):as.Date(end_date))
if (end.row < nrow(tmp)){
PEcAn.logger::logger.info("Subsetting PEPRMT met to match end date")
@@ -151,45 +136,14 @@ met2model.PEPRMT <- function(in.path, in.prefix, outfolder, start_date, end_date
## Assuming default values for some variables
Dates = seq.Date(as.Date(start_date), as.Date(end_date), by = "1 day")
- Time_2 = as.integer(Dates - as.Date(start_date))+1
- DOY_disc_2 = lubridate::yday(Dates) #discontinuous day of year that starts over every year (1-365 or 366)
-
- # TO DO: currently missing all of the following drivers
- WT_2 = NA
- LAI_2 = NA
- GI_2 = NA
- FPAR = NA
- LUE = NA
- wetland_age_2 = NA
- Sal = NA
- NO3 = NA
- SOM_2 = NA
- site_2 = 1
+ DOY = as.integer(Dates - as.Date(start_date))+1
#column order matters
- final <- cbind(out, DOY_disc_2, Year_2, TA_2, WT_2, LAI_2, GI_2, FPAR,
- LUE, wetland_age_2, Sal, NO3, SOM_2, site_2) %>%
+ final <- cbind(out, DOY, Year) %>%
data.frame() %>%
- select(all_of(c("Time_2", "DOY_disc_2", "Year_2", "TA_2", "WT_2",
- "PAR_2", "LAI_2", "GI_2", "FPAR",
- "LUE", "wetland_age_2", "Sal", "NO3", "SOM_2", "site_2")))
-
- if(sum(is.na(final$WT_2))!=0) warning("Warning: missing water table depth. PEPRMT won't run.")
- if(sum(is.na(final$GI_2))!=0 &
- sum(is.na(final$LAI_2))!=0) warning("Warning: missing greenness index and LAI both. PEPRMT won't run.")
- if(sum(is.na(final$FPAR))!=0) warning("Warning: missing FPAR. PEPRMT won't run.")
- if(sum(is.na(final$PAR))!=0) warning("Warning: missing PAR. PEPRMT won't run.")
- if(sum(is.na(final$LUE))!=0) warning("Warning: missing LUE. PEPRMT won't run.")
- if(sum(is.na(final$wetland_age_2))!=0) {
- warning("Warning: missing wetland age. Age assumed to be > 2yr.")
- final$wetland_age_2 <- 1000
- }
- if(sum(is.na(final$Sal))!=0) warning("Warning: missing salinity. PEPRMT won't run.")
- if(sum(is.na(final$NO3))!=0) warning("Warning: missing NO3. PEPRMT won't run.")
- if(sum(is.na(final$SOM_2))!=0) warning("Warning: missing SOM. PEPRMT won't run.")
- if(sum(is.na(final$site_2))!=0) warning("Warning: missing site. Site set to 1.")
+ select(all_of(c("Year", "DOY_disc", "DOY", "TA_C", "PAR_umol_m2_day")))
- utils::write.table(final, out.file.full, quote = FALSE, sep = " ", row.names = FALSE, col.names = FALSE)
+ utils::write.table(final, out.file.full, quote = FALSE, sep = " ", row.names = FALSE, col.names = TRUE)
return(invisible(results))
diff --git a/models/peprmt/R/model2netcdf.PEPRMT.R b/models/peprmt/R/model2netcdf.PEPRMT.R
index 0081e84b95..050ae88970 100644
--- a/models/peprmt/R/model2netcdf.PEPRMT.R
+++ b/models/peprmt/R/model2netcdf.PEPRMT.R
@@ -34,11 +34,8 @@ model2netcdf.PEPRMT <- function(outdir, sitelat, sitelon, start_date, end_date,
sub.PEPRMT.output.dims <- dim(sub.PEPRMT.output)
# ******************** Declare netCDF variables ********************#
- start.day <- 1
- if (y == lubridate::year(start_date)){
- start.day <- lubridate::yday(start_date)
- }
- tvals <- (start.day:sub.PEPRMT.output.dims[1])-1
+ start.day <- min(sub.PEPRMT.output$DOY_disc)
+ tvals <- (start.day:((start.day + sub.PEPRMT.output.dims[1]) - 1))
bounds <- array(data=NA, dim=c(length(tvals),2))
bounds[,1] <- tvals
bounds[,2] <- bounds[,1]+1
@@ -74,8 +71,8 @@ model2netcdf.PEPRMT <- function(outdir, sitelat, sitelon, start_date, end_date,
output[[4]] <- (sub.PEPRMT.output[, "NEE_mod"] * 0.001) # NEE in kgC/m2/s
## Pools
- output[[5]] <- (sub.PEPRMT.output[, fluxes[1]] * 0.001) # Soil Carbon, kgC/m2
- output[[6]] <- (sub.PEPRMT.output[, fluxes[2]] * 0.001) # Soil Carbon, kgC/m2
+ output[[5]] <- (sub.PEPRMT.output[, pools[1]] * 0.001) # Soil Carbon, kgC/m2
+ output[[6]] <- (sub.PEPRMT.output[, pools[2]] * 0.001) # Soil Carbon, kgC/m2
## time_bounds
output[[length(fluxes) +
@@ -99,9 +96,11 @@ model2netcdf.PEPRMT <- function(outdir, sitelat, sitelon, start_date, end_date,
nc_var[[5]] <- PEcAn.utils::to_ncvar("slow_soil_pool_carbon_content", dims)
nc_var[[6]] <- PEcAn.utils::to_ncvar("fast_soil_pool_carbon_content", dims)
- nc_var[[7]] <- ncdf4::ncvar_def(name="time_bounds", units='',
- longname = "history time interval endpoints", dim=list(time_interval,time = t),
- prec = "double")
+ nc_var[[7]] <- ncdf4::ncvar_def(name="time_bounds",
+ units='',
+ longname = "history time interval endpoints",
+ dim=list(time_interval,time = t),
+ prec = "double")
### Output netCDF data
nc <- ncdf4::nc_create(file.path(outdir, paste(y, "nc", sep = ".")), nc_var)
diff --git a/models/peprmt/R/write.configs.peprmt.R b/models/peprmt/R/write.config.PEPRMT.R
similarity index 74%
rename from models/peprmt/R/write.configs.peprmt.R
rename to models/peprmt/R/write.config.PEPRMT.R
index b6f0a8ff2d..97160e9cd8 100644
--- a/models/peprmt/R/write.configs.peprmt.R
+++ b/models/peprmt/R/write.config.PEPRMT.R
@@ -66,14 +66,20 @@ write.config.PEPRMT <- function(defaults, trait.values, settings, run.id) {
)
}
}
- GPP_names <- c("GPP_a0", "GPP_a1", "GPP_Ha", "GPP_Hd")
- Reco_names <- c("Reco_Ea_som", "Reco_kM_som",
- "Reco_Ea_labile", "Reco_kM_labile")
- CH4_names <- paste("CH4", 1:8, sep = "_") # TODO get meaningful names from Patty
- missing_traitnames <- setdiff(c(GPP_names, Reco_names, CH4_names), trait_names)
+
+ params <- c("wetland_type", "a0", "a1", "Ha", "Hd", "T_opt_GPP", "Ea_SOM",
+ "kM_SOM", "Ea_labile", "kM_labile", "Ea_SOM_CH4", "kM_SOM_CH4",
+ "Ea_labile_CH4", "kM_labile_CH4", "Ea_oxi_CH4", "kM_oxi_CH4",
+ "kI_SO4", "kI_NO3", "k_plant_oxi")
+ provided_traitnames <- intersect(params, trait_names)
+ if (!"wetland_type" %in% provided_traitnames) {
+ trait_values["wetland_type"] <- 2
+ provided_traitnames <- c(provided_traitnames, "wetland_type")
+ }
+ missing_traitnames <- setdiff(params, trait_names)
if (length(missing_traitnames) > 0) {
- PEcAn.logger::logger.error(
- "Parameters missing from trait.values",
+ PEcAn.logger::logger.warn(
+ "Parameters missing from trait.values. Will use default",
sQuote(missing_traitnames)
)
}
@@ -94,15 +100,29 @@ write.config.PEPRMT <- function(defaults, trait.values, settings, run.id) {
jobsh <- gsub("@BINARY@", settings$model$binary, jobsh)
jobsh <- gsub("@DELETE_RAW@", as.logical(settings$model$delete.raw %||% FALSE), jobsh)
+
+ param_str <- paste0(
+ "list(",
+ paste(
+ paste0(provided_traitnames, " = ", trait_values[provided_traitnames]),
+ collapse = ", "
+ ),
+ ")"
+ )
+
+ jobsh <- gsub("@PARAMS@", param_str, jobsh, fixed = TRUE)
- jobsh <- gsub("@GPP_THETA@", paste(trait_values[GPP_names], collapse = ", "), jobsh)
- jobsh <- gsub("@RECO_THETA@", paste(trait_values[Reco_names], collapse = ", "), jobsh)
- jobsh <- gsub("@CH4_THETA@", paste(trait_values[CH4_names], collapse = ", "), jobsh)
-
-
- # yes, this will be replaced with real params once demo is working
- run_data <- PEPRMT::example_data |>
- dplyr::filter(.data$site == settings$run$site$id)
+ # MET
+ met_path <- settings$run$inputs$met$path
+ met <- utils::read.table(met_path, header = T)
+ met_vars <- colnames(met)[!colnames(met) %in% c("Year", "DOY_disc")]
+
+ peprmt_specific_input_path <- settings$run$inputs$PEPRMT$path
+
+ run_data <- read.csv(peprmt_specific_input_path) |>
+ dplyr::select(-any_of(met_vars)) |>
+ dplyr::right_join(met) |>
+ dplyr::mutate(site = settings$run$site$id)
utils::write.csv(run_data, file.path(rundir, "run_data.csv"), row.names = FALSE)
writeLines(jobsh, con = file.path(rundir, "job.sh"))
diff --git a/models/peprmt/demo_run/.gitignore b/models/peprmt/demo_run/.gitignore
new file mode 100644
index 0000000000..7cb2c3fdef
--- /dev/null
+++ b/models/peprmt/demo_run/.gitignore
@@ -0,0 +1,4 @@
+input_demo_out
+out
+output
+.Rapp.history
diff --git a/models/peprmt/demo_run/data/PEPRMT_specific_inputs/US_DMG_formatted.csv b/models/peprmt/demo_run/data/PEPRMT_specific_inputs/US_DMG_formatted.csv
new file mode 100644
index 0000000000..3c2fb8e287
--- /dev/null
+++ b/models/peprmt/demo_run/data/PEPRMT_specific_inputs/US_DMG_formatted.csv
@@ -0,0 +1,1102 @@
+"site","Year","DOY_disc","DOY","TA_C","WTD_cm","PAR_umol_m2_day","LAI","EVI","FPAR","LUE","Wetland_age_years","Salinity_daily_ave_ppt","NO3_mg_L","SOM_MEM_gC_m3"
+"US_DMG",2021,349,349,7.362520833,1.377876923,520.4975717,NA,0.09,0,0.006,7,0.764410588,0,550
+"US_DMG",2021,350,350,7.736875,1.423797917,760.1229208,NA,0.09,0,0.006,7,0.761060833,0,550
+"US_DMG",2021,351,351,5.405604167,1.346254167,715.0402763,NA,0.09,0,0.006,7,0.708772035,0,550
+"US_DMG",2021,352,352,4.705791667,1.305656458,430.005655,NA,0.09,0,0.006,7,0.657218545,0,550
+"US_DMG",2021,353,353,5.64775,1.380480625,192.9382515,NA,0.09,0,0.006,7,0.605910165,0,550
+"US_DMG",2021,354,354,5.939520833,1.376535208,287.9209156,NA,0.09,0,0.006,7,0.57739642,0,550
+"US_DMG",2021,355,355,5.791208333,1.368550208,165.3348553,NA,0.09,0,0.006,7,0.545042733,0,550
+"US_DMG",2021,356,356,7.152041667,1.380235417,128.8614838,NA,0.09,0,0.006,7,0.509911193,0,550
+"US_DMG",2021,357,357,11.00770833,1.5270375,285.520891,NA,0.09,0,0.006,7,0.474207747,0,550
+"US_DMG",2021,358,358,10.19958333,1.538958333,642.9649563,NA,0.09,0,0.006,7,0.451658203,0,550
+"US_DMG",2021,359,359,8.747354167,1.483460417,132.6999321,NA,0.09,0,0.006,7,0.432785214,0,550
+"US_DMG",2021,360,360,7.024270833,1.37398125,273.1122757,NA,0.09,0,0.006,7,0.421469594,0,550
+"US_DMG",2021,361,361,7.853895833,1.375983333,197.094248,NA,0.09,0,0.006,7,0.398552395,0,550
+"US_DMG",2021,362,362,5.889104167,1.334020833,662.2964163,NA,0.09,0,0.006,7,0.375692383,0,550
+"US_DMG",2021,363,363,6.087104167,1.418279167,363.0946722,NA,0.09,0,0.006,7,0.356345525,0,550
+"US_DMG",2021,364,364,7.3218125,1.454564583,780.4640962,NA,0.09,0,0.006,7,0.345005391,0,550
+"US_DMG",2021,365,365,6.658541667,1.540235417,466.8081118,NA,0.09,0,0.006,7,0.32278265,0,550
+"US_DMG",2022,1,1,5.789833333,1.497979167,620.0535125,NA,0.09,0,0.006,7,0.30600938,0,550
+"US_DMG",2022,2,2,3.446333333,1.452829167,324.0673945,NA,0.09,0,0.006,7,0.290935503,0,550
+"US_DMG",2022,3,3,6.989,1.498883333,203.157622,NA,0.09,0,0.006,7,0.264325405,0,550
+"US_DMG",2022,4,4,10.14854167,1.478379167,122.7242969,NA,0.09,0,0.006,7,0.243507928,0,550
+"US_DMG",2022,5,5,11.069625,1.41105625,354.6591757,NA,0.09,0,0.006,7,0.237568245,0,550
+"US_DMG",2022,6,6,9.424458333,1.374177083,182.6240235,NA,0.09,0,0.006,7,0.226081051,0,550
+"US_DMG",2022,7,7,10.17314583,1.376964583,293.2001526,NA,0.09,0,0.006,7,0.216595535,0,550
+"US_DMG",2022,8,8,8.23325,1.2856875,187.1947636,NA,0.09,0,0.006,7,0.213294806,0,550
+"US_DMG",2022,9,9,6.277291667,1.198776667,273.4837948,NA,0.09,0,0.006,7,0.221628333,0,550
+"US_DMG",2022,10,10,8.955729167,1.181281667,417.2239984,NA,0.09,0,0.006,7,0.222469856,0,550
+"US_DMG",2022,11,11,8.792833333,1.215242292,363.5768436,NA,0.09,0,0.006,7,0.217731184,0,550
+"US_DMG",2022,12,12,8.0564375,1.272479167,326.6918797,NA,0.09,0,0.006,7,0.210214667,0,550
+"US_DMG",2022,13,13,9.361770833,1.342421458,192.2857087,NA,0.09,0,0.006,7,0.202461219,0,550
+"US_DMG",2022,14,14,9.390270833,1.346902083,339.3182058,NA,0.09,0,0.006,7,0.198343477,0,550
+"US_DMG",2022,15,15,6.630395833,1.347675833,202.2449857,NA,0.09,0,0.006,7,0.196276436,0,550
+"US_DMG",2022,16,16,9.186083333,1.390880833,364.7565559,NA,0.09,0,0.006,7,0.19014884,0,550
+"US_DMG",2022,17,17,8.967125,1.42500625,214.913321,NA,0.09,0,0.006,7,0.185581741,0,550
+"US_DMG",2022,18,18,9.308875,1.432841667,251.0131006,NA,0.09,0,0.006,7,0.183171555,0,550
+"US_DMG",2022,19,19,9.505291667,1.370954167,262.6453096,NA,0.09,0,0.006,7,0.182991811,0,550
+"US_DMG",2022,20,20,8.974375,1.312978125,303.5403857,NA,0.09,0,0.006,7,0.183053904,0,550
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+"US_DMG",2024,267,267,23.29229167,1.79792741759259,492.655896,NA,0.09,0,0.006,7,0,0,550
+"US_DMG",2024,268,268,23.61678542,1.7938265142963,432.2673443,NA,0.09,0,0.006,7,0,0,550
+"US_DMG",2024,269,269,18.31076667,1.789725611,227.8045667,NA,0.09,0,0.006,7,0.107270833,0,550
+"US_DMG",2024,270,270,18.87950208,1.615749189,526.9413549,NA,0.09,0,0.006,7,0.255166667,0,550
+"US_DMG",2024,271,271,22.88375,1.44497375,482.8438308,NA,0.09,0,0.006,7,0.252708333,0,550
+"US_DMG",2024,272,272,20.13479167,1.503500417,479.5836033,NA,0.09,0,0.006,7,0.248291667,0,550
+"US_DMG",2024,273,273,18.51145833,1.523745417,479.2075956,NA,0.09,0,0.006,7,0.245270833,0,550
+"US_DMG",2024,274,274,22.51083333,1.458204583,465.398885,NA,0.09,0,0.006,7,0.242229167,0,550
+"US_DMG",2024,275,275,25.47708333,1.412011458,446.9938223,NA,0.09,0,0.006,7,0.2358125,0,550
+"US_DMG",2024,276,276,26.101875,1.427663542,448.2799723,NA,0.09,0,0.006,7,0.2268125,0,550
+"US_DMG",2024,277,277,25.14875,1.438099792,448.6704402,NA,0.09,0,0.006,7,0.223583333,0,550
+"US_DMG",2024,278,278,23.271875,1.465736136,438.9433852,NA,0.09,0,0.006,7,0.223958333,0,550
+"US_DMG",2024,279,279,25.318125,1.413071667,430.2387546,NA,0.09,0,0.006,7,0.224625,0,550
+"US_DMG",2024,280,280,26.62270833,1.43751125,416.4882085,NA,0.09,0,0.006,7,0.225625,0,550
+"US_DMG",2024,281,281,26.08041667,1.447218837,400.4530598,NA,0.09,0,0.006,7,0.206554216,0,550
+"US_DMG",2024,282,282,24.12229167,1.483812683,430.207715,NA,0.09,0,0.006,7,0.209185233,0,550
+"US_DMG",2024,283,283,20.20916667,1.559611458,415.8339817,NA,0.09,0,0.006,7,0.218662576,0,550
+"US_DMG",2024,284,284,20.13697917,1.528003542,386.6055736,NA,0.09,0,0.006,7,0.228869278,0,550
+"US_DMG",2024,285,285,18.18291667,1.511364583,420.0235446,NA,0.09,0,0.006,7,0.249458333,0,550
+"US_DMG",2024,286,286,18.834375,1.452970833,426.2850806,NA,0.09,0,0.006,7,0.2598125,0,550
+"US_DMG",2024,287,287,20.4059375,1.418132292,418.9824772,NA,0.09,0,0.006,7,0.262333333,0,550
+"US_DMG",2024,288,288,19.801875,1.432283333,412.5735525,NA,0.09,0,0.006,7,0.2688125,0,550
+"US_DMG",2024,289,289,19.38791667,1.42995625,406.5132848,NA,0.09,0,0.006,7,0.2714375,0,550
+"US_DMG",2024,290,290,18.88458333,1.464485417,254.3050404,NA,0.09,0,0.006,7,0.2713125,0,550
+"US_DMG",2024,291,291,17.57916667,1.494254167,384.6424938,NA,0.09,0,0.006,7,0.270176871,0,550
+"US_DMG",2024,292,292,17.55520833,1.450795833,369.2802134,NA,0.09,0,0.006,7,0.239406525,0,550
+"US_DMG",2024,293,293,17.03354167,1.430866667,381.2195635,NA,0.09,0,0.006,7,0.236105794,0,550
+"US_DMG",2024,294,294,15.47125,1.464779167,370.3380519,NA,0.09,0,0.006,7,0.241375526,0,550
+"US_DMG",2024,295,295,16.623125,1.496764583,373.7344621,NA,0.09,0,0.006,7,0.254366025,0,550
+"US_DMG",2024,296,296,16.69583333,1.478658333,372.3327058,NA,0.09,0,0.006,7,0.261907049,0,550
+"US_DMG",2024,297,297,16.5435,1.425783333,368.3710146,NA,0.09,0,0.006,7,0.267646818,0,550
+"US_DMG",2024,298,298,16.81791667,1.3643375,366.5085485,NA,0.09,0,0.006,7,0.275208333,0,550
+"US_DMG",2024,299,299,15.63145833,1.348008542,304.8231294,NA,0.09,0,0.006,7,0.271770833,0,550
+"US_DMG",2024,300,300,16.40604167,1.324116042,298.2440402,NA,0.09,0,0.006,7,0.274666667,0,550
+"US_DMG",2024,301,301,18.011875,1.3343875,290.986961,NA,0.09,0,0.006,7,0.280604167,0,550
+"US_DMG",2024,302,302,14.97958333,1.36329375,330.2020583,NA,0.09,0,0.006,7,0.2888125,0,550
+"US_DMG",2024,303,303,14.0125,1.351733333,343.1158933,NA,0.09,0,0.006,7,0.3005625,0,550
+"US_DMG",2024,304,304,12.687375,1.32596875,277.844629,NA,0.09,0,0.006,7,0.306645833,0,550
+"US_DMG",2024,305,305,13.80395833,1.29019375,337.5128935,NA,0.09,0,0.006,7,0.315270833,0,550
+"US_DMG",2024,306,306,13.93941667,1.3121225,273.9259579,NA,0.09,0,0.006,7,0.329041667,0,550
+"US_DMG",2024,307,307,13.91354167,1.379565625,327.1659825,NA,0.09,0,0.006,7,0.347020833,0,550
+"US_DMG",2024,308,308,15.205625,1.338569583,324.7033715,NA,0.09,0,0.006,7,0.35075,0,550
+"US_DMG",2024,309,309,15.19291667,1.309647917,325.4465515,NA,0.09,0,0.006,7,0.344,0,550
+"US_DMG",2024,310,310,14.7435625,1.350947083,279.2387481,NA,0.09,0,0.006,7,0.334,0,550
+"US_DMG",2024,311,311,15.09458333,1.342185208,316.7920269,NA,0.09,0,0.006,7,0.338645833,0,550
+"US_DMG",2024,312,312,13.12875,1.323734167,311.45981,NA,0.09,0,0.006,7,0.3216875,0,550
+"US_DMG",2024,313,313,11.84754167,1.301007083,301.9575429,NA,0.09,0,0.006,7,0.32125,0,550
+"US_DMG",2024,314,314,11.84845833,1.273713542,291.6997938,NA,0.09,0,0.006,7,0.323104167,0,550
+"US_DMG",2024,315,315,12.63395833,1.245365833,289.4885902,NA,0.09,0,0.006,7,0.325291667,0,550
+"US_DMG",2024,316,316,11.92239583,1.2628525,109.5277788,NA,0.09,0,0.006,7,0.3373125,0,550
+"US_DMG",2024,317,317,10.06425,1.240860625,294.2982029,NA,0.09,0,0.006,7,0.3463125,0,550
+"US_DMG",2024,318,318,9.581520833,1.252833958,191.4421669,NA,0.09,0,0.006,7,0.3579375,0,550
+"US_DMG",2024,319,319,10.73664583,1.315113333,205.8779731,NA,0.09,0,0.006,7,0.39375,0,550
+"US_DMG",2024,320,320,10.96020833,1.403837083,273.8757967,NA,0.09,0,0.006,7,0.4455,0,550
+"US_DMG",2024,321,321,10.6195,1.387313542,282.4177548,NA,0.09,0,0.006,7,0.475291667,0,550
+"US_DMG",2024,322,322,9.574166667,1.396014167,204.0813704,NA,0.09,0,0.006,7,0.484583333,0,550
+"US_DMG",2024,323,323,10.75829167,1.411979583,263.6954358,NA,0.09,0,0.006,7,0.508333333,0,550
+"US_DMG",2024,324,324,8.753083333,1.356187708,204.755204,NA,0.09,0,0.006,7,0.508104167,0,550
+"US_DMG",2024,325,325,12.7525,1.405793333,38.96688833,NA,0.09,0,0.006,7,0.5283125,0,550
+"US_DMG",2024,326,326,15.184375,1.417680417,75.67227583,NA,0.09,0,0.006,7,0.54025,0,550
+"US_DMG",2024,327,327,13.77666667,1.383663542,19.63639333,NA,0.09,0,0.006,7,0.548625,0,550
+"US_DMG",2024,328,328,11.974625,1.337917708,207.3494973,NA,0.09,0,0.006,7,0.556458333,0,550
+"US_DMG",2024,329,329,9.320291667,1.262226667,248.8256806,NA,0.09,0,0.006,7,0.561229167,0,550
+"US_DMG",2024,330,330,11.23933333,1.276692292,95.78506125,NA,0.09,0,0.006,7,0.578395833,0,550
+"US_DMG",2024,331,331,12.09520833,1.331358333,137.3540531,NA,0.09,0,0.006,7,0.605166667,0,550
+"US_DMG",2024,332,332,9.655166667,1.3261025,261.5307988,NA,0.09,0,0.006,7,0.607104167,0,550
+"US_DMG",2024,333,333,8.445895833,1.34341125,253.0698648,NA,0.09,0,0.006,7,0.595125,0,550
+"US_DMG",2024,334,334,7.792666667,1.35931875,243.8147756,NA,0.09,0,0.006,7,0.573916667,0,550
+"US_DMG",2024,335,335,5.336479167,1.356753333,115.7428235,NA,0.09,0,0.006,7,0.511458333,0,550
+"US_DMG",2024,336,336,9.025291667,1.401349375,161.5442746,NA,0.09,0,0.006,7,0.475666667,0,550
+"US_DMG",2024,337,337,10.5325,1.442941458,249.0308917,NA,0.09,0,0.006,7,0.464854167,0,550
+"US_DMG",2024,338,338,9.796354167,1.449345833,235.2146194,NA,0.09,0,0.006,7,0.4443125,0,550
+"US_DMG",2024,339,339,9.7723125,1.441598333,230.2735817,NA,0.09,0,0.006,7,0.442416667,0,550
+"US_DMG",2024,340,340,10.2783125,1.416757083,203.616691,NA,0.09,0,0.006,7,0.4089375,0,550
+"US_DMG",2024,341,341,9.703833333,1.359700625,231.9618788,NA,0.09,0,0.006,7,0.396125,0,550
+"US_DMG",2024,342,342,8.655270833,1.290528542,182.6444256,NA,0.09,0,0.006,7,0.387541667,0,550
+"US_DMG",2024,343,343,11.21370833,1.263243542,224.6316167,NA,0.09,0,0.006,7,0.3815,0,550
+"US_DMG",2024,344,344,7.747354167,1.225852917,239.1333396,NA,0.09,0,0.006,7,0.3835625,0,550
+"US_DMG",2024,345,345,5.982958333,1.201649167,152.2159323,NA,0.09,0,0.006,7,0.371979167,0,550
+"US_DMG",2024,346,346,5.5563125,1.256988958,148.8857252,NA,0.09,0,0.006,7,0.351770833,0,550
+"US_DMG",2024,347,347,10.0616875,1.458885,151.9255029,NA,0.09,0,0.006,7,0.333875,0,550
+"US_DMG",2024,348,348,11.26625,1.480336667,75.34316188,NA,0.09,0,0.006,7,0.327041667,0,550
+"US_DMG",2024,349,349,11.21572917,1.682669583,167.2249158,NA,0.09,0,0.006,7,0.319083333,0,550
+"US_DMG",2024,350,350,6.7309375,1.545108333,109.7446619,NA,0.09,0,0.006,7,0.331354167,0,550
+"US_DMG",2024,351,351,7.170625,1.501230417,51.69118688,NA,0.09,0,0.006,7,0.341458333,0,550
+"US_DMG",2024,352,352,9.101791667,1.467145208,83.66861667,NA,0.09,0,0.006,7,0.327270833,0,550
+"US_DMG",2024,353,353,6.453020833,1.394796875,82.86702146,NA,0.09,0,0.006,7,0.3290625,0,550
+"US_DMG",2024,354,354,7.5327525,1.2135415,12.2209315,NA,0.09,0,0.006,7,0.3250625,0,550
diff --git a/models/peprmt/demo_run/data/PEPRMT_specific_inputs/US_EDN_formatted.csv b/models/peprmt/demo_run/data/PEPRMT_specific_inputs/US_EDN_formatted.csv
new file mode 100644
index 0000000000..2bd3448e10
--- /dev/null
+++ b/models/peprmt/demo_run/data/PEPRMT_specific_inputs/US_EDN_formatted.csv
@@ -0,0 +1,1172 @@
+"site","Year","DOY_disc","DOY","TA_C","WTD_cm","PAR_umol_m2_day","LAI","EVI","FPAR","LUE","Wetland_age_years","Salinity_daily_ave_ppt","NO3_mg_L","SOM_MEM_gC_m3","CO2_gC_m2_day","GPP_gC_m2_day","Reco_gC_m2_day","CH4_gC_m2_day"
+"US_EDN",2018,93,1,12.93291667,10.13505,1177.156478,NA,0.041662857,0,0.006,7,34.68548308,0.905,550,-0.940681481,-2.489409487,1.548728006,-0.000883111
+"US_EDN",2018,94,2,13.29916667,7.1149875,423.7955579,NA,0.045745714,0,0.006,7,34.68548308,0.905,550,-1.044650769,-2.504295264,1.459644494,0.000979193
+"US_EDN",2018,95,3,14.261875,6.1643625,254.3315423,NA,0.049828571,0,0.006,7,34.68548308,0.905,550,-1.290568162,-2.692570241,1.402002079,0.000295951
+"US_EDN",2018,96,4,15.55541667,6.84735,111.6160072,NA,0.053911429,0,0.006,7,34.68548308,0.905,550,-0.666597414,-2.022394805,1.355797391,-0.000791236
+"US_EDN",2018,97,5,15.56666667,6.14535,497.2897855,NA,0.057994286,0,0.006,7,34.68548308,0.905,550,-1.213840908,-2.617208663,1.403367755,-0.002209833
+"US_EDN",2018,98,6,13.90166667,-1.4464875,527.8838942,NA,0.062077143,0,0.006,7,34.68548308,0.905,550,-1.040106915,-2.425392842,1.385285927,-0.00440135
+"US_EDN",2018,99,7,16.06145833,-8.1462,502.5882066,NA,0.06616,0,0.006,7,34.68548308,0.905,550,0.30550847,-1.010732413,1.316240883,0.003986174
+"US_EDN",2018,100,8,15.04833333,-10.828425,303.4701247,NA,0.070242857,0,0.006,7,34.68548308,0.905,550,-0.193071172,-1.407064644,1.213993472,-0.001385477
+"US_EDN",2018,101,9,12.714375,-0.1799625,386.4502352,NA,0.074325714,0,0.006,7,34.68548308,0.905,550,-0.924045776,-2.252392012,1.328346237,-0.002217271
+"US_EDN",2018,102,10,11.73229167,1.4200125,563.2636735,NA,0.078408571,0,0.006,7,34.68548308,0.905,550,-0.669379795,-1.998141144,1.328761349,-0.00360223
+"US_EDN",2018,103,11,12.73152083,-0.0717375,562.7509231,NA,0.082491429,0,0.006,7,34.68548308,0.905,550,-0.688417325,-2.082255136,1.393837811,-0.002809395
+"US_EDN",2018,104,12,14.46739583,4.11320625,563.6909655,NA,0.086574286,0,0.006,7,34.68548308,0.905,550,-0.323542804,-1.723825226,1.400282422,-0.002370448
+"US_EDN",2018,105,13,13.115625,9.1932,486.8638601,NA,0.090657143,0,0.006,7,34.68548308,0.905,550,-0.673023825,-2.088384201,1.415360377,-0.001700279
+"US_EDN",2018,106,14,10.411875,11.8885875,374.2296834,NA,0.09474,0,0.006,7,34.68548308,0.905,550,-0.730476128,-2.180559949,1.450083821,-0.001066124
+"US_EDN",2018,107,15,11.22710417,9.5632125,582.6627313,NA,0.094955,0,0.006,7,34.68548308,0.905,550,-0.991436539,-2.427060887,1.435624349,-0.002066507
+"US_EDN",2018,108,16,11.50125,10.0122,402.9437072,NA,0.09517,0,0.006,7,34.68548308,0.905,550,-0.77478156,-2.201137878,1.426356318,-0.001617406
+"US_EDN",2018,109,17,11.9255,10.4582625,582.6627313,NA,0.095385,0,0.006,7,34.68548308,0.905,550,-1.40191985,-2.851149776,1.449229926,-0.003022258
+"US_EDN",2018,110,18,13.34895833,7.8403875,588.9866532,NA,0.0956,0,0.006,7,34.68548308,0.905,550,-1.279728609,-2.686488683,1.406760073,-0.00319941
+"US_EDN",2018,111,19,15.15125,6.1819125,583.3463985,NA,0.095815,0,0.006,7,34.68548308,0.905,550,-1.410410785,-2.830281422,1.419870637,-0.001665651
+"US_EDN",2018,112,20,16.25958333,6.3047625,576.4242678,NA,0.09603,0,0.006,7,34.68548308,0.905,550,-1.169875162,-2.634045105,1.464169944,-0.000839571
+"US_EDN",2018,113,21,16.23395833,7.1910375,588.302986,NA,0.096245,0,0.006,7,34.68548308,0.905,550,-1.30210605,-2.784183438,1.482077388,-0.001807932
+"US_EDN",2018,114,22,13.87958333,8.2352625,578.6461863,NA,0.09646,0,0.006,7,34.68548308,0.905,550,-1.993594745,-3.392553108,1.398958362,-0.001893792
+"US_EDN",2018,115,23,13.38458333,9.552975,577.8770607,NA,0.096675,0,0.006,7,34.68548308,0.905,550,-2.299341867,-3.711842907,1.41250104,-0.002274163
+"US_EDN",2018,116,24,12.68833333,10.8999375,561.9817975,NA,0.09689,0,0.006,7,34.68548308,0.905,550,-1.527017155,-2.894608459,1.367591303,-0.001861434
+"US_EDN",2018,117,25,14.62020833,11.0695875,517.8852609,NA,0.097105,0,0.006,7,34.68548308,0.905,550,-1.504337462,-2.899361445,1.395023984,-0.001693332
+"US_EDN",2018,118,26,13.82958333,12.0597,349.1049125,NA,0.09732,0,0.006,7,34.68548308,0.905,550,-1.256289306,-2.629733929,1.373444623,-0.001171659
+"US_EDN",2018,119,27,13.53020833,12.764625,528.9948535,NA,0.097535,0,0.006,7,34.68548308,0.905,550,-1.576227647,-2.942215242,1.365987596,-0.002642429
+"US_EDN",2018,120,28,12.70291667,11.5258875,513.5268823,NA,0.09775,0,0.006,7,34.68548308,0.905,550,-1.558849206,-2.937706726,1.378857519,-0.001851753
+"US_EDN",2018,121,29,12.80729167,11.319675,588.5593612,NA,0.098695714,0,0.006,7,34.68548308,0.905,550,-1.674026892,-3.024277376,1.350250485,-0.001048792
+"US_EDN",2018,122,30,13.80895833,11.1719625,602.3181643,NA,0.099641429,0,0.006,7,34.68548308,0.905,550,-1.743123503,-3.077079662,1.333956159,-0.001667812
+"US_EDN",2018,123,31,12.98354167,5.36145,451.5695392,NA,0.100587143,0,0.006,7,34.68548308,0.905,550,-1.533345759,-2.860642443,1.327296684,-0.001700311
+"US_EDN",2018,124,32,14.610625,-2.5550625,607.6165853,NA,0.101532857,0,0.006,7,34.68548308,0.905,550,-1.659418226,-2.909128577,1.24971035,-0.002187252
+"US_EDN",2018,125,33,13.47229167,-4.873125,431.9995647,NA,0.102478571,0,0.006,7,34.68548308,0.905,550,-1.084937517,-2.291796863,1.206859347,-0.000409102
+"US_EDN",2018,126,34,13.44895833,-10.6149,491.9913644,NA,0.103424286,0,0.006,7,34.68548308,0.905,550,-0.753422251,-1.869640351,1.1162181,-0.000157145
+"US_EDN",2018,127,35,15.333125,-16.9489875,618.4698026,NA,0.10437,0,0.006,7,34.68548308,0.905,550,-0.76943505,-1.890013763,1.120578713,-0.001172973
+"US_EDN",2018,128,36,14.62958333,-15.6912375,612.2313392,NA,0.105315714,0,0.006,7,34.68548308,0.905,550,-0.355225428,-1.479217263,1.123991835,-0.001832691
+"US_EDN",2018,129,37,14.81145833,-6.2230125,494.4696581,NA,0.106261429,0,0.006,7,34.68548308,0.905,550,-0.355635849,-1.502184768,1.146548919,-0.002219338
+"US_EDN",2018,130,38,14.28604167,-4.1930625,602.8309147,NA,0.107207143,0,0.006,7,34.68548308,0.905,550,-1.213376441,-2.350371694,1.136995253,-0.001668571
+"US_EDN",2018,131,39,16.748125,-2.410275,625.0500998,NA,0.108152857,0,0.006,7,34.68548308,0.905,550,-0.385661266,-1.623203691,1.237542425,0.000748673
+"US_EDN",2018,132,40,17.79458333,2.2858125,630.4339792,NA,0.109098571,0,0.006,7,34.68548308,0.905,550,-0.172446986,-1.490597035,1.31815005,-0.0000284
+"US_EDN",2018,133,41,15.37708333,3.843375,599.8398706,NA,0.110044286,0,0.006,7,34.68548308,0.905,550,-1.72444523,-2.967947005,1.243501775,0.00068855
+"US_EDN",2018,134,42,14.0675,5.0733375,551.8977058,NA,0.11099,0,0.006,7,34.68548308,0.905,550,-2.009460974,-3.231316858,1.221855885,-0.00197839
+"US_EDN",2018,135,43,14.6225,6.1468125,521.9872643,NA,0.112475714,0,0.006,7,34.68548308,0.905,550,-1.657950371,-2.883632425,1.225682055,-0.001259466
+"US_EDN",2018,136,44,14.685625,7.148625,502.8445817,NA,0.113961429,0,0.006,7,34.68548308,0.905,550,-1.871304278,-3.13453487,1.263230592,-0.000495264
+"US_EDN",2018,137,45,14.22520833,7.856475,520.6199298,NA,0.115447143,0,0.006,7,34.68548308,0.905,550,-2.589721443,-3.781127512,1.19140607,-0.002515422
+"US_EDN",2018,138,46,13.708125,7.3343625,456.7825019,NA,0.116932857,0,0.006,7,34.68548308,0.905,550,-2.486005318,-3.712467232,1.226461914,-0.001328518
+"US_EDN",2018,139,47,13.345,6.113175,486.6074849,NA,0.118418571,0,0.006,7,34.68548308,0.905,550,-2.199412404,-3.380331162,1.180918758,-0.002892074
+"US_EDN",2018,140,48,13.38583333,4.235325,387.3048193,NA,0.119904286,0,0.006,7,34.68548308,0.905,550,-2.090822458,-3.209632675,1.118810217,-0.003013019
+"US_EDN",2018,141,49,14.234375,1.6803375,629.8357704,NA,0.12139,0,0.006,7,34.68548308,0.905,550,-3.101390539,-4.249264304,1.147873765,-0.001476798
+"US_EDN",2018,142,50,14.02354167,1.2708375,445.5874509,NA,0.122875714,0,0.006,7,34.68548308,0.905,550,-2.399098553,-3.535816647,1.136718093,-0.002544738
+"US_EDN",2018,143,51,14.39916667,1.2298875,407.8148363,NA,0.124361429,0,0.006,7,34.68548308,0.905,550,-2.29427899,-3.456232921,1.16195393,0.000132927
+"US_EDN",2018,144,52,14.220625,1.637925,229.4631467,NA,0.125847143,0,0.006,7,34.68548308,0.905,550,-1.470589146,-2.568049213,1.097460067,-0.000671522
+"US_EDN",2018,145,53,15.11125,1.4697375,324.6638089,NA,0.127332857,0,0.006,7,34.68548308,0.905,550,-2.418548935,-3.563489727,1.144940793,0.00069292
+"US_EDN",2018,146,54,14.92854167,1.6218375,389.5267378,NA,0.128818571,0,0.006,7,34.68548308,0.905,550,-2.15624719,-3.242755078,1.086507888,0.001212523
+"US_EDN",2018,147,55,17.35041667,2.2682625,647.9529521,NA,0.130304286,0,0.006,7,34.68548308,0.905,550,-1.844167842,-3.023195108,1.179027266,0.003031462
+"US_EDN",2018,148,56,20.39354167,3.5304,651.7985803,NA,0.13179,0,0.006,7,34.68548308,0.905,550,-1.375539369,-2.623969661,1.248430292,0.00112169
+"US_EDN",2018,149,57,17.80583333,5.376075,644.961908,NA,0.131657857,0,0.006,7,34.68548308,0.905,550,-2.184214193,-3.319197274,1.134983081,-0.000282057
+"US_EDN",2018,150,58,13.77666667,5.6554125,603.9418739,NA,0.131525714,0,0.006,7,34.68548308,0.905,550,-2.395937661,-3.521045535,1.125107874,-0.001302405
+"US_EDN",2018,151,59,13.51,6.5738625,557.6234188,NA,0.131393571,0,0.006,7,34.68548308,0.905,550,-2.422672585,-3.50112757,1.078454986,-0.002296726
+"US_EDN",2018,152,60,15.89479167,1.8119625,655.3023749,NA,0.131261429,0,0.006,7,34.68548308,0.905,550,-1.789141885,-2.890961446,1.101819561,-0.00111222
+"US_EDN",2018,153,61,20.05125,-0.532425,664.1900489,NA,0.131129286,0,0.006,7,34.68548308,0.905,550,-1.58189261,-2.765053631,1.183161021,-0.002875472
+"US_EDN",2018,154,62,18.44270833,-0.567525,651.7985803,NA,0.130997143,0,0.006,7,34.68548308,0.905,550,-1.206461685,-2.294098443,1.087636758,-0.001011406
+"US_EDN",2018,155,63,15.92166667,-2.0812125,663.5918401,NA,0.130865,0,0.006,7,34.68548308,0.905,550,-1.692371802,-2.692729399,1.000357597,-0.002395993
+"US_EDN",2018,156,64,15.09375,-5.16855,663.5918401,NA,0.130732857,0,0.006,7,34.68548308,0.905,550,-1.796688175,-2.796178011,0.999489836,-0.003896128
+"US_EDN",2018,157,65,14.926875,-4.4373,445.7583677,NA,0.130600714,0,0.006,7,34.68548308,0.905,550,-2.169884992,-3.166021301,0.996136309,-0.003353765
+"US_EDN",2018,158,66,15.66458333,-3.7119,610.0948791,NA,0.130468571,0,0.006,7,34.68548308,0.905,550,-1.804631884,-2.785664306,0.981032422,-0.002545919
+"US_EDN",2018,159,67,16.564375,-2.503875,638.2961524,NA,0.130336429,0,0.006,7,34.68548308,0.905,550,-2.369267164,-3.440649471,1.071382308,-0.002086763
+"US_EDN",2018,160,68,16.364375,-0.690375,542.4972813,NA,0.130204286,0,0.006,7,34.68548308,0.905,550,-1.632649168,-2.620287936,0.987638769,-0.002601618
+"US_EDN",2018,161,69,15.18145833,-0.234075,659.9171287,NA,0.130072143,0,0.006,7,34.68548308,0.905,550,-1.402461575,-2.409653956,1.007192381,-0.001585278
+"US_EDN",2018,162,70,16.86395833,0.86865,662.9936313,NA,0.12994,0,0.006,7,34.68548308,0.905,550,-1.766011048,-2.782172385,1.016161337,-0.001810382
+"US_EDN",2018,163,71,18.42791667,5.1801,664.3609657,NA,0.130235714,0,0.006,7,34.68548308,0.905,550,-2.039918412,-3.08821197,1.048293558,-0.003538279
+"US_EDN",2018,164,72,17.00333333,8.3815125,666.326509,NA,0.130531429,0,0.006,7,34.68548308,0.905,550,-2.117813289,-3.192067539,1.07425425,0.000886073
+"US_EDN",2018,165,73,16.49875,9.336525,658.2079606,NA,0.130827143,0,0.006,7,34.68548308,0.905,550,-2.282296107,-3.337803889,1.055507782,-0.000538522
+"US_EDN",2018,166,74,15.67270833,12.185475,642.0563222,NA,0.131122857,0,0.006,7,34.68548308,0.905,550,-2.920957496,-4.012070844,1.091113348,-0.000305771
+"US_EDN",2018,167,75,16.37645833,12.4472625,658.2079606,NA,0.131418571,0,0.006,7,34.68548308,0.905,550,-2.881873893,-4.026204328,1.144330435,0.000401941
+"US_EDN",2018,168,76,16.72604167,9.9405375,608.7275446,NA,0.131714286,0,0.006,7,34.68548308,0.905,550,-2.74711655,-3.817814381,1.07069783,0.00077251
+"US_EDN",2018,169,77,16.52458333,5.9947125,644.1927823,NA,0.13201,0,0.006,7,34.68548308,0.905,550,-3.113295682,-4.147842866,1.034547184,-0.001437781
+"US_EDN",2018,170,78,14.86375,3.5962125,642.5854073,NA,0.132305714,0,0.006,7,34.68548308,0.905,550,-2.618849087,-3.667695994,1.048846906,0.00048125
+"US_EDN",2018,171,79,14.18895833,1.8997125,680.0332737,NA,0.132601429,0,0.006,7,34.68548308,0.905,550,-2.433741324,-3.437348216,1.003606892,-0.000781206
+"US_EDN",2018,172,80,15.37520833,0.34215,734.2297378,NA,0.132897143,0,0.006,7,34.68548308,0.905,550,-1.956279045,-2.889979164,0.933700119,-0.000273682
+"US_EDN",2018,173,81,18.60645833,0.2544,786.3503178,NA,0.133192857,0,0.006,7,34.68548308,0.905,550,-1.380688547,-2.276441688,0.895753141,-0.000860461
+"US_EDN",2018,174,82,22.09270833,0.6097875,784.7809893,NA,0.133488571,0,0.006,7,34.68548308,0.905,550,-0.787571645,-1.844472832,1.056901187,0.00040246
+"US_EDN",2018,175,83,18.83458333,7.289025,768.6432261,NA,0.133784286,0,0.006,7,34.68548308,0.905,550,-2.171104744,-3.130520917,0.959416173,0.002433585
+"US_EDN",2018,176,84,17.215625,6.0576,721.0468812,NA,0.13408,0,0.006,7,34.68548308,0.905,550,-2.880252355,-3.836977979,0.956725624,-0.000541019
+"US_EDN",2018,177,85,16.09020833,5.317575,791.6617004,NA,0.134372857,0,0.006,7,34.68548308,0.905,550,-2.920569336,-3.903798616,0.98322928,0.0000407
+"US_EDN",2018,178,86,15.31145833,6.1965375,736.7029201,NA,0.134665714,0,0.006,7,34.68548308,0.905,550,-3.365783409,-4.384647633,1.018864224,-0.00143706
+"US_EDN",2018,179,87,15.75104167,5.229825,782.0470799,NA,0.134958571,0,0.006,7,34.68548308,0.905,550,-3.089563287,-4.051347357,0.96178407,-0.000597807
+"US_EDN",2018,180,88,17.79229167,2.246325,777.2248709,NA,0.135251429,0,0.006,7,34.68548308,0.905,550,-2.161400428,-3.073896386,0.912495959,0.00090889
+"US_EDN",2018,181,89,20.4275,2.9410125,771.3100914,NA,0.135544286,0,0.006,7,34.68548308,0.905,550,-1.243030579,-2.230430353,0.987399774,-0.000558795
+"US_EDN",2018,182,90,17.0875,6.955575,730.1499801,NA,0.135837143,0,0.006,7,34.68548308,0.905,550,-3.112230839,-4.11806214,1.005831301,0.001365767
+"US_EDN",2018,183,91,16.81333333,2.6163375,593.966031,NA,0.13613,0,0.006,7,34.68548308,0.905,550,-2.930411904,-3.875656852,0.945244948,0.003329979
+"US_EDN",2018,184,92,17.35958333,1.3673625,754.0176798,NA,0.136422857,0,0.006,7,34.68548308,0.905,550,-2.767944976,-3.695972414,0.928027438,0.00121942
+"US_EDN",2018,185,93,16.940625,2.3823375,745.3665077,NA,0.136715714,0,0.006,7,34.68548308,0.905,550,-3.003838599,-3.971400455,0.967561856,0.001305908
+"US_EDN",2018,186,94,17.50375,-0.0307875,749.5356575,NA,0.137008571,0,0.006,7,34.68548308,0.905,550,-2.859212078,-3.823795144,0.964583065,-0.000533365
+"US_EDN",2018,187,95,20.25166667,-2.7247125,636.7898292,NA,0.137301429,0,0.006,7,34.68548308,0.905,550,-1.901526125,-2.742726561,0.841200436,-0.001799282
+"US_EDN",2018,188,96,18.89416667,-1.0603875,793.7872467,NA,0.137594286,0,0.006,7,34.68548308,0.905,550,-2.590255018,-3.49843224,0.908177222,0.000298545
+"US_EDN",2018,189,97,17.54270833,2.357475,776.7108661,NA,0.137887143,0,0.006,7,34.68548308,0.905,550,-2.854973895,-3.798342209,0.943368315,0.001212063
+"US_EDN",2018,190,98,18.74,2.4291375,773.2990663,NA,0.13818,0,0.006,7,34.68548308,0.905,550,-2.135240883,-3.040932136,0.905691253,0.001337651
+"US_EDN",2018,191,99,18.39625,3.890175,774.3196265,NA,0.137997143,0,0.006,7,34.68548308,0.905,550,-2.398831875,-3.320589958,0.921758083,0.000535216
+"US_EDN",2018,192,100,17.90270833,5.3190375,763.5081446,NA,0.137814286,0,0.006,7,34.68548308,0.905,550,-3.092841379,-4.024376539,0.931535161,-0.0000578
+"US_EDN",2018,193,101,18.18666667,10.4685,698.6988478,NA,0.137631429,0,0.006,7,34.68548308,0.905,550,-3.758066802,-4.733600853,0.97553405,-0.000182528
+"US_EDN",2018,194,102,18.7325,12.40485,651.1769964,NA,0.137448571,0,0.006,7,34.68548308,0.905,550,-2.922875171,-3.905104707,0.982229536,0.000202684
+"US_EDN",2018,195,103,17.22520833,13.37595,696.5733015,NA,0.137265714,0,0.006,7,34.68548308,0.905,550,-3.240142663,-4.310721709,1.070579046,0.000763392
+"US_EDN",2018,196,104,16.799375,11.904675,684.018673,NA,0.137082857,0,0.006,7,34.68548308,0.905,550,-3.069862666,-4.143577074,1.073714408,0.001223586
+"US_EDN",2018,197,105,17.33375,9.547125,725.3501192,NA,0.1369,0,0.006,7,34.68548308,0.905,550,-3.041942979,-4.098991425,1.057048445,0.001105368
+"US_EDN",2018,198,106,17.018125,5.81701875,681.4708145,NA,0.136717143,0,0.006,7,34.68548308,0.905,550,-2.438914531,-3.45051772,1.011603189,-0.00415599
+"US_EDN",2018,199,107,17.234375,1.011975,695.1753079,NA,0.136534286,0,0.006,7,34.68548308,0.905,550,-3.002967855,-3.935953896,0.932986042,-0.001752015
+"US_EDN",2018,200,108,17.79583333,-0.7986,716.3860747,NA,0.136351429,0,0.006,7,34.68548308,0.905,550,-2.877423897,-3.770133041,0.892709144,-0.003943319
+"US_EDN",2018,201,109,19.1125,-6.0358125,682.9921943,NA,0.136168571,0,0.006,7,34.68548308,0.905,550,-1.402590816,-2.275733925,0.873143108,0.002539491
+"US_EDN",2018,202,110,18.40354167,-4.8936,727.4558006,NA,0.135985714,0,0.006,7,34.68548308,0.905,550,-2.049483212,-2.942172291,0.89268908,-0.002634044
+"US_EDN",2018,203,111,18.22354167,-4.9594125,683.2588399,NA,0.135802857,0,0.006,7,34.68548308,0.905,550,-1.799686997,-2.678203045,0.878516048,0.002105321
+"US_EDN",2018,204,112,17.47,-6.4043625,686.9561979,NA,0.13562,0,0.006,7,34.68548308,0.905,550,-2.066932208,-2.939407635,0.872475427,0.002533614
+"US_EDN",2018,205,113,17.35104167,-7.5538875,682.9394895,NA,0.135567143,0,0.006,7,34.68548308,0.905,550,-2.028560148,-2.922243568,0.89368342,0.002478445
+"US_EDN",2018,206,114,17.36729167,-8.505975,731.3071116,NA,0.135514286,0,0.006,7,34.68548308,0.905,550,-1.851300517,-2.736239777,0.88493926,0.001506686
+"US_EDN",2018,207,115,15.97979167,-6.4423875,687.8228049,NA,0.135461429,0,0.006,7,34.68548308,0.905,550,-2.899806163,-3.845666375,0.945860212,0.003687373
+"US_EDN",2018,208,116,15.43979167,-6.2990625,650.238379,NA,0.135408571,0,0.006,7,34.68548308,0.905,550,-2.787472451,-3.737072738,0.949600286,0.002989876
+"US_EDN",2018,209,117,15.6925,-6.6954,631.4635479,NA,0.135355714,0,0.006,7,34.68548308,0.905,550,-2.793767297,-3.722822508,0.929055211,0.001064391
+"US_EDN",2018,210,118,15.32958333,-4.8862875,638.8110846,NA,0.135302857,0,0.006,7,34.68548308,0.905,550,-2.823314063,-3.798947943,0.97563388,0.003611964
+"US_EDN",2018,211,119,15.84104167,-7.5378,684.7288439,NA,0.13525,0,0.006,7,34.68548308,0.905,550,-3.240092127,-4.195952005,0.955859878,0.000407033
+"US_EDN",2018,212,120,15.47104167,-7.2921,657.9062376,NA,0.135197143,0,0.006,7,34.68548308,0.905,550,-2.997173345,-3.970573318,0.973399973,0.000979341
+"US_EDN",2018,213,121,15.140625,-8.026275,671.886174,NA,0.135144286,0,0.006,7,34.68548308,0.905,550,-2.241164125,-3.207792036,0.966627911,0.000916349
+"US_EDN",2018,214,122,15.29083333,-10.594425,688.5031784,NA,0.135091429,0,0.006,7,34.68548308,0.905,550,-1.630258568,-2.562731924,0.932473356,0.000935243
+"US_EDN",2018,215,123,17.53541667,-13.6846875,648.5448947,NA,0.135038571,0,0.006,7,34.68548308,0.905,550,-1.771386013,-2.655961622,0.884575609,-0.000665165
+"US_EDN",2018,216,124,18.129375,-12.0934875,718.7102702,NA,0.134985714,0,0.006,7,34.68548308,0.905,550,-1.715981651,-2.582577247,0.866595596,0.001162239
+"US_EDN",2018,217,125,16.70895833,-8.546925,703.0740961,NA,0.134932857,0,0.006,7,34.68548308,0.905,550,-1.240548622,-2.211108572,0.970559951,0.001673189
+"US_EDN",2018,218,126,17.60354167,-8.38605,668.6904052,NA,0.13488,0,0.006,7,34.68548308,0.905,550,-1.446295471,-2.351083404,0.904787933,-0.0000386
+"US_EDN",2018,219,127,15.24645833,-5.2021875,530.2815852,NA,0.135057143,0,0.006,7,34.68548308,0.905,550,-3.276082953,-4.307520917,1.031437964,0.001594557
+"US_EDN",2018,220,128,16.475,25.32238333,600.1241557,NA,0.135234286,0,0.006,7,34.68548308,0.905,550,-2.94614507,-4.327821058,1.381675987,0.001735686
+"US_EDN",2018,221,129,18.06125,2.3301875,628.719706,NA,0.135411429,0,0.006,7,34.68548308,0.905,550,-1.924810363,-3.144385181,1.219574818,-0.00052879
+"US_EDN",2018,222,130,17.85770833,-3.7742875,672.9514303,NA,0.135588571,0,0.006,7,34.68548308,0.905,550,-2.110940236,-3.115284658,1.004344422,0.000470782
+"US_EDN",2018,223,131,18.82479167,-5.2338625,650.8889551,NA,0.135765714,0,0.006,7,34.68548308,0.905,550,-1.808196612,-2.807954458,0.999757846,0.001363756
+"US_EDN",2018,224,132,17.82229167,-3.129325,647.3803139,NA,0.135942857,0,0.006,7,34.68548308,0.905,550,-2.067791063,-3.111221555,1.043430492,0.001034872
+"US_EDN",2018,225,133,15.83166667,0.9729875,607.9236194,NA,0.13612,0,0.006,7,34.68548308,0.905,550,-2.560841546,-3.674291488,1.113449942,0.001661449
+"US_EDN",2018,226,134,16.06458333,-2.011975,438.8508145,NA,0.136297143,0,0.006,7,34.68548308,0.905,550,-1.652766217,-2.707570232,1.054804015,0.001702497
+"US_EDN",2018,227,135,17.251875,-8.172025,525.8690902,NA,0.136474286,0,0.006,7,34.68548308,0.905,550,-1.701438251,-2.665395408,0.963957158,0.001551931
+"US_EDN",2018,228,136,17.33979167,8.1831125,656.1978546,NA,0.136651429,0,0.006,7,34.68548308,0.905,550,-1.755936536,-2.978170808,1.222234272,0.001926866
+"US_EDN",2018,229,137,17.70208333,17.9613875,653.2801947,NA,0.136828571,0,0.006,7,34.68548308,0.905,550,-1.560449268,-2.9442758,1.383826531,0.001951805
+"US_EDN",2018,230,138,17.84291667,-14.3121,645.1281287,NA,0.137005714,0,0.006,7,34.68548308,0.905,550,-1.638652054,-2.614207223,0.975555169,0.000929964
+"US_EDN",2018,231,139,15.7775,-12.8964,598.5324791,NA,0.137182857,0,0.006,7,34.68548308,0.905,550,-1.939344685,-2.970809718,1.031465033,0.001159052
+"US_EDN",2018,232,140,16.23395833,-13.56915,557.2258641,NA,0.13736,0,0.006,7,34.68548308,0.905,550,-1.762285851,-2.778795842,1.016509992,0.001222346
+"US_EDN",2018,233,141,16.64645833,-11.191125,354.4373262,NA,0.137633571,0,0.006,7,34.68548308,0.905,550,-1.126435678,-2.106041522,0.979605844,0.001864173
+"US_EDN",2018,234,142,17.66291667,-11.828775,478.9729837,NA,0.137907143,0,0.006,7,34.68548308,0.905,550,-1.349936295,-2.336716585,0.98678029,0.001599021
+"US_EDN",2018,235,143,17.35354167,-10.55055,444.939412,NA,0.138180714,0,0.006,7,34.68548308,0.905,550,-1.184331358,-2.183492775,0.999161417,0.00218015
+"US_EDN",2018,236,144,16.83125,-11.957475,442.473679,NA,0.138454286,0,0.006,7,34.68548308,0.905,550,-1.191149137,-2.194544685,1.003395547,0.00160403
+"US_EDN",2018,237,145,16.71895833,-12.2806875,549.4139849,NA,0.138727857,0,0.006,7,34.68548308,0.905,550,-1.556217884,-2.563199272,1.006981388,0.000900592
+"US_EDN",2018,238,146,16.41520833,-10.8766875,577.6693484,NA,0.139001429,0,0.006,7,34.68548308,0.905,550,-1.55269573,-2.591834629,1.039138899,0.001696316
+"US_EDN",2018,239,147,17.29,-12.2997,609.1204807,NA,0.139275,0,0.006,7,34.68548308,0.905,550,-1.569774733,-2.581094198,1.011319465,0.001256887
+"US_EDN",2018,240,148,17.53916667,-9.190425,447.8868693,NA,0.139548571,0,0.006,7,34.68548308,0.905,550,-0.70033657,-1.788119796,1.087783225,0.001135724
+"US_EDN",2018,241,149,18.425625,-10.8708375,642.2526818,NA,0.139822143,0,0.006,7,34.68548308,0.905,550,-0.906413461,-1.980221101,1.07380764,-0.000756218
+"US_EDN",2018,242,150,18.23625,-9.69645,470.7018986,NA,0.140095714,0,0.006,7,34.68548308,0.905,550,-0.862994154,-1.903031252,1.040037098,0.004937201
+"US_EDN",2018,243,151,16.79333333,-11.5172625,597.1965634,NA,0.140369286,0,0.006,7,34.68548308,0.905,550,-1.131462461,-2.18797137,1.056508909,0.000515312
+"US_EDN",2018,244,152,16.48229167,-14.519775,586.0324791,NA,0.140642857,0,0.006,7,34.68548308,0.905,550,-1.341710829,-2.387199437,1.045488608,0.000225559
+"US_EDN",2018,245,153,16.74770833,-14.7259875,592.863528,NA,0.140916429,0,0.006,7,34.68548308,0.905,550,-1.683560602,-2.754706929,1.071146327,0.000149125
+"US_EDN",2018,246,154,16.98854167,-12.51980625,514.7709626,NA,0.14119,0,0.006,7,34.68548308,0.905,550,-1.425772414,-2.506287839,1.080515425,-0.000303929
+"US_EDN",2018,247,155,17.43395833,-12.723825,532.1116408,NA,0.1414,0,0.006,7,34.68548308,0.905,550,-1.870211584,-2.975826781,1.105615197,-0.005291061
+"US_EDN",2018,248,156,16.64291667,-6.8167875,556.2003377,NA,0.14161,0,0.006,7,34.68548308,0.905,550,-1.578942107,-2.76579366,1.186851553,0.000667788
+"US_EDN",2018,249,157,15.98,-4.7341875,520.1852404,NA,0.14182,0,0.006,7,34.68548308,0.905,550,-1.620629259,-2.856833059,1.2362038,0.002090296
+"US_EDN",2018,250,158,16.90458333,-8.3143875,563.8607469,NA,0.14203,0,0.006,7,34.68548308,0.905,550,-1.366147774,-2.531768187,1.165620414,0.000905909
+"US_EDN",2018,251,159,17.54541667,-9.8909625,611.5365515,NA,0.14224,0,0.006,7,34.68548308,0.905,550,-0.81767481,-1.931838567,1.114163757,0.000586065
+"US_EDN",2018,252,160,16.79208333,-7.4719875,588.299563,NA,0.14245,0,0.006,7,34.68548308,0.905,550,-0.787172622,-1.951126429,1.163953807,0.004309425
+"US_EDN",2018,253,161,16.9425,-5.4552,596.8141637,NA,0.14266,0,0.006,7,34.68548308,0.905,550,-0.650782981,-1.84174506,1.190962078,0.002890128
+"US_EDN",2018,254,162,16.291875,-3.416475,595.8705801,NA,0.14287,0,0.006,7,34.68548308,0.905,550,-0.91132022,-2.148697446,1.237377225,0.001192474
+"US_EDN",2018,255,163,15.67145833,-1.1832375,550.799563,NA,0.14308,0,0.006,7,34.68548308,0.905,550,-1.1301134,-2.387454045,1.257340645,0.002026032
+"US_EDN",2018,256,164,15.959375,-3.679725,558.1421335,NA,0.14329,0,0.006,7,34.68548308,0.905,550,-1.049628767,-2.268767829,1.219139062,0.002115515
+"US_EDN",2018,257,165,15.91770833,-9.260625,535.8760429,NA,0.1435,0,0.006,7,34.68548308,0.905,550,-1.285261575,-2.444936882,1.159675307,0.001476407
+"US_EDN",2018,258,166,15.244375,-10.1074125,570.2498014,NA,0.14371,0,0.006,7,34.68548308,0.905,550,-1.447524219,-2.603576084,1.156051865,0.00302375
+"US_EDN",2018,259,167,15.91541667,-12.946125,577.2298371,NA,0.14392,0,0.006,7,34.68548308,0.905,550,-1.248918304,-2.377002036,1.128083732,0.001338082
+"US_EDN",2018,260,168,15.40333333,-13.97865,547.5094358,NA,0.14413,0,0.006,7,34.68548308,0.905,550,-1.873903129,-3.013258947,1.139355818,0.006361118
+"US_EDN",2018,261,169,15.12416667,-16.0188375,565.9912594,NA,0.143176429,0,0.006,7,34.68548308,0.905,550,-1.52063162,-2.665406036,1.144774416,0.0000999
+"US_EDN",2018,262,170,16.38833333,-18.8283,547.3902463,NA,0.142222857,0,0.006,7,34.68548308,0.905,550,-1.466663096,-2.57596295,1.109299854,-0.000435365
+"US_EDN",2018,263,171,19.92020833,-21.5076,547.8198252,NA,0.141269286,0,0.006,7,34.68548308,0.905,550,-0.802673815,-1.980408975,1.17773516,0.001584298
+"US_EDN",2018,264,172,17.58541667,-12.1607625,541.3463449,NA,0.140315714,0,0.006,7,34.68548308,0.905,550,-1.058636238,-2.209553338,1.150917099,-0.00253711
+"US_EDN",2018,265,173,15.43729167,-9.9012,483.6809694,NA,0.139362143,0,0.006,7,34.68548308,0.905,550,-1.254766387,-2.478049271,1.223282884,0.000199901
+"US_EDN",2018,266,174,15.81458333,-11.9955,543.7102702,NA,0.138408571,0,0.006,7,34.68548308,0.905,550,-1.315950559,-2.503706567,1.187756007,-0.000623313
+"US_EDN",2018,267,175,16.15916667,-12.1476,533.3333333,NA,0.137455,0,0.006,7,34.68548308,0.905,550,-0.814908217,-2.009497464,1.194589247,-0.0000532
+"US_EDN",2018,268,176,15.37979167,-8.0569875,462.8004569,NA,0.136501429,0,0.006,7,34.68548308,0.905,550,-0.539912653,-1.768523489,1.228610835,0.001201747
+"US_EDN",2018,269,177,15.73083333,-8.201775,427.249702,NA,0.135547857,0,0.006,7,34.68548308,0.905,550,-1.205830334,-2.445770629,1.239940295,0.0000587
+"US_EDN",2018,270,178,14.65854167,-7.5421875,414.5734009,NA,0.134594286,0,0.006,7,34.68548308,0.905,550,-0.826513422,-2.071946338,1.245432915,-0.000556211
+"US_EDN",2018,271,179,15.444375,-9.2328375,364.2679778,NA,0.133640714,0,0.006,7,34.68548308,0.905,550,-0.456709602,-1.651649277,1.194939675,0.001734441
+"US_EDN",2018,272,180,17.55333333,-12.3859875,527.507946,NA,0.132687143,0,0.006,7,34.68548308,0.905,550,-0.802937248,-1.975219407,1.172282159,-0.001305424
+"US_EDN",2018,273,181,17.82958333,-13.6554375,434.7884386,NA,0.131733571,0,0.006,7,34.68548308,0.905,550,-0.946162456,-2.090380168,1.144217712,0.001045079
+"US_EDN",2018,274,182,18.46895833,-15.6181125,343.1987485,NA,0.13078,0,0.006,7,34.68548308,0.905,550,-0.949145238,-2.065649279,1.116504041,0.002088997
+"US_EDN",2018,275,183,19.8425,-18.01515,397.8918355,NA,0.133603571,0,0.006,7,34.68548308,0.905,550,-1.414148376,-2.513105482,1.098957106,-0.00169055
+"US_EDN",2018,276,184,19.591875,-14.227275,420.5055622,NA,0.136427143,0,0.006,7,34.68548308,0.905,550,-1.129383456,-2.273400209,1.144016752,0.000722443
+"US_EDN",2018,277,185,17.33270833,-5.7871875,389.4194478,NA,0.139250714,0,0.006,7,34.68548308,0.905,550,-0.622767688,-1.886639667,1.263871979,0.002252995
+"US_EDN",2018,278,186,16.37145833,-1.0720875,478.1695109,NA,0.142074286,0,0.006,7,34.68548308,0.905,550,-0.906346037,-2.287180711,1.380834674,-0.000811506
+"US_EDN",2018,279,187,17.11,-6.446775,452.9026379,NA,0.144897857,0,0.006,7,34.68548308,0.905,550,-0.174621397,-1.460215982,1.285594585,0.00122991
+"US_EDN",2018,280,188,20.53666667,-9.3045,436.9114745,NA,0.147721429,0,0.006,7,34.68548308,0.905,550,0.247071029,-1.341810935,1.588881964,-0.000636573
+"US_EDN",2018,281,189,19.42875,-6.204,459.9135761,NA,0.150545,0,0.006,7,34.68548308,0.905,550,0.032662362,-1.280130602,1.312792964,0.002900477
+"US_EDN",2018,282,190,16.745,-1.7360625,444.5431209,NA,0.153368571,0,0.006,7,38.4834375,0.905,550,-0.678235525,-2.045532372,1.367296847,-0.001873709
+"US_EDN",2018,283,191,15.72520833,1.017825,445.490073,NA,0.156192143,0,0.006,7,38.65302083,0.905,550,-0.462720652,-1.87433908,1.411618428,0.003322958
+"US_EDN",2018,284,192,15.59479167,1.3790625,416.2793008,NA,0.159015714,0,0.006,7,38.838125,0.905,550,-0.363077679,-1.784004018,1.420926339,0.000458023
+"US_EDN",2018,285,193,17.44208333,-2.9089875,429.5118196,NA,0.161839286,0,0.006,7,38.99854167,0.905,550,-0.360291098,-1.736080856,1.375789758,-0.001954145
+"US_EDN",2018,286,194,15.99875,-3.486675,434.8529996,NA,0.164662857,0,0.006,7,39.12875,0.905,550,0.166510388,-1.194308988,1.360819376,0.002975246
+"US_EDN",2018,287,195,15.706875,-4.048275,399.3345252,NA,0.167486429,0,0.006,7,39.26833333,0.905,550,-1.053697441,-2.418214972,1.364517531,0.000986996
+"US_EDN",2018,288,196,17.75895833,-3.8449875,423.8726659,NA,0.17031,0,0.006,7,39.5996875,0.905,550,-0.945868153,-2.401678857,1.455810704,0.000240692
+"US_EDN",2018,289,197,15.7025,-4.6522875,420.6222686,NA,0.170580714,0,0.006,7,40.065625,0.905,550,-0.503991906,-1.925737641,1.421745735,0.006326029
+"US_EDN",2018,290,198,14.230625,-6.2551875,385.2577473,NA,0.170851429,0,0.006,7,40.46604167,0.905,550,-1.38023066,-2.720233419,1.340002759,-0.001273423
+"US_EDN",2018,291,199,15.06,-9.3790875,372.0450934,NA,0.171122143,0,0.006,7,40.86072917,0.905,550,-1.115770963,-2.393888363,1.2781174,-0.000522274
+"US_EDN",2018,292,200,16.225625,-11.1604125,393.5890029,NA,0.171392857,0,0.006,7,41.1728125,0.905,550,-0.429882226,-1.702129779,1.272247553,0.000268339
+"US_EDN",2018,293,201,14.63416667,-11.2189125,353.2057012,NA,0.171663571,0,0.006,7,41.19677083,0.905,550,-0.872038971,-2.122491055,1.250452084,0.000217328
+"US_EDN",2018,294,202,13.78604167,-10.4628,307.4344458,NA,0.171934286,0,0.006,7,41.06104167,0.905,550,-0.383337836,-1.623446824,1.240108988,0.000396724
+"US_EDN",2018,295,203,14.04,0.552483333,307.2208979,NA,0.172205,0,0.006,7,39.56572917,0.905,550,-0.336602915,-1.777158423,1.440555508,-0.003256045
+"US_EDN",2018,296,204,14.379375,2.7395375,344.246623,NA,0.172475714,0,0.006,7,38.29010417,0.905,550,-0.146815756,-1.617719891,1.470904135,0.001170497
+"US_EDN",2018,297,205,14.886875,3.2909,393.9138856,NA,0.172746429,0,0.006,7,38.65729167,0.905,550,-0.180036628,-1.689104647,1.509068019,0.000232168
+"US_EDN",2018,298,206,15.835,0.9158,345.1157132,NA,0.173017143,0,0.006,7,38.87322917,0.905,550,-0.308778882,-1.784391952,1.47561307,-0.0017001
+"US_EDN",2018,299,207,16.318125,1.6572875,365.375447,NA,0.173287857,0,0.006,7,39.02364583,0.905,550,-0.023099202,-1.499615991,1.476516789,0.001793383
+"US_EDN",2018,300,208,16.03354167,1.8620375,372.2586412,NA,0.173558571,0,0.006,7,39.15364583,0.905,550,-0.126833332,-1.610648493,1.483815162,0.003599802
+"US_EDN",2018,301,209,16.46395833,0.4112375,373.9446762,NA,0.173829286,0,0.006,7,39.24447917,0.905,550,-0.353513622,-1.812139479,1.458625856,-0.000116062
+"US_EDN",2018,302,210,14.90333333,5.6235875,299.8609456,NA,0.1741,0,0.006,7,39.28958333,0.905,550,-0.030893666,-1.602876491,1.571982825,0.001318326
+"US_EDN",2018,303,211,13.95416667,5.1497375,364.5662546,NA,0.172391429,0,0.006,7,39.34427083,0.905,550,-0.865903435,-2.478957646,1.613054211,-0.000359231
+"US_EDN",2018,304,212,15.384375,1.90445,349.9464126,NA,0.170682857,0,0.006,7,39.40447917,0.905,550,-0.284691225,-1.86983099,1.585139765,0.005847007
+"US_EDN",2018,305,213,18.13104167,-2.9583625,339.2481128,NA,0.168974286,0,0.006,7,39.45447917,0.905,550,-0.718213979,-2.162944432,1.444730453,0.004671567
+"US_EDN",2018,306,214,17.33416667,-2.3002375,355.0515986,NA,0.167265714,0,0.006,7,39.4946875,0.905,550,-0.847039331,-2.298380764,1.451341433,-0.000942879
+"US_EDN",2018,307,215,17.13083333,-1.1302375,338.3045292,NA,0.165557143,0,0.006,7,39.5246875,0.905,550,-0.555315497,-2.037511533,1.482196036,0.005614553
+"US_EDN",2018,308,216,15.19166667,0.7359125,340.4996027,NA,0.163848571,0,0.006,7,39.54489583,0.905,550,-0.337622958,-1.808030999,1.470408041,0.004827882
+"US_EDN",2018,309,217,14.62625,1.3472375,347.0575089,NA,0.16214,0,0.006,7,39.55,0.905,550,-0.323281032,-1.836780771,1.513499739,-0.004022334
+"US_EDN",2018,310,218,14.82145833,5.88245,344.0281089,NA,0.160431429,0,0.006,7,39.54510417,0.905,550,-0.005256181,-1.574040349,1.568784168,-0.000795434
+"US_EDN",2018,311,219,14.33375,9.7361375,335.9331545,NA,0.158722857,0,0.006,7,38.4971875,0.905,550,0.018884619,-1.645900829,1.664785448,0.005084599
+"US_EDN",2018,312,220,15.06979167,12.478325,305.4922879,NA,0.157014286,0,0.006,7,37.57645833,0.905,550,0.709352355,-1.094321374,1.803673728,0.001543881
+"US_EDN",2018,313,221,13.03854167,17.60585,238.7115628,NA,0.155305714,0,0.006,7,37.8528125,0.905,550,0.191078244,-1.630408432,1.821486676,0.012158081
+"US_EDN",2018,314,222,10.17122917,16.684475,186.2625087,NA,0.153597143,0,0.006,7,38.03833333,0.905,550,0.078560588,-1.725545426,1.804106014,0.004779532
+"US_EDN",2018,315,223,12.83766667,12.1551125,285.597273,NA,0.151888571,0,0.006,7,38.17875,0.905,550,0.138059463,-1.618263742,1.756323205,0.002433329
+"US_EDN",2018,316,224,11.6319375,14.3123,258.4152761,NA,0.15018,0,0.006,7,38.28895833,0.905,550,-0.27922598,-2.069572007,1.790346028,0.00276879
+"US_EDN",2018,317,225,11.17802083,12.2048375,167.6648788,NA,0.151375,0,0.006,7,38.37916667,0.905,550,-0.244077159,-1.963479702,1.719402543,0.00413529
+"US_EDN",2018,318,226,10.90041667,5.1965375,246.8439611,NA,0.15257,0,0.006,7,38.47385417,0.905,550,-0.545361657,-2.120437674,1.575076017,0.00136501
+"US_EDN",2018,319,227,10.13685417,-0.7002625,200.5512515,NA,0.153765,0,0.006,7,38.58385417,0.905,550,-0.402771027,-1.832841979,1.430070952,0.002722499
+"US_EDN",2018,320,228,10.79833333,-3.913375,231.878228,NA,0.15496,0,0.006,7,38.70854167,0.905,550,-0.324869364,-1.701880051,1.377010688,0.006255706
+"US_EDN",2018,321,229,10.2764375,-1.9901875,230.2070918,NA,0.156155,0,0.006,7,38.81427083,0.905,550,-0.276377769,-1.68785528,1.411477512,0.004101949
+"US_EDN",2018,322,230,9.739666667,-0.4779625,183.4276917,NA,0.15735,0,0.006,7,38.86958333,0.905,550,-0.492066194,-1.924806848,1.432740654,0.000559509
+"US_EDN",2018,323,231,10.40170833,-0.409225,201.6587207,NA,0.158545,0,0.006,7,38.89979167,0.905,550,-0.101746901,-1.531328763,1.429581862,0.016374253
+"US_EDN",2018,324,232,11.128875,-0.1766875,235.6128327,NA,0.15974,0,0.006,7,38.9246875,0.905,550,-0.030668541,-1.457159002,1.426490461,0.005880465
+"US_EDN",2018,325,233,14.059375,-4.1152,67.55562177,NA,0.160935,0,0.006,7,38.95958333,0.905,550,0.690025788,-0.748196482,1.43822227,-0.001122413
+"US_EDN",2018,326,234,14.07416667,-0.00265,272.4746722,NA,0.16213,0,0.006,7,38.99958333,0.905,550,0.521182995,-0.98087906,1.502062055,0.000819349
+"US_EDN",2018,327,235,14.32458333,-1.0190875,61.59614621,NA,0.163325,0,0.006,7,39.04447917,0.905,550,0.098175972,-1.338709401,1.436885373,-0.001369677
+"US_EDN",2018,328,236,14.243125,-3.129475,276.8126738,NA,0.16452,0,0.006,7,39.07979167,0.905,550,-0.234566214,-1.651613319,1.417047105,0.000150302
+"US_EDN",2018,329,237,12.081875,4.1874125,236.3031387,NA,0.165715,0,0.006,7,39.09489583,0.905,550,-0.172499645,-1.669466847,1.496967202,-0.001971112
+"US_EDN",2018,330,238,12.19708333,6.370925,215.9614621,NA,0.16691,0,0.006,7,39.1146875,0.905,550,-0.17574691,-1.723673078,1.547926167,-0.00048773
+"US_EDN",2018,331,239,13.42604167,-0.5306125,108.9590783,NA,0.164912857,0,0.006,7,39.1446875,0.905,550,0.106084463,-1.29866516,1.404749623,0.000325141
+"US_EDN",2018,332,240,15.39083333,-12.980875,190.3208184,NA,0.162915714,0,0.006,7,39.14041667,0.905,550,-0.191979445,-1.556768301,1.364788856,-0.00196736
+"US_EDN",2018,333,241,13.83833333,-10.488775,123.500369,NA,0.160918571,0,0.006,7,39.12,0.905,550,0.106756174,-1.342032881,1.448789055,0.002932853
+"US_EDN",2018,334,242,12.77458333,1.743575,276.7108661,NA,0.158921429,0,0.006,7,38.9584375,0.905,550,0.006459827,-1.588105664,1.594565491,0.000893552
+"US_EDN",2018,335,243,11.26645833,6.953,196.9010727,NA,0.156924286,0,0.006,7,38.6284375,0.905,550,0.079547542,-1.572695924,1.652243466,0.004115794
+"US_EDN",2018,336,244,9.176541667,14.4658625,261.8394915,NA,0.154927143,0,0.006,7,38.2984375,0.905,550,-0.117277821,-1.826876917,1.709599096,0.001983826
+"US_EDN",2018,337,245,10.56983333,11.6812625,238.6049861,NA,0.15293,0,0.006,7,37.9684375,0.905,550,0.119876355,-1.537603488,1.657479843,0.00194709
+"US_EDN",2018,338,246,10.82208333,6.5127875,66.42580453,NA,0.150932857,0,0.006,7,37.6384375,0.905,550,0.66309176,-0.875766181,1.538857941,0.000705453
+"US_EDN",2018,339,247,11.71208333,3.4912625,135.0814462,NA,0.148935714,0,0.006,7,37.3084375,0.905,550,0.719367899,-0.753362604,1.472730503,0.002548904
+"US_EDN",2018,340,248,12.07708333,5.540225,261.2932062,NA,0.146938571,0,0.006,7,36.9784375,0.905,550,0.43274772,-1.100678944,1.533426665,0.002165344
+"US_EDN",2018,341,249,10.4819375,14.7876125,264.2555622,NA,0.144941429,0,0.006,7,36.86385417,0.905,550,0.2763039,-1.430657906,1.706961806,0.003434618
+"US_EDN",2018,342,250,10.21158333,17.2943375,258.7653953,NA,0.142944286,0,0.006,7,36.97875,0.905,550,-0.010483403,-1.751512005,1.741028602,0.003136599
+"US_EDN",2018,343,251,9.097791667,16.4607125,167.4562972,NA,0.140947143,0,0.006,7,37.09385417,0.905,550,-0.043440259,-1.774848379,1.73140812,0.001314422
+"US_EDN",2018,344,252,9.645833333,8.3087375,175.4891736,NA,0.13895,0,0.006,7,37.18427083,0.905,550,-0.085621828,-1.654842432,1.569220603,0.003947389
+"US_EDN",2018,345,253,8.992375,7.0802375,200.4519269,NA,0.140156429,0,0.006,7,37.24447917,0.905,550,0.02267823,-1.530108128,1.552786357,0.002719275
+"US_EDN",2018,346,254,11.72604167,-0.9488875,243.0025824,NA,0.141362857,0,0.006,7,37.299375,0.905,550,-0.207050059,-1.629432064,1.422382005,0.000954462
+"US_EDN",2018,347,255,10.7885,-0.2849125,259.4879817,NA,0.142569286,0,0.006,7,37.3446875,0.905,550,-0.214146511,-1.673228534,1.459082023,0.002900992
+"US_EDN",2018,348,256,12.555,-6.996325,105.8055224,NA,0.143775714,0,0.006,7,37.389375,0.905,550,0.2719555,-1.084476937,1.356432437,0.000229767
+"US_EDN",2018,349,257,13.31666667,-9.7940875,161.5390346,NA,0.144982143,0,0.006,7,37.44447917,0.905,550,-0.17788253,-1.467336643,1.289454113,0.000623632
+"US_EDN",2018,350,258,13.93104167,-9.7823875,53.75695272,NA,0.146188571,0,0.006,7,37.50427083,0.905,550,0.667752393,-0.678214337,1.34596673,-0.000757192
+"US_EDN",2018,351,259,12.31625,-1.5163375,225.9882797,NA,0.147395,0,0.006,7,37.55958333,0.905,550,-0.361791061,-1.793706783,1.431915722,0.001434546
+"US_EDN",2018,352,260,11.88270833,3.393275,262.8103894,NA,0.148601429,0,0.006,7,37.59958333,0.905,550,-0.307062726,-1.816319281,1.509256554,0.00520859
+"US_EDN",2018,353,261,12.35625,1.5490625,121.4938419,NA,0.149807857,0,0.006,7,37.64447917,0.905,550,0.256196873,-1.178147396,1.43434427,0.006132582
+"US_EDN",2018,354,262,10.236875,4.586675,171.7645014,NA,0.151014286,0,0.006,7,37.68958333,0.905,550,0.147696715,-1.353523441,1.501220157,-0.001253452
+"US_EDN",2018,355,263,12.109375,2.1984125,141.4506357,NA,0.152220714,0,0.006,7,37.71979167,0.905,550,0.432760133,-1.016532132,1.449292265,0.003583809
+"US_EDN",2018,356,264,10.52441667,10.7832875,216.2817839,NA,0.153427143,0,0.006,7,37.73979167,0.905,550,0.543045273,-1.063350293,1.606395566,0.003520436
+"US_EDN",2018,357,265,10.81208333,11.6198375,201.4675209,NA,0.154633571,0,0.006,7,37.61291667,0.905,550,0.424910862,-1.19879554,1.623706402,0.011991613
+"US_EDN",2018,358,266,11.824375,3.8993,82.61074692,NA,0.15584,0,0.006,7,37.47489583,0.905,550,0.583141387,-0.91760581,1.500747197,0.004495551
+"US_EDN",2018,359,267,11.12041667,1.3092125,262.65147,NA,0.145005333,0,0.006,7,37.49958333,0.905,550,0.426701058,-1.089675208,1.516376266,0.003121169
+"US_EDN",2018,360,268,9.706416667,5.961425,244.2789035,NA,0.134170667,0,0.006,7,37.43677083,0.905,550,-0.096326962,-1.637937189,1.541610227,0.002052422
+"US_EDN",2018,361,269,11.08125,2.9530625,265.8571712,NA,0.123336,0,0.006,7,37.34510417,0.905,550,0.836873736,-1.24450967,2.081383406,0.001205121
+"US_EDN",2018,362,270,10.796375,7.096325,264.4070322,NA,0.112501333,0,0.006,7,37.34979167,0.905,550,0.346857768,-1.468301724,1.815159491,0.001355545
+"US_EDN",2018,363,271,8.398604167,13.31195,256.5132102,NA,0.101666667,0,0.006,7,37.36489583,0.905,550,-0.302284486,-1.984507244,1.682222757,-0.000362813
+"US_EDN",2018,364,272,9.6948125,1.7040875,255.2791021,NA,0.090832,0,0.006,7,37.21333333,0.905,550,-0.222867661,-1.704350049,1.481482388,0.001693211
+"US_EDN",2018,365,273,9.75625,2.916268317,292.1693526,NA,0.079997333,0,0.006,7,37.07447917,0.905,550,0.549797291,-1.04418162,1.59397891,0.002580347
+"US_EDN",2019,1,274,6.115625,0.750378218,280.054522,NA,0.069162667,0,0.006,7,37.1146875,0.905,550,0.093367239,-1.375086359,1.468453599,0.004360342
+"US_EDN",2019,2,275,5.535666667,3.409753465,251.7949975,NA,0.058328,0,0.006,7,37.13979167,0.905,550,-0.131621667,-1.629661378,1.49803971,0.001309634
+"US_EDN",2019,3,276,6.661916667,12.6903875,238.7812872,NA,0.047493333,0,0.006,7,37.15979167,0.905,550,0.318600356,-1.319195721,1.637796077,0.003502499
+"US_EDN",2019,4,277,7.476520833,4.6173875,257.1439213,NA,0.036658667,0,0.006,7,37.16020833,0.905,550,0.374172526,-1.130236845,1.504409371,0.004506792
+"US_EDN",2019,5,278,10.8075,-6.8690875,106.2897298,NA,0.025824,0,0.006,7,37.15489583,0.905,550,0.616814951,-0.867965891,1.484780842,0.000795606
+"US_EDN",2019,6,279,10.20314583,-4.6899625,36.28327374,NA,0.014989333,0,0.006,7,37.18447917,0.905,550,0.623285135,-0.942743012,1.566028147,-0.000704643
+"US_EDN",2019,7,280,12.215625,-2.93935,191.2296385,NA,0.004154667,0,0.006,7,37.2246875,0.905,550,0.022444383,-1.347651795,1.370096178,0.00061332
+"US_EDN",2019,8,281,13.03416667,-9.067225,55.97437426,NA,-0.00668,0,0.006,7,37.25958333,0.905,550,0.531216753,-0.806129169,1.337345922,0.000542028
+"US_EDN",2019,9,282,13.62541667,-9.12865,184.8058204,NA,-0.004810357,0,0.006,7,37.28979167,0.905,550,-0.025772656,-1.447049437,1.421276781,-0.000813548
+"US_EDN",2019,10,283,10.2956875,-3.5316625,273.3735598,NA,-0.002940714,0,0.006,7,37.30979167,0.905,550,-0.489268018,-1.88091163,1.391643612,0.000132266
+"US_EDN",2019,11,284,11.38604167,-11.0489125,101.1878353,NA,-0.001071071,0,0.006,7,37.349375,0.905,550,0.104695233,-1.228250642,1.332945875,-0.00000908
+"US_EDN",2019,12,285,12.76770833,-13.6507,236.0846246,NA,0.000798571,0,0.006,7,37.38979167,0.905,550,-0.331455147,-1.77690177,1.445446623,-0.000502265
+"US_EDN",2019,13,286,11.668625,-8.7001375,202.7810886,NA,0.002668214,0,0.006,7,37.40489583,0.905,550,-0.041886231,-1.525105295,1.483219063,-0.000686768
+"US_EDN",2019,14,287,11.88208333,-10.5034,126.4849027,NA,0.004537857,0,0.006,7,37.41,0.905,550,0.272204258,-1.198430196,1.470634454,0.000728684
+"US_EDN",2019,15,288,11.77270833,-9.21055,47.85955503,NA,0.0064075,0,0.006,7,37.41,0.905,550,0.258512829,-1.171801522,1.430314351,0.000681036
+"US_EDN",2019,16,289,13.96125,-7.0592125,64.56346841,NA,0.008277143,0,0.006,7,37.4246875,0.905,550,0.389348981,-1.26420953,1.653558511,0.005817799
+"US_EDN",2019,17,290,13.58208333,1.2975125,116.3413786,NA,0.010146786,0,0.006,7,37.44979167,0.905,550,0.513670682,-0.970986601,1.484657284,-0.000640291
+"US_EDN",2019,18,291,13.36166667,8.2356125,204.1468017,NA,0.012016429,0,0.006,7,37.47958333,0.905,550,-0.122104899,-1.604458885,1.482353985,0.002449346
+"US_EDN",2019,19,292,14.28229167,6.60785,235.6128327,NA,0.013886071,0,0.006,7,37.38739583,0.905,550,-0.074763413,-1.519056134,1.444292721,-0.001566009
+"US_EDN",2019,20,293,13.00333333,5.1380375,140.3655145,NA,0.015755714,0,0.006,7,37.1965625,0.905,550,0.618405731,-0.905950697,1.524356428,0.000617025
+"US_EDN",2019,21,294,10.88470833,14.911925,300.1688518,NA,0.017625357,0,0.006,7,37.09552083,0.905,550,0.389418016,-1.169621314,1.55903933,0.00092671
+"US_EDN",2019,22,295,9.651520833,21.750575,291.6691498,NA,0.019495,0,0.006,7,37.08958333,0.905,550,0.215759825,-1.442084013,1.657843838,0.000350525
+"US_EDN",2019,23,296,9.524958333,19.2540875,300.2507946,NA,0.021364643,0,0.006,7,37.12958333,0.905,550,0.164644765,-1.480917516,1.645562281,0.002701563
+"US_EDN",2019,24,297,11.01647917,9.6396125,308.1942789,NA,0.023234286,0,0.006,7,37.17447917,0.905,550,-0.09906083,-1.60215348,1.503092649,0.007716057
+"US_EDN",2019,25,298,11.3500625,5.9307125,303.2255662,NA,0.025103929,0,0.006,7,37.20979167,0.905,550,-0.517522611,-2.001978664,1.484456053,0.000270393
+"US_EDN",2019,26,299,12.06152083,3.4415375,234.5575089,NA,0.026973571,0,0.006,7,37.2346875,0.905,550,-0.682948141,-2.121025931,1.438077789,0.004269394
+"US_EDN",2019,27,300,12.80833333,-3.1207,274.7715534,NA,0.028843214,0,0.006,7,37.27447917,0.905,550,-0.866926313,-2.237639816,1.370713503,0.004088914
+"US_EDN",2019,28,301,13.640625,-9.0979375,211.072209,NA,0.030712857,0,0.006,7,37.3146875,0.905,550,-0.710011351,-2.007378567,1.297367215,0.000916221
+"US_EDN",2019,29,302,12.595625,-9.4109125,195.0238379,NA,0.0325825,0,0.006,7,37.33979167,0.905,550,-0.957982466,-2.229938142,1.271955676,0.000444203
+"US_EDN",2019,30,303,12.81166667,-11.3209375,271.6328963,NA,0.034452143,0,0.006,7,37.3646875,0.905,550,-0.711172752,-2.004397991,1.293225238,-0.001776619
+"US_EDN",2019,31,304,13.42458333,-10.4054125,256.2648987,NA,0.036321786,0,0.006,7,37.37020833,0.905,550,-0.650280651,-1.921822138,1.271541487,-0.00002
+"US_EDN",2019,32,305,13.40083333,-10.3396,97.48212157,NA,0.038191429,0,0.006,7,37.32572917,0.905,550,0.60223587,-0.746649592,1.348885462,0.004454132
+"US_EDN",2019,33,306,12.38083333,-10.3205875,197.946464,NA,0.040061071,0,0.006,7,37.25572917,0.905,550,0.705469579,-0.785453304,1.490922883,0.002972243
+"US_EDN",2019,34,307,11.925625,-0.5701,153.0368494,NA,0.041930714,0,0.006,7,37.0584375,0.905,550,0.543348717,-0.804832938,1.348181655,0.006625977
+"US_EDN",2019,35,308,8.928895833,5.6967125,182.4543107,NA,0.043800357,0,0.006,7,36.89,0.905,550,0.328951007,-1.087826422,1.41677743,0.00246373
+"US_EDN",2019,36,309,6.525375,16.1331125,349.5952523,NA,0.04567,0,0.006,7,36.90958333,0.905,550,0.170009189,-1.323457744,1.493466933,0.000941087
+"US_EDN",2019,37,310,7.146541667,21.0515,345.4608661,NA,0.041107143,0,0.006,7,36.9446875,0.905,550,-0.242104133,-1.794886183,1.552782049,0.005546268
+"US_EDN",2019,38,311,7.614979167,19.3038125,303.8860747,NA,0.036544286,0,0.006,7,36.9746875,0.905,550,-0.483489539,-2.014673403,1.531183864,0.0035219
+"US_EDN",2019,39,312,8.528458333,7.4429375,112.4006754,NA,0.031981429,0,0.006,7,36.98510417,0.905,550,-0.069459603,-1.359003919,1.289544316,0.005042871
+"US_EDN",2019,40,313,8.744458333,1.9205375,250.4568931,NA,0.027418571,0,0.006,7,36.98,0.905,550,-0.31633667,-1.628014529,1.311677859,0.00167864
+"US_EDN",2019,41,314,7.664166667,4.0353125,359.7424478,NA,0.022855714,0,0.006,7,36.98979167,0.905,550,-0.910549558,-2.278869305,1.368319747,-0.000993918
+"US_EDN",2019,42,315,7.8484375,8.1683375,291.3016488,NA,0.018292857,0,0.006,7,37.00489583,0.905,550,-1.080101359,-2.413733999,1.33363264,0.000522428
+"US_EDN",2019,43,316,8.431479167,1.4788625,102.4980135,NA,0.01373,0,0.006,7,37.01,0.905,550,0.04447793,-1.172704375,1.217182306,0.008146258
+"US_EDN",2019,44,317,12.948125,-14.4272875,120.0486691,NA,0.009167143,0,0.006,7,37.01979167,0.905,550,0.089889783,-1.30285381,1.392743594,0.001355764
+"US_EDN",2019,45,318,12.80375,-8.4017875,168.3253874,NA,0.004604286,0,0.006,7,37.01041667,0.905,550,-0.134875821,-1.498288544,1.363412723,-0.000184078
+"US_EDN",2019,46,319,9.139,7.8188,227.1503774,NA,0.0000414,0,0.006,7,36.92635417,0.905,550,-0.027609676,-1.351199135,1.323589459,0.000562579
+"US_EDN",2019,47,320,8.929145833,12.074675,314.4840087,NA,-0.004521429,0,0.006,7,36.8453125,0.905,550,-0.299777974,-1.714214427,1.414436453,-0.003407992
+"US_EDN",2019,48,321,8.253833333,13.1232875,382.0707787,NA,-0.009084286,0,0.006,7,36.82510417,0.905,550,-0.160511798,-1.563308701,1.402796903,-0.002508606
+"US_EDN",2019,49,322,7.318104167,21.036875,405.5125844,NA,-0.013647143,0,0.006,7,36.81510417,0.905,550,0.167294558,-1.278458065,1.445752623,0.001721086
+"US_EDN",2019,50,323,7.55075,19.609475,401.8285014,NA,-0.01821,0,0.006,7,36.780625,0.905,550,-0.140688652,-1.554281715,1.413593064,0.003359402
+"US_EDN",2019,51,324,9.949166667,6.025775,377.401172,NA,-0.013064286,0,0.006,7,36.75489583,0.905,550,0.039055319,-1.252577133,1.291632453,-0.000184301
+"US_EDN",2019,52,325,9.149625,2.896025,374.7914184,NA,-0.007918571,0,0.006,7,36.76,0.905,550,-0.007183245,-1.397962981,1.390779735,0.001466778
+"US_EDN",2019,53,326,8.594020833,12.8849,414.7865618,NA,-0.002772857,0,0.006,7,36.76979167,0.905,550,-0.70010198,-2.073326112,1.373224133,0.000235515
+"US_EDN",2019,54,327,8.519958333,12.8541875,313.4559992,NA,0.002372857,0,0.006,7,36.7946875,0.905,550,-1.119889834,-2.449242271,1.329352437,0.000186121
+"US_EDN",2019,55,328,10.43616667,1.3998875,317.3420739,NA,0.007518571,0,0.006,7,36.81489583,0.905,550,-1.334841312,-2.546291155,1.211449843,0.001687531
+"US_EDN",2019,56,329,11.69354167,-7.3341625,115.5517481,NA,0.012664286,0,0.006,7,36.81020833,0.905,550,-0.344186066,-1.459358,1.115171934,0.001996672
+"US_EDN",2019,57,330,12.888125,-11.9059375,90.91179976,NA,0.01781,0,0.006,7,36.8,0.905,550,0.05982049,-1.205723845,1.265544336,-0.002470226
+"US_EDN",2019,58,331,12.698125,-8.89465,184.602205,NA,0.022955714,0,0.006,7,36.8,0.905,550,-0.488271897,-1.526158177,1.03788628,-0.001301264
+"US_EDN",2019,59,332,11.37041667,-5.563075,369.0430075,NA,0.028101429,0,0.006,7,36.7746216,0.905,550,-1.347436363,-2.49554608,1.148109717,0.001340719
+"US_EDN",2019,60,333,10.6865,-5.487025,187.4180572,NA,0.033247143,0,0.006,7,36.72278486,0.905,550,-0.981453587,-2.210290034,1.228836447,0.00094055
+"US_EDN",2019,61,334,13.085625,-12.951625,250.6778903,NA,0.038392857,0,0.006,7,36.67094813,0.905,550,-0.846999888,-2.27415243,1.427152541,0.002045324
+"US_EDN",2019,62,335,12.778125,-7.43215,216.9447755,NA,0.043538571,0,0.006,7,36.61911139,0.905,550,-0.341382445,-1.797950545,1.4565681,-0.001254846
+"US_EDN",2019,63,336,11.42270833,-2.550325,204.2659913,NA,0.048684286,0,0.006,7,36.56727466,0.905,550,-0.723282671,-2.202478088,1.479195418,0.000504896
+"US_EDN",2019,64,337,12.58645833,-9.4781875,125.8045292,NA,0.05383,0,0.006,7,36.51543793,0.905,550,0.019430417,-1.484961127,1.504391544,0.004095041
+"US_EDN",2019,65,338,13.21625,-9.31,232.2978745,NA,0.05564,0,0.006,7,36.46360119,0.905,550,0.009796036,-1.411441786,1.421237821,-0.000593709
+"US_EDN",2019,66,339,10.74395833,0.643775,200.8939213,NA,0.05745,0,0.006,7,36.41176446,0.905,550,-0.460765408,-1.930571867,1.469806459,-0.000408165
+"US_EDN",2019,67,340,9.9525,3.911,431.8211511,NA,0.05926,0,0.006,7,36.35992772,0.905,550,-0.466305537,-1.955797204,1.489491667,-0.00044273
+"US_EDN",2019,68,341,9.366208333,0.6774125,251.1943782,NA,0.06107,0,0.006,7,36.30809099,0.905,550,-0.455388082,-1.864966845,1.409578763,0.006031412
+"US_EDN",2019,69,342,10.30841667,-2.1744625,325.5040723,NA,0.06288,0,0.006,7,36.25625425,0.905,550,-1.028789732,-2.444756579,1.415966847,0.000817886
+"US_EDN",2019,70,343,10.546875,-1.620175,508.4511768,NA,0.06469,0,0.006,7,36.20441752,0.905,550,-1.422110545,-2.919228528,1.497117983,0.000691842
+"US_EDN",2019,71,344,11.24958333,-6.70675,499.1288703,NA,0.0665,0,0.006,7,36.15258078,0.905,550,-1.110917468,-2.586641047,1.47572358,-0.002269428
+"US_EDN",2019,72,345,11.28314583,-0.5715625,526.3260631,NA,0.06831,0,0.006,7,36.10074405,0.905,550,-0.681932316,-2.141742357,1.45981004,0.00124233
+"US_EDN",2019,73,346,11.6440625,1.0562,524.5920123,NA,0.07012,0,0.006,7,36.04890731,0.905,550,-0.38790012,-1.975414029,1.587513909,0.00035329
+"US_EDN",2019,74,347,12.049375,-1.959475,516.7636808,NA,0.07193,0,0.006,7,35.99707058,0.905,550,-0.744092761,-2.158821046,1.414728285,0.00640701
+"US_EDN",2019,75,348,13.21691667,-5.12725,525.702558,NA,0.07374,0,0.006,7,35.94523384,0.905,550,-0.966362419,-2.406556665,1.440194246,0.005665569
+"US_EDN",2019,76,349,14.70625,-5.6639875,443.4100296,NA,0.07555,0,0.006,7,35.89339711,0.905,550,-0.784123534,-2.23485365,1.450730116,0.003061332
+"US_EDN",2019,77,350,14.93270833,-7.9220875,520.6719663,NA,0.07736,0,0.006,7,35.84156037,0.905,550,-0.57488403,-2.009165163,1.434281133,-0.001544779
+"US_EDN",2019,78,351,14.36375,-6.1319875,331.6870282,NA,0.07917,0,0.006,7,35.78972364,0.905,550,-0.294457642,-1.841782765,1.547325123,0.001413226
+"US_EDN",2019,79,352,12.97958333,3.609725,474.7342764,NA,0.076199286,0,0.006,7,35.7378869,0.905,550,-0.520330525,-1.956108703,1.435778178,0.000571281
+"US_EDN",2019,80,353,11.84416667,8.3336,537.571736,NA,0.073228571,0,0.006,7,35.68605017,0.905,550,-0.677933139,-2.177400556,1.499467417,0.001215201
+"US_EDN",2019,81,354,12.2325,8.7972125,177.4160707,NA,0.070257857,0,0.006,7,35.63421344,0.905,550,-0.464057888,-1.949218862,1.485160975,0.001314554
+"US_EDN",2019,82,355,12.91145833,6.844775,533.0109062,NA,0.067287143,0,0.006,7,35.5823767,0.905,550,-0.962712694,-2.383662026,1.420949332,-0.0000832
+"US_EDN",2019,83,356,12.27295833,4.007525,429.9935439,NA,0.064316429,0,0.006,7,35.53053997,0.905,550,-1.280990389,-2.701787951,1.420797563,0.001729331
+"US_EDN",2019,84,357,13.3125,-0.1152625,157.590882,NA,0.061345714,0,0.006,7,35.47870323,0.905,550,-0.333537001,-1.730668744,1.397131743,0.0000423
+"US_EDN",2019,85,358,14.13625,-8.3111125,452.4483512,NA,0.058375,0,0.006,7,35.4268665,0.905,550,-1.797310793,-3.154388186,1.357077394,0.00102119
+"US_EDN",2019,86,359,14.68583333,-8.7908125,237.6117402,NA,0.055404286,0,0.006,7,35.37502976,0.905,550,-0.620376446,-1.914979492,1.294603046,0.000200515
+"US_EDN",2019,87,360,13.20104167,-0.8903875,434.8918999,NA,0.052433571,0,0.006,7,35.32319303,0.905,550,-1.366207081,-2.692042939,1.325835859,-0.000634338
+"US_EDN",2019,88,361,12.56520833,0.2211125,581.0084273,NA,0.049462857,0,0.006,7,35.27135629,0.905,550,-1.610088655,-2.87527062,1.265181966,-0.000343774
+"US_EDN",2019,89,362,13.09947917,-2.796025,579.1839032,NA,0.046492143,0,0.006,7,35.21951956,0.905,550,-1.04173832,-2.338491881,1.296753561,0.00062624
+"US_EDN",2019,90,363,14.649375,-7.4277625,552.4307834,NA,0.043521429,0,0.006,7,35.16768282,0.905,550,-0.931367027,-2.252072568,1.32070554,0.001374844
+"US_EDN",2019,91,364,14.40333333,-9.248575,207.2929082,NA,0.040550714,0,0.006,7,35.11584609,0.905,550,-0.369026735,-1.66259889,1.293572155,0.001368325
+"US_EDN",2019,92,365,14.05458333,-10.3264375,419.3658125,NA,0.03758,0,0.006,7,35.06400935,0.905,550,-1.13460837,-2.41284379,1.27823542,-0.000162526
+"US_EDN",2019,93,366,14.163125,-6.1202875,269.9592769,NA,0.041662857,0,0.006,7,35.01217262,0.905,550,-1.23693454,-2.495097367,1.258162827,0.00070382
+"US_EDN",2019,94,367,14.55229167,-6.3367375,335.597934,NA,0.045745714,0,0.006,7,34.96033588,0.905,550,-1.334823875,-2.622975674,1.288151799,0.000127193
+"US_EDN",2019,95,368,14.05083333,-2.6863375,248.7658919,NA,0.049828571,0,0.006,7,34.90849915,0.905,550,-0.508620936,-1.813072564,1.304451628,0.00087587
+"US_EDN",2019,96,369,15.66020833,-4.334575,501.0404251,NA,0.053911429,0,0.006,7,34.85666241,0.905,550,-1.509538985,-2.799489728,1.289950743,-0.000631843
+"US_EDN",2019,97,370,16.18770833,-3.6837625,582.2109654,NA,0.057994286,0,0.006,7,34.80482568,0.905,550,-1.476338004,-2.784078249,1.307740245,-0.000406988
+"US_EDN",2019,98,371,16.62145833,-7.7963125,430.4181565,NA,0.062077143,0,0.006,7,34.75298895,0.905,550,-1.391263376,-2.648476102,1.257212726,-0.000810581
+"US_EDN",2019,99,372,14.57291667,-0.40045,611.5713151,NA,0.06616,0,0.006,7,34.70115221,0.905,550,-1.424151123,-2.679415625,1.255264502,-0.000685713
+"US_EDN",2019,100,373,14.01270833,-0.0904,619.9418951,NA,0.070242857,0,0.006,7,34.64931548,0.905,550,-1.543006634,-2.804653448,1.261646814,-0.000986521
+"US_EDN",2019,101,374,13.129375,-4.357975,431.6597139,NA,0.074325714,0,0.006,7,34.59747874,0.905,550,-1.442248058,-2.729525738,1.28727768,-0.001136483
+"US_EDN",2019,102,375,13.81979167,-12.84925,635.7518872,NA,0.078408571,0,0.006,7,34.54564201,0.905,550,-1.691821568,-2.951434588,1.25961302,-0.000927069
+"US_EDN",2019,103,376,14.739375,-12.3476125,627.1429281,NA,0.082491429,0,0.006,7,34.49380527,0.905,550,-1.560218114,-2.799056853,1.238838739,0.000294445
+"US_EDN",2019,104,377,12.77458333,-3.6398875,571.776917,NA,0.086574286,0,0.006,7,34.44196854,0.905,550,-2.104182209,-3.320442724,1.216260516,-0.000128126
+"US_EDN",2019,105,378,12.47604167,-0.76315,334.1924911,NA,0.090657143,0,0.006,7,34.3901318,0.905,550,-0.860183129,-2.155767247,1.295584118,0.000530776
+"US_EDN",2019,106,379,13.64,2.3666,627.0684346,NA,0.09474,0,0.006,7,34.33829507,0.905,550,-1.469530868,-2.772227484,1.302696616,-0.00055713
+"US_EDN",2019,107,380,14.69604167,3.57755,657.0520461,NA,0.094955,0,0.006,7,34.28645833,0.905,550,-1.411124197,-2.756862852,1.345738655,-0.000430486
+"US_EDN",2019,108,381,17.27395833,-3.7071625,644.8549861,NA,0.09517,0,0.006,7,34.3040625,0.905,550,-1.169404546,-2.489365234,1.319960688,0.003019571
+"US_EDN",2019,109,382,15.58145833,-5.2618,611.3478347,NA,0.095385,0,0.006,7,33.41979167,0.905,550,-1.92368536,-3.166721003,1.243035642,0.000818718
+"US_EDN",2019,110,383,13.14541667,4.09235,548.7584426,NA,0.0956,0,0.006,7,32.4940625,0.905,550,-0.852714711,-2.131538754,1.278824043,-0.001905218
+"US_EDN",2019,111,384,13.38916667,5.14535,669.9642431,NA,0.095815,0,0.006,7,32.6134375,0.905,550,-1.692140157,-2.938419521,1.246279363,-0.000273064
+"US_EDN",2019,112,385,15.93833333,-2.71705,669.7208979,NA,0.09603,0,0.006,7,32.78302083,0.905,550,-1.652597162,-2.931626445,1.279029283,0.001303527
+"US_EDN",2019,113,386,20.61333333,-16.4864875,668.4271951,NA,0.096245,0,0.006,7,32.94364583,0.905,550,-1.497822574,-2.9159626,1.418140026,0.004177208
+"US_EDN",2019,114,387,19.66979167,-19.532875,675.0620779,NA,0.09646,0,0.006,7,33.039375,0.905,550,-2.029484901,-3.307835515,1.278350613,0.000556227
+"US_EDN",2019,115,388,15.20729167,-11.8094125,683.3109853,NA,0.096675,0,0.006,7,33.0846875,0.905,550,-2.218477195,-3.38238611,1.163908915,-0.002091642
+"US_EDN",2019,116,389,16.02604167,-14.2576375,666.177493,NA,0.09689,0,0.006,7,33.11958333,0.905,550,-2.07901668,-3.302770863,1.223754183,0.000317258
+"US_EDN",2019,117,390,14.99291667,-12.6225625,544.1522646,NA,0.097105,0,0.006,7,33.13020833,0.905,550,-2.005209132,-3.213503017,1.208293885,0.000511169
+"US_EDN",2019,118,391,14.35604167,-11.8445125,642.4637465,NA,0.09732,0,0.006,7,33.12489583,0.905,550,-2.286975865,-3.488662042,1.201686177,0.000657084
+"US_EDN",2019,119,392,15.11875,-11.9205625,675.1390544,NA,0.097535,0,0.006,7,33.13,0.905,550,-2.446696779,-3.666187007,1.219490228,-0.000850165
+"US_EDN",2019,120,393,14.56458333,-4.0230625,675.9535161,NA,0.09775,0,0.006,7,33.1446875,0.905,550,-2.124758786,-3.35118207,1.226423284,0.002079547
+"US_EDN",2019,121,394,15.32375,-2.16715,687.6440207,NA,0.098695714,0,0.006,7,33.189375,0.905,550,-2.535464186,-3.771245343,1.235781157,0.001218761
+"US_EDN",2019,122,395,15.82145833,-2.7711625,692.4513309,NA,0.099641429,0,0.006,7,33.24447917,0.905,550,-2.321662723,-3.559218168,1.237555445,0.001999525
+"US_EDN",2019,123,396,14.881875,-1.7883625,691.2544696,NA,0.100587143,0,0.006,7,33.28958333,0.905,550,-2.477141295,-3.698220234,1.221078939,0.000891386
+"US_EDN",2019,124,397,13.34854167,0.5136125,662.6862336,NA,0.101532857,0,0.006,7,33.31489583,0.905,550,-2.830904327,-4.041342527,1.2104382,0.001435895
+"US_EDN",2019,125,398,13.731875,1.7362625,605.5174811,NA,0.102478571,0,0.006,7,33.32489583,0.905,550,-2.520550785,-3.709884909,1.189334123,0.001018067
+"US_EDN",2019,126,399,14.331875,3.6901625,442.8784267,NA,0.103424286,0,0.006,7,33.34958333,0.905,550,-1.569975927,-2.756990298,1.187014372,0.000771155
+"US_EDN",2019,127,400,14.73,5.64845,601.0553238,NA,0.10437,0,0.006,7,33.37979167,0.905,550,-2.787811641,-3.998785687,1.210974046,-0.00090709
+"US_EDN",2019,128,401,14.61833333,1.597325,551.9343464,NA,0.105315714,0,0.006,7,33.4046875,0.905,550,-3.226503662,-4.465546128,1.239042466,-0.001333423
+"US_EDN",2019,129,402,14.945625,-3.85195,490.1246524,NA,0.106261429,0,0.006,7,33.42489583,0.905,550,-3.197694805,-4.37612658,1.178431775,0.001790418
+"US_EDN",2019,130,403,15.50541667,-4.37845,664.8167461,NA,0.107207143,0,0.006,7,33.40552083,0.905,550,-3.461469486,-4.622984671,1.161515186,-0.000067
+"US_EDN",2019,131,404,15.22125,-1.0147,655.537346,NA,0.108152857,0,0.006,7,33.37510417,0.905,550,-4.14616314,-5.299426286,1.153263145,-0.001380058
+"US_EDN",2019,132,405,14.49354167,1.62365,590.1196861,NA,0.109098571,0,0.006,7,33.340625,0.905,550,-3.757313122,-4.951408093,1.194094971,0.000793511
+"US_EDN",2019,133,406,14.76125,3.7706,649.3643226,NA,0.110044286,0,0.006,7,33.31979167,0.905,550,-3.968614078,-5.158646836,1.190032759,0.0012951
+"US_EDN",2019,134,407,15.42020833,3.2558,456.1953715,NA,0.11099,0,0.006,7,33.31041667,0.905,550,-3.362198273,-4.577184241,1.214985967,0.0007347
+"US_EDN",2019,135,408,15.95416667,-0.5686375,189.1711363,NA,0.112475714,0,0.006,7,33.21166667,0.905,550,-0.796369924,-2.341854292,1.545484368,-0.0000865
+"US_EDN",2019,136,409,13.9325,10.0067,409.3886571,NA,0.113961429,0,0.006,7,33.18875,0.905,550,-1.869651883,-3.116251174,1.246599291,0.001181498
+"US_EDN",2019,137,410,14.47416667,13.654175,690.5939611,NA,0.115447143,0,0.006,7,33.25,0.905,550,-2.781578526,-3.939201311,1.157622785,0.002390501
+"US_EDN",2019,138,411,13.45375,11.3741375,205.6143226,NA,0.116932857,0,0.006,7,33.29895833,0.905,550,-1.371121031,-2.767515787,1.396394755,0.001343433
+"US_EDN",2019,139,412,13.853125,10.32845,378.9556019,NA,0.118418571,0,0.006,7,33.38916667,0.905,550,-2.031532357,-3.315986284,1.284453927,0.001581281
+"US_EDN",2019,140,413,14.03645833,10.103225,673.5624469,NA,0.119904286,0,0.006,7,33.27822917,0.905,550,-3.01694261,-4.205514826,1.188572217,-0.000602769
+"US_EDN",2019,141,414,14.14854167,8.6187875,510.9704013,NA,0.12139,0,0.006,7,33.1640625,0.905,550,-2.34895908,-3.575237738,1.226278658,-0.001494364
+"US_EDN",2019,142,415,15.23041667,1.1629625,698.0308899,NA,0.122875714,0,0.006,7,33.23447917,0.905,550,-2.789046492,-3.960869597,1.171823106,-0.00021473
+"US_EDN",2019,143,416,16.265625,-5.1228625,688.6571315,NA,0.124361429,0,0.006,7,33.25510417,0.905,550,-3.085501583,-4.272122644,1.186621061,-0.000257156
+"US_EDN",2019,144,417,15.871875,-3.030025,709.0658522,NA,0.125847143,0,0.006,7,33.2059375,0.905,550,-2.976955857,-4.142842617,1.16588676,-0.000037
+"US_EDN",2019,145,418,15.1825,-7.7641375,701.5271156,NA,0.127332857,0,0.006,7,33.09145833,0.905,550,-2.877576039,-3.984987095,1.107411056,0.004199804
+"US_EDN",2019,146,419,13.28416667,-1.5514375,489.9160707,NA,0.128818571,0,0.006,7,33.02489583,0.905,550,-1.881638039,-3.091691719,1.21005368,-0.003565845
+"US_EDN",2019,147,420,13.61604167,3.182675,516.6666667,NA,0.130304286,0,0.006,7,33.02510417,0.905,550,-1.609983875,-2.814627855,1.20464398,-0.000724393
+"US_EDN",2019,148,421,14.57416667,-1.795675,689.8639253,NA,0.13179,0,0.006,7,33.00041667,0.905,550,-1.10216663,-2.344260404,1.242093773,-0.0000412
+"US_EDN",2019,149,422,15.30041667,-6.610225,709.2272547,NA,0.131657857,0,0.006,7,32.98489583,0.905,550,-2.385367877,-3.545076897,1.15970902,-0.001800436
+"US_EDN",2019,150,423,13.89291667,-3.223075,697.6708383,NA,0.131525714,0,0.006,7,32.99489583,0.905,550,-3.081637485,-4.295345628,1.213708143,0.004559418
+"US_EDN",2019,151,424,15.83229167,-8.32135,720.458383,NA,0.131393571,0,0.006,7,33.00979167,0.905,550,-3.027168664,-4.182338452,1.155169788,0.000325568
+"US_EDN",2019,152,425,16.07729167,-9.57325,711.2385777,NA,0.131261429,0,0.006,7,33.03958333,0.905,550,-2.915995462,-4.061425726,1.145430264,-0.002998936
+"US_EDN",2019,153,426,16.54083333,-6.8413,675.1614025,NA,0.131129286,0,0.006,7,33.09427083,0.905,550,-2.825992818,-3.973243541,1.147250723,0.002281837
+"US_EDN",2019,154,427,16.77291667,-4.9502875,670.6545491,NA,0.130997143,0,0.006,7,33.16427083,0.905,550,-2.940733382,-4.082587427,1.141854044,-0.000774031
+"US_EDN",2019,155,428,19.865,-9.5747125,760.2925109,NA,0.130865,0,0.006,7,33.21958333,0.905,550,-2.685671045,-3.839945414,1.154274369,0.002764234
+"US_EDN",2019,156,429,18.91166667,-7.2756625,758.8423719,NA,0.130732857,0,0.006,7,33.20572917,0.905,550,-3.390786458,-4.434354671,1.043568213,0.000507912
+"US_EDN",2019,157,430,15.48145833,3.9036875,741.803238,NA,0.130600714,0,0.006,7,33.13572917,0.905,550,-3.326859223,-4.466609392,1.13975017,0.005465829
+"US_EDN",2019,158,431,16.42958333,3.9329375,754.8569726,NA,0.130468571,0,0.006,7,33.1,0.905,550,-3.080217372,-4.221927052,1.141709681,0.000522826
+"US_EDN",2019,159,432,20.71208333,-5.3802625,766.0856178,NA,0.130336429,0,0.006,7,33.09510417,0.905,550,-2.011788986,-3.397939931,1.386150945,0.001407544
+"US_EDN",2019,160,433,24.37541667,-12.08875,758.1893127,NA,0.130204286,0,0.006,7,33.10958333,0.905,550,-1.626765521,-3.090568086,1.463802565,0.000206141
+"US_EDN",2019,161,434,27.17416667,-18.134725,734.3886571,NA,0.130072143,0,0.006,7,33.09083333,0.905,550,-1.342824625,-2.803089046,1.460264421,-0.001603597
+"US_EDN",2019,162,435,27.53020833,-18.3658,712.4255066,NA,0.12994,0,0.006,7,33.0646875,0.905,550,-1.391232276,-2.90023613,1.509003854,-0.000274347
+"US_EDN",2019,163,436,24.01083333,-13.1110375,761.1442193,NA,0.130235714,0,0.006,7,33.08,0.905,550,-2.111343891,-3.323875357,1.212531466,0.002423364
+"US_EDN",2019,164,437,18.20208333,-0.853825,704.4075288,NA,0.130531429,0,0.006,7,33.08979167,0.905,550,-3.335145206,-4.478141303,1.142996097,0.002421489
+"US_EDN",2019,165,438,16.266875,5.5563125,692.8684942,NA,0.130827143,0,0.006,7,33.07552083,0.905,550,-3.657573298,-4.78578408,1.128210782,0.003481905
+"US_EDN",2019,166,439,15.41125,9.9233375,571.4863925,NA,0.131122857,0,0.006,7,33.04020833,0.905,550,-3.482183321,-4.65883604,1.17665272,0.003754794
+"US_EDN",2019,167,440,15.45416667,8.8410875,600.5611839,NA,0.131418571,0,0.006,7,33.03489583,0.905,550,-3.47866699,-4.659342594,1.180675604,0.00322699
+"US_EDN",2019,168,441,18.00208333,3.1724375,735.1609058,NA,0.131714286,0,0.006,7,33.05958333,0.905,550,-3.308206639,-4.427768969,1.119562331,0.002561413
+"US_EDN",2019,169,442,17.914375,5.3544875,734.2719507,NA,0.13201,0,0.006,7,33.06041667,0.905,550,-3.842766906,-4.970214222,1.127447316,0.002485631
+"US_EDN",2019,170,443,18.21104167,4.0791875,689.4666269,NA,0.132305714,0,0.006,7,33.04,0.905,550,-3.316522969,-4.452833537,1.136310568,0.0000645
+"US_EDN",2019,171,444,18.364375,0.78125,754.9761621,NA,0.132601429,0,0.006,7,33.0253125,0.905,550,-3.281326591,-4.382740318,1.101413727,0.001378489
+"US_EDN",2019,172,445,18.17583333,0.86315,719.9046484,NA,0.132897143,0,0.006,7,32.9659375,0.905,550,-2.886300996,-4.050371358,1.164070363,0.00226614
+"US_EDN",2019,173,446,20.16895833,-3.3064375,764.1463051,NA,0.133192857,0,0.006,7,32.9053125,0.905,550,-2.7800806,-3.939264252,1.159183652,0.000260484
+"US_EDN",2019,174,447,21.25291667,-7.3575625,765.7851609,NA,0.133488571,0,0.006,7,32.860625,0.905,550,-2.407823568,-3.571982204,1.164158636,0.002966958
+"US_EDN",2019,175,448,18.75625,-5.0044,652.9002781,NA,0.133784286,0,0.006,7,32.80552083,0.905,550,-3.759149312,-4.915708985,1.156559674,0.00129405
+"US_EDN",2019,176,449,18.451875,-3.4292875,758.822507,NA,0.13408,0,0.006,7,32.74572917,0.905,550,-3.003419293,-4.105465845,1.102046553,0.008125218
+"US_EDN",2019,177,450,17.41791667,4.2225125,653.0442988,NA,0.134372857,0,0.006,7,32.6659375,0.905,550,-3.516589722,-4.660100466,1.143510744,0.007734458
+"US_EDN",2019,178,451,17.265,8.365775,618.4942392,NA,0.134665714,0,0.006,7,32.61020833,0.905,550,-3.193217055,-4.285626677,1.092409622,0.003809294
+"US_EDN",2019,179,452,17.419375,7.5891875,696.4118991,NA,0.134958571,0,0.006,7,32.63427083,0.905,550,-3.694693827,-4.831795367,1.13710154,0.005225093
+"US_EDN",2019,180,453,16.955,8.2590125,712.8526023,NA,0.135251429,0,0.006,7,32.67,0.905,550,-4.043981288,-5.193114579,1.14913329,0.001884017
+"US_EDN",2019,181,454,16.91208333,8.0835125,762.5099325,NA,0.135544286,0,0.006,7,32.68958333,0.905,550,-4.006107978,-5.162609295,1.156501317,0.005825234
+"US_EDN",2019,182,455,17.13520833,9.020975,723.7981724,NA,0.135837143,0,0.006,7,32.71,0.905,550,-3.852341777,-4.970543087,1.11820131,0.006662734
+"US_EDN",2019,183,456,16.82208333,8.4169625,760.943087,NA,0.13613,0,0.006,7,32.70020833,0.905,550,-3.828664554,-4.98168924,1.153024686,0.006276889
+"US_EDN",2019,184,457,16.72979167,8.0879,756.575288,NA,0.136422857,0,0.006,7,31.6471875,0.905,550,-4.036940966,-5.155250737,1.118309771,0.007045886
+"US_EDN",2019,185,458,17.16354167,7.22795,734.3265793,NA,0.136715714,0,0.006,7,30.88802083,0.905,550,-3.821297632,-4.98229994,1.161002308,0.001511706
+"US_EDN",2019,186,459,17.88083333,6.8023625,727.0585022,NA,0.137008571,0,0.006,7,31.35239583,0.905,550,-3.318829964,-4.462846083,1.144016119,-0.001232427
+"US_EDN",2019,187,460,17.78166667,4.9449875,735.5358562,NA,0.137301429,0,0.006,7,31.5240625,0.905,550,-3.299508985,-4.396636854,1.097127869,0.001861327
+"US_EDN",2019,188,461,16.99333333,6.0623375,687.5297974,NA,0.137594286,0,0.006,7,31.58958333,0.905,550,-3.536183204,-4.70398544,1.167802236,0.005929207
+"US_EDN",2019,189,462,16.34958333,9.5869625,469.2888359,NA,0.137887143,0,0.006,7,31.62958333,0.905,550,-2.915951232,-4.097793852,1.18184262,0.00575787
+"US_EDN",2019,190,463,17.43166667,7.8933875,570.5651569,NA,0.13818,0,0.006,7,31.65489583,0.905,550,-3.098109048,-4.323108474,1.224999426,0.004583995
+"US_EDN",2019,191,464,19.04645833,5.218475,576.4079261,NA,0.137997143,0,0.006,7,31.5865625,0.905,550,-2.933254147,-4.146232115,1.212977968,0.004483222
+"US_EDN",2019,192,465,18.07083333,3.5058875,754.7775129,NA,0.137814286,0,0.006,7,31.48552083,0.905,550,-3.679694995,-4.85160757,1.171912576,0.009406531
+"US_EDN",2019,193,466,17.290625,0.6335375,695.5726063,NA,0.137631429,0,0.006,7,31.48447917,0.905,550,-3.672805908,-4.854112755,1.181306847,0.009414781
+"US_EDN",2019,194,467,17.53604167,-0.7382875,732.9459674,NA,0.137448571,0,0.006,7,31.54916667,0.905,550,-3.666946463,-4.839933705,1.172987242,0.003381527
+"US_EDN",2019,195,468,17.83416667,2.1399125,754.8818037,NA,0.137265714,0,0.006,7,31.6340625,0.905,550,-3.251920412,-4.439450767,1.187530355,0.005487214
+"US_EDN",2019,196,469,19.5875,-1.2384625,753.2553635,NA,0.137082857,0,0.006,7,31.58697917,0.905,550,-2.564535501,-3.691384905,1.126849404,0.004909373
+"US_EDN",2019,197,470,18.50041667,-1.4900125,728.5086412,NA,0.1369,0,0.006,7,31.5634375,0.905,550,-3.091863206,-4.199747168,1.107883962,0.004304678
+"US_EDN",2019,198,471,19.991875,-3.8812,740.6610052,NA,0.136717143,0,0.006,7,31.63020833,0.905,550,-2.839473172,-3.97561508,1.136141908,0.00355081
+"US_EDN",2019,199,472,18.96625,-1.33645,738.0562177,NA,0.136534286,0,0.006,7,31.63958333,0.905,550,-3.453429377,-4.596063521,1.142634144,0.003594387
+"US_EDN",2019,200,473,19.66916667,-2.854525,744.139849,NA,0.136351429,0,0.006,7,31.64041667,0.905,550,-3.003798955,-4.14991235,1.146113395,0.005415103
+"US_EDN",2019,201,474,18.66416667,-0.298075,632.8143623,NA,0.136168571,0,0.006,7,31.62,0.905,550,-2.730593392,-3.916624396,1.186031004,-0.000632519
+"US_EDN",2019,202,475,19.27958333,-2.819425,641.9944378,NA,0.135985714,0,0.006,7,31.61020833,0.905,550,-3.107414076,-4.35163669,1.244222614,0.002767825
+"US_EDN",2019,203,476,19.55666667,-3.4000375,735.1335916,NA,0.135802857,0,0.006,7,31.6,0.905,550,-3.016914391,-4.24046652,1.223552128,0.00174602
+"US_EDN",2019,204,477,18.56145833,0.1801625,731.5653556,NA,0.13562,0,0.006,7,31.66854167,0.905,550,-3.109365961,-4.445823942,1.336457981,0.004908514
+"US_EDN",2019,205,478,21.68708333,-5.7341875,729.8395908,NA,0.135567143,0,0.006,7,31.80854167,0.905,550,-2.022955847,-3.229091209,1.206135362,0.001684271
+"US_EDN",2019,206,479,20.00020833,-3.6077125,677.1478943,NA,0.135514286,0,0.006,7,31.92895833,0.905,550,-3.016791823,-4.18475075,1.167958927,0.004094017
+"US_EDN",2019,207,480,18.24458333,2.8740875,685.3074096,NA,0.135461429,0,0.006,7,31.97020833,0.905,550,-3.496920142,-4.715588886,1.218668744,0.002518428
+"US_EDN",2019,208,481,21.05604167,-0.9956875,684.7189114,NA,0.135408571,0,0.006,7,31.96,0.905,550,-2.306345711,-3.50717633,1.200830618,0.00212302
+"US_EDN",2019,209,482,21.03729167,-2.9452,715.1842471,NA,0.135355714,0,0.006,7,31.96979167,0.905,550,-2.737301969,-3.868468976,1.131167008,0.00216071
+"US_EDN",2019,210,483,17.99083333,5.856125,652.1255463,NA,0.135302857,0,0.006,7,31.99958333,0.905,550,-3.543886145,-4.739210179,1.195324034,0.006123789
+"US_EDN",2019,211,484,17.51791667,7.9255625,675.6406436,NA,0.13525,0,0.006,7,32.049375,0.905,550,-3.550002897,-4.769811543,1.219808646,0.005576804
+"US_EDN",2019,212,485,18.69916667,6.7175375,715.8025427,NA,0.135197143,0,0.006,7,32.09958333,0.905,550,-3.221289235,-4.448906285,1.22761705,0.005876827
+"US_EDN",2019,213,486,18.19020833,11.4852875,502.0907827,NA,0.135144286,0,0.006,7,32.1346875,0.905,550,-2.982212464,-4.258526642,1.276314178,0.007358565
+"US_EDN",2019,214,487,18.44395833,12.080525,643.2111641,NA,0.135091429,0,0.006,7,32.14510417,0.905,550,-2.758931606,-4.061901482,1.302969876,0.00622643
+"US_EDN",2019,215,488,19.22520833,7.2030875,680.8700834,NA,0.135038571,0,0.006,7,32.0665625,0.905,550,-2.643216664,-3.920085735,1.276869071,0.003877076
+"US_EDN",2019,216,489,19.07125,6.563975,653.4266985,NA,0.134985714,0,0.006,7,31.70114583,0.905,550,-2.747845652,-3.982517617,1.234671965,0.005984896
+"US_EDN",2019,217,490,19.56270833,3.814475,608.715733,NA,0.134932857,0,0.006,7,31.664375,0.905,550,-2.644703579,-3.917068838,1.272365259,0.00387023
+"US_EDN",2019,218,491,19.141875,3.130025,687.6986492,NA,0.13488,0,0.006,7,31.94979167,0.905,550,-2.83089331,-4.132958839,1.302065529,0.003323468
+"US_EDN",2019,219,492,18.19833333,5.8634375,677.9822209,NA,0.135057143,0,0.006,7,31.9453125,0.905,550,-3.235220837,-4.517020409,1.281799572,0.007345434
+"US_EDN",2019,220,493,18.34270833,7.2645125,617.1359754,NA,0.135234286,0,0.006,7,31.95447917,0.905,550,-2.66833201,-3.837777702,1.169445692,0.000773035
+"US_EDN",2019,221,494,19.613125,4.0528625,626.1347835,NA,0.135411429,0,0.006,7,32.02895833,0.905,550,-2.382473536,-3.668388607,1.285915071,0.004149457
+"US_EDN",2019,222,495,20.19604167,1.6719125,644.6240564,NA,0.135588571,0,0.006,7,32.2121875,0.905,550,-2.940294629,-4.187986805,1.247692176,0.004180944
+"US_EDN",2019,223,496,20.37125,1.667525,674.2277513,NA,0.135765714,0,0.006,7,32.496875,0.905,550,-2.512994966,-3.710773847,1.197778882,0.005620654
+"US_EDN",2019,224,497,21.22520833,-0.034825,679.4596742,NA,0.135942857,0,0.006,7,32.80666667,0.905,550,-2.20228072,-3.417896244,1.215615524,0.000819825
+"US_EDN",2019,225,498,21.92458333,-1.57045,675.6431267,NA,0.13612,0,0.006,7,33.175625,0.905,550,-1.716397597,-2.972800889,1.256403292,0.001272052
+"US_EDN",2019,226,499,24.71229167,-5.077525,672.3430671,NA,0.136297143,0,0.006,7,33.58583333,0.905,550,-1.547970377,-2.875297353,1.327326976,0.005197511
+"US_EDN",2019,227,500,25.87333333,-8.6665,669.8723679,NA,0.136474286,0,0.006,7,33.9515625,0.905,550,-1.068687871,-2.454160526,1.385472656,0.009504066
+"US_EDN",2019,228,501,22.31604167,-3.901675,664.3623361,NA,0.136651429,0,0.006,7,34.2228125,0.905,550,-1.905796814,-3.166286309,1.260489495,-0.004166952
+"US_EDN",2019,229,502,19.525625,1.6338875,667.170739,NA,0.136828571,0,0.006,7,34.48666667,0.905,550,-2.093967764,-3.390263424,1.29629566,0.004313004
+"US_EDN",2019,230,503,19.63645833,3.6433625,666.5946563,NA,0.137005714,0,0.006,7,34.75770833,0.905,550,-1.762865122,-3.068221519,1.305356398,0.003538348
+"US_EDN",2019,231,504,18.625,7.74275,473.7087803,NA,0.137182857,0,0.006,7,34.99729167,0.905,550,-1.873227722,-3.279737654,1.406509933,0.007945638
+"US_EDN",2019,232,505,19.110625,7.8319625,467.0465832,NA,0.13736,0,0.006,7,35.2328125,0.905,550,-1.745617754,-3.16517517,1.419557416,0.006639596
+"US_EDN",2019,233,506,20.796875,1.995125,641.4009734,NA,0.137633571,0,0.006,7,35.428125,0.905,550,-1.73438344,-3.095127741,1.360744301,0.003745015
+"US_EDN",2019,234,507,21.42916667,-6.153925,624.8584625,NA,0.137907143,0,0.006,7,35.7109375,0.905,550,-2.07081688,-3.429243671,1.35842679,0.001561802
+"US_EDN",2019,235,508,20.4025,-2.67025,637.5322805,NA,0.138180714,0,0.006,7,36.08135417,0.905,550,-2.2740438,-3.597013332,1.322969532,0.00286538
+"US_EDN",2019,236,509,20.03604167,1.895675,627.0957489,NA,0.138454286,0,0.006,7,36.37260417,0.905,550,-3.008326837,-4.351576096,1.343249259,0.006809861
+"US_EDN",2019,237,510,20.49270833,4.054325,591.5896901,NA,0.138727857,0,0.006,7,36.695625,0.905,550,-2.427974573,-3.761327552,1.333352979,0.006954727
+"US_EDN",2019,238,511,20.97708333,2.9910875,631.4834128,NA,0.139001429,0,0.006,7,37.06177083,0.905,550,-2.303617812,-3.551680133,1.248062321,-0.000715609
+"US_EDN",2019,239,512,20.26083333,4.715375,619.5272149,NA,0.139275,0,0.006,7,37.28854167,0.905,550,-2.110104537,-3.39419007,1.284085533,0.005997246
+"US_EDN",2019,240,513,19.54375,9.822425,580.1077672,NA,0.139548571,0,0.006,7,37.48239583,0.905,550,-1.964391155,-3.306188771,1.341797616,0.006141114
+"US_EDN",2019,241,514,21.406875,10.3928,509.7859555,NA,0.139822143,0,0.006,7,37.61979167,0.905,550,-0.984869201,-2.353738343,1.368869143,0.001513616
+"US_EDN",2019,242,515,20.22333333,12.36425,612.6440207,NA,0.140095714,0,0.006,7,37.69364583,0.905,550,-1.807662374,-3.209821856,1.402159481,0.001596578
+"US_EDN",2019,243,516,21.90125,8.9580875,615.0451927,NA,0.140369286,0,0.006,7,37.82364583,0.905,550,-0.911062519,-2.259537879,1.34847536,0.001464847
+"US_EDN",2019,244,517,21.79708333,9.3500375,613.0562177,NA,0.140642857,0,0.006,7,37.919375,0.905,550,-1.094209283,-2.478168257,1.383958974,0.002516087
+"US_EDN",2019,245,518,19.975,12.2633375,605.9023639,NA,0.140916429,0,0.006,7,37.98427083,0.905,550,-1.864695873,-3.249454753,1.38475888,0.002994917
+"US_EDN",2019,246,519,19.370625,12.045425,566.2122567,NA,0.14119,0,0.006,7,38.05916667,0.905,550,-1.77845719,-3.19416482,1.415707631,0.000953306
+"US_EDN",2019,247,520,19.30666667,9.1306625,577.3738578,NA,0.1414,0,0.006,7,38.14895833,0.905,550,-1.834977549,-3.229302717,1.394325168,0.001243401
+"US_EDN",2019,248,521,18.69229167,12.7284125,487.4279897,NA,0.14161,0,0.006,7,38.23427083,0.905,550,-1.894626587,-3.326321772,1.431695185,0.006592429
+"US_EDN",2019,249,522,18.81645833,12.52805,555.3486293,NA,0.14182,0,0.006,7,38.240625,0.905,550,-2.3494916,-3.804376407,1.454884806,0.005102595
+"US_EDN",2019,250,523,18.64104167,12.9536375,321.3001589,NA,0.14203,0,0.006,7,38.24916667,0.905,550,-1.495962586,-2.849646884,1.353684299,0.007502679
+"US_EDN",2019,251,524,18.34104167,10.6853,550.5934644,NA,0.14224,0,0.006,7,38.32916667,0.905,550,-1.929733812,-3.32595594,1.396222128,0.00276298
+"US_EDN",2019,252,525,18.47416667,9.2535125,549.5580056,NA,0.14245,0,0.006,7,38.399375,0.905,550,-1.847135041,-3.183115297,1.335980256,0.000582293
+"US_EDN",2019,253,526,18.096875,8.5559,563.1133294,NA,0.14266,0,0.006,7,38.48875,0.905,550,-1.840594525,-3.227865851,1.387271326,0.001977081
+"US_EDN",2019,254,527,19.946875,7.85975,565.9713945,NA,0.14287,0,0.006,7,38.60385417,0.905,550,-1.330016947,-2.697548461,1.367531514,0.002268268
+"US_EDN",2019,255,528,22.425625,3.94025,556.9899682,NA,0.14308,0,0.006,7,38.72364583,0.905,550,-0.91615769,-2.319927839,1.403770149,0.002365114
+"US_EDN",2019,256,529,24.6975,1.0781375,554.3826977,NA,0.14329,0,0.006,7,38.819375,0.905,550,-0.577863023,-1.97594835,1.398085327,0.001309164
+"US_EDN",2019,257,530,20.836875,5.6075,558.9938419,NA,0.1435,0,0.006,7,38.88427083,0.905,550,-1.405587546,-2.753940402,1.348352856,0.000736376
+"US_EDN",2019,258,531,18.92125,7.8875375,514.3350219,NA,0.14371,0,0.006,7,38.95427083,0.905,550,-1.228354442,-2.607526295,1.379171853,0.003223392
+"US_EDN",2019,259,532,19.23583333,9.120425,485.0044696,NA,0.14392,0,0.006,7,39.03895833,0.905,550,-0.703871592,-2.180047297,1.476175706,0.002303042
+"US_EDN",2019,260,533,18.50458333,11.9620625,550.8616408,NA,0.14413,0,0.006,7,39.15364583,0.905,550,-1.207344814,-2.645217277,1.437872464,0.003796334
+"US_EDN",2019,261,534,19.27541667,7.371275,433.3432658,NA,0.143176429,0,0.006,7,39.26895833,0.905,550,-1.064798013,-2.518671935,1.453873922,0.000490572
+"US_EDN",2019,262,535,18.45166667,7.950425,537.4081248,NA,0.142222857,0,0.006,7,39.3640625,0.905,550,-1.451689198,-2.854060464,1.402371266,0.000869082
+"US_EDN",2019,263,536,19.88395833,5.3340125,534.0757847,NA,0.141269286,0,0.006,7,39.46875,0.905,550,-1.228136143,-2.587402402,1.359266258,0.003242292
+"US_EDN",2019,264,537,21.03541667,3.3537875,533.2042114,NA,0.140315714,0,0.006,7,39.59364583,0.905,550,-1.041555233,-2.397174118,1.355618885,0.007978064
+"US_EDN",2019,265,538,19.060625,5.82395,471.5708184,NA,0.139362143,0,0.006,7,39.70895833,0.905,550,-2.00991942,-3.353020919,1.343101499,0.00132213
+"US_EDN",2019,266,539,20.24604167,3.9358625,479.4522249,NA,0.138408571,0,0.006,7,39.77958333,0.905,550,-1.522793213,-2.850418643,1.327625429,0.002514789
+"US_EDN",2019,267,540,23.59583333,1.1746625,520.0983313,NA,0.137455,0,0.006,7,39.83916667,0.905,550,-0.845786676,-2.209311595,1.363524919,0.004485499
+"US_EDN",2019,268,541,25.684375,-4.28485,489.7447358,NA,0.136501429,0,0.006,7,39.90447917,0.905,550,-0.607481488,-2.020124755,1.412643267,-0.000786099
+"US_EDN",2019,269,542,22.219375,3.2777375,503.4192491,NA,0.135547857,0,0.006,7,39.95447917,0.905,550,-0.744881937,-2.063635695,1.318753759,0.001007091
+"US_EDN",2019,270,543,17.80166667,12.5807,427.2372865,NA,0.134594286,0,0.006,7,39.9946875,0.905,550,-0.822209694,-2.190790996,1.368581302,0.003053516
+"US_EDN",2019,271,544,15.664375,20.3378,487.8848828,NA,0.133640714,0,0.006,7,40.06385417,0.905,550,-0.322356505,-1.801107475,1.478750971,-0.00060923
+"US_EDN",2019,272,545,14.49291667,28.27625,490.8397894,NA,0.132687143,0,0.006,7,40.18364583,0.905,550,-0.329958623,-1.793623892,1.463665269,0.001437206
+"US_EDN",2019,273,546,14.60645833,29.6904875,469.485002,NA,0.131733571,0,0.006,7,40.30385417,0.905,550,-0.592105062,-2.074660866,1.482555804,0.004396685
+"US_EDN",2019,274,547,14.31583333,28.9767875,485.2701629,NA,0.13078,0,0.006,7,40.41385417,0.905,550,-0.628020137,-2.12650622,1.498486083,0.004369123
+"US_EDN",2019,275,548,15.44729167,25.880675,482.0222487,NA,0.133603571,0,0.006,7,40.39678009,0.905,550,-0.51712802,-1.972019025,1.454891005,0.005152931
+"US_EDN",2019,276,549,14.73125,23.7542,473.2593365,NA,0.136427143,0,0.006,7,40.24722454,0.905,550,-1.473607657,-2.930230381,1.456622724,0.004258105
+"US_EDN",2019,277,550,15.52583333,23.2642625,470.0927235,NA,0.139250714,0,0.006,7,40.09766898,0.905,550,-1.237462194,-2.680244194,1.442782,0.001273918
+"US_EDN",2019,278,551,17.11208333,18.0255875,467.5360751,NA,0.142074286,0,0.006,7,39.94811343,0.905,550,-1.183322014,-2.589398698,1.406076684,0.004897739
+"US_EDN",2019,279,552,19.335,10.56245,416.4276716,NA,0.144897857,0,0.006,7,39.79855787,0.905,550,-0.901082983,-2.246581711,1.345498728,0.002268396
+"US_EDN",2019,280,553,20.265625,6.88865,438.5907747,NA,0.147721429,0,0.006,7,39.64900231,0.905,550,-0.704574214,-2.033845049,1.329270835,-0.000822676
+"US_EDN",2019,281,554,18.68520833,7.657925,420.1304885,NA,0.150545,0,0.006,7,39.49944676,0.905,550,-0.860952931,-2.18653392,1.325580989,0.007849145
+"US_EDN",2019,282,555,16.70895833,10.9997375,438.6665505,NA,0.153368571,0,0.006,7,39.3498912,0.905,550,-0.612032544,-1.996540632,1.384508088,-0.000229512
+"US_EDN",2019,283,556,18.42958333,16.01465,428.7510549,NA,0.156192143,0,0.006,7,39.20033565,0.905,550,0.36088211,-1.062925758,1.423807868,0.0000286
+"US_EDN",2019,284,557,17.324375,18.5052875,400.7523838,NA,0.159015714,0,0.006,7,39.05078009,0.905,550,-0.619323633,-2.023123603,1.40379997,0.003026052
+"US_EDN",2019,285,558,17.25666667,15.695825,402.5874056,NA,0.161839286,0,0.006,7,38.90122454,0.905,550,-0.481909842,-1.886343604,1.404433762,-0.000300486
+"US_EDN",2019,286,559,15.62208333,17.597075,400.8392928,NA,0.164662857,0,0.006,7,38.75166898,0.905,550,-0.518328378,-1.921484248,1.40315587,-0.001879994
+"US_EDN",2019,287,560,14.59583333,21.1494875,409.8927294,NA,0.167486429,0,0.006,7,38.60211343,0.905,550,-0.681469311,-2.123357648,1.441888337,0.003708871
+"US_EDN",2019,288,561,14.398125,22.2917,323.2196067,NA,0.17031,0,0.006,7,38.45255787,0.905,550,-0.620642654,-2.084601329,1.463958676,-0.000408229
+"US_EDN",2019,289,562,15.0575,17.9042,284.6394517,NA,0.170580714,0,0.006,7,38.30300231,0.905,550,-0.476373629,-1.894292438,1.417918809,0.001922227
+"US_EDN",2019,290,563,16.58041667,12.9419375,396.3438588,NA,0.170851429,0,0.006,7,38.15344676,0.905,550,-0.410583339,-1.767067067,1.356483729,-0.0000662
+"US_EDN",2019,291,564,14.91229167,17.912975,373.594557,NA,0.171122143,0,0.006,7,38.0038912,0.905,550,-0.605582757,-2.02474224,1.419159483,0.002292104
+"US_EDN",2019,292,565,15.04645833,14.97335,268.2583433,NA,0.171392857,0,0.006,7,37.85433565,0.905,550,-0.741962797,-2.126292755,1.384329959,0.000341953
+"US_EDN",2019,293,566,16.33416667,11.641775,387.21057,NA,0.171663571,0,0.006,7,37.70478009,0.905,550,-0.920547373,-2.254449412,1.333902039,0.003227675
+"US_EDN",2019,294,567,18.22625,8.79575,383.6314671,NA,0.171934286,0,0.006,7,37.55522454,0.905,550,-0.889801168,-2.224835005,1.335033837,0.002378471
+"US_EDN",2019,295,568,20.020625,5.2374875,383.238975,NA,0.172205,0,0.006,7,37.40566898,0.905,550,-0.467083722,-1.755378017,1.288294295,0.000441784
+"US_EDN",2019,296,569,20.83375,1.4774,372.3728645,NA,0.172475714,0,0.006,7,37.25611343,0.905,550,-0.162790005,-1.556686987,1.393896982,0.001131481
+"US_EDN",2019,297,570,22.87708333,3.0554375,376.0180771,NA,0.172746429,0,0.006,7,37.10655787,0.905,550,-0.070248498,-1.367788877,1.297540379,-0.001332065
+"US_EDN",2019,298,571,21.01083333,7.75664375,363.0613543,NA,0.173017143,0,0.006,7,36.95700231,0.905,550,-0.050511828,-1.370102316,1.319590488,-0.000720481
+"US_EDN",2019,299,572,17.81791667,7.0509875,362.9916567,NA,0.173287857,0,0.006,7,36.80744676,0.905,550,-0.160985156,-1.447037274,1.286052119,0.005819084
+"US_EDN",2019,300,573,16.93166667,13.355825,345.6247517,NA,0.173558571,0,0.006,7,36.6578912,0.905,550,1.263242956,-0.929794647,2.193037604,0.002588537
+"US_EDN",2019,301,574,15.05833333,27.7673,354.4720898,NA,0.173829286,0,0.006,7,36.50833565,0.905,550,0.326715936,-1.130295129,1.457011065,-0.000915084
+"US_EDN",2019,302,575,14.58166667,27.1691375,332.7671918,NA,0.1741,0,0.006,7,36.35878009,0.905,550,0.341281113,-1.194534232,1.535815345,0.003435676
+"US_EDN",2019,303,576,14.55270833,32.707625,337.3224532,NA,0.172391429,0,0.006,7,36.20922454,0.905,550,-0.056726859,-1.589491531,1.532764672,0.004935553
+"US_EDN",2019,304,577,13.88208333,32.8670375,327.2625444,NA,0.170682857,0,0.006,7,36.05966898,0.905,550,-0.1933672,-1.736237508,1.542870307,0.002450957
+"US_EDN",2019,305,578,13.82625,29.1464375,333.903524,NA,0.168974286,0,0.006,7,35.91011343,0.905,550,-0.328885319,-1.833567625,1.504682306,0.010785787
+"US_EDN",2019,306,579,14.57479167,23.5830875,326.9606369,NA,0.167265714,0,0.006,7,35.76055787,0.905,550,-0.428383133,-1.853018308,1.424635174,0.002377738
+"US_EDN",2019,307,580,15.25,16.3027625,325.0748221,NA,0.165557143,0,0.006,7,35.61100231,0.905,550,-0.484834162,-1.842602969,1.357768807,0.015724276
+"US_EDN",2019,308,581,14.61729167,13.6644125,316.9745729,NA,0.163848571,0,0.006,7,35.46144676,0.905,550,-0.736871425,-2.055396028,1.318524604,-0.003282312
+"US_EDN",2019,309,582,13.90979167,14.4775625,298.2096742,NA,0.16214,0,0.006,7,35.3118912,0.905,550,-0.934070123,-2.265897526,1.331827403,0.001179919
+"US_EDN",2019,310,583,12.96020833,13.5752,254.238677,NA,0.160431429,0,0.006,7,35.16233565,0.905,550,-0.690604253,-1.992353418,1.301749165,0.000386991
+"US_EDN",2019,311,584,12.320625,16.9433375,177.6023043,NA,0.158722857,0,0.006,7,35.01278009,0.905,550,-0.397108815,-1.765081807,1.367972992,0.001473713
+"US_EDN",2019,312,585,11.02748737,17.3879375,230.5820421,NA,0.157014286,0,0.006,7,34.86322454,0.905,550,-0.433748294,-1.801755591,1.368007297,0.003047753
+"US_EDN",2019,313,586,12.57855429,16.175525,192.0813468,NA,0.155305714,0,0.006,7,34.71366898,0.905,550,-0.354907299,-1.709685079,1.35477778,0.001996003
+"US_EDN",2019,314,587,13.69895833,12.6743,256.9030592,NA,0.153597143,0,0.006,7,34.56411343,0.905,550,-0.26330154,-1.587002468,1.323700928,0.001608712
+"US_EDN",2019,315,588,15.725,12.179975,268.511621,NA,0.151888571,0,0.006,7,34.41455787,0.905,550,-0.094351153,-1.425368738,1.331017584,0.001781183
+"US_EDN",2019,316,589,16.29291667,12.5382875,266.8181367,NA,0.15018,0,0.006,7,34.26500231,0.905,550,0.000511086,-1.322685765,1.323196851,0.002285703
+"US_EDN",2019,317,590,13.98708333,14.85635,216.522646,NA,0.151375,0,0.006,7,34.11544676,0.905,550,0.064411943,-1.294817011,1.359228953,0.00042995
+"US_EDN",2019,318,591,15.093125,14.52875,116.1377632,NA,0.15257,0,0.006,7,33.9658912,0.905,550,0.270731032,-1.044558299,1.315289331,0.000701914
+"US_EDN",2019,319,592,15.59041667,13.3485125,267.409118,NA,0.153765,0,0.006,7,33.81633565,0.905,550,-0.173435885,-1.52553921,1.352103325,0.001333559
+"US_EDN",2019,320,593,15.02625,10.0344875,204.9016687,NA,0.15496,0,0.006,7,33.74979167,0.905,550,-0.350771065,-1.661107447,1.310336383,0.001040277
+"US_EDN",2019,321,594,15.90770833,7.3405625,276.2043107,NA,0.156155,0,0.006,7,33.76489583,0.905,550,-0.413465642,-1.689279066,1.275813423,0.001887693
+"US_EDN",2019,322,595,16.04916667,2.6576375,270.2572507,NA,0.15735,0,0.006,7,33.71614583,0.905,550,-0.332289098,-1.561952077,1.229662979,0.000834592
+"US_EDN",2019,323,596,14.54979167,-2.6921875,271.2678784,NA,0.158545,0,0.006,7,33.68447917,0.905,550,-0.473599337,-1.677766117,1.20416678,-0.002225677
+"US_EDN",2019,324,597,14.20020833,-4.796725,239.1090584,NA,0.15974,0,0.006,7,33.71489583,0.905,550,0.022685678,-1.30125327,1.323938948,-0.000517916
+"US_EDN",2019,325,598,13.70541667,9.0838625,257.7746325,NA,0.160935,0,0.006,7,33.7346875,0.905,550,-0.216188898,-1.53093754,1.314748642,0.000980284
+"US_EDN",2019,326,599,13.17791667,20.3831375,255.6490862,NA,0.16213,0,0.006,7,33.75979167,0.905,550,-0.163549053,-1.58260059,1.419051537,0.003094351
+"US_EDN",2019,327,600,13.40427083,24.1754,256.1126972,NA,0.163325,0,0.006,7,33.77979167,0.905,550,-0.014889766,-1.467056706,1.45216694,0.004241156
+"US_EDN",2019,328,601,13.10229167,25.03535,254.278714,NA,0.16452,0,0.006,7,33.79979167,0.905,550,0.193122231,-1.265895696,1.459017927,0.003296927
+"US_EDN",2019,329,602,12.441875,24.64925,258.5119086,NA,0.165715,0,0.006,7,33.780625,0.905,550,0.783632357,-0.774657647,1.558290004,0.003204427
+"US_EDN",2019,330,603,9.8584375,23.2671875,88.90047676,NA,0.16691,0,0.006,7,33.76958333,0.905,550,0.927304232,-0.652643173,1.579947405,0.003187476
+"US_EDN",2019,331,604,7.5795,19.586075,125.1564362,NA,0.164912857,0,0.006,7,33.79489583,0.905,550,0.415987661,-0.990061966,1.406049627,0.001074445
+"US_EDN",2019,332,605,6.697166667,23.42075,200.5785658,NA,0.162915714,0,0.006,7,33.8,0.905,550,0.201928063,-1.266277406,1.468205469,-0.001550648
+"US_EDN",2019,333,606,7.0695625,28.0378625,194.2193087,NA,0.160918571,0,0.006,7,33.74614583,0.905,550,0.158739684,-1.350089209,1.508828893,-0.000666108
+"US_EDN",2019,334,607,9.084458333,23.3871125,46.47646007,NA,0.158921429,0,0.006,7,33.70958333,0.905,550,0.965206145,-0.625012042,1.590218187,0.002118807
+"US_EDN",2019,335,608,13.25083333,12.554375,54.99851013,NA,0.156924286,0,0.006,7,33.7740625,0.905,550,0.722128031,-0.890229339,1.61235737,-0.003202907
+"US_EDN",2019,336,609,13.765625,11.9532875,82.9261025,NA,0.154927143,0,0.006,7,33.8346875,0.905,550,0.228419878,-1.083548437,1.311968315,-0.000528854
+"US_EDN",2019,337,610,12.89229167,8.588075,161.4421931,NA,0.15293,0,0.006,7,33.8646875,0.905,550,-0.246377208,-1.599856989,1.35347978,0.000107773
+"US_EDN",2019,338,611,12.916875,2.8038875,91.07320222,NA,0.150932857,0,0.006,7,33.8946875,0.905,550,-0.083788002,-1.363639606,1.279851604,-0.001772387
+"US_EDN",2019,339,612,13.28979167,6.5127875,176.3383989,NA,0.148935714,0,0.006,7,33.9246875,0.905,550,-0.231012017,-1.574801799,1.343789781,0.000421499
+"US_EDN",2019,340,613,15.86979167,1.989275,165.117203,NA,0.146938571,0,0.006,7,33.95958333,0.905,550,0.267062642,-0.999619089,1.266681731,0.0000315
+"US_EDN",2019,341,614,16.128125,3.124175,121.1909019,NA,0.144941429,0,0.006,7,33.9946875,0.905,550,0.555741496,-0.718326558,1.274068053,-0.001752413
+"US_EDN",2019,342,615,14.37291667,7.7676125,212.370878,NA,0.142944286,0,0.006,7,34.01,0.905,550,0.077960018,-1.28441495,1.362374968,-0.000165436
+"US_EDN",2019,343,616,12.80625,13.9715375,125.8169448,NA,0.140947143,0,0.006,7,34.01,0.905,550,0.239569304,-1.206406628,1.445975931,0.001704295
+"US_EDN",2019,344,617,13.096875,16.2764375,231.8533969,NA,0.13895,0,0.006,7,34.01,0.905,550,0.342987829,-1.111188164,1.454175993,0.003238067
+"US_EDN",2019,345,618,15.11041667,13.8340625,69.99155741,NA,0.140156429,0,0.006,7,34.0246875,0.905,550,0.585940353,-0.811343647,1.397284,0.001378145
+"US_EDN",2019,346,619,16.73666667,11.2688375,89.22824791,NA,0.141362857,0,0.006,7,34.03510417,0.905,550,0.447694052,-0.940557513,1.388251565,0.000428817
+"US_EDN",2019,347,620,14.84125,9.857525,81.95768772,NA,0.142569286,0,0.006,7,34.000625,0.905,550,0.505740983,-0.898076458,1.403817441,0.000443502
+"US_EDN",2019,348,621,12.67770833,12.0776,237.738379,NA,0.143775714,0,0.006,7,33.96510417,0.905,550,0.701437192,-0.777903652,1.479340844,-0.0000267
+"US_EDN",2019,349,622,10.56802083,20.188625,249.2500993,NA,0.144982143,0,0.006,7,33.95020833,0.905,550,0.400611802,-1.148461556,1.549073359,0.004771755
+"US_EDN",2019,350,623,9.315395833,26.0166875,242.8461462,NA,0.146188571,0,0.006,7,33.93020833,0.905,550,0.361001405,-1.205624646,1.566626051,0.007405095
+"US_EDN",2019,351,624,9.905854167,20.6493125,160.5010926,NA,0.147395,0,0.006,7,33.92,0.905,550,0.409717705,-1.090490128,1.500207833,0.005329952
+"US_EDN",2019,352,625,12.47645833,9.7361375,139.272944,NA,0.148601429,0,0.006,7,33.94447917,0.905,550,0.333669644,-1.075396034,1.409065678,-0.0000724
+"US_EDN",2019,353,626,13.84479167,10.5200375,240.3779301,NA,0.149807857,0,0.006,7,33.96510417,0.905,550,-0.021714656,-1.489923893,1.468209237,0.001186994
+"US_EDN",2019,354,627,12.1325,13.9978625,197.6062773,NA,0.151014286,0,0.006,7,33.95510417,0.905,550,0.031038787,-1.477740335,1.508779122,0.002538449
+"US_EDN",2019,355,628,12.59520833,9.1248125,110.8685936,NA,0.152220714,0,0.006,7,33.94020833,0.905,550,0.57292803,-0.834971352,1.407899381,0.000893903
+"US_EDN",2019,356,629,11.81854167,9.9248,100.129122,NA,0.153427143,0,0.006,7,33.93,0.905,550,0.725894601,-0.719426308,1.445320908,-0.0000931
+"US_EDN",2019,357,630,8.551666667,19.170725,192.6574295,NA,0.154633571,0,0.006,7,33.91041667,0.905,550,0.58742185,-0.9136094,1.50103125,0.002064762
+"US_EDN",2019,358,631,9.078125,20.252975,169.0082439,NA,0.15584,0,0.006,7,33.88510417,0.905,550,0.70336197,-0.792989464,1.496351434,0.001505851
+"US_EDN",2019,359,632,10.71229167,14.4336875,104.3181367,NA,0.145642464,0,0.006,7,33.909375,0.905,550,0.748328597,-0.715313035,1.463641633,0.000452939
+"US_EDN",2019,360,633,9.788458333,21.2752625,235.7767183,NA,0.135444929,0,0.006,7,33.9253125,0.905,550,0.697558103,-0.836872476,1.534430579,0.00182982
+"US_EDN",2019,361,634,8.096666667,28.38155,243.6034962,NA,0.125247393,0,0.006,7,33.91,0.905,550,0.626793699,-0.992626215,1.619419914,0.004317772
+"US_EDN",2019,362,635,8.559541667,28.045175,250.6456099,NA,0.115049858,0,0.006,7,33.8953125,0.905,550,0.460385416,-1.169101547,1.629486964,0.00454317
+"US_EDN",2019,363,636,10.52604167,18.1776875,85.44646404,NA,0.104852322,0,0.006,7,33.909375,0.905,550,0.407912499,-1.148101073,1.556013572,0.0014461
+"US_EDN",2019,364,637,11.11958333,14.63405,244.7929082,NA,0.094654787,0,0.006,7,33.93510417,0.905,550,0.07427668,-1.461678231,1.535954911,0.002084694
+"US_EDN",2019,365,638,11.33960417,13.6205375,243.772348,NA,0.084457251,0,0.006,7,33.89572917,0.905,550,0.194986408,-1.363180761,1.558167169,0.003484479
+"US_EDN",2020,1,639,11.39604167,9.980375,84.80085419,NA,0.074259716,0,0.006,7,33.88447917,0.905,550,0.298233338,-1.19351551,1.491748848,0.000620503
+"US_EDN",2020,2,640,11.37354167,8.6963,235.7469209,NA,0.06406218,0,0.006,7,33.90510417,0.905,550,-0.066805851,-1.591780692,1.52497484,0.002119564
+"US_EDN",2020,3,641,10.79329167,12.7050125,228.7544696,NA,0.053864644,0,0.006,7,33.9,0.905,550,0.182817043,-1.373314719,1.556131761,0.003737611
+"US_EDN",2020,4,642,11.523125,16.450475,230.4777513,NA,0.043667109,0,0.006,7,33.9,0.905,550,0.146518599,-1.441048498,1.587567097,0.003306616
+"US_EDN",2020,5,643,10.40677083,22.487675,259.8529996,NA,0.033469573,0,0.006,7,33.9,0.905,550,0.219925505,-1.405908554,1.625834059,0.005996008
+"US_EDN",2020,6,644,10.03375,22.1761625,258.9441796,NA,0.023272038,0,0.006,7,33.88041667,0.905,550,0.28425853,-1.36842874,1.65268727,-0.001889143
+"US_EDN",2020,7,645,9.6260625,16.2033125,250.1067739,NA,0.013074502,0,0.006,7,33.86979167,0.905,550,0.228713305,-1.373150747,1.601864052,0.00027423
+"US_EDN",2020,8,646,11.49895833,10.4088875,210.5606873,NA,0.002876967,0,0.006,7,33.90447917,0.905,550,0.246267749,-1.274515548,1.520783297,-0.001700561
+"US_EDN",2020,9,647,11.0876875,12.3920375,156.6944776,NA,0.004511946,0,0.006,7,33.91041667,0.905,550,0.543471474,-0.970619368,1.514090842,0.001292128
+"US_EDN",2020,10,648,9.526020833,21.358625,260.7891339,NA,0.006146926,0,0.006,7,33.89489583,0.905,550,0.52903188,-1.076137745,1.605169625,0.004295
+"US_EDN",2020,11,649,10.94875,17.0281625,250.1539531,NA,0.007781906,0,0.006,7,33.89510417,0.905,550,0.396102861,-1.191720921,1.587823782,0.00248154
+"US_EDN",2020,12,650,9.395895833,17.5415,249.7442392,NA,0.009416885,0,0.006,7,33.89,0.905,550,0.425824174,-1.168529475,1.594353649,0.003310531
+"US_EDN",2020,13,651,10.5579375,12.36790625,210.8390053,NA,0.011051865,0,0.006,7,33.90958333,0.905,550,0.104096123,-1.475684805,1.579780928,0.002637757
+"US_EDN",2020,14,652,10.38777083,9.1599125,256.5032777,NA,0.012686845,0,0.006,7,33.89572917,0.905,550,-0.200660131,-1.747942633,1.547282502,0.00274167
+"US_EDN",2020,15,653,7.503854167,8.301425,173.4579857,NA,0.014321824,0,0.006,7,33.86,0.905,550,0.037797374,-1.489719347,1.52751672,0.003278663
+"US_EDN",2020,16,654,8.776395833,2.156,77.32171236,NA,0.015956804,0,0.006,7,33.85510417,0.905,550,0.218231596,-1.210840265,1.429071861,0.0019793
+"US_EDN",2020,17,655,8.578875,15.2146625,254.9413985,NA,0.017591784,0,0.006,7,33.86958333,0.905,550,-0.091228334,-1.709420097,1.618191763,0.004865136
+"US_EDN",2020,18,656,9.075604167,15.052325,253.1411402,NA,0.019226763,0,0.006,7,33.85572917,0.905,550,-0.114394896,-1.719215841,1.604820945,0.002634146
+"US_EDN",2020,19,657,8.691145833,11.2834625,124.2352006,NA,0.020861743,0,0.006,7,33.82,0.905,550,0.222670926,-1.307089627,1.529760553,0.00396717
+"US_EDN",2020,20,658,9.9923125,7.084625,119.333532,NA,0.022496723,0,0.006,7,33.8053125,0.905,550,0.192141549,-1.253944825,1.446086373,0.010521928
+"US_EDN",2020,21,659,12.235,5.6075,111.7451331,NA,0.024131702,0,0.006,7,33.84385417,0.905,550,0.488042468,-0.913953182,1.40199565,-0.000909292
+"US_EDN",2020,22,660,12.97229167,5.5767875,251.231625,NA,0.025766682,0,0.006,7,33.870625,0.905,550,-0.033117975,-1.500164593,1.467046618,-0.000117717
+"US_EDN",2020,23,661,11.64958333,7.283525,165.2984704,NA,0.027401662,0,0.006,7,33.84489583,0.905,550,0.20370879,-1.252405093,1.456113884,0.001242807
+"US_EDN",2020,24,662,12.59645833,4.2078875,277.1752086,NA,0.029036641,0,0.006,7,33.84020833,0.905,550,0.0257255,-1.427637756,1.453363256,-0.001468278
+"US_EDN",2020,25,663,14.00916667,-1.11415,227.5849225,NA,0.030671621,0,0.006,7,33.84958333,0.905,550,-0.069535661,-1.4559086,1.386372939,0.000224749
+"US_EDN",2020,26,664,13.688125,0.5779625,264.8962058,NA,0.032306601,0,0.006,7,33.82104167,0.905,550,-0.079291117,-1.491203213,1.411912097,0.001377938
+"US_EDN",2020,27,665,11.771875,6.1442375,165.3382002,NA,0.03394158,0,0.006,7,33.74557776,0.905,550,0.027755153,-1.427740415,1.455495568,0.002930192
+"US_EDN",2020,28,666,12.63072917,1.0839875,181.1185653,NA,0.03557656,0,0.006,7,33.69569404,0.905,550,-0.143293061,-1.524359655,1.381066594,0.005611077
+"US_EDN",2020,29,667,11.27529167,0.3351875,275.0695272,NA,0.03721154,0,0.006,7,33.64581032,0.905,550,-0.326868246,-1.734443809,1.407575563,0.000615574
+"US_EDN",2020,30,668,12.47541667,-2.5868875,195.133095,NA,0.038846519,0,0.006,7,33.5959266,0.905,550,-0.330056106,-1.691050003,1.360993896,0.001945268
+"US_EDN",2020,31,669,13.04895833,-0.918175,288.7688717,NA,0.040481499,0,0.006,7,33.54604288,0.905,550,-0.528793369,-1.922965111,1.394171743,0.005114311
+"US_EDN",2020,32,670,12.81229167,-1.93315,299.4214342,NA,0.042116479,0,0.006,7,33.49615916,0.905,550,-0.429583976,-1.79326904,1.363685064,0.001097006
+"US_EDN",2020,33,671,11.97354167,-5.43145,294.3583631,NA,0.043751458,0,0.006,7,33.44627544,0.905,550,0.264554027,-1.227554988,1.492109015,-0.003306303
+"US_EDN",2020,34,672,9.227291667,4.3716875,322.189114,NA,0.045386438,0,0.006,7,33.39639172,0.905,550,0.433036861,-1.066173377,1.499210238,0.000163619
+"US_EDN",2020,35,673,9.951520833,11.5057625,305.5249305,NA,0.047021418,0,0.006,7,33.34650799,0.905,550,0.375360855,-1.10192335,1.477284204,0.003180762
+"US_EDN",2020,36,674,9.619583333,13.5532625,321.3423719,NA,0.048656397,0,0.006,7,33.29662427,0.905,550,-0.018677343,-1.521881011,1.503203668,0.002886647
+"US_EDN",2020,37,675,11.4464375,9.60305,331.6721295,NA,0.043347834,0,0.006,7,33.24674055,0.905,550,-0.135319888,-1.547661208,1.412341321,-0.001696628
+"US_EDN",2020,38,676,11.30620833,10.5024875,331.9505435,NA,0.038039271,0,0.006,7,33.19685683,0.905,550,-0.001212574,-1.394473948,1.393261375,-0.004744616
+"US_EDN",2020,39,677,11.81,7.0948625,334.4647805,NA,0.032730709,0,0.006,7,33.14697311,0.905,550,-0.023613396,-1.366474808,1.342861412,0.003392478
+"US_EDN",2020,40,678,13.339375,12.92831797,387.9715209,NA,0.027422146,0,0.006,7,33.09708939,0.905,550,0.704469678,-0.997705506,1.702175184,0.002876655
+"US_EDN",2020,41,679,13.08333333,20.09264844,369.273096,NA,0.022113583,0,0.006,7,33.04720567,0.905,550,0.680869735,-0.765131948,1.446001683,0.003050327
+"US_EDN",2020,42,680,13.896875,16.21409844,370.0422216,NA,0.01680502,0,0.006,7,32.99732195,0.905,550,0.754316508,-0.699541635,1.453858143,0.003477764
+"US_EDN",2020,43,681,11.6125,12.33554844,369.0167207,NA,0.011496457,0,0.006,7,32.94743823,0.905,550,0.269776783,-1.090497587,1.36027437,0.001884434
+"US_EDN",2020,44,682,9.648958333,8.456998437,366.538427,NA,0.006187894,0,0.006,7,32.89755451,0.905,550,-0.226311318,-1.586926923,1.360615605,0.000794383
+"US_EDN",2020,45,683,11.37708333,4.578448437,351.6686647,NA,0.000879331,0,0.006,7,32.84767078,0.905,550,-0.117099365,-1.421806176,1.304706811,0.001555482
+"US_EDN",2020,46,684,10.50833333,0.699898437,363.2910077,NA,-0.004429232,0,0.006,7,32.79778706,0.905,550,-0.277034051,-1.550496514,1.273462463,0.001731242
+"US_EDN",2020,47,685,11.74375,-3.178651563,350.8995391,NA,-0.009737794,0,0.006,7,32.74790334,0.905,550,-0.351633754,-1.56688343,1.215249677,0.001777667
+"US_EDN",2020,48,686,15.83614583,-9.262194531,362.3452246,NA,-0.015046357,0,0.006,7,32.69801962,0.905,550,-0.650556137,-1.871234629,1.220678491,0.000236564
+"US_EDN",2020,49,687,19.26770833,-3.079749999,367.0195548,NA,-0.02035492,0,0.006,7,32.6481359,0.905,550,-0.164263726,-1.421574338,1.257310612,-0.000477437
+"US_EDN",2020,50,688,17.93854167,2.433875,360.4131898,NA,-0.025663483,0,0.006,7,32.59825218,0.905,550,-0.450815276,-1.761460064,1.310644788,0.001019262
+"US_EDN",2020,51,689,19.56739583,2.36001875,345.49096,NA,-0.021376761,0,0.006,7,32.54836846,0.905,550,-0.176051216,-1.449822675,1.273771459,0.007821391
+"US_EDN",2020,52,690,20.91375,-1.832968749,323.4577428,NA,-0.017090039,0,0.006,7,32.49848474,0.905,550,0.096376178,-1.144801605,1.241177784,0.008186685
+"US_EDN",2020,53,691,21.51854167,-1.2955,372.0409707,NA,-0.012803317,0,0.006,7,32.44860102,0.905,550,-0.304947385,-1.509397563,1.204450178,0.005784788
+"US_EDN",2020,54,692,19.36333333,6.879875,291.3425514,NA,-0.008516595,0,0.006,7,32.3987173,0.905,550,-0.402268225,-1.634586895,1.232318671,0.001319925
+"US_EDN",2020,55,693,18.96270833,4.99398125,395.9411522,NA,-0.004229873,0,0.006,7,32.34883358,0.905,550,-0.369103008,-1.628430886,1.259327878,0.003280773
+"US_EDN",2020,56,694,24.03854167,-0.60739375,402.0378481,NA,0.0000568,0,0.006,7,32.29894985,0.905,550,0.10149815,-1.13602865,1.2375268,0.005995159
+"US_EDN",2020,57,695,20.884375,-1.836625,411.5557882,NA,0.004343571,0,0.006,7,32.24906613,0.905,550,-0.373499336,-1.565509365,1.192010029,0.008137725
+"US_EDN",2020,58,696,15.25208333,-6.8749375,399.351907,NA,0.008630293,0,0.006,7,32.19918241,0.905,550,-0.711640663,-1.906999094,1.195358431,0.003833334
+"US_EDN",2020,59,697,14.74916667,-10.664275,361.8494239,NA,0.012917015,0,0.006,7,32.14929869,0.905,550,-0.602177379,-1.712013237,1.109835858,0.002105122
+"US_EDN",2020,60,698,11.37520833,-6.7257625,400.6778903,NA,0.017203736,0,0.006,7,32.09941497,0.905,550,-1.061089788,-2.218614709,1.15752492,0.001059912
+"US_EDN",2020,61,699,11.51958333,-8.1005125,310.8487286,NA,0.021490458,0,0.006,7,32.04953125,0.905,550,-0.29720371,-1.802447187,1.505243477,0.000620835
+"US_EDN",2020,62,700,15.92458333,-11.02405,443.4292843,NA,0.02577718,0,0.006,7,31.99964753,0.905,550,1.377524293,-0.376359469,1.753883762,0.002846522
+"US_EDN",2020,63,701,15.67541667,-11.8532875,444.3739986,NA,0.030063902,0,0.006,7,31.94976381,0.905,550,0.207992673,-1.15483367,1.362826343,0.00940953
+"US_EDN",2020,64,702,15.26375,-9.47965,428.606396,NA,0.034350624,0,0.006,7,31.89988009,0.905,550,-0.316743964,-1.581546687,1.264802723,0.007584864
+"US_EDN",2020,65,703,12.87958333,-3.5930875,354.58383,NA,0.038637346,0,0.006,7,31.84999637,0.905,550,-0.85882295,-2.123840328,1.265017378,0.001144809
+"US_EDN",2020,66,704,12.68458333,-4.7660125,321.7645014,NA,0.040296188,0,0.006,7,31.80011265,0.905,550,-0.751770546,-1.97159673,1.219826185,-0.002716457
+"US_EDN",2020,67,705,10.736875,0.9962375,270.4136869,NA,0.041955031,0,0.006,7,31.75022892,0.905,550,-0.539955604,-1.834344293,1.294388688,0.002257435
+"US_EDN",2020,68,706,11.46604167,3.7121,318.1143226,NA,0.043613873,0,0.006,7,31.7003452,0.905,550,-0.395958056,-1.71275271,1.316794653,0.000558193
+"US_EDN",2020,69,707,13.14583333,5.9424125,393.1242551,NA,0.045272715,0,0.006,7,31.65046148,0.905,550,0.090537557,-1.270546802,1.361084359,0.001826711
+"US_EDN",2020,70,708,15.1196875,1.090568749,352.9714567,NA,0.046931557,0,0.006,7,31.60057776,0.905,550,-0.239703799,-1.486396189,1.24669239,0.001361838
+"US_EDN",2020,71,709,15.291875,-1.209943751,468.8130852,NA,0.048590399,0,0.006,7,31.55069404,0.905,550,-0.710849724,-1.959303366,1.248453642,0.001876181
+"US_EDN",2020,72,710,14.51958333,-5.7897625,491.4109058,NA,0.050249241,0,0.006,7,31.50081032,0.905,550,-1.110400985,-2.37382503,1.263424045,-0.00155538
+"US_EDN",2020,73,711,14.11229167,-7.481875,474.7988677,NA,0.051908084,0,0.006,7,31.4509266,0.905,550,-1.024901035,-2.268551775,1.24365074,-0.000320659
+"US_EDN",2020,74,712,11.754375,2.6839625,141.7063965,NA,0.053566926,0,0.006,7,31.40104288,0.905,550,-0.311532458,-1.518152945,1.206620488,0.000518038
+"US_EDN",2020,75,713,10.816875,6.177875,188.9650377,NA,0.055225768,0,0.006,7,31.35115916,0.905,550,-0.375559937,-1.591609659,1.216049723,0.000563395
+"US_EDN",2020,76,714,9.7010625,3.170975,423.4530195,NA,0.05688461,0,0.006,7,31.30127544,0.905,550,-1.165327504,-2.381687556,1.216360052,-0.004041814
+"US_EDN",2020,77,715,10.0061875,1.8561875,493.8567739,NA,0.058543452,0,0.006,7,31.25139172,0.905,550,-1.21668774,-2.447006046,1.230318306,-0.001624849
+"US_EDN",2020,78,716,10.960625,-0.1240375,227.920143,NA,0.060202295,0,0.006,7,31.20150799,0.905,550,-0.673228546,-1.824735305,1.151506759,-0.001861536
+"US_EDN",2020,79,717,12.53791667,1.571,421.2852602,NA,0.061861137,0,0.006,7,31.15162427,0.905,550,-0.790679692,-1.976822038,1.186142345,0.004897055
+"US_EDN",2020,80,718,13.07416667,4.7285375,515.765296,NA,0.058871733,0,0.006,7,31.10174055,0.905,550,-0.78493137,-1.994868134,1.209936764,-0.000322627
+"US_EDN",2020,81,719,13.33041667,4.2195875,259.7660906,NA,0.055882329,0,0.006,7,31.05185683,0.905,550,-0.407756054,-1.585995474,1.17823942,-0.00093413
+"US_EDN",2020,82,720,13.881875,0.3351875,448.6839491,NA,0.052892924,0,0.006,7,31.00197311,0.905,550,-0.869528072,-2.020768515,1.151240443,0.004364244
+"US_EDN",2020,83,721,12.52875,4.98155,151.8747517,NA,0.04990352,0,0.006,7,30.95208939,0.905,550,-0.268901599,-1.430872839,1.16197124,0.001142299
+"US_EDN",2020,84,722,12.11583333,5.4671,298.9297775,NA,0.046914116,0,0.006,7,30.90220567,0.905,550,-0.756980773,-1.914597759,1.157616987,0.001436238
+"US_EDN",2020,85,723,10.91354167,5.3954375,530.1450139,NA,0.043924712,0,0.006,7,30.85232195,0.905,550,-1.225343368,-2.437400872,1.212057504,-0.002511167
+"US_EDN",2020,86,724,10.413125,4.6934375,492.6549464,NA,0.040935308,0,0.006,7,30.80243823,0.905,550,-1.228539401,-2.41713392,1.188594519,-0.002305596
+"US_EDN",2020,87,725,11.69875,5.037125,499.69706,NA,0.037945904,0,0.006,7,30.75255451,0.905,550,-1.130975089,-2.298131213,1.167156124,0.00266063
+"US_EDN",2020,88,726,12.580625,2.6942,284.753675,NA,0.0349565,0,0.006,7,30.70267078,0.905,550,-0.995093651,-2.087490493,1.092396842,-0.000497801
+"US_EDN",2020,89,727,13.78770833,-3.7334875,393.1912992,NA,0.031967096,0,0.006,7,30.65278706,0.905,550,-1.195637472,-2.272124136,1.076486664,0.002252027
+"US_EDN",2020,90,728,14.39854167,-2.070625,544.8202225,NA,0.028977692,0,0.006,7,30.60290334,0.905,550,-1.285724605,-2.412739977,1.127015372,0.00028205
+"US_EDN",2020,91,729,14.35,-10.6803625,491.4531188,NA,0.025988288,0,0.006,7,30.55301962,0.905,550,-1.231727517,-2.351397196,1.119669679,-0.000773014
+"US_EDN",2020,92,730,13.07041667,-18.99175,585.143524,NA,0.022998883,0,0.006,7,30.5031359,0.905,550,-1.080088703,-2.241914973,1.161826271,0.001555187
+"US_EDN",2020,93,731,12.30479167,-17.5599625,592.2030195,NA,0.020009479,0,0.006,7,30.45325218,0.905,550,-0.581694204,-1.721837298,1.140143094,-0.001770698
+"US_EDN",2020,94,732,12.49916667,-13.840825,580.1152165,NA,0.023608954,0,0.006,7,30.40336846,0.905,550,-1.316365305,-2.459235113,1.142869808,-0.002202123
+"US_EDN",2020,95,733,12.755625,-7.013875,250.5686333,NA,0.027208429,0,0.006,7,30.35348474,0.905,550,-0.513147941,-1.604640376,1.091492435,-0.000558631
+"US_EDN",2020,96,734,12.276875,-6.077875,127.8357171,NA,0.030807904,0,0.006,7,30.30360102,0.905,550,-0.3916493,-1.633535732,1.241886432,-0.00100294
+"US_EDN",2020,97,735,9.438479167,6.7116875,194.8996822,NA,0.034407379,0,0.006,7,30.2537173,0.905,550,-0.644778112,-1.798676596,1.153898485,0.001761661
+"US_EDN",2020,98,736,11.3995625,7.915325,596.3423719,NA,0.038006854,0,0.006,7,30.20383358,0.905,550,-1.166683707,-2.35559698,1.188913273,-0.000766686
+"US_EDN",2020,99,737,13.55375,0.959675,507.1935836,NA,0.041606329,0,0.006,7,30.15394985,0.905,550,-1.357089811,-2.46647789,1.109388079,0.004033966
+"US_EDN",2020,100,738,15.0625,-0.01435,297.6360747,NA,0.045205803,0,0.006,7,30.10406613,0.905,550,-1.0345681,-2.156169739,1.121601639,0.000185642
+"US_EDN",2020,101,739,14.81166667,0.33665,575.4047477,NA,0.048805278,0,0.006,7,30.05418241,0.905,550,-2.000282273,-3.108601376,1.108319104,-0.000271285
+"US_EDN",2020,102,740,13.42166667,0.140675,415.9092324,NA,0.052404753,0,0.006,7,30.00429869,0.905,550,-1.684453104,-2.785711581,1.101258477,0.006516609
+"US_EDN",2020,103,741,14.09083333,-2.6629375,439.814263,NA,0.056004228,0,0.006,7,29.95441497,0.905,550,-2.404991134,-3.499461965,1.094470831,-0.003168155
+"US_EDN",2020,104,742,15.168125,-4.0844875,626.4302741,NA,0.059603703,0,0.006,7,29.90453125,0.905,550,-2.091694154,-3.170471817,1.078777663,-0.001415685
+"US_EDN",2020,105,743,16.62708333,-6.206575,641.7188121,NA,0.063203178,0,0.006,7,29.85464753,0.905,550,-0.793484017,-1.942077446,1.148593429,0.000944974
+"US_EDN",2020,106,744,16.544375,-12.0814375,628.4242153,NA,0.066802653,0,0.006,7,29.80476381,0.905,550,-1.087005518,-2.151308232,1.064302714,0.0000316
+"US_EDN",2020,107,745,14.296875,-11.2639,422.8446563,NA,0.070402127,0,0.006,7,29.75488009,0.905,550,-1.562323779,-2.626436976,1.064113197,0.000585883
+"US_EDN",2020,108,746,14.599375,-9.6068875,426.7207986,NA,0.070365865,0,0.006,7,29.70499637,0.905,550,-1.411045907,-2.462133547,1.05108764,-0.000983289
+"US_EDN",2020,109,747,15.20020833,-6.00475,511.9288836,NA,0.070329603,0,0.006,7,29.65511265,0.905,550,-1.376644002,-2.485400316,1.108756314,0.000788612
+"US_EDN",2020,110,748,14.859375,-5.071675,629.9264998,NA,0.070293341,0,0.006,7,29.60522892,0.905,550,-1.979213332,-3.092016362,1.112803031,0.000221906
+"US_EDN",2020,111,749,14.61083333,-1.9521625,501.6835518,NA,0.070257079,0,0.006,7,29.5553452,0.905,550,-1.748882391,-2.809062444,1.060180053,0.0000294
+"US_EDN",2020,112,750,14.42395833,1.334075,530.125149,NA,0.070220817,0,0.006,7,29.50546148,0.905,550,-1.890105157,-2.985926968,1.095821811,-0.000177997
+"US_EDN",2020,113,751,15.32166667,-1.567525,668.2210965,NA,0.070184555,0,0.006,7,29.68072917,0.905,550,-2.250117119,-3.332403075,1.082285956,-0.001084887
+"US_EDN",2020,114,752,15.23729167,-6.563425,603.7470203,NA,0.070148293,0,0.006,7,30.04666667,0.905,550,-2.241017836,-3.359231313,1.118213477,0.00068761
+"US_EDN",2020,115,753,16.77541667,-12.3593125,675.7548669,NA,0.07011203,0,0.006,7,30.32260417,0.905,550,-1.944591041,-3.021851777,1.077260736,-0.000556114
+"US_EDN",2020,116,754,17.47916667,-15.379375,617.2005364,NA,0.070075768,0,0.006,7,30.528125,0.905,550,-1.75019636,-2.850282281,1.100085922,0.000102765
+"US_EDN",2020,117,755,14.769375,-11.1425125,669.398093,NA,0.070039506,0,0.006,7,30.855,0.905,550,-2.602349761,-3.799809141,1.19745938,-0.000347348
+"US_EDN",2020,118,756,15.40833333,-9.4460125,676.4377235,NA,0.070003244,0,0.006,7,30.96291667,0.905,550,-2.405230853,-3.521193988,1.115963136,0.000485523
+"US_EDN",2020,119,757,16.43083333,-15.332575,691.003675,NA,0.069966982,0,0.006,7,30.69270833,0.905,550,-2.170690293,-3.336581167,1.165890874,0.000790602
+"US_EDN",2020,120,758,13.93020833,-11.980525,454.1021057,NA,0.06993072,0,0.006,7,30.4278125,0.905,550,-1.968724495,-3.044817948,1.076093453,0.002122704
+"US_EDN",2020,121,759,14.17958333,-16.67515,643.3402861,NA,0.069894458,0,0.006,7,30.75020833,0.905,550,-2.36062362,-3.553292342,1.192668722,0.002561863
+"US_EDN",2020,122,760,14.76666667,-22.375975,679.5441001,NA,0.070122179,0,0.006,7,32.79666667,0.905,550,-1.83748652,-3.06713325,1.229646731,-0.00018695
+"US_EDN",2020,123,761,15.72791667,-15.6908875,581.7714541,NA,0.070349899,0,0.006,7,32.579375,0.905,550,-1.944339974,-3.079402105,1.135062132,0.000622865
+"US_EDN",2020,124,762,14.26958333,-5.176975,701.2713548,NA,0.07057762,0,0.006,7,29.99885417,0.905,550,-2.142653034,-3.285382929,1.142729894,0.001371637
+"US_EDN",2020,125,763,14.80770833,-1.8790375,694.6786849,NA,0.070805341,0,0.006,7,29.03604167,0.905,550,-2.060513662,-3.179813704,1.119300042,0.000542012
+"US_EDN",2020,126,764,14.54166667,0.81635,672.7130513,NA,0.071033062,0,0.006,7,28.03010417,0.905,550,-2.548711994,-3.637600799,1.088888805,0.000426428
+"US_EDN",2020,127,765,15.99520833,0.041225,695.7911204,NA,0.071260783,0,0.006,7,27.11375,0.905,550,-2.115660166,-3.242057073,1.126396907,0.0000476
+"US_EDN",2020,128,766,18.1875,-8.1970375,691.026023,NA,0.071488504,0,0.006,7,26.80270833,0.905,550,-1.721298061,-2.879944112,1.158646051,-0.00175741
+"US_EDN",2020,129,767,18.58125,-10.137775,676.7183155,NA,0.071716225,0,0.006,7,26.56229167,0.905,550,-1.695905708,-2.848523961,1.152618252,-0.0031921
+"US_EDN",2020,130,768,14.24979167,-2.1627625,687.0182757,NA,0.071943946,0,0.006,7,26.33739583,0.905,550,-3.032957644,-4.197033644,1.164076,0.003508323
+"US_EDN",2020,131,769,14.95854167,-1.73425,601.7803933,NA,0.072171667,0,0.006,7,26.12697917,0.905,550,-2.356417694,-3.530609858,1.174192164,0.00256218
+"US_EDN",2020,132,770,16.15354167,-3.05635,428.6178983,NA,0.072399388,0,0.006,7,25.96635417,0.905,550,-0.915744215,-2.085099051,1.169354836,0.000850304
+"US_EDN",2020,133,771,15.35020833,-1.40665,606.5007946,NA,0.072627109,0,0.006,7,25.85104167,0.905,550,-2.354182266,-3.47923014,1.125047874,0.000649623
+"US_EDN",2020,134,772,15.51354167,-1.5748375,470.0114223,NA,0.07285483,0,0.006,7,25.76083333,0.905,550,-2.229548116,-3.372983513,1.143435397,-0.000805717
+"US_EDN",2020,135,773,16.59875,-3.57626875,528.9561227,NA,0.073082551,0,0.006,7,25.70041667,0.905,550,-2.215756658,-3.377551964,1.161795306,0.0000671
+"US_EDN",2020,136,774,16.81333333,-5.7532,699.2103695,NA,0.073366342,0,0.006,7,25.70447917,0.905,550,-1.492698013,-2.662701444,1.170003431,0.000542574
+"US_EDN",2020,137,775,18.11354167,-11.2419625,680.0357569,NA,0.073650133,0,0.006,7,25.83770833,0.905,550,-2.107219091,-3.342815066,1.235595975,-0.0000243
+"US_EDN",2020,138,776,19.40291667,-14.1757375,522.621176,NA,0.073933924,0,0.006,7,26.04791667,0.905,550,-1.242209187,-2.552879639,1.310670453,-0.002182571
+"US_EDN",2020,139,777,16.9375,-9.0833125,752.1876242,NA,0.074217715,0,0.006,7,26.19895833,0.905,550,-2.492135734,-3.636417597,1.144281863,-0.000122801
+"US_EDN",2020,140,778,15.95958333,-1.2955,687.2169249,NA,0.074501506,0,0.006,7,26.28427083,0.905,550,-2.535538254,-3.63668371,1.101145456,0.002243886
+"US_EDN",2020,141,779,16.11833333,0.9699125,591.4009734,NA,0.074785297,0,0.006,7,26.31020833,0.905,550,-2.525548021,-3.661460597,1.135912576,0.001767382
+"US_EDN",2020,142,780,16.75208333,-3.343,735.3123758,NA,0.075069089,0,0.006,7,26.24125,0.905,550,-2.703468768,-3.867062104,1.163593336,0.001475793
+"US_EDN",2020,143,781,15.98145833,-2.199325,711.4471593,NA,0.07535288,0,0.006,7,26.15552083,0.905,550,-2.967256619,-4.121244539,1.15398792,0.002307586
+"US_EDN",2020,144,782,17.10958333,-2.09695,741.544994,NA,0.075636671,0,0.006,7,26.12510417,0.905,550,-2.234833586,-3.346856924,1.112023338,0.00161298
+"US_EDN",2020,145,783,19.55208333,-6.908575,743.014998,NA,0.075920462,0,0.006,7,26.17385417,0.905,550,-2.169216044,-3.34257833,1.173362286,-0.0000494
+"US_EDN",2020,146,784,23.23875,-14.9143,747.2139452,NA,0.076204253,0,0.006,7,26.32791667,0.905,550,-1.209760528,-2.441192732,1.231432204,-0.0008448
+"US_EDN",2020,147,785,24.20541667,-18.479875,745.3242948,NA,0.076488044,0,0.006,7,26.60625,0.905,550,-1.784597274,-3.016414291,1.231817017,0.000148993
+"US_EDN",2020,148,786,22.485625,-15.7610875,753.2851609,NA,0.076771835,0,0.006,7,26.92708333,0.905,550,-2.053919417,-3.185735522,1.131816105,0.0000923
+"US_EDN",2020,149,787,17.65625,-6.98755,728.1634883,NA,0.077055626,0,0.006,7,27.12875,0.905,550,-3.134748226,-4.286602176,1.15185395,-0.000626973
+"US_EDN",2020,150,788,18.49166667,-6.7930375,657.7994636,NA,0.076877524,0,0.006,7,27.30260417,0.905,550,-3.157014943,-4.321726774,1.164711831,0.001788536
+"US_EDN",2020,151,789,19.76791667,-5.566,476.5147,NA,0.076699422,0,0.006,7,27.5228125,0.905,550,-2.141787867,-3.388692081,1.246904215,-0.00017592
+"US_EDN",2020,152,790,17.570625,1.41305,477.8953119,NA,0.07652132,0,0.006,7,27.66916667,0.905,550,-3.187257206,-4.314998141,1.127740935,0.001891893
+"US_EDN",2020,153,791,18.34416667,0.8763125,742.0366508,NA,0.076343217,0,0.006,7,27.68552083,0.905,550,-2.831709264,-3.944218352,1.112509088,0.007491792
+"US_EDN",2020,154,792,22.45375,-5.4884875,730.34118,NA,0.076165115,0,0.006,7,27.53760417,0.905,550,-1.983750148,-3.0838682,1.100118053,0.002853601
+"US_EDN",2020,155,793,24.45833333,-9.4855,750.6530592,NA,0.075987013,0,0.006,7,27.2925,0.905,550,-1.58036347,-2.74264701,1.16228354,-0.004509743
+"US_EDN",2020,156,794,21.15395833,-7.4043625,754.822209,NA,0.075808911,0,0.006,7,27.06229167,0.905,550,-2.106893507,-3.216510377,1.109616871,0.000899306
+"US_EDN",2020,157,795,16.76520833,7.09925,679.4720898,NA,0.075630808,0,0.006,7,26.85208333,0.905,550,-2.62798662,-3.698266202,1.070279582,0.005521487
+"US_EDN",2020,158,796,15.76291667,16.4753375,724.8634287,NA,0.075452706,0,0.006,7,26.69125,0.905,550,-3.258003738,-4.36698907,1.108985332,0.003163584
+"US_EDN",2020,159,797,14.835625,21.87635,758.4425904,NA,0.075274604,0,0.006,7,26.56635417,0.905,550,-2.827282703,-3.907641995,1.080359293,0.003489431
+"US_EDN",2020,160,798,16.09666667,17.4376625,761.3875646,NA,0.075096502,0,0.006,7,26.46572917,0.905,550,-2.249128374,-3.285004196,1.035875822,0.008369878
+"US_EDN",2020,161,799,18.32541667,9.0750875,764.8341279,NA,0.074918399,0,0.006,7,26.400625,0.905,550,-2.081408329,-3.153270573,1.071862244,0.002188512
+"US_EDN",2020,162,800,18.53270833,1.111775,704.087207,NA,0.074740297,0,0.006,7,26.35041667,0.905,550,-2.805225593,-3.910051027,1.104825435,0.002076984
+"US_EDN",2020,163,801,17.82958333,-2.2914625,698.9595749,NA,0.074562195,0,0.006,7,26.3153125,0.905,550,-2.777101952,-3.905487668,1.128385716,0.003409888
+"US_EDN",2020,164,802,15.709375,3.3494,570.1703417,NA,0.074559525,0,0.006,7,26.31958333,0.905,550,-2.581948134,-3.703202646,1.121254512,0.004992576
+"US_EDN",2020,165,803,15.803125,3.17975,737.9419944,NA,0.074556856,0,0.006,7,26.40854167,0.905,550,-1.656992492,-2.826925667,1.169933176,0.00614913
+"US_EDN",2020,166,804,16.626875,0.836825,619.6265395,NA,0.074554187,0,0.006,7,26.6415625,0.905,550,-2.081479858,-3.259124679,1.177644821,0.002723015
+"US_EDN",2020,167,805,16.57958333,1.6529,690.894418,NA,0.074551517,0,0.006,7,27.17229167,0.905,550,-2.721954266,-3.811489329,1.089535062,0.003207005
+"US_EDN",2020,168,806,16.13708333,1.0430375,766.3016488,NA,0.074548848,0,0.006,7,28.1228125,0.905,550,-2.169630528,-3.371086087,1.201455559,0.004538008
+"US_EDN",2020,169,807,19.75666667,-3.8738875,764.3250894,NA,0.074546178,0,0.006,7,29.01864583,0.905,550,-1.450890805,-2.612693205,1.1618024,0.001419393
+"US_EDN",2020,170,808,22.87979167,-9.4109125,763.3045292,NA,0.074543509,0,0.006,7,29.36427083,0.905,550,-1.386074386,-2.572370066,1.18629568,0.004036141
+"US_EDN",2020,171,809,18.83104167,-2.5049875,763.4386174,NA,0.07454084,0,0.006,7,29.31677083,0.905,550,-2.544756495,-3.70313301,1.158376515,0.015699491
+"US_EDN",2020,172,810,17.7525,1.51835,689.488975,NA,0.07453817,0,0.006,7,29.09291667,0.905,550,-2.901086153,-4.045416499,1.144330346,0.014991933
+"US_EDN",2020,173,811,18.27291667,1.922,740.4549066,NA,0.074535501,0,0.006,7,28.81291667,0.905,550,-2.58364713,-3.741547366,1.157900236,0.019404131
+"US_EDN",2020,174,812,19.30125,0.0266,764.1736194,NA,0.074532831,0,0.006,7,28.5378125,0.905,550,-2.631359704,-3.774378926,1.143019221,0.00743408
+"US_EDN",2020,175,813,18.91375,-0.508675,734.0385379,NA,0.074530162,0,0.006,7,28.27270833,0.905,550,-2.694121323,-3.865883341,1.171762018,0.00562197
+"US_EDN",2020,176,814,19.531875,-4.615375,723.8701828,NA,0.074527493,0,0.006,7,28.0225,0.905,550,-2.631138785,-3.812639722,1.181500938,0.005199827
+"US_EDN",2020,177,815,18.95020833,-4.299475,741.7461263,NA,0.074524823,0,0.006,7,27.7971875,0.905,550,-3.01162211,-4.180232923,1.168610812,0.007111228
+"US_EDN",2020,178,816,18.93416667,-2.497675,751.253973,NA,0.077823877,0,0.006,7,27.61166667,0.905,550,-3.044482552,-4.168040516,1.123557963,0.001634386
+"US_EDN",2020,179,817,18.62708333,-2.4903625,726.1000199,NA,0.081122932,0,0.006,7,27.46145833,0.905,550,-2.733356239,-3.862577519,1.12922128,0.004567467
+"US_EDN",2020,180,818,17.726875,-0.426775,763.2250695,NA,0.084421986,0,0.006,7,27.3459375,0.905,550,-2.706046424,-3.889180316,1.183133893,0.0051501
+"US_EDN",2020,181,819,19.23041667,0.4404875,765.8770362,NA,0.08772104,0,0.006,7,27.26083333,0.905,550,-2.822076694,-3.977190919,1.155114224,0.00207467
+"US_EDN",2020,182,820,20.02354167,0.9114125,766.1700437,NA,0.091020094,0,0.006,7,27.16125,0.905,550,-2.694458671,-3.788267951,1.093809279,0.001821571
+"US_EDN",2020,183,821,18.568125,0.883625,746.4193484,NA,0.094319148,0,0.006,7,27.06572917,0.905,550,-3.01265956,-4.156578108,1.143918549,0.007954531
+"US_EDN",2020,184,822,18.056875,4.8484625,760.0019865,NA,0.097618202,0,0.006,7,27.00552083,0.905,550,-2.659183464,-3.764529037,1.105345573,0.009305259
+"US_EDN",2020,185,823,17.705625,9.9350375,741.1427294,NA,0.100917256,0,0.006,7,26.9653125,0.905,550,-3.310056721,-4.451141835,1.141085113,0.006567464
+"US_EDN",2020,186,824,20.0075,6.7892,762.6365713,NA,0.10421631,0,0.006,7,26.9353125,0.905,550,-2.216196263,-3.358126597,1.141930335,0.002885843
+"US_EDN",2020,187,825,19.63583333,7.25135,764.3946166,NA,0.107515365,0,0.006,7,26.890625,0.905,550,-2.677836904,-3.805660165,1.127823261,0.009220544
+"US_EDN",2020,188,826,17.20479167,12.3189125,764.5609853,NA,0.110814419,0,0.006,7,26.8453125,0.905,550,-3.172549977,-4.247276309,1.074726333,0.007611036
+"US_EDN",2020,189,827,17.97104167,9.5635625,756.3816051,NA,0.114113473,0,0.006,7,26.82510417,0.905,550,-3.345771089,-4.440567865,1.094796777,0.005782154
+"US_EDN",2020,190,828,18.87617325,4.5705875,757.8987882,NA,0.117412527,0,0.006,7,26.81020833,0.905,550,-3.096180258,-4.245554122,1.149373864,0.004680505
+"US_EDN",2020,191,829,19.17466009,1.913225,757.8640246,NA,0.137997143,0,0.006,7,26.79020833,0.905,550,-2.429351226,-3.61084115,1.181489924,0.002143564
+"US_EDN",2020,192,830,19.12875,3.1431875,663.3169448,NA,0.137814286,0,0.006,7,26.77510417,0.905,550,-2.643582227,-3.877533546,1.233951319,0.000349064
+"US_EDN",2020,193,831,20.401875,-0.9810625,756.8807112,NA,0.137631429,0,0.006,7,26.77979167,0.905,550,-2.029626748,-3.241382354,1.211755606,0.000725633
+"US_EDN",2020,194,832,20.29458333,-3.8475625,758.4152761,NA,0.137448571,0,0.006,7,26.83895833,0.905,550,-1.9956679,-3.179990188,1.184322288,-0.001073821
+"US_EDN",2020,195,833,17.73833333,-0.789475,751.9641438,NA,0.137265714,0,0.006,7,27.08583333,0.905,550,-3.188733761,-4.413555676,1.224821915,0.005246482
+"US_EDN",2020,196,834,18.405625,-0.801175,744.3136671,NA,0.137082857,0,0.006,7,27.70614583,0.905,550,-2.538807739,-3.730649215,1.191841476,0.005692123
+"US_EDN",2020,197,835,18.83583333,-1.1785,647.7999603,NA,0.1369,0,0.006,7,28.31625,0.905,550,-2.940679392,-4.117651489,1.176972097,0.00272941
+"US_EDN",2020,198,836,18.14229167,0.222575,695.026321,NA,0.136717143,0,0.006,7,28.6028125,0.905,550,-3.299407284,-4.484468336,1.185061052,0.005391765
+"US_EDN",2020,199,837,19.326875,-0.654925,721.5062574,NA,0.136534286,0,0.006,7,28.74427083,0.905,550,-2.843937635,-4.012010542,1.168072907,0.010299095
+"US_EDN",2020,200,838,19.17416667,2.884325,683.3755463,NA,0.136351429,0,0.006,7,28.75552083,0.905,550,-2.924012124,-4.137071462,1.213059338,0.005887327
+"US_EDN",2020,201,839,18.334375,6.476225,591.2941994,NA,0.136168571,0,0.006,7,28.6565625,0.905,550,-3.120960343,-4.322093935,1.201133592,0.006394197
+"US_EDN",2020,202,840,17.578125,8.6772875,639.1562376,NA,0.135985714,0,0.006,7,28.47229167,0.905,550,-3.27636118,-4.438049649,1.161688469,0.009400277
+"US_EDN",2020,203,841,17.73958333,5.8649,618.0671434,NA,0.135802857,0,0.006,7,28.26697917,0.905,550,-3.030795339,-4.246979587,1.216184248,0.004208182
+"US_EDN",2020,204,842,18.02583333,3.8832125,615.7801947,NA,0.13562,0,0.006,7,28.08677083,0.905,550,-2.199345224,-3.424072316,1.224727092,0.003707804
+"US_EDN",2020,205,843,17.24979167,4.7651,656.9974176,NA,0.135567143,0,0.006,7,27.9265625,0.905,550,-2.316690606,-3.532013547,1.215322941,0.00370271
+"US_EDN",2020,206,844,16.05666667,7.20455,686.9388161,NA,0.135514286,0,0.006,7,27.79614583,0.905,550,-3.082121015,-4.298177725,1.21605671,0.005518562
+"US_EDN",2020,207,845,17.74645833,2.866775,718.9362336,NA,0.135461429,0,0.006,7,27.70083333,0.905,550,-2.667628271,-3.901108766,1.233480495,0.001957193
+"US_EDN",2020,208,846,17.313125,3.4707875,679.0921732,NA,0.135408571,0,0.006,7,27.63552083,0.905,550,-3.068626136,-4.363148627,1.294522491,0.004921139
+"US_EDN",2020,209,847,16.651875,3.960725,678.8016488,NA,0.135355714,0,0.006,7,27.5953125,0.905,550,-3.267848036,-4.527000222,1.259152186,-0.001061534
+"US_EDN",2020,210,848,16.45708333,4.3907,651.9492451,NA,0.135302857,0,0.006,7,27.56041667,0.905,550,-3.485804616,-4.729519374,1.243714759,0.006807989
+"US_EDN",2020,211,849,16.450625,4.8543125,637.3088002,NA,0.13525,0,0.006,7,27.53510417,0.905,550,-3.345392422,-4.56589021,1.220497788,0.003560392
+"US_EDN",2020,212,850,16.47854167,6.8009,609.9076281,NA,0.135197143,0,0.006,7,27.52510417,0.905,550,-2.993627466,-4.210793228,1.217165761,0.007123572
+"US_EDN",2020,213,851,16.17833333,7.1987,581.0910807,NA,0.135144286,0,0.006,7,27.52979167,0.905,550,-2.822367559,-4.035921928,1.21355437,0.008752845
+"US_EDN",2020,214,852,16.87083333,6.3329,656.423818,NA,0.135091429,0,0.006,7,27.54489583,0.905,550,-2.864776263,-4.11275286,1.247976597,0.0073213
+"US_EDN",2020,215,853,17.17520833,5.838575,682.5660509,NA,0.135038571,0,0.006,7,27.5353125,0.905,550,-2.754209302,-3.986095108,1.231885806,0.011050191
+"US_EDN",2020,216,854,18.09458333,3.843725,704.3206198,NA,0.134985714,0,0.006,7,27.54447917,0.905,550,-2.265872681,-3.494073618,1.228200937,0.005914109
+"US_EDN",2020,217,855,17.07145833,3.8876,678.3497219,NA,0.134932857,0,0.006,7,27.57,0.905,550,-2.884630179,-4.135628356,1.250998178,0.006667876
+"US_EDN",2020,218,856,16.25541667,7.7939375,205.1499801,NA,0.13488,0,0.006,7,27.58958333,0.905,550,-1.264490931,-2.623427153,1.358936222,0.004073182
+"US_EDN",2020,219,857,17.53416667,1.5607625,669.9021653,NA,0.135057143,0,0.006,7,27.62958333,0.905,550,-2.559791238,-3.87476093,1.314969693,0.002509842
+"US_EDN",2020,220,858,18.55208333,-2.173,688.776321,NA,0.135234286,0,0.006,7,27.66958333,0.905,550,-2.045846555,-3.411159062,1.365312508,0.001849702
+"US_EDN",2020,221,859,18.66833333,-3.568225,675.8988876,NA,0.135411429,0,0.006,7,27.7046875,0.905,550,-2.391273427,-3.781101077,1.38982765,-0.0000541
+"US_EDN",2020,222,860,18.64,-5.3919625,678.5359555,NA,0.135588571,0,0.006,7,27.75427083,0.905,550,-2.246214918,-3.651657865,1.405442947,0.001313051
+"US_EDN",2020,223,861,17.61125,-3.9821125,680.8775328,NA,0.135765714,0,0.006,7,27.84385417,0.905,550,-2.347478984,-3.734368495,1.386889511,0.006220127
+"US_EDN",2020,224,862,17.66270833,-3.0490375,637.6365713,NA,0.135942857,0,0.006,7,28.0028125,0.905,550,-2.366037131,-3.763069493,1.397032362,0.004528006
+"US_EDN",2020,225,863,18.438125,-4.4676625,628.2628129,NA,0.13612,0,0.006,7,28.23729167,0.905,550,-2.178219143,-3.566804312,1.388585168,0.002079593
+"US_EDN",2020,226,864,22.40260417,-9.60469375,675.3477007,NA,0.136297143,0,0.006,7,28.48260417,0.905,550,-1.851003867,-3.286791251,1.435787384,0.00036597
+"US_EDN",2020,227,865,25.72854167,-14.95598125,608.2043313,NA,0.136474286,0,0.006,7,28.64895833,0.905,550,-0.830325756,-2.304680289,1.474354533,0.001289535
+"US_EDN",2020,228,866,25.5959375,-14.93258125,670.6802061,NA,0.136651429,0,0.006,7,28.73916667,0.905,550,-0.854004867,-2.26893069,1.414925823,-0.002765185
+"US_EDN",2020,229,867,24.82489583,-10.1889625,538.1115329,NA,0.136828571,0,0.006,7,28.809375,0.905,550,-1.101448033,-2.636828571,1.535380537,-0.001745818
+"US_EDN",2020,230,868,22.86270833,-4.9151875,451.7207986,NA,0.137005714,0,0.006,7,28.82041667,0.905,550,-1.334426684,-2.741870004,1.40744332,0.004124455
+"US_EDN",2020,231,869,23.09479167,-3.4029625,593.9461661,NA,0.137182857,0,0.006,7,28.75104167,0.905,550,-1.453969494,-2.763369268,1.309399774,0.000291127
+"US_EDN",2020,232,870,21.84145833,0.210875,546.5236393,NA,0.13736,0,0.006,7,28.64125,0.905,550,-2.00125319,-3.336354244,1.335101054,0.001733158
+"US_EDN",2020,233,871,18.90885417,5.97678125,614.0146237,NA,0.137633571,0,0.006,7,28.54083333,0.905,550,-1.770449151,-3.123664073,1.353214922,0.001891726
+"US_EDN",2020,234,872,19.83708333,4.803125,580.9445769,NA,0.137907143,0,0.006,7,28.46572917,0.905,550,-1.31127284,-2.652385841,1.341113001,0.003064102
+"US_EDN",2020,235,873,20.38125,3.1022375,530.0456893,NA,0.138180714,0,0.006,7,28.400625,0.905,550,-1.430111868,-2.791310305,1.361198437,0.001224294
+"US_EDN",2020,236,874,20.54729167,3.8715125,354.8493978,NA,0.138454286,0,0.006,7,28.3553125,0.905,550,-1.37815084,-2.779027045,1.400876205,0.000875544
+"US_EDN",2020,237,875,20.243125,3.4005875,436.3355895,NA,0.138727857,0,0.006,7,28.3253125,0.905,550,-1.545513574,-2.926069547,1.380555973,0.00098219
+"US_EDN",2020,238,876,17.92760417,7.138006249,529.0893083,NA,0.139001429,0,0.006,7,28.29041667,0.905,550,-2.312128301,-3.663640822,1.351512521,0.003549676
+"US_EDN",2020,239,877,15.93,9.518225,536.5191696,NA,0.139275,0,0.006,7,28.27489583,0.905,550,-2.330197195,-3.653468758,1.323271563,0.004024703
+"US_EDN",2020,240,878,16.129375,8.3994125,532.6703417,NA,0.139548571,0,0.006,7,28.27510417,0.905,550,-2.071279092,-3.418712644,1.347433552,0.001763555
+"US_EDN",2020,241,879,16.53666667,7.6155125,502.4558006,NA,0.139822143,0,0.006,7,28.27,0.905,550,-2.476937176,-3.824943651,1.348006475,0.001853836
+"US_EDN",2020,242,880,16.47958333,8.4579125,496.1462058,NA,0.140095714,0,0.006,7,28.27979167,0.905,550,-2.55463839,-3.906245754,1.351607364,0.000493215
+"US_EDN",2020,243,881,16.46010417,8.646575,507.3297987,NA,0.140369286,0,0.006,7,28.3046875,0.905,550,-2.536163678,-3.913461533,1.377297854,0.002384831
+"US_EDN",2020,244,882,16.2978125,10.220225,422.6337619,NA,0.140642857,0,0.006,7,28.33958333,0.905,550,-1.800269716,-3.198909499,1.398639783,0.0000487
+"US_EDN",2020,245,883,16.78833333,14.20115,342.6996424,NA,0.140916429,0,0.006,7,28.37958333,0.905,550,-1.35779561,-2.773035921,1.415240312,0.00258527
+"US_EDN",2020,246,884,17.1475,15.8216,431.9528919,NA,0.14119,0,0.006,7,28.4146875,0.905,550,-1.788813958,-3.173898783,1.385084825,0.00414346
+"US_EDN",2020,247,885,16.31166667,15.4340375,421.3866215,NA,0.1414,0,0.006,7,28.45447917,0.905,550,-1.476499411,-2.860770518,1.384271107,0.003349445
+"US_EDN",2020,248,886,17.420625,9.761,494.7357966,NA,0.14161,0,0.006,7,28.509375,0.905,550,-1.507676347,-2.919315399,1.411639053,0.002214984
+"US_EDN",2020,249,887,22.46864583,-0.672475,553.1514134,NA,0.14182,0,0.006,7,28.57916667,0.905,550,-1.048532813,-2.511552623,1.46301981,0.004117038
+"US_EDN",2020,250,888,26.661875,-9.6259,536.3453516,NA,0.14203,0,0.006,7,28.63958333,0.905,550,-0.492965033,-2.027431971,1.534466938,-0.00269879
+"US_EDN",2020,251,889,25.8784375,-13.04815,517.6444877,NA,0.14224,0,0.006,7,28.66979167,0.905,550,-0.502274137,-2.010754526,1.508480389,0.000573791
+"US_EDN",2020,252,890,19.57854167,-5.4256,273.2212814,NA,0.14245,0,0.006,7,28.73051807,0.905,550,-0.726931168,-2.280937292,1.554006124,0.001071121
+"US_EDN",2020,253,891,16.69166667,5.7479,7.379817243,NA,0.14266,0,0.006,7,28.83370391,0.905,550,1.312334809,-0.288086647,1.600421457,0.001313363
+"US_EDN",2020,254,892,16.96802083,11.015825,88.40411545,NA,0.14287,0,0.006,7,28.93688975,0.905,550,0.058728595,-1.463884094,1.522612688,0.001208948
+"US_EDN",2020,255,893,17.48791667,11.2834625,274.9925507,NA,0.14308,0,0.006,7,29.04007559,0.905,550,-1.694010219,-3.124355887,1.430345668,0.00071363
+"US_EDN",2020,256,894,18.09041667,7.6316,333.2315256,NA,0.14329,0,0.006,7,29.14326143,0.905,550,-1.55337848,-2.967562201,1.414183721,-0.000196261
+"US_EDN",2020,257,895,15.81541667,12.0732125,265.397795,NA,0.1435,0,0.006,7,29.24644727,0.905,550,-1.536834075,-2.937087151,1.400253076,-0.001369848
+"US_EDN",2020,258,896,16.65854167,12.77886875,364.3376753,NA,0.14371,0,0.006,7,29.34963311,0.905,550,-1.351794302,-2.75130594,1.399511638,0.001289332
+"US_EDN",2020,259,897,18.185,11.320025,399.8088002,NA,0.14392,0,0.006,7,29.45281895,0.905,550,-1.255799696,-2.666024424,1.410224727,0.000455718
+"US_EDN",2020,260,898,19.53854167,8.0996,415.6833532,NA,0.14413,0,0.006,7,29.55600479,0.905,550,-0.882013309,-2.29084298,1.408829671,0.000414233
+"US_EDN",2020,261,899,19.11354167,7.2118625,444.4055423,NA,0.143176429,0,0.006,7,29.65919063,0.905,550,-0.700987933,-2.132487874,1.431499941,0.001142349
+"US_EDN",2020,262,900,19.09354167,8.884231251,494.3204941,NA,0.142222857,0,0.006,7,29.76237647,0.905,550,-0.642464896,-2.042789405,1.400324509,0.001477216
+"US_EDN",2020,263,901,19.11708333,7.7500625,475.4047477,NA,0.141269286,0,0.006,7,29.86556232,0.905,550,-0.812269584,-2.201517856,1.389248272,-0.000181354
+"US_EDN",2020,264,902,20.31916667,4.317575,470.6048868,NA,0.140315714,0,0.006,7,29.96874816,0.905,550,-0.490691067,-1.910766188,1.420075121,-0.001789522
+"US_EDN",2020,265,903,18.20979167,7.979675,486.310588,NA,0.139362143,0,0.006,7,30.071934,0.905,550,-1.056868209,-2.466934861,1.410066653,0.002323406
+"US_EDN",2020,266,904,17.896875,10.2772625,510.5975294,NA,0.138408571,0,0.006,7,30.17511984,0.905,550,-1.313161389,-2.721784732,1.408623343,0.002990393
+"US_EDN",2020,267,905,18.52104167,10.0432625,512.5148987,NA,0.137455,0,0.006,7,30.27830568,0.905,550,-1.242601066,-2.626952641,1.384351576,0.003116739
+"US_EDN",2020,268,906,19.08229167,4.70148125,501.4378938,NA,0.136501429,0,0.006,7,30.38149152,0.905,550,-1.48498868,-2.86006664,1.375077959,0.001829881
+"US_EDN",2020,269,907,18.50270393,5.12853125,465.6714155,NA,0.135547857,0,0.006,7,30.48467736,0.905,550,-1.35942119,-2.754830143,1.395408953,0.002675424
+"US_EDN",2020,270,908,20.10852113,3.9153875,496.1462058,NA,0.134594286,0,0.006,7,30.5878632,0.905,550,-1.155576024,-2.543385089,1.387809065,0.000694678
+"US_EDN",2020,271,909,19.73669014,-5.8453375,469.4576877,NA,0.133640714,0,0.006,7,30.69104904,0.905,550,-0.16050068,-1.623102095,1.462601415,0.000806576
+"US_EDN",2020,272,910,19.36485915,-5.7341875,442.1955701,NA,0.132687143,0,0.006,7,30.79423488,0.905,550,0.301308903,-1.170020442,1.471329344,0.002463458
+"US_EDN",2020,273,911,18.99302817,6.8901125,443.1937823,NA,0.131733571,0,0.006,7,30.89742072,0.905,550,-1.081645765,-2.466606178,1.384960413,0.001690529
+"US_EDN",2020,274,912,18.62119718,6.28025,395.6644815,NA,0.13078,0,0.006,7,31.00060656,0.905,550,-0.856140427,-2.253756038,1.397615612,0.0007538
+"US_EDN",2020,275,913,18.2493662,0.0017375,295.2274533,NA,0.133603571,0,0.006,7,31.1037924,0.905,550,-0.088203575,-1.522036068,1.433832494,0.000897734
+"US_EDN",2020,276,914,17.87753521,3.346475,329.5022436,NA,0.136427143,0,0.006,7,31.20697824,0.905,550,0.31520075,-1.060525649,1.375726399,0.001403483
+"US_EDN",2020,277,915,20.14724472,3.562925,392.7221608,NA,0.139250714,0,0.006,7,31.31016409,0.905,550,-0.253085483,-1.651547565,1.398462083,0.004388466
+"US_EDN",2020,278,916,17.67052083,8.47473125,463.1946239,NA,0.142074286,0,0.006,7,31.41334993,0.905,550,-0.633921878,-2.002319483,1.368397604,0.001491753
+"US_EDN",2020,279,917,16.84833333,11.51015,373.5647596,NA,0.144897857,0,0.006,7,31.51653577,0.905,550,-0.55122761,-1.922487043,1.371259433,-0.000730649
+"US_EDN",2020,280,918,16.62791667,10.5346625,370.1728936,NA,0.147721429,0,0.006,7,31.61972161,0.905,550,-0.868363566,-2.237191019,1.368827453,0.002112589
+"US_EDN",2020,281,919,14.97229167,10.9383125,279.822209,NA,0.150545,0,0.006,7,31.72290745,0.905,550,-0.930703015,-2.28340751,1.352704495,0.000963016
+"US_EDN",2020,282,920,15.96854167,8.476925,292.2079857,NA,0.153368571,0,0.006,7,31.82609329,0.905,550,-0.76289246,-2.111883237,1.348990777,0.002102198
+"US_EDN",2020,283,921,16.90875,5.0693,299.5828367,NA,0.156192143,0,0.006,7,31.92927913,0.905,550,-0.954199215,-2.30680427,1.352605055,0.000535046
+"US_EDN",2020,284,922,17.60416667,3.6653,349.8410807,NA,0.159015714,0,0.006,7,32.03246497,0.905,550,-1.06762567,-2.394084052,1.326458382,0.007263139
+"US_EDN",2020,285,923,18.014375,4.808975,417.3073103,NA,0.161839286,0,0.006,7,32.13565081,0.905,550,-0.589406144,-1.917505734,1.32809959,0.000848021
+"US_EDN",2020,286,924,18.81958333,8.746025,411.3230036,NA,0.164662857,0,0.006,7,32.23883665,0.905,550,-0.298685912,-1.626614172,1.32792826,0.007582114
+"US_EDN",2020,287,925,19.60041667,8.681675,408.4848033,NA,0.167486429,0,0.006,7,32.34202249,0.905,550,-0.029934222,-1.341910005,1.311975783,0.006104491
+"US_EDN",2020,288,926,21.22354167,6.517175,390.3823449,NA,0.17031,0,0.006,7,32.44520833,0.905,550,-0.015371491,-1.329789933,1.314418442,-0.001378101
+"US_EDN",2020,289,927,23.87895833,2.7336875,404.7987797,NA,0.170580714,0,0.006,7,32.54839417,0.905,550,0.594135746,-0.884840134,1.47897588,0.003842848
+"US_EDN",2020,290,928,23.54625,6.1354625,390.8071658,NA,0.170851429,0,0.006,7,32.65158001,0.905,550,0.336847778,-1.001419657,1.338267434,-0.001128878
+"US_EDN",2020,291,929,22.11416667,9.237425,397.518189,NA,0.171122143,0,0.006,7,32.75476586,0.905,550,0.070076458,-1.244531851,1.314608309,0.001768483
+"US_EDN",2020,292,930,19.931875,14.496575,394.1877667,NA,0.171392857,0,0.006,7,32.8579517,0.905,550,0.09415788,-1.197392086,1.291549966,0.001914753
+"US_EDN",2020,293,931,17.77333333,16.0746125,386.9291804,NA,0.171663571,0,0.006,7,32.96113754,0.905,550,-0.195585654,-1.502473105,1.306887451,-0.001712679
+"US_EDN",2020,294,932,18.55020833,10.81985,385.5782188,NA,0.171934286,0,0.006,7,33.06432338,0.905,550,-0.007908839,-1.307774113,1.299865274,0.000299375
+"US_EDN",2020,295,933,19.01229167,6.8754875,375.3948153,NA,0.172205,0,0.006,7,33.16750922,0.905,550,-0.314551574,-1.605091333,1.290539759,0.000895191
+"US_EDN",2020,296,934,16.91541667,9.4641125,367.2353,NA,0.172475714,0,0.006,7,33.27069506,0.905,550,-0.833731816,-2.1183059,1.284574083,-0.000715047
+"US_EDN",2020,297,935,15.669375,12.1843625,361.4248113,NA,0.172746429,0,0.006,7,33.3738809,0.905,550,-0.597808966,-1.876005377,1.278196412,0.002796954
+"US_EDN",2020,298,936,15.37375,13.7960375,317.602801,NA,0.173017143,0,0.006,7,33.47706674,0.905,550,-1.127164435,-2.410881493,1.283717058,0.000748449
+"US_EDN",2020,299,937,16.325625,11.8509125,339.0842273,NA,0.173287857,0,0.006,7,33.58025258,0.905,550,-0.336842835,-1.685597852,1.348755017,0.002027058
+"US_EDN",2020,300,938,17.193125,19.24385,348.2345054,NA,0.173558571,0,0.006,7,33.68343842,0.905,550,0.848283328,-0.709425129,1.557708457,-0.00152177
+"US_EDN",2020,301,939,16.9075,21.896825,348.0010926,NA,0.173829286,0,0.006,7,33.78662426,0.905,550,-0.052141638,-1.385365873,1.333224235,0.010729961
+"US_EDN",2020,302,940,15.56645833,23.5889375,332.2335101,NA,0.1741,0,0.006,7,33.8898101,0.905,550,-0.086616802,-1.401370295,1.314753493,0.003851813
+"US_EDN",2020,303,941,14.89166667,23.5362875,326.9732404,NA,0.172391429,0,0.006,7,33.99299594,0.905,550,-0.044356042,-1.355736788,1.311380746,0.001317969
+"US_EDN",2020,304,942,14.38916667,26.196575,342.645974,NA,0.170682857,0,0.006,7,34.09618178,0.905,550,-0.065605452,-1.411163182,1.34555773,0.000565084
+"US_EDN",2020,305,943,14.941875,23.3871125,335.699324,NA,0.168974286,0,0.006,7,34.19936763,0.905,550,-0.103137169,-1.429240525,1.326103356,0.001331511
+"US_EDN",2020,306,944,15.853125,23.277425,303.9279936,NA,0.167265714,0,0.006,7,34.30255347,0.905,550,0.06768762,-1.235122591,1.302810212,0.008405263
+"US_EDN",2020,307,945,15.89833333,20.106725,317.4742212,NA,0.165557143,0,0.006,7,34.40573931,0.905,550,0.031715417,-1.262595085,1.294310502,0.011782215
+"US_EDN",2020,308,946,13.98958333,20.8277375,318.7624156,NA,0.163848571,0,0.006,7,34.50892515,0.905,550,-0.298672084,-1.623337563,1.324665479,0.00190514
+"US_EDN",2020,309,947,14.80729167,20.4884375,303.6799762,NA,0.16214,0,0.006,7,34.61211099,0.905,550,-0.579441418,-1.900937732,1.321496314,0.000811239
+"US_EDN",2020,310,948,16.43708333,11.7149,311.0746921,NA,0.160431429,0,0.006,7,34.71529683,0.905,550,-0.585117451,-1.865225349,1.280107898,-0.004397137
+"US_EDN",2020,311,949,13.79291667,4.9771625,282.980731,NA,0.158722857,0,0.006,7,34.81848267,0.905,550,-0.033323572,-1.376264947,1.342941375,-0.000993114
+"US_EDN",2020,312,950,11.838125,5.6309,299.1035956,NA,0.157014286,0,0.006,7,34.92166851,0.905,550,-0.775469944,-2.040732411,1.265262468,-0.002242778
+"US_EDN",2020,313,951,10.91166667,13.0735625,279.3131704,NA,0.155305714,0,0.006,7,35.02485435,0.905,550,-0.201183442,-1.56650218,1.365318738,-0.00301338
+"US_EDN",2020,314,952,8.637770833,28.06565,297.2338101,NA,0.153597143,0,0.006,7,35.12804019,0.905,550,-0.447799266,-1.834676707,1.386877441,0.003625219
+"US_EDN",2020,315,953,10.04547917,29.6612375,290.8323401,NA,0.151888571,0,0.006,7,35.23122603,0.905,550,-0.383018044,-1.844247099,1.461229055,0.007531864
+"US_EDN",2020,316,954,12.99770833,20.7707,180.8775328,NA,0.15018,0,0.006,7,35.33441187,0.905,550,-0.048982691,-1.375805832,1.326823142,0.000852835
+"US_EDN",2020,317,955,10.87022917,25.7198,280.9296782,NA,0.151375,0,0.006,7,35.43759771,0.905,550,0.024291821,-1.333058093,1.357349914,0.00140921
+"US_EDN",2020,318,956,11.27177083,28.6111625,149.7045093,NA,0.15257,0,0.006,7,35.54078355,0.905,550,0.349612028,-0.98169815,1.331310177,0.001100627
+"US_EDN",2020,319,957,11.78520833,31.6824125,239.6379619,NA,0.153765,0,0.006,7,35.6439694,0.905,550,0.054970034,-1.329747416,1.38471745,0.002560523
+"US_EDN",2020,320,958,11.57172917,32.6418125,288.7465236,NA,0.15496,0,0.006,7,35.74715524,0.905,550,-0.094196408,-1.506282421,1.412086012,0.00160263
+"US_EDN",2020,321,959,13.37666667,23.72495,286.4148788,NA,0.156155,0,0.006,7,35.85034108,0.905,550,0.07481179,-1.267273658,1.342085448,-0.002996513
+"US_EDN",2020,322,960,14.72208333,15.5715125,136.6160111,NA,0.15735,0,0.006,7,35.95352692,0.905,550,0.425425621,-0.894678835,1.320104456,-0.001857142
+"US_EDN",2020,323,961,14.9475,13.6059125,185.208085,NA,0.158545,0,0.006,7,36.05671276,0.905,550,0.28889209,-0.94123725,1.23012934,0.000262043
+"US_EDN",2020,324,962,11.68729167,21.0632,273.8130711,NA,0.15974,0,0.006,7,36.1598986,0.905,550,-0.223046099,-1.63064448,1.407598381,0.00211069
+"US_EDN",2020,325,963,11.10022917,20.6639375,267.8163488,NA,0.160935,0,0.006,7,36.26308444,0.905,550,-0.453874664,-1.8466074,1.392732736,0.002566638
+"US_EDN",2020,326,964,10.48141667,20.6434625,215.7479142,NA,0.16213,0,0.006,7,36.36627028,0.905,550,-0.314782458,-1.694449223,1.379666765,-0.0000475
+"US_EDN",2020,327,965,9.566,17.561975,263.0651948,NA,0.163325,0,0.006,7,36.46945612,0.905,550,-0.399583443,-1.750058702,1.350475259,0.005149709
+"US_EDN",2020,328,966,11.529375,11.9372,223.1475963,NA,0.16452,0,0.006,7,36.57264196,0.905,550,-0.245168409,-1.546394381,1.301225971,0.000167633
+"US_EDN",2020,329,967,11.01308333,15.2907125,270.2895312,NA,0.165715,0,0.006,7,36.6758278,0.905,550,0.022948965,-1.31708665,1.340035615,0.002653184
+"US_EDN",2020,330,968,12.11041667,15.5949125,263.7986691,NA,0.16691,0,0.006,7,36.77901364,0.905,550,-0.113296875,-1.468581709,1.355284834,0.000328473
+"US_EDN",2020,331,969,11.44558333,20.902325,266.0111244,NA,0.164912857,0,0.006,7,36.88219948,0.905,550,0.519659914,-0.93988991,1.459549824,-0.000571551
+"US_EDN",2020,332,970,10.19747917,25.1187125,266.0061581,NA,0.162915714,0,0.006,7,36.98538532,0.905,550,-0.127546909,-1.572784073,1.445237164,0.014653522
+"US_EDN",2020,333,971,9.245875,28.3128125,260.7096742,NA,0.160918571,0,0.006,7,37.08857117,0.905,550,-0.121741119,-1.60597482,1.484233701,0.002646924
+"US_EDN",2020,334,972,9.191020833,27.6517625,253.8686929,NA,0.158921429,0,0.006,7,37.19175701,0.905,550,-0.032891473,-1.50283055,1.469939077,0.008891283
+"US_EDN",2020,335,973,9.5261875,28.150475,257.1935836,NA,0.156924286,0,0.006,7,37.29494285,0.905,550,-0.037307868,-1.525296186,1.487988319,0.008359891
+"US_EDN",2020,336,974,9.848416667,23.5362875,229.8395908,NA,0.154927143,0,0.006,7,37.39812869,0.905,550,-0.326629687,-1.763567448,1.436937761,0.000653031
+"US_EDN",2020,337,975,10.08979167,21.0412625,243.8567739,NA,0.15293,0,0.006,7,37.50131453,0.905,550,0.001846431,-1.393365662,1.395212093,0.003182734
+"US_EDN",2020,338,976,10.62635417,22.095725,230.666468,NA,0.150932857,0,0.006,7,37.60450037,0.905,550,-0.13605106,-1.567507377,1.431456317,0.010069695
+"US_EDN",2020,339,977,11.12429167,20.6288375,242.2179182,NA,0.148935714,0,0.006,7,37.70768621,0.905,550,-0.119127502,-1.55757314,1.438445638,0.010689909
+"US_EDN",2020,340,978,10.20808333,20.124275,185.3744537,NA,0.146938571,0,0.006,7,37.81087205,0.905,550,-0.106634883,-1.517552728,1.410917845,0.028291143
+"US_EDN",2020,341,979,10.14125,17.7096875,198.3884585,NA,0.144941429,0,0.006,7,37.91405789,0.905,550,-0.51228084,-1.932301474,1.420020635,-0.00443504
+"US_EDN",2020,342,980,15.3309375,5.879525,248.0358562,NA,0.142944286,0,0.006,7,38.01724373,0.905,550,0.754348534,-0.687038614,1.441387148,0.001579281
+"US_EDN",2020,343,981,13.2396875,9.98915,249.8659118,NA,0.140947143,0,0.006,7,38.12042957,0.905,550,0.135367571,-1.199960243,1.335327814,0.002841588
+"US_EDN",2020,344,982,11.53429167,11.910875,214.6727255,NA,0.13895,0,0.006,7,38.22361541,0.905,550,-0.176212797,-1.530118461,1.353905664,-0.000671554
+"US_EDN",2020,345,983,11.2923125,12.75035,235.9828168,NA,0.140156429,0,0.006,7,38.32680125,0.905,550,-0.128098636,-1.458936834,1.330838198,0.00131857
+"US_EDN",2020,346,984,10.62854167,15.526175,117.4488478,NA,0.141362857,0,0.006,7,38.42998709,0.905,550,0.217529764,-1.132615415,1.350145179,0.0012471
+"US_EDN",2020,347,985,12.19520833,13.739,130.6118395,NA,0.142569286,0,0.006,7,38.53317294,0.905,550,0.516344345,-0.800066398,1.316410743,0.000651535
+"US_EDN",2020,348,986,12.21625,15.4589,80.63667064,NA,0.143775714,0,0.006,7,38.63635878,0.905,550,0.580485831,-0.735103157,1.315588988,0.000764166
+"US_EDN",2020,349,987,10.1870625,22.037225,251.0180771,NA,0.144982143,0,0.006,7,38.73954462,0.905,550,0.2775817,-1.103683722,1.381265423,0.002918096
+"US_EDN",2020,350,988,9.6819375,24.01745,174.8361144,NA,0.146188571,0,0.006,7,38.84273046,0.905,550,-0.074194036,-1.515230732,1.441036696,0.003102135
+"US_EDN",2020,351,989,10.176,18.4658,207.4940405,NA,0.147395,0,0.006,7,38.9459163,0.905,550,0.136282671,-1.268678869,1.40496154,0.000593714
+"US_EDN",2020,352,990,11.99958333,8.3921,191.9249106,NA,0.148601429,0,0.006,7,39.04910214,0.905,550,0.3472521,-0.979704749,1.32695685,0.003154976
+"US_EDN",2020,353,991,9.762666667,15.4720625,246.7173222,NA,0.149807857,0,0.006,7,39.15228798,0.905,550,-0.10629406,-1.495986058,1.389691999,0.005662513
+"US_EDN",2020,354,992,8.728875,18.5228375,244.2664879,NA,0.151014286,0,0.006,7,39.25547382,0.905,550,-0.578336295,-2.014470029,1.436133735,0.003160714
+"US_EDN",2020,355,993,8.518354167,15.2029625,244.0678387,NA,0.152220714,0,0.006,7,39.35865966,0.905,550,-0.517520229,-1.968790767,1.451270539,0.002764165
+"US_EDN",2020,356,994,8.336916667,10.1865875,243.0050656,NA,0.153427143,0,0.006,7,39.4618455,0.905,550,-0.437752319,-1.843249178,1.40549686,0.00542931
+"US_EDN",2020,357,995,10.94033333,8.3204375,244.8078069,NA,0.154633571,0,0.006,7,39.56503134,0.905,550,-0.137593902,-1.493619328,1.356025425,0.002381676
+"US_EDN",2020,358,996,9.96175,14.80955,223.7534764,NA,0.15584,0,0.006,7,39.66821718,0.905,550,0.063589646,-1.357762423,1.421352069,0.004835962
+"US_EDN",2020,359,997,8.406729167,16.561625,192.9876838,NA,0.145005333,0,0.006,7,39.77140302,0.905,550,-0.51238753,-1.944876772,1.432489242,0.001991116
+"US_EDN",2020,360,998,11.7818125,7.4429375,82.44189511,NA,0.134170667,0,0.006,7,39.87458886,0.905,550,0.737431199,-0.68956822,1.426999419,0.002375057
+"US_EDN",2020,361,999,12.46708333,6.86525,225.7474176,NA,0.123336,0,0.006,7,39.97777471,0.905,550,0.185166956,-1.135245587,1.320412542,-0.002419871
+"US_EDN",2020,362,1000,10.45691667,2.4485,229.8073103,NA,0.112501333,0,0.006,7,40.08096055,0.905,550,0.069450934,-1.258223804,1.327674738,0.000117242
+"US_EDN",2020,363,1001,10.97791667,1.2741125,199.1582241,NA,0.101666667,0,0.006,7,40.18414639,0.905,550,0.329476766,-0.948443826,1.277920592,0.000373918
+"US_EDN",2020,364,1002,9.414479167,17.5956125,244.2019269,NA,0.090832,0,0.006,7,40.28733223,0.905,550,0.012133315,-1.410736234,1.422869548,0.007630147
+"US_EDN",2020,365,1003,8.294770833,22.0445375,231.2301351,NA,0.079997333,0,0.006,7,40.61416667,0.905,550,0.020084343,-1.460901338,1.48098568,0.006782406
+"US_EDN",2020,366,1004,10.40833333,13.3982375,252.6792809,NA,0.069162667,0,0.006,7,40.98322917,0.905,550,0.081665301,-1.288304531,1.369969832,0.000456384
+"US_EDN",2021,1,1005,9.094604167,13.0487,219.2416567,NA,0.058328,0,0.006,7,41.08958333,0.905,550,0.0579984,-1.319079457,1.377077857,0.008629745
+"US_EDN",2021,2,1006,10.57583333,9.3983,93.91388558,NA,0.047493333,0,0.006,7,41.09041667,0.905,550,-0.074193574,-1.416749931,1.342556357,0.001870754
+"US_EDN",2021,3,1007,10.19395833,6.3665375,84.64938419,NA,0.036658667,0,0.006,7,41.16791667,0.905,550,-0.258701829,-1.564830892,1.306129063,0.000709234
+"US_EDN",2021,4,1008,12.38104167,0.4755875,107.2333135,NA,0.025824,0,0.006,7,41.299375,0.905,550,0.30948279,-1.005370524,1.314853314,0.001036902
+"US_EDN",2021,5,1009,9.378208333,7.9811375,194.2813866,NA,0.014989333,0,0.006,7,41.3740625,0.905,550,-0.717209504,-2.082032086,1.364822582,0.001843001
+"US_EDN",2021,6,1010,8.793083333,9.8238875,152.7587406,NA,0.004154667,0,0.006,7,41.51791667,0.905,550,-0.146309408,-1.539954229,1.393644822,0.003420614
+"US_EDN",2021,7,1011,9.767875,8.646575,198.0681367,NA,-0.00668,0,0.006,7,41.58083333,0.905,550,-0.297901245,-1.690716472,1.392815227,0.005492097
+"US_EDN",2021,8,1012,11.15916667,7.80125,170.0461859,NA,-0.004810357,0,0.006,7,41.60854167,0.905,550,0.025164056,-1.307145158,1.332309214,0.005006004
+"US_EDN",2021,9,1013,9.6653125,12.7050125,263.2424513,NA,-0.002940714,0,0.006,7,41.6653125,0.905,550,-0.151828314,-1.580102678,1.428274363,0.007281353
+"US_EDN",2021,10,1014,10.03114583,13.9071875,177.2695669,NA,-0.001071071,0,0.006,7,41.7234375,0.905,550,-0.01110233,-1.420782083,1.409679754,0.003947976
+"US_EDN",2021,11,1015,10.0473125,13.7463125,242.754271,NA,0.000798571,0,0.006,7,41.83916667,0.905,550,-0.155434795,-1.554348841,1.398914046,0.003817937
+"US_EDN",2021,12,1016,11.36583333,13.5737375,162.4553039,NA,0.002668214,0,0.006,7,41.90447917,0.905,550,0.249823155,-1.113332655,1.36315581,0.003486989
+"US_EDN",2021,13,1017,12.820625,11.442875,250.4246126,NA,0.004537857,0,0.006,7,41.92020833,0.905,550,-0.02370076,-1.41209571,1.388394951,0.00158475
+"US_EDN",2021,14,1018,13.03958333,8.7782,269.1547477,NA,0.0064075,0,0.006,7,41.91,0.905,550,0.07828977,-1.261584607,1.339874378,0.001834241
+"US_EDN",2021,15,1019,12.656875,6.9369125,256.9030592,NA,0.008277143,0,0.006,7,41.91979167,0.905,550,-0.205005752,-1.552696659,1.347690907,0.000976617
+"US_EDN",2021,16,1020,13.12395833,-0.0041125,270.7886373,NA,0.010146786,0,0.006,7,41.91041667,0.905,550,-0.208137618,-1.50364447,1.295506852,-0.000735161
+"US_EDN",2021,17,1021,14.36208333,-5.6756875,284.0004294,NA,0.012016429,0,0.006,7,41.97322917,0.905,550,-0.02646534,-1.286195861,1.25973052,-0.000417596
+"US_EDN",2021,18,1022,17.758125,-15.420325,284.0078577,NA,0.013886071,0,0.006,7,40.22895833,0.905,550,1.335481849,-0.539216038,1.874697887,0.003356521
+"US_EDN",2021,19,1023,15.4925,-11.23465,283.3300164,NA,0.015755714,0,0.006,7,38.878125,0.905,550,1.467370775,-0.623330844,2.090701619,0.002385174
+"US_EDN",2021,20,1024,11.75585417,2.2686125,275.6207787,NA,0.017625357,0,0.006,7,39.7684375,0.905,550,-0.247142396,-1.605291906,1.35814951,0.002830825
+"US_EDN",2021,21,1025,9.248291667,5.7376625,245.7141438,NA,0.019495,0,0.006,7,40.34947917,0.905,550,-0.320937388,-1.685922323,1.364984935,0.000870589
+"US_EDN",2021,22,1026,9.647666667,0.9626,164.4219309,NA,0.021364643,0,0.006,7,40.82072917,0.905,550,-0.0994985,-1.368110928,1.268612428,0.000514483
+"US_EDN",2021,23,1027,9.1511875,2.3534375,250.3327374,NA,0.023234286,0,0.006,7,41.34333333,0.905,550,-0.062908067,-1.381100583,1.318192516,0.000668315
+"US_EDN",2021,24,1028,8.2741875,4.340975,92.58045292,NA,0.025103929,0,0.006,7,42.110625,0.905,550,0.330636104,-1.00930287,1.339938973,0.000765047
+"US_EDN",2021,25,1029,8.3478125,2.656175,304.2132574,NA,0.026973571,0,0.006,7,42.94697917,0.905,550,0.456949005,-1.022172145,1.47912115,0.00378224
+"US_EDN",2021,26,1030,6.302979167,10.5756125,154.2982718,NA,0.028843214,0,0.006,7,43.5309375,0.905,550,0.564899741,-0.97436285,1.539262591,0.006133191
+"US_EDN",2021,27,1031,9.085229167,4.53695,84.45570123,NA,0.030712857,0,0.006,7,43.85729167,0.905,550,0.870181724,-0.46476257,1.334944294,0.00426278
+"US_EDN",2021,28,1032,10.02625,4.528175,124.4363329,NA,0.0325825,0,0.006,7,44.08791667,0.905,550,0.262847913,-0.924306241,1.187154153,-0.001245838
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+"US_EDN",2021,120,1124,13.27583333,-4.2336625,651.9517282,NA,0.098695714,0,0.006,7,34.68548308,0.848020833,550,-3.260401015,-4.060987972,0.800586957,0.004070118
+"US_EDN",2021,121,1125,13.20041667,-6.9817,479.3404847,NA,0.099641429,0,0.006,7,34.68548308,0.835208333,550,-2.902823827,-3.717703714,0.814879886,0.001149412
+"US_EDN",2021,122,1126,14.348125,-12.3944125,702.2794994,NA,0.100587143,0,0.006,7,34.68548308,0.897708333,550,-2.571115674,-3.464491095,0.893375421,0.0000929
+"US_EDN",2021,123,1127,17.44833333,-18.491575,703.6874255,NA,0.101532857,0,0.006,7,34.68548308,0.990625,550,-1.893288853,-2.824031645,0.930742792,-0.000731574
+"US_EDN",2021,124,1128,18.42729167,-20.5303,710.1236591,NA,0.102478571,0,0.006,7,34.68548308,1.034166667,550,-2.252747242,-3.149968609,0.897221367,-0.001132424
+"US_EDN",2021,125,1129,16.94041667,-17.23675,710.7841677,NA,0.103424286,0,0.006,7,34.68548308,1.026666667,550,-2.858277827,-3.731293487,0.87301566,-0.001211686
+"US_EDN",2021,126,1130,15.10416667,-9.8730625,705.0879023,NA,0.10437,0,0.006,7,34.68548308,0.978333333,550,-3.616616079,-4.416806022,0.800189942,0.001160407
+"US_EDN",2021,127,1131,15.648125,-11.03575,708.0105284,NA,0.105315714,0,0.006,7,34.68548308,0.924166667,550,-3.093321243,-3.995354326,0.902033084,-0.0000164
+"US_EDN",2021,128,1132,17.696875,-14.7987625,709.947358,NA,0.106261429,0,0.006,7,34.68548308,0.9190625,550,-1.843357717,-2.816721315,0.973363597,-0.000446957
+"US_EDN",2021,129,1133,18.07020833,-16.999825,708.0204609,NA,0.107207143,0,0.006,7,34.68548308,0.889895833,550,-2.386903596,-3.335519374,0.948615778,-0.000579853
+"US_EDN",2021,130,1134,19.959375,-19.129225,717.6996424,NA,0.108152857,0,0.006,7,34.68548308,0.888645833,550,-2.332936005,-3.324984799,0.992048794,-0.001490479
+"US_EDN",2021,131,1135,19.6125,-17.046625,723.9546087,NA,0.109098571,0,0.006,7,34.68548308,0.9153125,550,-3.153730813,-4.117651865,0.963921052,-0.00161561
+"US_EDN",2021,132,1136,17.17229167,-9.4723375,702.9921534,NA,0.110044286,0,0.006,7,34.68548308,0.903958333,550,-4.174605372,-5.067663573,0.8930582,0.000438404
+"US_EDN",2021,133,1137,16.20520833,-8.0156875,686.3031387,NA,0.11099,0,0.006,7,34.68548308,0.8978125,550,-3.77374785,-4.628186897,0.854439047,0.000929097
+"US_EDN",2021,134,1138,15.270625,-7.1806,614.3573699,NA,0.112475714,0,0.006,7,34.68548308,0.890833333,550,-5.236435229,-6.109577683,0.873142454,0.001101462
+"US_EDN",2021,135,1139,14.2625,-6.949525,505.5323798,NA,0.113961429,0,0.006,7,34.68548308,0.8690625,550,-2.994797003,-3.899693425,0.904896421,0.002360008
+"US_EDN",2021,136,1140,15.24958333,-9.3524125,628.3075089,NA,0.115447143,0,0.006,7,34.68548308,0.915520833,550,-3.271523983,-4.178293919,0.906769937,0.001902871
+"US_EDN",2021,137,1141,14.356875,-5.8,609.5227453,NA,0.116932857,0,0.006,7,34.68548308,0.951157895,550,-3.427422976,-4.344698756,0.91727578,0.002742634
+"US_EDN",2021,138,1142,15.55958333,-14.3834125,735.1658721,NA,0.118418571,0,0.006,7,34.68548308,0.97,550,-2.852197941,-3.918370084,1.066172143,0.000767097
+"US_EDN",2021,139,1143,12.91854167,-15.0327625,726.5867104,NA,0.119904286,0,0.006,7,34.68548308,0.935625,550,-3.34413323,-4.482570942,1.138437712,0.001410186
+"US_EDN",2021,140,1144,12.95395833,-5.48995,741.9795391,NA,0.12139,0,0.006,7,34.68548308,0.8828125,550,-2.272142575,-3.357599925,1.08545735,0.001221037
+"US_EDN",2021,141,1145,13.12541667,-6.633625,738.3690902,NA,0.122875714,0,0.006,7,34.68548308,0.919894737,550,-2.109063067,-3.111570415,1.002507347,0.00234055
+"US_EDN",2021,142,1146,13.534375,-4.20295,738.2523838,NA,0.124361429,0,0.006,7,34.68548308,0.962325581,550,-2.668859004,-3.591501357,0.922642353,-0.000471791
+"US_EDN",2021,143,1147,13.01791667,-0.0772375,717.0217521,NA,0.125847143,0,0.006,7,34.68548308,0.930795455,550,-3.165865724,-4.090390693,0.924524969,0.002696331
+"US_EDN",2021,144,1148,13.6275,-1.39495,702.336611,NA,0.127332857,0,0.006,7,34.68548308,0.893666667,550,-3.184596545,-4.09616657,0.911570025,0.000971765
+"US_EDN",2021,145,1149,14.01645833,-1.6450375,700.8144617,NA,0.128818571,0,0.006,7,34.68548308,0.886931818,550,-3.15528652,-4.079708826,0.924422306,0.002560345
+"US_EDN",2021,146,1150,13.97208333,-1.7167,757.568534,NA,0.130304286,0,0.006,7,34.68548308,0.865824176,550,-3.403411505,-4.327816455,0.92440495,0.001183887
+"US_EDN",2021,147,1151,14.344375,0.28985,754.7526818,NA,0.13179,0,0.006,7,34.68548308,0.869677419,550,-3.462611779,-4.377793889,0.915182109,0.004719171
+"US_EDN",2021,148,1152,14.22479167,-3.310825,748.356178,NA,0.131657857,0,0.006,7,34.68548308,0.898636364,550,-4.087771058,-5.040552919,0.952781861,0.002476042
+"US_EDN",2021,149,1153,12.85208333,-1.4636875,592.6400477,NA,0.131525714,0,0.006,7,34.68548308,0.852,550,-3.570115298,-4.487545125,0.917429827,0.003350903
+"US_EDN",2021,150,1154,15.78583333,-11.711425,748.075586,NA,0.131393571,0,0.006,7,34.68548308,0.940729167,550,-3.142893153,-4.160485698,1.017592545,-0.000716752
+"US_EDN",2021,151,1155,18.486875,-18.8732875,750.7300358,NA,0.131261429,0,0.006,7,34.68548308,1.025104167,550,-2.722185416,-3.801382687,1.079197271,-0.002709928
+"US_EDN",2021,152,1156,15.85979167,-14.7197875,759.0211561,NA,0.131129286,0,0.006,7,34.68548308,1.057765957,550,-3.482523128,-4.492142544,1.009619417,0.001105279
+"US_EDN",2021,153,1157,14.191875,-12.12385,662.9519269,NA,0.130997143,0,0.006,7,34.68548308,1.038105263,550,-3.916709708,-4.898320171,0.981610463,0.001830547
+"US_EDN",2021,154,1158,17.02625,-17.5599625,731.4635479,NA,0.130865,0,0.006,7,34.68548308,1.038645833,550,-2.902897693,-3.923549853,1.02065216,0.001533394
+"US_EDN",2021,155,1159,15.54583333,-12.442675,743.7698649,NA,0.130732857,0,0.006,7,34.68548308,0.990625,550,-3.211076142,-4.215409756,1.004333613,0.008972958
+"US_EDN",2021,156,1160,16.49166667,-14.3687875,745.4459674,NA,0.130600714,0,0.006,7,34.68548308,0.957083333,550,-3.506223051,-4.526928947,1.020705896,0.000668067
+"US_EDN",2021,157,1161,15.56979167,-13.3508875,765.1097537,NA,0.130468571,0,0.006,7,34.68548308,0.931458333,550,-3.007281753,-4.056522479,1.049240726,0.000976261
+"US_EDN",2021,158,1162,14.39166667,-5.6230375,757.3276718,NA,0.130336429,0,0.006,7,34.68548308,0.894673913,550,-3.491975494,-4.496690328,1.004714834,0.005087225
+"US_EDN",2021,159,1163,14.39479167,0.251825,711.7500993,NA,0.130204286,0,0.006,7,34.68548308,0.869479167,550,-2.872657267,-3.896352953,1.023695686,0.007213196
+"US_EDN",2021,160,1164,13.896875,2.550875,747.708085,NA,0.130072143,0,0.006,7,34.68548308,0.889270833,550,-3.379272276,-4.39028686,1.011014584,0.008239371
+"US_EDN",2021,161,1165,14.834375,2.4558125,759.1279301,NA,0.12994,0,0.006,7,34.68548308,0.91225,550,-3.060331827,-4.115869373,1.055537545,0.003319402
+"US_EDN",2021,162,1166,16.44166667,-5.633275,762.3659118,NA,0.130235714,0,0.006,7,34.68548308,0.946770833,550,-2.864609182,-3.923406607,1.058797425,0.00193696
+"US_EDN",2021,163,1167,19.05,-15.3238,709.3514104,NA,0.130235714,0,0.006,7,34.68548308,1.003020833,550,-2.975597213,-4.078954667,1.103357454,0.000129777
+"US_EDN",2021,164,1168,19.02083333,-18.33655,764.5361542,NA,0.130235714,0,0.006,7,34.68548308,1.041875,550,-3.549832991,-4.623098222,1.073265231,0.001208581
+"US_EDN",2021,165,1169,18.155,-16.4835625,740.0576083,NA,0.130235714,0,0.006,7,34.68548308,1.0690625,550,-2.492248318,-3.580025954,1.087777636,0.00321742
+"US_EDN",2021,166,1170,17.24791667,-12.80245,766.3140644,NA,0.130235714,0,0.006,7,34.68548308,1.0628125,550,-2.083907693,-3.202082837,1.118175144,0.003275016
+"US_EDN",2021,167,1171,21.21729167,-23.7946,722.1493842,NA,0.130235714,0,0.006,7,34.68548308,1.0953125,550,-1.811426652,-3.009405438,1.197978786,0.000539695
diff --git a/models/peprmt/demo_run/data/PEPRMT_specific_inputs/US_SRR_formatted.csv b/models/peprmt/demo_run/data/PEPRMT_specific_inputs/US_SRR_formatted.csv
new file mode 100644
index 0000000000..b97ac4c624
--- /dev/null
+++ b/models/peprmt/demo_run/data/PEPRMT_specific_inputs/US_SRR_formatted.csv
@@ -0,0 +1,1655 @@
+"site","Year","DOY_disc","DOY","TA_C","WTD_cm","PAR_umol_m2_day","LAI","EVI","FPAR","LUE","Wetland_age_years","Salinity_daily_ave_ppt","NO3_mg_L","SOM_MEM_gC_m3","CO2_gC_m2_day","GPP_gC_m2_day","Reco_gC_m2_day","CH4_gC_m2_day"
+"US_SRR",2014,71,71,13.88534043,-16.58093757,474.7422817,NA,0.2867,0,0.009,500,2.082978723,1.9561,2000,0.472971877,-2.584513804,3.057485681,0.003487893
+"US_SRR",2014,72,72,15.57588542,-12.03440384,458.9523885,NA,0.2867,0,0.009,500,1.741666667,1.954471429,2000,0.698712975,-2.381787469,3.080500444,0.002305278
+"US_SRR",2014,73,73,15.11190208,-8.783028422,421.964841,NA,0.2867,0,0.009,500,1.836458333,1.952842857,2000,0.208471774,-2.964974973,3.173446746,0.002466466
+"US_SRR",2014,74,74,17.36404167,-8.593908349,491.8842525,NA,0.2867,0,0.009,500,1.788541667,1.951214286,2000,0.484500596,-3.095470278,3.579970874,0.003241227
+"US_SRR",2014,75,75,16.45226667,-4.920306661,464.2668589,NA,0.2867,0,0.009,500,1.729166667,1.949585714,2000,0.756421877,-2.916046055,3.672467932,0.002640239
+"US_SRR",2014,76,76,14.22531458,-6.809784438,484.8337732,NA,0.2867,0,0.009,500,1.789583333,1.947957143,2000,-0.001862462,-3.373322273,3.371459811,0.002487354
+"US_SRR",2014,77,77,14.27702292,-9.275237231,490.0555466,NA,0.2867,0,0.009,500,1.661458333,1.946328571,2000,-0.120725463,-3.474150413,3.353424951,0.003179449
+"US_SRR",2014,78,78,14.04594583,-11.67775135,489.4490288,NA,0.2867,0,0.009,500,1.595833333,1.9447,2000,0.006703514,-3.336482698,3.343186212,0.002892651
+"US_SRR",2014,79,79,15.45399375,-14.63277784,504.6940365,NA,0.2867,0,0.009,500,1.551041667,1.940978723,2000,0.162323506,-3.490852051,3.653175557,0.00279898
+"US_SRR",2014,80,80,13.41501875,-21.12833278,482.3376931,NA,0.2867,0,0.009,500,1.623958333,1.937257447,2000,0.192918858,-3.318839569,3.511758427,0.00152316
+"US_SRR",2014,81,81,13.7468,1.040168201,494.7962702,NA,0.2867,0,0.009,500,1.685416667,1.93353617,2000,-0.115872123,-3.653568341,3.537696218,0.001772698
+"US_SRR",2014,82,82,14.37420417,-3.682512738,459.1827743,NA,0.2867,0,0.009,500,1.63125,1.929814894,2000,-0.023551516,-3.636864039,3.613312523,0.001693083
+"US_SRR",2014,83,83,16.2836625,-10.70473567,478.3258709,NA,0.2867,0,0.009,500,1.7,1.926093617,2000,0.255474535,-3.689159493,3.944634027,0.002480304
+"US_SRR",2014,84,84,12.61145833,-8.285904113,325.6526875,NA,0.2867,0,0.009,500,1.836458333,1.92237234,2000,0.082469235,-3.294243352,3.376712587,0.000178419
+"US_SRR",2014,85,85,12.12658333,-10.68076627,394.3460726,NA,0.2867,0,0.009,500,1.884375,1.918651064,2000,0.642593981,-2.626700215,3.269294196,0.000402386
+"US_SRR",2014,86,86,13.11454375,-12.56836906,310.3960397,NA,0.2867,0,0.009,500,1.93125,1.914929787,2000,0.145880844,-3.116099117,3.261979961,-0.000267727
+"US_SRR",2014,87,87,14.866,-13.83433843,412.2706452,NA,0.2867,0,0.009,500,1.932291667,1.911208511,2000,-0.498257819,-4.070814081,3.572556262,0.002065486
+"US_SRR",2014,88,88,13.16929167,-14.606224,206.3879763,NA,0.2867,0,0.009,500,1.936458333,1.907487234,2000,2.006033875,-1.272919682,3.278953557,0.001068449
+"US_SRR",2014,89,89,11.6068375,-15.15002023,501.5538032,NA,0.2867,0,0.009,500,1.945833333,1.903765957,2000,-1.225953794,-4.311174797,3.085221003,0.000730091
+"US_SRR",2014,90,90,9.399033333,-15.59570915,249.2115025,NA,0.2867,0,0.009,500,1.942708333,1.900044681,2000,1.130049597,-1.554239139,2.684288737,0.000150972
+"US_SRR",2014,91,91,8.9953,-15.22740135,388.5095462,NA,0.2867,0,0.009,500,1.961458333,1.896323404,2000,0.496017948,-1.989070766,2.485088714,0.000983733
+"US_SRR",2014,92,92,10.59153125,-13.4554395,551.3105346,NA,0.2867,0,0.009,500,1.990625,1.892602128,2000,-1.394537323,-4.112470375,2.717933052,0.003253906
+"US_SRR",2014,93,93,11.9875875,-15.27351584,511.069256,NA,0.2867,0,0.009,500,1.936458333,1.888880851,2000,-1.91822719,-4.995133112,3.076905922,0.002852617
+"US_SRR",2014,94,94,10.71021875,-17.40253557,438.9359201,NA,0.2867,0,0.009,500,1.858333333,1.885159574,2000,-0.506767705,-3.600593326,3.093825621,0.001648031
+"US_SRR",2014,95,95,12.61110208,-18.2533732,617.7176881,NA,0.2867,0,0.009,500,1.84375,1.881438298,2000,-1.452955577,-4.835294109,3.382338532,0.001979693
+"US_SRR",2014,96,96,17.07402917,-5.375218478,579.100782,NA,0.2867,0,0.009,500,1.76875,1.877717021,2000,-0.836015182,-4.997340514,4.161325333,0.002786928
+"US_SRR",2014,97,97,18.01319167,-1.604016237,571.8372647,NA,0.2867,0,0.009,500,1.711458333,1.873995745,2000,-1.182721166,-5.777623839,4.594902673,0.003070409
+"US_SRR",2014,98,98,18.86704167,-5.17758496,569.0256162,NA,0.2867,0,0.009,500,1.686458333,1.870274468,2000,-0.913096057,-5.939197525,5.026101467,0.002319804
+"US_SRR",2014,99,99,16.65854167,-8.359839319,548.1807106,NA,0.2867,0,0.009,500,1.705208333,1.866553191,2000,-0.773356805,-5.731210257,4.957853452,0.002168925
+"US_SRR",2014,100,100,16.99747917,-10.87895721,528.6953101,NA,0.2867,0,0.009,500,1.670833333,1.862831915,2000,-0.510249773,-5.510309724,5.000059951,0.003218663
+"US_SRR",2014,101,101,14.81058333,-12.64585153,444.4014969,NA,0.2867,0,0.009,500,1.671875,1.859110638,2000,-0.808224758,-5.607610446,4.799385688,0.002447331
+"US_SRR",2014,102,102,13.777125,-14.00146544,581.9190141,NA,0.2867,0,0.009,500,1.784375,1.855389362,2000,-1.405529493,-5.84993342,4.444403927,0.005405688
+"US_SRR",2014,103,103,15.88309792,-15.93442259,550.655684,NA,0.2867,0,0.009,500,1.820833333,1.851668085,2000,-1.157324947,-5.841819359,4.684494411,0.004837077
+"US_SRR",2014,104,104,16.16316667,-17.72832683,523.189182,NA,0.2867,0,0.009,500,1.860416667,1.847946809,2000,-0.708618686,-5.578305457,4.869686771,0.003244874
+"US_SRR",2014,105,105,15.83204167,-18.61732293,584.1706962,NA,0.2867,0,0.009,500,1.975,1.844225532,2000,-0.707577817,-5.545912761,4.838334944,0.004434167
+"US_SRR",2014,106,106,18.2385625,-6.075550583,544.794249,NA,0.2867,0,0.009,500,2.063541667,1.840504255,2000,-0.69414691,-5.833102141,5.138955231,0.001875399
+"US_SRR",2014,107,107,17.6290625,-8.491797698,626.7933048,NA,0.2867,0,0.009,500,2.09375,1.836782979,2000,-0.990674474,-6.2284975,5.237823026,0.003755711
+"US_SRR",2014,108,108,16.02364583,-10.71395856,581.2643783,NA,0.2867,0,0.009,500,2.136458333,1.833061702,2000,-1.707767072,-6.737797376,5.030030305,0.003249185
+"US_SRR",2014,109,109,14.4983625,-9.252737416,593.8873771,NA,0.2867,0,0.009,500,2.167708333,1.829340426,2000,-2.217203303,-6.888970214,4.671766911,0.004381319
+"US_SRR",2014,110,110,17.46756667,-12.75672901,610.9294949,NA,0.2867,0,0.009,500,2.241666667,1.825619149,2000,-1.443167654,-6.566662651,5.123494998,0.003033841
+"US_SRR",2014,111,111,15.356375,-15.28436034,379.9797148,NA,0.2867,0,0.009,500,2.294791667,1.821897872,2000,-1.156387305,-5.940003358,4.783616053,0.00345088
+"US_SRR",2014,112,112,13.09153333,-17.51199414,622.7719278,NA,0.2867,0,0.009,500,2.240625,1.818176596,2000,-1.880682073,-6.135886754,4.255204681,0.007815534
+"US_SRR",2014,113,113,13.73081042,-19.75787103,603.6337819,NA,0.2867,0,0.009,500,2.272916667,1.814455319,2000,-1.591838352,-5.828064611,4.23622626,0.004497968
+"US_SRR",2014,114,114,15.00770833,-21.54685976,491.1239124,NA,0.2867,0,0.009,500,2.24375,1.810734043,2000,-1.576285729,-5.985243676,4.408957947,0.00388491
+"US_SRR",2014,115,115,11.69800625,-22.72130961,298.5097354,NA,0.2867,0,0.009,500,2.302083333,1.807012766,2000,1.090727605,-2.885625646,3.976353251,0.001688948
+"US_SRR",2014,116,116,11.21368542,-22.49114257,664.1797928,NA,0.2867,0,0.009,500,2.267708333,1.803291489,2000,-1.387197862,-5.205842661,3.818644799,0.003880401
+"US_SRR",2014,117,117,13.1499375,-17.59145295,507.2410872,NA,0.2867,0,0.009,500,2.275,1.799570213,2000,-1.394292108,-5.413725143,4.019433035,0.003282466
+"US_SRR",2014,118,118,15.33284583,-18.90976986,642.4310635,NA,0.2867,0,0.009,500,2.279166667,1.795848936,2000,-2.534756603,-6.946093635,4.411337032,0.004462805
+"US_SRR",2014,119,119,20.52170833,-10.11401415,654.83334,NA,0.2867,0,0.009,500,2.320833333,1.79212766,2000,-0.492884502,-5.757582073,5.264697571,0.002749651
+"US_SRR",2014,120,120,21.789,-10.21865856,640.3235305,NA,0.2867,0,0.009,500,2.382291667,1.788406383,2000,0.351276936,-5.387018786,5.738295722,0.002127976
+"US_SRR",2014,121,121,22.31358333,-14.16453843,598.5935446,NA,0.2867,0,0.009,500,2.396875,1.784685106,2000,0.226920579,-5.979943197,6.206863776,0.002769549
+"US_SRR",2014,122,122,19.57727083,-8.658012554,599.3582855,NA,0.2867,0,0.009,500,2.384375,1.78096383,2000,-1.014205302,-6.949493057,5.935287755,0.005042196
+"US_SRR",2014,123,123,15.652125,-12.46108953,609.0246136,NA,0.2867,0,0.009,500,2.39375,1.777242553,2000,-1.685506236,-7.017336305,5.331830069,0.009342423
+"US_SRR",2014,124,124,15.496375,-16.60739006,596.1214954,NA,0.2867,0,0.009,500,2.425,1.773521277,2000,-2.336158655,-7.404340217,5.068181562,0.009396166
+"US_SRR",2014,125,125,14.828125,-20.25611019,653.4710123,NA,0.2867,0,0.009,500,2.458333333,1.7698,2000,-1.724629444,-6.691770324,4.96714088,0.006762826
+"US_SRR",2014,126,126,15.68991667,-23.34785853,645.2640002,NA,0.2867,0,0.009,500,2.525,1.749542857,2000,-1.21724491,-6.214703863,4.997458953,0.005455489
+"US_SRR",2014,127,127,15.21034583,-26.34641507,631.8412695,NA,0.2867,0,0.009,500,2.554166667,1.729285714,2000,-1.523074288,-6.520044615,4.996970327,0.003946486
+"US_SRR",2014,128,128,15.145875,-29.22122262,421.6063314,NA,0.2867,0,0.009,500,2.571875,1.709028571,2000,-0.717517519,-5.552142421,4.834624902,0.003895806
+"US_SRR",2014,129,129,15.9121875,-31.79927584,668.6319378,NA,0.2867,0,0.009,500,2.539583333,1.688771429,2000,-1.512358526,-6.497061377,4.98470285,0.007673151
+"US_SRR",2014,130,130,15.29854375,-33.89844785,594.6580698,NA,0.2867,0,0.009,500,2.625,1.668514286,2000,-1.022391869,-5.881426459,4.859034589,0.00463517
+"US_SRR",2014,131,131,19.11108333,-35.73471661,620.9338193,NA,0.2867,0,0.009,500,2.728125,1.648257143,2000,-0.920417703,-6.193113017,5.272695313,0.00465174
+"US_SRR",2014,132,132,20.64435417,-37.17764398,640.4501163,NA,0.2867,0,0.009,500,2.835416667,1.628,2000,-0.657038501,-6.416739769,5.759701268,0.003046023
+"US_SRR",2014,133,133,23.2298125,-9.398074064,616.3902733,NA,0.2867,0,0.009,500,2.93125,1.607742857,2000,0.630023161,-5.702463205,6.332486366,0.002016886
+"US_SRR",2014,134,134,24.352,-4.297305003,632.4094808,NA,0.2867,0,0.009,500,2.996875,1.587485714,2000,0.962800101,-5.801244415,6.764044516,0.002959864
+"US_SRR",2014,135,135,23.6484375,-1.170945457,581.1263219,NA,0.2867,0,0.009,500,3.070833333,1.567228571,2000,0.192329045,-6.475122382,6.667451427,0.00124633
+"US_SRR",2014,136,136,19.3335625,-0.287726335,609.8672608,NA,0.2867,0,0.009,500,3.182291667,1.546971429,2000,-2.021184622,-7.915834932,5.89465031,0.003173858
+"US_SRR",2014,137,137,17.39452083,-0.361306814,550.6624596,NA,0.2867,0,0.009,500,3.425,1.526714286,2000,-2.794756304,-8.242022712,5.447266407,0.00327363
+"US_SRR",2014,138,138,17.1913125,-0.226561295,613.1687401,NA,0.2867,0,0.009,500,3.527083333,1.506457143,2000,-2.820361182,-8.155237986,5.334876803,0.004922015
+"US_SRR",2014,139,139,15.55464583,-1.276451351,591.0423452,NA,0.2867,0,0.009,500,3.519791667,1.4862,2000,-3.182804936,-8.188838801,5.006033864,0.005288656
+"US_SRR",2014,140,140,16.20561042,-5.123919859,582.7561409,NA,0.2867,0,0.009,500,3.6125,1.465942857,2000,-2.607131622,-7.704631571,5.097499949,0.00278377
+"US_SRR",2014,141,141,17.63741667,-9.196589227,652.5113436,NA,0.2867,0,0.009,500,3.711458333,1.445685714,2000,-1.162662349,-6.656972274,5.494309925,0.004108704
+"US_SRR",2014,142,142,17.398875,-12.64362182,656.2969834,NA,0.2867,0,0.009,500,3.646875,1.425428571,2000,-1.146588911,-6.669546596,5.522957685,-0.00073145
+"US_SRR",2014,143,143,17.78047917,-15.39989994,626.4662454,NA,0.2867,0,0.009,500,3.609375,1.405171429,2000,-1.698299935,-7.293187833,5.594887898,-0.005112626
+"US_SRR",2014,144,144,20.184875,-17.87133241,651.4146925,NA,0.2867,0,0.009,500,3.703125,1.384914286,2000,-1.393950764,-7.345107106,5.951156342,-0.002545942
+"US_SRR",2014,145,145,21.53135417,-19.16704816,635.2218544,NA,0.2867,0,0.009,500,3.872916667,1.364657143,2000,-0.818123745,-7.035121672,6.216997927,-0.004677819
+"US_SRR",2014,146,146,21.782375,-20.72602188,620.3936953,NA,0.2867,0,0.009,500,4.042708333,1.3444,2000,-1.529076234,-7.779059115,6.249982881,-0.007069628
+"US_SRR",2014,147,147,18.88735417,-22.03526793,619.195459,NA,0.2867,0,0.009,500,4.202083333,1.324142857,2000,-3.540182841,-9.323352613,5.783169772,-0.000430391
+"US_SRR",2014,148,148,18.86420833,-10.41872449,599.9775583,NA,0.2867,0,0.009,500,4.358333333,1.303885714,2000,-1.784971017,-7.464588376,5.679617359,0.003736892
+"US_SRR",2014,149,149,19.81945833,-4.169755371,621.6485335,NA,0.2867,0,0.009,500,4.609375,1.283628571,2000,-1.439460003,-7.360187783,5.92072778,0.005242988
+"US_SRR",2014,150,150,15.5525,-1.475858502,593.1545112,NA,0.2867,0,0.009,500,4.607291667,1.263371429,2000,-3.129925324,-8.446643462,5.316718138,0.004276897
+"US_SRR",2014,151,151,17.32697917,-0.85878585,586.2048313,NA,0.2867,0,0.009,500,4.633333333,1.243114286,2000,-1.383142833,-6.88348516,5.500342327,0.003660793
+"US_SRR",2014,152,152,18.727625,-5.56991283,600.8098536,NA,0.2867,0,0.009,500,4.689583333,1.222857143,2000,-1.079710077,-6.852701781,5.772991704,0.003427021
+"US_SRR",2014,153,153,14.55066667,-10.46443358,635.416503,NA,0.2867,0,0.009,500,4.691666667,1.2026,2000,-1.910359142,-7.04467772,5.134318578,0.005642751
+"US_SRR",2014,154,154,16.7373125,-15.8928182,648.7898449,NA,0.2867,0,0.009,500,4.660416667,1.183665517,2000,-1.097109368,-6.48416792,5.387058551,0.006501562
+"US_SRR",2014,155,155,19.77525,-21.44530654,618.9648855,NA,0.2867,0,0.009,500,4.625,1.164731034,2000,-0.128445956,-6.051715589,5.923269633,0.003856141
+"US_SRR",2014,156,156,18.42441667,-26.41102603,625.5748404,NA,0.2867,0,0.009,500,4.676041667,1.145796552,2000,-0.968633023,-6.643238716,5.674605693,0.005275087
+"US_SRR",2014,157,157,17.58004167,-30.50158376,625.8209008,NA,0.2867,0,0.009,500,4.828125,1.126862069,2000,-1.171719364,-6.681329879,5.509610515,0.003712125
+"US_SRR",2014,158,158,18.95310417,-33.8842081,629.249271,NA,0.2867,0,0.009,500,4.994791667,1.107927586,2000,-0.779264138,-6.54241933,5.763155192,0.003608239
+"US_SRR",2014,159,159,25.879125,-37.41713527,620.4331161,NA,0.2867,0,0.009,500,5.113541667,1.088993103,2000,1.402812149,-5.438708845,6.841520994,0.000981018
+"US_SRR",2014,160,160,26.1881875,-39.88912517,636.5703716,NA,0.2867,0,0.009,500,5.45,1.070058621,2000,1.644928433,-5.469312262,7.114240695,0.001710195
+"US_SRR",2014,161,161,19.56227083,-41.94836507,667.2784399,NA,0.2867,0,0.009,500,6.054166667,1.051124138,2000,-1.800848463,-7.985447027,6.184598565,0.006571829
+"US_SRR",2014,162,162,17.0724375,-36.37134991,692.0250554,NA,0.2867,0,0.009,500,6.723958333,1.032189655,2000,-3.436797438,-8.896506864,5.459709426,0.007518586
+"US_SRR",2014,163,163,17.0170625,-3.963861786,705.0628799,NA,0.2867,0,0.009,500,7.129166667,1.013255172,2000,-2.794812178,-8.069481884,5.274669705,0.007558835
+"US_SRR",2014,164,164,19.76464583,0.038064917,632.5779357,NA,0.2867,0,0.009,500,7.294791667,0.99432069,2000,-2.019678276,-7.655865805,5.636187529,0.003823707
+"US_SRR",2014,165,165,20.91552083,1.477343677,550.8445613,NA,0.2867,0,0.009,500,7.347916667,0.975386207,2000,-1.848817513,-7.795310523,5.94649301,0.002288974
+"US_SRR",2014,166,166,18.00147917,2.398417219,619.0376721,NA,0.2867,0,0.009,500,7.491666667,0.956451724,2000,-2.46384757,-7.969083536,5.505235966,0.004372869
+"US_SRR",2014,167,167,16.6849375,1.92749202,643.0080083,NA,0.29753,0,0.009,500,7.528125,0.937517241,2000,-2.659275501,-7.88086519,5.221589689,0.005397988
+"US_SRR",2014,168,168,18.94022917,0.977229527,629.2918674,NA,0.301605,0,0.009,500,7.21875,0.918582759,2000,-1.856146306,-7.503426147,5.647279841,0.004104272
+"US_SRR",2014,169,169,21.9545625,-4.643214334,629.3417406,NA,0.30568,0,0.009,500,7.147916667,0.899648276,2000,-0.415910705,-6.690439098,6.274528392,0.003488856
+"US_SRR",2014,170,170,19.79208333,-8.915594905,625.4030179,NA,0.309755,0,0.009,500,7.046875,0.880713793,2000,-0.618932233,-6.622277064,6.003344831,0.004187874
+"US_SRR",2014,171,171,21.6835,-12.74304669,634.3407226,NA,0.31383,0,0.009,500,7.008333333,0.86177931,2000,0.064709777,-6.185017045,6.249726822,0.005022327
+"US_SRR",2014,172,172,19.08052083,-16.98487007,632.3516239,NA,0.317905,0,0.009,500,7.214583333,0.842844828,2000,-1.036685225,-6.803099682,5.766414456,0.005789722
+"US_SRR",2014,173,173,18.23102083,-21.95368076,637.5246329,NA,0.32198,0,0.009,500,7.527083333,0.823910345,2000,-1.215137326,-6.827644518,5.612507192,0.005610341
+"US_SRR",2014,174,174,19.84135417,-25.5855767,638.0403826,NA,0.326055,0,0.009,500,7.705208333,0.804975862,2000,-0.900049937,-6.83266083,5.932610894,0.003761891
+"US_SRR",2014,175,175,21.41889583,-9.857343953,637.3867167,NA,0.33013,0,0.009,500,8.067708333,0.786041379,2000,-1.97050553,-8.085105646,6.114600116,0.005712195
+"US_SRR",2014,176,176,18.70702083,-1.173884622,589.205203,NA,0.334205,0,0.009,500,8.342708333,0.767106897,2000,-3.442432823,-9.117007063,5.67457424,0.004803355
+"US_SRR",2014,177,177,18.7419375,-1.016436587,681.6035635,NA,0.33828,0,0.009,500,8.525,0.748172414,2000,-4.028788558,-9.637142066,5.608353508,0.005653884
+"US_SRR",2014,178,178,19.60039583,-0.986132781,658.4674943,NA,0.343100714,0,0.009,500,8.476041667,0.729237931,2000,-3.513289054,-9.275274847,5.761985793,0.00201246
+"US_SRR",2014,179,179,20.78585417,-0.282709484,636.9914187,NA,0.347921429,0,0.009,500,8.557291667,0.710303448,2000,-2.458592503,-8.548854434,6.090261931,0.006412552
+"US_SRR",2014,180,180,24.3143125,-2.481458379,615.0590714,NA,0.352742143,0,0.009,500,8.646875,0.691368966,2000,-1.136282763,-7.853933252,6.717650489,0.004458485
+"US_SRR",2014,181,181,25.18570833,-5.776313168,603.9582818,NA,0.357562857,0,0.009,500,8.748958333,0.672434483,2000,0.336078492,-6.827750734,7.163829226,0.001565312
+"US_SRR",2014,182,182,18.74658333,-7.365540025,669.8158913,NA,0.362383571,0,0.009,500,8.734375,0.6535,2000,-3.421206396,-9.501151816,6.07994542,0.005808183
+"US_SRR",2014,183,183,18.95475,-11.18762023,669.258461,NA,0.367204286,0,0.009,500,8.764583333,0.6650125,2000,-3.905521122,-9.881497044,5.975975922,0.005912421
+"US_SRR",2014,184,184,19.676,-15.35626854,655.8792509,NA,0.372025,0,0.009,500,8.742708333,0.676525,2000,-3.407269813,-9.469080206,6.061810393,0.005836964
+"US_SRR",2014,185,185,19.28502083,-20.12754705,639.8928605,NA,0.376845714,0,0.009,500,8.720833333,0.6880375,2000,-3.245796498,-9.210405301,5.964608803,0.00574493
+"US_SRR",2014,186,186,20.0334375,-25.51574619,613.4059401,NA,0.381666429,0,0.009,500,8.761458333,0.69955,2000,-2.593921414,-8.683498232,6.089576818,0.005377768
+"US_SRR",2014,187,187,22.01860417,-30.60962342,586.1975599,NA,0.386487143,0,0.009,500,8.833333333,0.7110625,2000,-0.410889931,-6.751596983,6.340707052,0.00467644
+"US_SRR",2014,188,188,20.41466667,-35.65312944,481.1271379,NA,0.391307857,0,0.009,500,8.995833333,0.722575,2000,-0.133442963,-6.192983969,6.059541006,0.002627295
+"US_SRR",2014,189,189,19.91260417,-38.91246087,646.7288331,NA,0.396128571,0,0.009,500,9.163541667,0.7340875,2000,-1.378151603,-7.199263306,5.821111703,0.007364656
+"US_SRR",2014,190,190,18.23229167,-35.05480663,652.593658,NA,0.400949286,0,0.009,500,9.516666667,0.7456,2000,-3.890507554,-9.335853462,5.445345907,0.011215498
+"US_SRR",2014,191,191,18.139,-5.051859638,662.8637968,NA,0.40577,0,0.009,500,9.769791667,0.7571125,2000,-3.427931501,-8.718351187,5.290419687,0.010554993
+"US_SRR",2014,192,192,18.7495,0.260174586,659.5333264,NA,0.407057857,0,0.009,500,9.648958333,0.768625,2000,-2.71733448,-8.029035274,5.311700793,0.008366303
+"US_SRR",2014,193,193,18.99575,2.192168907,660.1517485,NA,0.408345714,0,0.009,500,9.834375,0.7801375,2000,-2.731953526,-8.059305432,5.327351906,0.010659337
+"US_SRR",2014,194,194,21.507375,2.341812953,657.6549946,NA,0.409633571,0,0.009,500,9.86875,0.79165,2000,-1.969035871,-7.701881875,5.732846004,0.007356823
+"US_SRR",2014,195,195,23.92983333,1.842610958,633.6723624,NA,0.410921429,0,0.009,500,9.84375,0.8031625,2000,-0.877083503,-7.336703722,6.45962022,0.004410966
+"US_SRR",2014,196,196,21.62195833,1.146079497,652.4967557,NA,0.412209286,0,0.009,500,9.63125,0.814675,2000,-2.734484567,-8.865710694,6.131226127,0.009198071
+"US_SRR",2014,197,197,19.51045833,-0.607335206,552.4259457,NA,0.413497143,0,0.009,500,9.411458333,0.8261875,2000,-2.392201232,-8.150383506,5.758182274,0.007761134
+"US_SRR",2014,198,198,18.7845625,-5.073447299,676.6059798,NA,0.414785,0,0.009,500,9.3875,0.8377,2000,-2.146657182,-7.710669175,5.564011993,0.009446559
+"US_SRR",2014,199,199,19.21810417,-9.546501903,677.8176698,NA,0.416072857,0,0.009,500,9.327083333,0.8492125,2000,-1.640929806,-7.350669903,5.709740097,0.006728478
+"US_SRR",2014,200,200,19.77360417,-13.81102781,652.6812449,NA,0.417360714,0,0.009,500,9.333333333,0.860725,2000,-0.967595686,-6.79421671,5.826621024,0.006854268
+"US_SRR",2014,201,201,18.4659375,-17.49760236,386.4071541,NA,0.418648571,0,0.009,500,9.411458333,0.8722375,2000,0.062811444,-5.41035732,5.473168763,0.000497373
+"US_SRR",2014,202,202,19.80941667,-18.00334147,638.0272195,NA,0.419936429,0,0.009,500,9.436458333,0.88375,2000,-1.163551943,-6.730779045,5.567227102,0.00181328
+"US_SRR",2014,203,203,19.71060417,-10.17294948,590.7889864,NA,0.421224286,0,0.009,500,9.472916667,0.8952625,2000,-0.380925562,-6.069241683,5.688316121,0.005804126
+"US_SRR",2014,204,204,21.24129167,-11.2849674,658.0368683,NA,0.422512143,0,0.009,500,9.533333333,0.906775,2000,-1.207080363,-7.202216219,5.995135857,0.00598387
+"US_SRR",2014,205,205,24.3190625,-9.231859208,600.2075982,NA,0.4238,0,0.009,500,9.616666667,0.9182875,2000,-0.706711809,-7.300308443,6.593596634,0.004020941
+"US_SRR",2014,206,206,26.91977083,-7.914707827,596.9538742,NA,0.425234286,0,0.009,500,9.694791667,0.9298,2000,0.916677876,-6.115981879,7.032659756,0.002080628
+"US_SRR",2014,207,207,24.48141667,-6.775173235,620.3286446,NA,0.426668571,0,0.009,500,9.717708333,0.9413125,2000,0.152367086,-6.688910746,6.841277832,0.002199045
+"US_SRR",2014,208,208,23.6573125,-5.379931277,553.2895654,NA,0.428102857,0,0.009,500,9.648958333,0.952825,2000,0.524232804,-6.09997482,6.624207624,0.000935735
+"US_SRR",2014,209,209,20.68910417,-2.724750307,587.3922583,NA,0.429537143,0,0.009,500,9.563541667,0.9643375,2000,-0.950223429,-7.118058918,6.167835489,0.004608539
+"US_SRR",2014,210,210,22.669125,-5.977037876,612.5677164,NA,0.430971429,0,0.009,500,9.596875,0.97585,2000,0.469832752,-5.885108068,6.35494082,0.004712119
+"US_SRR",2014,211,211,22.2726875,-10.7652926,632.487211,NA,0.432405714,0,0.009,500,9.6125,0.9873625,2000,0.399351227,-6.075585452,6.474936679,0.004184924
+"US_SRR",2014,212,212,21.67354167,-15.71479601,620.6697215,NA,0.43384,0,0.009,500,9.625,0.998875,2000,1.014181048,-5.398606916,6.412787964,0.005546944
+"US_SRR",2014,213,213,23.23597917,-21.13421111,615.5680557,NA,0.435274286,0,0.009,500,9.647916667,1.0103875,2000,1.449785604,-5.112593998,6.562379602,0.005600596
+"US_SRR",2014,214,214,19.01766667,-26.56132885,627.6439599,NA,0.436708571,0,0.009,500,9.663541667,1.0219,2000,0.555049337,-5.393149206,5.948198543,0.005262493
+"US_SRR",2014,215,215,17.993125,-31.6635675,587.7297648,NA,0.438142857,0,0.009,500,9.707291667,1.0334125,2000,-0.264288474,-5.880069097,5.615780623,0.003741257
+"US_SRR",2014,216,216,18.325375,-36.74158336,564.5279824,NA,0.439577143,0,0.009,500,9.760416667,1.044925,2000,-0.599105454,-6.185592079,5.586486624,0.004174228
+"US_SRR",2014,217,217,19.24422917,-39.4586895,339.2789767,NA,0.441011429,0,0.009,500,9.764583333,1.0564375,2000,1.731689561,-3.842834287,5.574523849,0.00139383
+"US_SRR",2014,218,218,23.1959375,-37.18605608,604.3103732,NA,0.442445714,0,0.009,500,9.820833333,1.06795,2000,0.990784952,-5.063783132,6.054568085,0.00413996
+"US_SRR",2014,219,219,20.3664375,-11.7987132,597.6203247,NA,0.44388,0,0.009,500,9.833333333,1.0794625,2000,-1.03306179,-6.862382179,5.829320389,0.005181722
+"US_SRR",2014,220,220,20.55035417,0.066341713,596.0262116,NA,0.445548571,0,0.009,500,10.084375,1.090975,2000,-2.602611066,-8.281336231,5.678725164,0.005560975
+"US_SRR",2014,221,221,18.361625,0.951993247,600.5278989,NA,0.447217143,0,0.009,500,10.23125,1.1024875,2000,-2.848627574,-8.192759942,5.344132368,0.004330666
+"US_SRR",2014,222,222,18.3625,2.004974494,601.4082328,NA,0.448885714,0,0.009,500,10.15833333,1.114,2000,-2.829908469,-8.008665938,5.178757468,0.005220836
+"US_SRR",2014,223,223,20.23010417,2.086713689,607.0594198,NA,0.450554286,0,0.009,500,10.00729167,1.1255125,2000,-1.943002007,-7.384236473,5.441234467,0.0043722
+"US_SRR",2014,224,224,18.75820833,1.757071117,581.1757342,NA,0.452222857,0,0.009,500,9.833333333,1.137025,2000,-2.76323785,-8.085912691,5.322674841,0.00496243
+"US_SRR",2014,225,225,19.29866667,0.834274616,615.7209533,NA,0.453891429,0,0.009,500,9.635416667,1.1485375,2000,-1.368730601,-6.79620315,5.427472549,0.004410557
+"US_SRR",2014,226,226,20.01870833,-1.283748588,598.2380855,NA,0.45556,0,0.009,500,9.551041667,1.16005,2000,-0.377943527,-5.996023593,5.618080066,0.003457453
+"US_SRR",2014,227,227,20.8615625,-5.35626593,585.1743434,NA,0.457228571,0,0.009,500,9.494791667,1.1715625,2000,0.391157716,-5.353167832,5.744325548,0.001990774
+"US_SRR",2014,228,228,20.4935625,-9.290997238,575.3959078,NA,0.458897143,0,0.009,500,9.529166667,1.183075,2000,0.707109906,-4.992889232,5.699999137,0.002669252
+"US_SRR",2014,229,229,19.08872917,-13.70922121,545.1392514,NA,0.460565714,0,0.009,500,9.605208333,1.1945875,2000,0.451977618,-5.015439098,5.467416715,0.003651708
+"US_SRR",2014,230,230,18.05439583,-18.7916965,561.4749769,NA,0.462234286,0,0.009,500,9.790625,1.2061,2000,-0.081025885,-5.342072394,5.261046509,0.006010515
+"US_SRR",2014,231,231,18.09504167,-22.94098686,567.9385818,NA,0.463902857,0,0.009,500,9.93125,1.2176125,2000,-0.070644927,-5.258340347,5.18769542,0.004745399
+"US_SRR",2014,232,232,18.27064583,-24.15947351,477.5644038,NA,0.465571429,0,0.009,500,9.935416667,1.229125,2000,0.1773943,-4.895819539,5.07321384,0.003581997
+"US_SRR",2014,233,233,20.692,-18.34347382,552.3109219,NA,0.46724,0,0.009,500,9.944791667,1.2406375,2000,0.005448293,-5.287328604,5.292776897,0.004017264
+"US_SRR",2014,234,234,19.03435417,-22.12146654,551.2836543,NA,0.466867143,0,0.009,500,9.941666667,1.25215,2000,-0.199083179,-5.50244995,5.303366771,0.003703515
+"US_SRR",2014,235,235,19.60572917,-19.47474834,527.9008171,NA,0.466494286,0,0.009,500,10.00416667,1.2636625,2000,0.179477652,-5.095022879,5.274500531,0.002461085
+"US_SRR",2014,236,236,19.03229167,-9.656872621,542.4542411,NA,0.466121429,0,0.009,500,10.06875,1.275175,2000,-0.149588721,-5.284861553,5.135272832,0.006020362
+"US_SRR",2014,237,237,18.18283333,-11.04400654,523.3834793,NA,0.465748571,0,0.009,500,10.04479167,1.2866875,2000,-0.544248153,-5.505211621,4.960963468,0.004183935
+"US_SRR",2014,238,238,20.00333333,-18.78936544,559.3913369,NA,0.465375714,0,0.009,500,10.03854167,1.2982,2000,0.165045255,-4.899522692,5.064567947,0.003669334
+"US_SRR",2014,239,239,22.12202083,-23.62414006,553.7434412,NA,0.465002857,0,0.009,500,10.06145833,1.27957931,2000,1.021823339,-4.335181639,5.357004979,0.002974812
+"US_SRR",2014,240,240,21.20404167,-27.56160783,555.203558,NA,0.46463,0,0.009,500,10.00416667,1.260958621,2000,1.190609896,-4.20303964,5.393649536,0.005249279
+"US_SRR",2014,241,241,20.15097917,-32.50193901,475.7507858,NA,0.464257143,0,0.009,500,9.932291667,1.242337931,2000,1.065073244,-4.149025302,5.214098547,0.00360561
+"US_SRR",2014,242,242,23.43570833,-36.89203821,546.1779005,NA,0.463884286,0,0.009,500,9.890625,1.223717241,2000,1.62874783,-3.698721596,5.327469425,0.002723434
+"US_SRR",2014,243,243,22.62183333,-40.94681921,530.6911021,NA,0.463511429,0,0.009,500,9.957291667,1.205096552,2000,1.332830819,-4.044516913,5.377347732,0.002967806
+"US_SRR",2014,244,244,24.223,-43.97299377,506.9399189,NA,0.463138571,0,0.009,500,10.04479167,1.186475862,2000,1.79600939,-3.781349079,5.577358469,0.002735673
+"US_SRR",2014,245,245,19.22152083,-44.8572264,537.0293443,NA,0.462765714,0,0.009,500,10.065625,1.167855172,2000,0.622442783,-4.525095654,5.147538437,0.006124962
+"US_SRR",2014,246,246,19.29939583,-36.34717781,515.7181014,NA,0.462392857,0,0.009,500,10.18333333,1.149234483,2000,0.535705185,-4.47321082,5.008916004,0.004476783
+"US_SRR",2014,247,247,19.31060417,-7.712209484,497.928741,NA,0.46202,0,0.009,500,10.31458333,1.130613793,2000,-0.207822124,-5.075455575,4.86763345,0.004479041
+"US_SRR",2014,248,248,18.86472917,-1.380335635,511.1843695,NA,0.461896429,0,0.009,500,10.58541667,1.111993103,2000,-1.960334268,-6.596293661,4.635959393,0.003709579
+"US_SRR",2014,249,249,18.72914583,-0.121663505,502.476813,NA,0.461772857,0,0.009,500,10.66770833,1.093372414,2000,-1.564870956,-6.122784428,4.557913472,0.004164896
+"US_SRR",2014,250,250,18.30266667,-0.197372345,495.9198028,NA,0.461649286,0,0.009,500,10.51875,1.074751724,2000,-1.65973791,-6.149545906,4.489807996,0.003141109
+"US_SRR",2014,251,251,16.57533333,0.112202824,534.9219058,NA,0.461525714,0,0.009,500,10.21458333,1.056131034,2000,-2.187725075,-6.513688075,4.325963,0.00492274
+"US_SRR",2014,252,252,18.99560417,-0.356695365,476.4017128,NA,0.461402143,0,0.009,500,9.727083333,1.037510345,2000,-1.216778344,-5.615181834,4.39840349,0.002515262
+"US_SRR",2014,253,253,23.33004167,-3.346687784,479.2984398,NA,0.461278571,0,0.009,500,9.284375,1.018889655,2000,0.255511377,-4.48688981,4.742401187,0.001944181
+"US_SRR",2014,254,254,24.25277083,-7.316537047,466.8057195,NA,0.461155,0,0.009,500,9.005208333,1.000268966,2000,0.054621571,-4.85434656,4.908968131,0.001174907
+"US_SRR",2014,255,255,24.2725,-10.86471746,481.4523159,NA,0.461031429,0,0.009,500,8.869791667,0.981648276,2000,0.643650372,-4.320969265,4.964619637,0.00144864
+"US_SRR",2014,256,256,22.7316875,-13.99700602,478.5069275,NA,0.460907857,0,0.009,500,8.828125,0.963027586,2000,0.342317595,-4.538479991,4.880797586,0.002441337
+"US_SRR",2014,257,257,21.518875,-17.20915878,495.6561082,NA,0.460784286,0,0.009,500,8.870833333,0.944406897,2000,-0.304384859,-5.051564842,4.747179983,0.00246014
+"US_SRR",2014,258,258,20.20410417,-20.56497591,494.7200665,NA,0.460660714,0,0.009,500,8.891666667,0.925786207,2000,-0.367671111,-4.951270655,4.583599544,0.003629032
+"US_SRR",2014,259,259,21.03141667,-24.28008063,461.1127658,NA,0.460537143,0,0.009,500,8.577083333,0.907165517,2000,0.623992508,-3.942397385,4.566389893,0.003349763
+"US_SRR",2014,260,260,20.28789583,-27.99655359,510.6649315,NA,0.460413571,0,0.009,500,8.34375,0.888544828,2000,0.78975084,-3.776416843,4.566167684,0.004753154
+"US_SRR",2014,261,261,21.35854167,-31.36311387,498.933792,NA,0.46029,0,0.009,500,8.570833333,0.869924138,2000,1.278651751,-3.376311717,4.654963468,0.003420859
+"US_SRR",2014,262,262,20.6610625,-34.88975731,446.8077866,NA,0.461375,0,0.009,500,8.363541667,0.851303448,2000,1.223505608,-3.439981451,4.663487059,0.004483109
+"US_SRR",2014,263,263,19.7598125,-35.32237201,510.1637908,NA,0.46246,0,0.009,500,8.44375,0.832682759,2000,1.312573647,-3.247672158,4.560245804,0.004202836
+"US_SRR",2014,264,264,19.447875,-17.49760236,492.2288421,NA,0.463545,0,0.009,500,8.488541667,0.814062069,2000,1.070606122,-3.363733543,4.434339665,0.00619742
+"US_SRR",2014,265,265,20.1555,-18.00334147,450.8229663,NA,0.46463,0,0.009,500,8.50625,0.795441379,2000,1.301953383,-3.108606936,4.410560319,0.002873755
+"US_SRR",2014,266,266,20.4605625,-10.17294948,475.2639851,NA,0.465715,0,0.009,500,8.526041667,0.77682069,2000,1.832059927,-2.576140403,4.40820033,0.00353611
+"US_SRR",2014,267,267,20.89554167,-11.2849674,471.8786945,NA,0.4668,0,0.009,500,8.428125,0.7582,2000,1.953333983,-2.538045337,4.49137932,0.003644156
+"US_SRR",2014,268,268,18.19064583,-9.231859208,450.8103363,NA,0.467885,0,0.009,500,8.345833333,0.749694118,2000,2.407920823,-1.989713423,4.397634246,0.002108256
+"US_SRR",2014,269,269,16.47860417,-7.914707827,393.3557263,NA,0.46897,0,0.009,500,8.167708333,0.741188235,2000,1.272421874,-2.941978966,4.21440084,0.002621336
+"US_SRR",2014,270,270,18.04304167,-6.775173235,476.7545485,NA,0.470055,0,0.009,500,8.002083333,0.732682353,2000,1.579297852,-2.67948796,4.258785812,0.003189411
+"US_SRR",2014,271,271,18.01302083,-5.379931277,301.1854358,NA,0.47114,0,0.009,500,7.967708333,0.724176471,2000,1.368672712,-2.84807332,4.216746032,0.001866888
+"US_SRR",2014,272,272,17.5420625,-2.724750307,466.8435968,NA,0.472225,0,0.009,500,7.923958333,0.715670588,2000,0.7156787,-3.467351969,4.183030668,0.003017432
+"US_SRR",2014,273,273,19.3119375,-5.977037876,442.2054805,NA,0.47331,0,0.009,500,7.911458333,0.707164706,2000,0.629604813,-3.58193179,4.211536603,0.002736213
+"US_SRR",2014,274,274,21.57122917,-10.7652926,432.2216459,NA,0.474395,0,0.009,500,7.870833333,0.698658824,2000,0.831742186,-3.440910053,4.27265224,0.003439987
+"US_SRR",2014,275,275,20.58678958,-15.71479601,443.4720389,NA,0.47548,0,0.009,500,7.986458333,0.690152941,2000,0.766494052,-3.442543497,4.209037549,0.003394304
+"US_SRR",2014,276,276,22.64058333,-21.13421111,432.0233498,NA,0.475537857,0,0.009,500,7.967708333,0.681647059,2000,1.120596542,-3.197301669,4.317898211,0.002821397
+"US_SRR",2014,277,277,23.68152083,-26.56132885,421.2147061,NA,0.475595714,0,0.009,500,8.011458333,0.673141176,2000,1.090546943,-3.268028067,4.35857501,0.00268999
+"US_SRR",2014,278,278,24.02629167,-31.6635675,420.917308,NA,0.475653571,0,0.009,500,8.054166667,0.664635294,2000,1.267127017,-3.132100119,4.399227136,0.002605314
+"US_SRR",2014,279,279,23.4283125,-36.74158336,395.9474035,NA,0.475711429,0,0.009,500,8.1875,0.656129412,2000,1.278818861,-3.087158457,4.365977317,0.002703757
+"US_SRR",2014,280,280,21.21595833,-39.4586895,376.4645133,NA,0.475769286,0,0.009,500,8.320833333,0.647623529,2000,1.296126566,-2.916684483,4.212811049,0.000413973
+"US_SRR",2014,281,281,22.51847917,-37.18605608,376.0015034,NA,0.475827143,0,0.009,500,8.460416667,0.639117647,2000,0.796815146,-3.443043979,4.239859124,0.001113636
+"US_SRR",2014,282,282,18.74754167,-11.7987132,381.6045079,NA,0.475885,0,0.009,500,8.822916667,0.630611765,2000,-0.372435254,-4.370320704,3.99788545,0.001436973
+"US_SRR",2014,283,283,17.3509375,0.066341713,385.0819498,NA,0.475942857,0,0.009,500,8.978125,0.622105882,2000,-0.129195935,-4.019389731,3.890193796,0.003420565
+"US_SRR",2014,284,284,19.54414583,0.951993247,378.9792878,NA,0.476000714,0,0.009,500,9.054166667,0.6136,2000,0.528099084,-3.448081584,3.976180668,0.001911584
+"US_SRR",2014,285,285,22.2303125,2.004974494,379.3064983,NA,0.476058571,0,0.009,500,9.158333333,0.605094118,2000,1.14094596,-2.956057078,4.097003038,0.002981281
+"US_SRR",2014,286,286,20.21045833,2.086713689,373.894927,NA,0.476116429,0,0.009,500,9.258333333,0.596588235,2000,0.715564051,-3.203748617,3.919312668,0.002441166
+"US_SRR",2014,287,287,17.44964583,1.757071117,294.0780243,NA,0.476174286,0,0.009,500,9.502083333,0.588082353,2000,0.010506405,-3.745729395,3.756235801,0.002706905
+"US_SRR",2014,288,288,17.04552083,0.834274616,299.350787,NA,0.476232143,0,0.009,500,9.428125,0.579576471,2000,2.217984906,-1.52386327,3.741848176,0.00333766
+"US_SRR",2014,289,289,16.508625,-1.283748588,352.2048146,NA,0.47629,0,0.009,500,9.5,0.571070588,2000,1.041009474,-2.710015454,3.751024927,0.002159942
+"US_SRR",2014,290,290,16.6284375,-5.35626593,344.0247093,NA,0.477083571,0,0.009,500,9.598958333,0.562564706,2000,1.041628546,-2.737008879,3.778637426,0.003084383
+"US_SRR",2014,291,291,18.52108333,-9.290997238,418.9218717,NA,0.477877143,0,0.009,500,9.65,0.554058824,2000,0.706840019,-3.084704702,3.791544721,0.003354497
+"US_SRR",2014,292,292,18.89402083,-13.70922121,396.1219234,NA,0.478670714,0,0.009,500,9.745833333,0.545552941,2000,1.366748258,-2.411969853,3.778718111,0.003302079
+"US_SRR",2014,293,293,17.40525,-18.7916965,267.1789436,NA,0.479464286,0,0.009,500,9.808333333,0.537047059,2000,1.567133025,-2.129500053,3.696633077,0.001739366
+"US_SRR",2014,294,294,15.439375,-22.94098686,377.87371,NA,0.480257857,0,0.009,500,9.84375,0.528541176,2000,0.580082562,-3.111910259,3.691992821,0.002588635
+"US_SRR",2014,295,295,16.84616667,-24.15947351,374.5327403,NA,0.481051429,0,0.009,500,9.869791667,0.520035294,2000,1.210896957,-2.502015949,3.712912906,0.00376263
+"US_SRR",2014,296,296,18.09345833,-18.34347382,294.6189569,NA,0.481845,0,0.009,500,9.882291667,0.511529412,2000,1.298388422,-2.420949258,3.719337681,0.002737431
+"US_SRR",2014,297,297,16.47797917,-22.12146654,373.6985798,NA,0.482638571,0,0.009,500,9.894791667,0.503023529,2000,0.872583157,-2.792397276,3.664980433,0.004437616
+"US_SRR",2014,298,298,17.38147917,-19.47474834,304.3938546,NA,0.483432143,0,0.009,500,10.06145833,0.494517647,2000,1.47431736,-2.093751457,3.568068816,0.00349807
+"US_SRR",2014,299,299,15.09827917,-9.656872621,362.1045942,NA,0.484225714,0,0.009,500,9.811458333,0.486011765,2000,0.642036483,-2.932275027,3.57431151,0.003273759
+"US_SRR",2014,300,300,14.54125,-11.04400654,328.8868507,NA,0.485019286,0,0.009,500,9.45,0.477505882,2000,0.821332635,-2.767591981,3.588924616,0.00300079
+"US_SRR",2014,301,301,15.694975,-18.78936544,356.942593,NA,0.485812857,0,0.009,500,9.238541667,0.469,2000,0.752709366,-2.858375574,3.61108494,0.003898334
+"US_SRR",2014,302,302,17.59692708,-23.62414006,360.6322847,NA,0.486606429,0,0.009,500,9.1625,0.469953333,2000,1.092006785,-2.544901181,3.636907967,0.003673766
+"US_SRR",2014,303,303,17.035375,-27.56160783,269.289352,NA,0.4874,0,0.009,500,9.258333333,0.470906667,2000,1.528156621,-2.047624382,3.575781003,0.002397386
+"US_SRR",2014,304,304,14.6765625,-32.50193901,163.7122406,NA,0.487161429,0,0.009,500,9.180208333,0.47186,2000,2.648740951,-0.845044047,3.493784998,0.001964143
+"US_SRR",2014,305,305,13.43651667,-36.89203821,330.9180248,NA,0.486922857,0,0.009,500,9.059375,0.472813333,2000,1.84972217,-1.576576804,3.426298974,0.002595611
+"US_SRR",2014,306,306,13.11798958,-40.94681921,345.8689629,NA,0.486684286,0,0.009,500,9.054166667,0.473766667,2000,0.941866673,-2.453183238,3.395049911,0.003183878
+"US_SRR",2014,307,307,13.49049375,-43.97299377,316.0420287,NA,0.486445714,0,0.009,500,9.111458333,0.47472,2000,1.113446705,-2.261571319,3.375018023,0.003227321
+"US_SRR",2014,308,308,13.47896875,-44.8572264,332.9005448,NA,0.486207143,0,0.009,500,9.116666667,0.475673333,2000,1.02797891,-2.312041059,3.340019969,0.003188492
+"US_SRR",2014,309,309,14.74511042,-36.34717781,357.8230512,NA,0.485968571,0,0.009,500,9.076041667,0.476626667,2000,1.14907099,-2.231022636,3.380093626,0.00332526
+"US_SRR",2014,310,310,16.06776458,-7.712209484,294.9247203,NA,0.48573,0,0.009,500,9.071875,0.47758,2000,1.317154577,-2.102421745,3.419576323,0.003281937
+"US_SRR",2014,311,311,16.33158333,-1.380335635,345.6607095,NA,0.485491429,0,0.009,500,9.108333333,0.478533333,2000,1.346318515,-2.072395273,3.418713789,0.003393703
+"US_SRR",2014,312,312,17.02627083,-0.121663505,333.5689971,NA,0.485014286,0,0.009,500,9.135416667,0.479486667,2000,1.492439632,-1.96982947,3.462269101,0.003319361
+"US_SRR",2014,313,313,16.19022708,-0.197372345,344.1762159,NA,0.484775714,0,0.009,500,9.178125,0.48044,2000,1.630329341,-1.783066915,3.413396256,0.003117124
+"US_SRR",2014,314,314,16.11465625,0.112202824,315.5152724,NA,0.484537143,0,0.009,500,9.251041667,0.481393333,2000,1.327153453,-2.058729993,3.385883446,0.004929644
+"US_SRR",2014,315,315,14.31041667,-0.356695365,195.7409668,NA,0.484298571,0,0.009,500,9.295833333,0.482346667,2000,1.648374413,-1.624774587,3.273149,0.002885095
+"US_SRR",2014,316,316,14.25952083,-3.346687784,304.6061922,NA,0.48406,0,0.009,500,9.347916667,0.4833,2000,1.513909879,-1.736544512,3.250454391,0.003117643
+"US_SRR",2014,317,317,14.11258333,-7.316537047,207.0076842,NA,0.483881429,0,0.009,500,9.433333333,0.486877778,2000,2.324413804,-0.934799086,3.25921289,0.002180725
+"US_SRR",2014,318,318,14.31370833,-10.86471746,323.8151657,NA,0.483702857,0,0.009,500,9.426041667,0.490455556,2000,2.199518299,-1.040135451,3.239653751,0.00256205
+"US_SRR",2014,319,319,12.88918542,-13.99700602,294.1735143,NA,0.483524286,0,0.009,500,9.419791667,0.494033333,2000,1.519205595,-1.606580485,3.12578608,0.002657472
+"US_SRR",2014,320,320,11.9435,-17.20915878,232.5347217,NA,0.483345714,0,0.009,500,9.389583333,0.497611111,2000,1.563434123,-1.45790322,3.021337343,0.00287815
+"US_SRR",2014,321,321,10.208075,-20.56497591,271.1702326,NA,0.483167143,0,0.009,500,9.38125,0.501188889,2000,1.101331584,-1.699241519,2.800573102,0.002529002
+"US_SRR",2014,322,322,11.3218,-24.28008063,208.9317623,NA,0.482988571,0,0.009,500,9.367708333,0.504766667,2000,1.368578521,-1.373553739,2.74213226,0.002443159
+"US_SRR",2014,323,323,10.44854375,-27.99655359,237.0969321,NA,0.48281,0,0.009,500,9.4,0.508344444,2000,1.800247596,-0.800342298,2.600589893,0.001364944
+"US_SRR",2014,324,324,11.368875,-31.36311387,181.888792,NA,0.482631429,0,0.009,500,9.376041667,0.511922222,2000,2.071517793,-0.601343718,2.672861511,0.001288181
+"US_SRR",2014,325,325,11.15598542,-34.88975731,280.5094236,NA,0.482452857,0,0.009,500,9.3375,0.5155,2000,1.683636795,-0.938055055,2.62169185,0.0016942
+"US_SRR",2014,326,326,14.40899583,-35.32237201,275.3050065,NA,0.482274286,0,0.009,500,9.211458333,0.519077778,2000,2.045840305,-0.910845075,2.95668538,0.003108099
+"US_SRR",2014,327,327,11.77824375,1.757071117,260.3800626,NA,0.482095714,0,0.009,500,8.958333333,0.522655556,2000,1.277061238,-1.3854207,2.662481938,0.002792429
+"US_SRR",2014,328,328,10.36616667,0.834274616,326.5148728,NA,0.481917143,0,0.009,500,8.948958333,0.526233333,2000,1.085810294,-1.418823404,2.504633699,0.002325302
+"US_SRR",2014,329,329,10.94116458,-1.283748588,265.8548952,NA,0.481738571,0,0.009,500,8.922916667,0.529811111,2000,1.176010626,-1.35867219,2.534682817,0.002374614
+"US_SRR",2014,330,330,11.56429583,-5.35626593,292.2152027,NA,0.48156,0,0.009,500,8.910416667,0.533388889,2000,1.236728581,-1.353964811,2.590693392,0.002493358
+"US_SRR",2014,331,331,11.446675,-9.290997238,288.2335201,NA,0.481487857,0,0.009,500,8.904166667,0.536966667,2000,1.289795049,-1.286727232,2.576522282,0.00230655
+"US_SRR",2014,332,332,12.04501667,-13.70922121,330.818495,NA,0.481415714,0,0.009,500,8.877083333,0.540544444,2000,1.462757118,-1.180396738,2.643153856,0.001998499
+"US_SRR",2014,333,333,13.43875,-18.7916965,229.6312883,NA,0.481343571,0,0.009,500,8.86875,0.544122222,2000,2.001662174,-0.798253871,2.799916045,0.002143788
+"US_SRR",2014,334,334,11.9543125,-22.94098686,219.1379617,NA,0.481271429,0,0.009,500,8.740625,0.5477,2000,2.047553436,-0.560539224,2.60809266,0.001595691
+"US_SRR",2014,335,335,13.42395833,-24.15947351,266.0112386,NA,0.481199286,0,0.009,500,8.652083333,0.551277778,2000,1.735673206,-1.025560726,2.761233932,0.002424134
+"US_SRR",2014,336,336,12.63741667,-18.34347382,102.2745189,NA,0.481127143,0,0.009,500,8.221875,0.554855556,2000,2.242133909,-0.409941387,2.652075296,0.00155091
+"US_SRR",2014,337,337,14.790625,-22.12146654,152.3535557,NA,0.481055,0,0.009,500,7.534375,0.558433333,2000,2.101460134,-0.743668392,2.845128526,0.002377707
+"US_SRR",2014,338,338,14.84783333,-19.47474834,181.8413077,NA,0.480982857,0,0.009,500,6.482291667,0.562011111,2000,2.142601577,-0.721712933,2.86431451,0.002218325
+"US_SRR",2014,339,339,13.92554167,-9.656872621,235.8210915,NA,0.480910714,0,0.009,500,6.2875,0.565588889,2000,2.183000153,-0.585635204,2.768635357,0.001972833
+"US_SRR",2014,340,340,15.22491667,-11.04400654,312.4621761,NA,0.480838571,0,0.009,500,6.352083333,0.569166667,2000,1.924070375,-0.965343081,2.889413456,0.002803328
+"US_SRR",2014,341,341,13.53370833,-18.78936544,202.8573495,NA,0.480766429,0,0.009,500,6.283333333,0.572744444,2000,2.029912157,-0.697807975,2.727720133,0.002060412
+"US_SRR",2014,342,342,12.80979167,-23.62414006,229.6579942,NA,0.480694286,0,0.009,500,6.3375,0.576322222,2000,2.13463521,-0.524495659,2.659130869,0.001668109
+"US_SRR",2014,343,343,13.10154167,-27.56160783,216.3958976,NA,0.480622143,0,0.009,500,6.422916667,0.5799,2000,2.291067705,-0.407356736,2.698424441,0.001595424
+"US_SRR",2014,344,344,12.25410417,-32.50193901,198.950039,NA,0.48055,0,0.009,500,6.64375,0.603403333,2000,2.276781128,-0.34260984,2.619390969,0.001256965
+"US_SRR",2014,345,345,12.68807708,-36.89203821,165.0050061,NA,0.477471429,0,0.009,500,6.372916667,0.626906667,2000,2.463765265,-0.108340786,2.572106051,0.001247592
+"US_SRR",2014,346,346,9.8062375,-40.94681921,201.9204245,NA,0.474392857,0,0.009,500,2.765625,0.65041,2000,1.864442373,-0.354202335,2.218644708,0.000838751
+"US_SRR",2014,347,347,8.29436875,-43.97299377,296.6075454,NA,0.471314286,0,0.009,500,1.935416667,0.673913333,2000,1.409202316,-0.612797541,2.021999856,0.001154256
+"US_SRR",2014,348,348,8.92723125,-44.8572264,216.4361108,NA,0.468235714,0,0.009,500,2.234375,0.697416667,2000,1.744078339,-0.315719746,2.059798085,0.000669382
+"US_SRR",2014,349,349,9.420645833,-36.34717781,182.8203798,NA,0.465157143,0,0.009,500,2.052083333,0.72092,2000,1.856914812,-0.200930693,2.057845506,0.000568054
+"US_SRR",2014,350,350,10.22118542,-7.712209484,260.0627895,NA,0.462078571,0,0.009,500,1.805208333,0.744423333,2000,1.641196489,-0.445709088,2.086905577,0.001135387
+"US_SRR",2014,351,351,10.88508333,-1.380335635,275.9702416,NA,0.459,0,0.009,500,1.657291667,0.767926667,2000,1.51730816,-0.664152931,2.181461091,0.000839485
+"US_SRR",2014,352,352,10.84165417,-0.121663505,226.6489919,NA,0.455921429,0,0.009,500,1.801041667,0.79143,2000,1.749176051,-0.408268278,2.157444329,0.001156022
+"US_SRR",2014,353,353,10.9211625,-0.197372345,168.883907,NA,0.452842857,0,0.009,500,2.172916667,0.814933333,2000,2.013241056,-0.116207077,2.129448133,0.000847327
+"US_SRR",2014,354,354,12.29583333,0.112202824,131.2141363,NA,0.449764286,0,0.009,500,1.855208333,0.838436667,2000,1.937962302,-0.378403214,2.316365516,0.001366363
+"US_SRR",2014,355,355,15.10633333,-0.356695365,234.7102044,NA,0.446685714,0,0.009,500,2.096875,0.86194,2000,2.013534083,-0.661437171,2.674971254,0.002217176
+"US_SRR",2014,356,356,13.63167083,-3.346687784,252.9954419,NA,0.443607143,0,0.009,500,2.246875,0.885443333,2000,2.132146451,-0.414337181,2.546483632,0.001638933
+"US_SRR",2014,357,357,9.926245833,-7.316537047,190.3903145,NA,0.440528571,0,0.009,500,2.388541667,0.908946667,2000,1.708478534,-0.368076421,2.076554955,0.000783693
+"US_SRR",2014,358,358,10.58333333,-10.86471746,128.0525223,NA,0.43745,0,0.009,500,2.466666667,0.93245,2000,1.557133081,-0.561698451,2.118831532,0.003838655
+"US_SRR",2014,359,359,9.919791667,-13.99700602,190.850856,NA,0.435583571,0,0.009,500,2.26875,0.955953333,2000,1.146294827,-0.865938952,2.012233778,0.001748753
+"US_SRR",2014,360,360,8.075,-17.20915878,189.1150679,NA,0.433717143,0,0.009,500,2.335416667,0.979456667,2000,1.017548968,-0.793355878,1.810904846,0.001229619
+"US_SRR",2014,361,361,5.267708333,-20.56497591,191.71875,NA,0.431850714,0,0.009,500,2.307291667,1.00296,2000,1.051236091,-0.539689945,1.590926036,0.000327682
+"US_SRR",2014,362,362,7.0125,-24.28008063,210.3784721,NA,0.429984286,0,0.009,500,2.221875,1.026463333,2000,0.983911196,-0.711594878,1.695506074,0.000762181
+"US_SRR",2014,363,363,6.572916667,-27.99655359,162.1483599,NA,0.428117857,0,0.009,500,2.198958333,1.049966667,2000,1.120435451,-0.512024789,1.63246024,-0.000455244
+"US_SRR",2014,364,364,6.270833333,-31.36311387,153.6553967,NA,0.426251429,0,0.009,500,2.241666667,1.07347,2000,0.854777063,-0.733374856,1.588151919,0.0000432
+"US_SRR",2014,365,365,5.990625,-34.88975731,190.2309317,NA,0.424385,0,0.009,500,2.290625,1.096973333,2000,0.788900691,-0.767496395,1.556397086,-0.001441836
+"US_SRR",2015,1,366,2.716666667,0.480358594,220.3592537,NA,0.422518571,0,0.009,500,2.394791667,1.120476667,2000,0.718169271,-0.701567584,1.419736855,-0.001920182
+"US_SRR",2015,2,367,3.40625,0.338771915,216.9496699,NA,0.420652143,0,0.009,500,2.486458333,1.14398,2000,0.705572847,-0.724911684,1.430484531,-0.001989552
+"US_SRR",2015,3,368,3.940625,0.412859147,217.2596321,NA,0.418785714,0,0.009,500,2.528125,1.167483333,2000,0.709451021,-0.749919336,1.459370357,-0.002055056
+"US_SRR",2015,4,369,5.455208333,-0.031562891,199.2198343,NA,0.416919286,0,0.009,500,2.458333333,1.190986667,2000,0.808811855,-0.702613429,1.511425284,-0.00173876
+"US_SRR",2015,5,370,5.94375,-2.090397391,214.3459878,NA,0.415052857,0,0.009,500,2.329166667,1.21449,2000,0.785758628,-0.769300023,1.555058651,-0.00142201
+"US_SRR",2015,6,371,7.672916667,-4.884327225,223.7688375,NA,0.413186429,0,0.009,500,2.221875,1.237993333,2000,0.791363753,-0.898829497,1.69019325,-0.000709222
+"US_SRR",2015,7,372,8.430227083,-8.066632259,219.2170125,NA,0.41132,0,0.009,500,2.167708333,1.261496667,2000,0.889821623,-0.922086689,1.811908311,-0.000427178
+"US_SRR",2015,8,373,9.661458333,-2.563197575,246.2182903,NA,0.410267857,0,0.009,500,2.1125,1.285,2000,1.060775199,-0.764077656,1.824852855,0.0000124
+"US_SRR",2015,9,374,10.55315208,-0.130481001,228.944286,NA,0.409215714,0,0.009,500,2.155208333,1.274803704,2000,1.232324678,-0.675530912,1.90785559,0.0000135
+"US_SRR",2015,10,375,10.87643125,-3.865045028,254.792235,NA,0.408163571,0,0.009,500,2.032291667,1.264607407,2000,1.107033044,-0.850111535,1.957144578,0.000474047
+"US_SRR",2015,11,376,10.4990125,-7.284256906,284.54561,NA,0.407111429,0,0.009,500,2.021875,1.254411111,2000,1.016769904,-0.908243579,1.925013483,0.000287505
+"US_SRR",2015,12,377,10.87797083,-9.720064672,301.3277263,NA,0.406059286,0,0.009,500,2.032291667,1.244214815,2000,1.093188334,-0.871853723,1.965042057,0.000765581
+"US_SRR",2015,13,378,10.45004167,-11.32449411,272.5409725,NA,0.405007143,0,0.009,500,2.1625,1.234018519,2000,1.035219987,-0.890911028,1.926131015,0.000680367
+"US_SRR",2015,14,379,8.092210417,-12.35852281,251.3199357,NA,0.403955,0,0.009,500,2.130208333,1.223822222,2000,1.162622184,-0.565795668,1.728417852,-0.000340133
+"US_SRR",2015,15,380,7.440545833,-11.92205678,280.1106437,NA,0.402902857,0,0.009,500,2.128125,1.213625926,2000,1.155943731,-0.49231643,1.648260161,-0.000424995
+"US_SRR",2015,16,381,8.836158333,-10.23786449,257.20405,NA,0.401850714,0,0.009,500,2.102083333,1.20342963,2000,1.367840093,-0.387928651,1.755768744,-0.000451341
+"US_SRR",2015,17,382,9.71848125,-10.99089886,250.3001181,NA,0.400798571,0,0.009,500,2.133333333,1.193233333,2000,1.43771116,-0.405084398,1.842795558,-0.000303435
+"US_SRR",2015,18,383,10.60616667,-9.780114856,248.7302669,NA,0.399746429,0,0.009,500,2.216666667,1.183037037,2000,1.577183953,-0.349254931,1.926438884,-0.000170111
+"US_SRR",2015,19,384,11.28786458,-10.09612578,290.0837635,NA,0.398694286,0,0.009,500,2.369791667,1.172840741,2000,1.377138059,-0.678868994,2.056007052,0.000387763
+"US_SRR",2015,20,385,9.8490625,-12.81090086,320.2271746,NA,0.397642143,0,0.009,500,2.602083333,1.162644444,2000,1.086215116,-0.844390048,1.930605165,0.000481292
+"US_SRR",2015,21,386,8.3674375,-14.54951839,279.4421168,NA,0.39659,0,0.009,500,2.709375,1.152448148,2000,1.061033134,-0.727576912,1.788610046,-0.0000705
+"US_SRR",2015,22,387,7.5225625,-9.267078514,242.0167833,NA,0.394058571,0,0.009,500,2.819791667,1.142251852,2000,1.12387618,-0.567095463,1.690971643,-0.000816604
+"US_SRR",2015,23,388,6.815985417,-10.18227373,313.8145188,NA,0.391527143,0,0.009,500,2.866666667,1.132055556,2000,0.931943649,-0.751957394,1.683901043,-0.000606985
+"US_SRR",2015,24,389,7.735739583,-10.41147793,313.6208665,NA,0.388995714,0,0.009,500,2.889583333,1.121859259,2000,1.038346622,-0.671714727,1.710061349,-0.000314741
+"US_SRR",2015,25,390,7.647070833,-8.711221578,278.2609756,NA,0.386464286,0,0.009,500,2.927083333,1.111662963,2000,1.121286744,-0.588934275,1.71022102,-0.000567099
+"US_SRR",2015,26,391,8.790139583,-10.75926225,311.2356172,NA,0.383932857,0,0.009,500,2.917708333,1.101466667,2000,1.073666945,-0.722651342,1.796318287,-0.000012
+"US_SRR",2015,27,392,11.89369375,-12.09860939,226.7299272,NA,0.381401429,0,0.009,500,2.934375,1.09127037,2000,1.287248683,-0.784017738,2.071266421,0.000450306
+"US_SRR",2015,28,393,12.07267083,-12.35391136,330.6384812,NA,0.37887,0,0.009,500,2.9625,1.081074074,2000,1.085166177,-1.022899224,2.108065401,0.000969149
+"US_SRR",2015,29,394,11.99167917,-7.048667618,279.367856,NA,0.376338571,0,0.009,500,3.008333333,1.070877778,2000,1.075359253,-1.017211497,2.092570749,0.001032377
+"US_SRR",2015,30,395,12.99619792,-0.681878514,286.34616,NA,0.373807143,0,0.009,500,3.084375,1.060681481,2000,1.085595925,-1.13939595,2.224991875,0.000809193
+"US_SRR",2015,31,396,16.10416667,0.297218201,258.0802191,NA,0.371275714,0,0.009,500,3.160416667,1.050485185,2000,1.157122497,-1.358820223,2.51594272,0.000170782
+"US_SRR",2015,32,397,9.64806875,-0.361205463,273.9859858,NA,0.368744286,0,0.009,500,3.251041667,1.040288889,2000,1.070441735,-0.823465032,1.893906767,0.000103339
+"US_SRR",2015,33,398,11.84200833,-2.332625138,320.2990786,NA,0.366212857,0,0.009,500,3.31875,1.030092593,2000,1.15682195,-0.956957535,2.113779485,0.000754633
+"US_SRR",2015,34,399,12.3728875,-5.846853131,319.219374,NA,0.363681429,0,0.009,500,3.390625,1.019896296,2000,1.178227735,-1.004237026,2.182464761,0.001042083
+"US_SRR",2015,35,400,12.71874167,-8.691356875,229.3167548,NA,0.36115,0,0.009,500,3.41875,1.0097,2000,1.220911088,-1.002969688,2.223880776,0.000962316
+"US_SRR",2015,36,401,12.56082917,-10.73483677,206.7779463,NA,0.359076429,0,0.009,500,3.358333333,1.02235,2000,1.413459402,-0.788480338,2.20193974,0.000879452
+"US_SRR",2015,37,402,15.18375,-12.36115792,171.7618244,NA,0.357002857,0,0.009,500,3.404166667,1.035,2000,2.154955873,-0.357070311,2.512026184,0.000687324
+"US_SRR",2015,38,403,16.05264583,-13.86793613,286.796851,NA,0.354929286,0,0.009,500,3.228125,1.04765,2000,1.571452572,-1.113452975,2.684905547,0.001712536
+"US_SRR",2015,39,404,14.7021875,-15.04583189,181.3104024,NA,0.352855714,0,0.009,500,3.111458333,1.0603,2000,2.11304688,-0.461438579,2.574485459,0.000582792
+"US_SRR",2015,40,405,14.79470417,-15.93928742,257.8957275,NA,0.350782143,0,0.009,500,2.917708333,1.07295,2000,1.105334778,-1.489042956,2.594377734,0.000693963
+"US_SRR",2015,41,406,11.68645417,-16.53538051,328.1377134,NA,0.348708571,0,0.009,500,2.809375,1.0856,2000,0.829414313,-1.430920094,2.260334407,0.001130157
+"US_SRR",2015,42,407,11.31401458,-17.1705949,364.0745954,NA,0.346635,0,0.009,500,2.901041667,1.09825,2000,0.849741895,-1.37725069,2.226992585,0.000999675
+"US_SRR",2015,43,408,12.8621,-17.49086255,383.1645053,NA,0.344561429,0,0.009,500,2.996875,1.1109,2000,0.772845396,-1.671696038,2.444541434,0.001349306
+"US_SRR",2015,44,409,13.198725,-18.49154693,385.4616629,NA,0.342487857,0,0.009,500,3.173958333,1.12355,2000,0.71935418,-1.806253611,2.525607791,0.001212908
+"US_SRR",2015,45,410,14.47574167,-18.63744101,357.5882185,NA,0.340414286,0,0.009,500,3.254166667,1.1362,2000,0.843841825,-1.852436185,2.69627801,0.001502519
+"US_SRR",2015,46,411,13.69391667,-19.34821222,389.0628688,NA,0.338340714,0,0.009,500,3.105208333,1.14885,2000,0.814411744,-1.832953869,2.647365613,0.001180497
+"US_SRR",2015,47,412,14.4686625,-20.36328837,355.1142805,NA,0.336267143,0,0.009,500,2.9875,1.1615,2000,0.636608343,-2.159488318,2.796096661,0.002191905
+"US_SRR",2015,48,413,12.29158333,-21.08931283,333.6469408,NA,0.334193571,0,0.009,500,2.941666667,1.17415,2000,0.42785156,-2.089189546,2.517041106,-0.008321352
+"US_SRR",2015,49,414,13.15617708,-21.48503594,318.9553707,NA,0.33212,0,0.009,500,2.76875,1.1868,2000,0.485608173,-2.087745396,2.57335357,-0.000638289
+"US_SRR",2015,50,415,11.85910417,-22.38604208,265.7671921,NA,0.328875714,0,0.009,500,2.5625,1.19945,2000,1.317227,-1.089280093,2.406507093,-0.000191859
+"US_SRR",2015,51,416,13.61026667,-23.5257287,392.423169,NA,0.325631429,0,0.009,500,2.310416667,1.2121,2000,0.679673521,-1.981304552,2.660978074,0.00161311
+"US_SRR",2015,52,417,11.82967917,-24.35462394,396.6065219,NA,0.322387143,0,0.009,500,2.180208333,1.22475,2000,0.570207846,-1.924365935,2.494573781,0.00106498
+"US_SRR",2015,53,418,13.09509792,-24.82575184,352.762343,NA,0.319142857,0,0.009,500,2.286458333,1.2374,2000,0.568858765,-1.921865203,2.490723969,0.002673085
+"US_SRR",2015,54,419,12.85931667,-25.76395362,310.1676208,NA,0.315898571,0,0.009,500,2.40625,1.25005,2000,0.685963114,-1.533241063,2.219204177,0.002750763
+"US_SRR",2015,55,420,12.12294792,-26.38928634,366.1280873,NA,0.312654286,0,0.009,500,2.220833333,1.2627,2000,0.476458388,-1.667362019,2.143820406,0.002150875
+"US_SRR",2015,56,421,11.48078542,-26.68153057,392.7578229,NA,0.30941,0,0.009,500,2.169791667,1.27535,2000,0.462452996,-1.691243456,2.153696451,0.001818474
+"US_SRR",2015,57,422,14.0299625,-16.2666496,376.7933388,NA,0.306165714,0,0.009,500,2.204166667,1.288,2000,0.733120236,-1.795389903,2.528510139,0.003141018
+"US_SRR",2015,58,423,12.89400833,-8.346765101,372.0996382,NA,0.302921429,0,0.009,500,2.260416667,1.30065,2000,0.341087479,-2.124875984,2.465963463,0.006609333
+"US_SRR",2015,59,424,10.57402083,-6.557725691,369.7662765,NA,0.299677143,0,0.009,500,2.175,1.3133,2000,0.583957476,-1.572013476,2.155970952,0.002488414
+"US_SRR",2015,60,425,11.03719583,-0.136460681,401.0683625,NA,0.296432857,0,0.009,500,2.011458333,1.32595,2000,0.251501593,-2.020210345,2.271711938,0.001101386
+"US_SRR",2015,61,426,11.96192917,-0.531068938,357.0408364,NA,0.293188571,0,0.009,500,2.021875,1.3386,2000,0.284330011,-2.074574603,2.358904613,0.002198857
+"US_SRR",2015,62,427,10.83206042,-2.199501228,424.8826403,NA,0.289944286,0,0.009,500,2.010416667,1.35125,2000,0.293202265,-2.028692289,2.321894555,0.001592952
+"US_SRR",2015,63,428,11.93612708,-5.265506538,416.5394226,NA,0.2867,0,0.009,500,2.017708333,1.3639,2000,0.19747141,-2.270033572,2.467504982,0.002123329
+"US_SRR",2015,64,429,11.11974167,-8.07078763,447.3633264,NA,0.2867,0,0.009,500,2.038541667,1.37655,2000,0.08256396,-2.355698934,2.438262894,0.002106414
+"US_SRR",2015,65,430,13.12549167,-10.21125998,441.8141193,NA,0.2867,0,0.009,500,2.042708333,1.3892,2000,0.22984924,-2.482430008,2.712279248,0.002291256
+"US_SRR",2015,66,431,14.22866667,-11.83940543,437.0502585,NA,0.2867,0,0.009,500,2.016666667,1.40185,2000,0.253451709,-2.688035859,2.941487568,0.002120912
+"US_SRR",2015,67,432,14.41755417,-12.86831593,436.4670345,NA,0.2867,0,0.009,500,2.036458333,1.4145,2000,0.107675765,-2.961330805,3.06900657,0.001718209
+"US_SRR",2015,68,433,14.84369792,-14.10504567,433.9005372,NA,0.2867,0,0.009,500,2.036458333,1.42715,2000,-0.112455012,-3.312495978,3.200040966,0.003214978
+"US_SRR",2015,69,434,13.98291042,-15.15772287,351.5625236,NA,0.2867,0,0.009,500,2.004166667,1.4398,2000,0.690772332,-2.482297809,3.17307014,0.002208886
+"US_SRR",2015,70,435,14.457875,-16.12328929,402.8558089,NA,0.2867,0,0.009,500,2.095833333,1.435372414,2000,0.23576351,-3.084869273,3.320632783,0.001655404
+"US_SRR",2015,71,436,15.44784583,-16.58093757,484.0056314,NA,0.2867,0,0.009,500,2.102083333,1.430944828,2000,-0.180154441,-3.665359304,3.485204863,0.002127825
+"US_SRR",2015,72,437,17.28102083,-12.03440384,480.4768252,NA,0.2867,0,0.009,500,2.092708333,1.426517241,2000,0.164363439,-3.762778499,3.927141938,0.002263345
+"US_SRR",2015,73,438,18.59333333,-8.783028422,466.9941816,NA,0.2867,0,0.009,500,2.148958333,1.422089655,2000,0.229551293,-4.018503113,4.248054406,0.00162903
+"US_SRR",2015,74,439,17.01185417,-8.593908349,375.9183063,NA,0.2867,0,0.009,500,2.2125,1.417662069,2000,-0.11295569,-4.290175486,4.177219795,-0.001003946
+"US_SRR",2015,75,440,15.71139583,-4.920306661,302.4805334,NA,0.2867,0,0.009,500,2.319791667,1.413234483,2000,1.040343083,-2.867043362,3.907386445,0.000708934
+"US_SRR",2015,76,441,15.4165625,-6.809784438,483.8880275,NA,0.2867,0,0.009,500,2.391666667,1.408806897,2000,-0.599000883,-4.533252601,3.934251718,0.002111076
+"US_SRR",2015,77,442,15.82823542,-9.275237231,472.1282122,NA,0.2867,0,0.009,500,2.470833333,1.40437931,2000,-0.359685236,-4.385204781,4.025519545,0.00195874
+"US_SRR",2015,78,443,17.185625,-11.67775135,469.9553757,NA,0.2867,0,0.009,500,2.5875,1.399951724,2000,0.189322383,-4.06702605,4.256348433,0.003064295
+"US_SRR",2015,79,444,15.08995833,-14.63277784,341.5083404,NA,0.2867,0,0.009,500,2.634375,1.395524138,2000,-0.312329956,-4.271358295,3.95902834,0.000467543
+"US_SRR",2015,80,445,16.3380625,-21.12833278,478.3615648,NA,0.2867,0,0.009,500,2.659375,1.391096552,2000,-0.469291527,-4.567078508,4.097786981,0.002639774
+"US_SRR",2015,81,446,15.52910417,1.040168201,461.2771262,NA,0.2867,0,0.009,500,2.736458333,1.386668966,2000,-0.474623212,-4.559380303,4.084757091,0.001929365
+"US_SRR",2015,82,447,14.20216667,-3.682512738,542.7157932,NA,0.2867,0,0.009,500,2.763541667,1.382241379,2000,-0.749527499,-4.67830113,3.928773631,0.001955254
+"US_SRR",2015,83,448,14.89597917,-10.70473567,439.5024172,NA,0.2867,0,0.009,500,2.789583333,1.377813793,2000,-1.124871905,-5.045128927,3.920257022,0.002076487
+"US_SRR",2015,84,449,16.59842708,-8.285904113,523.175049,NA,0.2867,0,0.009,500,2.842708333,1.373386207,2000,-0.502577425,-4.748806152,4.246228727,0.002649316
+"US_SRR",2015,85,450,18.20077083,-10.68076627,544.8449406,NA,0.2867,0,0.009,500,2.885416667,1.368958621,2000,-0.356013752,-5.095341606,4.739327854,0.002284719
+"US_SRR",2015,86,451,17.02458333,-12.56836906,532.2424894,NA,0.2867,0,0.009,500,2.873958333,1.364531034,2000,-0.572894447,-5.439583781,4.866689334,0.004515124
+"US_SRR",2015,87,452,17.44441458,-13.83433843,497.9919711,NA,0.2867,0,0.009,500,2.827083333,1.360103448,2000,-0.101636998,-4.890121552,4.788484553,0.002244794
+"US_SRR",2015,88,453,18.10422917,-14.606224,519.7121691,NA,0.2867,0,0.009,500,2.848958333,1.355675862,2000,-0.064835091,-5.113026942,5.048191851,0.001874803
+"US_SRR",2015,89,454,17.11041667,-15.15002023,495.2468126,NA,0.2867,0,0.009,500,2.858333333,1.351248276,2000,-1.431077363,-6.437479488,5.006402125,0.002945607
+"US_SRR",2015,90,455,16.19375,-15.59570915,494.7989633,NA,0.2867,0,0.009,500,2.853125,1.34682069,2000,-1.292854705,-5.968477757,4.675623051,0.003932004
+"US_SRR",2015,91,456,13.05454792,-15.22740135,502.1807109,NA,0.2867,0,0.009,500,2.873958333,1.342393103,2000,-2.299868842,-6.48147964,4.181610798,0.001445276
+"US_SRR",2015,92,457,14.94180625,-13.4554395,512.5854705,NA,0.2867,0,0.009,500,2.898958333,1.337965517,2000,-0.505199101,-4.775498885,4.270299784,0.003570524
+"US_SRR",2015,93,458,14.43185208,-15.27351584,506.1278572,NA,0.2867,0,0.009,500,2.990625,1.333537931,2000,-0.968683318,-5.198109912,4.229426594,0.004956563
+"US_SRR",2015,94,459,12.6884,-17.40253557,495.3943396,NA,0.2867,0,0.009,500,2.960416667,1.329110345,2000,-2.255825318,-6.110672271,3.854846953,-0.000417229
+"US_SRR",2015,95,460,10.6644125,-18.2533732,340.9520539,NA,0.2867,0,0.009,500,2.991666667,1.324682759,2000,-0.999330871,-4.431151532,3.431820661,0.000756866
+"US_SRR",2015,96,461,10.86268125,-5.375218478,517.633224,NA,0.2867,0,0.009,500,3.036458333,1.320255172,2000,-1.814110588,-5.12700725,3.312896662,0.002115363
+"US_SRR",2015,97,462,10.80420417,-1.604016237,477.7471752,NA,0.2867,0,0.009,500,3.08125,1.315827586,2000,-1.011039723,-4.341562804,3.330523081,0.001832784
+"US_SRR",2015,98,463,10.363575,-5.17758496,528.6479556,NA,0.2867,0,0.009,500,3.151041667,1.3114,2000,-1.707146,-4.953332263,3.246186263,0.002542664
+"US_SRR",2015,99,464,12.31470417,-8.359839319,569.4870714,NA,0.2867,0,0.009,500,3.270833333,1.323507692,2000,-1.620577015,-5.246131739,3.625554725,0.002808117
+"US_SRR",2015,100,465,14.00544375,-10.87895721,567.5395768,NA,0.2867,0,0.009,500,3.336458333,1.335615385,2000,-2.063072961,-6.10593939,4.042866429,0.002512269
+"US_SRR",2015,101,466,15.49295,-12.64585153,532.2997592,NA,0.2867,0,0.009,500,3.326041667,1.347723077,2000,-2.089712748,-6.276869468,4.18715672,0.003458066
+"US_SRR",2015,102,467,16.925525,-14.00146544,580.8307451,NA,0.2867,0,0.009,500,3.369791667,1.359830769,2000,-1.276300538,-5.826661361,4.550360823,0.003415222
+"US_SRR",2015,103,468,14.008625,-15.93442259,550.9372151,NA,0.2867,0,0.009,500,3.308333333,1.371938462,2000,-2.758616108,-7.126148494,4.367532386,0.004350888
+"US_SRR",2015,104,469,12.77357292,-17.72832683,535.9452769,NA,0.2867,0,0.009,500,3.242708333,1.384046154,2000,-1.454131501,-5.356758309,3.902626809,0.003438615
+"US_SRR",2015,105,470,16.14773125,-18.61732293,571.8232026,NA,0.2867,0,0.009,500,3.322916667,1.396153846,2000,-0.845927765,-5.197916645,4.351988881,0.004468703
+"US_SRR",2015,106,471,20.39479167,-6.075550583,521.7625996,NA,0.2867,0,0.009,500,3.375,1.408261538,2000,0.148785076,-4.641484223,4.790269299,0.004061585
+"US_SRR",2015,107,472,18.202375,-8.491797698,552.202658,NA,0.2867,0,0.009,500,3.407291667,1.420369231,2000,-0.875659265,-5.697942105,4.822282839,0.002978401
+"US_SRR",2015,108,473,16.37213333,-10.71395856,566.4415033,NA,0.2867,0,0.009,500,3.398958333,1.432476923,2000,-1.637590113,-6.405474173,4.76788406,0.003807561
+"US_SRR",2015,109,474,15.28920833,-9.252737416,585.6483799,NA,0.2867,0,0.009,500,3.516666667,1.444584615,2000,-3.612806908,-8.294455062,4.681648154,0.004259532
+"US_SRR",2015,110,475,14.38572917,-12.75672901,626.3520151,NA,0.2867,0,0.009,500,3.716666667,1.456692308,2000,-5.457382469,-9.919611438,4.462228969,0.0000872
+"US_SRR",2015,111,476,12.7808125,-15.28436034,477.8433362,NA,0.2867,0,0.009,500,3.883333333,1.4688,2000,-4.518939306,-8.573183098,4.054243792,0.000751517
+"US_SRR",2015,112,477,14.96935417,-17.51199414,588.6494527,NA,0.2867,0,0.009,500,4.025,1.480907692,2000,-3.421094651,-7.855276023,4.434181372,0.003698757
+"US_SRR",2015,113,478,14.80406875,-19.75787103,593.9642372,NA,0.2867,0,0.009,500,4.061458333,1.493015385,2000,-4.448706002,-9.014815416,4.566109415,0.00553605
+"US_SRR",2015,114,479,14.26254167,-21.54685976,591.0021477,NA,0.2867,0,0.009,500,3.920833333,1.505123077,2000,-3.270191141,-7.716528304,4.446337163,0.001760148
+"US_SRR",2015,115,480,14.46714583,-22.72130961,536.8067973,NA,0.2867,0,0.009,500,3.948958333,1.517230769,2000,-2.204314147,-6.608058056,4.403743908,0.005831356
+"US_SRR",2015,116,481,16.00611042,-22.49114257,592.1992974,NA,0.2867,0,0.009,500,3.882291667,1.529338462,2000,-2.035745953,-6.619196184,4.583450231,0.003150286
+"US_SRR",2015,117,482,20.46270833,-17.59145295,606.274987,NA,0.2867,0,0.009,500,3.966666667,1.541446154,2000,-0.035565502,-5.400520827,5.364955325,0.002134991
+"US_SRR",2015,118,483,16.5246875,-18.90976986,607.5742477,NA,0.2867,0,0.009,500,3.934375,1.553553846,2000,-2.507611717,-7.596001893,5.088390176,0.002235072
+"US_SRR",2015,119,484,17.45835417,-10.11401415,614.7620698,NA,0.2867,0,0.009,500,3.94375,1.565661538,2000,-2.005814748,-7.296248843,5.290434095,0.000637709
+"US_SRR",2015,120,485,21.67120833,-10.21865856,618.6934429,NA,0.2867,0,0.009,500,4.145833333,1.577769231,2000,0.665983444,-5.354753835,6.020737278,0.002092386
+"US_SRR",2015,121,486,20.17510417,-14.16453843,617.6124615,NA,0.2867,0,0.009,500,4.191666667,1.589876923,2000,-0.974123124,-7.086278487,6.112155364,0.002872336
+"US_SRR",2015,122,487,15.94045833,-8.658012554,610.6948033,NA,0.2867,0,0.009,500,4.288541667,1.601984615,2000,-2.549176424,-7.971470321,5.422293897,0.001718208
+"US_SRR",2015,123,488,13.44714583,-12.46108953,635.6890864,NA,0.2867,0,0.009,500,4.414583333,1.614092308,2000,-3.525348742,-8.378370701,4.853021959,0.006623664
+"US_SRR",2015,124,489,13.33475,-16.60739006,608.5874623,NA,0.2867,0,0.009,500,4.545833333,1.6262,2000,-3.408860256,-8.034214657,4.625354401,0.0051959
+"US_SRR",2015,125,490,14.86475417,-20.25611019,587.1667238,NA,0.2867,0,0.009,500,4.784375,1.619165789,2000,-3.845655488,-8.631726215,4.786070727,0.002459779
+"US_SRR",2015,126,491,15.70459792,-23.34785853,568.6451913,NA,0.2867,0,0.009,500,5.003125,1.612131579,2000,-3.311463432,-8.232121543,4.92065811,0.002718731
+"US_SRR",2015,127,492,15.0596875,-26.34641507,370.9390254,NA,0.2867,0,0.009,500,5.275,1.605097368,2000,-1.193836518,-5.825686856,4.631850338,0.003209879
+"US_SRR",2015,128,493,14.15562083,-29.22122262,617.2973943,NA,0.2867,0,0.009,500,5.326041667,1.598063158,2000,-3.151297709,-7.76983676,4.618539051,0.004488852
+"US_SRR",2015,129,494,14.59372917,-31.79927584,648.3757274,NA,0.2867,0,0.009,500,5.128125,1.591028947,2000,-3.587885555,-8.442990621,4.855105066,0.004532029
+"US_SRR",2015,130,495,14.54191667,-33.89844785,628.0093835,NA,0.2867,0,0.009,500,5.045833333,1.583994737,2000,-3.263417717,-8.112810005,4.849392288,0.004032868
+"US_SRR",2015,131,496,14.58625,-35.73471661,590.3388627,NA,0.2867,0,0.009,500,5.033333333,1.576960526,2000,-3.088654154,-7.912152714,4.823498561,0.005721838
+"US_SRR",2015,132,497,13.66682292,-37.17764398,614.058337,NA,0.2867,0,0.009,500,4.966666667,1.569926316,2000,-2.7436576,-7.344620701,4.600963101,0.005426212
+"US_SRR",2015,133,498,13.66219167,-9.398074064,638.7956697,NA,0.2867,0,0.009,500,4.978125,1.562892105,2000,-3.561490324,-8.122963875,4.561473551,0.005405693
+"US_SRR",2015,134,499,14.26035417,-4.297305003,492.0423619,NA,0.2867,0,0.009,500,5.113541667,1.555857895,2000,-3.258398168,-7.90460878,4.646210613,0.002918197
+"US_SRR",2015,135,500,13.98051042,-1.170945457,603.3726372,NA,0.2867,0,0.009,500,5.141666667,1.548823684,2000,-3.621605959,-8.223313166,4.601707207,0.004845739
+"US_SRR",2015,136,501,14.81677083,-0.287726335,613.1062309,NA,0.2867,0,0.009,500,5.29375,1.541789474,2000,-4.424989872,-9.126003257,4.701013385,0.004931207
+"US_SRR",2015,137,502,13.81372917,-0.361306814,388.7685459,NA,0.2867,0,0.009,500,5.364583333,1.534755263,2000,-5.011839533,-9.451451135,4.439611602,0.002489907
+"US_SRR",2015,138,503,14.11745833,-0.226561295,631.7468589,NA,0.2867,0,0.009,500,5.509375,1.527721053,2000,-5.79409694,-10.23477995,4.440683007,0.004107218
+"US_SRR",2015,139,504,14.52835417,-1.276451351,517.6393498,NA,0.2867,0,0.009,500,5.604166667,1.520686842,2000,-4.321182284,-8.830664308,4.509482025,0.002906379
+"US_SRR",2015,140,505,14.4766875,-5.123919859,590.9357185,NA,0.2867,0,0.009,500,5.623958333,1.513652632,2000,-5.249623568,-9.766196006,4.516572438,0.002926618
+"US_SRR",2015,141,506,15.27060417,-9.196589227,535.4954914,NA,0.2867,0,0.009,500,5.527083333,1.506618421,2000,-4.448840764,-9.129407303,4.680566539,0.003326937
+"US_SRR",2015,142,507,15.381125,-12.64362182,600.0802199,NA,0.2867,0,0.009,500,5.480208333,1.499584211,2000,-4.031813839,-8.831597367,4.799783528,0.003657752
+"US_SRR",2015,143,508,15.75325,-15.39989994,583.5980066,NA,0.2867,0,0.009,500,5.414583333,1.49255,2000,-2.466771249,-7.431926143,4.965154894,0.00370182
+"US_SRR",2015,144,509,15.691375,-17.87133241,673.9539011,NA,0.2867,0,0.009,500,5.345833333,1.485515789,2000,-3.012079338,-8.012770869,5.000691531,0.003149362
+"US_SRR",2015,145,510,14.51941667,-19.16704816,662.2768363,NA,0.2867,0,0.009,500,5.252083333,1.478481579,2000,-3.111874654,-7.958092016,4.846217362,0.005519602
+"US_SRR",2015,146,511,14.82533333,-20.72602188,656.3830805,NA,0.2867,0,0.009,500,5.205208333,1.471447368,2000,-2.670561157,-7.500730391,4.830169234,0.00502112
+"US_SRR",2015,147,512,15.06070833,-22.03526793,633.9608706,NA,0.2867,0,0.009,500,5.346875,1.464413158,2000,-2.384412099,-7.200910183,4.816498085,0.005692947
+"US_SRR",2015,148,513,16.00016667,-10.41872449,568.8782444,NA,0.2867,0,0.009,500,5.482291667,1.457378947,2000,-2.991787617,-7.938316828,4.946529211,0.004710459
+"US_SRR",2015,149,514,16.28541667,-4.169755371,622.0352298,NA,0.2867,0,0.009,500,5.511458333,1.450344737,2000,-2.504478178,-7.578861492,5.074383314,0.005183946
+"US_SRR",2015,150,515,16.37804167,-1.475858502,619.8020748,NA,0.2867,0,0.009,500,5.542708333,1.443310526,2000,-2.452949445,-7.592837155,5.13988771,0.004938988
+"US_SRR",2015,151,516,14.77985417,-0.85878585,596.4090583,NA,0.2867,0,0.009,500,5.585416667,1.436276316,2000,-3.214757233,-8.062498331,4.847741098,0.00569134
+"US_SRR",2015,152,517,17.24579167,-5.56991283,611.7873642,NA,0.2867,0,0.009,500,5.692708333,1.429242105,2000,-4.065674285,-9.196598505,5.130924219,0.004121363
+"US_SRR",2015,153,518,18.17997917,-10.46443358,667.0986222,NA,0.2867,0,0.009,500,5.794791667,1.422207895,2000,-4.347958888,-9.708229656,5.360270768,0.00633361
+"US_SRR",2015,154,519,17.32772917,-15.8928182,588.4313911,NA,0.2867,0,0.009,500,5.958333333,1.415173684,2000,-4.153396479,-9.392677033,5.239280553,0.00596569
+"US_SRR",2015,155,520,18.44825,-21.44530654,655.1791415,NA,0.2867,0,0.009,500,6.084375,1.408139474,2000,-4.216436101,-9.639650908,5.423214807,0.005976635
+"US_SRR",2015,156,521,18.74910417,-26.41102603,678.5638336,NA,0.2867,0,0.009,500,6.169791667,1.401105263,2000,-4.791806936,-10.37354688,5.581739947,0.00629999
+"US_SRR",2015,157,522,17.9460625,-30.50158376,701.5547826,NA,0.2867,0,0.009,500,6.158333333,1.394071053,2000,-4.970344233,-10.49998893,5.529644695,0.006691398
+"US_SRR",2015,158,523,21.14791667,-33.8842081,671.0126577,NA,0.2867,0,0.009,500,6.073958333,1.387036842,2000,-2.313437781,-8.443332494,6.129894712,0.004657063
+"US_SRR",2015,159,524,26.85510417,-37.41713527,641.8651542,NA,0.2867,0,0.009,500,6.132291667,1.380002632,2000,0.282837637,-6.861224938,7.144062574,0.00104004
+"US_SRR",2015,160,525,21.279,-39.88912517,517.407071,NA,0.2867,0,0.009,500,6.1875,1.372968421,2000,-1.150839581,-7.665625197,6.514785616,0.003288893
+"US_SRR",2015,161,526,19.08764583,-41.94836507,289.5815704,NA,0.2867,0,0.009,500,6.135416667,1.365934211,2000,2.071142931,-3.723669577,5.794812508,0.0005671
+"US_SRR",2015,162,527,21.90154167,-36.37134991,710.0998849,NA,0.2867,0,0.009,500,6.270833333,1.3589,2000,-1.03182263,-7.405686091,6.373863461,0.004277135
+"US_SRR",2015,163,528,23.10554167,-3.963861786,680.3954012,NA,0.2867,0,0.009,500,6.55625,1.339838462,2000,-1.494082037,-8.179997825,6.685915788,0.003880687
+"US_SRR",2015,164,529,18.744125,0.038064917,682.823469,NA,0.2867,0,0.009,500,7.044791667,1.320776923,2000,-5.002633113,-10.89860477,5.895971655,0.00480665
+"US_SRR",2015,165,530,16.6101875,1.477343677,681.7347246,NA,0.2867,0,0.009,500,7.463541667,1.301715385,2000,-6.359064165,-11.63830257,5.279238405,0.005566259
+"US_SRR",2015,166,531,16.72672917,2.398417219,687.4796237,NA,0.2867,0,0.009,500,7.6375,1.282653846,2000,-6.147063792,-11.29570509,5.148641298,0.010260393
+"US_SRR",2015,167,532,19.2019375,1.92749202,674.927047,NA,0.29753,0,0.009,500,7.73125,1.263592308,2000,-4.683785643,-10.21166724,5.527881594,0.002998287
+"US_SRR",2015,168,533,19.93066667,0.977229527,624.4670063,NA,0.301605,0,0.009,500,7.734375,1.244530769,2000,-4.188903081,-9.920458199,5.731555118,0.002898286
+"US_SRR",2015,169,534,18.7174375,-4.643214334,677.9337563,NA,0.30568,0,0.009,500,7.635416667,1.225469231,2000,-4.361431479,-9.899582075,5.538150597,0.00479326
+"US_SRR",2015,170,535,19.97720833,-8.915594905,659.5746882,NA,0.309755,0,0.009,500,7.49375,1.206407692,2000,-2.477262867,-8.235676083,5.758413217,0.003727322
+"US_SRR",2015,171,536,20.6606875,-12.74304669,640.9547426,NA,0.31383,0,0.009,500,7.458333333,1.187346154,2000,-2.099969349,-8.15899055,6.059021201,0.00468804
+"US_SRR",2015,172,537,16.797125,-16.98487007,657.4552587,NA,0.317905,0,0.009,500,7.4875,1.168284615,2000,-1.766269105,-7.221977214,5.455708109,0.002423765
+"US_SRR",2015,173,538,17.7051875,-21.95368076,685.6399893,NA,0.32198,0,0.009,500,7.61875,1.149223077,2000,-1.755370658,-7.261606825,5.506236167,-0.002292205
+"US_SRR",2015,174,539,20.53595833,-25.5855767,657.8483418,NA,0.326055,0,0.009,500,7.751041667,1.130161538,2000,-0.20480134,-6.168732405,5.963931065,0.004209304
+"US_SRR",2015,175,540,20.81314583,-9.857343953,664.0706294,NA,0.33013,0,0.009,500,7.942708333,1.1111,2000,0.103973609,-5.947234306,6.051207915,0.001828163
+"US_SRR",2015,176,541,23.8253125,-1.173884622,647.1929851,NA,0.334205,0,0.009,500,8.075,1.092038462,2000,0.728992574,-5.882078451,6.611071025,-0.007182445
+"US_SRR",2015,177,542,23.4463125,-1.016436587,658.5287749,NA,0.33828,0,0.009,500,8.158333333,1.072976923,2000,1.035356547,-5.564353371,6.599709918,0.002682353
+"US_SRR",2015,178,543,18.8121875,-0.986132781,566.4208197,NA,0.343100714,0,0.009,500,8.179166667,1.053915385,2000,-1.156980324,-6.987519497,5.830539172,0.005602295
+"US_SRR",2015,179,544,20.31310417,-0.282709484,681.1743894,NA,0.347921429,0,0.009,500,8.185416667,1.034853846,2000,-1.667636554,-7.70229542,6.034658866,0.010674699
+"US_SRR",2015,180,545,20.90885417,-2.481458379,656.5233085,NA,0.352742143,0,0.009,500,8.295833333,1.015792308,2000,-1.739090321,-7.967342345,6.228252024,0.009456314
+"US_SRR",2015,181,546,26.60235417,-5.776313168,611.177796,NA,0.357562857,0,0.009,500,8.579166667,0.996730769,2000,-1.517910648,-8.617224347,7.0993137,0.00380677
+"US_SRR",2015,182,547,25.1013125,-7.365540025,524.7274032,NA,0.362383571,0,0.009,500,8.926041667,0.977669231,2000,-2.990212113,-9.981848212,6.991636099,0.002235188
+"US_SRR",2015,183,548,21.591875,-11.18762023,555.2327609,NA,0.367204286,0,0.009,500,9.178125,0.958607692,2000,-4.122144009,-10.41250759,6.290363585,0.005172307
+"US_SRR",2015,184,549,21.43458333,-15.35626854,690.6763529,NA,0.372025,0,0.009,500,9.297916667,0.939546154,2000,-4.374396049,-10.57948424,6.205088191,0.003673764
+"US_SRR",2015,185,550,20.70991667,-20.12754705,700.6085267,NA,0.376845714,0,0.009,500,9.395833333,0.920484615,2000,-4.512567061,-10.62536922,6.112802155,0.004348528
+"US_SRR",2015,186,551,19.152,-25.51574619,678.7632446,NA,0.381666429,0,0.009,500,9.346875,0.901423077,2000,-5.119763478,-10.91574228,5.795978797,0.004364466
+"US_SRR",2015,187,552,19.73989583,-30.60962342,671.8227386,NA,0.386487143,0,0.009,500,9.140625,0.882361538,2000,-3.907981448,-9.75678538,5.848803932,0.007339276
+"US_SRR",2015,188,553,19.81379167,-35.65312944,611.2208719,NA,0.391307857,0,0.009,500,9.060416667,0.8633,2000,-2.642233376,-8.425279153,5.783045777,0.00461424
+"US_SRR",2015,189,554,17.61739583,-38.91246087,657.0492037,NA,0.396128571,0,0.009,500,9.103125,0.851548276,2000,-2.177700016,-7.52997425,5.352274234,0.006743791
+"US_SRR",2015,190,555,16.55839583,-35.05480663,356.4950908,NA,0.400949286,0,0.009,500,9.167708333,0.839796552,2000,-0.504291348,-5.502879578,4.99858823,0.004183949
+"US_SRR",2015,191,556,18.36572917,-5.051859638,564.2642102,NA,0.40577,0,0.009,500,9.315625,0.828044828,2000,-2.742782993,-7.876311823,5.133528831,0.005704318
+"US_SRR",2015,192,557,19.489625,0.260174586,676.0122029,NA,0.407057857,0,0.009,500,9.541666667,0.816293103,2000,-3.801146994,-9.256287145,5.455140151,0.008231027
+"US_SRR",2015,193,558,20.04633333,2.192168907,638.5188866,NA,0.408345714,0,0.009,500,9.940625,0.804541379,2000,-3.690859297,-9.289391957,5.59853266,0.00839682
+"US_SRR",2015,194,559,21.12139583,2.341812953,647.6177567,NA,0.409633571,0,0.009,500,10.18020833,0.792789655,2000,-3.328955165,-9.21644333,5.887488165,0.006908258
+"US_SRR",2015,195,560,19.91072917,1.842610958,659.4776566,NA,0.410921429,0,0.009,500,10.409375,0.781037931,2000,-3.354261696,-9.123771527,5.76950983,0.008762928
+"US_SRR",2015,196,561,20.89954167,1.146079497,654.8005271,NA,0.412209286,0,0.009,500,10.56875,0.769286207,2000,-2.725085062,-8.710437685,5.985352623,0.004508337
+"US_SRR",2015,197,562,20.46539583,-0.607335206,667.8889149,NA,0.413497143,0,0.009,500,10.640625,0.757534483,2000,-3.11068992,-9.048683332,5.937993412,0.005650788
+"US_SRR",2015,198,563,20.75472917,-5.073447299,660.7784516,NA,0.414785,0,0.009,500,10.68229167,0.745782759,2000,-3.049453563,-9.072258642,6.022805079,0.005835365
+"US_SRR",2015,199,564,20.274875,-9.546501903,660.7896201,NA,0.416072857,0,0.009,500,10.68229167,0.734031034,2000,-3.191131916,-9.066667534,5.875535618,0.00799453
+"US_SRR",2015,200,565,24.770375,-13.81102781,646.3932405,NA,0.417360714,0,0.009,500,10.55520833,0.72227931,2000,-0.688498991,-7.434996361,6.74649737,0.004389719
+"US_SRR",2015,201,566,25.05252083,-17.49760236,652.998249,NA,0.418648571,0,0.009,500,10.49166667,0.710527586,2000,-0.434544862,-7.662650311,7.22810545,0.00714554
+"US_SRR",2015,202,567,19.77260417,-18.00334147,636.8800339,NA,0.419936429,0,0.009,500,10.43020833,0.698775862,2000,-0.678983109,-6.85693185,6.177948741,0.006675096
+"US_SRR",2015,203,568,18.66627083,-10.17294948,678.0435948,NA,0.421224286,0,0.009,500,10.52604167,0.687024138,2000,-1.133599245,-6.975329657,5.841730412,0.009645226
+"US_SRR",2015,204,569,18.69995833,-11.2849674,628.7512025,NA,0.422512143,0,0.009,500,10.61041667,0.675272414,2000,-0.695091117,-6.461971116,5.76688,0.006683967
+"US_SRR",2015,205,570,19.69820833,-9.231859208,632.5777107,NA,0.4238,0,0.009,500,10.634375,0.66352069,2000,0.102769438,-5.837754844,5.940524282,0.004529168
+"US_SRR",2015,206,571,18.93154167,-7.914707827,653.1044918,NA,0.425234286,0,0.009,500,10.68125,0.651768966,2000,0.075443927,-5.751441384,5.826885311,0.006358986
+"US_SRR",2015,207,572,20.05014583,-6.775173235,657.9310647,NA,0.426668571,0,0.009,500,10.81145833,0.640017241,2000,-0.063341217,-6.048011867,5.98467065,0.00634419
+"US_SRR",2015,208,573,24.13802083,-5.379931277,617.6615441,NA,0.428102857,0,0.009,500,11.01979167,0.628265517,2000,-1.443280394,-7.995355061,6.552074667,0.003410959
+"US_SRR",2015,209,574,26.37741667,-2.724750307,595.3681956,NA,0.429537143,0,0.009,500,11.25520833,0.616513793,2000,-0.495112024,-7.41171722,6.916605195,0.002530473
+"US_SRR",2015,210,575,25.7733125,-5.977037876,599.7637682,NA,0.430971429,0,0.009,500,11.50104167,0.604762069,2000,-0.792432043,-7.500472975,6.708040932,0.00169896
+"US_SRR",2015,211,576,21.8286875,-10.7652926,621.1638544,NA,0.432405714,0,0.009,500,11.56145833,0.593010345,2000,-2.653141186,-8.773979724,6.120838539,0.00513828
+"US_SRR",2015,212,577,19.84545833,-15.71479601,580.2040601,NA,0.43384,0,0.009,500,11.59479167,0.581258621,2000,-3.346201891,-9.004272555,5.658070664,0.004046293
+"US_SRR",2015,213,578,20.48422917,-21.13421111,641.3647247,NA,0.435274286,0,0.009,500,11.59895833,0.569506897,2000,-2.894853299,-8.519822098,5.624968799,0.00736249
+"US_SRR",2015,214,579,20.1828125,-26.56132885,635.5024781,NA,0.436708571,0,0.009,500,11.571875,0.557755172,2000,-2.957701525,-8.652083146,5.694381622,0.009730807
+"US_SRR",2015,215,580,19.865875,-31.6635675,624.822942,NA,0.438142857,0,0.009,500,11.44166667,0.546003448,2000,-2.622109398,-8.239186725,5.617077327,0.00640976
+"US_SRR",2015,216,581,18.79529167,-36.74158336,423.3476574,NA,0.439577143,0,0.009,500,11.409375,0.534251724,2000,-1.725480876,-7.052048085,5.32656721,0.00364887
+"US_SRR",2015,217,582,21.48235417,-39.4586895,607.3272504,NA,0.441011429,0,0.009,500,11.39375,0.5225,2000,-1.286126078,-7.082737887,5.796611809,0.004024913
+"US_SRR",2015,218,583,21.70077083,-37.18605608,360.7923021,NA,0.442445714,0,0.009,500,11.40833333,0.520581481,2000,0.157901686,-5.748442634,5.90634432,0.003505557
+"US_SRR",2015,219,584,19.97372917,-11.7987132,579.3045865,NA,0.44388,0,0.009,500,11.46458333,0.518662963,2000,-2.13777699,-7.731900474,5.594123484,0.006357344
+"US_SRR",2015,220,585,19.24885417,0.066341713,556.1518506,NA,0.445548571,0,0.009,500,11.56145833,0.516744444,2000,-4.100042608,-9.587990939,5.487948332,0.004765378
+"US_SRR",2015,221,586,21.45379167,0.951993247,591.9504722,NA,0.447217143,0,0.009,500,11.67083333,0.514825926,2000,-2.00965883,-7.75631123,5.7466524,0.005323454
+"US_SRR",2015,222,587,20.31372917,2.004974494,604.2985483,NA,0.448885714,0,0.009,500,11.75729167,0.512907407,2000,-2.777760402,-8.424463647,5.646703245,0.007677077
+"US_SRR",2015,223,588,19.98097917,2.086713689,611.7120565,NA,0.450554286,0,0.009,500,11.86875,0.510988889,2000,-2.192376801,-7.743210627,5.550833826,0.005860593
+"US_SRR",2015,224,589,20.63841667,1.757071117,588.2764628,NA,0.452222857,0,0.009,500,11.87708333,0.50907037,2000,-1.594530573,-7.20160514,5.607074568,0.004135468
+"US_SRR",2015,225,590,20.67485417,0.834274616,606.3849103,NA,0.453891429,0,0.009,500,11.834375,0.507151852,2000,-1.365057251,-7.087109997,5.722052746,0.005585161
+"US_SRR",2015,226,591,21.38777083,-1.283748588,601.08381,NA,0.45556,0,0.009,500,11.80625,0.505233333,2000,-0.768934727,-6.504652905,5.735718179,0.00409294
+"US_SRR",2015,227,592,25.14885417,-5.35626593,537.7980828,NA,0.457228571,0,0.009,500,11.81666667,0.503314815,2000,0.792816055,-5.489663704,6.282479759,0.003312882
+"US_SRR",2015,228,593,27.6038125,-9.290997238,555.2739174,NA,0.458897143,0,0.009,500,11.81875,0.501396296,2000,1.810134832,-4.974368112,6.784502944,0.003851103
+"US_SRR",2015,229,594,25.34547917,-13.70922121,513.54099,NA,0.460565714,0,0.009,500,11.82708333,0.499477778,2000,2.38539056,-4.438708584,6.824099145,0.003040742
+"US_SRR",2015,230,595,19.80629167,-18.7916965,567.9115619,NA,0.462234286,0,0.009,500,11.79583333,0.497559259,2000,1.363853764,-4.68763684,6.051490604,0.005089526
+"US_SRR",2015,231,596,18.97422917,-22.94098686,578.8036612,NA,0.463902857,0,0.009,500,11.78020833,0.495640741,2000,0.854971106,-4.807049179,5.662020285,0.007133866
+"US_SRR",2015,232,597,18.15814583,-24.15947351,567.7906066,NA,0.465571429,0,0.009,500,11.78854167,0.493722222,2000,0.54299652,-4.859627383,5.402623903,0.004540172
+"US_SRR",2015,233,598,18.55827083,-18.34347382,597.629131,NA,0.46724,0,0.009,500,11.8125,0.491803704,2000,0.683598316,-4.680912519,5.364510836,0.003616255
+"US_SRR",2015,234,599,19.14579167,-22.12146654,571.028916,NA,0.466867143,0,0.009,500,11.85208333,0.489885185,2000,0.990600622,-4.38427311,5.374873732,0.003789233
+"US_SRR",2015,235,600,19.54077083,-19.47474834,554.6406482,NA,0.466494286,0,0.009,500,11.865625,0.487966667,2000,0.869890258,-4.468874937,5.338765195,0.006495594
+"US_SRR",2015,236,601,20.00616667,-9.656872621,558.2771099,NA,0.466121429,0,0.009,500,11.90104167,0.486048148,2000,1.17347613,-4.115219793,5.288695923,0.004176327
+"US_SRR",2015,237,602,20.3618125,-11.04400654,546.132963,NA,0.465748571,0,0.009,500,11.94583333,0.48412963,2000,1.091238751,-4.164842133,5.256080883,0.005808202
+"US_SRR",2015,238,603,22.35622917,-18.78936544,536.1360808,NA,0.465375714,0,0.009,500,11.9875,0.482211111,2000,1.244960268,-4.229240041,5.474200309,0.005215477
+"US_SRR",2015,239,604,25.491,-23.62414006,545.2257427,NA,0.465002857,0,0.009,500,12.04375,0.480292593,2000,1.491959157,-4.149877294,5.641836451,0.004030829
+"US_SRR",2015,240,605,25.52185417,-27.56160783,490.5699785,NA,0.46463,0,0.009,500,12.13645833,0.478374074,2000,-0.338879918,-6.069629468,5.73074955,0.002587828
+"US_SRR",2015,241,606,21.31122917,-32.50193901,368.3016645,NA,0.464257143,0,0.009,500,12.33020833,0.476455556,2000,-0.410726932,-5.793147049,5.382420117,0.002612992
+"US_SRR",2015,242,607,21.0025625,-36.89203821,516.0807224,NA,0.463884286,0,0.009,500,12.015625,0.474537037,2000,-1.594788898,-6.85582478,5.261035882,0.003216015
+"US_SRR",2015,243,608,22.42145833,-40.94681921,513.1493298,NA,0.463511429,0,0.009,500,11.09166667,0.472618519,2000,-0.211649151,-5.716489323,5.504840172,0.003717792
+"US_SRR",2015,244,609,20.29383333,-43.97299377,529.2511117,NA,0.463138571,0,0.009,500,10.503125,0.4707,2000,-0.604134452,-5.950506883,5.346372431,0.004128944
+"US_SRR",2015,245,610,19.295125,-44.8572264,541.0167453,NA,0.462765714,0,0.009,500,10.171875,0.46855,2000,-1.7864054,-6.885252846,5.098847446,0.00585698
+"US_SRR",2015,246,611,19.00297917,-36.34717781,521.9964897,NA,0.462392857,0,0.009,500,9.780208333,0.4664,2000,-1.2345952,-6.226099101,4.991503901,0.003802438
+"US_SRR",2015,247,612,18.1618125,-7.712209484,512.3285515,NA,0.46202,0,0.009,500,9.685416667,0.46425,2000,-1.82922544,-6.67757492,4.84834948,0.004760647
+"US_SRR",2015,248,613,19.84685417,-1.380335635,506.4236404,NA,0.461896429,0,0.009,500,9.529166667,0.4621,2000,-0.124868544,-4.961712535,4.836843991,0.004290466
+"US_SRR",2015,249,614,21.7198125,-0.121663505,495.3319735,NA,0.461772857,0,0.009,500,9.382291667,0.45995,2000,0.452344472,-4.505918641,4.958263113,0.003640206
+"US_SRR",2015,250,615,23.18877083,-0.197372345,501.6881653,NA,0.461649286,0,0.009,500,9.135416667,0.4578,2000,0.909565405,-4.227726673,5.137292078,0.003278145
+"US_SRR",2015,251,616,25.14558333,0.112202824,487.2662664,NA,0.461525714,0,0.009,500,8.973958333,0.45565,2000,1.431465761,-3.879609442,5.311075203,0.002595713
+"US_SRR",2015,252,617,27.07552083,-0.356695365,488.3784795,NA,0.461402143,0,0.009,500,8.85625,0.4535,2000,1.394772527,-4.117576358,5.512348884,0.002024464
+"US_SRR",2015,253,618,27.5428125,-3.346687784,472.1659434,NA,0.461278571,0,0.009,500,8.709375,0.45135,2000,1.193308895,-4.392088203,5.585397098,0.001774832
+"US_SRR",2015,254,619,25.9301875,-7.316537047,464.771073,NA,0.461155,0,0.009,500,8.7875,0.4492,2000,0.266954815,-5.11507902,5.382033835,0.001734634
+"US_SRR",2015,255,620,20.30139583,-10.86471746,323.0207027,NA,0.461031429,0,0.009,500,9.086458333,0.44705,2000,-0.315524142,-5.020092437,4.704568294,0.002542072
+"US_SRR",2015,256,621,22.62235417,-13.99700602,417.397695,NA,0.460907857,0,0.009,500,9.090625,0.4449,2000,-0.159654463,-5.023372118,4.863717655,0.002741831
+"US_SRR",2015,257,622,17.4533125,-17.20915878,378.173258,NA,0.460784286,0,0.009,500,9.286458333,0.44275,2000,-1.273808878,-5.6715688,4.397759922,0.004258433
+"US_SRR",2015,258,623,17.2890625,-20.56497591,470.1546814,NA,0.460660714,0,0.009,500,9.344791667,0.4406,2000,-1.776449757,-6.077368492,4.300918736,0.005779586
+"US_SRR",2015,259,624,16.75041667,-24.28008063,301.3748798,NA,0.460537143,0,0.009,500,9.397916667,0.43845,2000,0.545517047,-3.587727474,4.133244521,0.00252258
+"US_SRR",2015,260,625,18.3804375,-27.99655359,504.8150218,NA,0.460413571,0,0.009,500,9.416666667,0.4363,2000,-0.620596324,-4.964209691,4.343613367,0.00388095
+"US_SRR",2015,261,626,20.46677083,-31.36311387,473.931388,NA,0.46029,0,0.009,500,9.422916667,0.43415,2000,0.393462412,-4.132760928,4.52622334,0.00357184
+"US_SRR",2015,262,627,23.313,-34.88975731,473.5642363,NA,0.461375,0,0.009,500,9.397916667,0.432,2000,0.88008678,-3.829067259,4.709154038,0.002550691
+"US_SRR",2015,263,628,25.02360417,-35.32237201,463.8572239,NA,0.46246,0,0.009,500,9.226041667,0.42985,2000,1.271888334,-3.606657939,4.878546273,0.002170159
+"US_SRR",2015,264,629,25.441875,-17.49760236,403.0564456,NA,0.463545,0,0.009,500,9.0875,0.4277,2000,1.243589569,-3.697718568,4.941308137,0.001779149
+"US_SRR",2015,265,630,17.82004167,-18.00334147,412.8558512,NA,0.46463,0,0.009,500,9.015625,0.42555,2000,-1.785409762,-6.058370648,4.272960886,0.002213049
+"US_SRR",2015,266,631,20.03727083,-10.17294948,411.1761626,NA,0.465715,0,0.009,500,9.028125,0.4234,2000,-0.271380127,-4.566909592,4.295529465,0.002836182
+"US_SRR",2015,267,632,24.36802083,-11.2849674,427.6294107,NA,0.4668,0,0.009,500,9.001041667,0.42125,2000,1.03273574,-3.49600944,4.52874518,0.002552563
+"US_SRR",2015,268,633,23.15041667,-9.231859208,443.4210742,NA,0.467885,0,0.009,500,9.058333333,0.4191,2000,0.135488832,-4.360002695,4.495491527,0.003305934
+"US_SRR",2015,269,634,22.36847917,-7.914707827,434.5953801,NA,0.46897,0,0.009,500,9.422916667,0.41695,2000,-0.55736805,-4.953373607,4.396005556,0.00456019
+"US_SRR",2015,270,635,21.21220833,-6.775173235,374.4890013,NA,0.470055,0,0.009,500,9.622916667,0.4148,2000,-0.00603096,-4.320967724,4.314936763,0.002198704
+"US_SRR",2015,271,636,18.79308333,-5.379931277,373.4075885,NA,0.47114,0,0.009,500,9.65625,0.41265,2000,-0.645466026,-4.802812691,4.157346665,0.002677668
+"US_SRR",2015,272,637,16.45145833,-2.724750307,394.7375089,NA,0.472225,0,0.009,500,9.65,0.4105,2000,-0.957844719,-4.879667664,3.921822945,0.004507869
+"US_SRR",2015,273,638,15.65583333,-5.977037876,196.8834779,NA,0.47331,0,0.009,500,9.522916667,0.40835,2000,1.837891674,-1.970076046,3.80796772,0.001377526
+"US_SRR",2015,274,639,18.93825,-10.7652926,407.6883668,NA,0.474395,0,0.009,500,9.472916667,0.4062,2000,-0.135442864,-4.132987691,3.997544827,0.001366874
+"US_SRR",2015,275,640,20.45291667,-15.71479601,404.5360035,NA,0.47548,0,0.009,500,9.4375,0.40405,2000,0.321625981,-3.763411748,4.085037729,0.002406461
+"US_SRR",2015,276,641,18.08979167,-21.13421111,403.2508265,NA,0.475537857,0,0.009,500,9.380208333,0.4019,2000,0.175943445,-3.776950823,3.952894268,0.006569222
+"US_SRR",2015,277,642,18.4081875,-26.56132885,445.4256105,NA,0.475595714,0,0.009,500,9.24375,0.39975,2000,0.044833014,-3.920627694,3.965460709,0.003589194
+"US_SRR",2015,278,643,18.76977083,-31.6635675,422.0343148,NA,0.475653571,0,0.009,500,9.147916667,0.3976,2000,0.521391058,-3.428267387,3.949658445,0.003092057
+"US_SRR",2015,279,644,18.94110417,-36.74158336,407.1943501,NA,0.475711429,0,0.009,500,9.076041667,0.39545,2000,0.357996667,-3.601380483,3.95937715,0.002850146
+"US_SRR",2015,280,645,19.87910417,-39.4586895,407.7040774,NA,0.475769286,0,0.009,500,8.934375,0.3933,2000,0.396858186,-3.61585169,4.012709876,0.004694431
+"US_SRR",2015,281,646,22.25435417,-37.18605608,389.0399006,NA,0.475827143,0,0.009,500,8.848958333,0.39115,2000,1.041641663,-3.103903255,4.145544918,0.003039451
+"US_SRR",2015,282,647,21.35875,-11.7987132,374.1010836,NA,0.475885,0,0.009,500,8.763541667,0.389,2000,1.172068708,-2.9456927,4.117761408,0.004423574
+"US_SRR",2015,283,648,19.85739583,0.066341713,410.928258,NA,0.475942857,0,0.009,500,8.655208333,0.38685,2000,1.490440434,-2.546894825,4.037335259,0.0072618
+"US_SRR",2015,284,649,21.037625,0.951993247,363.2727461,NA,0.476000714,0,0.009,500,8.577083333,0.3847,2000,1.199914632,-2.858131936,4.058046567,0.004098493
+"US_SRR",2015,285,650,22.74422917,2.004974494,392.5416014,NA,0.476058571,0,0.009,500,8.4375,0.38255,2000,1.262779423,-2.921898772,4.184678195,0.00275467
+"US_SRR",2015,286,651,23.87304167,2.086713689,380.8615156,NA,0.476116429,0,0.009,500,8.355208333,0.3804,2000,1.491756189,-2.803055919,4.294812107,0.00345005
+"US_SRR",2015,287,652,24.00491667,1.757071117,366.8771626,NA,0.476174286,0,0.009,500,8.322916667,0.37825,2000,1.546514478,-2.656873482,4.20338796,0.004552073
+"US_SRR",2015,288,653,20.74983333,0.834274616,288.3123898,NA,0.476232143,0,0.009,500,8.30625,0.3761,2000,0.723072465,-3.236994012,3.960066477,0.003364061
+"US_SRR",2015,289,654,19.64683333,-1.283748588,365.805854,NA,0.47629,0,0.009,500,8.360416667,0.37395,2000,-0.108704267,-4.050443381,3.941739113,0.005945477
+"US_SRR",2015,290,655,17.4729375,-5.35626593,325.298758,NA,0.477083571,0,0.009,500,8.588541667,0.3718,2000,-0.403838579,-4.145778444,3.741939865,0.007719239
+"US_SRR",2015,291,656,17.30291667,-9.290997238,344.9595326,NA,0.477877143,0,0.009,500,8.5,0.36965,2000,-0.283278968,-3.988242995,3.704964027,0.005472545
+"US_SRR",2015,292,657,17.43454167,-13.70922121,382.113003,NA,0.478670714,0,0.009,500,8.697916667,0.3675,2000,0.454641462,-3.268248934,3.722890396,0.003528588
+"US_SRR",2015,293,658,20.3523125,-18.7916965,363.841005,NA,0.479464286,0,0.009,500,8.830208333,0.377867857,2000,0.919295675,-2.908691847,3.827987522,0.003794337
+"US_SRR",2015,294,659,20.40341667,-22.94098686,340.0769806,NA,0.480257857,0,0.009,500,8.834375,0.388235714,2000,0.997548979,-2.797257949,3.794806928,0.003414198
+"US_SRR",2015,295,660,19.46233333,-24.15947351,327.3504406,NA,0.481051429,0,0.009,500,8.782291667,0.398603571,2000,1.142022454,-2.587172232,3.729194686,0.003352901
+"US_SRR",2015,296,661,19.271375,-18.34347382,306.0282554,NA,0.481845,0,0.009,500,8.734375,0.408971429,2000,1.147759625,-2.54255413,3.690313756,0.0037441
+"US_SRR",2015,297,662,18.01495833,-22.12146654,275.5740532,NA,0.482638571,0,0.009,500,8.567708333,0.419339286,2000,1.240324097,-2.421205687,3.661529785,0.003037863
+"US_SRR",2015,298,663,17.95689583,-19.47474834,309.5438792,NA,0.483432143,0,0.009,500,8.422916667,0.429707143,2000,0.860915277,-2.789055733,3.64997101,0.002749219
+"US_SRR",2015,299,664,18.1335,-9.656872621,346.6041651,NA,0.484225714,0,0.009,500,8.444791667,0.440075,2000,0.869105143,-2.792711365,3.661816509,0.00393366
+"US_SRR",2015,300,665,17.30495833,-11.04400654,187.0578743,NA,0.485019286,0,0.009,500,8.590625,0.450442857,2000,2.151717402,-1.372017383,3.523734785,0.00298986
+"US_SRR",2015,301,666,17.3865,-18.78936544,317.5718985,NA,0.485812857,0,0.009,500,8.733333333,0.460810714,2000,0.679433907,-2.885012541,3.564446448,0.004604281
+"US_SRR",2015,302,667,18.73985417,-23.62414006,301.4596064,NA,0.486606429,0,0.009,500,8.748958333,0.471178571,2000,1.064125272,-2.574868743,3.638994015,0.003759183
+"US_SRR",2015,303,668,19.6546875,-27.56160783,308.8035115,NA,0.4874,0,0.009,500,8.627083333,0.481546429,2000,0.841229009,-2.811950301,3.65317931,0.003461454
+"US_SRR",2015,304,669,18.98964583,-32.50193901,296.2509101,NA,0.487161429,0,0.009,500,8.488541667,0.491914286,2000,0.96739895,-2.620482072,3.587881022,0.000860989
+"US_SRR",2015,305,670,17.89239583,-36.89203821,298.2119402,NA,0.486922857,0,0.009,500,8.548958333,0.502282143,2000,0.995167401,-2.526214358,3.521381759,0.000888253
+"US_SRR",2015,306,671,12.66354167,-40.94681921,244.3443868,NA,0.486684286,0,0.009,500,8.402083333,0.51265,2000,2.391633574,-0.986738276,3.37837185,0.00174561
+"US_SRR",2015,307,672,13.23565625,-43.97299377,295.8974245,NA,0.486445714,0,0.009,500,8.390625,0.523017857,2000,0.78134556,-2.639133845,3.420479406,0.003930793
+"US_SRR",2015,308,673,13.10280417,-44.8572264,282.8848775,NA,0.486207143,0,0.009,500,8.345833333,0.533385714,2000,0.521394357,-2.862327222,3.383721578,0.003175817
+"US_SRR",2015,309,674,10.66905417,-36.34717781,287.9304331,NA,0.485968571,0,0.009,500,8.234375,0.543753571,2000,0.800258053,-2.326891298,3.127149351,0.002825403
+"US_SRR",2015,310,675,11.98517292,-7.712209484,307.880166,NA,0.48573,0,0.009,500,8.16875,0.554121429,2000,0.710912492,-2.450171228,3.16108372,0.003228486
+"US_SRR",2015,311,676,11.91893333,-1.380335635,301.0318035,NA,0.485491429,0,0.009,500,8.038541667,0.564489286,2000,0.808367372,-2.338422969,3.146790341,0.003067693
+"US_SRR",2015,312,677,12.35507292,-0.121663505,206.8853426,NA,0.485014286,0,0.009,500,7.753125,0.574857143,2000,1.782801278,-1.367954435,3.150755713,0.001846655
+"US_SRR",2015,313,678,9.999120833,-0.197372345,227.1108623,NA,0.484775714,0,0.009,500,7.53125,0.585225,2000,1.563084645,-1.278877383,2.841962029,0.000683366
+"US_SRR",2015,314,679,10.61662917,0.112202824,356.0923253,NA,0.484537143,0,0.009,500,7.358333333,0.595592857,2000,0.962088823,-1.874540433,2.836629256,0.002519435
+"US_SRR",2015,315,680,9.134360417,-0.356695365,337.8539755,NA,0.484298571,0,0.009,500,7.248958333,0.605960714,2000,0.74100201,-1.928500693,2.669502703,0.002168751
+"US_SRR",2015,316,681,9.698389583,-3.346687784,330.2422963,NA,0.48406,0,0.009,500,7.33125,0.616328571,2000,0.791466793,-1.894782902,2.686249695,0.002394023
+"US_SRR",2015,317,682,10.44831875,-7.316537047,327.4097176,NA,0.483881429,0,0.009,500,7.36875,0.626696429,2000,0.840212347,-1.885141093,2.725353439,0.002535168
+"US_SRR",2015,318,683,10.74221458,-10.86471746,309.9433721,NA,0.483702857,0,0.009,500,7.283333333,0.637064286,2000,0.958119818,-1.782955364,2.741075183,0.002462924
+"US_SRR",2015,319,684,12.07044375,-13.99700602,278.1039516,NA,0.483524286,0,0.009,500,7.321875,0.647432143,2000,1.360784713,-1.484584711,2.845369424,0.005959454
+"US_SRR",2015,320,685,10.4922875,-17.20915878,244.1987919,NA,0.483345714,0,0.009,500,7.459375,0.6578,2000,0.556617782,-1.987350659,2.543968441,0.003410225
+"US_SRR",2015,321,686,10.89711875,-20.56497591,283.3030991,NA,0.483167143,0,0.009,500,7.494791667,0.655389286,2000,0.838878537,-1.734641502,2.573520039,0.002657951
+"US_SRR",2015,322,687,11.68251667,-24.28008063,289.5350221,NA,0.482988571,0,0.009,500,7.653125,0.652978571,2000,0.901186653,-1.795729839,2.696916492,0.002726894
+"US_SRR",2015,323,688,11.86153333,-27.99655359,331.3502501,NA,0.48281,0,0.009,500,7.88125,0.650567857,2000,1.043906915,-1.689653435,2.73356035,0.002696991
+"US_SRR",2015,324,689,13.6404375,-31.36311387,305.0118765,NA,0.482631429,0,0.009,500,7.909375,0.648157143,2000,1.129241273,-1.741004409,2.870245682,0.002943131
+"US_SRR",2015,325,690,12.74104167,-34.88975731,270.1149806,NA,0.482452857,0,0.009,500,7.90625,0.645746429,2000,1.149212247,-1.628541863,2.77775411,0.0027193
+"US_SRR",2015,326,691,11.97019792,-35.32237201,261.9944429,NA,0.482274286,0,0.009,500,7.94375,0.643335714,2000,1.107998603,-1.560720667,2.66871927,0.002425356
+"US_SRR",2015,327,692,10.96937083,1.757071117,282.7015754,NA,0.482095714,0,0.009,500,8.114583333,0.640925,2000,0.608291052,-1.941139859,2.549430911,0.00176103
+"US_SRR",2015,328,693,10.86909167,0.834274616,184.4601627,NA,0.481917143,0,0.009,500,8.5,0.638514286,2000,1.386360739,-1.044209335,2.430570073,0.001177317
+"US_SRR",2015,329,694,6.915579167,-1.283748588,257.8502032,NA,0.481738571,0,0.009,500,8.654166667,0.636103571,2000,0.884682055,-1.114349165,1.99903122,0.001372022
+"US_SRR",2015,330,695,7.25348,-5.35626593,222.2620402,NA,0.48156,0,0.009,500,8.717708333,0.633692857,2000,0.745421356,-1.20510499,1.950526346,0.001555006
+"US_SRR",2015,331,696,9.765927083,-9.290997238,190.13886,NA,0.481487857,0,0.009,500,8.772916667,0.631282143,2000,0.714548431,-1.331862988,2.046411419,0.001980481
+"US_SRR",2015,332,697,6.95075,-13.70922121,218.481714,NA,0.481415714,0,0.009,500,8.805208333,0.628871429,2000,0.666587405,-1.167465631,1.834053035,0.001142662
+"US_SRR",2015,333,698,4.864831875,-18.7916965,253.6911549,NA,0.481343571,0,0.009,500,8.816666667,0.626460714,2000,0.429617079,-1.336905799,1.766522878,0.000474997
+"US_SRR",2015,334,699,5.864967708,-22.94098686,200.4331584,NA,0.481271429,0,0.009,500,8.823958333,0.62405,2000,0.760387575,-0.962793017,1.723180592,-0.0000148
+"US_SRR",2015,335,700,7.035408333,-24.15947351,276.4162161,NA,0.481199286,0,0.009,500,8.860416667,0.621639286,2000,0.551226409,-1.313636675,1.864863084,0.000870496
+"US_SRR",2015,336,701,9.5804125,-18.34347382,245.189572,NA,0.481127143,0,0.009,500,8.867708333,0.619228571,2000,0.840991958,-1.146608954,1.987600912,0.00129272
+"US_SRR",2015,337,702,8.54398125,-22.12146654,180.6116978,NA,0.481055,0,0.009,500,8.989583333,0.616817857,2000,1.184170959,-0.74677072,1.930941679,0.000703832
+"US_SRR",2015,338,703,9.373754167,-19.47474834,319.5339671,NA,0.480982857,0,0.009,500,8.817708333,0.614407143,2000,0.782714009,-1.19718185,1.979895859,0.001548181
+"US_SRR",2015,339,704,7.803510417,-9.656872621,249.2908434,NA,0.480910714,0,0.009,500,8.957291667,0.611996429,2000,1.00002314,-0.838502781,1.838525921,0.000746421
+"US_SRR",2015,340,705,11.37430833,-11.04400654,267.4078721,NA,0.480838571,0,0.009,500,9.011458333,0.609585714,2000,1.23829624,-0.952672377,2.190968617,0.001423187
+"US_SRR",2015,341,706,12.73314583,-18.78936544,223.158015,NA,0.480766429,0,0.009,500,8.867708333,0.607175,2000,0.989302599,-1.3663148,2.355617398,0.0015129
+"US_SRR",2015,342,707,10.99550208,-23.62414006,216.6657866,NA,0.480694286,0,0.009,500,8.609375,0.604764286,2000,1.572915976,-0.583240649,2.156156625,0.00114014
+"US_SRR",2015,343,708,12.7405,-27.56160783,240.3510243,NA,0.480622143,0,0.009,500,8.332291667,0.602353571,2000,1.686791569,-0.717377361,2.40416893,0.001591263
+"US_SRR",2015,344,709,13.49012083,-32.50193901,244.6993928,NA,0.48055,0,0.009,500,8.222916667,0.599942857,2000,1.813853385,-0.721141077,2.534994462,0.002012249
+"US_SRR",2015,345,710,9.641491667,-36.89203821,247.9481511,NA,0.477471429,0,0.009,500,8.120833333,0.597532143,2000,1.362699229,-0.699221008,2.061920238,0.001780026
+"US_SRR",2015,346,711,9.988185417,-40.94681921,253.8986321,NA,0.474392857,0,0.009,500,7.978125,0.595121429,2000,1.172699915,-0.90694024,2.079640156,0.001550601
+"US_SRR",2015,347,712,10.28907917,-43.97299377,187.2172551,NA,0.471314286,0,0.009,500,7.930208333,0.592710714,2000,1.604704121,-0.462553831,2.067257953,0.001181378
+"US_SRR",2015,348,713,8.0442,-44.8572264,208.0822817,NA,0.468235714,0,0.009,500,7.94375,0.5903,2000,0.926155124,-0.941721466,1.86787659,0.001305249
+"US_SRR",2015,349,714,8.95006875,-36.34717781,209.0627242,NA,0.465157143,0,0.009,500,7.9875,0.606193182,2000,0.883202222,-1.013268088,1.89647031,0.001439698
+"US_SRR",2015,350,715,5.491735417,-7.712209484,257.6655402,NA,0.462078571,0,0.009,500,7.86875,0.622086364,2000,0.798338783,-0.856143512,1.654482295,0.000548717
+"US_SRR",2015,351,716,7.48051875,-1.380335635,271.3143384,NA,0.459,0,0.009,500,7.814583333,0.637979545,2000,0.959743514,-0.829123462,1.788866975,0.000707771
+"US_SRR",2015,352,717,9.04515,-0.121663505,271.0911222,NA,0.455921429,0,0.009,500,7.463541667,0.653872727,2000,1.203382366,-0.666215507,1.869597874,0.000860228
+"US_SRR",2015,353,718,9.39459375,-0.197372345,287.8175422,NA,0.452842857,0,0.009,500,7.176041667,0.669765909,2000,1.400648855,-0.490003631,1.890652485,0.00099367
+"US_SRR",2015,354,719,7.000183333,0.112202824,215.5912812,NA,0.449764286,0,0.009,500,6.770833333,0.685659091,2000,1.267438086,-0.414544915,1.681983001,0.000000483
+"US_SRR",2015,355,720,11.39493542,-0.356695365,199.6774434,NA,0.446685714,0,0.009,500,6.4125,0.701552273,2000,1.70030144,-0.394500936,2.094802376,0.000651988
+"US_SRR",2015,356,721,13.82483333,-3.346687784,236.8632725,NA,0.443607143,0,0.009,500,6.544791667,0.717445455,2000,1.969232823,-0.507627249,2.476860071,0.001654199
+"US_SRR",2015,357,722,9.488158333,-7.316537047,198.518709,NA,0.440528571,0,0.009,500,6.277083333,0.733338636,2000,1.177169502,-0.76479335,1.941962853,0.002345177
+"US_SRR",2015,358,723,7.946054167,-10.86471746,224.4425987,NA,0.43745,0,0.009,500,6.123958333,0.749231818,2000,1.177223301,-0.579698089,1.75692139,0.0009739
+"US_SRR",2015,359,724,5.55205,-13.99700602,204.6437454,NA,0.435583571,0,0.009,500,6.098958333,0.765125,2000,0.700611422,-0.88394481,1.584556232,0.0000829
+"US_SRR",2015,360,725,7.173438125,-17.20915878,190.4561403,NA,0.433717143,0,0.009,500,6.020833333,0.781018182,2000,0.8191256,-0.845777023,1.664902623,-0.000241375
+"US_SRR",2015,361,726,2.896651667,-20.56497591,193.3851201,NA,0.431850714,0,0.009,500,5.752083333,0.796911364,2000,0.871464001,-0.574754286,1.446218287,-0.00175194
+"US_SRR",2015,362,727,5.397122917,-24.28008063,292.105505,NA,0.429984286,0,0.009,500,5.41875,0.812804545,2000,0.725153964,-0.815065637,1.540219601,-0.000305262
+"US_SRR",2015,363,728,5.95614375,-27.99655359,243.6800428,NA,0.428117857,0,0.009,500,5.208333333,0.828697727,2000,0.73788797,-0.837899399,1.57578737,-0.000741489
+"US_SRR",2015,364,729,4.204835208,-31.36311387,237.9280071,NA,0.426251429,0,0.009,500,5.1125,0.844590909,2000,0.898104785,-0.596083756,1.494188541,-0.001702199
+"US_SRR",2015,365,730,4.201404792,-34.88975731,243.4173987,NA,0.424385,0,0.009,500,4.927083333,0.860484091,2000,0.621834659,-0.888334306,1.510168964,-0.002047713
+"US_SRR",2016,1,731,4.343229167,0.480358594,215.8993665,NA,0.422518571,0,0.009,500,4.888541667,0.876377273,2000,0.616934972,-0.856412639,1.473347611,-0.002408549
+"US_SRR",2016,2,732,6.379929167,0.338771915,225.6769248,NA,0.420652143,0,0.009,500,4.744791667,0.892270455,2000,0.867930724,-0.665811106,1.53374183,-0.00244502
+"US_SRR",2016,3,733,8.515545833,0.412859147,206.4778876,NA,0.418785714,0,0.009,500,4.469791667,0.908163636,2000,0.921395545,-0.724698376,1.646093921,-0.001956307
+"US_SRR",2016,4,734,8.445554167,-0.031562891,249.5926801,NA,0.416919286,0,0.009,500,4.30625,0.924056818,2000,1.126684416,-0.508562846,1.635247263,-0.00088333
+"US_SRR",2016,5,735,9.45908125,-2.090397391,178.3486938,NA,0.415052857,0,0.009,500,4.48125,0.93995,2000,1.274727214,-0.457614773,1.732341987,-0.000313667
+"US_SRR",2016,6,736,8.7655625,-4.884327225,210.5608087,NA,0.413186429,0,0.009,500,4.564583333,0.955843182,2000,1.24279864,-0.431209386,1.674008026,-0.000497927
+"US_SRR",2016,7,737,7.60825,-8.066632259,227.7542495,NA,0.41132,0,0.009,500,4.523958333,0.971736364,2000,1.147014136,-0.479606778,1.626620914,-0.00014164
+"US_SRR",2016,8,738,6.233341667,-2.563197575,259.5912579,NA,0.410267857,0,0.009,500,4.445833333,0.987629545,2000,1.009539929,-0.544844306,1.554384234,-0.000899666
+"US_SRR",2016,9,739,8.65864375,-0.130481001,234.9693136,NA,0.409215714,0,0.009,500,4.573958333,1.003522727,2000,1.255438728,-0.435677761,1.691116489,-0.000456681
+"US_SRR",2016,10,740,9.789766667,-3.865045028,252.6871984,NA,0.408163571,0,0.009,500,4.627083333,1.019415909,2000,1.124147083,-0.679909635,1.804056718,0.000215649
+"US_SRR",2016,11,741,10.21977292,-7.284256906,257.4273907,NA,0.407111429,0,0.009,500,4.534375,1.035309091,2000,1.187831087,-0.683060701,1.870891788,0.000309846
+"US_SRR",2016,12,742,9.359452083,-9.720064672,233.4365497,NA,0.406059286,0,0.009,500,4.29375,1.051202273,2000,1.168411081,-0.633903423,1.802314505,0.000207553
+"US_SRR",2016,13,743,11.992375,-11.32449411,210.3587894,NA,0.405007143,0,0.009,500,4.238541667,1.067095455,2000,1.342731305,-0.758852984,2.101584289,0.000342995
+"US_SRR",2016,14,744,8.52921875,-12.35852281,214.8877782,NA,0.403955,0,0.009,500,4.064583333,1.082988636,2000,1.344806293,-0.390161965,1.734968258,-0.000302914
+"US_SRR",2016,15,745,9.32541875,-11.92205678,324.1523684,NA,0.402902857,0,0.009,500,3.921875,1.098881818,2000,1.087681626,-0.703263087,1.790944714,0.000931757
+"US_SRR",2016,16,746,10.67048125,-10.23786449,213.4389725,NA,0.401850714,0,0.009,500,3.785416667,1.114775,2000,1.580973235,-0.368560299,1.949533534,-0.000126915
+"US_SRR",2016,17,747,12.0395,-10.99089886,204.7619774,NA,0.400798571,0,0.009,500,3.6,1.130668182,2000,1.756293132,-0.345914149,2.102207281,0.000105722
+"US_SRR",2016,18,748,13.07702083,-9.780114856,286.8474457,NA,0.399746429,0,0.009,500,3.423958333,1.146561364,2000,1.59623305,-0.660905562,2.257138612,0.000886292
+"US_SRR",2016,19,749,13.03710417,-10.09612578,230.0939211,NA,0.398694286,0,0.009,500,2.55,1.162454545,2000,1.567016292,-0.711544032,2.278560325,0.000797892
+"US_SRR",2016,20,750,11.08282917,-12.81090086,288.1818334,NA,0.397642143,0,0.009,500,1.645833333,1.178347727,2000,1.241409711,-0.822960069,2.064369779,0.000737908
+"US_SRR",2016,21,751,11.54732083,-14.54951839,212.7605346,NA,0.39659,0,0.009,500,1.638541667,1.194240909,2000,1.604446403,-0.523558321,2.128004724,0.00018889
+"US_SRR",2016,22,752,12.28220833,-9.267078514,213.8727652,NA,0.394058571,0,0.009,500,1.705208333,1.210134091,2000,1.732427772,-0.451614183,2.184041955,0.000261307
+"US_SRR",2016,23,753,12.02945417,-10.18227373,229.1193684,NA,0.391527143,0,0.009,500,1.648958333,1.226027273,2000,1.388351398,-0.765978702,2.1543301,0.002626571
+"US_SRR",2016,24,754,10.47802083,-10.41147793,251.8474609,NA,0.388995714,0,0.009,500,1.615625,1.241920455,2000,0.758286959,-1.21950504,1.977791999,-0.000142535
+"US_SRR",2016,25,755,11.34265625,-8.711221578,264.9462465,NA,0.386464286,0,0.009,500,1.520833333,1.257813636,2000,1.218438096,-0.861344871,2.079782967,0.00021663
+"US_SRR",2016,26,756,9.519958333,-10.75926225,331.3858832,NA,0.383932857,0,0.009,500,1.466666667,1.273706818,2000,0.992747861,-0.900783306,1.893531168,0.000556472
+"US_SRR",2016,27,757,11.0858125,-12.09860939,294.0408358,NA,0.381401429,0,0.009,500,1.430208333,1.2896,2000,1.003061522,-1.055280843,2.058342365,0.001014342
+"US_SRR",2016,28,758,10.49260208,-12.35391136,267.7675809,NA,0.37887,0,0.009,500,1.401041667,1.30135,2000,1.217360057,-0.778594536,1.995954593,0.0000305
+"US_SRR",2016,29,759,12.96739583,-7.048667618,216.6537108,NA,0.376338571,0,0.009,500,1.298958333,1.3131,2000,1.826674126,-0.436929011,2.263603137,0.000279572
+"US_SRR",2016,30,760,11.55381667,-0.681878514,326.6453672,NA,0.373807143,0,0.009,500,1.438541667,1.32485,2000,1.265581722,-0.842068602,2.107650324,0.001881413
+"US_SRR",2016,31,761,9.7211625,0.297218201,226.1756256,NA,0.371275714,0,0.009,500,1.40625,1.3366,2000,1.028871902,-0.857629066,1.886500969,0.000173716
+"US_SRR",2016,32,762,9.09944375,-0.361205463,257.2705924,NA,0.368744286,0,0.009,500,1.501041667,1.34835,2000,0.662149132,-1.131814371,1.793963503,0.000228396
+"US_SRR",2016,33,763,6.871672917,-2.332625138,214.5427572,NA,0.366212857,0,0.009,500,1.35,1.3601,2000,1.089353529,-0.512290219,1.601643748,-0.000997876
+"US_SRR",2016,34,764,7.233752083,-5.846853131,320.1559084,NA,0.363681429,0,0.009,500,1.375,1.37185,2000,0.995439987,-0.652078778,1.647518764,-0.000791893
+"US_SRR",2016,35,765,9.553333333,-8.691356875,298.1338725,NA,0.36115,0,0.009,500,1.429166667,1.3836,2000,0.858902948,-0.975523795,1.834426742,0.000224246
+"US_SRR",2016,36,766,8.549620833,-10.73483677,366.0109888,NA,0.359076429,0,0.009,500,1.440625,1.39535,2000,0.800502073,-0.981681791,1.782183865,-0.0000517
+"US_SRR",2016,37,767,10.54078958,-12.36115792,380.7474117,NA,0.357002857,0,0.009,500,1.535416667,1.4071,2000,0.804770603,-1.160417165,1.965187768,0.000479842
+"US_SRR",2016,38,768,12.08429167,-13.86793613,373.6090964,NA,0.354929286,0,0.009,500,1.614583333,1.41885,2000,0.887974581,-1.238065834,2.126040415,0.001254966
+"US_SRR",2016,39,769,14.17515417,-15.04583189,331.6028864,NA,0.352855714,0,0.009,500,1.726041667,1.4306,2000,1.040946489,-1.316171096,2.357117585,0.001772212
+"US_SRR",2016,40,770,14.15634792,-15.93928742,310.3663693,NA,0.350782143,0,0.009,500,1.844791667,1.44235,2000,1.080649771,-1.292840573,2.373490344,0.001930637
+"US_SRR",2016,41,771,12.80629583,-16.53538051,335.3830484,NA,0.348708571,0,0.009,500,1.91875,1.4541,2000,1.042035719,-1.209426264,2.251461983,0.001487337
+"US_SRR",2016,42,772,13.37651458,-17.1705949,339.8547656,NA,0.346635,0,0.009,500,1.946875,1.46585,2000,1.066071965,-1.263228112,2.329300077,0.00169114
+"US_SRR",2016,43,773,14.17294583,-17.49086255,340.9461689,NA,0.344561429,0,0.009,500,1.998958333,1.4776,2000,0.909062332,-1.532314274,2.441376607,0.001944453
+"US_SRR",2016,44,774,15.03102917,-18.49154693,392.323955,NA,0.342487857,0,0.009,500,2.065625,1.48935,2000,0.349919899,-2.253899284,2.603819183,0.00096205
+"US_SRR",2016,45,775,17.54789583,-18.63744101,325.4590563,NA,0.340414286,0,0.009,500,2.1375,1.5011,2000,1.473585872,-1.442470224,2.916056096,0.002606595
+"US_SRR",2016,46,776,17.22520833,-19.34821222,379.6730693,NA,0.338340714,0,0.009,500,2.155208333,1.51285,2000,0.887041962,-2.093008094,2.980050056,0.002687934
+"US_SRR",2016,47,777,15.21769792,-20.36328837,387.0580835,NA,0.336267143,0,0.009,500,2.140625,1.5246,2000,0.774252208,-2.048788919,2.823041127,0.001879644
+"US_SRR",2016,48,778,14.79914583,-21.08931283,294.8929536,NA,0.334193571,0,0.009,500,2.116666667,1.53635,2000,1.277937588,-1.547838172,2.82577576,0.001354211
+"US_SRR",2016,49,779,11.89604583,-21.48503594,333.8490257,NA,0.33212,0,0.009,500,2.21875,1.5481,2000,0.415835347,-1.947954934,2.363790281,-0.0000853
+"US_SRR",2016,50,780,10.59452083,-22.38604208,261.5009418,NA,0.328875714,0,0.009,500,2.326041667,1.55985,2000,1.033197224,-1.084493689,2.117690913,0.0000345
+"US_SRR",2016,51,781,9.640195833,-23.5257287,410.9133524,NA,0.325631429,0,0.009,500,2.404166667,1.5716,2000,0.365165256,-1.661836168,2.027001424,0.000875647
+"US_SRR",2016,52,782,10.69579792,-24.35462394,427.0445706,NA,0.322387143,0,0.009,500,2.41875,1.58335,2000,0.162610805,-2.005594032,2.168204837,0.001294253
+"US_SRR",2016,53,783,12.77363125,-24.82575184,421.3624335,NA,0.319142857,0,0.009,500,2.430208333,1.5951,2000,0.477024546,-1.948201858,2.425226404,0.002932799
+"US_SRR",2016,54,784,12.0725875,-25.76395362,438.5652473,NA,0.315898571,0,0.009,500,2.457291667,1.60685,2000,0.52297779,-1.888754842,2.411732632,0.001889756
+"US_SRR",2016,55,785,12.65292292,-26.38928634,413.2064234,NA,0.312654286,0,0.009,500,2.476041667,1.6186,2000,0.432244653,-2.074208545,2.506453197,0.002092659
+"US_SRR",2016,56,786,13.85121458,-26.68153057,424.9032198,NA,0.30941,0,0.009,500,2.495833333,1.592935714,2000,0.515023481,-2.209367879,2.724391359,0.002137875
+"US_SRR",2016,57,787,14.14838958,-16.2666496,368.2213609,NA,0.306165714,0,0.009,500,2.50625,1.567271429,2000,0.487200081,-2.368867643,2.856067724,0.001575696
+"US_SRR",2016,58,788,14.0721375,-8.346765101,339.7661125,NA,0.302921429,0,0.009,500,2.538541667,1.541607143,2000,0.312850389,-2.609475852,2.922326242,0.001820312
+"US_SRR",2016,59,789,12.88188542,-6.557725691,335.5816688,NA,0.299677143,0,0.009,500,2.544791667,1.515942857,2000,0.107347722,-2.672508867,2.779856589,0.00179697
+"US_SRR",2016,60,790,13.77887708,-0.136460681,455.7871654,NA,0.296432857,0,0.009,500,2.558333333,1.490278571,2000,0.380147938,-2.55704779,2.937195728,0.001764036
+"US_SRR",2016,61,791,14.5966375,-0.531068938,442.1752343,NA,0.293188571,0,0.009,500,2.58125,1.464614286,2000,0.302750372,-2.813705957,3.116456329,0.001775211
+"US_SRR",2016,62,792,14.87765,-2.199501228,426.768755,NA,0.289944286,0,0.009,500,2.585416667,1.43895,2000,0.491104113,-2.796939113,3.288043225,0.002666072
+"US_SRR",2016,63,793,15.08679167,-5.265506538,334.514315,NA,0.2867,0,0.009,500,2.61875,1.413285714,2000,0.847250582,-2.53012766,3.377378241,0.000865342
+"US_SRR",2016,64,794,15.23160417,-8.07078763,254.7801501,NA,0.2867,0,0.009,500,2.601041667,1.387621429,2000,1.740566243,-1.644123082,3.384689325,-0.00064143
+"US_SRR",2016,65,795,15.29772917,-10.21125998,223.684181,NA,0.2867,0,0.009,500,2.610416667,1.361957143,2000,1.899236742,-1.443465627,3.342702369,-0.000459525
+"US_SRR",2016,66,796,12.35962708,-11.83940543,366.9715144,NA,0.2867,0,0.009,500,2.578125,1.336292857,2000,-0.011876723,-2.85439857,2.842521847,-0.003212714
+"US_SRR",2016,67,797,10.32945625,-12.86831593,313.8443913,NA,0.2867,0,0.009,500,2.404166667,1.310628571,2000,0.527499358,-1.890266584,2.417765942,0.000515091
+"US_SRR",2016,68,798,9.89988125,-14.10504567,325.2622037,NA,0.2867,0,0.009,500,2.205208333,1.284964286,2000,-0.34502127,-2.566077886,2.221056617,0.001577476
+"US_SRR",2016,69,799,11.58379583,-15.15772287,307.101691,NA,0.2867,0,0.009,500,2.155208333,1.2593,2000,1.041659239,-1.397813642,2.439472881,0.000983651
+"US_SRR",2016,70,800,13.78654167,-16.12328929,247.6437999,NA,0.2867,0,0.009,500,2.165625,1.233635714,2000,1.403093117,-1.272859921,2.675953038,0.001594683
+"US_SRR",2016,71,801,11.94233333,-16.58093757,234.7847266,NA,0.2867,0,0.009,500,1.878125,1.207971429,2000,1.18509353,-1.251035629,2.436129159,0.001393142
+"US_SRR",2016,72,802,11.61354167,-12.03440384,207.0308808,NA,0.2867,0,0.009,500,1.732291667,1.182307143,2000,0.929374044,-1.325660373,2.255034417,0.002282864
+"US_SRR",2016,73,803,12.28333333,-8.783028422,143.7986,NA,0.2867,0,0.009,500,1.364583333,1.156642857,2000,1.404755017,-1.012451586,2.417206602,0.001633879
+"US_SRR",2016,74,804,12.13958333,-8.593908349,444.3999034,NA,0.2867,0,0.009,500,0.973958333,1.130978571,2000,-0.398336042,-2.877068262,2.47873222,0.003479132
+"US_SRR",2016,75,805,11.97936667,-4.920306661,431.8905401,NA,0.2867,0,0.009,500,0.93125,1.105314286,2000,-0.44755663,-3.120857716,2.673301086,0.002587988
+"US_SRR",2016,76,806,14.48153125,-6.809784438,495.9143895,NA,0.2867,0,0.009,500,1.20625,1.07965,2000,-0.452123217,-3.595053007,3.14292979,0.003249381
+"US_SRR",2016,77,807,15.9123625,-9.275237231,528.868466,NA,0.2867,0,0.009,500,1.2,1.053985714,2000,-0.72763328,-4.257965165,3.530331885,0.002559853
+"US_SRR",2016,78,808,13.97644792,-11.67775135,485.5165444,NA,0.2867,0,0.009,500,1.090625,1.028321429,2000,-1.208719463,-4.677157495,3.468438032,0.003996621
+"US_SRR",2016,79,809,14.50547917,-14.63277784,509.5337809,NA,0.2867,0,0.009,500,1.058333333,1.002657143,2000,-1.560679071,-5.164748781,3.604069709,0.003411191
+"US_SRR",2016,80,810,14.21658333,-21.12833278,327.5743926,NA,0.2867,0,0.009,500,1.055208333,0.976992857,2000,0.416130327,-3.163269801,3.579400128,0.001168101
+"US_SRR",2016,81,811,12.7951375,1.040168201,334.6757764,NA,0.2867,0,0.009,500,1.092708333,0.951328571,2000,-0.0187998,-3.297429161,3.278629361,0.001993274
+"US_SRR",2016,82,812,11.60716042,-3.682512738,453.1373044,NA,0.2867,0,0.009,500,1.134375,0.925664286,2000,-0.990412802,-3.988222512,2.99780971,-0.000303822
+"US_SRR",2016,83,813,12.933725,-10.70473567,517.8848727,NA,0.2867,0,0.009,500,1.165625,0.9,2000,-0.962425836,-4.250210187,3.287784351,0.00276599
+"US_SRR",2016,84,814,14.75224792,-8.285904113,423.4164627,NA,0.2867,0,0.009,500,1.161458333,0.896539286,2000,-1.372780308,-5.036495091,3.663714783,0.002447285
+"US_SRR",2016,85,815,15.25877083,-10.68076627,443.9303791,NA,0.2867,0,0.009,500,1.15,0.893078571,2000,-1.356748633,-5.268423125,3.911674493,0.003461297
+"US_SRR",2016,86,816,16.10641667,-12.56836906,446.1315727,NA,0.2867,0,0.009,500,1.159375,0.889617857,2000,-1.302767409,-5.442758398,4.139990989,0.004577747
+"US_SRR",2016,87,817,14.46375,-13.83433843,424.8826092,NA,0.2867,0,0.009,500,1.195833333,0.886157143,2000,-1.005451283,-5.053255804,4.04780452,0.003188284
+"US_SRR",2016,88,818,10.93698333,-14.606224,335.9298551,NA,0.2867,0,0.009,500,1.246875,0.882696429,2000,-0.963719506,-4.310741634,3.347022127,0.00282976
+"US_SRR",2016,89,819,12.18765417,-15.15002023,434.4126146,NA,0.2867,0,0.009,500,1.125,0.879235714,2000,-0.988987532,-4.334520334,3.345532802,0.002203371
+"US_SRR",2016,90,820,12.69639375,-15.59570915,502.6408315,NA,0.2867,0,0.009,500,1.160416667,0.875775,2000,-1.298160435,-4.853013376,3.554852941,0.00096228
+"US_SRR",2016,91,821,13.48546875,-15.22740135,500.0251352,NA,0.2867,0,0.009,500,1.280208333,0.872314286,2000,-1.201677514,-4.892571493,3.69089398,0.000538986
+"US_SRR",2016,92,822,13.61036042,-13.4554395,505.9952023,NA,0.2867,0,0.009,500,1.357291667,0.868853571,2000,-1.497810501,-5.306383771,3.80857327,0.003336461
+"US_SRR",2016,93,823,14.67450625,-15.27351584,510.4141019,NA,0.2867,0,0.009,500,1.383333333,0.865392857,2000,-1.197031878,-5.166989309,3.969957431,0.002791943
+"US_SRR",2016,94,824,13.60362917,-17.40253557,525.2515099,NA,0.2867,0,0.009,500,1.380208333,0.861932143,2000,-1.325416202,-5.368851646,4.043435444,0.001989725
+"US_SRR",2016,95,825,16.5145625,-18.2533732,522.6315058,NA,0.2867,0,0.009,500,1.382291667,0.858471429,2000,-0.914719577,-5.318949838,4.404230261,0.002262643
+"US_SRR",2016,96,826,18.19708333,-5.375218478,529.8483528,NA,0.29753,0,0.009,500,1.386458333,0.855010714,2000,-0.002613555,-4.837933992,4.835320437,0.002654821
+"US_SRR",2016,97,827,19.611,-1.604016237,538.3448574,NA,0.301605,0,0.009,500,1.375,0.85155,2000,0.271616041,-4.953038043,5.224654084,0.002129425
+"US_SRR",2016,98,828,17.07708333,-5.17758496,451.5627051,NA,0.30568,0,0.009,500,1.434375,0.848089286,2000,-0.897648586,-5.902113464,5.004464879,0.002509035
+"US_SRR",2016,99,829,15.9579375,-8.359839319,446.6182516,NA,0.309755,0,0.009,500,1.547916667,0.844628571,2000,-2.637621887,-7.315175145,4.677553258,0.000768404
+"US_SRR",2016,100,830,14.18497917,-10.87895721,232.4547707,NA,0.31383,0,0.009,500,1.641666667,0.841167857,2000,1.714570844,-2.531928298,4.246499142,-0.000601549
+"US_SRR",2016,101,831,13.65675,-12.64585153,289.4882272,NA,0.317905,0,0.009,500,1.679166667,0.837707143,2000,0.086498083,-3.911609044,3.998107127,0.002120122
+"US_SRR",2016,102,832,15.038,-14.00146544,513.6422954,NA,0.32198,0,0.009,500,1.705208333,0.834246429,2000,-2.176641587,-6.505873137,4.32923155,0.003278114
+"US_SRR",2016,103,833,14.28275,-15.93442259,468.9994374,NA,0.326055,0,0.009,500,1.747916667,0.830785714,2000,-3.249157411,-7.686882215,4.437724804,0.002792157
+"US_SRR",2016,104,834,14.13892708,-17.72832683,549.8093485,NA,0.33013,0,0.009,500,1.71875,0.827325,2000,-2.502041804,-6.912804432,4.410762628,0.003829455
+"US_SRR",2016,105,835,13.09506042,-18.61732293,503.1862546,NA,0.334205,0,0.009,500,1.739583333,0.823864286,2000,-2.947232346,-7.176187198,4.228954852,0.004246087
+"US_SRR",2016,106,836,14.55728125,-6.075550583,551.1924303,NA,0.33828,0,0.009,500,1.782291667,0.820403571,2000,-1.330419746,-5.588651693,4.258231947,0.004039102
+"US_SRR",2016,107,837,18.59735417,-8.491797698,555.3109247,NA,0.343100714,0,0.009,500,1.758333333,0.816942857,2000,-0.36859026,-5.305566662,4.936976402,0.003575849
+"US_SRR",2016,108,838,18.71257708,-10.71395856,580.1409989,NA,0.347921429,0,0.009,500,1.746875,0.813482143,2000,-0.868617153,-6.153449256,5.284832103,0.003119621
+"US_SRR",2016,109,839,19.87545833,-9.252737416,574.9384977,NA,0.352742143,0,0.009,500,1.752083333,0.810021429,2000,-0.651240898,-6.409012416,5.757771519,0.002501847
+"US_SRR",2016,110,840,19.176625,-12.75672901,493.132658,NA,0.357562857,0,0.009,500,1.778125,0.806560714,2000,-0.046537254,-5.89919034,5.852653087,0.002044321
+"US_SRR",2016,111,841,17.15164583,-15.28436034,556.3309759,NA,0.362383571,0,0.009,500,1.798958333,0.8031,2000,-1.610777743,-7.105583952,5.494806209,0.000638129
+"US_SRR",2016,112,842,16.68139583,-17.51199414,505.2800829,NA,0.367204286,0,0.009,500,1.804166667,0.817258621,2000,-1.822679721,-7.245197168,5.422517448,0.004448633
+"US_SRR",2016,113,843,14.21083333,-19.75787103,391.4106047,NA,0.372025,0,0.009,500,1.795833333,0.831417241,2000,-0.726997893,-5.638271368,4.911273475,0.002818828
+"US_SRR",2016,114,844,13.68404583,-21.54685976,572.8600207,NA,0.376845714,0,0.009,500,1.8375,0.845575862,2000,-2.495420705,-7.094390887,4.598970182,0.002544529
+"US_SRR",2016,115,845,14.74095833,-22.72130961,533.5668979,NA,0.381666429,0,0.009,500,1.852083333,0.859734483,2000,-3.186800151,-7.958614846,4.771814696,0.001106435
+"US_SRR",2016,116,846,13.29184375,-22.49114257,548.0068923,NA,0.386487143,0,0.009,500,1.923958333,0.873893103,2000,-2.176910287,-6.601960322,4.425050035,0.003205047
+"US_SRR",2016,117,847,13.6136,-17.59145295,526.6805654,NA,0.391307857,0,0.009,500,1.911458333,0.888051724,2000,-2.953759223,-7.398128862,4.444369639,0.002814875
+"US_SRR",2016,118,848,13.57338958,-18.90976986,527.3763689,NA,0.396128571,0,0.009,500,1.885416667,0.902210345,2000,-3.066141012,-7.437640501,4.37149949,0.002952433
+"US_SRR",2016,119,849,16.19431875,-10.11401415,579.3042195,NA,0.400949286,0,0.009,500,1.910416667,0.916368966,2000,-1.545862011,-6.324444811,4.7785828,0.002496946
+"US_SRR",2016,120,850,16.31033333,-10.21865856,556.3693372,NA,0.40577,0,0.009,500,1.91875,0.930527586,2000,-2.532089758,-7.509174521,4.977084762,0.002531929
+"US_SRR",2016,121,851,21.10002083,-14.16453843,557.5660624,NA,0.407057857,0,0.009,500,1.938541667,0.944686207,2000,-0.766001272,-6.03552309,5.269521818,0.004729655
+"US_SRR",2016,122,852,20.35541667,-8.658012554,576.0296028,NA,0.408345714,0,0.009,500,1.935416667,0.958844828,2000,-0.592054165,-6.080923508,5.488869343,0.00314989
+"US_SRR",2016,123,853,16.5974375,-12.46108953,578.4528471,NA,0.409633571,0,0.009,500,1.916666667,0.973003448,2000,-2.021649411,-7.270408007,5.248758596,0.002826177
+"US_SRR",2016,124,854,17.29479167,-16.60739006,466.3892878,NA,0.410921429,0,0.009,500,1.890625,0.987162069,2000,-1.91078538,-7.234271767,5.323486387,0.003123859
+"US_SRR",2016,125,855,16.13522917,-20.25611019,485.1626796,NA,0.412209286,0,0.009,500,1.875,1.00132069,2000,-2.719683183,-7.8692919,5.149608717,0.00169307
+"US_SRR",2016,126,856,14.7885625,-23.34785853,297.9778263,NA,0.413497143,0,0.009,500,1.964583333,1.01547931,2000,-0.294751086,-4.981706613,4.686955527,0.002384098
+"US_SRR",2016,127,857,13.87354167,-26.34641507,268.9568511,NA,0.414785,0,0.009,500,2.084375,1.029637931,2000,-0.062496965,-4.455350567,4.392853602,0.001697913
+"US_SRR",2016,128,858,13.90097917,-29.22122262,269.1355226,NA,0.416072857,0,0.009,500,2.230208333,1.043796552,2000,-0.213476495,-4.437757346,4.224280851,0.002103871
+"US_SRR",2016,129,859,15.65716667,-31.79927584,455.6587687,NA,0.417360714,0,0.009,500,2.329166667,1.057955172,2000,-3.648632781,-8.173056718,4.524423937,0.001759388
+"US_SRR",2016,130,860,14.9906875,-33.89844785,598.2342778,NA,0.418648571,0,0.009,500,2.345833333,1.072113793,2000,-4.802450186,-9.429415567,4.626965381,0.004520372
+"US_SRR",2016,131,861,16.99604167,-35.73471661,626.6978553,NA,0.419936429,0,0.009,500,2.31875,1.086272414,2000,-4.04418699,-9.090198172,5.046011182,0.000501241
+"US_SRR",2016,132,862,16.4699375,-37.17764398,614.8189749,NA,0.421224286,0,0.009,500,2.248958333,1.100431034,2000,-4.030354175,-9.221103444,5.190749269,0.003137732
+"US_SRR",2016,133,863,15.8928125,-9.398074064,612.2779692,NA,0.422512143,0,0.009,500,2.239583333,1.114589655,2000,-3.773289967,-8.907479382,5.134189414,0.00257408
+"US_SRR",2016,134,864,15.10514583,-4.297305003,606.0044405,NA,0.4238,0,0.009,500,2.255208333,1.128748276,2000,-3.818177094,-8.744957561,4.926780466,0.003313713
+"US_SRR",2016,135,865,16.02397917,-1.170945457,609.3671646,NA,0.425234286,0,0.009,500,2.254166667,1.142906897,2000,-3.093733768,-8.099185134,5.005451366,0.00533001
+"US_SRR",2016,136,866,17.5136875,-0.287726335,614.2334375,NA,0.426668571,0,0.009,500,2.269791667,1.157065517,2000,-1.923642279,-7.240268089,5.31662581,0.003963866
+"US_SRR",2016,137,867,19.41235417,-0.361306814,607.0271722,NA,0.428102857,0,0.009,500,2.308333333,1.171224138,2000,-2.048289656,-7.796204541,5.747914886,0.003541111
+"US_SRR",2016,138,868,23.33939583,-0.226561295,624.5245536,NA,0.429537143,0,0.009,500,2.329166667,1.185382759,2000,0.493475256,-5.95305761,6.446532866,0.002101565
+"US_SRR",2016,139,869,22.69075,-1.276451351,615.0516164,NA,0.430971429,0,0.009,500,2.389583333,1.199541379,2000,-0.572003775,-7.273542077,6.701538302,0.003254127
+"US_SRR",2016,140,870,16.86639583,-5.123919859,575.833889,NA,0.432405714,0,0.009,500,2.438541667,1.2137,2000,-2.948525921,-8.660136261,5.711610339,0.001915548
+"US_SRR",2016,141,871,13.62963333,-9.196589227,592.826583,NA,0.43384,0,0.009,500,2.540625,1.212635897,2000,-3.430970116,-8.325002423,4.894032307,0.007247096
+"US_SRR",2016,142,872,13.35229375,-12.64362182,495.5878163,NA,0.435274286,0,0.009,500,2.597916667,1.211571795,2000,-3.70996636,-8.332404024,4.622437664,0.002380375
+"US_SRR",2016,143,873,13.9077375,-15.39989994,565.388789,NA,0.436708571,0,0.009,500,2.552083333,1.210507692,2000,-3.872485008,-8.525314875,4.652829866,0.004461508
+"US_SRR",2016,144,874,15.42116667,-17.87133241,636.4210784,NA,0.438142857,0,0.009,500,2.59375,1.20944359,2000,-3.221114566,-8.094100049,4.872985483,0.004263015
+"US_SRR",2016,145,875,15.25827083,-19.16704816,594.7212338,NA,0.439577143,0,0.009,500,2.641666667,1.208379487,2000,-3.833225444,-8.806491733,4.973266289,0.004156015
+"US_SRR",2016,146,876,16.002625,-20.72602188,630.2293654,NA,0.441011429,0,0.009,500,2.638541667,1.207315385,2000,-3.472130087,-8.602791985,5.130661898,0.003007947
+"US_SRR",2016,147,877,17.3749375,-22.03526793,633.3459854,NA,0.442445714,0,0.009,500,2.632291667,1.206251282,2000,-2.799024015,-8.219200985,5.42017697,0.003973003
+"US_SRR",2016,148,878,20.06172917,-10.41872449,632.0620428,NA,0.44388,0,0.009,500,2.641666667,1.205187179,2000,-1.550365434,-7.496627851,5.946262417,0.00289334
+"US_SRR",2016,149,879,22.1336875,-4.169755371,613.1652177,NA,0.445548571,0,0.009,500,2.660416667,1.204123077,2000,-0.8145321,-7.296659562,6.482127462,0.00247558
+"US_SRR",2016,150,880,18.93060417,-1.475858502,625.0877834,NA,0.447217143,0,0.009,500,2.6875,1.203058974,2000,-2.422087068,-8.414985531,5.992898463,0.007561766
+"US_SRR",2016,151,881,20.5561875,-0.85878585,629.0739252,NA,0.448885714,0,0.009,500,2.690625,1.201994872,2000,-1.2042353,-7.435831774,6.231596474,0.005800586
+"US_SRR",2016,152,882,23.21127083,-5.56991283,633.3435744,NA,0.450554286,0,0.009,500,2.726041667,1.200930769,2000,-0.74968616,-7.483681987,6.733995827,0.002485441
+"US_SRR",2016,153,883,19.82347917,-10.46443358,626.5327247,NA,0.452222857,0,0.009,500,2.78125,1.199866667,2000,-2.083279125,-8.283866292,6.200587167,0.002515042
+"US_SRR",2016,154,884,21.64489583,-15.8928182,653.8956934,NA,0.453891429,0,0.009,500,2.908333333,1.198802564,2000,-1.846331519,-8.367667154,6.521335635,0.004257089
+"US_SRR",2016,155,885,25.21597917,-21.44530654,628.6153589,NA,0.45556,0,0.009,500,3.083333333,1.197738462,2000,-1.61271202,-8.67006392,7.0573519,0.001693437
+"US_SRR",2016,156,886,22.96308333,-26.41102603,373.2586966,NA,0.457228571,0,0.009,500,3.271875,1.196674359,2000,-1.068524684,-7.710497604,6.64197292,0.001279521
+"US_SRR",2016,157,887,20.1628125,-30.50158376,646.6745197,NA,0.458897143,0,0.009,500,3.378125,1.195610256,2000,-4.603605144,-10.6707326,6.067127453,0.001858343
+"US_SRR",2016,158,888,18.03183333,-33.8842081,675.5713198,NA,0.460565714,0,0.009,500,3.484375,1.194546154,2000,-5.727674199,-11.38184404,5.654169843,0.00267031
+"US_SRR",2016,159,889,17.58189583,-37.41713527,689.2672175,NA,0.462234286,0,0.009,500,3.533333333,1.193482051,2000,-5.433975123,-10.96897094,5.534995819,0.001846785
+"US_SRR",2016,160,890,17.45241667,-39.88912517,671.1855512,NA,0.463902857,0,0.009,500,3.416666667,1.192417949,2000,-5.811003599,-11.23998259,5.428978992,0.005296624
+"US_SRR",2016,161,891,17.3701875,-41.94836507,654.5237424,NA,0.465571429,0,0.009,500,3.336458333,1.191353846,2000,-4.504647565,-9.940820483,5.436172919,0.008793842
+"US_SRR",2016,162,892,17.87691667,-36.37134991,541.045236,NA,0.46724,0,0.009,500,3.3125,1.190289744,2000,-3.821231766,-9.29394667,5.472714904,-0.002093105
+"US_SRR",2016,163,893,21.109875,-3.963861786,666.7653258,NA,0.466867143,0,0.009,500,3.311458333,1.189225641,2000,-1.92053043,-7.983872,6.06334157,0.004862157
+"US_SRR",2016,164,894,18.34877083,0.038064917,649.1086234,NA,0.466494286,0,0.009,500,3.313541667,1.188161538,2000,-2.858021907,-8.530801747,5.672779839,0.005314242
+"US_SRR",2016,165,895,16.91002083,1.477343677,656.7858852,NA,0.466121429,0,0.009,500,3.339583333,1.187097436,2000,-3.308219352,-8.735277359,5.427058007,0.008926895
+"US_SRR",2016,166,896,16.22710417,2.398417219,583.4867998,NA,0.465748571,0,0.009,500,3.372916667,1.186033333,2000,-3.983403262,-9.116952001,5.133548739,0.006376227
+"US_SRR",2016,167,897,14.557125,1.92749202,560.2354083,NA,0.465375714,0,0.009,500,3.401041667,1.184969231,2000,-3.712028716,-8.493571956,4.781543239,0.005863385
+"US_SRR",2016,168,898,16.89508333,0.977229527,611.9884183,NA,0.465002857,0,0.009,500,3.476041667,1.183905128,2000,-3.203812397,-8.302146156,5.098333759,0.004614563
+"US_SRR",2016,169,899,17.9069375,-4.643214334,463.8305248,NA,0.46463,0,0.009,500,3.5375,1.182841026,2000,-1.65595562,-6.985826442,5.329870822,0.003172603
+"US_SRR",2016,170,900,19.8511875,-8.915594905,680.1061287,NA,0.464257143,0,0.009,500,3.595833333,1.181776923,2000,-2.25770519,-7.981541513,5.723836323,0.00459994
+"US_SRR",2016,171,901,21.55804167,-12.74304669,644.4060587,NA,0.463884286,0,0.009,500,3.625,1.180712821,2000,-1.379649112,-7.539543881,6.159894768,0.003510366
+"US_SRR",2016,172,902,22.797375,-16.98487007,664.9810428,NA,0.463511429,0,0.009,500,3.725,1.179648718,2000,-0.743776281,-7.183827664,6.440051383,0.003203602
+"US_SRR",2016,173,903,23.737125,-21.95368076,645.4114477,NA,0.463138571,0,0.009,500,3.819791667,1.178584615,2000,-0.390624162,-6.985484522,6.59486036,0.002955753
+"US_SRR",2016,174,904,19.47985417,-25.5855767,650.3078719,NA,0.462765714,0,0.009,500,3.8875,1.177520513,2000,-2.760880773,-8.724303076,5.963422303,0.007237093
+"US_SRR",2016,175,905,19.8740625,-9.857343953,649.7164502,NA,0.462392857,0,0.009,500,3.890625,1.17645641,2000,-2.371705833,-8.243966432,5.872260599,0.003470764
+"US_SRR",2016,176,906,21.48470833,-1.173884622,649.7446661,NA,0.46202,0,0.009,500,3.885416667,1.175392308,2000,-1.750765413,-7.907921354,6.15715594,0.003790007
+"US_SRR",2016,177,907,24.2166875,-1.016436587,647.3224252,NA,0.461896429,0,0.009,500,3.933333333,1.174328205,2000,-0.407612494,-7.195813651,6.788201157,0.002954202
+"US_SRR",2016,178,908,24.42633333,-0.986132781,647.8942294,NA,0.461772857,0,0.009,500,3.925,1.173264103,2000,0.061448609,-6.855445655,6.916894263,0.003439541
+"US_SRR",2016,179,909,25.58858333,-0.282709484,648.48457,NA,0.461649286,0,0.009,500,4.076041667,1.1722,2000,0.357821129,-6.754923986,7.112745115,0.002865525
+"US_SRR",2016,180,910,24.09885417,-2.481458379,636.9340535,NA,0.461525714,0,0.009,500,4.230208333,1.161378571,2000,-0.532858686,-7.443191616,6.910332931,0.00304085
+"US_SRR",2016,181,911,19.0995,-5.776313168,649.8375848,NA,0.461402143,0,0.009,500,4.390625,1.150557143,2000,-2.354647995,-8.32638021,5.971732215,0.00351338
+"US_SRR",2016,182,912,21.33497917,-7.365540025,661.6419272,NA,0.461278571,0,0.009,500,4.5875,1.139735714,2000,-2.490674674,-8.864551289,6.373876615,0.004605544
+"US_SRR",2016,183,913,19.13310417,-11.18762023,670.3289316,NA,0.461155,0,0.009,500,4.920833333,1.128914286,2000,-5.996533919,-11.84353369,5.846999771,0.006035818
+"US_SRR",2016,184,914,17.76772917,-15.35626854,666.5056965,NA,0.461031429,0,0.009,500,5.215625,1.118092857,2000,-7.062992019,-12.4331339,5.370141881,0.004465217
+"US_SRR",2016,185,915,17.99172917,-20.12754705,653.917905,NA,0.460907857,0,0.009,500,5.389583333,1.107271429,2000,-6.644662978,-11.88626621,5.241603236,0.005188818
+"US_SRR",2016,186,916,17.19797917,-25.51574619,647.7101491,NA,0.460784286,0,0.009,500,5.464583333,1.09645,2000,-7.484091789,-12.5744141,5.090322307,0.003695103
+"US_SRR",2016,187,917,16.32958333,-30.60962342,675.999668,NA,0.460660714,0,0.009,500,5.510416667,1.085628571,2000,-7.445747182,-12.3767634,4.931016216,0.005261661
+"US_SRR",2016,188,918,17.27647917,-35.65312944,655.4200653,NA,0.460537143,0,0.009,500,5.484375,1.074807143,2000,-6.701624822,-11.70225268,5.000627857,0.006941622
+"US_SRR",2016,189,919,17.1106875,-38.91246087,659.1694017,NA,0.460413571,0,0.009,500,5.316666667,1.063985714,2000,-6.300997254,-11.39883214,5.097834889,0.004089851
+"US_SRR",2016,190,920,19.07610417,-35.05480663,670.40457,NA,0.46029,0,0.009,500,5.14375,1.053164286,2000,-4.516182776,-9.996891345,5.480708569,0.005167349
+"US_SRR",2016,191,921,19.2959375,-5.051859638,646.5818914,NA,0.461375,0,0.009,500,5.083333333,1.042342857,2000,-3.244826284,-8.857028369,5.612202085,0.004254672
+"US_SRR",2016,192,922,19.71639583,0.260174586,640.0575195,NA,0.46246,0,0.009,500,5.095833333,1.031521429,2000,-1.996193302,-7.753319405,5.757126103,0.003214559
+"US_SRR",2016,193,923,21.64264583,2.192168907,647.6096205,NA,0.463545,0,0.009,500,5.142708333,1.0207,2000,-1.370060732,-7.49165896,6.121598228,0.003734441
+"US_SRR",2016,194,924,20.14745833,2.341812953,637.2357809,NA,0.46463,0,0.009,500,5.226041667,1.009878571,2000,-1.679471536,-7.642863251,5.963391715,0.003787087
+"US_SRR",2016,195,925,23.98958333,1.842610958,642.189113,NA,0.465715,0,0.009,500,5.326041667,0.999057143,2000,-0.161112629,-6.782760884,6.621648255,0.002112016
+"US_SRR",2016,196,926,23.93229167,1.146079497,624.9224438,NA,0.4668,0,0.009,500,5.427083333,0.988235714,2000,0.492258358,-6.215972451,6.708230809,0.002511214
+"US_SRR",2016,197,927,19.358625,-0.607335206,627.7511163,NA,0.467885,0,0.009,500,5.510416667,0.977414286,2000,-1.430900368,-7.483445509,6.05254514,0.004167923
+"US_SRR",2016,198,928,17.7334375,-5.073447299,649.4893177,NA,0.46897,0,0.009,500,5.670833333,0.966592857,2000,-1.940481164,-7.486158289,5.545677125,0.004373261
+"US_SRR",2016,199,929,17.013,-9.546501903,634.6463651,NA,0.470055,0,0.009,500,5.866666667,0.955771429,2000,-4.886604677,-10.10680516,5.220200482,0.007742002
+"US_SRR",2016,200,930,17.48195833,-13.81102781,643.3940598,NA,0.47114,0,0.009,500,6.003125,0.94495,2000,-4.80709022,-10.02236117,5.215270945,0.005242602
+"US_SRR",2016,201,931,18.27175,-17.49760236,631.0914788,NA,0.472225,0,0.009,500,5.984375,0.934128571,2000,-4.141302394,-9.493709375,5.352406981,0.004296643
+"US_SRR",2016,202,932,19.89239583,-18.00334147,624.3647368,NA,0.47331,0,0.009,500,5.989583333,0.923307143,2000,-3.31238335,-8.901193544,5.588810195,0.00331195
+"US_SRR",2016,203,933,18.73325,-10.17294948,621.4584868,NA,0.474395,0,0.009,500,5.948958333,0.912485714,2000,-3.316439133,-8.78634384,5.469904707,0.004845427
+"US_SRR",2016,204,934,22.21014583,-11.2849674,621.2815575,NA,0.47548,0,0.009,500,5.915625,0.901664286,2000,-1.64246338,-7.621792492,5.979329111,0.003009055
+"US_SRR",2016,205,935,24.86108333,-9.231859208,628.7009785,NA,0.475537857,0,0.009,500,5.897916667,0.890842857,2000,0.255270094,-6.345561732,6.600831826,0.004198941
+"US_SRR",2016,206,936,23.27697917,-7.914707827,621.15061,NA,0.475595714,0,0.009,500,5.894791667,0.880021429,2000,0.267467507,-6.33277711,6.600244617,0.004037048
+"US_SRR",2016,207,937,20.67577083,-6.775173235,615.8454535,NA,0.475653571,0,0.009,500,5.890625,0.8692,2000,-0.591826906,-6.753258065,6.16143116,0.001220091
+"US_SRR",2016,208,938,26.1604375,-5.379931277,611.1284158,NA,0.475711429,0,0.009,500,5.935416667,0.866171429,2000,0.712652782,-6.273962692,6.986615474,0.003781423
+"US_SRR",2016,209,939,24.88858333,-2.724750307,604.3813148,NA,0.475769286,0,0.009,500,6.011458333,0.863142857,2000,0.168537689,-6.785845925,6.954383615,0.004926634
+"US_SRR",2016,210,940,22.52427083,-5.977037876,608.1154448,NA,0.475827143,0,0.009,500,6.123958333,0.860114286,2000,-1.093375328,-7.617760631,6.524385303,0.004266817
+"US_SRR",2016,211,941,22.82535417,-10.7652926,624.9483117,NA,0.475885,0,0.009,500,6.261458333,0.857085714,2000,-3.174977917,-9.612276561,6.437298644,0.003665158
+"US_SRR",2016,212,942,20.08327083,-15.71479601,611.8835056,NA,0.475942857,0,0.009,500,6.536458333,0.854057143,2000,-4.278424187,-10.12917898,5.850754795,0.005432829
+"US_SRR",2016,213,943,18.62497917,-21.13421111,599.9109788,NA,0.476000714,0,0.009,500,6.646875,0.851028571,2000,-4.095549017,-9.543658318,5.448109301,0.001731311
+"US_SRR",2016,214,944,18.53095833,-26.56132885,600.5281663,NA,0.476058571,0,0.009,500,6.654166667,0.848,2000,-3.863589672,-9.177197349,5.313607677,0.002130998
+"US_SRR",2016,215,945,19.3735625,-31.6635675,612.3822467,NA,0.476116429,0,0.009,500,6.639583333,0.844971429,2000,-3.680105987,-9.005860826,5.32575484,0.001340247
+"US_SRR",2016,216,946,19.45879167,-36.74158336,591.6535701,NA,0.476174286,0,0.009,500,6.619791667,0.841942857,2000,-3.417946297,-8.817595963,5.399649665,0.004770982
+"US_SRR",2016,217,947,15.781,-39.4586895,595.8012044,NA,0.476232143,0,0.009,500,6.547916667,0.838914286,2000,-5.260276691,-10.15405899,4.893782295,0.009126594
+"US_SRR",2016,218,948,17.23922917,-37.18605608,617.2408776,NA,0.47629,0,0.009,500,6.417708333,0.835885714,2000,-3.919757993,-8.980087051,5.060329058,0.007931329
+"US_SRR",2016,219,949,17.01016667,-11.7987132,593.2558506,NA,0.477083571,0,0.009,500,6.375,0.832857143,2000,-2.875677563,-7.96142994,5.085752376,0.009743154
+"US_SRR",2016,220,950,18.95264583,0.066341713,581.7168394,NA,0.477877143,0,0.009,500,6.339583333,0.829828571,2000,-1.726562827,-7.041537565,5.314974738,0.00373484
+"US_SRR",2016,221,951,19.936375,0.951993247,579.3957403,NA,0.478670714,0,0.009,500,6.330208333,0.8268,2000,-1.154243012,-6.641594055,5.487351043,0.004152376
+"US_SRR",2016,222,952,20.23158333,2.004974494,579.2643433,NA,0.479464286,0,0.009,500,6.369791667,0.823771429,2000,-1.309827639,-6.909406715,5.599579076,0.001824102
+"US_SRR",2016,223,953,18.9244375,2.086713689,584.7822222,NA,0.480257857,0,0.009,500,6.434375,0.820742857,2000,-1.307785562,-6.784231442,5.47644588,0.00723237
+"US_SRR",2016,224,954,18.75616667,1.757071117,566.5527803,NA,0.481051429,0,0.009,500,6.4875,0.817714286,2000,-0.900939092,-6.307219527,5.406280435,0.004100337
+"US_SRR",2016,225,955,20.78958333,0.834274616,562.0542472,NA,0.481845,0,0.009,500,6.517708333,0.814685714,2000,-0.323622198,-5.932103663,5.608481465,0.004195352
+"US_SRR",2016,226,956,22.73729167,-1.283748588,560.851151,NA,0.482638571,0,0.009,500,6.569791667,0.811657143,2000,0.155664391,-5.726346377,5.882010768,0.001645882
+"US_SRR",2016,227,957,21.1946875,-5.35626593,557.6811489,NA,0.483432143,0,0.009,500,6.576041667,0.808628571,2000,-0.352506018,-5.985295833,5.632789815,-0.001762861
+"US_SRR",2016,228,958,17.84908333,-9.290997238,556.9139813,NA,0.484225714,0,0.009,500,6.563541667,0.8056,2000,-1.177073688,-6.396538658,5.21946497,0.001912767
+"US_SRR",2016,229,959,18.71160417,-13.70922121,566.3619343,NA,0.485019286,0,0.009,500,6.596875,0.802571429,2000,-2.299477387,-7.475970157,5.176492771,0.003409579
+"US_SRR",2016,230,960,19.90679167,-18.7916965,568.5363313,NA,0.485812857,0,0.009,500,6.705208333,0.799542857,2000,-2.515065896,-7.681255639,5.166189743,0.003193181
+"US_SRR",2016,231,961,20.029375,-22.94098686,545.3961039,NA,0.486606429,0,0.009,500,6.753125,0.796514286,2000,-2.856012808,-8.001757962,5.145745154,0.003549325
+"US_SRR",2016,232,962,19.04375,-24.15947351,546.5530535,NA,0.4874,0,0.009,500,6.728125,0.793485714,2000,-3.480198056,-8.525453201,5.045255145,0.00538702
+"US_SRR",2016,233,963,18.51035417,-18.34347382,538.8289209,NA,0.487161429,0,0.009,500,6.671875,0.790457143,2000,-3.037988697,-7.996010214,4.958021517,0.005006912
+"US_SRR",2016,234,964,17.86125,-22.12146654,547.2931485,NA,0.486922857,0,0.009,500,6.620833333,0.787428571,2000,-2.242710696,-7.073742007,4.83103131,0.008264235
+"US_SRR",2016,235,965,17.53491667,-19.47474834,518.8547473,NA,0.486684286,0,0.009,500,6.610416667,0.7844,2000,-1.813689004,-6.591293736,4.777604732,0.002393178
+"US_SRR",2016,236,966,17.86479167,-9.656872621,549.6226309,NA,0.486445714,0,0.009,500,6.676041667,0.791142857,2000,-1.16546669,-5.935242564,4.769775874,0.004694952
+"US_SRR",2016,237,967,17.65789583,-11.04400654,527.1730386,NA,0.486207143,0,0.009,500,6.694791667,0.797885714,2000,-0.843235476,-5.586258423,4.743022947,0.003818509
+"US_SRR",2016,238,968,16.97839583,-18.78936544,532.2939073,NA,0.485968571,0,0.009,500,6.794791667,0.804628571,2000,-0.790391201,-5.402074744,4.611683543,0.004386087
+"US_SRR",2016,239,969,17.57875,-23.62414006,518.1438285,NA,0.48573,0,0.009,500,6.897916667,0.811371429,2000,-2.127654694,-6.652710543,4.525055849,0.005321603
+"US_SRR",2016,240,970,17.85522917,-27.56160783,505.6995647,NA,0.485491429,0,0.009,500,6.941666667,0.818114286,2000,-3.141405949,-7.629207156,4.487801206,0.007801798
+"US_SRR",2016,241,971,18.54158333,-32.50193901,510.9103481,NA,0.485252857,0,0.009,500,6.933333333,0.824857143,2000,-2.060036116,-6.616532133,4.556496017,0.004683955
+"US_SRR",2016,242,972,17.93197917,-36.89203821,518.990979,NA,0.485014286,0,0.009,500,6.921875,0.8316,2000,-2.359679528,-6.948955451,4.589275923,0.003587385
+"US_SRR",2016,243,973,21.07304167,-40.94681921,545.2044076,NA,0.484775714,0,0.009,500,6.966666667,0.838342857,2000,-1.681737125,-6.480565605,4.79882848,0.002829866
+"US_SRR",2016,244,974,19.94591667,-43.97299377,509.858514,NA,0.484537143,0,0.009,500,6.941666667,0.845085714,2000,-1.361511402,-6.211027768,4.849516367,0.00366614
+"US_SRR",2016,245,975,18.62954167,-44.8572264,512.1667445,NA,0.484298571,0,0.009,500,6.914583333,0.851828571,2000,-1.140670067,-5.993469225,4.852799158,0.002692735
+"US_SRR",2016,246,976,20.35277083,-36.34717781,504.8656337,NA,0.48406,0,0.009,500,6.902083333,0.858571429,2000,-0.123786051,-5.052200984,4.928414933,0.002095961
+"US_SRR",2016,247,977,18.14495833,-7.712209484,485.1275622,NA,0.483881429,0,0.009,500,6.941666667,0.865314286,2000,-0.63172469,-5.4507648,4.81904011,0.004012326
+"US_SRR",2016,248,978,17.73622917,-1.380335635,495.0914933,NA,0.483702857,0,0.009,500,6.985416667,0.872057143,2000,-0.460818469,-5.205639589,4.74482112,0.003044914
+"US_SRR",2016,249,979,19.37091667,-0.121663505,485.0395179,NA,0.483524286,0,0.009,500,7.010416667,0.8788,2000,0.301534203,-4.497569946,4.799104149,0.004037312
+"US_SRR",2016,250,980,21.94135417,-0.197372345,477.5902851,NA,0.483345714,0,0.009,500,7.071875,0.885542857,2000,0.556401827,-4.362271304,4.918673131,0.002761639
+"US_SRR",2016,251,981,24.0163125,0.112202824,489.2737136,NA,0.483167143,0,0.009,500,7.132291667,0.892285714,2000,1.23170719,-3.929024858,5.160732049,0.002527055
+"US_SRR",2016,252,982,18.73847917,-0.356695365,476.020955,NA,0.482988571,0,0.009,500,7.1625,0.899028571,2000,0.675969554,-4.135326058,4.811295612,0.007175914
+"US_SRR",2016,253,983,18.37522917,-3.346687784,484.8746955,NA,0.48281,0,0.009,500,7.180208333,0.905771429,2000,0.750871439,-3.87897953,4.629850968,0.004591926
+"US_SRR",2016,254,984,17.52020833,-7.316537047,483.3138051,NA,0.482631429,0,0.009,500,7.176041667,0.912514286,2000,0.496492701,-4.016929139,4.51342184,0.005140584
+"US_SRR",2016,255,985,15.7116875,-10.86471746,490.2288739,NA,0.482452857,0,0.009,500,7.19375,0.919257143,2000,-0.122791399,-4.405776278,4.282984879,0.006586407
+"US_SRR",2016,256,986,14.85110417,-13.99700602,492.8604702,NA,0.482274286,0,0.009,500,7.227083333,0.926,2000,-0.599456664,-4.766800263,4.1673436,0.007897802
+"US_SRR",2016,257,987,16.05851875,-17.20915878,470.99145,NA,0.482095714,0,0.009,500,7.269791667,0.932742857,2000,-0.82144259,-5.011355048,4.189912459,0.004483831
+"US_SRR",2016,258,988,18.37039583,-20.56497591,467.7437031,NA,0.481917143,0,0.009,500,7.270833333,0.939485714,2000,-0.32286228,-4.614396768,4.291534487,0.003766884
+"US_SRR",2016,259,989,18.66229167,-24.28008063,464.2601362,NA,0.481738571,0,0.009,500,7.201041667,0.946228571,2000,0.272003841,-4.047587573,4.319591414,0.005448021
+"US_SRR",2016,260,990,19.25995833,-27.99655359,455.4158312,NA,0.48156,0,0.009,500,7.2125,0.952971429,2000,0.490953566,-3.827325911,4.318279477,0.005017768
+"US_SRR",2016,261,991,21.37460417,-31.36311387,450.4732665,NA,0.481487857,0,0.009,500,7.23125,0.959714286,2000,0.673570996,-3.766198966,4.439769961,0.003481296
+"US_SRR",2016,262,992,24.94027083,-34.88975731,473.8806222,NA,0.481415714,0,0.009,500,7.28125,0.966457143,2000,0.951211527,-3.739081571,4.690293098,0.00212128
+"US_SRR",2016,263,993,25.08735417,-35.32237201,466.2436211,NA,0.481343571,0,0.009,500,7.436458333,0.9732,2000,1.371365865,-3.428295015,4.79966088,-0.001656055
+"US_SRR",2016,264,994,20.1329375,-17.49760236,428.8794283,NA,0.481271429,0,0.009,500,7.565625,0.96475625,2000,0.216684741,-4.261351057,4.478035798,0.003365742
+"US_SRR",2016,265,995,17.62064583,-18.00334147,400.4918311,NA,0.481199286,0,0.009,500,7.686458333,0.9563125,2000,-1.369242954,-5.587911306,4.218668351,0.00413063
+"US_SRR",2016,266,996,16.2954375,-10.17294948,433.1662464,NA,0.481127143,0,0.009,500,7.719791667,0.94786875,2000,-1.206966329,-5.284516497,4.077550167,0.003299715
+"US_SRR",2016,267,997,18.426125,-11.2849674,458.4143551,NA,0.481055,0,0.009,500,7.779166667,0.939425,2000,-0.420775596,-4.586152895,4.1653773,0.002723402
+"US_SRR",2016,268,998,21.87552083,-9.231859208,469.1336273,NA,0.480982857,0,0.009,500,7.805208333,0.93098125,2000,0.266169501,-4.029536798,4.295706299,0.002993467
+"US_SRR",2016,269,999,23.5075,-7.914707827,467.7131407,NA,0.480910714,0,0.009,500,7.773958333,0.9225375,2000,0.965194892,-3.500859013,4.466053905,0.002652973
+"US_SRR",2016,270,1000,24.8531875,-6.775173235,461.7790875,NA,0.480838571,0,0.009,500,7.770833333,0.91409375,2000,1.207703201,-3.346520569,4.55422377,0.002641198
+"US_SRR",2016,271,1001,23.94854167,-5.379931277,445.9946921,NA,0.480766429,0,0.009,500,7.794791667,0.90565,2000,1.279807236,-3.220097217,4.499904452,0.002587575
+"US_SRR",2016,272,1002,19.3296875,-2.724750307,425.8628177,NA,0.480694286,0,0.009,500,7.85,0.89720625,2000,0.427050249,-3.830772545,4.257822794,0.003064391
+"US_SRR",2016,273,1003,15.85979167,-5.977037876,422.7837052,NA,0.480622143,0,0.009,500,7.930208333,0.8887625,2000,-0.300764036,-4.32669558,4.025931544,0.002398009
+"US_SRR",2016,274,1004,14.9454375,-10.7652926,427.0847818,NA,0.48055,0,0.009,500,7.994791667,0.88031875,2000,-0.055569171,-3.974983752,3.919414581,0.004987595
+"US_SRR",2016,275,1005,16.236,-15.71479601,390.0245734,NA,0.477471429,0,0.009,500,8.023958333,0.871875,2000,0.003968877,-3.940213696,3.944182574,0.002811596
+"US_SRR",2016,276,1006,14.831375,-21.13421111,357.8273028,NA,0.474392857,0,0.009,500,8.011458333,0.86343125,2000,0.138803336,-3.762971475,3.901774811,0.004324169
+"US_SRR",2016,277,1007,13.58491458,-26.56132885,221.0743136,NA,0.471314286,0,0.009,500,8.002083333,0.8549875,2000,1.278818954,-2.568084867,3.846903821,0.002434583
+"US_SRR",2016,278,1008,15.63658333,-31.6635675,383.2555919,NA,0.468235714,0,0.009,500,7.988541667,0.84654375,2000,0.111899721,-3.812408826,3.924308548,0.003388389
+"US_SRR",2016,279,1009,16.05451042,-36.74158336,404.0351673,NA,0.465157143,0,0.009,500,7.992708333,0.8381,2000,-0.124879046,-4.057088384,3.932209338,0.003836293
+"US_SRR",2016,280,1010,17.01692917,-39.4586895,432.1224387,NA,0.462078571,0,0.009,500,8.03125,0.820033333,2000,0.13444402,-3.827632169,3.962076189,0.003814338
+"US_SRR",2016,281,1011,18.96920625,-37.18605608,401.895788,NA,0.459,0,0.009,500,8.066666667,0.801966667,2000,0.499803743,-3.492521014,3.992324757,0.00353486
+"US_SRR",2016,282,1012,20.20047917,-11.7987132,419.1226522,NA,0.455921429,0,0.009,500,8.25625,0.7839,2000,0.677844487,-3.335243293,4.013087779,0.003449064
+"US_SRR",2016,283,1013,19.7344375,0.066341713,396.3656867,NA,0.452842857,0,0.009,500,8.359375,0.765833333,2000,0.602625171,-3.364465869,3.96709104,0.003403516
+"US_SRR",2016,284,1014,17.5803125,0.951993247,369.746389,NA,0.449764286,0,0.009,500,8.425,0.747766667,2000,-0.057399568,-3.928690028,3.87129046,0.00448232
+"US_SRR",2016,285,1015,15.34525,2.004974494,352.6176774,NA,0.446685714,0,0.009,500,8.461458333,0.7297,2000,-0.218011353,-4.065522566,3.847511213,0.002853144
+"US_SRR",2016,286,1016,14.7761875,2.086713689,333.8218238,NA,0.443607143,0,0.009,500,8.525,0.711633333,2000,0.076357242,-3.753871641,3.830228883,0.003966389
+"US_SRR",2016,287,1017,16.35691667,1.757071117,329.849112,NA,0.440528571,0,0.009,500,8.570833333,0.693566667,2000,-0.417394015,-4.25320525,3.835811235,0.003322385
+"US_SRR",2016,288,1018,16.6439375,0.834274616,193.3743612,NA,0.43745,0,0.009,500,8.644791667,0.6755,2000,2.466453505,-1.327376845,3.79383035,0.001242007
+"US_SRR",2016,289,1019,16.31779167,-1.283748588,321.3450174,NA,0.435583571,0,0.009,500,8.715625,0.657433333,2000,1.426900304,-2.359220826,3.78612113,0.00284951
+"US_SRR",2016,290,1020,15.48897917,-5.35626593,212.8208496,NA,0.433717143,0,0.009,500,8.790625,0.639366667,2000,2.39288975,-1.315686171,3.708575921,0.001943623
+"US_SRR",2016,291,1021,15.86358333,-9.290997238,348.3162006,NA,0.431850714,0,0.009,500,8.822916667,0.6213,2000,0.561112768,-3.149919443,3.711032211,0.003104463
+"US_SRR",2016,292,1022,15.61916667,-13.70922121,354.5091371,NA,0.429984286,0,0.009,500,8.896875,0.603233333,2000,0.335815383,-3.386998263,3.722813646,0.003823046
+"US_SRR",2016,293,1023,16.555375,-18.7916965,348.0942318,NA,0.428117857,0,0.009,500,8.828125,0.585166667,2000,0.494960387,-3.255775646,3.750736033,0.00389941
+"US_SRR",2016,294,1024,17.5355875,-22.94098686,387.9999378,NA,0.426251429,0,0.009,500,8.544791667,0.5671,2000,0.601223267,-3.16177141,3.762994677,0.003482394
+"US_SRR",2016,295,1025,17.93229167,-24.15947351,374.2491252,NA,0.424385,0,0.009,500,8.115625,0.549033333,2000,0.623443035,-3.120478457,3.743921492,0.003171004
+"US_SRR",2016,296,1026,16.82910417,-18.34347382,317.4010078,NA,0.422518571,0,0.009,500,7.811458333,0.530966667,2000,0.877230242,-2.794975633,3.672205875,0.004023219
+"US_SRR",2016,297,1027,15.43725,-22.12146654,360.7823555,NA,0.420652143,0,0.009,500,7.698958333,0.5129,2000,0.749011528,-2.899110399,3.648121927,0.009594233
+"US_SRR",2016,298,1028,16.65725,-19.47474834,187.4811383,NA,0.418785714,0,0.009,500,7.313541667,0.494833333,2000,2.080977016,-1.58861104,3.669588056,0.002218009
+"US_SRR",2016,299,1029,17.02716667,-9.656872621,191.2236922,NA,0.416919286,0,0.009,500,7.008333333,0.476766667,2000,2.24181979,-1.400556442,3.642376231,0.001960469
+"US_SRR",2016,300,1030,16.87991667,-11.04400654,358.143811,NA,0.415052857,0,0.009,500,7.24375,0.4587,2000,1.478722393,-2.175388518,3.654110911,0.001803609
+"US_SRR",2016,301,1031,16.14552083,-18.78936544,192.960477,NA,0.413186429,0,0.009,500,7.239583333,0.440633333,2000,2.585418378,-1.032650099,3.618068477,0.00200272
+"US_SRR",2016,302,1032,16.20054167,-23.62414006,212.2807301,NA,0.41132,0,0.009,500,7.047916667,0.422566667,2000,2.424702915,-1.160725227,3.585428142,0.001942303
+"US_SRR",2016,303,1033,16.88785417,-27.56160783,304.8240487,NA,0.410267857,0,0.009,500,6.986458333,0.4045,2000,1.680818547,-1.902481102,3.583299648,0.003240784
+"US_SRR",2016,304,1034,14.8043125,-32.50193901,224.4375208,NA,0.409215714,0,0.009,500,6.938541667,0.386433333,2000,1.885630367,-1.572759418,3.458389785,0.003036939
+"US_SRR",2016,305,1035,14.30535417,-36.89203821,282.7387005,NA,0.408163571,0,0.009,500,6.885416667,0.368366667,2000,1.211671364,-2.241317902,3.452989266,0.002505626
+"US_SRR",2016,306,1036,14.39071875,-40.94681921,334.708428,NA,0.407111429,0,0.009,500,6.892708333,0.3503,2000,1.013527655,-2.422901854,3.436429509,0.003710238
+"US_SRR",2016,307,1037,12.92228958,-43.97299377,353.4518815,NA,0.406059286,0,0.009,500,6.8375,0.362406122,2000,0.771593285,-2.584929949,3.356523234,0.003405402
+"US_SRR",2016,308,1038,13.48630625,-44.8572264,347.1327804,NA,0.405007143,0,0.009,500,6.765625,0.374512245,2000,0.884542786,-2.491041549,3.375584335,0.003456976
+"US_SRR",2016,309,1039,14.3438375,-36.34717781,350.7832842,NA,0.403955,0,0.009,500,6.659375,0.386618367,2000,0.977627233,-2.424206626,3.40183386,0.003494721
+"US_SRR",2016,310,1040,14.66378125,-7.712209484,324.3488998,NA,0.402902857,0,0.009,500,6.402083333,0.39872449,2000,1.110752368,-2.265620511,3.376372878,0.003115531
+"US_SRR",2016,311,1041,16.91385417,-1.380335635,288.3922899,NA,0.401850714,0,0.009,500,6.29375,0.410830612,2000,1.492829687,-1.974868749,3.467698437,0.004187912
+"US_SRR",2016,312,1042,15.71954167,-0.121663505,311.7433485,NA,0.400798571,0,0.009,500,6.236458333,0.422936735,2000,1.45586963,-1.959646338,3.415515968,0.003377521
+"US_SRR",2016,313,1043,16.67516667,-0.197372345,338.6302932,NA,0.399746429,0,0.009,500,6.210416667,0.435042857,2000,1.273220833,-2.152111076,3.425331908,0.003567123
+"US_SRR",2016,314,1044,16.96122917,0.112202824,336.9014758,NA,0.398694286,0,0.009,500,6.017708333,0.44714898,2000,1.34484819,-2.071638584,3.416486774,0.003433157
+"US_SRR",2016,315,1045,16.15343542,-0.356695365,290.7951905,NA,0.397642143,0,0.009,500,5.90625,0.459255102,2000,1.593249644,-1.783564831,3.376814475,0.003078882
+"US_SRR",2016,316,1046,16.00754167,-3.346687784,258.7194395,NA,0.39659,0,0.009,500,5.876041667,0.471361224,2000,1.699981676,-1.65036299,3.350344666,0.002902939
+"US_SRR",2016,317,1047,17.57722917,-7.316537047,308.3123287,NA,0.394058571,0,0.009,500,5.814583333,0.483467347,2000,1.449374379,-1.934039493,3.383413873,0.001235416
+"US_SRR",2016,318,1048,15.9246875,-10.86471746,327.1456242,NA,0.391527143,0,0.009,500,5.83125,0.495573469,2000,1.374080455,-1.923747886,3.29782834,0.003275594
+"US_SRR",2016,319,1049,15.01419375,-13.99700602,314.3934079,NA,0.388995714,0,0.009,500,5.967708333,0.507679592,2000,1.216798756,-1.978651587,3.195450343,0.002597107
+"US_SRR",2016,320,1050,14.49920833,-17.20915878,142.2297242,NA,0.386464286,0,0.009,500,6.215625,0.519785714,2000,1.547920659,-1.564507046,3.112427705,0.002984639
+"US_SRR",2016,321,1051,11.42315208,-20.56497591,233.1868505,NA,0.383932857,0,0.009,500,6.294791667,0.531891837,2000,0.659325227,-2.188046484,2.847371711,0.002193529
+"US_SRR",2016,322,1052,9.617377083,-24.28008063,276.0715255,NA,0.381401429,0,0.009,500,6.25625,0.543997959,2000,0.971490811,-1.68264495,2.654135761,0.002458401
+"US_SRR",2016,323,1053,9.337760417,-27.99655359,262.1517097,NA,0.37887,0,0.009,500,6.225,0.556104082,2000,1.037613358,-1.556907728,2.594521087,0.002302262
+"US_SRR",2016,324,1054,12.59912292,-31.36311387,193.4873358,NA,0.376338571,0,0.009,500,6.189583333,0.568210204,2000,2.053869785,-0.783534643,2.837404427,0.001983265
+"US_SRR",2016,325,1055,11.75587083,-34.88975731,183.2634544,NA,0.373807143,0,0.009,500,6.1625,0.580316327,2000,2.121891212,-0.638195062,2.760086275,0.001432957
+"US_SRR",2016,326,1056,11.30638542,-35.32237201,320.2019291,NA,0.371275714,0,0.009,500,6.155208333,0.592422449,2000,1.450935052,-1.255535028,2.70647008,0.002064167
+"US_SRR",2016,327,1057,10.60824792,1.757071117,277.9502259,NA,0.368744286,0,0.009,500,6.0875,0.604528571,2000,1.367450793,-1.268078048,2.635528841,0.002142996
+"US_SRR",2016,328,1058,10.50952917,0.834274616,312.4628444,NA,0.366212857,0,0.009,500,6.03125,0.616634694,2000,1.222477768,-1.347309897,2.569787666,0.001703765
+"US_SRR",2016,329,1059,7.530827083,-1.283748588,293.3074153,NA,0.363681429,0,0.009,500,5.971875,0.628740816,2000,1.00358604,-1.276963587,2.280549627,0.001448801
+"US_SRR",2016,330,1060,7.415222917,-5.35626593,207.0223182,NA,0.36115,0,0.009,500,5.748958333,0.640846939,2000,1.361399407,-0.791329462,2.152728869,0.000707271
+"US_SRR",2016,331,1061,9.8764125,-9.290997238,214.7059948,NA,0.359076429,0,0.009,500,5.448958333,0.652953061,2000,1.615869936,-0.721001879,2.336871814,0.001341051
+"US_SRR",2016,332,1062,11.05992708,-13.70922121,269.89065,NA,0.357002857,0,0.009,500,5.327083333,0.665059184,2000,1.420259514,-0.992566902,2.412826416,0.001485366
+"US_SRR",2016,333,1063,10.18971042,-18.7916965,261.3544303,NA,0.354929286,0,0.009,500,5.051041667,0.677165306,2000,1.35169641,-0.993885998,2.345582408,0.001864067
+"US_SRR",2016,334,1064,9.478425,-22.94098686,235.8008055,NA,0.352855714,0,0.009,500,5.084375,0.689271429,2000,0.976524664,-1.272926445,2.249451109,0.001964832
+"US_SRR",2016,335,1065,8.276183333,-24.15947351,250.9447238,NA,0.350782143,0,0.009,500,5.109375,0.701377551,2000,1.110316525,-0.97396986,2.084286385,0.00103588
+"US_SRR",2016,336,1066,10.48974167,-18.34347382,257.9185367,NA,0.348708571,0,0.009,500,5.011458333,0.713483673,2000,0.996664483,-1.277109741,2.273774224,0.002395485
+"US_SRR",2016,337,1067,12.46466667,-22.12146654,197.7869442,NA,0.346635,0,0.009,500,5.291666667,0.725589796,2000,0.989591955,-1.406515159,2.396107114,0.002813612
+"US_SRR",2016,338,1068,8.88623125,-19.47474834,251.862734,NA,0.344561429,0,0.009,500,5.004166667,0.737695918,2000,0.872639949,-1.20693508,2.079575029,0.001774369
+"US_SRR",2016,339,1069,8.303208333,-9.656872621,259.0658499,NA,0.342487857,0,0.009,500,4.833333333,0.749802041,2000,0.954344269,-1.087133497,2.041477767,0.001261995
+"US_SRR",2016,340,1070,7.809120833,-11.04400654,209.7112821,NA,0.340414286,0,0.009,500,4.811458333,0.761908163,2000,1.018577326,-0.90961796,1.928195286,0.000294154
+"US_SRR",2016,341,1071,7.240910417,-18.78936544,271.2957079,NA,0.338340714,0,0.009,500,4.715625,0.774014286,2000,0.734732877,-1.17998813,1.914721008,0.001364494
+"US_SRR",2016,342,1072,4.685159375,-23.62414006,202.7171341,NA,0.336267143,0,0.009,500,4.584375,0.786120408,2000,1.097886709,-0.603614579,1.701501288,-0.0000551
+"US_SRR",2016,343,1073,7.536183333,-27.56160783,177.9855003,NA,0.334193571,0,0.009,500,4.832291667,0.798226531,2000,1.370449733,-0.440399511,1.810849243,-0.0000315
+"US_SRR",2016,344,1074,10.64485625,-32.50193901,237.4454527,NA,0.33212,0,0.009,500,4.859375,0.810332653,2000,1.35079141,-0.734321088,2.085112498,0.001100954
+"US_SRR",2016,345,1075,13.98831458,-36.89203821,136.4932084,NA,0.328875714,0,0.009,500,4.821875,0.822438776,2000,1.624514578,-0.890700742,2.51521532,0.00133177
+"US_SRR",2016,346,1076,8.58305,-40.94681921,181.3051993,NA,0.325631429,0,0.009,500,4.838541667,0.834544898,2000,1.336684978,-0.555210964,1.891895942,0.000843252
+"US_SRR",2016,347,1077,8.1061,-43.97299377,239.6619748,NA,0.322387143,0,0.009,500,4.8125,0.84665102,2000,1.10245233,-0.756444694,1.858897023,0.000973822
+"US_SRR",2016,348,1078,9.10458125,-44.8572264,236.8566611,NA,0.319142857,0,0.009,500,4.905208333,0.858757143,2000,1.320028848,-0.58380654,1.903835388,0.001027106
+"US_SRR",2016,349,1079,10.85350625,-36.34717781,214.5190381,NA,0.315898571,0,0.009,500,5.017708333,0.870863265,2000,1.615039869,-0.487124181,2.102164049,0.00103122
+"US_SRR",2016,350,1080,13.7679375,-7.712209484,152.3732951,NA,0.312654286,0,0.009,500,4.951041667,0.882969388,2000,1.947309418,-0.538092724,2.485402142,0.001554798
+"US_SRR",2016,351,1081,8.469310417,-1.380335635,183.9851407,NA,0.30941,0,0.009,500,4.309375,0.89507551,2000,1.039805398,-0.788893876,1.828699275,0.000551936
+"US_SRR",2016,352,1082,5.414669167,-0.121663505,200.3797688,NA,0.306165714,0,0.009,500,3.889583333,0.907181633,2000,0.825078873,-0.814530748,1.639609621,0.000630941
+"US_SRR",2016,353,1083,3.595701458,-0.197372345,280.824334,NA,0.302921429,0,0.009,500,3.685416667,0.919287755,2000,0.724697351,-0.860222846,1.584920197,0.000212874
+"US_SRR",2016,354,1084,3.626638333,0.112202824,286.9112431,NA,0.299677143,0,0.009,500,3.515625,0.931393878,2000,0.731529548,-0.81845189,1.549981438,-0.000267738
+"US_SRR",2016,355,1085,5.689025625,-0.356695365,288.1304387,NA,0.296432857,0,0.009,500,3.309375,0.9435,2000,0.737805182,-0.901992805,1.639797988,0.000121469
+"US_SRR",2016,356,1086,7.15813125,-3.346687784,268.7442629,NA,0.293188571,0,0.009,500,3.104166667,0.936133929,2000,0.854068533,-0.848045581,1.702114114,0.000493903
+"US_SRR",2016,357,1087,7.399914167,-7.316537047,289.0401298,NA,0.289944286,0,0.009,500,3.016666667,0.928767857,2000,0.792870879,-0.965348624,1.758219503,0.000205032
+"US_SRR",2016,358,1088,7.619235417,-10.86471746,148.7658302,NA,0.2867,0,0.009,500,3.009375,0.921401786,2000,1.252861484,-0.395025654,1.647887139,-0.000179218
+"US_SRR",2016,359,1089,5.931816667,-13.99700602,223.2533475,NA,0.2867,0,0.009,500,2.96875,0.914035714,2000,0.701772399,-0.886837091,1.58860949,-0.000408037
+"US_SRR",2016,360,1090,4.231427708,-17.20915878,246.0626246,NA,0.2867,0,0.009,500,2.938541667,0.906669643,2000,0.680950477,-0.805629424,1.486579901,-0.000808637
+"US_SRR",2016,361,1091,4.610240833,-20.56497591,207.4968074,NA,0.2867,0,0.009,500,2.871875,0.899303571,2000,0.654840305,-0.869851877,1.524692182,-0.001856864
+"US_SRR",2016,362,1092,4.895097083,-24.28008063,267.0443378,NA,0.2867,0,0.009,500,2.69375,0.8919375,2000,0.666035507,-0.867166268,1.533201775,-0.001873245
+"US_SRR",2016,363,1093,5.416201042,-27.99655359,294.8715908,NA,0.2867,0,0.009,500,2.588541667,0.884571429,2000,0.618682658,-0.961100436,1.579783095,-0.00171159
+"US_SRR",2016,364,1094,6.626820833,-31.36311387,267.7181463,NA,0.2867,0,0.009,500,2.492708333,0.877205357,2000,0.690782617,-0.908742475,1.599525092,-0.001102809
+"US_SRR",2016,365,1095,7.38799375,-34.88975731,261.8408169,NA,0.2867,0,0.009,500,2.446875,0.869839286,2000,0.735143623,-0.919733666,1.65487729,-0.000756254
+"US_SRR",2016,366,1096,7.351775,-34.88975731,164.9153174,NA,0.2867,0,0.009,500,2.503125,0.862473214,2000,0.84358285,-0.737333692,1.580916542,-0.001149798
+"US_SRR",2017,1,1097,8.338452083,0.480358594,222.9114931,NA,0.2867,0,0.009,500,2.592708333,0.855107143,2000,0.779815298,-0.871982601,1.651797899,0.000692388
+"US_SRR",2017,2,1098,7.13165,0.338771915,249.5216081,NA,0.2867,0,0.009,500,2.578125,0.847741071,2000,1.018867829,-0.559503578,1.578371407,-0.000508785
+"US_SRR",2017,3,1099,8.49753125,0.412859147,181.1300586,NA,0.2867,0,0.009,500,2.566666667,0.840375,2000,1.326303129,-0.344211669,1.670514798,-0.000669969
+"US_SRR",2017,4,1100,10.0921625,-0.031562891,202.558787,NA,0.2867,0,0.009,500,2.786458333,0.833008929,2000,1.421310525,-0.394740776,1.816051301,0.00018082
+"US_SRR",2017,5,1101,6.2536875,-2.090397391,279.0396772,NA,0.2867,0,0.009,500,2.276041667,0.825642857,2000,0.861993472,-0.705055176,1.567048648,0.000135558
+"US_SRR",2017,6,1102,3.266059792,-4.884327225,282.8812986,NA,0.2867,0,0.009,500,2.105208333,0.818276786,2000,0.775551675,-0.647384621,1.422936296,-0.001748903
+"US_SRR",2017,7,1103,9.10095,-8.066632259,184.9486054,NA,0.2867,0,0.009,500,1.986458333,0.810910714,2000,1.338850177,-0.411001815,1.749851993,-0.000773817
+"US_SRR",2017,8,1104,14.09310417,-2.563197575,158.3580016,NA,0.2867,0,0.009,500,1.748958333,0.803544643,2000,1.893738364,-0.384372136,2.278110501,0.000614341
+"US_SRR",2017,9,1105,11.80385625,-0.130481001,211.149057,NA,0.2867,0,0.009,500,1.033333333,0.796178571,2000,1.672302071,-0.401470584,2.073772655,0.000227082
+"US_SRR",2017,10,1106,12.10175,-3.865045028,137.4193828,NA,0.2867,0,0.009,500,0.752083333,0.7888125,2000,2.022187045,-0.096072052,2.118259097,0.000390313
+"US_SRR",2017,11,1107,10.17515833,-7.284256906,264.3028003,NA,0.2867,0,0.009,500,0.364583333,0.781446429,2000,1.321732213,-0.514505839,1.836238052,0.001177879
+"US_SRR",2017,12,1108,7.328420833,-9.720064672,167.3546687,NA,0.2867,0,0.009,500,0.35,0.774080357,2000,1.354183729,-0.113398016,1.467581744,-0.000163761
+"US_SRR",2017,13,1109,7.428979167,-11.32449411,296.8858358,NA,0.2867,0,0.009,500,0.420833333,0.766714286,2000,0.87249005,-0.664299876,1.536789926,0.00048705
+"US_SRR",2017,14,1110,6.612695833,-12.35852281,305.9907002,NA,0.2867,0,0.009,500,0.509375,0.759348214,2000,0.834733813,-0.648074642,1.482808455,-0.0000271
+"US_SRR",2017,15,1111,5.565183333,-11.92205678,263.096212,NA,0.2867,0,0.009,500,0.610416667,0.751982143,2000,0.85150005,-0.603221428,1.454721478,-0.00083518
+"US_SRR",2017,16,1112,5.202635417,-10.23786449,304.8266514,NA,0.2867,0,0.009,500,0.710416667,0.744616071,2000,0.756349405,-0.706572798,1.462922203,-0.001185854
+"US_SRR",2017,17,1113,4.542891667,-10.99089886,262.1153058,NA,0.2867,0,0.009,500,0.797916667,0.73725,2000,0.860326015,-0.541089423,1.401415438,-0.0016692
+"US_SRR",2017,18,1114,7.390375,-9.780114856,143.3932167,NA,0.2867,0,0.009,500,0.809375,0.729883929,2000,1.38307335,-0.190996541,1.574069891,-0.001853218
+"US_SRR",2017,19,1115,10.61338958,-10.09612578,283.542087,NA,0.2867,0,0.009,500,0.573958333,0.722517857,2000,0.564196944,-1.291230449,1.855427393,0.000335857
+"US_SRR",2017,20,1116,9.167720833,-12.81090086,250.7473918,NA,0.2867,0,0.009,500,0.444791667,0.715151786,2000,1.237410234,-0.516585851,1.753996084,0.000113196
+"US_SRR",2017,21,1117,9.706733333,-14.54951839,219.3671895,NA,0.2867,0,0.009,500,0.383333333,0.707785714,2000,1.262788641,-0.555920643,1.818709284,-0.000501262
+"US_SRR",2017,22,1118,9.477795833,-9.267078514,288.0289608,NA,0.2867,0,0.009,500,0.367708333,0.700419643,2000,1.171748892,-0.641884992,1.813633884,-0.000145571
+"US_SRR",2017,23,1119,7.88620625,-10.18227373,260.1904329,NA,0.2867,0,0.009,500,0.328125,0.693053571,2000,1.005985737,-0.652752435,1.658738172,-0.000437462
+"US_SRR",2017,24,1120,7.65013125,-10.41147793,289.103551,NA,0.2867,0,0.009,500,0.366666667,0.6856875,2000,0.817906853,-0.839631648,1.657538501,-0.000124061
+"US_SRR",2017,25,1121,7.005404167,-8.711221578,296.0177715,NA,0.2867,0,0.009,500,0.471875,0.678321429,2000,0.851537766,-0.734928646,1.586466412,-0.000651579
+"US_SRR",2017,26,1122,8.187102083,-10.75926225,312.1257957,NA,0.2867,0,0.009,500,0.605208333,0.670955357,2000,0.78749163,-0.923855524,1.711347153,-0.000285405
+"US_SRR",2017,27,1123,8.627585417,-12.09860939,273.5945014,NA,0.2867,0,0.009,500,0.711458333,0.663589286,2000,0.809529356,-0.931757183,1.741286539,-0.000651297
+"US_SRR",2017,28,1124,7.893310417,-12.35391136,258.9830232,NA,0.2867,0,0.009,500,0.813541667,0.656223214,2000,0.775825654,-0.915988993,1.691814648,-0.001037727
+"US_SRR",2017,29,1125,8.095610417,-7.048667618,283.7452514,NA,0.2867,0,0.009,500,0.8375,0.648857143,2000,0.798071348,-0.910743351,1.708814699,-0.000902456
+"US_SRR",2017,30,1126,8.124158333,-0.681878514,310.5613309,NA,0.2867,0,0.009,500,0.838541667,0.641491071,2000,0.696669535,-1.00918535,1.705854884,-0.000884475
+"US_SRR",2017,31,1127,8.154764583,0.297218201,283.2343018,NA,0.2867,0,0.009,500,0.8625,0.634125,2000,0.839359099,-0.861523861,1.700882959,-0.000833611
+"US_SRR",2017,32,1128,8.362739583,-0.361205463,146.0768495,NA,0.2867,0,0.009,500,0.847916667,0.626758929,2000,1.299718124,-0.361098693,1.660816817,-0.00157672
+"US_SRR",2017,33,1129,11.49310417,-2.332625138,230.6062457,NA,0.2867,0,0.009,500,0.826041667,0.619392857,2000,1.42480857,-0.538468705,1.963277275,-0.000346788
+"US_SRR",2017,34,1130,13.3876875,-5.846853131,310.7568509,NA,0.2867,0,0.009,500,0.867708333,0.612026786,2000,1.452926769,-0.772730236,2.225657004,0.001240137
+"US_SRR",2017,35,1131,12.53683125,-8.691356875,240.8918782,NA,0.2867,0,0.009,500,0.884375,0.604660714,2000,1.289818922,-0.864311953,2.154130875,0.000464008
+"US_SRR",2017,36,1132,11.48261458,-10.73483677,264.8196546,NA,0.2867,0,0.009,500,0.821875,0.597294643,2000,1.358317221,-0.6829455,2.041262722,0.000465915
+"US_SRR",2017,37,1133,12.92958333,-12.36115792,238.6478089,NA,0.2867,0,0.009,500,0.835416667,0.589928571,2000,1.621566517,-0.582139644,2.203706161,0.000555052
+"US_SRR",2017,38,1134,14.65766667,-13.86793613,250.9566852,NA,0.2867,0,0.009,500,0.653125,0.5825625,2000,1.909760796,-0.549087522,2.458848318,0.000748619
+"US_SRR",2017,39,1135,15.04147917,-15.04583189,190.8212136,NA,0.2867,0,0.009,500,0.378125,0.575196429,2000,2.11926136,-0.490862608,2.610123968,0.000392884
+"US_SRR",2017,40,1136,14.89160417,-15.93928742,162.9071626,NA,0.2867,0,0.009,500,0.319791667,0.567830357,2000,2.361083203,-0.224874716,2.585957919,0.000822635
+"US_SRR",2017,41,1137,13.34621458,-16.53538051,298.9609518,NA,0.2867,0,0.009,500,0.316666667,0.560464286,2000,1.492539515,-0.903281044,2.39582056,0.000406514
+"US_SRR",2017,42,1138,11.69427083,-17.1705949,311.4197833,NA,0.2867,0,0.009,500,0.333333333,0.553098214,2000,0.957214811,-1.135574227,2.092789038,0.002307407
+"US_SRR",2017,43,1139,12.19167917,-17.49086255,305.5097612,NA,0.2867,0,0.009,500,0.379166667,0.545732143,2000,0.866606702,-1.271226012,2.137832714,0.001463286
+"US_SRR",2017,44,1140,10.94485833,-18.49154693,318.2389176,NA,0.2867,0,0.009,500,0.433333333,0.538366071,2000,0.849085919,-1.098884796,1.947970715,0.001280357
+"US_SRR",2017,45,1141,11.8362125,-18.63744101,376.9559771,NA,0.2867,0,0.009,500,0.448958333,0.531,2000,0.750041251,-1.322324285,2.072365536,0.001665877
+"US_SRR",2017,46,1142,12.18792292,-19.34821222,211.7603999,NA,0.2867,0,0.009,500,0.441666667,0.535885714,2000,1.43427525,-0.677308999,2.111584248,0.000763495
+"US_SRR",2017,47,1143,14.396875,-20.36328837,362.4457678,NA,0.2867,0,0.009,500,0.455208333,0.540771429,2000,1.392107372,-1.058356431,2.450463803,0.002664458
+"US_SRR",2017,48,1144,11.9165625,-21.08931283,172.6923627,NA,0.2867,0,0.009,500,0.390625,0.545657143,2000,1.828146564,-0.298317392,2.126463955,0.000152932
+"US_SRR",2017,49,1145,11.53797917,-21.48503594,315.2828738,NA,0.2867,0,0.009,500,0.480208333,0.550542857,2000,1.099196688,-1.007186045,2.106382733,-0.004373564
+"US_SRR",2017,50,1146,10.29500833,-22.38604208,244.2667301,NA,0.2867,0,0.009,500,0.514583333,0.555428571,2000,1.327841733,-0.599481053,1.927322786,0.000177047
+"US_SRR",2017,51,1147,12.34416667,-23.5257287,158.6475927,NA,0.2867,0,0.009,500,0.426041667,0.560314286,2000,1.912581691,-0.206403629,2.11898532,0.000569587
+"US_SRR",2017,52,1148,11.91095208,-24.35462394,282.2993515,NA,0.2867,0,0.009,500,0.269791667,0.5652,2000,1.184793827,-0.857786312,2.042580139,0.001352152
+"US_SRR",2017,53,1149,8.517870833,-24.82575184,338.2528307,NA,0.2867,0,0.009,500,0.251041667,0.570085714,2000,0.62851315,-1.113791839,1.742304989,0.002127256
+"US_SRR",2017,54,1150,6.881297917,-25.76395362,352.0629911,NA,0.2867,0,0.009,500,0.309375,0.574971429,2000,0.204437877,-1.336442668,1.540880546,0.000856456
+"US_SRR",2017,55,1151,6.88315,-26.38928634,383.6433259,NA,0.2867,0,0.009,500,0.398958333,0.579857143,2000,0.317416138,-1.227123522,1.54453966,0.000810415
+"US_SRR",2017,56,1152,7.281227083,-26.68153057,309.946833,NA,0.2867,0,0.009,500,0.427083333,0.584742857,2000,0.495099807,-1.084540999,1.579640806,0.000212729
+"US_SRR",2017,57,1153,8.04216875,-16.2666496,402.660241,NA,0.2867,0,0.009,500,0.466666667,0.589628571,2000,0.3940158,-1.242436443,1.636452243,0.001679102
+"US_SRR",2017,58,1154,8.30589375,-8.346765101,372.5466833,NA,0.2867,0,0.009,500,0.476041667,0.594514286,2000,0.309563066,-1.320079542,1.629642608,0.001329098
+"US_SRR",2017,59,1155,8.66164375,-6.557725691,375.2040297,NA,0.2867,0,0.009,500,0.511458333,0.5994,2000,0.310516266,-1.357721542,1.668237808,0.001215794
+"US_SRR",2017,60,1156,9.708370833,-0.136460681,435.566467,NA,0.2867,0,0.009,500,0.53125,0.604285714,2000,0.347549206,-1.470795605,1.818344811,0.001860118
+"US_SRR",2017,61,1157,11.07198542,-0.531068938,442.8751134,NA,0.2867,0,0.009,500,0.559375,0.609171429,2000,0.343455525,-1.657758768,2.001214293,0.002717733
+"US_SRR",2017,62,1158,11.26299583,-2.199501228,392.9988652,NA,0.2867,0,0.009,500,0.577083333,0.614057143,2000,0.501898924,-1.538963607,2.040862531,0.002673933
+"US_SRR",2017,63,1159,11.6867,-5.265506538,369.9268607,NA,0.2867,0,0.009,500,0.603125,0.618942857,2000,0.645042882,-1.479519046,2.124561928,0.00547478
+"US_SRR",2017,64,1160,7.888729167,-8.07078763,358.159797,NA,0.2867,0,0.009,500,0.673958333,0.623828571,2000,0.596782795,-1.107210503,1.703993298,0.002700493
+"US_SRR",2017,65,1161,8.77109375,-10.21125998,412.7256847,NA,0.2867,0,0.009,500,0.715625,0.628714286,2000,0.220587658,-1.577373004,1.797960662,0.001919397
+"US_SRR",2017,66,1162,9.055647917,-11.83940543,347.1244942,NA,0.2867,0,0.009,500,0.688541667,0.6336,2000,0.485386358,-1.370985462,1.85637182,0.001832983
+"US_SRR",2017,67,1163,12.3981,-12.86831593,483.0174616,NA,0.2867,0,0.009,500,0.679166667,0.638485714,2000,-0.03080715,-2.342851195,2.312044046,0.003039586
+"US_SRR",2017,68,1164,15.45901458,-14.10504567,450.5311375,NA,0.2867,0,0.009,500,0.704166667,0.643371429,2000,0.147738265,-2.698510609,2.846248875,0.003558902
+"US_SRR",2017,69,1165,16.09545833,-15.15772287,328.4628458,NA,0.2867,0,0.009,500,0.742708333,0.648257143,2000,0.249375182,-2.873021731,3.122396912,0.002992557
+"US_SRR",2017,70,1166,15.80015625,-16.12328929,450.9844332,NA,0.2867,0,0.009,500,0.777083333,0.653142857,2000,0.2897226,-2.957068771,3.246791371,0.004071778
+"US_SRR",2017,71,1167,16.39433333,-16.58093757,462.4987197,NA,0.2867,0,0.009,500,0.814583333,0.658028571,2000,0.13930982,-3.307069929,3.446379749,0.003159466
+"US_SRR",2017,72,1168,16.109,-12.03440384,472.8427781,NA,0.2867,0,0.009,500,0.811458333,0.662914286,2000,0.118959977,-3.393152315,3.512112293,0.002761871
+"US_SRR",2017,73,1169,16.97514167,-8.783028422,494.1896003,NA,0.2867,0,0.009,500,0.820833333,0.6678,2000,-0.097909287,-3.813891278,3.715981991,0.002417933
+"US_SRR",2017,74,1170,14.57210417,-8.593908349,333.807639,NA,0.2867,0,0.009,500,0.827083333,0.672685714,2000,0.380578605,-3.135945855,3.51652446,0.005145382
+"US_SRR",2017,75,1171,15.54779167,-4.920306661,463.9464168,NA,0.2867,0,0.009,500,0.8375,0.677571429,2000,-0.005834533,-3.701063347,3.695228814,0.004864268
+"US_SRR",2017,76,1172,15.69731667,-6.809784438,462.1492148,NA,0.2867,0,0.009,500,0.765625,0.682457143,2000,-0.395600898,-4.152390411,3.756789513,0.002523328
+"US_SRR",2017,77,1173,15.14272917,-9.275237231,270.9924966,NA,0.2867,0,0.009,500,0.691666667,0.687342857,2000,0.743373944,-2.919283462,3.662657406,0.002733891
+"US_SRR",2017,78,1174,15.22647917,-11.67775135,320.8350193,NA,0.2867,0,0.009,500,0.702083333,0.692228571,2000,0.261756679,-3.399357771,3.66111445,0.002808421
+"US_SRR",2017,79,1175,13.70916667,-14.63277784,229.1120831,NA,0.2867,0,0.009,500,0.645833333,0.697114286,2000,1.278959119,-2.149929272,3.428888391,0.000611634
+"US_SRR",2017,80,1176,15.3628125,-21.12833278,505.097637,NA,0.2867,0,0.009,500,0.71875,0.702,2000,-0.251094444,-3.974686922,3.723592478,0.004438548
+"US_SRR",2017,81,1177,12.50725208,1.040168201,524.0704539,NA,0.2867,0,0.009,500,0.9125,0.706885714,2000,-1.054675542,-4.601035561,3.546360019,0.003184022
+"US_SRR",2017,82,1178,11.21582917,-3.682512738,483.5036244,NA,0.2867,0,0.009,500,0.792708333,0.711771429,2000,-1.391382307,-4.587064542,3.195682235,0.003660582
+"US_SRR",2017,83,1179,11.82804167,-10.70473567,251.1350455,NA,0.2867,0,0.009,500,0.733333333,0.716657143,2000,1.301145424,-1.815212088,3.116357512,-0.000398186
+"US_SRR",2017,84,1180,12.80268958,-8.285904113,526.1133614,NA,0.2867,0,0.009,500,0.708333333,0.721542857,2000,-1.260408862,-4.513298453,3.252889591,0.004365871
+"US_SRR",2017,85,1181,12.76260417,-10.68076627,293.9579514,NA,0.2867,0,0.009,500,0.683333333,0.726428571,2000,0.62786214,-2.531357428,3.159219568,0.001977099
+"US_SRR",2017,86,1182,12.93004583,-12.56836906,460.169338,NA,0.2867,0,0.009,500,0.711458333,0.731314286,2000,-1.715171885,-4.85660359,3.141431705,0.005109095
+"US_SRR",2017,87,1183,16.12390625,-13.83433843,506.8770431,NA,0.2867,0,0.009,500,0.758333333,0.7362,2000,-0.2490819,-3.807092632,3.558010731,0.004239455
+"US_SRR",2017,88,1184,16.4714375,-14.606224,511.8454519,NA,0.2867,0,0.009,500,0.785416667,0.732709091,2000,-1.583761984,-5.370336846,3.786574862,0.003382908
+"US_SRR",2017,89,1185,15.01085417,-15.15002023,512.6799902,NA,0.2867,0,0.009,500,0.842708333,0.729218182,2000,-0.788304347,-4.434130488,3.64582614,0.003974483
+"US_SRR",2017,90,1186,16.99047917,-15.59570915,495.1681199,NA,0.2867,0,0.009,500,0.902083333,0.725727273,2000,-0.357506217,-4.030299144,3.672792927,0.005145522
+"US_SRR",2017,91,1187,18.16614583,-15.22740135,512.4731134,NA,0.2867,0,0.009,500,0.84375,0.722236364,2000,-0.769553173,-4.778934261,4.009381088,0.00427591
+"US_SRR",2017,92,1188,17.92183333,-13.4554395,517.7841695,NA,0.2867,0,0.009,500,0.835416667,0.718745455,2000,-1.135520634,-5.478293571,4.342772938,0.003025666
+"US_SRR",2017,93,1189,16.04319167,-15.27351584,506.2714615,NA,0.2867,0,0.009,500,0.8,0.715254545,2000,-1.718991835,-5.960772091,4.241780256,0.002506442
+"US_SRR",2017,94,1190,15.487625,-17.40253557,491.1934599,NA,0.2867,0,0.009,500,0.786458333,0.711763636,2000,-1.109980967,-5.313898055,4.203917088,0.001082643
+"US_SRR",2017,95,1191,16.1633125,-18.2533732,421.999958,NA,0.2867,0,0.009,500,0.835416667,0.708272727,2000,-1.513473822,-5.834079006,4.320605184,0.00095699
+"US_SRR",2017,96,1192,12.7604375,-5.375218478,255.4457747,NA,0.2867,0,0.009,500,0.840625,0.704781818,2000,1.333533573,-2.467104362,3.800637935,0.000599873
+"US_SRR",2017,97,1193,12.79075833,-1.604016237,329.5401745,NA,0.29753,0,0.009,500,0.879166667,0.701290909,2000,-0.279224158,-3.64194591,3.362721751,0.001097592
+"US_SRR",2017,98,1194,9.609054167,-5.17758496,514.9319118,NA,0.301605,0,0.009,500,0.936458333,0.6978,2000,-2.698520009,-5.643702093,2.945182084,0.002418845
+"US_SRR",2017,99,1195,10.18414583,-8.359839319,556.1197963,NA,0.30568,0,0.009,500,0.857291667,0.694309091,2000,-2.716322428,-5.761121825,3.044799398,0.002075626
+"US_SRR",2017,100,1196,12.64605,-10.87895721,556.2376122,NA,0.309755,0,0.009,500,0.803125,0.690818182,2000,-3.193446178,-6.649025077,3.4555789,0.002295582
+"US_SRR",2017,101,1197,14.327875,-12.64585153,274.0870489,NA,0.31383,0,0.009,500,0.760416667,0.687327273,2000,0.402742456,-3.359005786,3.761748241,0.001854843
+"US_SRR",2017,102,1198,14.4703125,-14.00146544,458.8131622,NA,0.317905,0,0.009,500,0.778125,0.683836364,2000,-1.981139263,-5.789733356,3.808594093,0.003527116
+"US_SRR",2017,103,1199,11.81049792,-15.93442259,484.674,NA,0.32198,0,0.009,500,0.828125,0.680345455,2000,-3.383622361,-6.837306448,3.453684087,-0.003007172
+"US_SRR",2017,104,1200,10.96710417,-17.72832683,483.0427311,NA,0.326055,0,0.009,500,0.853125,0.676854545,2000,-2.14372065,-5.458417546,3.314696896,0.002987755
+"US_SRR",2017,105,1201,12.97447292,-18.61732293,504.7138075,NA,0.33013,0,0.009,500,0.773958333,0.673363636,2000,-1.948683311,-5.660582173,3.711898861,0.0032759
+"US_SRR",2017,106,1202,11.27292083,-6.075550583,220.3670282,NA,0.334205,0,0.009,500,0.667708333,0.669872727,2000,1.280458961,-2.245010214,3.525469175,-0.000352497
+"US_SRR",2017,107,1203,13.3145625,-8.491797698,278.4895201,NA,0.33828,0,0.009,500,0.711458333,0.666381818,2000,0.271582998,-3.375325233,3.646908231,0.00024146
+"US_SRR",2017,108,1204,14.89329167,-10.71395856,581.245466,NA,0.343100714,0,0.009,500,0.714583333,0.662890909,2000,-3.225206264,-7.217471106,3.992264841,0.001788196
+"US_SRR",2017,109,1205,14.48195625,-9.252737416,592.1136284,NA,0.347921429,0,0.009,500,0.736458333,0.6594,2000,-3.974383617,-8.219880173,4.245496556,0.007417778
+"US_SRR",2017,110,1206,14.9489375,-12.75672901,615.1837376,NA,0.352742143,0,0.009,500,0.752083333,0.685025926,2000,-2.464266697,-6.945069257,4.48080256,0.002585314
+"US_SRR",2017,111,1207,16.48427917,-15.28436034,592.0735279,NA,0.357562857,0,0.009,500,0.65625,0.710651852,2000,-2.230291949,-6.927587156,4.697295207,0.004175605
+"US_SRR",2017,112,1208,14.57725625,-17.51199414,382.6606576,NA,0.362383571,0,0.009,500,0.636458333,0.736277778,2000,-3.559440875,-8.011514176,4.452073301,0.001508153
+"US_SRR",2017,113,1209,14.09466667,-19.75787103,591.5924358,NA,0.367204286,0,0.009,500,0.742708333,0.761903704,2000,-3.465367793,-7.785507604,4.32013981,0.004265382
+"US_SRR",2017,114,1210,13.329125,-21.54685976,310.7466623,NA,0.372025,0,0.009,500,0.786458333,0.78752963,2000,-1.290642198,-5.305751841,4.015109643,-0.000968135
+"US_SRR",2017,115,1211,14.41489583,-22.72130961,540.3284272,NA,0.376845714,0,0.009,500,0.827083333,0.813155556,2000,-5.177461388,-9.18191717,4.004455782,0.004991862
+"US_SRR",2017,116,1212,15.0869375,-22.49114257,473.7481516,NA,0.381666429,0,0.009,500,0.861458333,0.838781481,2000,-4.410763504,-8.568207166,4.157443662,0.008500445
+"US_SRR",2017,117,1213,15.57510417,-17.59145295,588.3006893,NA,0.386487143,0,0.009,500,0.859375,0.864407407,2000,-4.612007711,-8.845938685,4.233930975,0.004174579
+"US_SRR",2017,118,1214,16.99583333,-18.90976986,596.8466344,NA,0.391307857,0,0.009,500,0.877083333,0.890033333,2000,-1.79437781,-6.183822904,4.389445094,0.004961598
+"US_SRR",2017,119,1215,19.20370833,-10.11401415,602.3602085,NA,0.396128571,0,0.009,500,0.85625,0.915659259,2000,-1.842294966,-6.632260102,4.789965136,0.004712228
+"US_SRR",2017,120,1216,18.70679167,-10.21865856,629.0452485,NA,0.400949286,0,0.009,500,0.807291667,0.941285185,2000,-2.703147518,-7.774963272,5.071815754,0.004626804
+"US_SRR",2017,121,1217,22.4785,-14.16453843,645.2025708,NA,0.40577,0,0.009,500,0.78125,0.966911111,2000,-0.061952541,-6.084909554,6.022957014,0.001675537
+"US_SRR",2017,122,1218,24.16325,-8.658012554,651.7043879,NA,0.407057857,0,0.009,500,0.729166667,0.992537037,2000,0.314058129,-6.354645183,6.668703312,0.001384972
+"US_SRR",2017,123,1219,24.1508125,-12.46108953,644.1700023,NA,0.408345714,0,0.009,500,0.711458333,1.018162963,2000,-0.588627767,-7.561108356,6.972480589,-0.000591081
+"US_SRR",2017,124,1220,18.59508333,-16.60739006,608.0431367,NA,0.409633571,0,0.009,500,0.778125,1.043788889,2000,-2.348650334,-8.699414389,6.350764055,0.007677495
+"US_SRR",2017,125,1221,14.99635417,-20.25611019,638.3906348,NA,0.410921429,0,0.009,500,0.830208333,1.069414815,2000,-3.214253645,-8.71841245,5.504158804,0.005203529
+"US_SRR",2017,126,1222,13.69229792,-23.34785853,544.040695,NA,0.412209286,0,0.009,500,0.833333333,1.095040741,2000,-3.284341402,-8.24183888,4.957497478,0.005767611
+"US_SRR",2017,127,1223,16.80364583,-26.34641507,628.8913948,NA,0.413497143,0,0.009,500,0.760416667,1.120666667,2000,-2.128474563,-7.491562464,5.363087901,0.004643663
+"US_SRR",2017,128,1224,17.69208333,-29.22122262,621.7679903,NA,0.414785,0,0.009,500,0.772916667,1.146292593,2000,-2.799004701,-8.358439217,5.559434516,0.003068161
+"US_SRR",2017,129,1225,18.97210417,-31.79927584,639.4114758,NA,0.416072857,0,0.009,500,0.76875,1.171918519,2000,-3.035628426,-8.831316742,5.795688316,0.003348348
+"US_SRR",2017,130,1226,13.78979167,-33.89844785,618.5355688,NA,0.417360714,0,0.009,500,0.820833333,1.197544444,2000,-6.085846127,-10.99398643,4.908140307,0.009286106
+"US_SRR",2017,131,1227,14.08639583,-35.73471661,525.7255958,NA,0.418648571,0,0.009,500,0.883333333,1.22317037,2000,-5.61864796,-10.27643424,4.657786282,0.007478951
+"US_SRR",2017,132,1228,13.377575,-37.17764398,634.9716502,NA,0.419936429,0,0.009,500,0.895833333,1.248796296,2000,-4.659721368,-9.184639476,4.524918108,0.00749344
+"US_SRR",2017,133,1229,12.93680417,-9.398074064,625.480257,NA,0.421224286,0,0.009,500,0.845833333,1.274422222,2000,-4.44068125,-8.852573068,4.411891818,0.004742643
+"US_SRR",2017,134,1230,13.646925,-4.297305003,608.1878769,NA,0.422512143,0,0.009,500,0.769791667,1.300048148,2000,-3.699466653,-8.31852019,4.619053537,0.007630113
+"US_SRR",2017,135,1231,14.60827292,-1.170945457,636.5401625,NA,0.4238,0,0.009,500,0.78125,1.325674074,2000,-3.802522005,-8.637885481,4.835363476,0.009690334
+"US_SRR",2017,136,1232,13.52727083,-0.287726335,462.9072241,NA,0.425234286,0,0.009,500,0.797916667,1.3513,2000,-3.758506427,-8.259936471,4.501430044,0.005069281
+"US_SRR",2017,137,1233,15.62473125,-0.361306814,638.2642159,NA,0.426668571,0,0.009,500,0.907291667,1.339060714,2000,-2.659132679,-7.398194808,4.739062129,0.004275278
+"US_SRR",2017,138,1234,18.96203958,-0.226561295,644.9827994,NA,0.428102857,0,0.009,500,0.844791667,1.326821429,2000,-1.920188142,-7.207102344,5.286914202,0.003971496
+"US_SRR",2017,139,1235,21.60841667,-1.276451351,661.6435896,NA,0.429537143,0,0.009,500,0.803125,1.314582143,2000,-0.428015416,-6.322165601,5.894150185,0.003657567
+"US_SRR",2017,140,1236,22.7238125,-5.123919859,651.1767459,NA,0.430971429,0,0.009,500,0.789583333,1.302342857,2000,-0.210134752,-6.535543649,6.325408896,0.000966815
+"US_SRR",2017,141,1237,23.1716875,-9.196589227,647.9664098,NA,0.432405714,0,0.009,500,0.780208333,1.290103571,2000,0.419440713,-6.163095695,6.582536408,0.001062724
+"US_SRR",2017,142,1238,21.4925,-12.64362182,638.728071,NA,0.43384,0,0.009,500,0.770833333,1.277864286,2000,-0.727690355,-7.306547048,6.578856693,0.006146645
+"US_SRR",2017,143,1239,19.02722917,-15.39989994,664.7686819,NA,0.435274286,0,0.009,500,0.794791667,1.265625,2000,-5.010874833,-11.11706991,6.106195075,-0.004462424
+"US_SRR",2017,144,1240,14.79704167,-17.87133241,593.0329065,NA,0.436708571,0,0.009,500,0.85,1.253385714,2000,-7.420126706,-12.50329072,5.083164011,0.002947523
+"US_SRR",2017,145,1241,14.41614583,-19.16704816,604.2569306,NA,0.438142857,0,0.009,500,0.823958333,1.241146429,2000,-5.917128307,-10.5695424,4.652414095,0.008919602
+"US_SRR",2017,146,1242,14.63839583,-20.72602188,453.0850495,NA,0.439577143,0,0.009,500,0.816666667,1.228907143,2000,-5.330674682,-9.829583483,4.498908801,0.003972075
+"US_SRR",2017,147,1243,15.2919375,-22.03526793,654.3617403,NA,0.441011429,0,0.009,500,0.827083333,1.216667857,2000,-6.334567363,-10.93287638,4.598309021,0.006957668
+"US_SRR",2017,148,1244,16.32522917,-10.41872449,658.8516099,NA,0.442445714,0,0.009,500,0.8375,1.204428571,2000,-6.306544697,-11.21451617,4.90797147,0.006015901
+"US_SRR",2017,149,1245,15.72639583,-4.169755371,593.3232441,NA,0.44388,0,0.009,500,0.865625,1.192189286,2000,-6.941801306,-11.83048857,4.888687262,0.006405518
+"US_SRR",2017,150,1246,15.48327083,-1.475858502,571.5485203,NA,0.445548571,0,0.009,500,0.895833333,1.17995,2000,-5.766067722,-10.59842,4.832352275,0.005900592
+"US_SRR",2017,151,1247,17.58470833,-0.85878585,696.5900944,NA,0.447217143,0,0.009,500,0.889583333,1.167710714,2000,-3.702460261,-8.915814545,5.213354284,0.006797389
+"US_SRR",2017,152,1248,18.43445833,-5.56991283,676.6100136,NA,0.448885714,0,0.009,500,0.9125,1.155471429,2000,-3.499433868,-9.03604459,5.536610721,0.005180934
+"US_SRR",2017,153,1249,20.16325,-10.46443358,682.1846494,NA,0.450554286,0,0.009,500,0.9125,1.143232143,2000,-2.796926134,-8.662829508,5.865903374,0.005623301
+"US_SRR",2017,154,1250,18.37341667,-15.8928182,599.8959214,NA,0.452222857,0,0.009,500,0.9,1.130992857,2000,-2.337484849,-7.995877729,5.65839288,0.005642964
+"US_SRR",2017,155,1251,17.8756875,-21.44530654,663.990513,NA,0.453891429,0,0.009,500,0.883333333,1.118753571,2000,-3.342077575,-8.92617429,5.584096716,0.005048722
+"US_SRR",2017,156,1252,19.71491667,-26.41102603,660.7507206,NA,0.45556,0,0.009,500,0.870833333,1.106514286,2000,-2.527810526,-8.44091371,5.913103184,0.005905702
+"US_SRR",2017,157,1253,17.947,-30.50158376,664.139889,NA,0.457228571,0,0.009,500,0.842708333,1.094275,2000,-4.080171853,-9.770321036,5.690149183,0.005156448
+"US_SRR",2017,158,1254,16.04077083,-33.8842081,530.9650365,NA,0.458897143,0,0.009,500,0.835416667,1.082035714,2000,-7.217595252,-12.40357008,5.185974823,0.004996306
+"US_SRR",2017,159,1255,16.50614583,-37.41713527,447.9379788,NA,0.460565714,0,0.009,500,0.85625,1.069796429,2000,-2.559247664,-7.61492729,5.055679626,0.00282941
+"US_SRR",2017,160,1256,16.84,-39.88912517,663.948866,NA,0.462234286,0,0.009,500,0.876041667,1.057557143,2000,-6.928151543,-12.16699499,5.238843445,0.0070158
+"US_SRR",2017,161,1257,15.4956875,-41.94836507,658.7045346,NA,0.463902857,0,0.009,500,0.883333333,1.045317857,2000,-6.594621342,-11.43782963,4.843208288,0.005827572
+"US_SRR",2017,162,1258,13.50286458,-36.37134991,615.2295552,NA,0.465571429,0,0.009,500,0.895833333,1.033078571,2000,-6.001469487,-10.4793707,4.477901217,0.005059209
+"US_SRR",2017,163,1259,15.57986042,-3.963861786,691.5482755,NA,0.46724,0,0.009,500,0.897916667,1.020839286,2000,-4.574328441,-9.540839636,4.966511194,0.00525749
+"US_SRR",2017,164,1260,18.37839583,0.038064917,692.4389532,NA,0.466867143,0,0.009,500,0.847916667,1.0086,2000,-3.602103217,-9.157416597,5.55531338,-0.000477885
+"US_SRR",2017,165,1261,20.660625,1.477343677,678.8082429,NA,0.466494286,0,0.009,500,0.844791667,1.010389286,2000,-2.906899697,-9.024043362,6.117143666,0.004216818
+"US_SRR",2017,166,1262,21.65577083,2.398417219,682.6434587,NA,0.466121429,0,0.009,500,0.894791667,1.012178571,2000,-1.997710847,-8.338778882,6.341068035,-0.004979604
+"US_SRR",2017,167,1263,25.50583333,1.92749202,705.0622628,NA,0.465748571,0,0.009,500,0.954166667,1.013967857,2000,-0.770700802,-7.83377313,7.063072328,-0.002190893
+"US_SRR",2017,168,1264,26.619375,0.977229527,706.1127843,NA,0.465375714,0,0.009,500,0.934375,1.015757143,2000,-0.488276136,-7.927416615,7.439140479,0.002946535
+"US_SRR",2017,169,1265,29.650375,-4.643214334,708.1779822,NA,0.465002857,0,0.009,500,0.866666667,1.017546429,2000,1.650723958,-6.417625149,8.068349107,0.0002801
+"US_SRR",2017,170,1266,25.8525,-8.915594905,699.2704965,NA,0.46463,0,0.009,500,0.841666667,1.019335714,2000,-1.166812059,-8.844422809,7.67761075,-0.001934682
+"US_SRR",2017,171,1267,24.01460417,-12.74304669,715.6419194,NA,0.464257143,0,0.009,500,0.89375,1.021125,2000,-6.295395314,-13.55411086,7.258715551,0.008027909
+"US_SRR",2017,172,1268,23.6996875,-16.98487007,717.7237252,NA,0.463884286,0,0.009,500,0.938541667,1.022914286,2000,-5.827873728,-12.99309566,7.165221927,0.005314898
+"US_SRR",2017,173,1269,26.79827083,-21.95368076,693.8644326,NA,0.463511429,0,0.009,500,0.951041667,1.024703571,2000,-2.698367738,-10.35058316,7.652215426,0.002730923
+"US_SRR",2017,174,1270,21.56189583,-25.5855767,687.9123196,NA,0.463138571,0,0.009,500,1.025,1.026492857,2000,-6.575245417,-13.2086452,6.633399787,0.001409195
+"US_SRR",2017,175,1271,19.02627083,-9.857343953,662.4651046,NA,0.462765714,0,0.009,500,1.109375,1.028282143,2000,-7.846345849,-13.66184658,5.815500726,0.01025832
+"US_SRR",2017,176,1272,17.72939583,-1.173884622,684.8229249,NA,0.462392857,0,0.009,500,1.179166667,1.030071429,2000,-7.939906306,-13.37641033,5.436504025,0.010066075
+"US_SRR",2017,177,1273,18.045875,-1.016436587,708.2564496,NA,0.46202,0,0.009,500,1.202083333,1.031860714,2000,-6.821565227,-12.25247968,5.430914457,0.014575864
+"US_SRR",2017,178,1274,18.03677083,-0.986132781,679.5175695,NA,0.461896429,0,0.009,500,1.176041667,1.03365,2000,-7.205121091,-12.65575253,5.450631438,-0.000425281
+"US_SRR",2017,179,1275,18.24777083,-0.282709484,683.589812,NA,0.461772857,0,0.009,500,1.130208333,1.035439286,2000,-5.52822264,-11.13248884,5.604266199,0.010681278
+"US_SRR",2017,180,1276,18.00460417,-2.481458379,675.5880711,NA,0.461649286,0,0.009,500,1.132291667,1.037228571,2000,-4.648881022,-10.22597037,5.577089345,0.01037052
+"US_SRR",2017,181,1277,18.1581875,-5.776313168,679.1199469,NA,0.461525714,0,0.009,500,1.183333333,1.039017857,2000,-3.681081684,-9.275345698,5.594264014,0.007197279
+"US_SRR",2017,182,1278,18.59860417,-7.365540025,683.2330726,NA,0.461402143,0,0.009,500,1.205208333,1.040807143,2000,-3.5661064,-9.169695366,5.603588966,0.009944347
+"US_SRR",2017,183,1279,17.62135417,-11.18762023,693.9043608,NA,0.461278571,0,0.009,500,1.21875,1.042596429,2000,-3.390986241,-8.792118298,5.401132057,0.010205778
+"US_SRR",2017,184,1280,18.68122917,-15.35626854,679.6648915,NA,0.461155,0,0.009,500,1.234375,1.044385714,2000,-2.975209595,-8.580537328,5.605327733,0.006003719
+"US_SRR",2017,185,1281,18.85154167,-20.12754705,678.3128786,NA,0.461031429,0,0.009,500,1.271875,1.046175,2000,-3.096838016,-8.718617717,5.6217797,0.009454513
+"US_SRR",2017,186,1282,18.9565,-25.51574619,648.3654431,NA,0.460907857,0,0.009,500,1.275,1.047964286,2000,-3.940565656,-9.595197091,5.654631435,-0.005191765
+"US_SRR",2017,187,1283,23.21377083,-30.60962342,684.820191,NA,0.460784286,0,0.009,500,1.280208333,1.049753571,2000,-2.501329705,-8.822090885,6.32076118,0.013634167
+"US_SRR",2017,188,1284,26.94958333,-35.65312944,685.6649946,NA,0.460660714,0,0.009,500,1.269791667,1.051542857,2000,-0.627828168,-7.612749251,6.984921083,0.003609644
+"US_SRR",2017,189,1285,25.72870833,-38.91246087,669.1354285,NA,0.460537143,0,0.009,500,1.255208333,1.053332143,2000,-3.475979556,-10.56207081,7.086091257,0.005207574
+"US_SRR",2017,190,1286,21.4043125,-35.05480663,658.5601281,NA,0.460413571,0,0.009,500,1.322916667,1.055121429,2000,-6.273252868,-12.5717411,6.298488235,0.011086273
+"US_SRR",2017,191,1287,20.70739583,-5.051859638,673.8546764,NA,0.46029,0,0.009,500,1.36875,1.056910714,2000,-6.335400002,-12.44535198,6.109951978,0.007380739
+"US_SRR",2017,192,1288,19.02739583,0.260174586,674.7377559,NA,0.461375,0,0.009,500,1.391666667,1.0587,2000,-7.030225383,-12.849355,5.819129617,0.011039449
+"US_SRR",2017,193,1289,19.48995833,2.192168907,674.8734216,NA,0.46246,0,0.009,500,1.403125,1.051007143,2000,-6.075536606,-11.89987708,5.824340475,0.008779816
+"US_SRR",2017,194,1290,19.1926875,2.341812953,671.3887329,NA,0.463545,0,0.009,500,1.382291667,1.043314286,2000,-5.850051094,-11.65289742,5.802846321,0.010491036
+"US_SRR",2017,195,1291,20.14122917,1.842610958,671.3437804,NA,0.46463,0,0.009,500,1.389583333,1.035621429,2000,-3.709014626,-9.727346934,6.018332307,0.00941922
+"US_SRR",2017,196,1292,24.19014583,1.146079497,664.3768572,NA,0.465715,0,0.009,500,1.382291667,1.027928571,2000,-1.417093657,-8.161978506,6.744884849,0.005194534
+"US_SRR",2017,197,1293,27.54516667,-0.607335206,677.5797405,NA,0.4668,0,0.009,500,1.401041667,1.020235714,2000,0.561439565,-6.847498793,7.408938358,0.008103023
+"US_SRR",2017,198,1294,23.737125,-5.073447299,654.5567259,NA,0.467885,0,0.009,500,1.410416667,1.012542857,2000,-1.278571844,-8.007995618,6.729423774,0.014362402
+"US_SRR",2017,199,1295,18.67329167,-9.546501903,642.6263465,NA,0.46897,0,0.009,500,1.454166667,1.00485,2000,-3.859917396,-9.742282072,5.882364676,0.007167659
+"US_SRR",2017,200,1296,20.3063125,-13.81102781,651.2984887,NA,0.470055,0,0.009,500,1.49375,0.997157143,2000,-4.08507997,-10.06105386,5.975973892,0.007905966
+"US_SRR",2017,201,1297,20.50670833,-17.49760236,653.5381042,NA,0.47114,0,0.009,500,1.604166667,0.989464286,2000,-6.253236616,-12.15122129,5.897984671,0.007225783
+"US_SRR",2017,202,1298,21.08845833,-18.00334147,654.7253283,NA,0.472225,0,0.009,500,1.741666667,0.981771429,2000,-5.5844445,-11.45905349,5.874608986,0.007779938
+"US_SRR",2017,203,1299,23.77920833,-10.17294948,661.4082309,NA,0.47331,0,0.009,500,1.880208333,0.974078571,2000,-3.934076212,-10.15957288,6.225496665,0.003471904
+"US_SRR",2017,204,1300,23.1135,-11.2849674,643.6289857,NA,0.474395,0,0.009,500,2.066666667,0.966385714,2000,-5.086873899,-11.4025373,6.315663396,0.006291013
+"US_SRR",2017,205,1301,17.7800625,-9.231859208,653.5203876,NA,0.47548,0,0.009,500,2.191666667,0.958692857,2000,-6.536791091,-11.91211239,5.375321297,0.00768627
+"US_SRR",2017,206,1302,19.45314583,-7.914707827,645.4576822,NA,0.475537857,0,0.009,500,2.245833333,0.951,2000,-6.347124427,-11.83764389,5.49051946,0.00653607
+"US_SRR",2017,207,1303,20.553125,-6.775173235,644.356805,NA,0.475595714,0,0.009,500,2.180208333,0.943307143,2000,-5.300903868,-11.01204549,5.711141618,0.005018082
+"US_SRR",2017,208,1304,22.85464583,-5.379931277,647.2269638,NA,0.475653571,0,0.009,500,2.113541667,0.935614286,2000,-3.518708405,-9.733490277,6.214781872,0.00549774
+"US_SRR",2017,209,1305,20.7785625,-2.724750307,644.545986,NA,0.475711429,0,0.009,500,2.166666667,0.927921429,2000,-3.537902739,-9.6654583,6.127555561,0.006981267
+"US_SRR",2017,210,1306,18.70479167,-5.977037876,638.5910618,NA,0.475769286,0,0.009,500,2.204166667,0.920228571,2000,-3.34534393,-9.105389853,5.760045923,0.007902945
+"US_SRR",2017,211,1307,19.57560417,-10.7652926,654.3965083,NA,0.475827143,0,0.009,500,2.285416667,0.912535714,2000,-2.315695984,-8.100781707,5.785085723,0.010113347
+"US_SRR",2017,212,1308,20.6495625,-15.71479601,644.4558429,NA,0.475885,0,0.009,500,2.36875,0.904842857,2000,-2.04083516,-7.882957059,5.8421219,0.006997638
+"US_SRR",2017,213,1309,23.1705625,-21.13421111,636.1980727,NA,0.475942857,0,0.009,500,2.49375,0.89715,2000,-1.23149584,-7.388643496,6.157147657,0.005341248
+"US_SRR",2017,214,1310,24.79191667,-26.56132885,632.6646748,NA,0.476000714,0,0.009,500,2.495833333,0.889457143,2000,-1.027390416,-7.638340348,6.610949932,0.005848856
+"US_SRR",2017,215,1311,24.64939583,-31.6635675,518.5689637,NA,0.476058571,0,0.009,500,2.521875,0.881764286,2000,-1.055101818,-7.7064475,6.651345682,0.004474126
+"US_SRR",2017,216,1312,22.81729167,-36.74158336,324.2771308,NA,0.476116429,0,0.009,500,2.66875,0.874071429,2000,1.166329024,-4.998555511,6.164884535,0.003243758
+"US_SRR",2017,217,1313,20.09970833,-39.4586895,638.114815,NA,0.476174286,0,0.009,500,2.794791667,0.866378571,2000,-6.216230358,-11.974284,5.758053643,0.009126097
+"US_SRR",2017,218,1314,18.53266667,-37.18605608,637.9955361,NA,0.476232143,0,0.009,500,2.955208333,0.858685714,2000,-6.196792559,-11.65434067,5.457548113,0.008258261
+"US_SRR",2017,219,1315,19.0895,-11.7987132,624.430656,NA,0.47629,0,0.009,500,3.045833333,0.850992857,2000,-6.054230067,-11.49326277,5.439032699,0.008230913
+"US_SRR",2017,220,1316,18.98445833,0.066341713,626.8506583,NA,0.477083571,0,0.009,500,3.132291667,0.8433,2000,-5.684193227,-11.11242287,5.428229641,0.007210564
+"US_SRR",2017,221,1317,18.56891667,0.951993247,622.689243,NA,0.477877143,0,0.009,500,3.104166667,0.838432653,2000,-5.696426259,-11.10868762,5.412261357,0.008197507
+"US_SRR",2017,222,1318,19.20610417,2.004974494,615.0167335,NA,0.478670714,0,0.009,500,3.014583333,0.833565306,2000,-4.690776035,-10.24011035,5.549334313,0.006766786
+"US_SRR",2017,223,1319,20.303125,2.086713689,608.2667679,NA,0.479464286,0,0.009,500,2.977083333,0.828697959,2000,-3.525808355,-9.255375655,5.7295673,0.007781189
+"US_SRR",2017,224,1320,19.614375,1.757071117,600.6960405,NA,0.480257857,0,0.009,500,3.038541667,0.823830612,2000,-2.868153285,-8.528048203,5.659894918,0.009188266
+"US_SRR",2017,225,1321,19.06033333,0.834274616,609.7129526,NA,0.481051429,0,0.009,500,3.138541667,0.818963265,2000,-2.499979936,-7.9868861,5.486906164,0.006639681
+"US_SRR",2017,226,1322,17.48016667,-1.283748588,592.4864439,NA,0.481845,0,0.009,500,3.266666667,0.814095918,2000,-3.372543125,-8.648586117,5.276042993,0.007948585
+"US_SRR",2017,227,1323,17.11175,-5.35626593,608.7510369,NA,0.482638571,0,0.009,500,3.447916667,0.809228571,2000,-3.620951028,-8.819567782,5.198616754,0.006420096
+"US_SRR",2017,228,1324,18.50997917,-9.290997238,596.7830407,NA,0.483432143,0,0.009,500,3.588541667,0.804361224,2000,-6.016708032,-11.27227643,5.255568394,0.006189285
+"US_SRR",2017,229,1325,19.92845833,-13.70922121,602.2055361,NA,0.484225714,0,0.009,500,3.666666667,0.799493878,2000,-5.566091538,-10.82610085,5.260009309,0.006828885
+"US_SRR",2017,230,1326,19.09325,-18.7916965,597.0633774,NA,0.485019286,0,0.009,500,3.786458333,0.794626531,2000,-5.439091738,-10.55908943,5.119997693,0.008368492
+"US_SRR",2017,231,1327,18.39195833,-22.94098686,595.0962828,NA,0.485812857,0,0.009,500,3.885416667,0.789759184,2000,-5.337558702,-10.34152401,5.003965311,0.005981075
+"US_SRR",2017,232,1328,18.92485417,-24.15947351,556.8812454,NA,0.486606429,0,0.009,500,4.0125,0.784891837,2000,-5.650024279,-10.5837554,4.933731121,0.005334959
+"US_SRR",2017,233,1329,18.6380625,-18.34347382,537.2986891,NA,0.4874,0,0.009,500,4.059375,0.78002449,2000,-5.24089525,-10.08945428,4.848559035,0.00547473
+"US_SRR",2017,234,1330,20.37525,-22.12146654,582.0171673,NA,0.487161429,0,0.009,500,4.029166667,0.775157143,2000,-4.37077304,-9.421556976,5.050783937,0.005835818
+"US_SRR",2017,235,1331,19.36854167,-19.47474834,583.627524,NA,0.486922857,0,0.009,500,3.994791667,0.770289796,2000,-4.861722348,-9.944278915,5.082556567,0.006585999
+"US_SRR",2017,236,1332,18.70439583,-9.656872621,555.5874478,NA,0.486684286,0,0.009,500,3.884375,0.765422449,2000,-5.029096404,-10.06579897,5.036702563,0.008161025
+"US_SRR",2017,237,1333,20.8519375,-11.04400654,558.9508462,NA,0.486445714,0,0.009,500,3.891666667,0.760555102,2000,-2.399954346,-7.635228636,5.23527429,0.005758643
+"US_SRR",2017,238,1334,25.1723125,-18.78936544,591.772636,NA,0.486207143,0,0.009,500,3.878125,0.755687755,2000,0.465115085,-5.319046316,5.784161401,0.003216778
+"US_SRR",2017,239,1335,27.32802083,-23.62414006,584.8342084,NA,0.485968571,0,0.009,500,3.922916667,0.750820408,2000,1.70517712,-4.518844628,6.224021747,0.002898497
+"US_SRR",2017,240,1336,26.13122917,-27.56160783,573.146946,NA,0.48573,0,0.009,500,4.005208333,0.745953061,2000,2.038555971,-4.227496119,6.266052091,0.005006212
+"US_SRR",2017,241,1337,20.4565,-32.50193901,565.0412445,NA,0.485491429,0,0.009,500,4.065625,0.741085714,2000,-0.229731992,-5.955021919,5.725289927,0.008961409
+"US_SRR",2017,242,1338,20.15127083,-36.89203821,541.7476933,NA,0.463884286,0,0.009,500,4.025,0.736218367,2000,-0.133387832,-5.585884076,5.452496243,0.007142748
+"US_SRR",2017,243,1339,24.64275,-40.94681921,519.7327786,NA,0.463511429,0,0.009,500,4.148958333,0.73135102,2000,0.953382552,-4.716763214,5.670145766,0.002673146
+"US_SRR",2017,244,1340,27.9203125,-43.97299377,529.2021112,NA,0.463138571,0,0.009,500,4.152083333,0.726483673,2000,1.944125479,-4.162198249,6.106323728,0.001908242
+"US_SRR",2017,245,1341,30.08375,-44.8572264,528.5152016,NA,0.462765714,0,0.009,500,4.125,0.721616327,2000,2.420780155,-4.050211854,6.470992009,0.001494427
+"US_SRR",2017,246,1342,28.55860417,-36.34717781,535.2057106,NA,0.462392857,0,0.009,500,4.060416667,0.71674898,2000,0.916642245,-5.668323451,6.584965696,0.002258533
+"US_SRR",2017,247,1343,23.69139583,-7.712209484,351.458779,NA,0.46202,0,0.009,500,4.054166667,0.711881633,2000,1.253040469,-4.713759802,5.966800271,0.002715191
+"US_SRR",2017,248,1344,24.2215625,-1.380335635,544.8749855,NA,0.461896429,0,0.009,500,4.09375,0.707014286,2000,-2.241865412,-8.122393487,5.880528075,0.00430517
+"US_SRR",2017,249,1345,21.79402083,-0.121663505,530.7239517,NA,0.461772857,0,0.009,500,4.069791667,0.702146939,2000,-3.256239186,-8.979336131,5.723096946,0.005687756
+"US_SRR",2017,250,1346,19.71470833,-0.197372345,284.6775257,NA,0.461649286,0,0.009,500,4.085416667,0.697279592,2000,-1.061508301,-6.296348744,5.234840443,0.003479873
+"US_SRR",2017,251,1347,20.45122917,0.112202824,531.4060607,NA,0.461525714,0,0.009,500,4.0875,0.692412245,2000,-2.511708621,-7.751188673,5.239480052,0.004681787
+"US_SRR",2017,252,1348,21.71554167,-0.356695365,524.6684425,NA,0.461402143,0,0.009,500,4.077083333,0.687544898,2000,-1.523717781,-6.848538754,5.324820973,0.004238086
+"US_SRR",2017,253,1349,25.8819375,-3.346687784,536.8636403,NA,0.461278571,0,0.009,500,4.096875,0.682677551,2000,0.789164593,-4.978761196,5.767925789,0.002776336
+"US_SRR",2017,254,1350,25.42133333,-7.316537047,515.0651243,NA,0.461155,0,0.009,500,4.175,0.677810204,2000,-0.125631916,-5.950121654,5.824489738,0.003265874
+"US_SRR",2017,255,1351,23.00110417,-10.86471746,458.5319152,NA,0.461031429,0,0.009,500,4.289583333,0.672942857,2000,-2.41816819,-7.8827877,5.46461951,0.00677664
+"US_SRR",2017,256,1352,19.05939583,-13.99700602,424.7596581,NA,0.460907857,0,0.009,500,4.4375,0.66807551,2000,-3.449877938,-8.322574647,4.872696709,0.008353761
+"US_SRR",2017,257,1353,18.34691667,-17.20915878,480.9755758,NA,0.460784286,0,0.009,500,4.5375,0.663208163,2000,-3.193352505,-7.753860485,4.56050798,0.006920654
+"US_SRR",2017,258,1354,18.37647917,-20.56497591,484.4689128,NA,0.460660714,0,0.009,500,4.563541667,0.658340816,2000,-3.216870686,-7.707704926,4.49083424,0.005022128
+"US_SRR",2017,259,1355,18.77483333,-24.28008063,477.9337659,NA,0.460537143,0,0.009,500,4.503125,0.653473469,2000,-3.551435283,-8.01402201,4.462586727,0.003271992
+"US_SRR",2017,260,1356,18.577625,-27.99655359,475.9266516,NA,0.460413571,0,0.009,500,4.502083333,0.648606122,2000,-3.317333104,-7.734609401,4.417276297,0.006700945
+"US_SRR",2017,261,1357,18.96072917,-31.36311387,453.5436249,NA,0.46029,0,0.009,500,4.523958333,0.643738776,2000,-3.493404338,-7.885856842,4.392452504,0.00953269
+"US_SRR",2017,262,1358,17.864375,-34.88975731,468.9333905,NA,0.461375,0,0.009,500,4.502083333,0.638871429,2000,-1.718694149,-5.957883701,4.239189552,0.004998846
+"US_SRR",2017,263,1359,17.99716667,-35.32237201,452.3795766,NA,0.46246,0,0.009,500,4.416666667,0.634004082,2000,-3.353020012,-7.593250884,4.240230872,0.007581028
+"US_SRR",2017,264,1360,15.36304167,-17.49760236,439.2443593,NA,0.463545,0,0.009,500,4.397916667,0.629136735,2000,-1.878966308,-5.965625624,4.086659316,0.005393159
+"US_SRR",2017,265,1361,15.51920417,-18.00334147,452.0445829,NA,0.46463,0,0.009,500,4.382291667,0.624269388,2000,-0.769011732,-4.86555254,4.096540808,0.004381041
+"US_SRR",2017,266,1362,18.07287708,-10.17294948,481.5086511,NA,0.465715,0,0.009,500,4.33125,0.619402041,2000,-0.201257739,-4.381135618,4.179877879,0.004248977
+"US_SRR",2017,267,1363,19.01264583,-11.2849674,471.9189771,NA,0.4668,0,0.009,500,4.310416667,0.614534694,2000,0.122176382,-4.075534821,4.197711203,0.00382847
+"US_SRR",2017,268,1364,20.4788125,-9.231859208,464.2659814,NA,0.467885,0,0.009,500,4.284375,0.609667347,2000,0.204116969,-4.043842607,4.247959576,0.003901168
+"US_SRR",2017,269,1365,23.22604167,-7.914707827,479.7887581,NA,0.46897,0,0.009,500,4.419791667,0.6048,2000,0.85574814,-3.490684811,4.346432951,0.002708395
+"US_SRR",2017,270,1366,22.228,-6.775173235,463.3272023,NA,0.470055,0,0.009,500,4.51875,0.596842857,2000,0.851738246,-3.482281378,4.334019625,0.003110077
+"US_SRR",2017,271,1367,21.5119375,-5.379931277,436.6517386,NA,0.47114,0,0.009,500,4.490625,0.588885714,2000,0.914080543,-3.400960883,4.315041426,0.002371641
+"US_SRR",2017,272,1368,18.0508125,-2.724750307,398.4329604,NA,0.472225,0,0.009,500,4.460416667,0.580928571,2000,-0.594838122,-4.746404845,4.151566723,0.005188472
+"US_SRR",2017,273,1369,19.23347917,-5.977037876,428.7376388,NA,0.47331,0,0.009,500,4.465625,0.572971429,2000,0.30025944,-3.847600088,4.147859528,0.004138079
+"US_SRR",2017,274,1370,19.90422917,-10.7652926,424.3620064,NA,0.474395,0,0.009,500,4.452083333,0.565014286,2000,0.28331704,-3.890999061,4.174316101,0.003766613
+"US_SRR",2017,275,1371,19.24866667,-15.71479601,388.303228,NA,0.47548,0,0.009,500,4.428125,0.557057143,2000,0.096923407,-3.982347516,4.079270923,0.004531025
+"US_SRR",2017,276,1372,16.617225,-21.13421111,405.0108696,NA,0.475537857,0,0.009,500,4.4,0.5491,2000,0.179818015,-3.849570869,4.029388885,0.003931439
+"US_SRR",2017,277,1373,17.39002083,-26.56132885,397.1300014,NA,0.475595714,0,0.009,500,4.363541667,0.541142857,2000,0.253848858,-3.746179095,4.000027953,0.00403176
+"US_SRR",2017,278,1374,17.56531667,-31.6635675,415.6614988,NA,0.475653571,0,0.009,500,4.3125,0.533185714,2000,0.160730171,-3.827671725,3.988401896,0.00370136
+"US_SRR",2017,279,1375,19.55539583,-36.74158336,434.1247549,NA,0.475711429,0,0.009,500,4.3125,0.525228571,2000,0.434378445,-3.570801187,4.005179632,0.00389686
+"US_SRR",2017,280,1376,19.17208333,-39.4586895,405.0440067,NA,0.475769286,0,0.009,500,4.360416667,0.517271429,2000,0.645993481,-3.366666382,4.012659863,0.003722142
+"US_SRR",2017,281,1377,20.594125,-37.18605608,361.4833822,NA,0.475827143,0,0.009,500,4.428125,0.509314286,2000,0.509502653,-3.482964961,3.992467613,0.003836099
+"US_SRR",2017,282,1378,21.0294375,-11.7987132,322.9409819,NA,0.475885,0,0.009,500,4.45625,0.501357143,2000,0.298409533,-3.662261148,3.960670681,0.004552325
+"US_SRR",2017,283,1379,16.75648333,0.066341713,318.5338337,NA,0.475942857,0,0.009,500,4.569791667,0.4934,2000,0.321855939,-3.518979572,3.840835511,0.002584245
+"US_SRR",2017,284,1380,14.84795833,0.951993247,252.3686013,NA,0.476000714,0,0.009,500,4.59375,0.485442857,2000,-0.548665435,-4.311696628,3.763031193,0.0000385
+"US_SRR",2017,285,1381,14.83593125,2.004974494,352.1696008,NA,0.476058571,0,0.009,500,4.625,0.477485714,2000,-0.57827364,-4.334117071,3.75584343,0.002266179
+"US_SRR",2017,286,1382,15.55171875,2.086713689,371.45018,NA,0.476116429,0,0.009,500,4.666666667,0.469528571,2000,-0.113428949,-3.88449137,3.771062421,0.003425809
+"US_SRR",2017,287,1383,17.24164583,1.757071117,383.0407228,NA,0.476174286,0,0.009,500,4.680208333,0.461571429,2000,0.176502278,-3.63344753,3.809949808,0.004358063
+"US_SRR",2017,288,1384,17.62093333,0.834274616,365.3893525,NA,0.476232143,0,0.009,500,4.738541667,0.453614286,2000,0.405547979,-3.385454236,3.791002215,0.00413983
+"US_SRR",2017,289,1385,16.16405208,-1.283748588,326.135782,NA,0.47629,0,0.009,500,4.79375,0.445657143,2000,0.536009625,-3.238834917,3.774844542,0.003377282
+"US_SRR",2017,290,1386,16.62134375,-5.35626593,305.2440517,NA,0.477083571,0,0.009,500,4.86875,0.4377,2000,0.659738785,-3.103050212,3.762788997,0.003598701
+"US_SRR",2017,291,1387,15.0966375,-9.290997238,317.3262832,NA,0.477877143,0,0.009,500,4.941666667,0.429742857,2000,0.50203122,-3.22408941,3.726120631,0.000678056
+"US_SRR",2017,292,1388,14.88227083,-13.70922121,356.201698,NA,0.478670714,0,0.009,500,4.98125,0.421785714,2000,-0.793464607,-4.488279912,3.694815306,-0.000665931
+"US_SRR",2017,293,1389,12.8625625,-18.7916965,299.5789072,NA,0.479464286,0,0.009,500,4.995833333,0.413828571,2000,0.860306515,-2.734322663,3.594629178,0.001620505
+"US_SRR",2017,294,1390,13.74918958,-22.94098686,392.8907645,NA,0.480257857,0,0.009,500,5.009375,0.405871429,2000,0.476904372,-3.108037639,3.584942011,0.004863835
+"US_SRR",2017,295,1391,15.302825,-24.15947351,428.407047,NA,0.481051429,0,0.009,500,5.015625,0.397914286,2000,0.37931707,-3.286966624,3.666283694,0.003994759
+"US_SRR",2017,296,1392,19.34808333,-18.34347382,422.5545965,NA,0.481845,0,0.009,500,5.044791667,0.389957143,2000,0.932020619,-2.853087437,3.785108056,0.003392996
+"US_SRR",2017,297,1393,20.8835,-22.12146654,378.3867143,NA,0.482638571,0,0.009,500,5.142708333,0.382,2000,1.295512309,-2.529998404,3.825510713,0.003052448
+"US_SRR",2017,298,1394,20.28241667,-19.47474834,387.6940866,NA,0.483432143,0,0.009,500,5.197916667,0.390375,2000,1.285712113,-2.492921366,3.778633479,0.003054382
+"US_SRR",2017,299,1395,19.82183333,-9.656872621,395.3611552,NA,0.484225714,0,0.009,500,5.234375,0.39875,2000,1.30334197,-2.451346138,3.754688109,0.003157879
+"US_SRR",2017,300,1396,19.2959375,-11.04400654,390.1466412,NA,0.485019286,0,0.009,500,5.238541667,0.407125,2000,1.230991451,-2.500132301,3.731123753,0.003420187
+"US_SRR",2017,301,1397,17.99822917,-18.78936544,352.6316816,NA,0.485812857,0,0.009,500,5.26875,0.4155,2000,1.287370611,-2.379760995,3.667131606,0.003740907
+"US_SRR",2017,302,1398,14.6358125,-23.62414006,309.7021431,NA,0.486606429,0,0.009,500,5.292708333,0.423875,2000,0.478889473,-3.084174535,3.563064008,0.010802835
+"US_SRR",2017,303,1399,13.61927083,-27.56160783,346.6120123,NA,0.4874,0,0.009,500,5.280208333,0.43225,2000,0.040162778,-3.477645783,3.517808561,0.012445119
+"US_SRR",2017,304,1400,13.12902292,-32.50193901,341.7186383,NA,0.487161429,0,0.009,500,5.292708333,0.440625,2000,0.813813301,-2.664232301,3.478045602,0.001426438
+"US_SRR",2017,305,1401,14.14441042,-36.89203821,322.8668533,NA,0.486922857,0,0.009,500,5.296875,0.449,2000,1.866903671,-1.604219024,3.471122695,0.003245308
+"US_SRR",2017,306,1402,14.37308333,-40.94681921,327.9991407,NA,0.486684286,0,0.009,500,5.320833333,0.457375,2000,1.978618015,-1.444934668,3.423552683,0.004122145
+"US_SRR",2017,307,1403,14.63964583,-43.97299377,244.9928498,NA,0.486445714,0,0.009,500,5.410416667,0.46575,2000,1.836291934,-1.586140598,3.422432532,0.002840666
+"US_SRR",2017,308,1404,12.82394167,-44.8572264,225.3460554,NA,0.486207143,0,0.009,500,5.536458333,0.474125,2000,1.63692074,-1.621157499,3.258078238,0.002454121
+"US_SRR",2017,309,1405,10.36614792,-36.34717781,311.8200798,NA,0.485968571,0,0.009,500,5.625,0.4825,2000,0.162602372,-2.78114339,2.943745762,0.002544148
+"US_SRR",2017,310,1406,11.81197292,-7.712209484,292.2247438,NA,0.48573,0,0.009,500,5.7125,0.490875,2000,0.882457896,-2.169119212,3.051577108,0.002777932
+"US_SRR",2017,311,1407,10.26367917,-1.380335635,333.0506371,NA,0.485491429,0,0.009,500,5.70625,0.49925,2000,0.668778463,-2.234748889,2.903527352,0.002728168
+"US_SRR",2017,312,1408,11.808625,-0.121663505,197.0287961,NA,0.485014286,0,0.009,500,5.792708333,0.507625,2000,1.794828407,-1.211083952,3.005912359,0.001731343
+"US_SRR",2017,313,1409,15.6493125,-0.197372345,297.2025841,NA,0.484775714,0,0.009,500,5.730208333,0.516,2000,1.239056557,-2.076706387,3.315762944,0.00340282
+"US_SRR",2017,314,1410,14.0584375,0.112202824,239.3338459,NA,0.484537143,0,0.009,500,5.745833333,0.524375,2000,1.771970695,-1.472082481,3.244053177,0.003010336
+"US_SRR",2017,315,1411,12.45863333,-0.356695365,333.1456561,NA,0.484298571,0,0.009,500,5.6875,0.53275,2000,1.194856902,-1.91522783,3.110084731,0.00298077
+"US_SRR",2017,316,1412,12.5133875,-3.346687784,329.4671667,NA,0.48406,0,0.009,500,5.671875,0.541125,2000,0.760419922,-2.327168875,3.087588798,0.002994885
+"US_SRR",2017,317,1413,14.46267292,-7.316537047,287.8635108,NA,0.483881429,0,0.009,500,5.647916667,0.5495,2000,1.421871236,-1.807884811,3.229756047,0.00274329
+"US_SRR",2017,318,1414,13.07304167,-10.86471746,327.3988017,NA,0.483702857,0,0.009,500,5.625,0.557875,2000,1.302754418,-1.826696251,3.129450668,0.003087457
+"US_SRR",2017,319,1415,12.33458333,-13.99700602,225.1597954,NA,0.483524286,0,0.009,500,5.632291667,0.56625,2000,1.965098365,-1.085308465,3.05040683,0.002050924
+"US_SRR",2017,320,1416,13.20639583,-17.20915878,194.0277544,NA,0.483345714,0,0.009,500,5.379166667,0.574625,2000,2.34727093,-0.704798849,3.052069779,0.002049208
+"US_SRR",2017,321,1417,11.21674583,-20.56497591,318.3366588,NA,0.483167143,0,0.009,500,5.238541667,0.583,2000,1.032062498,-1.791286158,2.823348656,0.002081275
+"US_SRR",2017,322,1418,10.06425625,-24.28008063,304.7767823,NA,0.482988571,0,0.009,500,5.275,0.591375,2000,0.97002634,-1.665082765,2.635109104,0.00241718
+"US_SRR",2017,323,1419,9.71335,-27.99655359,320.5843123,NA,0.48281,0,0.009,500,5.329166667,0.59975,2000,1.026948573,-1.533299863,2.560248436,0.002251126
+"US_SRR",2017,324,1420,13.00925,-31.36311387,184.847966,NA,0.482631429,0,0.009,500,5.408333333,0.608125,2000,1.944567481,-0.92062455,2.865192031,0.002081586
+"US_SRR",2017,325,1421,13.38329167,-34.88975731,276.311878,NA,0.482452857,0,0.009,500,5.50625,0.6165,2000,1.355978179,-1.534303114,2.890281293,0.002890325
+"US_SRR",2017,326,1422,13.44169375,-35.32237201,278.6244728,NA,0.482274286,0,0.009,500,5.539583333,0.63195,2000,1.599879242,-1.287171205,2.887050447,0.002512404
+"US_SRR",2017,327,1423,14.98425,1.757071117,184.3790988,NA,0.482095714,0,0.009,500,5.527083333,0.6474,2000,2.200371779,-0.864165225,3.064537004,0.002286628
+"US_SRR",2017,328,1424,16.78502083,0.834274616,294.7162613,NA,0.481917143,0,0.009,500,5.509375,0.66285,2000,1.561079462,-1.643241689,3.204321152,0.003789732
+"US_SRR",2017,329,1425,13.55733333,-1.283748588,203.4749629,NA,0.481738571,0,0.009,500,5.442708333,0.6783,2000,1.883612047,-1.111291899,2.994903946,0.00257315
+"US_SRR",2017,330,1426,14.87716667,-5.35626593,140.9936242,NA,0.48156,0,0.009,500,5.413541667,0.69375,2000,2.897854382,-0.184216319,3.0820707,0.00255767
+"US_SRR",2017,331,1427,10.73829792,-9.290997238,269.7303862,NA,0.481487857,0,0.009,500,5.201041667,0.7092,2000,1.421404942,-1.195367941,2.616772883,0.002327957
+"US_SRR",2017,332,1428,9.830135417,-13.70922121,289.3922725,NA,0.481415714,0,0.009,500,5.144791667,0.72465,2000,1.06021947,-1.43970458,2.49992405,0.001723235
+"US_SRR",2017,333,1429,10.09569375,-18.7916965,296.8538053,NA,0.481343571,0,0.009,500,5.220833333,0.7401,2000,1.067109376,-1.391011806,2.458121182,0.002086389
+"US_SRR",2017,334,1430,8.99319375,-22.94098686,295.0342087,NA,0.481271429,0,0.009,500,5.253125,0.75555,2000,1.082062642,-1.250492127,2.332554768,0.001749261
+"US_SRR",2017,335,1431,9.08118125,-24.15947351,286.4298383,NA,0.481199286,0,0.009,500,5.342708333,0.771,2000,1.071548776,-1.202814055,2.274362831,0.001684309
+"US_SRR",2017,336,1432,9.161710417,-18.34347382,258.0867079,NA,0.481127143,0,0.009,500,5.502083333,0.78645,2000,1.298612705,-0.917546935,2.21615964,0.001927232
+"US_SRR",2017,337,1433,10.14191875,-22.12146654,229.8914436,NA,0.481055,0,0.009,500,5.629166667,0.8019,2000,0.944398058,-1.259025915,2.203423973,0.001818331
+"US_SRR",2017,338,1434,11.84826667,-19.47474834,178.3053639,NA,0.480982857,0,0.009,500,5.565625,0.81735,2000,1.05668395,-1.286026899,2.342710849,0.002571863
+"US_SRR",2017,339,1435,11.49383542,-9.656872621,199.1508123,NA,0.480910714,0,0.009,500,5.686458333,0.8328,2000,0.887243698,-1.38441883,2.271662529,0.001954166
+"US_SRR",2017,340,1436,8.089570833,-11.04400654,239.3672734,NA,0.480838571,0,0.009,500,5.7625,0.84825,2000,0.851555595,-1.107664142,1.959219738,0.001517971
+"US_SRR",2017,341,1437,8.87565,-18.78936544,216.9334696,NA,0.480766429,0,0.009,500,5.772916667,0.8637,2000,0.838058657,-1.174417126,2.012475783,0.001327705
+"US_SRR",2017,342,1438,7.842877083,-23.62414006,209.6468003,NA,0.480694286,0,0.009,500,5.738541667,0.87915,2000,0.824829684,-1.103344163,1.928173847,0.00111592
+"US_SRR",2017,343,1439,7.699574375,-27.56160783,221.8555427,NA,0.480622143,0,0.009,500,5.6625,0.8946,2000,0.790709296,-1.133777387,1.924486683,0.001080895
+"US_SRR",2017,344,1440,8.360722917,-32.50193901,234.7587577,NA,0.48055,0,0.009,500,5.583333333,0.91005,2000,0.797895794,-1.144493635,1.942389429,0.001135938
+"US_SRR",2017,345,1441,8.699872917,-36.89203821,226.461044,NA,0.477471429,0,0.009,500,5.567708333,0.9255,2000,0.81129116,-1.12900721,1.940298369,0.00105327
+"US_SRR",2017,346,1442,6.9926125,-40.94681921,230.2216677,NA,0.474392857,0,0.009,500,5.552083333,0.94095,2000,0.720924686,-1.128163777,1.849088463,0.000584093
+"US_SRR",2017,347,1443,6.39702125,-43.97299377,218.4743933,NA,0.471314286,0,0.009,500,5.584375,0.9564,2000,0.735346826,-1.045013825,1.78036065,0.000355824
+"US_SRR",2017,348,1444,7.336077917,-44.8572264,222.3100362,NA,0.468235714,0,0.009,500,5.629166667,0.97185,2000,0.756475366,-1.097269671,1.853745038,0.000418829
+"US_SRR",2017,349,1445,8.47289375,-36.34717781,167.4559319,NA,0.465157143,0,0.009,500,5.632291667,0.9873,2000,1.046271368,-0.795210868,1.841482235,0.000550472
+"US_SRR",2017,350,1446,13.42458958,-7.712209484,225.121273,NA,0.462078571,0,0.009,500,5.61875,1.00275,2000,1.004763533,-1.282140193,2.286903725,0.00033861
+"US_SRR",2017,351,1447,11.88869583,-1.380335635,231.8793216,NA,0.459,0,0.009,500,5.8,1.0182,2000,0.960072573,-1.196569583,2.156642156,0.001046131
+"US_SRR",2017,352,1448,8.050304167,-0.121663505,218.6759337,NA,0.455921429,0,0.009,500,5.771875,1.03365,2000,0.841093825,-1.030325988,1.871419813,0.000583659
+"US_SRR",2017,353,1449,8.27984375,-0.197372345,160.1879069,NA,0.452842857,0,0.009,500,6.047916667,1.0491,2000,0.929238251,-0.914273439,1.84351169,0.000200779
+"US_SRR",2017,354,1450,9.108016667,0.112202824,227.7501555,NA,0.449764286,0,0.009,500,6.034375,1.06455,2000,1.092016633,-0.772880688,1.864897321,0.002411273
+"US_SRR",2017,355,1451,7.925552083,-0.356695365,231.1809928,NA,0.446685714,0,0.009,500,5.813541667,1.08,2000,0.761972292,-1.055157645,1.817129937,0.000211349
+"US_SRR",2017,356,1452,4.592753958,-3.346687784,191.4911046,NA,0.443607143,0,0.009,500,5.765625,1.0877875,2000,0.799944714,-0.803987296,1.60393201,-0.000548519
+"US_SRR",2017,357,1453,6.656595833,-7.316537047,117.9451852,NA,0.440528571,0,0.009,500,5.544791667,1.095575,2000,1.117799546,-0.551937034,1.669736581,-0.000368992
+"US_SRR",2017,358,1454,8.15320625,-10.86471746,103.3423478,NA,0.43745,0,0.009,500,5.341666667,1.1033625,2000,1.173974494,-0.564427514,1.738402008,0.00021871
+"US_SRR",2017,359,1455,7.978227083,-13.99700602,149.4252187,NA,0.435583571,0,0.009,500,5.169791667,1.11115,2000,0.964538225,-0.776024105,1.74056233,-0.0000342
+"US_SRR",2017,360,1456,7.865925417,-17.20915878,232.3372095,NA,0.433717143,0,0.009,500,4.933333333,1.1189375,2000,0.664057178,-1.116007804,1.780064982,-0.000223222
+"US_SRR",2017,361,1457,7.365670833,-20.56497591,218.9402303,NA,0.431850714,0,0.009,500,4.75625,1.126725,2000,0.820320799,-0.90301097,1.723331769,0.0000595
+"US_SRR",2017,362,1458,7.568277708,-24.28008063,218.9157231,NA,0.429984286,0,0.009,500,4.658333333,1.1345125,2000,0.841763744,-0.909605145,1.751368889,-0.0000854
+"US_SRR",2017,363,1459,7.623070833,-27.99655359,203.7955905,NA,0.428117857,0,0.009,500,4.609375,1.1423,2000,0.860267232,-0.888421511,1.748688743,-0.000196213
+"US_SRR",2017,364,1460,7.326561667,-31.36311387,197.3475388,NA,0.426251429,0,0.009,500,4.879166667,1.1500875,2000,0.886363865,-0.872453046,1.758816912,-0.000454073
+"US_SRR",2017,365,1461,8.196064583,-34.88975731,145.8045292,NA,0.424385,0,0.009,500,4.882291667,1.157875,2000,1.022943423,-0.705061311,1.728004734,-0.000265533
+"US_SRR",2018,1,1462,10.81833333,0.480358594,195.0438807,NA,0.422518571,0,0.009,500,5.086458333,1.1656625,2000,1.024652138,-0.922100952,1.94675309,0.000568519
+"US_SRR",2018,2,1463,10.11653333,0.338771915,110.1388692,NA,0.420652143,0,0.009,500,5.075,1.17345,2000,1.199517593,-0.671470045,1.870987638,0.000134254
+"US_SRR",2018,3,1464,10.26973333,0.412859147,70.12071823,NA,0.418785714,0,0.009,500,5.213541667,1.1812375,2000,1.421475555,-0.428953161,1.850428715,0.000107576
+"US_SRR",2018,4,1465,12.23686042,-0.031562891,131.9926409,NA,0.416919286,0,0.009,500,4.932291667,1.189025,2000,1.374196016,-0.73899335,2.113189367,0.000964035
+"US_SRR",2018,5,1466,12.57494792,-2.090397391,88.59048099,NA,0.415052857,0,0.009,500,4.747916667,1.1968125,2000,1.790011005,-0.387108657,2.177119662,0.00088024
+"US_SRR",2018,6,1467,10.94223125,-4.884327225,231.0045924,NA,0.413186429,0,0.009,500,4.773958333,1.2046,2000,1.512115957,-0.51750824,2.029624197,0.001318737
+"US_SRR",2018,7,1468,7.794041667,-8.066632259,75.23300347,NA,0.41132,0,0.009,500,4.778125,1.2123875,2000,1.375988337,-0.352685319,1.728673657,-0.000338855
+"US_SRR",2018,8,1469,10.11449792,-2.563197575,30.18027415,NA,0.410267857,0,0.009,500,4.65,1.220175,2000,1.694766542,-0.218945482,1.913712025,-0.000256806
+"US_SRR",2018,9,1470,12.41492083,-0.130481001,72.87776571,NA,0.409215714,0,0.009,500,4.022916667,1.2279625,2000,2.080795556,-0.094593752,2.175389308,0.000233528
+"US_SRR",2018,10,1471,10.76041875,-3.865045028,96.75079141,NA,0.408163571,0,0.009,500,3.440625,1.23575,2000,1.836406222,-0.159048757,1.995454979,0.000513162
+"US_SRR",2018,11,1472,10.94356875,-7.284256906,164.9127617,NA,0.407111429,0,0.009,500,3.222916667,1.2435375,2000,1.322707351,-0.714339609,2.03704696,0.000818834
+"US_SRR",2018,12,1473,9.071904167,-9.720064672,157.2242677,NA,0.406059286,0,0.009,500,3.096875,1.251325,2000,1.210363043,-0.625655559,1.836018602,0.000119598
+"US_SRR",2018,13,1474,8.78685625,-11.32449411,98.79046474,NA,0.405007143,0,0.009,500,3.027083333,1.2591125,2000,1.388388217,-0.415447919,1.803836136,-0.000200693
+"US_SRR",2018,14,1475,9.990864583,-12.35852281,95.43692855,NA,0.403955,0,0.009,500,2.858333333,1.2669,2000,1.464048663,-0.444298485,1.908347147,-0.0000164
+"US_SRR",2018,15,1476,8.673604167,-11.92205678,68.53347879,NA,0.402902857,0,0.009,500,2.710416667,1.2746875,2000,1.489761694,-0.270768994,1.760530687,-0.000511796
+"US_SRR",2018,16,1477,11.22642708,-10.23786449,88.3435667,NA,0.401850714,0,0.009,500,2.523958333,1.282475,2000,1.566226237,-0.484938329,2.051164567,0.000150937
+"US_SRR",2018,17,1478,10.42503125,-10.99089886,61.18274721,NA,0.400798571,0,0.009,500,2.3625,1.2902625,2000,1.637308408,-0.30963839,1.946946798,-0.000267412
+"US_SRR",2018,18,1479,10.88732292,-9.780114856,69.66598699,NA,0.399746429,0,0.009,500,2.270833333,1.29805,2000,1.669024564,-0.348441452,2.017466016,-0.000146656
+"US_SRR",2018,19,1480,9.0406375,-10.09612578,205.7423925,NA,0.398694286,0,0.009,500,2.238541667,1.3058375,2000,1.041691037,-0.81310834,1.854799377,0.000302227
+"US_SRR",2018,20,1481,8.025085417,-12.81090086,241.7239112,NA,0.397642143,0,0.009,500,2.303125,1.313625,2000,0.861975732,-0.928707482,1.790683214,-0.0000877
+"US_SRR",2018,21,1482,8.612016667,-14.54951839,177.6417202,NA,0.39659,0,0.009,500,2.257291667,1.3214125,2000,1.067155564,-0.742093696,1.80924926,-0.0000866
+"US_SRR",2018,22,1483,9.081289583,-9.267078514,83.59924074,NA,0.394058571,0,0.009,500,2.246875,1.3292,2000,1.430396567,-0.366925058,1.797321626,-0.000666499
+"US_SRR",2018,23,1484,8.098814583,-10.18227373,228.8546152,NA,0.391527143,0,0.009,500,2.265625,1.322773333,2000,0.911384733,-0.847592302,1.758977035,0.0000274
+"US_SRR",2018,24,1485,8.01606875,-10.41147793,88.01872456,NA,0.388995714,0,0.009,500,2.086458333,1.316346667,2000,1.369293544,-0.351462302,1.720755846,-0.000936739
+"US_SRR",2018,25,1486,8.597504167,-8.711221578,219.9638287,NA,0.386464286,0,0.009,500,2.048958333,1.30992,2000,0.975110974,-0.770458866,1.745569839,-0.000085
+"US_SRR",2018,26,1487,7.202791667,-10.75926225,264.781006,NA,0.383932857,0,0.009,500,2.021875,1.303493333,2000,0.772188392,-0.880469085,1.652657477,-0.000287841
+"US_SRR",2018,27,1488,9.234185417,-12.09860939,248.7360888,NA,0.381401429,0,0.009,500,1.970833333,1.297066667,2000,0.589426077,-1.240505515,1.829931593,-0.0000748
+"US_SRR",2018,28,1489,9.122022917,-12.35391136,261.0076581,NA,0.37887,0,0.009,500,1.971875,1.29064,2000,0.897729213,-0.939763839,1.837493052,0.000198606
+"US_SRR",2018,29,1490,9.8316875,-7.048667618,139.8815294,NA,0.376338571,0,0.009,500,1.91875,1.284213333,2000,1.228829984,-0.630605069,1.859435053,-0.000350967
+"US_SRR",2018,30,1491,9.679904167,-0.681878514,260.5865619,NA,0.373807143,0,0.009,500,1.953125,1.277786667,2000,0.911608044,-0.978699596,1.89030764,0.000214091
+"US_SRR",2018,31,1492,10.9229125,0.297218201,269.9428319,NA,0.371275714,0,0.009,500,1.978125,1.27136,2000,0.945313574,-1.069031027,2.014344602,0.000519261
+"US_SRR",2018,32,1493,13.32488125,-0.361205463,267.7773972,NA,0.368744286,0,0.009,500,2.005208333,1.264933333,2000,1.1228052,-1.097781012,2.220586212,0.000997599
+"US_SRR",2018,33,1494,13.8627,-2.332625138,274.0621648,NA,0.366212857,0,0.009,500,2.020833333,1.258506667,2000,1.201225778,-1.080102101,2.281327878,0.001193833
+"US_SRR",2018,34,1495,14.13595625,-5.846853131,284.7503399,NA,0.363681429,0,0.009,500,1.982291667,1.25208,2000,1.177520123,-1.164120702,2.341640824,0.001590621
+"US_SRR",2018,35,1496,14.20405,-8.691356875,258.9400894,NA,0.36115,0,0.009,500,2.020833333,1.245653333,2000,1.239842132,-1.138714848,2.37855698,0.001681679
+"US_SRR",2018,36,1497,14.58396042,-10.73483677,274.055469,NA,0.359076429,0,0.009,500,2.1,1.239226667,2000,1.236114428,-1.200279087,2.436393514,0.001707643
+"US_SRR",2018,37,1498,16.94216667,-12.36115792,303.0810583,NA,0.357002857,0,0.009,500,2.253125,1.2328,2000,1.229837629,-1.491628922,2.721466551,0.000903131
+"US_SRR",2018,38,1499,13.79696458,-13.86793613,286.9763533,NA,0.354929286,0,0.009,500,2.25625,1.281110714,2000,0.994722326,-1.397368784,2.39209111,0.001794157
+"US_SRR",2018,39,1500,14.54155208,-15.04583189,310.5300058,NA,0.352855714,0,0.009,500,2.211458333,1.329421429,2000,1.050236517,-1.452073058,2.502309575,0.001624734
+"US_SRR",2018,40,1501,15.03366667,-15.93928742,304.0064019,NA,0.350782143,0,0.009,500,2.095833333,1.377732143,2000,1.200860149,-1.381255769,2.582115918,0.001486781
+"US_SRR",2018,41,1502,15.87106458,-16.53538051,308.9350478,NA,0.348708571,0,0.009,500,2.117708333,1.426042857,2000,1.004459402,-1.671104848,2.67556425,0.002167414
+"US_SRR",2018,42,1503,10.11085833,-17.1705949,204.5930222,NA,0.346635,0,0.009,500,2.144791667,1.474353571,2000,0.98850973,-0.989802115,1.978311845,0.000431339
+"US_SRR",2018,43,1504,10.02732708,-17.49086255,330.1495024,NA,0.344561429,0,0.009,500,2.177083333,1.522664286,2000,0.653021139,-1.301155178,1.954176317,0.001035423
+"US_SRR",2018,44,1505,11.77273333,-18.49154693,340.5346058,NA,0.342487857,0,0.009,500,2.31875,1.570975,2000,0.667081792,-1.398547722,2.065629514,0.000810582
+"US_SRR",2018,45,1506,9.216027083,-18.63744101,296.6887626,NA,0.340414286,0,0.009,500,2.31875,1.619285714,2000,0.583436534,-1.285147069,1.868583602,0.00107836
+"US_SRR",2018,46,1507,10.46703542,-19.34821222,352.5222479,NA,0.338340714,0,0.009,500,2.314583333,1.667596429,2000,0.566532795,-1.441028099,2.007560894,-0.000240984
+"US_SRR",2018,47,1508,10.14952292,-20.36328837,356.943386,NA,0.336267143,0,0.009,500,2.301041667,1.715907143,2000,0.544171827,-1.434861803,1.979033629,0.000424057
+"US_SRR",2018,48,1509,12.01477917,-21.08931283,365.7816433,NA,0.334193571,0,0.009,500,2.251041667,1.764217857,2000,0.776542638,-1.402793018,2.179335655,0.001418188
+"US_SRR",2018,49,1510,10.00412917,-21.48503594,370.5284816,NA,0.33212,0,0.009,500,2.3375,1.812528571,2000,0.729922227,-1.181023172,1.910945399,0.001373895
+"US_SRR",2018,50,1511,5.73631875,-22.38604208,308.4464163,NA,0.328875714,0,0.009,500,2.220833333,1.860839286,2000,0.608535152,-0.942990806,1.551525958,-0.000183541
+"US_SRR",2018,51,1512,5.414326667,-23.5257287,313.7125176,NA,0.325631429,0,0.009,500,2.070833333,1.90915,2000,0.504923064,-1.013840493,1.518763557,-0.000624378
+"US_SRR",2018,52,1513,6.682320625,-24.35462394,375.6045367,NA,0.322387143,0,0.009,500,1.94375,1.957460714,2000,0.479838112,-1.116417399,1.596255511,-0.00028952
+"US_SRR",2018,53,1514,6.77746875,-24.82575184,369.7891813,NA,0.319142857,0,0.009,500,2.115625,2.005771429,2000,0.431746997,-1.151371165,1.583118162,0.001586084
+"US_SRR",2018,54,1515,6.15843125,-25.76395362,390.3795735,NA,0.315898571,0,0.009,500,2.008333333,2.054082143,2000,0.41073849,-1.162134286,1.572872776,-0.000310764
+"US_SRR",2018,55,1516,7.36405625,-26.38928634,355.3007307,NA,0.312654286,0,0.009,500,1.810416667,2.102392857,2000,0.494712305,-1.171970024,1.666682329,0.001016517
+"US_SRR",2018,56,1517,8.826079167,-26.68153057,400.0720856,NA,0.30941,0,0.009,500,1.894791667,2.150703571,2000,0.634165502,-1.166976119,1.801141622,0.001920771
+"US_SRR",2018,57,1518,8.8970875,-16.2666496,272.4005882,NA,0.306165714,0,0.009,500,1.854166667,2.199014286,2000,0.87426919,-0.877348191,1.751617381,0.000508226
+"US_SRR",2018,58,1519,8.671875,-8.346765101,405.3516369,NA,0.302921429,0,0.009,500,1.808333333,2.247325,2000,0.458191278,-1.292250407,1.750441686,0.000174679
+"US_SRR",2018,59,1520,7.980208333,-6.557725691,270.4765972,NA,0.299677143,0,0.009,500,1.761458333,2.295635714,2000,0.702420293,-1.033734279,1.736154571,0.00032412
+"US_SRR",2018,60,1521,10.475,-0.136460681,241.3000625,NA,0.296432857,0,0.009,500,1.723958333,2.343946429,2000,0.797492917,-1.071971696,1.869464614,0.001635655
+"US_SRR",2018,61,1522,6.99454375,-0.531068938,188.1296999,NA,0.293188571,0,0.009,500,1.822916667,2.392257143,2000,0.949794749,-0.620720566,1.570515315,-0.000317135
+"US_SRR",2018,62,1523,5.502837708,-2.199501228,234.5556819,NA,0.289944286,0,0.009,500,1.742708333,2.440567857,2000,0.694377081,-0.793455958,1.487833039,-0.000950923
+"US_SRR",2018,63,1524,6.30851,-5.265506538,343.8919892,NA,0.2867,0,0.009,500,1.754166667,2.488878571,2000,0.357415435,-1.208657015,1.56607245,0.0000212
+"US_SRR",2018,64,1525,7.600174375,-8.07078763,424.4982973,NA,0.2867,0,0.009,500,1.741666667,2.537189286,2000,0.199965643,-1.510112108,1.71007775,0.00085995
+"US_SRR",2018,65,1526,9.389339583,-10.21125998,394.5651092,NA,0.2867,0,0.009,500,1.61875,2.5855,2000,0.326035842,-1.558901977,1.884937819,0.001820634
+"US_SRR",2018,66,1527,12.39980833,-11.83940543,343.1486421,NA,0.2867,0,0.009,500,1.522916667,2.56105,2000,0.705941169,-1.483948752,2.189889921,0.00313878
+"US_SRR",2018,67,1528,14.11385417,-12.86831593,305.8358323,NA,0.2867,0,0.009,500,1.604166667,2.5366,2000,0.602752526,-1.874131893,2.476884419,0.002983955
+"US_SRR",2018,68,1529,13.03995833,-14.10504567,341.984434,NA,0.2867,0,0.009,500,1.4875,2.51215,2000,0.697865579,-1.760001283,2.457866862,0.003302349
+"US_SRR",2018,69,1530,12.34722083,-15.15772287,155.3961991,NA,0.2867,0,0.009,500,1.496875,2.4877,2000,0.869331439,-1.51528372,2.384615159,0.001490767
+"US_SRR",2018,70,1531,12.57101458,-16.12328929,416.1964787,NA,0.2867,0,0.009,500,1.40625,2.46325,2000,0.013161816,-2.469980259,2.483142074,0.002950964
+"US_SRR",2018,71,1532,14.37745417,-16.58093757,339.2205319,NA,0.2867,0,0.009,500,1.335416667,2.4388,2000,0.316058047,-2.50664682,2.822704867,0.002887195
+"US_SRR",2018,72,1533,13.32162917,-12.03440384,177.3973116,NA,0.2867,0,0.009,500,1.444791667,2.41435,2000,1.732206191,-1.031100272,2.763306464,0.002355533
+"US_SRR",2018,73,1534,9.950077083,-8.783028422,263.5777224,NA,0.2867,0,0.009,500,1.502083333,2.3899,2000,1.205139626,-1.114030098,2.319169724,0.000988559
+"US_SRR",2018,74,1535,8.657564583,-8.593908349,171.5737207,NA,0.2867,0,0.009,500,1.541666667,2.36545,2000,0.788036609,-1.268690031,2.05672664,0.000715513
+"US_SRR",2018,75,1536,9.293295833,-4.920306661,335.4217791,NA,0.2867,0,0.009,500,1.583333333,2.341,2000,0.68375587,-1.408271778,2.092027649,0.002346601
+"US_SRR",2018,76,1537,7.430202083,-6.809784438,237.1300932,NA,0.2867,0,0.009,500,1.642708333,2.31655,2000,0.50318197,-1.407622075,1.910804045,0.000830758
+"US_SRR",2018,77,1538,7.896933333,-9.275237231,291.6482497,NA,0.2867,0,0.009,500,1.677083333,2.2921,2000,0.199739931,-1.745357336,1.945097267,0.001727348
+"US_SRR",2018,78,1539,9.745720833,-11.67775135,364.574943,NA,0.2867,0,0.009,500,1.744791667,2.26765,2000,-0.141707937,-2.304637682,2.162929745,0.002979277
+"US_SRR",2018,79,1540,10.959325,-14.63277784,91.13930282,NA,0.2867,0,0.009,500,1.758333333,2.2432,2000,1.616115477,-0.680372218,2.296487695,0.001470312
+"US_SRR",2018,80,1541,13.7481875,-21.12833278,166.8798764,NA,0.2867,0,0.009,500,1.777083333,2.21875,2000,0.859757575,-1.754525983,2.614283558,0.00272155
+"US_SRR",2018,81,1542,12.88290208,1.040168201,375.3480691,NA,0.2867,0,0.009,500,1.867708333,2.1943,2000,0.649470693,-2.032428082,2.681898775,0.002078995
+"US_SRR",2018,82,1543,9.90855,-3.682512738,467.5400123,NA,0.2867,0,0.009,500,1.847916667,2.16985,2000,0.00637855,-2.309035492,2.315414042,0.00364502
+"US_SRR",2018,83,1544,9.146391667,-10.70473567,399.0287646,NA,0.2867,0,0.009,500,1.755208333,2.1454,2000,0.469201385,-1.864149189,2.333350574,0.001843322
+"US_SRR",2018,84,1545,8.487677083,-8.285904113,370.1033983,NA,0.2867,0,0.009,500,1.70625,2.12095,2000,0.143791858,-2.101189211,2.244981069,0.002037394
+"US_SRR",2018,85,1546,12.27928542,-10.68076627,481.0642907,NA,0.2867,0,0.009,500,1.6875,2.0965,2000,-0.139822195,-2.865299329,2.725477135,0.003144467
+"US_SRR",2018,86,1547,16.46421042,-12.56836906,482.3662866,NA,0.2867,0,0.009,500,1.654166667,2.07205,2000,0.051753291,-3.245376835,3.297130126,0.004019079
+"US_SRR",2018,87,1548,17.05195417,-13.83433843,511.3243774,NA,0.2867,0,0.009,500,1.582291667,2.0476,2000,-0.377151001,-4.031921915,3.654770914,0.00321996
+"US_SRR",2018,88,1549,18.32180625,-14.606224,516.3714792,NA,0.2867,0,0.009,500,1.553125,2.02315,2000,0.319565993,-3.766545294,4.086111286,0.003156855
+"US_SRR",2018,89,1550,17.99802083,-15.15002023,416.0449411,NA,0.2867,0,0.009,500,1.546875,1.9987,2000,-0.051794104,-4.27925884,4.227464736,0.002591929
+"US_SRR",2018,90,1551,16.84595833,-15.59570915,503.3281258,NA,0.2867,0,0.009,500,1.552083333,1.97425,2000,0.922360247,-3.35484808,4.277208327,0.001604426
+"US_SRR",2018,91,1552,16.33983333,-15.22740135,560.1124819,NA,0.2867,0,0.009,500,1.565625,1.9498,2000,0.429877707,-3.872451533,4.302329239,0.002351679
+"US_SRR",2018,92,1553,15.69152083,-13.4554395,570.8235213,NA,0.2867,0,0.009,500,1.60625,1.92535,2000,0.912638384,-3.355830047,4.268468432,0.002819525
+"US_SRR",2018,93,1554,15.21676458,-15.27351584,571.1333244,NA,0.2867,0,0.009,500,1.625,1.9009,2000,0.264509942,-4.025578565,4.290088507,0.001985042
+"US_SRR",2018,94,1555,14.61491667,-17.40253557,495.6952023,NA,0.2867,0,0.009,500,1.658333333,1.879367857,2000,0.660454897,-3.601081744,4.261536641,0.002996752
+"US_SRR",2018,95,1556,13.38883333,-18.2533732,240.5161027,NA,0.2867,0,0.009,500,1.7125,1.857835714,2000,1.386716798,-2.455559387,3.842276185,0.001475051
+"US_SRR",2018,96,1557,14.47075,-5.375218478,140.4914493,NA,0.2867,0,0.009,500,1.573958333,1.836303571,2000,0.969094623,-2.909207957,3.878302581,-0.000382114
+"US_SRR",2018,97,1558,15.573,-1.604016237,461.8698177,NA,0.2867,0,0.009,500,1.55,1.814771429,2000,0.565634485,-3.548748118,4.114382603,0.002064242
+"US_SRR",2018,98,1559,13.8407875,-5.17758496,557.1529929,NA,0.2867,0,0.009,500,1.515625,1.793239286,2000,-0.723061237,-4.861520165,4.138458928,0.001918887
+"US_SRR",2018,99,1560,16.19224167,-8.359839319,533.2535401,NA,0.2867,0,0.009,500,1.395833333,1.771707143,2000,-1.233510327,-5.852424981,4.618914654,0.002677622
+"US_SRR",2018,100,1561,15.18620833,-10.87895721,280.7176529,NA,0.2867,0,0.009,500,1.326041667,1.750175,2000,-0.169276262,-4.714077233,4.544800971,0.000289703
+"US_SRR",2018,101,1562,11.6191625,-12.64585153,327.9999146,NA,0.2867,0,0.009,500,1.271875,1.728642857,2000,0.035636052,-3.769013735,3.804649787,0.001250014
+"US_SRR",2018,102,1563,10.67405,-14.00146544,520.9411745,NA,0.2867,0,0.009,500,1.220833333,1.707110714,2000,-0.780443269,-4.28363873,3.503195461,0.003296232
+"US_SRR",2018,103,1564,13.519825,-15.93442259,543.236552,NA,0.2867,0,0.009,500,1.184375,1.685578571,2000,-0.461119963,-4.34755611,3.886436146,0.003487954
+"US_SRR",2018,104,1565,16.1375875,-17.72832683,558.891893,NA,0.2867,0,0.009,500,1.125,1.664046429,2000,-1.257853938,-5.717108553,4.459254615,0.004023463
+"US_SRR",2018,105,1566,12.595075,-18.61732293,462.4398979,NA,0.2867,0,0.009,500,1.115625,1.642514286,2000,-0.313117035,-4.382095506,4.068978471,0.00231122
+"US_SRR",2018,106,1567,8.782258333,-6.075550583,325.1761851,NA,0.2867,0,0.009,500,1.196875,1.620982143,2000,-0.37931519,-3.672271371,3.292956182,0.000950971
+"US_SRR",2018,107,1568,9.30229375,-8.491797698,555.9371383,NA,0.2867,0,0.009,500,1.167708333,1.59945,2000,-2.731425707,-5.945009588,3.213583881,0.003000203
+"US_SRR",2018,108,1569,10.95630208,-10.71395856,350.3080194,NA,0.2867,0,0.009,500,1.153125,1.577917857,2000,-0.748306446,-4.208146358,3.459839913,0.001240312
+"US_SRR",2018,109,1570,12.87736875,-9.252737416,506.9451683,NA,0.2867,0,0.009,500,1.190625,1.556385714,2000,-0.930045906,-4.52168059,3.591634684,0.002546947
+"US_SRR",2018,110,1571,16.45316667,-12.75672901,587.5869285,NA,0.2867,0,0.009,500,1.194791667,1.534853571,2000,-1.045774039,-5.300553563,4.254779524,0.004346526
+"US_SRR",2018,111,1572,17.64027917,-15.28436034,591.7848978,NA,0.2867,0,0.009,500,1.153125,1.513321429,2000,-1.66393986,-6.390353879,4.726414019,0.002178529
+"US_SRR",2018,112,1573,19.07479167,-17.51199414,573.6512925,NA,0.2867,0,0.009,500,1.075,1.491789286,2000,-0.976239673,-6.198302576,5.222062902,0.002561359
+"US_SRR",2018,113,1574,19.32370833,-19.75787103,601.5840157,NA,0.2867,0,0.009,500,1.108333333,1.470257143,2000,-0.473550253,-6.020575818,5.547025564,0.002943467
+"US_SRR",2018,114,1575,15.3365,-21.54685976,606.6965884,NA,0.2867,0,0.009,500,1.141666667,1.448725,2000,-0.619701454,-5.705402062,5.085700608,0.003004704
+"US_SRR",2018,115,1576,13.84073958,-22.72130961,608.6365936,NA,0.2867,0,0.009,500,1.204166667,1.427192857,2000,-0.982043109,-5.702418844,4.720375735,0.003824187
+"US_SRR",2018,116,1577,12.97838958,-22.49114257,613.9898328,NA,0.2867,0,0.009,500,1.230208333,1.405660714,2000,-1.656079503,-6.059648476,4.403568973,0.006184916
+"US_SRR",2018,117,1578,13.78770833,-17.59145295,376.1377132,NA,0.2867,0,0.009,500,1.242708333,1.384128571,2000,-1.152171169,-5.407967665,4.255796497,0.000779425
+"US_SRR",2018,118,1579,13.10084167,-18.90976986,364.3782044,NA,0.2867,0,0.009,500,1.222916667,1.362596429,2000,-1.020250185,-5.131243911,4.110993726,0.003688908
+"US_SRR",2018,119,1580,13.83942292,-10.11401415,607.3854253,NA,0.2867,0,0.009,500,1.21875,1.341064286,2000,-1.812467368,-6.048431024,4.235963656,0.003828362
+"US_SRR",2018,120,1581,13.55216667,-10.21865856,551.723839,NA,0.2867,0,0.009,500,1.215625,1.319532143,2000,-2.22338548,-6.55505463,4.33166915,0.002712956
+"US_SRR",2018,121,1582,14.79966875,-14.16453843,587.9256294,NA,0.2867,0,0.009,500,1.241666667,1.298,2000,-1.735094853,-6.266858772,4.531763919,0.005321769
+"US_SRR",2018,122,1583,14.64704583,-8.658012554,635.1521486,NA,0.2867,0,0.009,500,1.257291667,1.300636,2000,-2.048138528,-6.632750091,4.584611564,0.006015165
+"US_SRR",2018,123,1584,13.681375,-12.46108953,546.0915086,NA,0.2867,0,0.009,500,1.30625,1.303272,2000,-2.399976519,-6.843704821,4.443728302,0.003643906
+"US_SRR",2018,124,1585,16.84327292,-16.60739006,621.7869375,NA,0.2867,0,0.009,500,1.29375,1.305908,2000,-1.630876663,-6.493660899,4.862784237,0.002726662
+"US_SRR",2018,125,1586,15.60139583,-20.25611019,405.3510279,NA,0.2867,0,0.009,500,1.282291667,1.308544,2000,-1.716833676,-6.566002368,4.849168692,0.003798671
+"US_SRR",2018,126,1587,14.93952083,-23.34785853,562.8274808,NA,0.2867,0,0.009,500,1.348958333,1.31118,2000,-2.391443645,-7.010124584,4.618680938,0.00656174
+"US_SRR",2018,127,1588,18.309,-26.34641507,653.3093808,NA,0.2867,0,0.009,500,1.355208333,1.313816,2000,-0.787210874,-5.890807089,5.103596215,0.005049008
+"US_SRR",2018,128,1589,17.45154167,-29.22122262,655.7192222,NA,0.2867,0,0.009,500,1.342708333,1.316452,2000,-1.187367921,-6.367700327,5.180332405,0.008409616
+"US_SRR",2018,129,1590,16.84102083,-31.79927584,625.966977,NA,0.2867,0,0.009,500,1.346875,1.319088,2000,-1.336068448,-6.486194889,5.150126441,0.007982268
+"US_SRR",2018,130,1591,17.35047917,-33.89844785,622.0630594,NA,0.2867,0,0.009,500,1.361458333,1.321724,2000,-1.906732189,-7.15507631,5.248344121,0.007651192
+"US_SRR",2018,131,1592,20.31870833,-35.73471661,651.2898238,NA,0.2867,0,0.009,500,1.338541667,1.32436,2000,-0.863505244,-6.630065821,5.766560577,0.003279989
+"US_SRR",2018,132,1593,19.359875,-37.17764398,658.8913981,NA,0.2867,0,0.009,500,1.310416667,1.326996,2000,-1.158984198,-6.77842613,5.619441932,0.006481825
+"US_SRR",2018,133,1594,14.54127083,-9.398074064,598.7004179,NA,0.2867,0,0.009,500,1.305208333,1.329632,2000,-3.719519009,-8.614345649,4.89482664,0.005212509
+"US_SRR",2018,134,1595,13.78504167,-4.297305003,624.6434618,NA,0.2867,0,0.009,500,1.346875,1.332268,2000,-4.596211076,-9.221811872,4.625600796,0.007504171
+"US_SRR",2018,135,1596,14.64729167,-1.170945457,618.0449188,NA,0.2867,0,0.009,500,1.4625,1.334904,2000,-5.211026962,-9.822444669,4.611417707,0.004948068
+"US_SRR",2018,136,1597,14.45620833,-0.287726335,509.8665433,NA,0.2867,0,0.009,500,1.589583333,1.33754,2000,-3.606085077,-8.091766048,4.485680971,0.000838218
+"US_SRR",2018,137,1598,16.0328125,-0.361306814,666.9122056,NA,0.2867,0,0.009,500,1.665625,1.340176,2000,-3.887272189,-8.638233821,4.750961632,0.004579264
+"US_SRR",2018,138,1599,15.808,-0.226561295,653.4295964,NA,0.2867,0,0.009,500,1.708333333,1.342812,2000,-4.594668823,-9.434801737,4.840132914,0.006555624
+"US_SRR",2018,139,1600,15.0865625,-1.276451351,665.6201733,NA,0.2867,0,0.009,500,1.696875,1.345448,2000,-4.851746764,-9.602442744,4.75069598,0.00668706
+"US_SRR",2018,140,1601,14.67377083,-5.123919859,604.5076197,NA,0.2867,0,0.009,500,1.633333333,1.348084,2000,-4.944751703,-9.652600399,4.707848696,0.006264307
+"US_SRR",2018,141,1602,16.1713125,-9.196589227,666.0337802,NA,0.2867,0,0.009,500,1.60625,1.35072,2000,-3.889579561,-8.889951276,5.000371715,0.006656908
+"US_SRR",2018,142,1603,15.13795833,-12.64362182,626.7258781,NA,0.2867,0,0.009,500,1.623958333,1.353356,2000,-4.009010509,-9.001521781,4.992511272,0.006712866
+"US_SRR",2018,143,1604,14.2215,-15.39989994,320.5805387,NA,0.2867,0,0.009,500,1.619791667,1.355992,2000,-3.005600688,-7.652334973,4.646734285,0.005907795
+"US_SRR",2018,144,1605,14.28533333,-17.87133241,586.2591142,NA,0.2867,0,0.009,500,1.679166667,1.358628,2000,-4.660184283,-9.236115984,4.575931701,0.008722221
+"US_SRR",2018,145,1606,14.3528125,-19.16704816,260.2998129,NA,0.2867,0,0.009,500,1.732291667,1.361264,2000,-1.117358478,-5.558737344,4.441378866,0.003792762
+"US_SRR",2018,146,1607,16.12702083,-20.72602188,526.9062044,NA,0.2867,0,0.009,500,1.78125,1.3639,2000,-3.350947865,-8.116211599,4.765263734,0.004311465
+"US_SRR",2018,147,1608,19.787,-22.03526793,682.0790087,NA,0.2867,0,0.009,500,1.847916667,1.366536,2000,-2.304350715,-7.869597362,5.565246647,0.004921641
+"US_SRR",2018,148,1609,23.42016667,-10.41872449,675.7696648,NA,0.2867,0,0.009,500,1.953125,1.369172,2000,-1.466812342,-7.807028911,6.340216569,0.003138542
+"US_SRR",2018,149,1610,22.2901875,-4.169755371,677.818246,NA,0.2867,0,0.009,500,2.063541667,1.371808,2000,-2.948325951,-9.378351086,6.430025136,0.003030186
+"US_SRR",2018,150,1611,15.202125,-1.475858502,603.4579204,NA,0.2867,0,0.009,500,2.192708333,1.374444,2000,-7.446879771,-12.59218299,5.145303218,0.007693527
+"US_SRR",2018,151,1612,14.99314583,-0.85878585,667.6297044,NA,0.2867,0,0.009,500,2.29375,1.37708,2000,-6.369994184,-11.24434987,4.874355681,0.00645147
+"US_SRR",2018,152,1613,18.56702083,-5.56991283,681.4112049,NA,0.2867,0,0.009,500,2.242708333,1.379716,2000,-3.680569891,-9.194047924,5.513478033,0.004209824
+"US_SRR",2018,153,1614,23.62247917,-10.46443358,681.3409239,NA,0.2867,0,0.009,500,2.271875,1.382352,2000,-1.343740574,-7.956035415,6.612294841,0.00359568
+"US_SRR",2018,154,1615,23.70085417,-15.8928182,675.8322994,NA,0.2867,0,0.009,500,2.263541667,1.384988,2000,-1.463766252,-8.41417459,6.950408339,0.004229419
+"US_SRR",2018,155,1616,19.6140625,-21.44530654,676.5866415,NA,0.2867,0,0.009,500,2.220833333,1.387624,2000,-3.112417225,-9.254579461,6.142162236,0.005420175
+"US_SRR",2018,156,1617,17.45160417,-26.41102603,670.0431938,NA,0.2867,0,0.009,500,2.225,1.39026,2000,-3.582926656,-9.252855631,5.669928975,0.004928373
+"US_SRR",2018,157,1618,16.49275,-30.50158376,676.0662541,NA,0.2867,0,0.009,500,2.25,1.392896,2000,-4.519679629,-10.03328745,5.513607821,0.005701422
+"US_SRR",2018,158,1619,17.24570833,-33.8842081,666.9299696,NA,0.2867,0,0.009,500,2.263541667,1.395532,2000,-5.926228551,-11.51161395,5.585385394,0.005965851
+"US_SRR",2018,159,1620,18.9494375,-37.41713527,685.7598229,NA,0.2867,0,0.009,500,2.214583333,1.398168,2000,-3.454236269,-9.180443506,5.726207237,0.004325308
+"US_SRR",2018,160,1621,17.43970833,-39.88912517,619.6525879,NA,0.2867,0,0.009,500,2.241666667,1.400804,2000,-4.441100419,-9.859924563,5.418824144,0.009635623
+"US_SRR",2018,161,1622,16.96065417,-41.94836507,696.8716706,NA,0.2867,0,0.009,500,2.297916667,1.40344,2000,-3.570475165,-8.9650668,5.394591635,0.004547528
+"US_SRR",2018,162,1623,20.85797917,-36.37134991,690.671343,NA,0.2867,0,0.009,500,2.3875,1.406076,2000,-1.913810432,-7.883350839,5.969540407,0.003611475
+"US_SRR",2018,163,1624,23.82804167,-3.963861786,692.0935112,NA,0.2867,0,0.009,500,2.596875,1.408712,2000,-2.67445278,-9.297500125,6.623047346,0.00303298
+"US_SRR",2018,164,1625,22.16054167,0.038064917,689.9004724,NA,0.2867,0,0.009,500,2.891666667,1.411348,2000,-4.266318835,-10.61168572,6.345366885,0.004048393
+"US_SRR",2018,165,1626,18.34895833,1.477343677,692.5004096,NA,0.2867,0,0.009,500,3.113541667,1.413984,2000,-5.28567052,-10.93198516,5.646314638,0.004385842
+"US_SRR",2018,166,1627,16.56777083,2.398417219,693.1665822,NA,0.2867,0,0.009,500,3.351041667,1.41662,2000,-6.333084544,-11.47612078,5.143036236,0.004858836
+"US_SRR",2018,167,1628,15.53025,1.92749202,693.2112387,NA,0.29753,0,0.009,500,3.478125,1.419256,2000,-7.168102945,-12.0249846,4.85688166,0.00644829
+"US_SRR",2018,168,1629,16.90914583,0.977229527,615.7488325,NA,0.301605,0,0.009,500,3.530208333,1.421892,2000,-5.271138217,-10.3377022,5.066563987,0.005630389
+"US_SRR",2018,169,1630,18.03558333,-4.643214334,691.8732977,NA,0.30568,0,0.009,500,3.230208333,1.424528,2000,-5.452011407,-10.86388472,5.411873309,0.004276317
+"US_SRR",2018,170,1631,17.9200625,-8.915594905,695.3721766,NA,0.309755,0,0.009,500,3.16875,1.427164,2000,-4.625407794,-10.10456885,5.479161053,0.000970289
+"US_SRR",2018,171,1632,16.96810417,-12.74304669,703.9720916,NA,0.31383,0,0.009,500,3.159375,1.4298,2000,-4.21523209,-9.520524927,5.305292837,0.0000642
+"US_SRR",2018,172,1633,19.69575,-16.98487007,694.9508378,NA,0.317905,0,0.009,500,3.164583333,1.4095,2000,-2.352466495,-8.174095057,5.821628562,0.004059161
+"US_SRR",2018,173,1634,24.28347917,-21.95368076,735.8160015,NA,0.32198,0,0.009,500,3.282291667,1.3892,2000,-0.462225345,-7.033752182,6.571526837,0.001767406
+"US_SRR",2018,174,1635,26.83241667,-25.5855767,740.2562513,NA,0.326055,0,0.009,500,3.433333333,1.3689,2000,0.278639119,-6.95447949,7.23311861,0.002494044
+"US_SRR",2018,175,1636,18.87985417,-9.857343953,742.7419113,NA,0.33013,0,0.009,500,3.714583333,1.3486,2000,-3.158942459,-9.179557861,6.020615403,0.006451319
+"US_SRR",2018,176,1637,17.59983333,-1.173884622,700.0809884,NA,0.334205,0,0.009,500,3.975,1.3283,2000,-6.307230387,-11.82064341,5.513413018,0.003741455
+"US_SRR",2018,177,1638,18.83597917,-1.016436587,748.2157066,NA,0.33828,0,0.009,500,4.096875,1.308,2000,-5.225385243,-10.88194976,5.65656452,0.002958007
+"US_SRR",2018,178,1639,16.50254167,-0.986132781,749.8246232,NA,0.343100714,0,0.009,500,4.205208333,1.2877,2000,-7.137301581,-12.3544497,5.21714812,0.009732584
+"US_SRR",2018,179,1640,18.95022917,-0.282709484,743.9495471,NA,0.347921429,0,0.009,500,4.397916667,1.2674,2000,-5.716962923,-11.17176275,5.454799828,0.004627811
+"US_SRR",2018,180,1641,22.37722917,-2.481458379,739.5450834,NA,0.352742143,0,0.009,500,4.361458333,1.2471,2000,-4.146074156,-10.3387433,6.192669148,0.004041933
+"US_SRR",2018,181,1642,24.4524375,-5.776313168,715.0802649,NA,0.357562857,0,0.009,500,4.395833333,1.2268,2000,-1.9472554,-8.695186031,6.747930632,0.003685165
+"US_SRR",2018,182,1643,19.22910417,-7.365540025,626.7413707,NA,0.362383571,0,0.009,500,4.426041667,1.2065,2000,-4.915252456,-10.83250682,5.917254364,0.006463291
+"US_SRR",2018,183,1644,17.32002083,-11.18762023,537.2361626,NA,0.367204286,0,0.009,500,4.401041667,1.1862,2000,-5.273515552,-10.61903005,5.345514498,0.005771001
+"US_SRR",2018,184,1645,17.13325,-15.35626854,620.3132514,NA,0.372025,0,0.009,500,4.422916667,1.1659,2000,-5.255525044,-10.4507087,5.195183659,0.00544884
+"US_SRR",2018,185,1646,16.08941667,-20.12754705,697.7614053,NA,0.376845714,0,0.009,500,4.444791667,1.1456,2000,-5.822198569,-10.87803309,5.055834521,0.00726785
+"US_SRR",2018,186,1647,19.37333333,-25.51574619,744.9605073,NA,0.381666429,0,0.009,500,4.413541667,1.1253,2000,-2.450528462,-8.192880824,5.742352362,0.004359291
+"US_SRR",2018,187,1648,23.41595833,-30.60962342,513.8695318,NA,0.386487143,0,0.009,500,4.320833333,1.105,2000,0.249731519,-6.116183367,6.365914887,0.003111598
+"US_SRR",2018,188,1649,23.28627083,-35.65312944,690.0303068,NA,0.391307857,0,0.009,500,4.26875,1.0847,2000,-1.498679612,-7.899728535,6.401048923,0.003235206
+"US_SRR",2018,189,1650,21.7176875,-38.91246087,741.9634381,NA,0.396128571,0,0.009,500,4.354166667,1.0644,2000,-1.455932261,-7.607450794,6.151518533,0.002548605
+"US_SRR",2018,190,1651,23.29004167,-35.05480663,736.0739351,NA,0.400949286,0,0.009,500,4.457291667,1.0441,2000,-1.160200675,-7.651480124,6.491279449,0.0060207
+"US_SRR",2018,191,1652,23.80164583,-5.051859638,736.6116951,NA,0.40577,0,0.009,500,4.686458333,1.0238,2000,-2.402959354,-8.891395929,6.488436575,0.004813498
+"US_SRR",2018,192,1653,21.08385417,0.260174586,738.8651339,NA,0.407057857,0,0.009,500,5.101041667,1.0035,2000,-6.033667724,-12.09890354,6.065235812,0.003378161
+"US_SRR",2018,193,1654,21.33072917,2.192168907,702.5241597,NA,0.408345714,0,0.009,500,5.438541667,0.9832,2000,-5.997675097,-12.01278257,6.015107471,0.003068929
+"US_SRR",2018,194,1655,23.04804167,2.341812953,615.0648178,NA,0.409633571,0,0.009,500,5.635416667,0.9629,2000,-4.444462009,-10.6964151,6.25195309,0.004926652
+"US_SRR",2018,195,1656,20.47354167,1.842610958,716.1116921,NA,0.410921429,0,0.009,500,5.713541667,0.9426,2000,-6.406327029,-12.22426868,5.817941648,0.005279807
+"US_SRR",2018,196,1657,18.96289583,1.146079497,733.7342549,NA,0.412209286,0,0.009,500,5.757291667,0.9223,2000,-7.339230872,-12.81836423,5.479133355,0.007763154
+"US_SRR",2018,197,1658,19.79941667,-0.607335206,730.9726922,NA,0.413497143,0,0.009,500,5.658333333,0.902,2000,-5.819155242,-11.47049821,5.651342971,0.004827161
+"US_SRR",2018,198,1659,20.37820833,-5.073447299,736.5653014,NA,0.414785,0,0.009,500,5.561458333,0.8817,2000,-3.085929167,-8.962601289,5.876672122,0.005106269
+"US_SRR",2018,199,1660,20.84147917,-9.546501903,702.2243174,NA,0.416072857,0,0.009,500,5.515625,0.873185714,2000,-2.102816304,-8.157584687,6.054768383,0.006179093
+"US_SRR",2018,200,1661,20.55714583,-13.81102781,717.6436149,NA,0.417360714,0,0.009,500,5.526041667,0.864671429,2000,-1.723508755,-7.665502642,5.941993887,0.005450087
+"US_SRR",2018,201,1662,20.46097917,-17.49760236,699.1831474,NA,0.418648571,0,0.009,500,5.559375,0.856157143,2000,-1.883068266,-7.831467531,5.948399265,0.007104289
+"US_SRR",2018,202,1663,21.60708333,-18.00334147,670.5563295,NA,0.419936429,0,0.009,500,5.690625,0.847642857,2000,-1.744828152,-7.805315979,6.060487827,0.001816562
+"US_SRR",2018,203,1664,21.18322917,-10.17294948,706.9774933,NA,0.421224286,0,0.009,500,5.697916667,0.839128571,2000,-1.876043427,-7.963727741,6.087684315,0.004620857
+"US_SRR",2018,204,1665,21.17670833,-11.2849674,711.7955513,NA,0.422512143,0,0.009,500,5.714583333,0.830614286,2000,-1.616439306,-7.709237966,6.092798661,0.005860185
+"US_SRR",2018,205,1666,21.35677083,-9.231859208,712.8433818,NA,0.4238,0,0.009,500,5.78125,0.8221,2000,-0.962745504,-7.098197136,6.135451632,0.00519975
+"US_SRR",2018,206,1667,22.57983333,-7.914707827,714.2819687,NA,0.425234286,0,0.009,500,5.8625,0.813585714,2000,-1.438349612,-7.63004913,6.191699518,0.003238578
+"US_SRR",2018,207,1668,20.27402083,-6.775173235,685.8724688,NA,0.426668571,0,0.009,500,5.9375,0.805071429,2000,-2.855557897,-8.763658306,5.908100409,0.004777684
+"US_SRR",2018,208,1669,18.62102083,-5.379931277,697.598797,NA,0.428102857,0,0.009,500,5.997916667,0.796557143,2000,-4.139794151,-9.698351962,5.558557811,0.002118186
+"US_SRR",2018,209,1670,19.5945,-2.724750307,616.1677206,NA,0.429537143,0,0.009,500,6.064583333,0.788042857,2000,-4.484680898,-10.02743414,5.542753246,0.001592822
+"US_SRR",2018,210,1671,18.94533333,-5.977037876,497.2973979,NA,0.430971429,0,0.009,500,6.060416667,0.779528571,2000,-3.78343418,-9.176994757,5.393560577,0.000751785
+"US_SRR",2018,211,1672,20.03552083,-10.7652926,545.0159968,NA,0.432405714,0,0.009,500,6.042708333,0.771014286,2000,-3.024179905,-8.491843846,5.467663941,0.004117128
+"US_SRR",2018,212,1673,19.76935417,-15.71479601,579.940158,NA,0.43384,0,0.009,500,6.041666667,0.7625,2000,-2.561534042,-8.045406836,5.483872794,0.002972338
+"US_SRR",2018,213,1674,19.31983333,-21.13421111,617.0011123,NA,0.435274286,0,0.009,500,6.063541667,0.753985714,2000,-2.825984845,-8.222233256,5.396248411,0.005758928
+"US_SRR",2018,214,1675,19.22147917,-26.56132885,641.6540809,NA,0.436708571,0,0.009,500,6.044791667,0.745471429,2000,-2.030571705,-7.394003659,5.363431954,0.004654919
+"US_SRR",2018,215,1676,21.58941667,-31.6635675,580.9565138,NA,0.438142857,0,0.009,500,6.11875,0.736957143,2000,-1.350462497,-7.082998597,5.7325361,0.002197287
+"US_SRR",2018,216,1677,23.28991667,-36.74158336,629.3547385,NA,0.439577143,0,0.009,500,6.067708333,0.728442857,2000,0.272358072,-5.700496277,5.972854349,0.004138913
+"US_SRR",2018,217,1678,20.73725,-39.4586895,518.6543778,NA,0.441011429,0,0.009,500,6.0375,0.719928571,2000,-1.107033784,-6.778404074,5.671370289,0.002095067
+"US_SRR",2018,218,1679,22.82958333,-37.18605608,564.4621572,NA,0.442445714,0,0.009,500,5.816666667,0.711414286,2000,0.134118684,-5.71354241,5.847661094,0.002124961
+"US_SRR",2018,219,1680,19.54,-11.7987132,445.4788121,NA,0.44388,0,0.009,500,5.307291667,0.7029,2000,-2.364320993,-7.704202848,5.339881855,0.001405594
+"US_SRR",2018,220,1681,20.21816667,0.066341713,517.647767,NA,0.445548571,0,0.009,500,5.053125,0.694385714,2000,-4.436613149,-9.718949563,5.282336414,0.003001248
+"US_SRR",2018,221,1682,23.09308333,0.951993247,590.6265244,NA,0.447217143,0,0.009,500,4.980208333,0.685871429,2000,-2.725992763,-8.337613095,5.611620332,0.003037197
+"US_SRR",2018,222,1683,23.54129167,2.004974494,586.2656693,NA,0.448885714,0,0.009,500,4.79375,0.677357143,2000,-2.849275478,-8.589861219,5.74058574,0.002806755
+"US_SRR",2018,223,1684,22.95785417,2.086713689,630.6347993,NA,0.450554286,0,0.009,500,4.844791667,0.668842857,2000,-3.027386113,-8.793178013,5.765791899,0.003935119
+"US_SRR",2018,224,1685,21.4624375,1.757071117,638.0282356,NA,0.452222857,0,0.009,500,4.805208333,0.660328571,2000,-2.917964128,-8.488015023,5.570050895,0.003019642
+"US_SRR",2018,225,1686,18.0085,0.834274616,633.0129046,NA,0.453891429,0,0.009,500,4.83125,0.651814286,2000,-4.274726742,-9.437516777,5.162790036,0.006057492
+"US_SRR",2018,226,1687,17.6705,-1.283748588,584.6837011,NA,0.45556,0,0.009,500,4.876041667,0.6433,2000,-4.094934296,-9.104026831,5.009092535,0.006304829
+"US_SRR",2018,227,1688,18.8458125,-5.35626593,630.3106155,NA,0.457228571,0,0.009,500,4.876041667,0.644725,2000,-3.524477653,-8.700815264,5.17633761,0.004678613
+"US_SRR",2018,228,1689,19.96383333,-9.290997238,641.142724,NA,0.458897143,0,0.009,500,4.88125,0.64615,2000,-1.861941561,-7.271305814,5.409364253,0.004478287
+"US_SRR",2018,229,1690,21.7355625,-13.70922121,647.9814486,NA,0.460565714,0,0.009,500,4.86875,0.647575,2000,-0.202238672,-5.839179249,5.636940577,0.004086185
+"US_SRR",2018,230,1691,22.62141667,-18.7916965,621.7035076,NA,0.462234286,0,0.009,500,4.661458333,0.649,2000,0.300420996,-5.474886994,5.77530799,0.002550982
+"US_SRR",2018,231,1692,19.283625,-22.94098686,623.5275978,NA,0.463902857,0,0.009,500,4.651041667,0.650425,2000,-0.340576451,-5.787949616,5.447373165,0.004423032
+"US_SRR",2018,232,1693,17.008125,-24.15947351,618.12236,NA,0.465571429,0,0.009,500,4.589583333,0.65185,2000,-0.799961916,-5.825596248,5.025634332,0.00126401
+"US_SRR",2018,233,1694,16.45154167,-18.34347382,507.4674721,NA,0.46724,0,0.009,500,4.540625,0.653275,2000,-1.956518552,-6.747639165,4.791120613,0.005330355
+"US_SRR",2018,234,1695,18.564125,-22.12146654,575.9441089,NA,0.466867143,0,0.009,500,4.525,0.6547,2000,-1.501902175,-6.333529494,4.83162732,0.004997427
+"US_SRR",2018,235,1696,17.803625,-19.47474834,557.9472521,NA,0.466494286,0,0.009,500,4.608333333,0.656125,2000,-1.346917152,-6.13673281,4.789815657,0.006207269
+"US_SRR",2018,236,1697,17.018375,-9.656872621,489.7882179,NA,0.466121429,0,0.009,500,4.765625,0.65755,2000,-1.474432519,-6.095561006,4.621128487,0.003983816
+"US_SRR",2018,237,1698,17.84925,-11.04400654,543.3732637,NA,0.465748571,0,0.009,500,4.771875,0.658975,2000,-0.700252303,-5.421101276,4.720848973,0.004352709
+"US_SRR",2018,238,1699,16.48072917,-18.78936544,604.3150103,NA,0.465375714,0,0.009,500,4.833333333,0.6604,2000,-1.280638191,-5.886316415,4.605678224,0.00632867
+"US_SRR",2018,239,1700,16.92758333,-23.62414006,569.6296339,NA,0.465002857,0,0.009,500,4.823958333,0.661825,2000,-1.385205199,-5.96972461,4.584519411,0.00613691
+"US_SRR",2018,240,1701,17.0840625,-27.56160783,504.5851442,NA,0.46463,0,0.009,500,4.81875,0.66325,2000,-1.22106392,-5.79521676,4.57415284,0.006247191
+"US_SRR",2018,241,1702,18.17222917,-32.50193901,603.7829543,NA,0.464257143,0,0.009,500,4.776041667,0.664675,2000,-1.100918535,-5.792414927,4.691496392,0.005131924
+"US_SRR",2018,242,1703,18.53545833,-36.89203821,484.0089595,NA,0.463884286,0,0.009,500,4.744791667,0.6661,2000,-0.208768164,-5.036234081,4.827465917,0.004281613
+"US_SRR",2018,243,1704,19.46579167,-40.94681921,586.5576009,NA,0.463511429,0,0.009,500,4.740625,0.667525,2000,-0.160959557,-5.067185611,4.906226054,0.005296988
+"US_SRR",2018,244,1705,19.3376875,-43.97299377,544.0682215,NA,0.463138571,0,0.009,500,4.752083333,0.66895,2000,-0.102106957,-5.054887773,4.952780816,0.006008007
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diff --git a/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.1.2018-04-03.2021-06-16.dat b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.1.2018-04-03.2021-06-16.dat
new file mode 100644
index 0000000000..b6cac21e39
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.1.2018-04-03.2021-06-16.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.10.2018-04-03.2021-06-16.dat b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.10.2018-04-03.2021-06-16.dat
new file mode 100644
index 0000000000..c360573974
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.10.2018-04-03.2021-06-16.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.2.2018-04-03.2021-06-16.dat b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.2.2018-04-03.2021-06-16.dat
new file mode 100644
index 0000000000..b4928fc676
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.2.2018-04-03.2021-06-16.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.3.2018-04-03.2021-06-16.dat b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.3.2018-04-03.2021-06-16.dat
new file mode 100644
index 0000000000..46911427b1
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.3.2018-04-03.2021-06-16.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.4.2018-04-03.2021-06-16.dat b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.4.2018-04-03.2021-06-16.dat
new file mode 100644
index 0000000000..a43cb178f4
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.4.2018-04-03.2021-06-16.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.5.2018-04-03.2021-06-16.dat b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.5.2018-04-03.2021-06-16.dat
new file mode 100644
index 0000000000..3c79ebd690
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.5.2018-04-03.2021-06-16.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.6.2018-04-03.2021-06-16.dat b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.6.2018-04-03.2021-06-16.dat
new file mode 100644
index 0000000000..e4aca7e07d
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.6.2018-04-03.2021-06-16.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.7.2018-04-03.2021-06-16.dat b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.7.2018-04-03.2021-06-16.dat
new file mode 100644
index 0000000000..050f7f24e6
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.7.2018-04-03.2021-06-16.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.8.2018-04-03.2021-06-16.dat b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.8.2018-04-03.2021-06-16.dat
new file mode 100644
index 0000000000..80cbba21dd
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.8.2018-04-03.2021-06-16.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.9.2018-04-03.2021-06-16.dat b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.9.2018-04-03.2021-06-16.dat
new file mode 100644
index 0000000000..b628f71db7
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_37.5N_122W/ERA5.9.2018-04-03.2021-06-16.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.1.2021-12-15.2024-12-19.dat b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.1.2021-12-15.2024-12-19.dat
new file mode 100644
index 0000000000..920a15db3e
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.1.2021-12-15.2024-12-19.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.10.2021-12-15.2024-12-19.dat b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.10.2021-12-15.2024-12-19.dat
new file mode 100644
index 0000000000..18a1249f55
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.10.2021-12-15.2024-12-19.dat
@@ -0,0 +1,1102 @@
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.2.2021-12-15.2024-12-19.dat b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.2.2021-12-15.2024-12-19.dat
new file mode 100644
index 0000000000..b796c49101
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.2.2021-12-15.2024-12-19.dat
@@ -0,0 +1,1102 @@
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.3.2021-12-15.2024-12-19.dat b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.3.2021-12-15.2024-12-19.dat
new file mode 100644
index 0000000000..844f5bcdf3
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.3.2021-12-15.2024-12-19.dat
@@ -0,0 +1,1102 @@
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.4.2021-12-15.2024-12-19.dat b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.4.2021-12-15.2024-12-19.dat
new file mode 100644
index 0000000000..a3f99727a4
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.4.2021-12-15.2024-12-19.dat
@@ -0,0 +1,1102 @@
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.5.2021-12-15.2024-12-19.dat b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.5.2021-12-15.2024-12-19.dat
new file mode 100644
index 0000000000..fe9a3c188f
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.5.2021-12-15.2024-12-19.dat
@@ -0,0 +1,1102 @@
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.6.2021-12-15.2024-12-19.dat b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.6.2021-12-15.2024-12-19.dat
new file mode 100644
index 0000000000..37f584e7ae
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.6.2021-12-15.2024-12-19.dat
@@ -0,0 +1,1102 @@
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.7.2021-12-15.2024-12-19.dat b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.7.2021-12-15.2024-12-19.dat
new file mode 100644
index 0000000000..a2e11a58a3
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.7.2021-12-15.2024-12-19.dat
@@ -0,0 +1,1102 @@
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.8.2021-12-15.2024-12-19.dat b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.8.2021-12-15.2024-12-19.dat
new file mode 100644
index 0000000000..36db8ae6b1
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.8.2021-12-15.2024-12-19.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.9.2021-12-15.2024-12-19.dat b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.9.2021-12-15.2024-12-19.dat
new file mode 100644
index 0000000000..c344011abf
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_121.5W/ERA5.9.2021-12-15.2024-12-19.dat
@@ -0,0 +1,1102 @@
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.1.2014-03-12.2018-09-20.dat b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.1.2014-03-12.2018-09-20.dat
new file mode 100644
index 0000000000..24baabc6ca
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.1.2014-03-12.2018-09-20.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.10.2014-03-12.2018-09-20.dat b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.10.2014-03-12.2018-09-20.dat
new file mode 100644
index 0000000000..7e8405f187
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.10.2014-03-12.2018-09-20.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.2.2014-03-12.2018-09-20.dat b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.2.2014-03-12.2018-09-20.dat
new file mode 100644
index 0000000000..5c50dad2b5
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.2.2014-03-12.2018-09-20.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.3.2014-03-12.2018-09-20.dat b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.3.2014-03-12.2018-09-20.dat
new file mode 100644
index 0000000000..c5a45b74ad
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.3.2014-03-12.2018-09-20.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.4.2014-03-12.2018-09-20.dat b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.4.2014-03-12.2018-09-20.dat
new file mode 100644
index 0000000000..1e4aa094f6
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.4.2014-03-12.2018-09-20.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.5.2014-03-12.2018-09-20.dat b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.5.2014-03-12.2018-09-20.dat
new file mode 100644
index 0000000000..f8893794e2
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.5.2014-03-12.2018-09-20.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.6.2014-03-12.2018-09-20.dat b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.6.2014-03-12.2018-09-20.dat
new file mode 100644
index 0000000000..65e1081e99
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.6.2014-03-12.2018-09-20.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.7.2014-03-12.2018-09-20.dat b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.7.2014-03-12.2018-09-20.dat
new file mode 100644
index 0000000000..0421cbf3b2
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.7.2014-03-12.2018-09-20.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.8.2014-03-12.2018-09-20.dat b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.8.2014-03-12.2018-09-20.dat
new file mode 100644
index 0000000000..bcfe081c65
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.8.2014-03-12.2018-09-20.dat
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diff --git a/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.9.2014-03-12.2018-09-20.dat b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.9.2014-03-12.2018-09-20.dat
new file mode 100644
index 0000000000..3ed4595857
--- /dev/null
+++ b/models/peprmt/demo_run/data/met/ERA5_38N_122W/ERA5.9.2014-03-12.2018-09-20.dat
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diff --git a/models/peprmt/demo_run/data/pfts/default_marginal/post.distns.RData b/models/peprmt/demo_run/data/pfts/default_marginal/post.distns.RData
new file mode 100644
index 0000000000..b7a09ef76e
Binary files /dev/null and b/models/peprmt/demo_run/data/pfts/default_marginal/post.distns.RData differ
diff --git a/models/peprmt/demo_run/data/pfts/default_mcmc/trait.mcmc.RData b/models/peprmt/demo_run/data/pfts/default_mcmc/trait.mcmc.RData
new file mode 100644
index 0000000000..8fce239af7
Binary files /dev/null and b/models/peprmt/demo_run/data/pfts/default_mcmc/trait.mcmc.RData differ
diff --git a/models/peprmt/demo_run/data/site_info.csv b/models/peprmt/demo_run/data/site_info.csv
index 758e649da0..61ef164ec4 100644
--- a/models/peprmt/demo_run/data/site_info.csv
+++ b/models/peprmt/demo_run/data/site_info.csv
@@ -1,6 +1,4 @@
"id","name","lat","lon","site.pft","met.start","met.end"
-"US_EDN","Eden Landing",37.615,-122.114,"default","2018-02-16","2021-06-16"
+"US_EDN","Eden Landing",37.615,-122.114,"default","2018-04-03","2021-06-16"
"US_SRR","Rush Ranch",38.2,-122.026,"default","2014-03-12","2018-09-20"
-"US_STJ","St Jones Reserve",39.088,-75.437,"default","2015-01-01","2017-12-31"
-"US_LA1","Pointe-aux-Chenes",29.5013,-90.4449,"default","2011-10-08","2012-12-06"
-"US_PLM","Plum Island Sound",42.7345,-70.8382,"default","2019-04-15","2019-10-31"
+"US_DMG","Dutch Slough",38.0015,-121.6691,"default","2021-12-15","2024-12-19"
diff --git a/models/peprmt/demo_run/set_up_inputs.qmd b/models/peprmt/demo_run/input_demo.qmd
similarity index 74%
rename from models/peprmt/demo_run/set_up_inputs.qmd
rename to models/peprmt/demo_run/input_demo.qmd
index 28e761f706..253cab12e2 100644
--- a/models/peprmt/demo_run/set_up_inputs.qmd
+++ b/models/peprmt/demo_run/input_demo.qmd
@@ -2,11 +2,14 @@
title: "Setting up PEPRMT inputs in PEcAn"
author:
- "Chris Black"
+ - "Abby Lewis"
---
# Purpose
-Show the process of creating input files for a basic PEcAn run. PEcAn provides helpers for some of these, while others are (so far) still manual.
+Show the process of creating input and met files for a basic PEcAn run.
+PEcAn provides helpers for some of these, while others are (so far) still manual.
+
# Setup
@@ -14,10 +17,13 @@ We assume here that you already have PEcAn and PEPRMT installed.
See run_pecan_peprmt.qmd for installation instructions if needed.
```{r setup}
-#here::i_am("models/peprmt/demo_run/set_up_inputs.qmd")
-PEcAn.all::pecan_version()
+here::i_am("models/peprmt/demo_run/input_demo.qmd")
+
library(tidyverse)
library(PEcAn.all)
+library(PEcAn.PEPRMT)
+PEcAn.all::pecan_version()
+
# prints logger messages into the notebook instead of to the terminal
logger.setUseConsole(consol = TRUE, stderr = FALSE)
# prints messages with levels INFO or higher (WARNING, ERROR, SEVERE)
@@ -25,6 +31,7 @@ logger.setUseConsole(consol = TRUE, stderr = FALSE)
logger.setLevel("INFO")
```
+
# Settings
PEcAn settings files declare the configuration for the entire run, including (by the end of the setup stage) full paths to every file for every ensemble member at every site. Rather than try to hand-build such a complex XML document, we expand it from a simpler XML template plus a CSV file declaring the site-specific information.
@@ -32,13 +39,60 @@ PEcAn settings files declare the configuration for the entire run, including (by
TODO: This section is hard to interpret. Either add more exposition or simplify.
```{r}
-ensemble_size <- 3
+ensemble_size <- 10
site_info <- read.csv("data/site_info.csv")
-settings <- read.settings("template.xml") # TODO move to data-raw?
-settings$ensemble$size <- ensemble_size
-settings <- settings |>
+stopifnot(
+ length(unique(site_info$id)) == nrow(site_info),
+ all(site_info$lat > 0), # just to simplify grid naming below
+ all(site_info$lon < 0)
+)
+site_info <- site_info |>
+ dplyr::mutate(
+ # match locations to half-degree ERA5 grid cell centers
+ # CAUTION: Calculation only correct when all lats are N and all lons are W!
+ ERA5_grid_cell = paste0(
+ ((lat + 0.25) %/% 0.5) * 0.5, "N_",
+ ((abs(lon) + 0.25) %/% 0.5) * 0.5, "W"
+ ),
+ # Hack: prepare.settings wants every site to have a name as well as an ID.
+ # It's probably never used downstream, but add here to quiet the check.
+ # TODO remove the upstream rule
+ name = id
+ )
+
+# Hack: setEnsemblePaths leaves all path components other than siteid
+# identical across sites.
+# To use site-specific grid id, I'll string-replace each siteid
+id2grid <- function(s) {
+ # replacing in place to preserve names (easier than thinking)
+ for (p in seq_along(s$run$inputs$met$path)) {
+ s$run$inputs$met$path[[p]] <- gsub(
+ pattern = s$run$site$id,
+ replacement = s$run$site$ERA5_grid_cell,
+ x = s$run$inputs$met$path[[p]]
+ )
+ }
+ s
+}
+# Also replace start and end dates
+dates2grid <- function(s) {
+ for (p in seq_along(s$run$inputs$met$path)) {
+ s$run$inputs$met$path[[p]] <- gsub(
+ pattern = "DATES-HERE",
+ replacement = paste0(s$run$site$met.start, ".",
+ s$run$site$met.end),
+ x = s$run$inputs$met$path[[p]]
+ )
+ }
+ s
+}
+
+settings_raw <- read.settings("raw-data/template.xml")
+settings_raw$ensemble$size <- ensemble_size
+
+settings <- settings_raw |>
# Set where demo outputs go
setOutDir("input_demo_out") |>
@@ -55,13 +109,12 @@ settings <- settings |>
# Set run start and end dates to match available met data
# (as hard-coded in site-info.csv -- consider getting from elsewhere?)
- # If dates were equal for all sites, setDates() above this would handled this
+ # If dates were equal for all sites, setDates() above this would handle this
papply(function(s) {
s$run$start.date <- s$run$site$met.start
s$run$end.date <- s$run$site$met.end
s
- }) |>
-
+ }) |>
# Declare naming scheme for met files.
# NB this creates paths in the XML that don't exist on disk yet --
# we'll create them in a separate operation below
@@ -69,8 +122,17 @@ settings <- settings |>
n_reps = ensemble_size,
input_type = "met",
path = file.path("data", "met"),
- path_template = "{path}/{n}.csv"
- )
+ d1 = "DATES-HERE",
+ path_template = "{path}/ERA5_{id}/ERA5.{n}.{d1}.dat"
+ ) |>
+ setEnsemblePaths(
+ n_reps = 1,
+ input_type = "PEPRMT",
+ path = file.path("data", "PEPRMT_specific_inputs"),
+ path_template = "{path}/{id}_formatted.csv"
+ ) |>
+ papply(id2grid) |>
+ papply(dates2grid)
head(settings)
settings$info$notes <- paste("Compiled from template.xml at", Sys.time())
@@ -93,6 +155,47 @@ write.settings(
Note for future development: We are considering a change in `PEcAn.settings::setEnsemblePaths` that would allow using all fields of `settings$run$site` (which typically include lat, lon, site pft, etc) inside the format string for the file path, which should simplify construction of paths that vary by more than the siteid.
+# Meteorology
+
+Process met data for all sites using `met2model.PEPRMT()`
+
+```{r}
+# Set up folder
+dir.create(here::here("models","peprmt","demo_run","data","met"))
+
+# Fill in processed files
+for(i in 1:nrow(site_info)){
+ for(ens in 1:ensemble_size){
+ in.path <- here::here("models","peprmt","demo_run","raw-data","met",
+ paste0("ERA5_", site_info$ERA5_grid_cell[i], "_", ens))
+ in.prefix <- paste0("ERA5.", ens)
+ start_date <- site_info$met.start[i]
+ end_date <- site_info$met.end[i]
+ outfolder <- paste0("data/met/ERA5_",site_info$ERA5_grid_cell[i])
+ result <- met2model.PEPRMT(in.path, in.prefix, outfolder, start_date, end_date)
+ }
+}
+```
+
+# Other inputs
+
+PEPRMT includes a variety of inputs that we are supplying manually
+
+```{r}
+# Set up folder
+dir.create(here::here("models","peprmt","demo_run","data","PEPRMT_specific_inputs"))
+
+# Fill in processed files
+
+for(i in 1:nrow(site_info)){
+ in.path <- here::here("models","peprmt","demo_run","raw-data","site-data-formatted",
+ paste0(site_info$id[i], "_formatted.csv"))
+ outfolder <- here::here("models","peprmt","demo_run","data", "PEPRMT_specific_inputs",
+ paste0(site_info$id[i], "_formatted.csv"))
+ file.copy(from = in.path, to = outfolder, overwrite = TRUE)
+}
+```
+
# Parameters
## Background: PEcAn's PFT concept
@@ -116,36 +219,37 @@ First we'll write marginal distributions. The format is an R data file (conventi
* `parama` and `paramb`, the first two moments of the distribution. For `norm` and friends these are mean and sd, for `unif` they are max and min, for `gamma` they are shape and rate, and so on.
* `n`, the number of datapoints used to estimate this point. Usually NA in a file not created by formal meta-analysis, and not used by the model-specific sampling processes.
-The means shown here were retrieved 2026-03-03 from the default values used in `PEPRPMT::run_PRPMT()`. These were calibrated in Oikawa et al 2024 but not all variances are reported there. For demonstration purposes I estimated variance parameters by visual comparison to the histograms in Oikawa 2024 (for the parameters that appear there) or by arbitrarily setting sd to 1 (for CH4 parameters). TODO: Update this.
+The means shown here were retrieved 2026-03-03 from the default values used in `PEPRPMT::run_PEPRMT()`. These were calibrated in Oikawa et al 2024 but not all variances are reported there. For demonstration purposes I estimated variance parameters by visual comparison to the histograms in Oikawa 2024 (for the parameters that appear there) or by arbitrarily setting sd to 1 (for CH4 parameters). TODO: Update this.
```{r pft-marginal}
post.distns <- read.csv(
text = r"(
param,distn,parama,paramb,n
-GPP_a0,norm,0.7,0.1,NA
-GPP_a1,norm,1.05,0.1,NA
-GPP_Ha,norm,149,25,NA
-GPP_Hd,norm,94.4,1,NA
-Reco_Ea_som,norm,18.4,1,NA
-Reco_kM_som,unif,1000,12000,NA
-Reco_Ea_labile,norm,11.7,2,NA
-Reco_kM_labile,unif,10,100,NA
-CH4_1,norm,82.0,1,NA
-CH4_2,norm,17.4,1,NA
-CH4_3,norm,86.7,1,NA
-CH4_4,norm,23.4,1,NA
-CH4_5,norm,91.2,1,NA
-CH4_6,norm,23.5,1,NA
-CH4_7,norm,100.0,1,NA
-CH4_8,norm,0.20,1,NA)",
+a0,norm,0.7,0.1,NA
+a1,norm,1.05,0.1,NA
+Ha,norm,149,25,NA
+Hd,norm,94.4,1,NA
+Ea_SOM,norm,18.4,1,NA
+kM_SOM,unif,1000,12000,NA
+Ea_labile,norm,11.7,2,NA
+kM_labile,unif,10,100,NA
+Ea_SOM_CH4,norm,82.0,1,NA
+kM_SOM_CH4,norm,17.4,1,NA
+Ea_labile_CH4,norm,86.7,1,NA
+kM_labile_CH4,norm,23.4,1,NA
+Ea_oxi_CH4,norm,91.2,1,NA
+kM_oxi_CH4,norm,23.5,1,NA
+kI_SO4,norm,100.0,1,NA
+kI_NO3,norm,0.20,1,NA)",
row.names = "param"
)
-demo_pft_dir <- file.path("data", "pfts", "default_marginal")
-dir.create(demo_pft_dir, recursive = TRUE)
+# Save
+demo_pft_dir_marginal <- file.path("data", "pfts", "default_marginal")
+dir.create(demo_pft_dir_marginal, recursive = TRUE)
save(
post.distns,
- file = file.path(demo_pft_dir, "post.distns.RData"))
+ file = file.path(demo_pft_dir_marginal, "post.distns.RData"))
```
Let's run this!
@@ -192,6 +296,7 @@ model_output |>
)
```
+
## MCMC posterior
For demonstration purposes, we'll mock up an MCMC output that implements the correlation between GPP parameters a0, Ha, and Hd as noted by Oikawa et al (2024). We'll then pass both sets of posteriors so that PEcAn.PEPRMT combines them into a single paraterization.
@@ -209,7 +314,7 @@ n_mc <- 100
corr_parm <- post.distns |>
rownames_to_column() |>
- filter(rowname %in% c("GPP_a0", "GPP_Ha", "GPP_Hd"))
+ filter(rowname %in% c("a0", "Ha", "Hd"))
means <- corr_parm$parama
sds <- corr_parm$paramb
# correlations as reported by Oikawa et al 2024
@@ -319,9 +424,3 @@ model_output |>
)
```
-
-# Meteorology
-
-* TODO
-* `met2model.PEPRMT()`
-
diff --git a/models/peprmt/demo_run/raw-data/.gitignore b/models/peprmt/demo_run/raw-data/.gitignore
new file mode 100644
index 0000000000..27e7ac7dcd
--- /dev/null
+++ b/models/peprmt/demo_run/raw-data/.gitignore
@@ -0,0 +1 @@
+met
diff --git a/models/peprmt/demo_run/raw-data/make_PEPRMT_specific_inputs.R b/models/peprmt/demo_run/raw-data/make_PEPRMT_specific_inputs.R
new file mode 100644
index 0000000000..e10f581c50
--- /dev/null
+++ b/models/peprmt/demo_run/raw-data/make_PEPRMT_specific_inputs.R
@@ -0,0 +1,98 @@
+## Data provided are in various formats and need to be harmonized for model
+
+site_files_in <- here::here("models","peprmt","demo_run","raw-data",
+ "site-data-raw")
+site_files_out <- here::here("models","peprmt","demo_run","raw-data",
+ "site-data-formatted")
+desired_colnames <- colnames(PEPRMT::example_data)
+
+# Format EDN
+US_EDN <- readr::read_csv(here::here(site_files_in, "US_EDN.csv"))
+
+US_EDN_out <- US_EDN |>
+ dplyr::mutate(site = "US_EDN",
+ LAI = NA,
+ FPAR = 0,
+ LUE = 0.006, # From example data
+ Wetland_age_years = 7, # Should technically increment. This is the min from example data
+ Date = as.Date(paste0(YEAR,"-01-01")) + days(DOY) - 1,
+ SOM_MEM_gC_m3 = 550) |> # Need time series data for this
+ dplyr::rename(DOY_disc = DOY,
+ TA_C = Air_temp_daily_ave_degree_C,
+ WTD_cm = Water_table_daily_ave_cm,
+ PAR_umol_m2_day = PAR_daily_ave_umol_m2_day,
+ Year = YEAR) %>%
+ dplyr::mutate(DOY = as.numeric(difftime(Date, min(Date), units = "days")) + 1) %>%
+ dplyr::select(all_of(desired_colnames)) %>%
+ filter(if_all(-LAI, ~ !is.na(.)))
+
+write.csv(US_EDN_out, here::here(site_files_out, "US_EDN_formatted.csv"), row.names = F)
+
+# Format SRR
+US_SRR = list(id = "US_SRR",
+ name = "Rush Ranch",
+ lat = 38.200,
+ lon = -122.026,
+ site.pft = "default",
+ met.start = "2014-03-12",
+ met.end = "2018-09-20")
+
+US_SRR <- readr::read_csv(here::here(site_files_in, "US_SRR.csv"))
+
+US_SRR_out <- US_SRR |>
+ dplyr::mutate(site = "US_SRR",
+ LAI = NA,
+ FPAR = 0,
+ LUE = 0.009, # From example data
+ SOM_MEM_gC_m3 = 2000) |> # Need time series data for this
+ dplyr::rename(DOY = Day_of_year,
+ DOY_disc = Discont_day_of_year,
+ TA_C = Air_temp_daily_ave_degree_C,
+ WTD_cm = Water_table_daily_ave_cm,
+ PAR_umol_m2_day = PAR_daily_ave_umol_m2_day) %>%
+ dplyr::select(all_of(desired_colnames)) %>%
+ filter(if_all(-LAI, ~ !is.na(.)))
+
+#PEPRMT::example_data %>%
+# filter(site == "US_SRR") %>%
+# pull(LUE) %>%
+# unique()
+
+write.csv(US_SRR_out, here::here(site_files_out, "US_SRR_formatted.csv"), row.names = F)
+
+# Format DMG
+US_DMG <- readr::read_csv(here::here(site_files_in, "US_DMG.csv"))
+
+US_DMG_out <- US_DMG |>
+ dplyr::mutate(
+ site = "US_DMG",
+ LAI = NA,
+ FPAR = 0,
+ LUE = 0.006, # PLACEHOLDER
+ Wetland_age_years = 7, # PLACEHOLDER
+ EVI = 0.09, # PLACEHOLDER
+ Date = as.Date(paste0(YEAR, "-01-01")) + lubridate::days(DOY) - 1,
+ SOM_MEM_gC_m3 = 550 # PLACEHOLDER
+ ) |>
+ dplyr::rename(
+ DOY_disc = DOY,
+ TA_C = TA_ave_C,
+ WTD_cm = WT_ave_m,
+ Salinity_daily_ave_ppt = Salinity_ave_ppt,
+ PAR_umol_m2_day = PAR_ave_umol_m2_day,
+ Year = YEAR
+ ) %>%
+ dplyr::arrange(Date) %>%
+ tidyr::complete(Date = seq(min(Date), max(Date), by = "day")) %>%
+ dplyr::mutate(
+ Year = lubridate::year(Date),
+ DOY = lubridate::yday(Date)
+ ) %>%
+ dplyr::select(all_of(desired_colnames[!grepl("gC_m2_d", desired_colnames)])) %>%
+ dplyr::mutate(across(
+ -c(Year, DOY, LAI),
+ ~ if (is.numeric(.)) zoo::na.approx(., na.rm = FALSE) else .
+ )) %>%
+ filter(if_all(where(is.numeric), ~ !is.na(.)))
+
+write.csv(US_DMG_out, here::here(site_files_out, "US_DMG_formatted.csv"), row.names = F)
diff --git a/models/peprmt/demo_run/raw-data/make_example_data.R b/models/peprmt/demo_run/raw-data/make_example_data.R
deleted file mode 100644
index a4b6cf03e7..0000000000
--- a/models/peprmt/demo_run/raw-data/make_example_data.R
+++ /dev/null
@@ -1,61 +0,0 @@
-
-# Load example data
-all_sites <- read.csv(here::here("models", "peprmt", "demo_run", "raw-data",
- "All_sites_master.csv"))
-
-# Format
-example_data <- all_sites[c(
- "site_char", "Year", "DOY_disc", "DOY", "Year",
- "TA_C", "WTD_cm", "PAR_umol_m2_day", "LAI", "EVI", "FPAR", "LUE",
- "Wetland_age_years", "Salinity_daily_ave_ppt", "NO3_mg_L", "SOM_MEM_gC_m3",
- "CO2_gC_m2_day", "GPP_gC_m2_day", "Reco_gC_m2_day", "CH4_gC_m2_day"
-)] |>
- dplyr::rename(site = site_char)
-
-#Five sites, each of which need to be documented in site_info.csv
-unique(example_data$site)
-
-#Using values from Oikawa et al. 2024
-US_EDN = list(id = "US_EDN",
- lat = 37.615,
- lon = -122.114,
- site.pft = "default")
-
-US_SRR = list(id = "US_SRR",
- lat = 38.200,
- lon = -122.026,
- site.pft = "default")
-
-US_STJ = list(id = "US_STJ",
- lat = 39.088,
- lon = -75.437,
- site.pft = "default")
-
-US_LA1 = list(id = "US_LA1",
- lat = 29.5013,
- lon = -90.4449,
- site.pft = "default")
-
-US_PLM = list(id = "US_PLM",
- lat = 42.7345,
- lon = -70.8382,
- site.pft = "default")
-
-site_info <- list(US_EDN,
- US_SRR,
- US_STJ,
- US_LA1,
- US_PLM) |>
- dplyr::bind_rows()
-
-write.csv(site_info,
- here::here("models", "peprmt", "demo_run", "data",
- "site_info.csv"),
- row.names = F)
-
-write.csv(example_data,
- here::here("models", "peprmt", "demo_run", "data",
- "all_data.csv"),
- row.names = F)
-
-dates <- as.Date(paste0(example_data$Year, "-01-01")) + lubridate::days(example_data$DOY_disc)
diff --git a/models/peprmt/demo_run/raw-data/make_site_info.R b/models/peprmt/demo_run/raw-data/make_site_info.R
new file mode 100644
index 0000000000..09d9266b2e
--- /dev/null
+++ b/models/peprmt/demo_run/raw-data/make_site_info.R
@@ -0,0 +1,37 @@
+# Manually enter site info
+# Note met start and end are based on the formatted data at each site, which excludes NAs
+US_EDN = list(id = "US_EDN",
+ name = "Eden Landing",
+ lat = 37.615,
+ lon = -122.114,
+ site.pft = "default",
+ met.start = "2018-04-03",
+ met.end = "2021-06-16")
+
+US_SRR = list(id = "US_SRR",
+ name = "Rush Ranch",
+ lat = 38.200,
+ lon = -122.026,
+ site.pft = "default",
+ met.start = "2014-03-12",
+ met.end = "2018-09-20")
+
+US_DMG = list(id = "US_DMG",
+ name = "Dutch Slough",
+ lat = 38.0015,
+ lon = -121.6691,
+ site.pft = "default",
+ met.start = "2021-12-15",
+ met.end = "2024-12-19")
+
+#Combine
+site_info <- list(US_EDN,
+ US_SRR,
+ US_DMG) |>
+ dplyr::bind_rows()
+
+#Save
+write.csv(site_info,
+ here::here("models", "peprmt", "demo_run", "data",
+ "site_info.csv"),
+ row.names = F)
diff --git a/models/peprmt/demo_run/raw-data/pfts/default/post.distns.RData b/models/peprmt/demo_run/raw-data/pfts/default/post.distns.RData
index 59aa243a8e..b7a09ef76e 100644
Binary files a/models/peprmt/demo_run/raw-data/pfts/default/post.distns.RData and b/models/peprmt/demo_run/raw-data/pfts/default/post.distns.RData differ
diff --git a/models/peprmt/demo_run/raw-data/site-data-formatted/US_DMG_formatted.csv b/models/peprmt/demo_run/raw-data/site-data-formatted/US_DMG_formatted.csv
new file mode 100644
index 0000000000..3c2fb8e287
--- /dev/null
+++ b/models/peprmt/demo_run/raw-data/site-data-formatted/US_DMG_formatted.csv
@@ -0,0 +1,1102 @@
+"site","Year","DOY_disc","DOY","TA_C","WTD_cm","PAR_umol_m2_day","LAI","EVI","FPAR","LUE","Wetland_age_years","Salinity_daily_ave_ppt","NO3_mg_L","SOM_MEM_gC_m3"
+"US_DMG",2021,349,349,7.362520833,1.377876923,520.4975717,NA,0.09,0,0.006,7,0.764410588,0,550
+"US_DMG",2021,350,350,7.736875,1.423797917,760.1229208,NA,0.09,0,0.006,7,0.761060833,0,550
+"US_DMG",2021,351,351,5.405604167,1.346254167,715.0402763,NA,0.09,0,0.006,7,0.708772035,0,550
+"US_DMG",2021,352,352,4.705791667,1.305656458,430.005655,NA,0.09,0,0.006,7,0.657218545,0,550
+"US_DMG",2021,353,353,5.64775,1.380480625,192.9382515,NA,0.09,0,0.006,7,0.605910165,0,550
+"US_DMG",2021,354,354,5.939520833,1.376535208,287.9209156,NA,0.09,0,0.006,7,0.57739642,0,550
+"US_DMG",2021,355,355,5.791208333,1.368550208,165.3348553,NA,0.09,0,0.006,7,0.545042733,0,550
+"US_DMG",2021,356,356,7.152041667,1.380235417,128.8614838,NA,0.09,0,0.006,7,0.509911193,0,550
+"US_DMG",2021,357,357,11.00770833,1.5270375,285.520891,NA,0.09,0,0.006,7,0.474207747,0,550
+"US_DMG",2021,358,358,10.19958333,1.538958333,642.9649563,NA,0.09,0,0.006,7,0.451658203,0,550
+"US_DMG",2021,359,359,8.747354167,1.483460417,132.6999321,NA,0.09,0,0.006,7,0.432785214,0,550
+"US_DMG",2021,360,360,7.024270833,1.37398125,273.1122757,NA,0.09,0,0.006,7,0.421469594,0,550
+"US_DMG",2021,361,361,7.853895833,1.375983333,197.094248,NA,0.09,0,0.006,7,0.398552395,0,550
+"US_DMG",2021,362,362,5.889104167,1.334020833,662.2964163,NA,0.09,0,0.006,7,0.375692383,0,550
+"US_DMG",2021,363,363,6.087104167,1.418279167,363.0946722,NA,0.09,0,0.006,7,0.356345525,0,550
+"US_DMG",2021,364,364,7.3218125,1.454564583,780.4640962,NA,0.09,0,0.006,7,0.345005391,0,550
+"US_DMG",2021,365,365,6.658541667,1.540235417,466.8081118,NA,0.09,0,0.006,7,0.32278265,0,550
+"US_DMG",2022,1,1,5.789833333,1.497979167,620.0535125,NA,0.09,0,0.006,7,0.30600938,0,550
+"US_DMG",2022,2,2,3.446333333,1.452829167,324.0673945,NA,0.09,0,0.006,7,0.290935503,0,550
+"US_DMG",2022,3,3,6.989,1.498883333,203.157622,NA,0.09,0,0.006,7,0.264325405,0,550
+"US_DMG",2022,4,4,10.14854167,1.478379167,122.7242969,NA,0.09,0,0.006,7,0.243507928,0,550
+"US_DMG",2022,5,5,11.069625,1.41105625,354.6591757,NA,0.09,0,0.006,7,0.237568245,0,550
+"US_DMG",2022,6,6,9.424458333,1.374177083,182.6240235,NA,0.09,0,0.006,7,0.226081051,0,550
+"US_DMG",2022,7,7,10.17314583,1.376964583,293.2001526,NA,0.09,0,0.006,7,0.216595535,0,550
+"US_DMG",2022,8,8,8.23325,1.2856875,187.1947636,NA,0.09,0,0.006,7,0.213294806,0,550
+"US_DMG",2022,9,9,6.277291667,1.198776667,273.4837948,NA,0.09,0,0.006,7,0.221628333,0,550
+"US_DMG",2022,10,10,8.955729167,1.181281667,417.2239984,NA,0.09,0,0.006,7,0.222469856,0,550
+"US_DMG",2022,11,11,8.792833333,1.215242292,363.5768436,NA,0.09,0,0.006,7,0.217731184,0,550
+"US_DMG",2022,12,12,8.0564375,1.272479167,326.6918797,NA,0.09,0,0.006,7,0.210214667,0,550
+"US_DMG",2022,13,13,9.361770833,1.342421458,192.2857087,NA,0.09,0,0.006,7,0.202461219,0,550
+"US_DMG",2022,14,14,9.390270833,1.346902083,339.3182058,NA,0.09,0,0.006,7,0.198343477,0,550
+"US_DMG",2022,15,15,6.630395833,1.347675833,202.2449857,NA,0.09,0,0.006,7,0.196276436,0,550
+"US_DMG",2022,16,16,9.186083333,1.390880833,364.7565559,NA,0.09,0,0.006,7,0.19014884,0,550
+"US_DMG",2022,17,17,8.967125,1.42500625,214.913321,NA,0.09,0,0.006,7,0.185581741,0,550
+"US_DMG",2022,18,18,9.308875,1.432841667,251.0131006,NA,0.09,0,0.006,7,0.183171555,0,550
+"US_DMG",2022,19,19,9.505291667,1.370954167,262.6453096,NA,0.09,0,0.006,7,0.182991811,0,550
+"US_DMG",2022,20,20,8.974375,1.312978125,303.5403857,NA,0.09,0,0.006,7,0.183053904,0,550
+"US_DMG",2022,21,21,11.90683333,1.31613,261.3029494,NA,0.09,0,0.006,7,0.181431318,0,550
+"US_DMG",2022,22,22,12.02429167,1.27238125,301.6687762,NA,0.09,0,0.006,7,0.177101151,0,550
+"US_DMG",2022,23,23,7.9433125,1.228825208,355.4736529,NA,0.09,0,0.006,7,0.175769421,0,550
+"US_DMG",2022,24,24,7.693645833,1.220447917,729.0120579,NA,0.09,0,0.006,7,0.175483468,0,550
+"US_DMG",2022,25,25,9.4495625,1.234766667,724.100385,NA,0.09,0,0.006,7,0.173947484,0,550
+"US_DMG",2022,26,26,8.361416667,1.250175,723.6853789,NA,0.09,0,0.006,7,0.173269362,0,550
+"US_DMG",2022,27,27,8.801375,1.31435625,772.8246895,NA,0.09,0,0.006,7,0.171651678,0,550
+"US_DMG",2022,28,28,8.513541667,1.342566667,666.4887263,NA,0.09,0,0.006,7,0.170900027,0,550
+"US_DMG",2022,29,29,8.548541667,1.39748125,570.9824995,NA,0.09,0,0.006,7,0.170017653,0,550
+"US_DMG",2022,30,30,7.840729167,1.42079375,700.4967,NA,0.09,0,0.006,7,0.170115695,0,550
+"US_DMG",2022,31,31,9.3491875,1.38596875,564.5558123,NA,0.09,0,0.006,7,0.172313459,0,550
+"US_DMG",2022,32,32,10.37554167,1.418197917,487.537095,NA,0.09,0,0.006,7,0.174870708,0,550
+"US_DMG",2022,33,33,10.5531875,1.30450875,693.1161105,NA,0.09,0,0.006,7,0.17628414,0,550
+"US_DMG",2022,34,34,9.203916667,1.470313333,495.9098741,NA,0.09,0,0.006,7,0.175426276,0,550
+"US_DMG",2022,35,35,8.316,1.426424,738.5182923,NA,0.09,0,0.006,7,0.174437693,0,550
+"US_DMG",2022,36,36,9.036375,1.416733636,426.7171409,NA,0.09,0,0.006,7,0.173620679,0,550
+"US_DMG",2022,37,37,8.947270833,1.401687727,655.3583047,NA,0.09,0,0.006,7,0.17238699,0,550
+"US_DMG",2022,38,38,10.37547917,1.468795714,812.9833267,NA,0.09,0,0.006,7,0.172370651,0,550
+"US_DMG",2022,39,39,11.18577083,1.50094,837.0198625,NA,0.09,0,0.006,7,0.172419671,0,550
+"US_DMG",2022,40,40,11.84752083,1.516252778,585.3508645,NA,0.09,0,0.006,7,0.171488277,0,550
+"US_DMG",2022,41,41,12.42564583,1.457661875,653.8285419,NA,0.09,0,0.006,7,0.169494766,0,550
+"US_DMG",2022,42,42,14.08227083,1.499438788,743.665375,NA,0.09,0,0.006,7,0.167517595,0,550
+"US_DMG",2022,43,43,13.454625,1.497751212,743.3567389,NA,0.09,0,0.006,7,0.166610711,0,550
+"US_DMG",2022,44,44,14.174375,1.481378788,792.7106093,NA,0.09,0,0.006,7,0.165965272,0,550
+"US_DMG",2022,45,45,12.18875,1.508432,714.2109412,NA,0.09,0,0.006,7,0.163906399,0,550
+"US_DMG",2022,46,46,11.19552083,1.523542121,593.8433894,NA,0.09,0,0.006,7,0.159829508,0,550
+"US_DMG",2022,47,47,13.584375,1.481026154,742.0348527,NA,0.09,0,0.006,7,0.161267448,0,550
+"US_DMG",2022,48,48,11.54720833,1.423207619,474.922206,NA,0.09,0,0.006,7,0.162566499,0,550
+"US_DMG",2022,49,49,10.926125,1.341781429,491.9861953,NA,0.09,0,0.006,7,0.162541987,0,550
+"US_DMG",2022,50,50,11.9151875,1.237063667,336.6527825,NA,0.09,0,0.006,7,0.16063835,0,550
+"US_DMG",2022,51,51,11.26652083,1.292257479,241.7394135,NA,0.09,0,0.006,7,0.158473266,0,550
+"US_DMG",2022,52,52,10.14258333,1.285752708,353.288514,NA,0.09,0,0.006,7,0.156389886,0,550
+"US_DMG",2022,53,53,7.516916667,1.28602875,316.7571821,NA,0.09,0,0.006,7,0.155801635,0,550
+"US_DMG",2022,54,54,6.843270833,1.245494167,362.6942452,NA,0.09,0,0.006,7,0.156259163,0,550
+"US_DMG",2022,55,55,6.879333333,1.236807958,364.8780385,NA,0.09,0,0.006,7,0.156357206,0,550
+"US_DMG",2022,56,56,8.0573125,1.289314875,366.7872813,NA,0.09,0,0.006,7,0.15403689,0,550
+"US_DMG",2022,57,57,8.012208333,1.298745083,243.3154642,NA,0.09,0,0.006,7,0.152729669,0,550
+"US_DMG",2022,58,58,11.98866667,1.268597417,368.7080648,NA,0.09,0,0.006,7,0.152312993,0,550
+"US_DMG",2022,59,59,12.8315625,1.271631542,374.9539488,NA,0.09,0,0.006,7,0.151152835,0,550
+"US_DMG",2022,60,60,13.77925,1.285599167,339.6929733,NA,0.09,0,0.006,7,0.149968165,0,550
+"US_DMG",2022,61,61,13.64566667,1.305842917,384.5611617,NA,0.09,0,0.006,7,0.149224685,0,550
+"US_DMG",2022,62,62,12.0935625,1.338956458,257.2285467,NA,0.09,0,0.006,7,0.148456693,0,550
+"US_DMG",2022,63,63,12.0135,1.378999167,357.4629,NA,0.09,0,0.006,7,0.148415841,0,550
+"US_DMG",2022,64,64,8.4299375,1.323653125,311.343464,NA,0.09,0,0.006,7,0.146495863,0,550
+"US_DMG",2022,65,65,10.52854167,1.233402292,437.472304,NA,0.09,0,0.006,7,0.149535151,0,550
+"US_DMG",2022,66,66,12.753875,1.21368125,433.2784756,NA,0.09,0,0.006,7,0.15017242,0,550
+"US_DMG",2022,67,67,13.33204167,1.220188333,444.84499,NA,0.09,0,0.006,7,0.150366015,0,550
+"US_DMG",2022,68,68,13.42004167,1.3187575,451.3504121,NA,0.09,0,0.006,7,0.149339066,0,550
+"US_DMG",2022,69,69,13.45083333,1.316758146,460.6443513,NA,0.09,0,0.006,7,0.148995921,0,550
+"US_DMG",2022,70,70,13.70258333,1.259896729,463.5324706,NA,0.09,0,0.006,7,0.150499223,0,550
+"US_DMG",2022,71,71,11.76247917,1.297972917,444.5000925,NA,0.09,0,0.006,7,0.147280196,0,550
+"US_DMG",2022,72,72,13.65791667,1.357278333,412.2826431,NA,0.09,0,0.006,7,0.146626584,0,550
+"US_DMG",2022,73,73,13.416125,1.300728125,464.5275642,NA,0.09,0,0.006,7,0.147492619,0,550
+"US_DMG",2022,74,74,15.47208333,1.28713875,383.6552881,NA,0.09,0,0.006,7,0.147386407,0,550
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+"US_DMG",2024,324,324,8.753083333,1.356187708,204.755204,NA,0.09,0,0.006,7,0.508104167,0,550
+"US_DMG",2024,325,325,12.7525,1.405793333,38.96688833,NA,0.09,0,0.006,7,0.5283125,0,550
+"US_DMG",2024,326,326,15.184375,1.417680417,75.67227583,NA,0.09,0,0.006,7,0.54025,0,550
+"US_DMG",2024,327,327,13.77666667,1.383663542,19.63639333,NA,0.09,0,0.006,7,0.548625,0,550
+"US_DMG",2024,328,328,11.974625,1.337917708,207.3494973,NA,0.09,0,0.006,7,0.556458333,0,550
+"US_DMG",2024,329,329,9.320291667,1.262226667,248.8256806,NA,0.09,0,0.006,7,0.561229167,0,550
+"US_DMG",2024,330,330,11.23933333,1.276692292,95.78506125,NA,0.09,0,0.006,7,0.578395833,0,550
+"US_DMG",2024,331,331,12.09520833,1.331358333,137.3540531,NA,0.09,0,0.006,7,0.605166667,0,550
+"US_DMG",2024,332,332,9.655166667,1.3261025,261.5307988,NA,0.09,0,0.006,7,0.607104167,0,550
+"US_DMG",2024,333,333,8.445895833,1.34341125,253.0698648,NA,0.09,0,0.006,7,0.595125,0,550
+"US_DMG",2024,334,334,7.792666667,1.35931875,243.8147756,NA,0.09,0,0.006,7,0.573916667,0,550
+"US_DMG",2024,335,335,5.336479167,1.356753333,115.7428235,NA,0.09,0,0.006,7,0.511458333,0,550
+"US_DMG",2024,336,336,9.025291667,1.401349375,161.5442746,NA,0.09,0,0.006,7,0.475666667,0,550
+"US_DMG",2024,337,337,10.5325,1.442941458,249.0308917,NA,0.09,0,0.006,7,0.464854167,0,550
+"US_DMG",2024,338,338,9.796354167,1.449345833,235.2146194,NA,0.09,0,0.006,7,0.4443125,0,550
+"US_DMG",2024,339,339,9.7723125,1.441598333,230.2735817,NA,0.09,0,0.006,7,0.442416667,0,550
+"US_DMG",2024,340,340,10.2783125,1.416757083,203.616691,NA,0.09,0,0.006,7,0.4089375,0,550
+"US_DMG",2024,341,341,9.703833333,1.359700625,231.9618788,NA,0.09,0,0.006,7,0.396125,0,550
+"US_DMG",2024,342,342,8.655270833,1.290528542,182.6444256,NA,0.09,0,0.006,7,0.387541667,0,550
+"US_DMG",2024,343,343,11.21370833,1.263243542,224.6316167,NA,0.09,0,0.006,7,0.3815,0,550
+"US_DMG",2024,344,344,7.747354167,1.225852917,239.1333396,NA,0.09,0,0.006,7,0.3835625,0,550
+"US_DMG",2024,345,345,5.982958333,1.201649167,152.2159323,NA,0.09,0,0.006,7,0.371979167,0,550
+"US_DMG",2024,346,346,5.5563125,1.256988958,148.8857252,NA,0.09,0,0.006,7,0.351770833,0,550
+"US_DMG",2024,347,347,10.0616875,1.458885,151.9255029,NA,0.09,0,0.006,7,0.333875,0,550
+"US_DMG",2024,348,348,11.26625,1.480336667,75.34316188,NA,0.09,0,0.006,7,0.327041667,0,550
+"US_DMG",2024,349,349,11.21572917,1.682669583,167.2249158,NA,0.09,0,0.006,7,0.319083333,0,550
+"US_DMG",2024,350,350,6.7309375,1.545108333,109.7446619,NA,0.09,0,0.006,7,0.331354167,0,550
+"US_DMG",2024,351,351,7.170625,1.501230417,51.69118688,NA,0.09,0,0.006,7,0.341458333,0,550
+"US_DMG",2024,352,352,9.101791667,1.467145208,83.66861667,NA,0.09,0,0.006,7,0.327270833,0,550
+"US_DMG",2024,353,353,6.453020833,1.394796875,82.86702146,NA,0.09,0,0.006,7,0.3290625,0,550
+"US_DMG",2024,354,354,7.5327525,1.2135415,12.2209315,NA,0.09,0,0.006,7,0.3250625,0,550
diff --git a/models/peprmt/demo_run/raw-data/site-data-formatted/US_EDN_formatted.csv b/models/peprmt/demo_run/raw-data/site-data-formatted/US_EDN_formatted.csv
new file mode 100644
index 0000000000..2bd3448e10
--- /dev/null
+++ b/models/peprmt/demo_run/raw-data/site-data-formatted/US_EDN_formatted.csv
@@ -0,0 +1,1172 @@
+"site","Year","DOY_disc","DOY","TA_C","WTD_cm","PAR_umol_m2_day","LAI","EVI","FPAR","LUE","Wetland_age_years","Salinity_daily_ave_ppt","NO3_mg_L","SOM_MEM_gC_m3","CO2_gC_m2_day","GPP_gC_m2_day","Reco_gC_m2_day","CH4_gC_m2_day"
+"US_EDN",2018,93,1,12.93291667,10.13505,1177.156478,NA,0.041662857,0,0.006,7,34.68548308,0.905,550,-0.940681481,-2.489409487,1.548728006,-0.000883111
+"US_EDN",2018,94,2,13.29916667,7.1149875,423.7955579,NA,0.045745714,0,0.006,7,34.68548308,0.905,550,-1.044650769,-2.504295264,1.459644494,0.000979193
+"US_EDN",2018,95,3,14.261875,6.1643625,254.3315423,NA,0.049828571,0,0.006,7,34.68548308,0.905,550,-1.290568162,-2.692570241,1.402002079,0.000295951
+"US_EDN",2018,96,4,15.55541667,6.84735,111.6160072,NA,0.053911429,0,0.006,7,34.68548308,0.905,550,-0.666597414,-2.022394805,1.355797391,-0.000791236
+"US_EDN",2018,97,5,15.56666667,6.14535,497.2897855,NA,0.057994286,0,0.006,7,34.68548308,0.905,550,-1.213840908,-2.617208663,1.403367755,-0.002209833
+"US_EDN",2018,98,6,13.90166667,-1.4464875,527.8838942,NA,0.062077143,0,0.006,7,34.68548308,0.905,550,-1.040106915,-2.425392842,1.385285927,-0.00440135
+"US_EDN",2018,99,7,16.06145833,-8.1462,502.5882066,NA,0.06616,0,0.006,7,34.68548308,0.905,550,0.30550847,-1.010732413,1.316240883,0.003986174
+"US_EDN",2018,100,8,15.04833333,-10.828425,303.4701247,NA,0.070242857,0,0.006,7,34.68548308,0.905,550,-0.193071172,-1.407064644,1.213993472,-0.001385477
+"US_EDN",2018,101,9,12.714375,-0.1799625,386.4502352,NA,0.074325714,0,0.006,7,34.68548308,0.905,550,-0.924045776,-2.252392012,1.328346237,-0.002217271
+"US_EDN",2018,102,10,11.73229167,1.4200125,563.2636735,NA,0.078408571,0,0.006,7,34.68548308,0.905,550,-0.669379795,-1.998141144,1.328761349,-0.00360223
+"US_EDN",2018,103,11,12.73152083,-0.0717375,562.7509231,NA,0.082491429,0,0.006,7,34.68548308,0.905,550,-0.688417325,-2.082255136,1.393837811,-0.002809395
+"US_EDN",2018,104,12,14.46739583,4.11320625,563.6909655,NA,0.086574286,0,0.006,7,34.68548308,0.905,550,-0.323542804,-1.723825226,1.400282422,-0.002370448
+"US_EDN",2018,105,13,13.115625,9.1932,486.8638601,NA,0.090657143,0,0.006,7,34.68548308,0.905,550,-0.673023825,-2.088384201,1.415360377,-0.001700279
+"US_EDN",2018,106,14,10.411875,11.8885875,374.2296834,NA,0.09474,0,0.006,7,34.68548308,0.905,550,-0.730476128,-2.180559949,1.450083821,-0.001066124
+"US_EDN",2018,107,15,11.22710417,9.5632125,582.6627313,NA,0.094955,0,0.006,7,34.68548308,0.905,550,-0.991436539,-2.427060887,1.435624349,-0.002066507
+"US_EDN",2018,108,16,11.50125,10.0122,402.9437072,NA,0.09517,0,0.006,7,34.68548308,0.905,550,-0.77478156,-2.201137878,1.426356318,-0.001617406
+"US_EDN",2018,109,17,11.9255,10.4582625,582.6627313,NA,0.095385,0,0.006,7,34.68548308,0.905,550,-1.40191985,-2.851149776,1.449229926,-0.003022258
+"US_EDN",2018,110,18,13.34895833,7.8403875,588.9866532,NA,0.0956,0,0.006,7,34.68548308,0.905,550,-1.279728609,-2.686488683,1.406760073,-0.00319941
+"US_EDN",2018,111,19,15.15125,6.1819125,583.3463985,NA,0.095815,0,0.006,7,34.68548308,0.905,550,-1.410410785,-2.830281422,1.419870637,-0.001665651
+"US_EDN",2018,112,20,16.25958333,6.3047625,576.4242678,NA,0.09603,0,0.006,7,34.68548308,0.905,550,-1.169875162,-2.634045105,1.464169944,-0.000839571
+"US_EDN",2018,113,21,16.23395833,7.1910375,588.302986,NA,0.096245,0,0.006,7,34.68548308,0.905,550,-1.30210605,-2.784183438,1.482077388,-0.001807932
+"US_EDN",2018,114,22,13.87958333,8.2352625,578.6461863,NA,0.09646,0,0.006,7,34.68548308,0.905,550,-1.993594745,-3.392553108,1.398958362,-0.001893792
+"US_EDN",2018,115,23,13.38458333,9.552975,577.8770607,NA,0.096675,0,0.006,7,34.68548308,0.905,550,-2.299341867,-3.711842907,1.41250104,-0.002274163
+"US_EDN",2018,116,24,12.68833333,10.8999375,561.9817975,NA,0.09689,0,0.006,7,34.68548308,0.905,550,-1.527017155,-2.894608459,1.367591303,-0.001861434
+"US_EDN",2018,117,25,14.62020833,11.0695875,517.8852609,NA,0.097105,0,0.006,7,34.68548308,0.905,550,-1.504337462,-2.899361445,1.395023984,-0.001693332
+"US_EDN",2018,118,26,13.82958333,12.0597,349.1049125,NA,0.09732,0,0.006,7,34.68548308,0.905,550,-1.256289306,-2.629733929,1.373444623,-0.001171659
+"US_EDN",2018,119,27,13.53020833,12.764625,528.9948535,NA,0.097535,0,0.006,7,34.68548308,0.905,550,-1.576227647,-2.942215242,1.365987596,-0.002642429
+"US_EDN",2018,120,28,12.70291667,11.5258875,513.5268823,NA,0.09775,0,0.006,7,34.68548308,0.905,550,-1.558849206,-2.937706726,1.378857519,-0.001851753
+"US_EDN",2018,121,29,12.80729167,11.319675,588.5593612,NA,0.098695714,0,0.006,7,34.68548308,0.905,550,-1.674026892,-3.024277376,1.350250485,-0.001048792
+"US_EDN",2018,122,30,13.80895833,11.1719625,602.3181643,NA,0.099641429,0,0.006,7,34.68548308,0.905,550,-1.743123503,-3.077079662,1.333956159,-0.001667812
+"US_EDN",2018,123,31,12.98354167,5.36145,451.5695392,NA,0.100587143,0,0.006,7,34.68548308,0.905,550,-1.533345759,-2.860642443,1.327296684,-0.001700311
+"US_EDN",2018,124,32,14.610625,-2.5550625,607.6165853,NA,0.101532857,0,0.006,7,34.68548308,0.905,550,-1.659418226,-2.909128577,1.24971035,-0.002187252
+"US_EDN",2018,125,33,13.47229167,-4.873125,431.9995647,NA,0.102478571,0,0.006,7,34.68548308,0.905,550,-1.084937517,-2.291796863,1.206859347,-0.000409102
+"US_EDN",2018,126,34,13.44895833,-10.6149,491.9913644,NA,0.103424286,0,0.006,7,34.68548308,0.905,550,-0.753422251,-1.869640351,1.1162181,-0.000157145
+"US_EDN",2018,127,35,15.333125,-16.9489875,618.4698026,NA,0.10437,0,0.006,7,34.68548308,0.905,550,-0.76943505,-1.890013763,1.120578713,-0.001172973
+"US_EDN",2018,128,36,14.62958333,-15.6912375,612.2313392,NA,0.105315714,0,0.006,7,34.68548308,0.905,550,-0.355225428,-1.479217263,1.123991835,-0.001832691
+"US_EDN",2018,129,37,14.81145833,-6.2230125,494.4696581,NA,0.106261429,0,0.006,7,34.68548308,0.905,550,-0.355635849,-1.502184768,1.146548919,-0.002219338
+"US_EDN",2018,130,38,14.28604167,-4.1930625,602.8309147,NA,0.107207143,0,0.006,7,34.68548308,0.905,550,-1.213376441,-2.350371694,1.136995253,-0.001668571
+"US_EDN",2018,131,39,16.748125,-2.410275,625.0500998,NA,0.108152857,0,0.006,7,34.68548308,0.905,550,-0.385661266,-1.623203691,1.237542425,0.000748673
+"US_EDN",2018,132,40,17.79458333,2.2858125,630.4339792,NA,0.109098571,0,0.006,7,34.68548308,0.905,550,-0.172446986,-1.490597035,1.31815005,-0.0000284
+"US_EDN",2018,133,41,15.37708333,3.843375,599.8398706,NA,0.110044286,0,0.006,7,34.68548308,0.905,550,-1.72444523,-2.967947005,1.243501775,0.00068855
+"US_EDN",2018,134,42,14.0675,5.0733375,551.8977058,NA,0.11099,0,0.006,7,34.68548308,0.905,550,-2.009460974,-3.231316858,1.221855885,-0.00197839
+"US_EDN",2018,135,43,14.6225,6.1468125,521.9872643,NA,0.112475714,0,0.006,7,34.68548308,0.905,550,-1.657950371,-2.883632425,1.225682055,-0.001259466
+"US_EDN",2018,136,44,14.685625,7.148625,502.8445817,NA,0.113961429,0,0.006,7,34.68548308,0.905,550,-1.871304278,-3.13453487,1.263230592,-0.000495264
+"US_EDN",2018,137,45,14.22520833,7.856475,520.6199298,NA,0.115447143,0,0.006,7,34.68548308,0.905,550,-2.589721443,-3.781127512,1.19140607,-0.002515422
+"US_EDN",2018,138,46,13.708125,7.3343625,456.7825019,NA,0.116932857,0,0.006,7,34.68548308,0.905,550,-2.486005318,-3.712467232,1.226461914,-0.001328518
+"US_EDN",2018,139,47,13.345,6.113175,486.6074849,NA,0.118418571,0,0.006,7,34.68548308,0.905,550,-2.199412404,-3.380331162,1.180918758,-0.002892074
+"US_EDN",2018,140,48,13.38583333,4.235325,387.3048193,NA,0.119904286,0,0.006,7,34.68548308,0.905,550,-2.090822458,-3.209632675,1.118810217,-0.003013019
+"US_EDN",2018,141,49,14.234375,1.6803375,629.8357704,NA,0.12139,0,0.006,7,34.68548308,0.905,550,-3.101390539,-4.249264304,1.147873765,-0.001476798
+"US_EDN",2018,142,50,14.02354167,1.2708375,445.5874509,NA,0.122875714,0,0.006,7,34.68548308,0.905,550,-2.399098553,-3.535816647,1.136718093,-0.002544738
+"US_EDN",2018,143,51,14.39916667,1.2298875,407.8148363,NA,0.124361429,0,0.006,7,34.68548308,0.905,550,-2.29427899,-3.456232921,1.16195393,0.000132927
+"US_EDN",2018,144,52,14.220625,1.637925,229.4631467,NA,0.125847143,0,0.006,7,34.68548308,0.905,550,-1.470589146,-2.568049213,1.097460067,-0.000671522
+"US_EDN",2018,145,53,15.11125,1.4697375,324.6638089,NA,0.127332857,0,0.006,7,34.68548308,0.905,550,-2.418548935,-3.563489727,1.144940793,0.00069292
+"US_EDN",2018,146,54,14.92854167,1.6218375,389.5267378,NA,0.128818571,0,0.006,7,34.68548308,0.905,550,-2.15624719,-3.242755078,1.086507888,0.001212523
+"US_EDN",2018,147,55,17.35041667,2.2682625,647.9529521,NA,0.130304286,0,0.006,7,34.68548308,0.905,550,-1.844167842,-3.023195108,1.179027266,0.003031462
+"US_EDN",2018,148,56,20.39354167,3.5304,651.7985803,NA,0.13179,0,0.006,7,34.68548308,0.905,550,-1.375539369,-2.623969661,1.248430292,0.00112169
+"US_EDN",2018,149,57,17.80583333,5.376075,644.961908,NA,0.131657857,0,0.006,7,34.68548308,0.905,550,-2.184214193,-3.319197274,1.134983081,-0.000282057
+"US_EDN",2018,150,58,13.77666667,5.6554125,603.9418739,NA,0.131525714,0,0.006,7,34.68548308,0.905,550,-2.395937661,-3.521045535,1.125107874,-0.001302405
+"US_EDN",2018,151,59,13.51,6.5738625,557.6234188,NA,0.131393571,0,0.006,7,34.68548308,0.905,550,-2.422672585,-3.50112757,1.078454986,-0.002296726
+"US_EDN",2018,152,60,15.89479167,1.8119625,655.3023749,NA,0.131261429,0,0.006,7,34.68548308,0.905,550,-1.789141885,-2.890961446,1.101819561,-0.00111222
+"US_EDN",2018,153,61,20.05125,-0.532425,664.1900489,NA,0.131129286,0,0.006,7,34.68548308,0.905,550,-1.58189261,-2.765053631,1.183161021,-0.002875472
+"US_EDN",2018,154,62,18.44270833,-0.567525,651.7985803,NA,0.130997143,0,0.006,7,34.68548308,0.905,550,-1.206461685,-2.294098443,1.087636758,-0.001011406
+"US_EDN",2018,155,63,15.92166667,-2.0812125,663.5918401,NA,0.130865,0,0.006,7,34.68548308,0.905,550,-1.692371802,-2.692729399,1.000357597,-0.002395993
+"US_EDN",2018,156,64,15.09375,-5.16855,663.5918401,NA,0.130732857,0,0.006,7,34.68548308,0.905,550,-1.796688175,-2.796178011,0.999489836,-0.003896128
+"US_EDN",2018,157,65,14.926875,-4.4373,445.7583677,NA,0.130600714,0,0.006,7,34.68548308,0.905,550,-2.169884992,-3.166021301,0.996136309,-0.003353765
+"US_EDN",2018,158,66,15.66458333,-3.7119,610.0948791,NA,0.130468571,0,0.006,7,34.68548308,0.905,550,-1.804631884,-2.785664306,0.981032422,-0.002545919
+"US_EDN",2018,159,67,16.564375,-2.503875,638.2961524,NA,0.130336429,0,0.006,7,34.68548308,0.905,550,-2.369267164,-3.440649471,1.071382308,-0.002086763
+"US_EDN",2018,160,68,16.364375,-0.690375,542.4972813,NA,0.130204286,0,0.006,7,34.68548308,0.905,550,-1.632649168,-2.620287936,0.987638769,-0.002601618
+"US_EDN",2018,161,69,15.18145833,-0.234075,659.9171287,NA,0.130072143,0,0.006,7,34.68548308,0.905,550,-1.402461575,-2.409653956,1.007192381,-0.001585278
+"US_EDN",2018,162,70,16.86395833,0.86865,662.9936313,NA,0.12994,0,0.006,7,34.68548308,0.905,550,-1.766011048,-2.782172385,1.016161337,-0.001810382
+"US_EDN",2018,163,71,18.42791667,5.1801,664.3609657,NA,0.130235714,0,0.006,7,34.68548308,0.905,550,-2.039918412,-3.08821197,1.048293558,-0.003538279
+"US_EDN",2018,164,72,17.00333333,8.3815125,666.326509,NA,0.130531429,0,0.006,7,34.68548308,0.905,550,-2.117813289,-3.192067539,1.07425425,0.000886073
+"US_EDN",2018,165,73,16.49875,9.336525,658.2079606,NA,0.130827143,0,0.006,7,34.68548308,0.905,550,-2.282296107,-3.337803889,1.055507782,-0.000538522
+"US_EDN",2018,166,74,15.67270833,12.185475,642.0563222,NA,0.131122857,0,0.006,7,34.68548308,0.905,550,-2.920957496,-4.012070844,1.091113348,-0.000305771
+"US_EDN",2018,167,75,16.37645833,12.4472625,658.2079606,NA,0.131418571,0,0.006,7,34.68548308,0.905,550,-2.881873893,-4.026204328,1.144330435,0.000401941
+"US_EDN",2018,168,76,16.72604167,9.9405375,608.7275446,NA,0.131714286,0,0.006,7,34.68548308,0.905,550,-2.74711655,-3.817814381,1.07069783,0.00077251
+"US_EDN",2018,169,77,16.52458333,5.9947125,644.1927823,NA,0.13201,0,0.006,7,34.68548308,0.905,550,-3.113295682,-4.147842866,1.034547184,-0.001437781
+"US_EDN",2018,170,78,14.86375,3.5962125,642.5854073,NA,0.132305714,0,0.006,7,34.68548308,0.905,550,-2.618849087,-3.667695994,1.048846906,0.00048125
+"US_EDN",2018,171,79,14.18895833,1.8997125,680.0332737,NA,0.132601429,0,0.006,7,34.68548308,0.905,550,-2.433741324,-3.437348216,1.003606892,-0.000781206
+"US_EDN",2018,172,80,15.37520833,0.34215,734.2297378,NA,0.132897143,0,0.006,7,34.68548308,0.905,550,-1.956279045,-2.889979164,0.933700119,-0.000273682
+"US_EDN",2018,173,81,18.60645833,0.2544,786.3503178,NA,0.133192857,0,0.006,7,34.68548308,0.905,550,-1.380688547,-2.276441688,0.895753141,-0.000860461
+"US_EDN",2018,174,82,22.09270833,0.6097875,784.7809893,NA,0.133488571,0,0.006,7,34.68548308,0.905,550,-0.787571645,-1.844472832,1.056901187,0.00040246
+"US_EDN",2018,175,83,18.83458333,7.289025,768.6432261,NA,0.133784286,0,0.006,7,34.68548308,0.905,550,-2.171104744,-3.130520917,0.959416173,0.002433585
+"US_EDN",2018,176,84,17.215625,6.0576,721.0468812,NA,0.13408,0,0.006,7,34.68548308,0.905,550,-2.880252355,-3.836977979,0.956725624,-0.000541019
+"US_EDN",2018,177,85,16.09020833,5.317575,791.6617004,NA,0.134372857,0,0.006,7,34.68548308,0.905,550,-2.920569336,-3.903798616,0.98322928,0.0000407
+"US_EDN",2018,178,86,15.31145833,6.1965375,736.7029201,NA,0.134665714,0,0.006,7,34.68548308,0.905,550,-3.365783409,-4.384647633,1.018864224,-0.00143706
+"US_EDN",2018,179,87,15.75104167,5.229825,782.0470799,NA,0.134958571,0,0.006,7,34.68548308,0.905,550,-3.089563287,-4.051347357,0.96178407,-0.000597807
+"US_EDN",2018,180,88,17.79229167,2.246325,777.2248709,NA,0.135251429,0,0.006,7,34.68548308,0.905,550,-2.161400428,-3.073896386,0.912495959,0.00090889
+"US_EDN",2018,181,89,20.4275,2.9410125,771.3100914,NA,0.135544286,0,0.006,7,34.68548308,0.905,550,-1.243030579,-2.230430353,0.987399774,-0.000558795
+"US_EDN",2018,182,90,17.0875,6.955575,730.1499801,NA,0.135837143,0,0.006,7,34.68548308,0.905,550,-3.112230839,-4.11806214,1.005831301,0.001365767
+"US_EDN",2018,183,91,16.81333333,2.6163375,593.966031,NA,0.13613,0,0.006,7,34.68548308,0.905,550,-2.930411904,-3.875656852,0.945244948,0.003329979
+"US_EDN",2018,184,92,17.35958333,1.3673625,754.0176798,NA,0.136422857,0,0.006,7,34.68548308,0.905,550,-2.767944976,-3.695972414,0.928027438,0.00121942
+"US_EDN",2018,185,93,16.940625,2.3823375,745.3665077,NA,0.136715714,0,0.006,7,34.68548308,0.905,550,-3.003838599,-3.971400455,0.967561856,0.001305908
+"US_EDN",2018,186,94,17.50375,-0.0307875,749.5356575,NA,0.137008571,0,0.006,7,34.68548308,0.905,550,-2.859212078,-3.823795144,0.964583065,-0.000533365
+"US_EDN",2018,187,95,20.25166667,-2.7247125,636.7898292,NA,0.137301429,0,0.006,7,34.68548308,0.905,550,-1.901526125,-2.742726561,0.841200436,-0.001799282
+"US_EDN",2018,188,96,18.89416667,-1.0603875,793.7872467,NA,0.137594286,0,0.006,7,34.68548308,0.905,550,-2.590255018,-3.49843224,0.908177222,0.000298545
+"US_EDN",2018,189,97,17.54270833,2.357475,776.7108661,NA,0.137887143,0,0.006,7,34.68548308,0.905,550,-2.854973895,-3.798342209,0.943368315,0.001212063
+"US_EDN",2018,190,98,18.74,2.4291375,773.2990663,NA,0.13818,0,0.006,7,34.68548308,0.905,550,-2.135240883,-3.040932136,0.905691253,0.001337651
+"US_EDN",2018,191,99,18.39625,3.890175,774.3196265,NA,0.137997143,0,0.006,7,34.68548308,0.905,550,-2.398831875,-3.320589958,0.921758083,0.000535216
+"US_EDN",2018,192,100,17.90270833,5.3190375,763.5081446,NA,0.137814286,0,0.006,7,34.68548308,0.905,550,-3.092841379,-4.024376539,0.931535161,-0.0000578
+"US_EDN",2018,193,101,18.18666667,10.4685,698.6988478,NA,0.137631429,0,0.006,7,34.68548308,0.905,550,-3.758066802,-4.733600853,0.97553405,-0.000182528
+"US_EDN",2018,194,102,18.7325,12.40485,651.1769964,NA,0.137448571,0,0.006,7,34.68548308,0.905,550,-2.922875171,-3.905104707,0.982229536,0.000202684
+"US_EDN",2018,195,103,17.22520833,13.37595,696.5733015,NA,0.137265714,0,0.006,7,34.68548308,0.905,550,-3.240142663,-4.310721709,1.070579046,0.000763392
+"US_EDN",2018,196,104,16.799375,11.904675,684.018673,NA,0.137082857,0,0.006,7,34.68548308,0.905,550,-3.069862666,-4.143577074,1.073714408,0.001223586
+"US_EDN",2018,197,105,17.33375,9.547125,725.3501192,NA,0.1369,0,0.006,7,34.68548308,0.905,550,-3.041942979,-4.098991425,1.057048445,0.001105368
+"US_EDN",2018,198,106,17.018125,5.81701875,681.4708145,NA,0.136717143,0,0.006,7,34.68548308,0.905,550,-2.438914531,-3.45051772,1.011603189,-0.00415599
+"US_EDN",2018,199,107,17.234375,1.011975,695.1753079,NA,0.136534286,0,0.006,7,34.68548308,0.905,550,-3.002967855,-3.935953896,0.932986042,-0.001752015
+"US_EDN",2018,200,108,17.79583333,-0.7986,716.3860747,NA,0.136351429,0,0.006,7,34.68548308,0.905,550,-2.877423897,-3.770133041,0.892709144,-0.003943319
+"US_EDN",2018,201,109,19.1125,-6.0358125,682.9921943,NA,0.136168571,0,0.006,7,34.68548308,0.905,550,-1.402590816,-2.275733925,0.873143108,0.002539491
+"US_EDN",2018,202,110,18.40354167,-4.8936,727.4558006,NA,0.135985714,0,0.006,7,34.68548308,0.905,550,-2.049483212,-2.942172291,0.89268908,-0.002634044
+"US_EDN",2018,203,111,18.22354167,-4.9594125,683.2588399,NA,0.135802857,0,0.006,7,34.68548308,0.905,550,-1.799686997,-2.678203045,0.878516048,0.002105321
+"US_EDN",2018,204,112,17.47,-6.4043625,686.9561979,NA,0.13562,0,0.006,7,34.68548308,0.905,550,-2.066932208,-2.939407635,0.872475427,0.002533614
+"US_EDN",2018,205,113,17.35104167,-7.5538875,682.9394895,NA,0.135567143,0,0.006,7,34.68548308,0.905,550,-2.028560148,-2.922243568,0.89368342,0.002478445
+"US_EDN",2018,206,114,17.36729167,-8.505975,731.3071116,NA,0.135514286,0,0.006,7,34.68548308,0.905,550,-1.851300517,-2.736239777,0.88493926,0.001506686
+"US_EDN",2018,207,115,15.97979167,-6.4423875,687.8228049,NA,0.135461429,0,0.006,7,34.68548308,0.905,550,-2.899806163,-3.845666375,0.945860212,0.003687373
+"US_EDN",2018,208,116,15.43979167,-6.2990625,650.238379,NA,0.135408571,0,0.006,7,34.68548308,0.905,550,-2.787472451,-3.737072738,0.949600286,0.002989876
+"US_EDN",2018,209,117,15.6925,-6.6954,631.4635479,NA,0.135355714,0,0.006,7,34.68548308,0.905,550,-2.793767297,-3.722822508,0.929055211,0.001064391
+"US_EDN",2018,210,118,15.32958333,-4.8862875,638.8110846,NA,0.135302857,0,0.006,7,34.68548308,0.905,550,-2.823314063,-3.798947943,0.97563388,0.003611964
+"US_EDN",2018,211,119,15.84104167,-7.5378,684.7288439,NA,0.13525,0,0.006,7,34.68548308,0.905,550,-3.240092127,-4.195952005,0.955859878,0.000407033
+"US_EDN",2018,212,120,15.47104167,-7.2921,657.9062376,NA,0.135197143,0,0.006,7,34.68548308,0.905,550,-2.997173345,-3.970573318,0.973399973,0.000979341
+"US_EDN",2018,213,121,15.140625,-8.026275,671.886174,NA,0.135144286,0,0.006,7,34.68548308,0.905,550,-2.241164125,-3.207792036,0.966627911,0.000916349
+"US_EDN",2018,214,122,15.29083333,-10.594425,688.5031784,NA,0.135091429,0,0.006,7,34.68548308,0.905,550,-1.630258568,-2.562731924,0.932473356,0.000935243
+"US_EDN",2018,215,123,17.53541667,-13.6846875,648.5448947,NA,0.135038571,0,0.006,7,34.68548308,0.905,550,-1.771386013,-2.655961622,0.884575609,-0.000665165
+"US_EDN",2018,216,124,18.129375,-12.0934875,718.7102702,NA,0.134985714,0,0.006,7,34.68548308,0.905,550,-1.715981651,-2.582577247,0.866595596,0.001162239
+"US_EDN",2018,217,125,16.70895833,-8.546925,703.0740961,NA,0.134932857,0,0.006,7,34.68548308,0.905,550,-1.240548622,-2.211108572,0.970559951,0.001673189
+"US_EDN",2018,218,126,17.60354167,-8.38605,668.6904052,NA,0.13488,0,0.006,7,34.68548308,0.905,550,-1.446295471,-2.351083404,0.904787933,-0.0000386
+"US_EDN",2018,219,127,15.24645833,-5.2021875,530.2815852,NA,0.135057143,0,0.006,7,34.68548308,0.905,550,-3.276082953,-4.307520917,1.031437964,0.001594557
+"US_EDN",2018,220,128,16.475,25.32238333,600.1241557,NA,0.135234286,0,0.006,7,34.68548308,0.905,550,-2.94614507,-4.327821058,1.381675987,0.001735686
+"US_EDN",2018,221,129,18.06125,2.3301875,628.719706,NA,0.135411429,0,0.006,7,34.68548308,0.905,550,-1.924810363,-3.144385181,1.219574818,-0.00052879
+"US_EDN",2018,222,130,17.85770833,-3.7742875,672.9514303,NA,0.135588571,0,0.006,7,34.68548308,0.905,550,-2.110940236,-3.115284658,1.004344422,0.000470782
+"US_EDN",2018,223,131,18.82479167,-5.2338625,650.8889551,NA,0.135765714,0,0.006,7,34.68548308,0.905,550,-1.808196612,-2.807954458,0.999757846,0.001363756
+"US_EDN",2018,224,132,17.82229167,-3.129325,647.3803139,NA,0.135942857,0,0.006,7,34.68548308,0.905,550,-2.067791063,-3.111221555,1.043430492,0.001034872
+"US_EDN",2018,225,133,15.83166667,0.9729875,607.9236194,NA,0.13612,0,0.006,7,34.68548308,0.905,550,-2.560841546,-3.674291488,1.113449942,0.001661449
+"US_EDN",2018,226,134,16.06458333,-2.011975,438.8508145,NA,0.136297143,0,0.006,7,34.68548308,0.905,550,-1.652766217,-2.707570232,1.054804015,0.001702497
+"US_EDN",2018,227,135,17.251875,-8.172025,525.8690902,NA,0.136474286,0,0.006,7,34.68548308,0.905,550,-1.701438251,-2.665395408,0.963957158,0.001551931
+"US_EDN",2018,228,136,17.33979167,8.1831125,656.1978546,NA,0.136651429,0,0.006,7,34.68548308,0.905,550,-1.755936536,-2.978170808,1.222234272,0.001926866
+"US_EDN",2018,229,137,17.70208333,17.9613875,653.2801947,NA,0.136828571,0,0.006,7,34.68548308,0.905,550,-1.560449268,-2.9442758,1.383826531,0.001951805
+"US_EDN",2018,230,138,17.84291667,-14.3121,645.1281287,NA,0.137005714,0,0.006,7,34.68548308,0.905,550,-1.638652054,-2.614207223,0.975555169,0.000929964
+"US_EDN",2018,231,139,15.7775,-12.8964,598.5324791,NA,0.137182857,0,0.006,7,34.68548308,0.905,550,-1.939344685,-2.970809718,1.031465033,0.001159052
+"US_EDN",2018,232,140,16.23395833,-13.56915,557.2258641,NA,0.13736,0,0.006,7,34.68548308,0.905,550,-1.762285851,-2.778795842,1.016509992,0.001222346
+"US_EDN",2018,233,141,16.64645833,-11.191125,354.4373262,NA,0.137633571,0,0.006,7,34.68548308,0.905,550,-1.126435678,-2.106041522,0.979605844,0.001864173
+"US_EDN",2018,234,142,17.66291667,-11.828775,478.9729837,NA,0.137907143,0,0.006,7,34.68548308,0.905,550,-1.349936295,-2.336716585,0.98678029,0.001599021
+"US_EDN",2018,235,143,17.35354167,-10.55055,444.939412,NA,0.138180714,0,0.006,7,34.68548308,0.905,550,-1.184331358,-2.183492775,0.999161417,0.00218015
+"US_EDN",2018,236,144,16.83125,-11.957475,442.473679,NA,0.138454286,0,0.006,7,34.68548308,0.905,550,-1.191149137,-2.194544685,1.003395547,0.00160403
+"US_EDN",2018,237,145,16.71895833,-12.2806875,549.4139849,NA,0.138727857,0,0.006,7,34.68548308,0.905,550,-1.556217884,-2.563199272,1.006981388,0.000900592
+"US_EDN",2018,238,146,16.41520833,-10.8766875,577.6693484,NA,0.139001429,0,0.006,7,34.68548308,0.905,550,-1.55269573,-2.591834629,1.039138899,0.001696316
+"US_EDN",2018,239,147,17.29,-12.2997,609.1204807,NA,0.139275,0,0.006,7,34.68548308,0.905,550,-1.569774733,-2.581094198,1.011319465,0.001256887
+"US_EDN",2018,240,148,17.53916667,-9.190425,447.8868693,NA,0.139548571,0,0.006,7,34.68548308,0.905,550,-0.70033657,-1.788119796,1.087783225,0.001135724
+"US_EDN",2018,241,149,18.425625,-10.8708375,642.2526818,NA,0.139822143,0,0.006,7,34.68548308,0.905,550,-0.906413461,-1.980221101,1.07380764,-0.000756218
+"US_EDN",2018,242,150,18.23625,-9.69645,470.7018986,NA,0.140095714,0,0.006,7,34.68548308,0.905,550,-0.862994154,-1.903031252,1.040037098,0.004937201
+"US_EDN",2018,243,151,16.79333333,-11.5172625,597.1965634,NA,0.140369286,0,0.006,7,34.68548308,0.905,550,-1.131462461,-2.18797137,1.056508909,0.000515312
+"US_EDN",2018,244,152,16.48229167,-14.519775,586.0324791,NA,0.140642857,0,0.006,7,34.68548308,0.905,550,-1.341710829,-2.387199437,1.045488608,0.000225559
+"US_EDN",2018,245,153,16.74770833,-14.7259875,592.863528,NA,0.140916429,0,0.006,7,34.68548308,0.905,550,-1.683560602,-2.754706929,1.071146327,0.000149125
+"US_EDN",2018,246,154,16.98854167,-12.51980625,514.7709626,NA,0.14119,0,0.006,7,34.68548308,0.905,550,-1.425772414,-2.506287839,1.080515425,-0.000303929
+"US_EDN",2018,247,155,17.43395833,-12.723825,532.1116408,NA,0.1414,0,0.006,7,34.68548308,0.905,550,-1.870211584,-2.975826781,1.105615197,-0.005291061
+"US_EDN",2018,248,156,16.64291667,-6.8167875,556.2003377,NA,0.14161,0,0.006,7,34.68548308,0.905,550,-1.578942107,-2.76579366,1.186851553,0.000667788
+"US_EDN",2018,249,157,15.98,-4.7341875,520.1852404,NA,0.14182,0,0.006,7,34.68548308,0.905,550,-1.620629259,-2.856833059,1.2362038,0.002090296
+"US_EDN",2018,250,158,16.90458333,-8.3143875,563.8607469,NA,0.14203,0,0.006,7,34.68548308,0.905,550,-1.366147774,-2.531768187,1.165620414,0.000905909
+"US_EDN",2018,251,159,17.54541667,-9.8909625,611.5365515,NA,0.14224,0,0.006,7,34.68548308,0.905,550,-0.81767481,-1.931838567,1.114163757,0.000586065
+"US_EDN",2018,252,160,16.79208333,-7.4719875,588.299563,NA,0.14245,0,0.006,7,34.68548308,0.905,550,-0.787172622,-1.951126429,1.163953807,0.004309425
+"US_EDN",2018,253,161,16.9425,-5.4552,596.8141637,NA,0.14266,0,0.006,7,34.68548308,0.905,550,-0.650782981,-1.84174506,1.190962078,0.002890128
+"US_EDN",2018,254,162,16.291875,-3.416475,595.8705801,NA,0.14287,0,0.006,7,34.68548308,0.905,550,-0.91132022,-2.148697446,1.237377225,0.001192474
+"US_EDN",2018,255,163,15.67145833,-1.1832375,550.799563,NA,0.14308,0,0.006,7,34.68548308,0.905,550,-1.1301134,-2.387454045,1.257340645,0.002026032
+"US_EDN",2018,256,164,15.959375,-3.679725,558.1421335,NA,0.14329,0,0.006,7,34.68548308,0.905,550,-1.049628767,-2.268767829,1.219139062,0.002115515
+"US_EDN",2018,257,165,15.91770833,-9.260625,535.8760429,NA,0.1435,0,0.006,7,34.68548308,0.905,550,-1.285261575,-2.444936882,1.159675307,0.001476407
+"US_EDN",2018,258,166,15.244375,-10.1074125,570.2498014,NA,0.14371,0,0.006,7,34.68548308,0.905,550,-1.447524219,-2.603576084,1.156051865,0.00302375
+"US_EDN",2018,259,167,15.91541667,-12.946125,577.2298371,NA,0.14392,0,0.006,7,34.68548308,0.905,550,-1.248918304,-2.377002036,1.128083732,0.001338082
+"US_EDN",2018,260,168,15.40333333,-13.97865,547.5094358,NA,0.14413,0,0.006,7,34.68548308,0.905,550,-1.873903129,-3.013258947,1.139355818,0.006361118
+"US_EDN",2018,261,169,15.12416667,-16.0188375,565.9912594,NA,0.143176429,0,0.006,7,34.68548308,0.905,550,-1.52063162,-2.665406036,1.144774416,0.0000999
+"US_EDN",2018,262,170,16.38833333,-18.8283,547.3902463,NA,0.142222857,0,0.006,7,34.68548308,0.905,550,-1.466663096,-2.57596295,1.109299854,-0.000435365
+"US_EDN",2018,263,171,19.92020833,-21.5076,547.8198252,NA,0.141269286,0,0.006,7,34.68548308,0.905,550,-0.802673815,-1.980408975,1.17773516,0.001584298
+"US_EDN",2018,264,172,17.58541667,-12.1607625,541.3463449,NA,0.140315714,0,0.006,7,34.68548308,0.905,550,-1.058636238,-2.209553338,1.150917099,-0.00253711
+"US_EDN",2018,265,173,15.43729167,-9.9012,483.6809694,NA,0.139362143,0,0.006,7,34.68548308,0.905,550,-1.254766387,-2.478049271,1.223282884,0.000199901
+"US_EDN",2018,266,174,15.81458333,-11.9955,543.7102702,NA,0.138408571,0,0.006,7,34.68548308,0.905,550,-1.315950559,-2.503706567,1.187756007,-0.000623313
+"US_EDN",2018,267,175,16.15916667,-12.1476,533.3333333,NA,0.137455,0,0.006,7,34.68548308,0.905,550,-0.814908217,-2.009497464,1.194589247,-0.0000532
+"US_EDN",2018,268,176,15.37979167,-8.0569875,462.8004569,NA,0.136501429,0,0.006,7,34.68548308,0.905,550,-0.539912653,-1.768523489,1.228610835,0.001201747
+"US_EDN",2018,269,177,15.73083333,-8.201775,427.249702,NA,0.135547857,0,0.006,7,34.68548308,0.905,550,-1.205830334,-2.445770629,1.239940295,0.0000587
+"US_EDN",2018,270,178,14.65854167,-7.5421875,414.5734009,NA,0.134594286,0,0.006,7,34.68548308,0.905,550,-0.826513422,-2.071946338,1.245432915,-0.000556211
+"US_EDN",2018,271,179,15.444375,-9.2328375,364.2679778,NA,0.133640714,0,0.006,7,34.68548308,0.905,550,-0.456709602,-1.651649277,1.194939675,0.001734441
+"US_EDN",2018,272,180,17.55333333,-12.3859875,527.507946,NA,0.132687143,0,0.006,7,34.68548308,0.905,550,-0.802937248,-1.975219407,1.172282159,-0.001305424
+"US_EDN",2018,273,181,17.82958333,-13.6554375,434.7884386,NA,0.131733571,0,0.006,7,34.68548308,0.905,550,-0.946162456,-2.090380168,1.144217712,0.001045079
+"US_EDN",2018,274,182,18.46895833,-15.6181125,343.1987485,NA,0.13078,0,0.006,7,34.68548308,0.905,550,-0.949145238,-2.065649279,1.116504041,0.002088997
+"US_EDN",2018,275,183,19.8425,-18.01515,397.8918355,NA,0.133603571,0,0.006,7,34.68548308,0.905,550,-1.414148376,-2.513105482,1.098957106,-0.00169055
+"US_EDN",2018,276,184,19.591875,-14.227275,420.5055622,NA,0.136427143,0,0.006,7,34.68548308,0.905,550,-1.129383456,-2.273400209,1.144016752,0.000722443
+"US_EDN",2018,277,185,17.33270833,-5.7871875,389.4194478,NA,0.139250714,0,0.006,7,34.68548308,0.905,550,-0.622767688,-1.886639667,1.263871979,0.002252995
+"US_EDN",2018,278,186,16.37145833,-1.0720875,478.1695109,NA,0.142074286,0,0.006,7,34.68548308,0.905,550,-0.906346037,-2.287180711,1.380834674,-0.000811506
+"US_EDN",2018,279,187,17.11,-6.446775,452.9026379,NA,0.144897857,0,0.006,7,34.68548308,0.905,550,-0.174621397,-1.460215982,1.285594585,0.00122991
+"US_EDN",2018,280,188,20.53666667,-9.3045,436.9114745,NA,0.147721429,0,0.006,7,34.68548308,0.905,550,0.247071029,-1.341810935,1.588881964,-0.000636573
+"US_EDN",2018,281,189,19.42875,-6.204,459.9135761,NA,0.150545,0,0.006,7,34.68548308,0.905,550,0.032662362,-1.280130602,1.312792964,0.002900477
+"US_EDN",2018,282,190,16.745,-1.7360625,444.5431209,NA,0.153368571,0,0.006,7,38.4834375,0.905,550,-0.678235525,-2.045532372,1.367296847,-0.001873709
+"US_EDN",2018,283,191,15.72520833,1.017825,445.490073,NA,0.156192143,0,0.006,7,38.65302083,0.905,550,-0.462720652,-1.87433908,1.411618428,0.003322958
+"US_EDN",2018,284,192,15.59479167,1.3790625,416.2793008,NA,0.159015714,0,0.006,7,38.838125,0.905,550,-0.363077679,-1.784004018,1.420926339,0.000458023
+"US_EDN",2018,285,193,17.44208333,-2.9089875,429.5118196,NA,0.161839286,0,0.006,7,38.99854167,0.905,550,-0.360291098,-1.736080856,1.375789758,-0.001954145
+"US_EDN",2018,286,194,15.99875,-3.486675,434.8529996,NA,0.164662857,0,0.006,7,39.12875,0.905,550,0.166510388,-1.194308988,1.360819376,0.002975246
+"US_EDN",2018,287,195,15.706875,-4.048275,399.3345252,NA,0.167486429,0,0.006,7,39.26833333,0.905,550,-1.053697441,-2.418214972,1.364517531,0.000986996
+"US_EDN",2018,288,196,17.75895833,-3.8449875,423.8726659,NA,0.17031,0,0.006,7,39.5996875,0.905,550,-0.945868153,-2.401678857,1.455810704,0.000240692
+"US_EDN",2018,289,197,15.7025,-4.6522875,420.6222686,NA,0.170580714,0,0.006,7,40.065625,0.905,550,-0.503991906,-1.925737641,1.421745735,0.006326029
+"US_EDN",2018,290,198,14.230625,-6.2551875,385.2577473,NA,0.170851429,0,0.006,7,40.46604167,0.905,550,-1.38023066,-2.720233419,1.340002759,-0.001273423
+"US_EDN",2018,291,199,15.06,-9.3790875,372.0450934,NA,0.171122143,0,0.006,7,40.86072917,0.905,550,-1.115770963,-2.393888363,1.2781174,-0.000522274
+"US_EDN",2018,292,200,16.225625,-11.1604125,393.5890029,NA,0.171392857,0,0.006,7,41.1728125,0.905,550,-0.429882226,-1.702129779,1.272247553,0.000268339
+"US_EDN",2018,293,201,14.63416667,-11.2189125,353.2057012,NA,0.171663571,0,0.006,7,41.19677083,0.905,550,-0.872038971,-2.122491055,1.250452084,0.000217328
+"US_EDN",2018,294,202,13.78604167,-10.4628,307.4344458,NA,0.171934286,0,0.006,7,41.06104167,0.905,550,-0.383337836,-1.623446824,1.240108988,0.000396724
+"US_EDN",2018,295,203,14.04,0.552483333,307.2208979,NA,0.172205,0,0.006,7,39.56572917,0.905,550,-0.336602915,-1.777158423,1.440555508,-0.003256045
+"US_EDN",2018,296,204,14.379375,2.7395375,344.246623,NA,0.172475714,0,0.006,7,38.29010417,0.905,550,-0.146815756,-1.617719891,1.470904135,0.001170497
+"US_EDN",2018,297,205,14.886875,3.2909,393.9138856,NA,0.172746429,0,0.006,7,38.65729167,0.905,550,-0.180036628,-1.689104647,1.509068019,0.000232168
+"US_EDN",2018,298,206,15.835,0.9158,345.1157132,NA,0.173017143,0,0.006,7,38.87322917,0.905,550,-0.308778882,-1.784391952,1.47561307,-0.0017001
+"US_EDN",2018,299,207,16.318125,1.6572875,365.375447,NA,0.173287857,0,0.006,7,39.02364583,0.905,550,-0.023099202,-1.499615991,1.476516789,0.001793383
+"US_EDN",2018,300,208,16.03354167,1.8620375,372.2586412,NA,0.173558571,0,0.006,7,39.15364583,0.905,550,-0.126833332,-1.610648493,1.483815162,0.003599802
+"US_EDN",2018,301,209,16.46395833,0.4112375,373.9446762,NA,0.173829286,0,0.006,7,39.24447917,0.905,550,-0.353513622,-1.812139479,1.458625856,-0.000116062
+"US_EDN",2018,302,210,14.90333333,5.6235875,299.8609456,NA,0.1741,0,0.006,7,39.28958333,0.905,550,-0.030893666,-1.602876491,1.571982825,0.001318326
+"US_EDN",2018,303,211,13.95416667,5.1497375,364.5662546,NA,0.172391429,0,0.006,7,39.34427083,0.905,550,-0.865903435,-2.478957646,1.613054211,-0.000359231
+"US_EDN",2018,304,212,15.384375,1.90445,349.9464126,NA,0.170682857,0,0.006,7,39.40447917,0.905,550,-0.284691225,-1.86983099,1.585139765,0.005847007
+"US_EDN",2018,305,213,18.13104167,-2.9583625,339.2481128,NA,0.168974286,0,0.006,7,39.45447917,0.905,550,-0.718213979,-2.162944432,1.444730453,0.004671567
+"US_EDN",2018,306,214,17.33416667,-2.3002375,355.0515986,NA,0.167265714,0,0.006,7,39.4946875,0.905,550,-0.847039331,-2.298380764,1.451341433,-0.000942879
+"US_EDN",2018,307,215,17.13083333,-1.1302375,338.3045292,NA,0.165557143,0,0.006,7,39.5246875,0.905,550,-0.555315497,-2.037511533,1.482196036,0.005614553
+"US_EDN",2018,308,216,15.19166667,0.7359125,340.4996027,NA,0.163848571,0,0.006,7,39.54489583,0.905,550,-0.337622958,-1.808030999,1.470408041,0.004827882
+"US_EDN",2018,309,217,14.62625,1.3472375,347.0575089,NA,0.16214,0,0.006,7,39.55,0.905,550,-0.323281032,-1.836780771,1.513499739,-0.004022334
+"US_EDN",2018,310,218,14.82145833,5.88245,344.0281089,NA,0.160431429,0,0.006,7,39.54510417,0.905,550,-0.005256181,-1.574040349,1.568784168,-0.000795434
+"US_EDN",2018,311,219,14.33375,9.7361375,335.9331545,NA,0.158722857,0,0.006,7,38.4971875,0.905,550,0.018884619,-1.645900829,1.664785448,0.005084599
+"US_EDN",2018,312,220,15.06979167,12.478325,305.4922879,NA,0.157014286,0,0.006,7,37.57645833,0.905,550,0.709352355,-1.094321374,1.803673728,0.001543881
+"US_EDN",2018,313,221,13.03854167,17.60585,238.7115628,NA,0.155305714,0,0.006,7,37.8528125,0.905,550,0.191078244,-1.630408432,1.821486676,0.012158081
+"US_EDN",2018,314,222,10.17122917,16.684475,186.2625087,NA,0.153597143,0,0.006,7,38.03833333,0.905,550,0.078560588,-1.725545426,1.804106014,0.004779532
+"US_EDN",2018,315,223,12.83766667,12.1551125,285.597273,NA,0.151888571,0,0.006,7,38.17875,0.905,550,0.138059463,-1.618263742,1.756323205,0.002433329
+"US_EDN",2018,316,224,11.6319375,14.3123,258.4152761,NA,0.15018,0,0.006,7,38.28895833,0.905,550,-0.27922598,-2.069572007,1.790346028,0.00276879
+"US_EDN",2018,317,225,11.17802083,12.2048375,167.6648788,NA,0.151375,0,0.006,7,38.37916667,0.905,550,-0.244077159,-1.963479702,1.719402543,0.00413529
+"US_EDN",2018,318,226,10.90041667,5.1965375,246.8439611,NA,0.15257,0,0.006,7,38.47385417,0.905,550,-0.545361657,-2.120437674,1.575076017,0.00136501
+"US_EDN",2018,319,227,10.13685417,-0.7002625,200.5512515,NA,0.153765,0,0.006,7,38.58385417,0.905,550,-0.402771027,-1.832841979,1.430070952,0.002722499
+"US_EDN",2018,320,228,10.79833333,-3.913375,231.878228,NA,0.15496,0,0.006,7,38.70854167,0.905,550,-0.324869364,-1.701880051,1.377010688,0.006255706
+"US_EDN",2018,321,229,10.2764375,-1.9901875,230.2070918,NA,0.156155,0,0.006,7,38.81427083,0.905,550,-0.276377769,-1.68785528,1.411477512,0.004101949
+"US_EDN",2018,322,230,9.739666667,-0.4779625,183.4276917,NA,0.15735,0,0.006,7,38.86958333,0.905,550,-0.492066194,-1.924806848,1.432740654,0.000559509
+"US_EDN",2018,323,231,10.40170833,-0.409225,201.6587207,NA,0.158545,0,0.006,7,38.89979167,0.905,550,-0.101746901,-1.531328763,1.429581862,0.016374253
+"US_EDN",2018,324,232,11.128875,-0.1766875,235.6128327,NA,0.15974,0,0.006,7,38.9246875,0.905,550,-0.030668541,-1.457159002,1.426490461,0.005880465
+"US_EDN",2018,325,233,14.059375,-4.1152,67.55562177,NA,0.160935,0,0.006,7,38.95958333,0.905,550,0.690025788,-0.748196482,1.43822227,-0.001122413
+"US_EDN",2018,326,234,14.07416667,-0.00265,272.4746722,NA,0.16213,0,0.006,7,38.99958333,0.905,550,0.521182995,-0.98087906,1.502062055,0.000819349
+"US_EDN",2018,327,235,14.32458333,-1.0190875,61.59614621,NA,0.163325,0,0.006,7,39.04447917,0.905,550,0.098175972,-1.338709401,1.436885373,-0.001369677
+"US_EDN",2018,328,236,14.243125,-3.129475,276.8126738,NA,0.16452,0,0.006,7,39.07979167,0.905,550,-0.234566214,-1.651613319,1.417047105,0.000150302
+"US_EDN",2018,329,237,12.081875,4.1874125,236.3031387,NA,0.165715,0,0.006,7,39.09489583,0.905,550,-0.172499645,-1.669466847,1.496967202,-0.001971112
+"US_EDN",2018,330,238,12.19708333,6.370925,215.9614621,NA,0.16691,0,0.006,7,39.1146875,0.905,550,-0.17574691,-1.723673078,1.547926167,-0.00048773
+"US_EDN",2018,331,239,13.42604167,-0.5306125,108.9590783,NA,0.164912857,0,0.006,7,39.1446875,0.905,550,0.106084463,-1.29866516,1.404749623,0.000325141
+"US_EDN",2018,332,240,15.39083333,-12.980875,190.3208184,NA,0.162915714,0,0.006,7,39.14041667,0.905,550,-0.191979445,-1.556768301,1.364788856,-0.00196736
+"US_EDN",2018,333,241,13.83833333,-10.488775,123.500369,NA,0.160918571,0,0.006,7,39.12,0.905,550,0.106756174,-1.342032881,1.448789055,0.002932853
+"US_EDN",2018,334,242,12.77458333,1.743575,276.7108661,NA,0.158921429,0,0.006,7,38.9584375,0.905,550,0.006459827,-1.588105664,1.594565491,0.000893552
+"US_EDN",2018,335,243,11.26645833,6.953,196.9010727,NA,0.156924286,0,0.006,7,38.6284375,0.905,550,0.079547542,-1.572695924,1.652243466,0.004115794
+"US_EDN",2018,336,244,9.176541667,14.4658625,261.8394915,NA,0.154927143,0,0.006,7,38.2984375,0.905,550,-0.117277821,-1.826876917,1.709599096,0.001983826
+"US_EDN",2018,337,245,10.56983333,11.6812625,238.6049861,NA,0.15293,0,0.006,7,37.9684375,0.905,550,0.119876355,-1.537603488,1.657479843,0.00194709
+"US_EDN",2018,338,246,10.82208333,6.5127875,66.42580453,NA,0.150932857,0,0.006,7,37.6384375,0.905,550,0.66309176,-0.875766181,1.538857941,0.000705453
+"US_EDN",2018,339,247,11.71208333,3.4912625,135.0814462,NA,0.148935714,0,0.006,7,37.3084375,0.905,550,0.719367899,-0.753362604,1.472730503,0.002548904
+"US_EDN",2018,340,248,12.07708333,5.540225,261.2932062,NA,0.146938571,0,0.006,7,36.9784375,0.905,550,0.43274772,-1.100678944,1.533426665,0.002165344
+"US_EDN",2018,341,249,10.4819375,14.7876125,264.2555622,NA,0.144941429,0,0.006,7,36.86385417,0.905,550,0.2763039,-1.430657906,1.706961806,0.003434618
+"US_EDN",2018,342,250,10.21158333,17.2943375,258.7653953,NA,0.142944286,0,0.006,7,36.97875,0.905,550,-0.010483403,-1.751512005,1.741028602,0.003136599
+"US_EDN",2018,343,251,9.097791667,16.4607125,167.4562972,NA,0.140947143,0,0.006,7,37.09385417,0.905,550,-0.043440259,-1.774848379,1.73140812,0.001314422
+"US_EDN",2018,344,252,9.645833333,8.3087375,175.4891736,NA,0.13895,0,0.006,7,37.18427083,0.905,550,-0.085621828,-1.654842432,1.569220603,0.003947389
+"US_EDN",2018,345,253,8.992375,7.0802375,200.4519269,NA,0.140156429,0,0.006,7,37.24447917,0.905,550,0.02267823,-1.530108128,1.552786357,0.002719275
+"US_EDN",2018,346,254,11.72604167,-0.9488875,243.0025824,NA,0.141362857,0,0.006,7,37.299375,0.905,550,-0.207050059,-1.629432064,1.422382005,0.000954462
+"US_EDN",2018,347,255,10.7885,-0.2849125,259.4879817,NA,0.142569286,0,0.006,7,37.3446875,0.905,550,-0.214146511,-1.673228534,1.459082023,0.002900992
+"US_EDN",2018,348,256,12.555,-6.996325,105.8055224,NA,0.143775714,0,0.006,7,37.389375,0.905,550,0.2719555,-1.084476937,1.356432437,0.000229767
+"US_EDN",2018,349,257,13.31666667,-9.7940875,161.5390346,NA,0.144982143,0,0.006,7,37.44447917,0.905,550,-0.17788253,-1.467336643,1.289454113,0.000623632
+"US_EDN",2018,350,258,13.93104167,-9.7823875,53.75695272,NA,0.146188571,0,0.006,7,37.50427083,0.905,550,0.667752393,-0.678214337,1.34596673,-0.000757192
+"US_EDN",2018,351,259,12.31625,-1.5163375,225.9882797,NA,0.147395,0,0.006,7,37.55958333,0.905,550,-0.361791061,-1.793706783,1.431915722,0.001434546
+"US_EDN",2018,352,260,11.88270833,3.393275,262.8103894,NA,0.148601429,0,0.006,7,37.59958333,0.905,550,-0.307062726,-1.816319281,1.509256554,0.00520859
+"US_EDN",2018,353,261,12.35625,1.5490625,121.4938419,NA,0.149807857,0,0.006,7,37.64447917,0.905,550,0.256196873,-1.178147396,1.43434427,0.006132582
+"US_EDN",2018,354,262,10.236875,4.586675,171.7645014,NA,0.151014286,0,0.006,7,37.68958333,0.905,550,0.147696715,-1.353523441,1.501220157,-0.001253452
+"US_EDN",2018,355,263,12.109375,2.1984125,141.4506357,NA,0.152220714,0,0.006,7,37.71979167,0.905,550,0.432760133,-1.016532132,1.449292265,0.003583809
+"US_EDN",2018,356,264,10.52441667,10.7832875,216.2817839,NA,0.153427143,0,0.006,7,37.73979167,0.905,550,0.543045273,-1.063350293,1.606395566,0.003520436
+"US_EDN",2018,357,265,10.81208333,11.6198375,201.4675209,NA,0.154633571,0,0.006,7,37.61291667,0.905,550,0.424910862,-1.19879554,1.623706402,0.011991613
+"US_EDN",2018,358,266,11.824375,3.8993,82.61074692,NA,0.15584,0,0.006,7,37.47489583,0.905,550,0.583141387,-0.91760581,1.500747197,0.004495551
+"US_EDN",2018,359,267,11.12041667,1.3092125,262.65147,NA,0.145005333,0,0.006,7,37.49958333,0.905,550,0.426701058,-1.089675208,1.516376266,0.003121169
+"US_EDN",2018,360,268,9.706416667,5.961425,244.2789035,NA,0.134170667,0,0.006,7,37.43677083,0.905,550,-0.096326962,-1.637937189,1.541610227,0.002052422
+"US_EDN",2018,361,269,11.08125,2.9530625,265.8571712,NA,0.123336,0,0.006,7,37.34510417,0.905,550,0.836873736,-1.24450967,2.081383406,0.001205121
+"US_EDN",2018,362,270,10.796375,7.096325,264.4070322,NA,0.112501333,0,0.006,7,37.34979167,0.905,550,0.346857768,-1.468301724,1.815159491,0.001355545
+"US_EDN",2018,363,271,8.398604167,13.31195,256.5132102,NA,0.101666667,0,0.006,7,37.36489583,0.905,550,-0.302284486,-1.984507244,1.682222757,-0.000362813
+"US_EDN",2018,364,272,9.6948125,1.7040875,255.2791021,NA,0.090832,0,0.006,7,37.21333333,0.905,550,-0.222867661,-1.704350049,1.481482388,0.001693211
+"US_EDN",2018,365,273,9.75625,2.916268317,292.1693526,NA,0.079997333,0,0.006,7,37.07447917,0.905,550,0.549797291,-1.04418162,1.59397891,0.002580347
+"US_EDN",2019,1,274,6.115625,0.750378218,280.054522,NA,0.069162667,0,0.006,7,37.1146875,0.905,550,0.093367239,-1.375086359,1.468453599,0.004360342
+"US_EDN",2019,2,275,5.535666667,3.409753465,251.7949975,NA,0.058328,0,0.006,7,37.13979167,0.905,550,-0.131621667,-1.629661378,1.49803971,0.001309634
+"US_EDN",2019,3,276,6.661916667,12.6903875,238.7812872,NA,0.047493333,0,0.006,7,37.15979167,0.905,550,0.318600356,-1.319195721,1.637796077,0.003502499
+"US_EDN",2019,4,277,7.476520833,4.6173875,257.1439213,NA,0.036658667,0,0.006,7,37.16020833,0.905,550,0.374172526,-1.130236845,1.504409371,0.004506792
+"US_EDN",2019,5,278,10.8075,-6.8690875,106.2897298,NA,0.025824,0,0.006,7,37.15489583,0.905,550,0.616814951,-0.867965891,1.484780842,0.000795606
+"US_EDN",2019,6,279,10.20314583,-4.6899625,36.28327374,NA,0.014989333,0,0.006,7,37.18447917,0.905,550,0.623285135,-0.942743012,1.566028147,-0.000704643
+"US_EDN",2019,7,280,12.215625,-2.93935,191.2296385,NA,0.004154667,0,0.006,7,37.2246875,0.905,550,0.022444383,-1.347651795,1.370096178,0.00061332
+"US_EDN",2019,8,281,13.03416667,-9.067225,55.97437426,NA,-0.00668,0,0.006,7,37.25958333,0.905,550,0.531216753,-0.806129169,1.337345922,0.000542028
+"US_EDN",2019,9,282,13.62541667,-9.12865,184.8058204,NA,-0.004810357,0,0.006,7,37.28979167,0.905,550,-0.025772656,-1.447049437,1.421276781,-0.000813548
+"US_EDN",2019,10,283,10.2956875,-3.5316625,273.3735598,NA,-0.002940714,0,0.006,7,37.30979167,0.905,550,-0.489268018,-1.88091163,1.391643612,0.000132266
+"US_EDN",2019,11,284,11.38604167,-11.0489125,101.1878353,NA,-0.001071071,0,0.006,7,37.349375,0.905,550,0.104695233,-1.228250642,1.332945875,-0.00000908
+"US_EDN",2019,12,285,12.76770833,-13.6507,236.0846246,NA,0.000798571,0,0.006,7,37.38979167,0.905,550,-0.331455147,-1.77690177,1.445446623,-0.000502265
+"US_EDN",2019,13,286,11.668625,-8.7001375,202.7810886,NA,0.002668214,0,0.006,7,37.40489583,0.905,550,-0.041886231,-1.525105295,1.483219063,-0.000686768
+"US_EDN",2019,14,287,11.88208333,-10.5034,126.4849027,NA,0.004537857,0,0.006,7,37.41,0.905,550,0.272204258,-1.198430196,1.470634454,0.000728684
+"US_EDN",2019,15,288,11.77270833,-9.21055,47.85955503,NA,0.0064075,0,0.006,7,37.41,0.905,550,0.258512829,-1.171801522,1.430314351,0.000681036
+"US_EDN",2019,16,289,13.96125,-7.0592125,64.56346841,NA,0.008277143,0,0.006,7,37.4246875,0.905,550,0.389348981,-1.26420953,1.653558511,0.005817799
+"US_EDN",2019,17,290,13.58208333,1.2975125,116.3413786,NA,0.010146786,0,0.006,7,37.44979167,0.905,550,0.513670682,-0.970986601,1.484657284,-0.000640291
+"US_EDN",2019,18,291,13.36166667,8.2356125,204.1468017,NA,0.012016429,0,0.006,7,37.47958333,0.905,550,-0.122104899,-1.604458885,1.482353985,0.002449346
+"US_EDN",2019,19,292,14.28229167,6.60785,235.6128327,NA,0.013886071,0,0.006,7,37.38739583,0.905,550,-0.074763413,-1.519056134,1.444292721,-0.001566009
+"US_EDN",2019,20,293,13.00333333,5.1380375,140.3655145,NA,0.015755714,0,0.006,7,37.1965625,0.905,550,0.618405731,-0.905950697,1.524356428,0.000617025
+"US_EDN",2019,21,294,10.88470833,14.911925,300.1688518,NA,0.017625357,0,0.006,7,37.09552083,0.905,550,0.389418016,-1.169621314,1.55903933,0.00092671
+"US_EDN",2019,22,295,9.651520833,21.750575,291.6691498,NA,0.019495,0,0.006,7,37.08958333,0.905,550,0.215759825,-1.442084013,1.657843838,0.000350525
+"US_EDN",2019,23,296,9.524958333,19.2540875,300.2507946,NA,0.021364643,0,0.006,7,37.12958333,0.905,550,0.164644765,-1.480917516,1.645562281,0.002701563
+"US_EDN",2019,24,297,11.01647917,9.6396125,308.1942789,NA,0.023234286,0,0.006,7,37.17447917,0.905,550,-0.09906083,-1.60215348,1.503092649,0.007716057
+"US_EDN",2019,25,298,11.3500625,5.9307125,303.2255662,NA,0.025103929,0,0.006,7,37.20979167,0.905,550,-0.517522611,-2.001978664,1.484456053,0.000270393
+"US_EDN",2019,26,299,12.06152083,3.4415375,234.5575089,NA,0.026973571,0,0.006,7,37.2346875,0.905,550,-0.682948141,-2.121025931,1.438077789,0.004269394
+"US_EDN",2019,27,300,12.80833333,-3.1207,274.7715534,NA,0.028843214,0,0.006,7,37.27447917,0.905,550,-0.866926313,-2.237639816,1.370713503,0.004088914
+"US_EDN",2019,28,301,13.640625,-9.0979375,211.072209,NA,0.030712857,0,0.006,7,37.3146875,0.905,550,-0.710011351,-2.007378567,1.297367215,0.000916221
+"US_EDN",2019,29,302,12.595625,-9.4109125,195.0238379,NA,0.0325825,0,0.006,7,37.33979167,0.905,550,-0.957982466,-2.229938142,1.271955676,0.000444203
+"US_EDN",2019,30,303,12.81166667,-11.3209375,271.6328963,NA,0.034452143,0,0.006,7,37.3646875,0.905,550,-0.711172752,-2.004397991,1.293225238,-0.001776619
+"US_EDN",2019,31,304,13.42458333,-10.4054125,256.2648987,NA,0.036321786,0,0.006,7,37.37020833,0.905,550,-0.650280651,-1.921822138,1.271541487,-0.00002
+"US_EDN",2019,32,305,13.40083333,-10.3396,97.48212157,NA,0.038191429,0,0.006,7,37.32572917,0.905,550,0.60223587,-0.746649592,1.348885462,0.004454132
+"US_EDN",2019,33,306,12.38083333,-10.3205875,197.946464,NA,0.040061071,0,0.006,7,37.25572917,0.905,550,0.705469579,-0.785453304,1.490922883,0.002972243
+"US_EDN",2019,34,307,11.925625,-0.5701,153.0368494,NA,0.041930714,0,0.006,7,37.0584375,0.905,550,0.543348717,-0.804832938,1.348181655,0.006625977
+"US_EDN",2019,35,308,8.928895833,5.6967125,182.4543107,NA,0.043800357,0,0.006,7,36.89,0.905,550,0.328951007,-1.087826422,1.41677743,0.00246373
+"US_EDN",2019,36,309,6.525375,16.1331125,349.5952523,NA,0.04567,0,0.006,7,36.90958333,0.905,550,0.170009189,-1.323457744,1.493466933,0.000941087
+"US_EDN",2019,37,310,7.146541667,21.0515,345.4608661,NA,0.041107143,0,0.006,7,36.9446875,0.905,550,-0.242104133,-1.794886183,1.552782049,0.005546268
+"US_EDN",2019,38,311,7.614979167,19.3038125,303.8860747,NA,0.036544286,0,0.006,7,36.9746875,0.905,550,-0.483489539,-2.014673403,1.531183864,0.0035219
+"US_EDN",2019,39,312,8.528458333,7.4429375,112.4006754,NA,0.031981429,0,0.006,7,36.98510417,0.905,550,-0.069459603,-1.359003919,1.289544316,0.005042871
+"US_EDN",2019,40,313,8.744458333,1.9205375,250.4568931,NA,0.027418571,0,0.006,7,36.98,0.905,550,-0.31633667,-1.628014529,1.311677859,0.00167864
+"US_EDN",2019,41,314,7.664166667,4.0353125,359.7424478,NA,0.022855714,0,0.006,7,36.98979167,0.905,550,-0.910549558,-2.278869305,1.368319747,-0.000993918
+"US_EDN",2019,42,315,7.8484375,8.1683375,291.3016488,NA,0.018292857,0,0.006,7,37.00489583,0.905,550,-1.080101359,-2.413733999,1.33363264,0.000522428
+"US_EDN",2019,43,316,8.431479167,1.4788625,102.4980135,NA,0.01373,0,0.006,7,37.01,0.905,550,0.04447793,-1.172704375,1.217182306,0.008146258
+"US_EDN",2019,44,317,12.948125,-14.4272875,120.0486691,NA,0.009167143,0,0.006,7,37.01979167,0.905,550,0.089889783,-1.30285381,1.392743594,0.001355764
+"US_EDN",2019,45,318,12.80375,-8.4017875,168.3253874,NA,0.004604286,0,0.006,7,37.01041667,0.905,550,-0.134875821,-1.498288544,1.363412723,-0.000184078
+"US_EDN",2019,46,319,9.139,7.8188,227.1503774,NA,0.0000414,0,0.006,7,36.92635417,0.905,550,-0.027609676,-1.351199135,1.323589459,0.000562579
+"US_EDN",2019,47,320,8.929145833,12.074675,314.4840087,NA,-0.004521429,0,0.006,7,36.8453125,0.905,550,-0.299777974,-1.714214427,1.414436453,-0.003407992
+"US_EDN",2019,48,321,8.253833333,13.1232875,382.0707787,NA,-0.009084286,0,0.006,7,36.82510417,0.905,550,-0.160511798,-1.563308701,1.402796903,-0.002508606
+"US_EDN",2019,49,322,7.318104167,21.036875,405.5125844,NA,-0.013647143,0,0.006,7,36.81510417,0.905,550,0.167294558,-1.278458065,1.445752623,0.001721086
+"US_EDN",2019,50,323,7.55075,19.609475,401.8285014,NA,-0.01821,0,0.006,7,36.780625,0.905,550,-0.140688652,-1.554281715,1.413593064,0.003359402
+"US_EDN",2019,51,324,9.949166667,6.025775,377.401172,NA,-0.013064286,0,0.006,7,36.75489583,0.905,550,0.039055319,-1.252577133,1.291632453,-0.000184301
+"US_EDN",2019,52,325,9.149625,2.896025,374.7914184,NA,-0.007918571,0,0.006,7,36.76,0.905,550,-0.007183245,-1.397962981,1.390779735,0.001466778
+"US_EDN",2019,53,326,8.594020833,12.8849,414.7865618,NA,-0.002772857,0,0.006,7,36.76979167,0.905,550,-0.70010198,-2.073326112,1.373224133,0.000235515
+"US_EDN",2019,54,327,8.519958333,12.8541875,313.4559992,NA,0.002372857,0,0.006,7,36.7946875,0.905,550,-1.119889834,-2.449242271,1.329352437,0.000186121
+"US_EDN",2019,55,328,10.43616667,1.3998875,317.3420739,NA,0.007518571,0,0.006,7,36.81489583,0.905,550,-1.334841312,-2.546291155,1.211449843,0.001687531
+"US_EDN",2019,56,329,11.69354167,-7.3341625,115.5517481,NA,0.012664286,0,0.006,7,36.81020833,0.905,550,-0.344186066,-1.459358,1.115171934,0.001996672
+"US_EDN",2019,57,330,12.888125,-11.9059375,90.91179976,NA,0.01781,0,0.006,7,36.8,0.905,550,0.05982049,-1.205723845,1.265544336,-0.002470226
+"US_EDN",2019,58,331,12.698125,-8.89465,184.602205,NA,0.022955714,0,0.006,7,36.8,0.905,550,-0.488271897,-1.526158177,1.03788628,-0.001301264
+"US_EDN",2019,59,332,11.37041667,-5.563075,369.0430075,NA,0.028101429,0,0.006,7,36.7746216,0.905,550,-1.347436363,-2.49554608,1.148109717,0.001340719
+"US_EDN",2019,60,333,10.6865,-5.487025,187.4180572,NA,0.033247143,0,0.006,7,36.72278486,0.905,550,-0.981453587,-2.210290034,1.228836447,0.00094055
+"US_EDN",2019,61,334,13.085625,-12.951625,250.6778903,NA,0.038392857,0,0.006,7,36.67094813,0.905,550,-0.846999888,-2.27415243,1.427152541,0.002045324
+"US_EDN",2019,62,335,12.778125,-7.43215,216.9447755,NA,0.043538571,0,0.006,7,36.61911139,0.905,550,-0.341382445,-1.797950545,1.4565681,-0.001254846
+"US_EDN",2019,63,336,11.42270833,-2.550325,204.2659913,NA,0.048684286,0,0.006,7,36.56727466,0.905,550,-0.723282671,-2.202478088,1.479195418,0.000504896
+"US_EDN",2019,64,337,12.58645833,-9.4781875,125.8045292,NA,0.05383,0,0.006,7,36.51543793,0.905,550,0.019430417,-1.484961127,1.504391544,0.004095041
+"US_EDN",2019,65,338,13.21625,-9.31,232.2978745,NA,0.05564,0,0.006,7,36.46360119,0.905,550,0.009796036,-1.411441786,1.421237821,-0.000593709
+"US_EDN",2019,66,339,10.74395833,0.643775,200.8939213,NA,0.05745,0,0.006,7,36.41176446,0.905,550,-0.460765408,-1.930571867,1.469806459,-0.000408165
+"US_EDN",2019,67,340,9.9525,3.911,431.8211511,NA,0.05926,0,0.006,7,36.35992772,0.905,550,-0.466305537,-1.955797204,1.489491667,-0.00044273
+"US_EDN",2019,68,341,9.366208333,0.6774125,251.1943782,NA,0.06107,0,0.006,7,36.30809099,0.905,550,-0.455388082,-1.864966845,1.409578763,0.006031412
+"US_EDN",2019,69,342,10.30841667,-2.1744625,325.5040723,NA,0.06288,0,0.006,7,36.25625425,0.905,550,-1.028789732,-2.444756579,1.415966847,0.000817886
+"US_EDN",2019,70,343,10.546875,-1.620175,508.4511768,NA,0.06469,0,0.006,7,36.20441752,0.905,550,-1.422110545,-2.919228528,1.497117983,0.000691842
+"US_EDN",2019,71,344,11.24958333,-6.70675,499.1288703,NA,0.0665,0,0.006,7,36.15258078,0.905,550,-1.110917468,-2.586641047,1.47572358,-0.002269428
+"US_EDN",2019,72,345,11.28314583,-0.5715625,526.3260631,NA,0.06831,0,0.006,7,36.10074405,0.905,550,-0.681932316,-2.141742357,1.45981004,0.00124233
+"US_EDN",2019,73,346,11.6440625,1.0562,524.5920123,NA,0.07012,0,0.006,7,36.04890731,0.905,550,-0.38790012,-1.975414029,1.587513909,0.00035329
+"US_EDN",2019,74,347,12.049375,-1.959475,516.7636808,NA,0.07193,0,0.006,7,35.99707058,0.905,550,-0.744092761,-2.158821046,1.414728285,0.00640701
+"US_EDN",2019,75,348,13.21691667,-5.12725,525.702558,NA,0.07374,0,0.006,7,35.94523384,0.905,550,-0.966362419,-2.406556665,1.440194246,0.005665569
+"US_EDN",2019,76,349,14.70625,-5.6639875,443.4100296,NA,0.07555,0,0.006,7,35.89339711,0.905,550,-0.784123534,-2.23485365,1.450730116,0.003061332
+"US_EDN",2019,77,350,14.93270833,-7.9220875,520.6719663,NA,0.07736,0,0.006,7,35.84156037,0.905,550,-0.57488403,-2.009165163,1.434281133,-0.001544779
+"US_EDN",2019,78,351,14.36375,-6.1319875,331.6870282,NA,0.07917,0,0.006,7,35.78972364,0.905,550,-0.294457642,-1.841782765,1.547325123,0.001413226
+"US_EDN",2019,79,352,12.97958333,3.609725,474.7342764,NA,0.076199286,0,0.006,7,35.7378869,0.905,550,-0.520330525,-1.956108703,1.435778178,0.000571281
+"US_EDN",2019,80,353,11.84416667,8.3336,537.571736,NA,0.073228571,0,0.006,7,35.68605017,0.905,550,-0.677933139,-2.177400556,1.499467417,0.001215201
+"US_EDN",2019,81,354,12.2325,8.7972125,177.4160707,NA,0.070257857,0,0.006,7,35.63421344,0.905,550,-0.464057888,-1.949218862,1.485160975,0.001314554
+"US_EDN",2019,82,355,12.91145833,6.844775,533.0109062,NA,0.067287143,0,0.006,7,35.5823767,0.905,550,-0.962712694,-2.383662026,1.420949332,-0.0000832
+"US_EDN",2019,83,356,12.27295833,4.007525,429.9935439,NA,0.064316429,0,0.006,7,35.53053997,0.905,550,-1.280990389,-2.701787951,1.420797563,0.001729331
+"US_EDN",2019,84,357,13.3125,-0.1152625,157.590882,NA,0.061345714,0,0.006,7,35.47870323,0.905,550,-0.333537001,-1.730668744,1.397131743,0.0000423
+"US_EDN",2019,85,358,14.13625,-8.3111125,452.4483512,NA,0.058375,0,0.006,7,35.4268665,0.905,550,-1.797310793,-3.154388186,1.357077394,0.00102119
+"US_EDN",2019,86,359,14.68583333,-8.7908125,237.6117402,NA,0.055404286,0,0.006,7,35.37502976,0.905,550,-0.620376446,-1.914979492,1.294603046,0.000200515
+"US_EDN",2019,87,360,13.20104167,-0.8903875,434.8918999,NA,0.052433571,0,0.006,7,35.32319303,0.905,550,-1.366207081,-2.692042939,1.325835859,-0.000634338
+"US_EDN",2019,88,361,12.56520833,0.2211125,581.0084273,NA,0.049462857,0,0.006,7,35.27135629,0.905,550,-1.610088655,-2.87527062,1.265181966,-0.000343774
+"US_EDN",2019,89,362,13.09947917,-2.796025,579.1839032,NA,0.046492143,0,0.006,7,35.21951956,0.905,550,-1.04173832,-2.338491881,1.296753561,0.00062624
+"US_EDN",2019,90,363,14.649375,-7.4277625,552.4307834,NA,0.043521429,0,0.006,7,35.16768282,0.905,550,-0.931367027,-2.252072568,1.32070554,0.001374844
+"US_EDN",2019,91,364,14.40333333,-9.248575,207.2929082,NA,0.040550714,0,0.006,7,35.11584609,0.905,550,-0.369026735,-1.66259889,1.293572155,0.001368325
+"US_EDN",2019,92,365,14.05458333,-10.3264375,419.3658125,NA,0.03758,0,0.006,7,35.06400935,0.905,550,-1.13460837,-2.41284379,1.27823542,-0.000162526
+"US_EDN",2019,93,366,14.163125,-6.1202875,269.9592769,NA,0.041662857,0,0.006,7,35.01217262,0.905,550,-1.23693454,-2.495097367,1.258162827,0.00070382
+"US_EDN",2019,94,367,14.55229167,-6.3367375,335.597934,NA,0.045745714,0,0.006,7,34.96033588,0.905,550,-1.334823875,-2.622975674,1.288151799,0.000127193
+"US_EDN",2019,95,368,14.05083333,-2.6863375,248.7658919,NA,0.049828571,0,0.006,7,34.90849915,0.905,550,-0.508620936,-1.813072564,1.304451628,0.00087587
+"US_EDN",2019,96,369,15.66020833,-4.334575,501.0404251,NA,0.053911429,0,0.006,7,34.85666241,0.905,550,-1.509538985,-2.799489728,1.289950743,-0.000631843
+"US_EDN",2019,97,370,16.18770833,-3.6837625,582.2109654,NA,0.057994286,0,0.006,7,34.80482568,0.905,550,-1.476338004,-2.784078249,1.307740245,-0.000406988
+"US_EDN",2019,98,371,16.62145833,-7.7963125,430.4181565,NA,0.062077143,0,0.006,7,34.75298895,0.905,550,-1.391263376,-2.648476102,1.257212726,-0.000810581
+"US_EDN",2019,99,372,14.57291667,-0.40045,611.5713151,NA,0.06616,0,0.006,7,34.70115221,0.905,550,-1.424151123,-2.679415625,1.255264502,-0.000685713
+"US_EDN",2019,100,373,14.01270833,-0.0904,619.9418951,NA,0.070242857,0,0.006,7,34.64931548,0.905,550,-1.543006634,-2.804653448,1.261646814,-0.000986521
+"US_EDN",2019,101,374,13.129375,-4.357975,431.6597139,NA,0.074325714,0,0.006,7,34.59747874,0.905,550,-1.442248058,-2.729525738,1.28727768,-0.001136483
+"US_EDN",2019,102,375,13.81979167,-12.84925,635.7518872,NA,0.078408571,0,0.006,7,34.54564201,0.905,550,-1.691821568,-2.951434588,1.25961302,-0.000927069
+"US_EDN",2019,103,376,14.739375,-12.3476125,627.1429281,NA,0.082491429,0,0.006,7,34.49380527,0.905,550,-1.560218114,-2.799056853,1.238838739,0.000294445
+"US_EDN",2019,104,377,12.77458333,-3.6398875,571.776917,NA,0.086574286,0,0.006,7,34.44196854,0.905,550,-2.104182209,-3.320442724,1.216260516,-0.000128126
+"US_EDN",2019,105,378,12.47604167,-0.76315,334.1924911,NA,0.090657143,0,0.006,7,34.3901318,0.905,550,-0.860183129,-2.155767247,1.295584118,0.000530776
+"US_EDN",2019,106,379,13.64,2.3666,627.0684346,NA,0.09474,0,0.006,7,34.33829507,0.905,550,-1.469530868,-2.772227484,1.302696616,-0.00055713
+"US_EDN",2019,107,380,14.69604167,3.57755,657.0520461,NA,0.094955,0,0.006,7,34.28645833,0.905,550,-1.411124197,-2.756862852,1.345738655,-0.000430486
+"US_EDN",2019,108,381,17.27395833,-3.7071625,644.8549861,NA,0.09517,0,0.006,7,34.3040625,0.905,550,-1.169404546,-2.489365234,1.319960688,0.003019571
+"US_EDN",2019,109,382,15.58145833,-5.2618,611.3478347,NA,0.095385,0,0.006,7,33.41979167,0.905,550,-1.92368536,-3.166721003,1.243035642,0.000818718
+"US_EDN",2019,110,383,13.14541667,4.09235,548.7584426,NA,0.0956,0,0.006,7,32.4940625,0.905,550,-0.852714711,-2.131538754,1.278824043,-0.001905218
+"US_EDN",2019,111,384,13.38916667,5.14535,669.9642431,NA,0.095815,0,0.006,7,32.6134375,0.905,550,-1.692140157,-2.938419521,1.246279363,-0.000273064
+"US_EDN",2019,112,385,15.93833333,-2.71705,669.7208979,NA,0.09603,0,0.006,7,32.78302083,0.905,550,-1.652597162,-2.931626445,1.279029283,0.001303527
+"US_EDN",2019,113,386,20.61333333,-16.4864875,668.4271951,NA,0.096245,0,0.006,7,32.94364583,0.905,550,-1.497822574,-2.9159626,1.418140026,0.004177208
+"US_EDN",2019,114,387,19.66979167,-19.532875,675.0620779,NA,0.09646,0,0.006,7,33.039375,0.905,550,-2.029484901,-3.307835515,1.278350613,0.000556227
+"US_EDN",2019,115,388,15.20729167,-11.8094125,683.3109853,NA,0.096675,0,0.006,7,33.0846875,0.905,550,-2.218477195,-3.38238611,1.163908915,-0.002091642
+"US_EDN",2019,116,389,16.02604167,-14.2576375,666.177493,NA,0.09689,0,0.006,7,33.11958333,0.905,550,-2.07901668,-3.302770863,1.223754183,0.000317258
+"US_EDN",2019,117,390,14.99291667,-12.6225625,544.1522646,NA,0.097105,0,0.006,7,33.13020833,0.905,550,-2.005209132,-3.213503017,1.208293885,0.000511169
+"US_EDN",2019,118,391,14.35604167,-11.8445125,642.4637465,NA,0.09732,0,0.006,7,33.12489583,0.905,550,-2.286975865,-3.488662042,1.201686177,0.000657084
+"US_EDN",2019,119,392,15.11875,-11.9205625,675.1390544,NA,0.097535,0,0.006,7,33.13,0.905,550,-2.446696779,-3.666187007,1.219490228,-0.000850165
+"US_EDN",2019,120,393,14.56458333,-4.0230625,675.9535161,NA,0.09775,0,0.006,7,33.1446875,0.905,550,-2.124758786,-3.35118207,1.226423284,0.002079547
+"US_EDN",2019,121,394,15.32375,-2.16715,687.6440207,NA,0.098695714,0,0.006,7,33.189375,0.905,550,-2.535464186,-3.771245343,1.235781157,0.001218761
+"US_EDN",2019,122,395,15.82145833,-2.7711625,692.4513309,NA,0.099641429,0,0.006,7,33.24447917,0.905,550,-2.321662723,-3.559218168,1.237555445,0.001999525
+"US_EDN",2019,123,396,14.881875,-1.7883625,691.2544696,NA,0.100587143,0,0.006,7,33.28958333,0.905,550,-2.477141295,-3.698220234,1.221078939,0.000891386
+"US_EDN",2019,124,397,13.34854167,0.5136125,662.6862336,NA,0.101532857,0,0.006,7,33.31489583,0.905,550,-2.830904327,-4.041342527,1.2104382,0.001435895
+"US_EDN",2019,125,398,13.731875,1.7362625,605.5174811,NA,0.102478571,0,0.006,7,33.32489583,0.905,550,-2.520550785,-3.709884909,1.189334123,0.001018067
+"US_EDN",2019,126,399,14.331875,3.6901625,442.8784267,NA,0.103424286,0,0.006,7,33.34958333,0.905,550,-1.569975927,-2.756990298,1.187014372,0.000771155
+"US_EDN",2019,127,400,14.73,5.64845,601.0553238,NA,0.10437,0,0.006,7,33.37979167,0.905,550,-2.787811641,-3.998785687,1.210974046,-0.00090709
+"US_EDN",2019,128,401,14.61833333,1.597325,551.9343464,NA,0.105315714,0,0.006,7,33.4046875,0.905,550,-3.226503662,-4.465546128,1.239042466,-0.001333423
+"US_EDN",2019,129,402,14.945625,-3.85195,490.1246524,NA,0.106261429,0,0.006,7,33.42489583,0.905,550,-3.197694805,-4.37612658,1.178431775,0.001790418
+"US_EDN",2019,130,403,15.50541667,-4.37845,664.8167461,NA,0.107207143,0,0.006,7,33.40552083,0.905,550,-3.461469486,-4.622984671,1.161515186,-0.000067
+"US_EDN",2019,131,404,15.22125,-1.0147,655.537346,NA,0.108152857,0,0.006,7,33.37510417,0.905,550,-4.14616314,-5.299426286,1.153263145,-0.001380058
+"US_EDN",2019,132,405,14.49354167,1.62365,590.1196861,NA,0.109098571,0,0.006,7,33.340625,0.905,550,-3.757313122,-4.951408093,1.194094971,0.000793511
+"US_EDN",2019,133,406,14.76125,3.7706,649.3643226,NA,0.110044286,0,0.006,7,33.31979167,0.905,550,-3.968614078,-5.158646836,1.190032759,0.0012951
+"US_EDN",2019,134,407,15.42020833,3.2558,456.1953715,NA,0.11099,0,0.006,7,33.31041667,0.905,550,-3.362198273,-4.577184241,1.214985967,0.0007347
+"US_EDN",2019,135,408,15.95416667,-0.5686375,189.1711363,NA,0.112475714,0,0.006,7,33.21166667,0.905,550,-0.796369924,-2.341854292,1.545484368,-0.0000865
+"US_EDN",2019,136,409,13.9325,10.0067,409.3886571,NA,0.113961429,0,0.006,7,33.18875,0.905,550,-1.869651883,-3.116251174,1.246599291,0.001181498
+"US_EDN",2019,137,410,14.47416667,13.654175,690.5939611,NA,0.115447143,0,0.006,7,33.25,0.905,550,-2.781578526,-3.939201311,1.157622785,0.002390501
+"US_EDN",2019,138,411,13.45375,11.3741375,205.6143226,NA,0.116932857,0,0.006,7,33.29895833,0.905,550,-1.371121031,-2.767515787,1.396394755,0.001343433
+"US_EDN",2019,139,412,13.853125,10.32845,378.9556019,NA,0.118418571,0,0.006,7,33.38916667,0.905,550,-2.031532357,-3.315986284,1.284453927,0.001581281
+"US_EDN",2019,140,413,14.03645833,10.103225,673.5624469,NA,0.119904286,0,0.006,7,33.27822917,0.905,550,-3.01694261,-4.205514826,1.188572217,-0.000602769
+"US_EDN",2019,141,414,14.14854167,8.6187875,510.9704013,NA,0.12139,0,0.006,7,33.1640625,0.905,550,-2.34895908,-3.575237738,1.226278658,-0.001494364
+"US_EDN",2019,142,415,15.23041667,1.1629625,698.0308899,NA,0.122875714,0,0.006,7,33.23447917,0.905,550,-2.789046492,-3.960869597,1.171823106,-0.00021473
+"US_EDN",2019,143,416,16.265625,-5.1228625,688.6571315,NA,0.124361429,0,0.006,7,33.25510417,0.905,550,-3.085501583,-4.272122644,1.186621061,-0.000257156
+"US_EDN",2019,144,417,15.871875,-3.030025,709.0658522,NA,0.125847143,0,0.006,7,33.2059375,0.905,550,-2.976955857,-4.142842617,1.16588676,-0.000037
+"US_EDN",2019,145,418,15.1825,-7.7641375,701.5271156,NA,0.127332857,0,0.006,7,33.09145833,0.905,550,-2.877576039,-3.984987095,1.107411056,0.004199804
+"US_EDN",2019,146,419,13.28416667,-1.5514375,489.9160707,NA,0.128818571,0,0.006,7,33.02489583,0.905,550,-1.881638039,-3.091691719,1.21005368,-0.003565845
+"US_EDN",2019,147,420,13.61604167,3.182675,516.6666667,NA,0.130304286,0,0.006,7,33.02510417,0.905,550,-1.609983875,-2.814627855,1.20464398,-0.000724393
+"US_EDN",2019,148,421,14.57416667,-1.795675,689.8639253,NA,0.13179,0,0.006,7,33.00041667,0.905,550,-1.10216663,-2.344260404,1.242093773,-0.0000412
+"US_EDN",2019,149,422,15.30041667,-6.610225,709.2272547,NA,0.131657857,0,0.006,7,32.98489583,0.905,550,-2.385367877,-3.545076897,1.15970902,-0.001800436
+"US_EDN",2019,150,423,13.89291667,-3.223075,697.6708383,NA,0.131525714,0,0.006,7,32.99489583,0.905,550,-3.081637485,-4.295345628,1.213708143,0.004559418
+"US_EDN",2019,151,424,15.83229167,-8.32135,720.458383,NA,0.131393571,0,0.006,7,33.00979167,0.905,550,-3.027168664,-4.182338452,1.155169788,0.000325568
+"US_EDN",2019,152,425,16.07729167,-9.57325,711.2385777,NA,0.131261429,0,0.006,7,33.03958333,0.905,550,-2.915995462,-4.061425726,1.145430264,-0.002998936
+"US_EDN",2019,153,426,16.54083333,-6.8413,675.1614025,NA,0.131129286,0,0.006,7,33.09427083,0.905,550,-2.825992818,-3.973243541,1.147250723,0.002281837
+"US_EDN",2019,154,427,16.77291667,-4.9502875,670.6545491,NA,0.130997143,0,0.006,7,33.16427083,0.905,550,-2.940733382,-4.082587427,1.141854044,-0.000774031
+"US_EDN",2019,155,428,19.865,-9.5747125,760.2925109,NA,0.130865,0,0.006,7,33.21958333,0.905,550,-2.685671045,-3.839945414,1.154274369,0.002764234
+"US_EDN",2019,156,429,18.91166667,-7.2756625,758.8423719,NA,0.130732857,0,0.006,7,33.20572917,0.905,550,-3.390786458,-4.434354671,1.043568213,0.000507912
+"US_EDN",2019,157,430,15.48145833,3.9036875,741.803238,NA,0.130600714,0,0.006,7,33.13572917,0.905,550,-3.326859223,-4.466609392,1.13975017,0.005465829
+"US_EDN",2019,158,431,16.42958333,3.9329375,754.8569726,NA,0.130468571,0,0.006,7,33.1,0.905,550,-3.080217372,-4.221927052,1.141709681,0.000522826
+"US_EDN",2019,159,432,20.71208333,-5.3802625,766.0856178,NA,0.130336429,0,0.006,7,33.09510417,0.905,550,-2.011788986,-3.397939931,1.386150945,0.001407544
+"US_EDN",2019,160,433,24.37541667,-12.08875,758.1893127,NA,0.130204286,0,0.006,7,33.10958333,0.905,550,-1.626765521,-3.090568086,1.463802565,0.000206141
+"US_EDN",2019,161,434,27.17416667,-18.134725,734.3886571,NA,0.130072143,0,0.006,7,33.09083333,0.905,550,-1.342824625,-2.803089046,1.460264421,-0.001603597
+"US_EDN",2019,162,435,27.53020833,-18.3658,712.4255066,NA,0.12994,0,0.006,7,33.0646875,0.905,550,-1.391232276,-2.90023613,1.509003854,-0.000274347
+"US_EDN",2019,163,436,24.01083333,-13.1110375,761.1442193,NA,0.130235714,0,0.006,7,33.08,0.905,550,-2.111343891,-3.323875357,1.212531466,0.002423364
+"US_EDN",2019,164,437,18.20208333,-0.853825,704.4075288,NA,0.130531429,0,0.006,7,33.08979167,0.905,550,-3.335145206,-4.478141303,1.142996097,0.002421489
+"US_EDN",2019,165,438,16.266875,5.5563125,692.8684942,NA,0.130827143,0,0.006,7,33.07552083,0.905,550,-3.657573298,-4.78578408,1.128210782,0.003481905
+"US_EDN",2019,166,439,15.41125,9.9233375,571.4863925,NA,0.131122857,0,0.006,7,33.04020833,0.905,550,-3.482183321,-4.65883604,1.17665272,0.003754794
+"US_EDN",2019,167,440,15.45416667,8.8410875,600.5611839,NA,0.131418571,0,0.006,7,33.03489583,0.905,550,-3.47866699,-4.659342594,1.180675604,0.00322699
+"US_EDN",2019,168,441,18.00208333,3.1724375,735.1609058,NA,0.131714286,0,0.006,7,33.05958333,0.905,550,-3.308206639,-4.427768969,1.119562331,0.002561413
+"US_EDN",2019,169,442,17.914375,5.3544875,734.2719507,NA,0.13201,0,0.006,7,33.06041667,0.905,550,-3.842766906,-4.970214222,1.127447316,0.002485631
+"US_EDN",2019,170,443,18.21104167,4.0791875,689.4666269,NA,0.132305714,0,0.006,7,33.04,0.905,550,-3.316522969,-4.452833537,1.136310568,0.0000645
+"US_EDN",2019,171,444,18.364375,0.78125,754.9761621,NA,0.132601429,0,0.006,7,33.0253125,0.905,550,-3.281326591,-4.382740318,1.101413727,0.001378489
+"US_EDN",2019,172,445,18.17583333,0.86315,719.9046484,NA,0.132897143,0,0.006,7,32.9659375,0.905,550,-2.886300996,-4.050371358,1.164070363,0.00226614
+"US_EDN",2019,173,446,20.16895833,-3.3064375,764.1463051,NA,0.133192857,0,0.006,7,32.9053125,0.905,550,-2.7800806,-3.939264252,1.159183652,0.000260484
+"US_EDN",2019,174,447,21.25291667,-7.3575625,765.7851609,NA,0.133488571,0,0.006,7,32.860625,0.905,550,-2.407823568,-3.571982204,1.164158636,0.002966958
+"US_EDN",2019,175,448,18.75625,-5.0044,652.9002781,NA,0.133784286,0,0.006,7,32.80552083,0.905,550,-3.759149312,-4.915708985,1.156559674,0.00129405
+"US_EDN",2019,176,449,18.451875,-3.4292875,758.822507,NA,0.13408,0,0.006,7,32.74572917,0.905,550,-3.003419293,-4.105465845,1.102046553,0.008125218
+"US_EDN",2019,177,450,17.41791667,4.2225125,653.0442988,NA,0.134372857,0,0.006,7,32.6659375,0.905,550,-3.516589722,-4.660100466,1.143510744,0.007734458
+"US_EDN",2019,178,451,17.265,8.365775,618.4942392,NA,0.134665714,0,0.006,7,32.61020833,0.905,550,-3.193217055,-4.285626677,1.092409622,0.003809294
+"US_EDN",2019,179,452,17.419375,7.5891875,696.4118991,NA,0.134958571,0,0.006,7,32.63427083,0.905,550,-3.694693827,-4.831795367,1.13710154,0.005225093
+"US_EDN",2019,180,453,16.955,8.2590125,712.8526023,NA,0.135251429,0,0.006,7,32.67,0.905,550,-4.043981288,-5.193114579,1.14913329,0.001884017
+"US_EDN",2019,181,454,16.91208333,8.0835125,762.5099325,NA,0.135544286,0,0.006,7,32.68958333,0.905,550,-4.006107978,-5.162609295,1.156501317,0.005825234
+"US_EDN",2019,182,455,17.13520833,9.020975,723.7981724,NA,0.135837143,0,0.006,7,32.71,0.905,550,-3.852341777,-4.970543087,1.11820131,0.006662734
+"US_EDN",2019,183,456,16.82208333,8.4169625,760.943087,NA,0.13613,0,0.006,7,32.70020833,0.905,550,-3.828664554,-4.98168924,1.153024686,0.006276889
+"US_EDN",2019,184,457,16.72979167,8.0879,756.575288,NA,0.136422857,0,0.006,7,31.6471875,0.905,550,-4.036940966,-5.155250737,1.118309771,0.007045886
+"US_EDN",2019,185,458,17.16354167,7.22795,734.3265793,NA,0.136715714,0,0.006,7,30.88802083,0.905,550,-3.821297632,-4.98229994,1.161002308,0.001511706
+"US_EDN",2019,186,459,17.88083333,6.8023625,727.0585022,NA,0.137008571,0,0.006,7,31.35239583,0.905,550,-3.318829964,-4.462846083,1.144016119,-0.001232427
+"US_EDN",2019,187,460,17.78166667,4.9449875,735.5358562,NA,0.137301429,0,0.006,7,31.5240625,0.905,550,-3.299508985,-4.396636854,1.097127869,0.001861327
+"US_EDN",2019,188,461,16.99333333,6.0623375,687.5297974,NA,0.137594286,0,0.006,7,31.58958333,0.905,550,-3.536183204,-4.70398544,1.167802236,0.005929207
+"US_EDN",2019,189,462,16.34958333,9.5869625,469.2888359,NA,0.137887143,0,0.006,7,31.62958333,0.905,550,-2.915951232,-4.097793852,1.18184262,0.00575787
+"US_EDN",2019,190,463,17.43166667,7.8933875,570.5651569,NA,0.13818,0,0.006,7,31.65489583,0.905,550,-3.098109048,-4.323108474,1.224999426,0.004583995
+"US_EDN",2019,191,464,19.04645833,5.218475,576.4079261,NA,0.137997143,0,0.006,7,31.5865625,0.905,550,-2.933254147,-4.146232115,1.212977968,0.004483222
+"US_EDN",2019,192,465,18.07083333,3.5058875,754.7775129,NA,0.137814286,0,0.006,7,31.48552083,0.905,550,-3.679694995,-4.85160757,1.171912576,0.009406531
+"US_EDN",2019,193,466,17.290625,0.6335375,695.5726063,NA,0.137631429,0,0.006,7,31.48447917,0.905,550,-3.672805908,-4.854112755,1.181306847,0.009414781
+"US_EDN",2019,194,467,17.53604167,-0.7382875,732.9459674,NA,0.137448571,0,0.006,7,31.54916667,0.905,550,-3.666946463,-4.839933705,1.172987242,0.003381527
+"US_EDN",2019,195,468,17.83416667,2.1399125,754.8818037,NA,0.137265714,0,0.006,7,31.6340625,0.905,550,-3.251920412,-4.439450767,1.187530355,0.005487214
+"US_EDN",2019,196,469,19.5875,-1.2384625,753.2553635,NA,0.137082857,0,0.006,7,31.58697917,0.905,550,-2.564535501,-3.691384905,1.126849404,0.004909373
+"US_EDN",2019,197,470,18.50041667,-1.4900125,728.5086412,NA,0.1369,0,0.006,7,31.5634375,0.905,550,-3.091863206,-4.199747168,1.107883962,0.004304678
+"US_EDN",2019,198,471,19.991875,-3.8812,740.6610052,NA,0.136717143,0,0.006,7,31.63020833,0.905,550,-2.839473172,-3.97561508,1.136141908,0.00355081
+"US_EDN",2019,199,472,18.96625,-1.33645,738.0562177,NA,0.136534286,0,0.006,7,31.63958333,0.905,550,-3.453429377,-4.596063521,1.142634144,0.003594387
+"US_EDN",2019,200,473,19.66916667,-2.854525,744.139849,NA,0.136351429,0,0.006,7,31.64041667,0.905,550,-3.003798955,-4.14991235,1.146113395,0.005415103
+"US_EDN",2019,201,474,18.66416667,-0.298075,632.8143623,NA,0.136168571,0,0.006,7,31.62,0.905,550,-2.730593392,-3.916624396,1.186031004,-0.000632519
+"US_EDN",2019,202,475,19.27958333,-2.819425,641.9944378,NA,0.135985714,0,0.006,7,31.61020833,0.905,550,-3.107414076,-4.35163669,1.244222614,0.002767825
+"US_EDN",2019,203,476,19.55666667,-3.4000375,735.1335916,NA,0.135802857,0,0.006,7,31.6,0.905,550,-3.016914391,-4.24046652,1.223552128,0.00174602
+"US_EDN",2019,204,477,18.56145833,0.1801625,731.5653556,NA,0.13562,0,0.006,7,31.66854167,0.905,550,-3.109365961,-4.445823942,1.336457981,0.004908514
+"US_EDN",2019,205,478,21.68708333,-5.7341875,729.8395908,NA,0.135567143,0,0.006,7,31.80854167,0.905,550,-2.022955847,-3.229091209,1.206135362,0.001684271
+"US_EDN",2019,206,479,20.00020833,-3.6077125,677.1478943,NA,0.135514286,0,0.006,7,31.92895833,0.905,550,-3.016791823,-4.18475075,1.167958927,0.004094017
+"US_EDN",2019,207,480,18.24458333,2.8740875,685.3074096,NA,0.135461429,0,0.006,7,31.97020833,0.905,550,-3.496920142,-4.715588886,1.218668744,0.002518428
+"US_EDN",2019,208,481,21.05604167,-0.9956875,684.7189114,NA,0.135408571,0,0.006,7,31.96,0.905,550,-2.306345711,-3.50717633,1.200830618,0.00212302
+"US_EDN",2019,209,482,21.03729167,-2.9452,715.1842471,NA,0.135355714,0,0.006,7,31.96979167,0.905,550,-2.737301969,-3.868468976,1.131167008,0.00216071
+"US_EDN",2019,210,483,17.99083333,5.856125,652.1255463,NA,0.135302857,0,0.006,7,31.99958333,0.905,550,-3.543886145,-4.739210179,1.195324034,0.006123789
+"US_EDN",2019,211,484,17.51791667,7.9255625,675.6406436,NA,0.13525,0,0.006,7,32.049375,0.905,550,-3.550002897,-4.769811543,1.219808646,0.005576804
+"US_EDN",2019,212,485,18.69916667,6.7175375,715.8025427,NA,0.135197143,0,0.006,7,32.09958333,0.905,550,-3.221289235,-4.448906285,1.22761705,0.005876827
+"US_EDN",2019,213,486,18.19020833,11.4852875,502.0907827,NA,0.135144286,0,0.006,7,32.1346875,0.905,550,-2.982212464,-4.258526642,1.276314178,0.007358565
+"US_EDN",2019,214,487,18.44395833,12.080525,643.2111641,NA,0.135091429,0,0.006,7,32.14510417,0.905,550,-2.758931606,-4.061901482,1.302969876,0.00622643
+"US_EDN",2019,215,488,19.22520833,7.2030875,680.8700834,NA,0.135038571,0,0.006,7,32.0665625,0.905,550,-2.643216664,-3.920085735,1.276869071,0.003877076
+"US_EDN",2019,216,489,19.07125,6.563975,653.4266985,NA,0.134985714,0,0.006,7,31.70114583,0.905,550,-2.747845652,-3.982517617,1.234671965,0.005984896
+"US_EDN",2019,217,490,19.56270833,3.814475,608.715733,NA,0.134932857,0,0.006,7,31.664375,0.905,550,-2.644703579,-3.917068838,1.272365259,0.00387023
+"US_EDN",2019,218,491,19.141875,3.130025,687.6986492,NA,0.13488,0,0.006,7,31.94979167,0.905,550,-2.83089331,-4.132958839,1.302065529,0.003323468
+"US_EDN",2019,219,492,18.19833333,5.8634375,677.9822209,NA,0.135057143,0,0.006,7,31.9453125,0.905,550,-3.235220837,-4.517020409,1.281799572,0.007345434
+"US_EDN",2019,220,493,18.34270833,7.2645125,617.1359754,NA,0.135234286,0,0.006,7,31.95447917,0.905,550,-2.66833201,-3.837777702,1.169445692,0.000773035
+"US_EDN",2019,221,494,19.613125,4.0528625,626.1347835,NA,0.135411429,0,0.006,7,32.02895833,0.905,550,-2.382473536,-3.668388607,1.285915071,0.004149457
+"US_EDN",2019,222,495,20.19604167,1.6719125,644.6240564,NA,0.135588571,0,0.006,7,32.2121875,0.905,550,-2.940294629,-4.187986805,1.247692176,0.004180944
+"US_EDN",2019,223,496,20.37125,1.667525,674.2277513,NA,0.135765714,0,0.006,7,32.496875,0.905,550,-2.512994966,-3.710773847,1.197778882,0.005620654
+"US_EDN",2019,224,497,21.22520833,-0.034825,679.4596742,NA,0.135942857,0,0.006,7,32.80666667,0.905,550,-2.20228072,-3.417896244,1.215615524,0.000819825
+"US_EDN",2019,225,498,21.92458333,-1.57045,675.6431267,NA,0.13612,0,0.006,7,33.175625,0.905,550,-1.716397597,-2.972800889,1.256403292,0.001272052
+"US_EDN",2019,226,499,24.71229167,-5.077525,672.3430671,NA,0.136297143,0,0.006,7,33.58583333,0.905,550,-1.547970377,-2.875297353,1.327326976,0.005197511
+"US_EDN",2019,227,500,25.87333333,-8.6665,669.8723679,NA,0.136474286,0,0.006,7,33.9515625,0.905,550,-1.068687871,-2.454160526,1.385472656,0.009504066
+"US_EDN",2019,228,501,22.31604167,-3.901675,664.3623361,NA,0.136651429,0,0.006,7,34.2228125,0.905,550,-1.905796814,-3.166286309,1.260489495,-0.004166952
+"US_EDN",2019,229,502,19.525625,1.6338875,667.170739,NA,0.136828571,0,0.006,7,34.48666667,0.905,550,-2.093967764,-3.390263424,1.29629566,0.004313004
+"US_EDN",2019,230,503,19.63645833,3.6433625,666.5946563,NA,0.137005714,0,0.006,7,34.75770833,0.905,550,-1.762865122,-3.068221519,1.305356398,0.003538348
+"US_EDN",2019,231,504,18.625,7.74275,473.7087803,NA,0.137182857,0,0.006,7,34.99729167,0.905,550,-1.873227722,-3.279737654,1.406509933,0.007945638
+"US_EDN",2019,232,505,19.110625,7.8319625,467.0465832,NA,0.13736,0,0.006,7,35.2328125,0.905,550,-1.745617754,-3.16517517,1.419557416,0.006639596
+"US_EDN",2019,233,506,20.796875,1.995125,641.4009734,NA,0.137633571,0,0.006,7,35.428125,0.905,550,-1.73438344,-3.095127741,1.360744301,0.003745015
+"US_EDN",2019,234,507,21.42916667,-6.153925,624.8584625,NA,0.137907143,0,0.006,7,35.7109375,0.905,550,-2.07081688,-3.429243671,1.35842679,0.001561802
+"US_EDN",2019,235,508,20.4025,-2.67025,637.5322805,NA,0.138180714,0,0.006,7,36.08135417,0.905,550,-2.2740438,-3.597013332,1.322969532,0.00286538
+"US_EDN",2019,236,509,20.03604167,1.895675,627.0957489,NA,0.138454286,0,0.006,7,36.37260417,0.905,550,-3.008326837,-4.351576096,1.343249259,0.006809861
+"US_EDN",2019,237,510,20.49270833,4.054325,591.5896901,NA,0.138727857,0,0.006,7,36.695625,0.905,550,-2.427974573,-3.761327552,1.333352979,0.006954727
+"US_EDN",2019,238,511,20.97708333,2.9910875,631.4834128,NA,0.139001429,0,0.006,7,37.06177083,0.905,550,-2.303617812,-3.551680133,1.248062321,-0.000715609
+"US_EDN",2019,239,512,20.26083333,4.715375,619.5272149,NA,0.139275,0,0.006,7,37.28854167,0.905,550,-2.110104537,-3.39419007,1.284085533,0.005997246
+"US_EDN",2019,240,513,19.54375,9.822425,580.1077672,NA,0.139548571,0,0.006,7,37.48239583,0.905,550,-1.964391155,-3.306188771,1.341797616,0.006141114
+"US_EDN",2019,241,514,21.406875,10.3928,509.7859555,NA,0.139822143,0,0.006,7,37.61979167,0.905,550,-0.984869201,-2.353738343,1.368869143,0.001513616
+"US_EDN",2019,242,515,20.22333333,12.36425,612.6440207,NA,0.140095714,0,0.006,7,37.69364583,0.905,550,-1.807662374,-3.209821856,1.402159481,0.001596578
+"US_EDN",2019,243,516,21.90125,8.9580875,615.0451927,NA,0.140369286,0,0.006,7,37.82364583,0.905,550,-0.911062519,-2.259537879,1.34847536,0.001464847
+"US_EDN",2019,244,517,21.79708333,9.3500375,613.0562177,NA,0.140642857,0,0.006,7,37.919375,0.905,550,-1.094209283,-2.478168257,1.383958974,0.002516087
+"US_EDN",2019,245,518,19.975,12.2633375,605.9023639,NA,0.140916429,0,0.006,7,37.98427083,0.905,550,-1.864695873,-3.249454753,1.38475888,0.002994917
+"US_EDN",2019,246,519,19.370625,12.045425,566.2122567,NA,0.14119,0,0.006,7,38.05916667,0.905,550,-1.77845719,-3.19416482,1.415707631,0.000953306
+"US_EDN",2019,247,520,19.30666667,9.1306625,577.3738578,NA,0.1414,0,0.006,7,38.14895833,0.905,550,-1.834977549,-3.229302717,1.394325168,0.001243401
+"US_EDN",2019,248,521,18.69229167,12.7284125,487.4279897,NA,0.14161,0,0.006,7,38.23427083,0.905,550,-1.894626587,-3.326321772,1.431695185,0.006592429
+"US_EDN",2019,249,522,18.81645833,12.52805,555.3486293,NA,0.14182,0,0.006,7,38.240625,0.905,550,-2.3494916,-3.804376407,1.454884806,0.005102595
+"US_EDN",2019,250,523,18.64104167,12.9536375,321.3001589,NA,0.14203,0,0.006,7,38.24916667,0.905,550,-1.495962586,-2.849646884,1.353684299,0.007502679
+"US_EDN",2019,251,524,18.34104167,10.6853,550.5934644,NA,0.14224,0,0.006,7,38.32916667,0.905,550,-1.929733812,-3.32595594,1.396222128,0.00276298
+"US_EDN",2019,252,525,18.47416667,9.2535125,549.5580056,NA,0.14245,0,0.006,7,38.399375,0.905,550,-1.847135041,-3.183115297,1.335980256,0.000582293
+"US_EDN",2019,253,526,18.096875,8.5559,563.1133294,NA,0.14266,0,0.006,7,38.48875,0.905,550,-1.840594525,-3.227865851,1.387271326,0.001977081
+"US_EDN",2019,254,527,19.946875,7.85975,565.9713945,NA,0.14287,0,0.006,7,38.60385417,0.905,550,-1.330016947,-2.697548461,1.367531514,0.002268268
+"US_EDN",2019,255,528,22.425625,3.94025,556.9899682,NA,0.14308,0,0.006,7,38.72364583,0.905,550,-0.91615769,-2.319927839,1.403770149,0.002365114
+"US_EDN",2019,256,529,24.6975,1.0781375,554.3826977,NA,0.14329,0,0.006,7,38.819375,0.905,550,-0.577863023,-1.97594835,1.398085327,0.001309164
+"US_EDN",2019,257,530,20.836875,5.6075,558.9938419,NA,0.1435,0,0.006,7,38.88427083,0.905,550,-1.405587546,-2.753940402,1.348352856,0.000736376
+"US_EDN",2019,258,531,18.92125,7.8875375,514.3350219,NA,0.14371,0,0.006,7,38.95427083,0.905,550,-1.228354442,-2.607526295,1.379171853,0.003223392
+"US_EDN",2019,259,532,19.23583333,9.120425,485.0044696,NA,0.14392,0,0.006,7,39.03895833,0.905,550,-0.703871592,-2.180047297,1.476175706,0.002303042
+"US_EDN",2019,260,533,18.50458333,11.9620625,550.8616408,NA,0.14413,0,0.006,7,39.15364583,0.905,550,-1.207344814,-2.645217277,1.437872464,0.003796334
+"US_EDN",2019,261,534,19.27541667,7.371275,433.3432658,NA,0.143176429,0,0.006,7,39.26895833,0.905,550,-1.064798013,-2.518671935,1.453873922,0.000490572
+"US_EDN",2019,262,535,18.45166667,7.950425,537.4081248,NA,0.142222857,0,0.006,7,39.3640625,0.905,550,-1.451689198,-2.854060464,1.402371266,0.000869082
+"US_EDN",2019,263,536,19.88395833,5.3340125,534.0757847,NA,0.141269286,0,0.006,7,39.46875,0.905,550,-1.228136143,-2.587402402,1.359266258,0.003242292
+"US_EDN",2019,264,537,21.03541667,3.3537875,533.2042114,NA,0.140315714,0,0.006,7,39.59364583,0.905,550,-1.041555233,-2.397174118,1.355618885,0.007978064
+"US_EDN",2019,265,538,19.060625,5.82395,471.5708184,NA,0.139362143,0,0.006,7,39.70895833,0.905,550,-2.00991942,-3.353020919,1.343101499,0.00132213
+"US_EDN",2019,266,539,20.24604167,3.9358625,479.4522249,NA,0.138408571,0,0.006,7,39.77958333,0.905,550,-1.522793213,-2.850418643,1.327625429,0.002514789
+"US_EDN",2019,267,540,23.59583333,1.1746625,520.0983313,NA,0.137455,0,0.006,7,39.83916667,0.905,550,-0.845786676,-2.209311595,1.363524919,0.004485499
+"US_EDN",2019,268,541,25.684375,-4.28485,489.7447358,NA,0.136501429,0,0.006,7,39.90447917,0.905,550,-0.607481488,-2.020124755,1.412643267,-0.000786099
+"US_EDN",2019,269,542,22.219375,3.2777375,503.4192491,NA,0.135547857,0,0.006,7,39.95447917,0.905,550,-0.744881937,-2.063635695,1.318753759,0.001007091
+"US_EDN",2019,270,543,17.80166667,12.5807,427.2372865,NA,0.134594286,0,0.006,7,39.9946875,0.905,550,-0.822209694,-2.190790996,1.368581302,0.003053516
+"US_EDN",2019,271,544,15.664375,20.3378,487.8848828,NA,0.133640714,0,0.006,7,40.06385417,0.905,550,-0.322356505,-1.801107475,1.478750971,-0.00060923
+"US_EDN",2019,272,545,14.49291667,28.27625,490.8397894,NA,0.132687143,0,0.006,7,40.18364583,0.905,550,-0.329958623,-1.793623892,1.463665269,0.001437206
+"US_EDN",2019,273,546,14.60645833,29.6904875,469.485002,NA,0.131733571,0,0.006,7,40.30385417,0.905,550,-0.592105062,-2.074660866,1.482555804,0.004396685
+"US_EDN",2019,274,547,14.31583333,28.9767875,485.2701629,NA,0.13078,0,0.006,7,40.41385417,0.905,550,-0.628020137,-2.12650622,1.498486083,0.004369123
+"US_EDN",2019,275,548,15.44729167,25.880675,482.0222487,NA,0.133603571,0,0.006,7,40.39678009,0.905,550,-0.51712802,-1.972019025,1.454891005,0.005152931
+"US_EDN",2019,276,549,14.73125,23.7542,473.2593365,NA,0.136427143,0,0.006,7,40.24722454,0.905,550,-1.473607657,-2.930230381,1.456622724,0.004258105
+"US_EDN",2019,277,550,15.52583333,23.2642625,470.0927235,NA,0.139250714,0,0.006,7,40.09766898,0.905,550,-1.237462194,-2.680244194,1.442782,0.001273918
+"US_EDN",2019,278,551,17.11208333,18.0255875,467.5360751,NA,0.142074286,0,0.006,7,39.94811343,0.905,550,-1.183322014,-2.589398698,1.406076684,0.004897739
+"US_EDN",2019,279,552,19.335,10.56245,416.4276716,NA,0.144897857,0,0.006,7,39.79855787,0.905,550,-0.901082983,-2.246581711,1.345498728,0.002268396
+"US_EDN",2019,280,553,20.265625,6.88865,438.5907747,NA,0.147721429,0,0.006,7,39.64900231,0.905,550,-0.704574214,-2.033845049,1.329270835,-0.000822676
+"US_EDN",2019,281,554,18.68520833,7.657925,420.1304885,NA,0.150545,0,0.006,7,39.49944676,0.905,550,-0.860952931,-2.18653392,1.325580989,0.007849145
+"US_EDN",2019,282,555,16.70895833,10.9997375,438.6665505,NA,0.153368571,0,0.006,7,39.3498912,0.905,550,-0.612032544,-1.996540632,1.384508088,-0.000229512
+"US_EDN",2019,283,556,18.42958333,16.01465,428.7510549,NA,0.156192143,0,0.006,7,39.20033565,0.905,550,0.36088211,-1.062925758,1.423807868,0.0000286
+"US_EDN",2019,284,557,17.324375,18.5052875,400.7523838,NA,0.159015714,0,0.006,7,39.05078009,0.905,550,-0.619323633,-2.023123603,1.40379997,0.003026052
+"US_EDN",2019,285,558,17.25666667,15.695825,402.5874056,NA,0.161839286,0,0.006,7,38.90122454,0.905,550,-0.481909842,-1.886343604,1.404433762,-0.000300486
+"US_EDN",2019,286,559,15.62208333,17.597075,400.8392928,NA,0.164662857,0,0.006,7,38.75166898,0.905,550,-0.518328378,-1.921484248,1.40315587,-0.001879994
+"US_EDN",2019,287,560,14.59583333,21.1494875,409.8927294,NA,0.167486429,0,0.006,7,38.60211343,0.905,550,-0.681469311,-2.123357648,1.441888337,0.003708871
+"US_EDN",2019,288,561,14.398125,22.2917,323.2196067,NA,0.17031,0,0.006,7,38.45255787,0.905,550,-0.620642654,-2.084601329,1.463958676,-0.000408229
+"US_EDN",2019,289,562,15.0575,17.9042,284.6394517,NA,0.170580714,0,0.006,7,38.30300231,0.905,550,-0.476373629,-1.894292438,1.417918809,0.001922227
+"US_EDN",2019,290,563,16.58041667,12.9419375,396.3438588,NA,0.170851429,0,0.006,7,38.15344676,0.905,550,-0.410583339,-1.767067067,1.356483729,-0.0000662
+"US_EDN",2019,291,564,14.91229167,17.912975,373.594557,NA,0.171122143,0,0.006,7,38.0038912,0.905,550,-0.605582757,-2.02474224,1.419159483,0.002292104
+"US_EDN",2019,292,565,15.04645833,14.97335,268.2583433,NA,0.171392857,0,0.006,7,37.85433565,0.905,550,-0.741962797,-2.126292755,1.384329959,0.000341953
+"US_EDN",2019,293,566,16.33416667,11.641775,387.21057,NA,0.171663571,0,0.006,7,37.70478009,0.905,550,-0.920547373,-2.254449412,1.333902039,0.003227675
+"US_EDN",2019,294,567,18.22625,8.79575,383.6314671,NA,0.171934286,0,0.006,7,37.55522454,0.905,550,-0.889801168,-2.224835005,1.335033837,0.002378471
+"US_EDN",2019,295,568,20.020625,5.2374875,383.238975,NA,0.172205,0,0.006,7,37.40566898,0.905,550,-0.467083722,-1.755378017,1.288294295,0.000441784
+"US_EDN",2019,296,569,20.83375,1.4774,372.3728645,NA,0.172475714,0,0.006,7,37.25611343,0.905,550,-0.162790005,-1.556686987,1.393896982,0.001131481
+"US_EDN",2019,297,570,22.87708333,3.0554375,376.0180771,NA,0.172746429,0,0.006,7,37.10655787,0.905,550,-0.070248498,-1.367788877,1.297540379,-0.001332065
+"US_EDN",2019,298,571,21.01083333,7.75664375,363.0613543,NA,0.173017143,0,0.006,7,36.95700231,0.905,550,-0.050511828,-1.370102316,1.319590488,-0.000720481
+"US_EDN",2019,299,572,17.81791667,7.0509875,362.9916567,NA,0.173287857,0,0.006,7,36.80744676,0.905,550,-0.160985156,-1.447037274,1.286052119,0.005819084
+"US_EDN",2019,300,573,16.93166667,13.355825,345.6247517,NA,0.173558571,0,0.006,7,36.6578912,0.905,550,1.263242956,-0.929794647,2.193037604,0.002588537
+"US_EDN",2019,301,574,15.05833333,27.7673,354.4720898,NA,0.173829286,0,0.006,7,36.50833565,0.905,550,0.326715936,-1.130295129,1.457011065,-0.000915084
+"US_EDN",2019,302,575,14.58166667,27.1691375,332.7671918,NA,0.1741,0,0.006,7,36.35878009,0.905,550,0.341281113,-1.194534232,1.535815345,0.003435676
+"US_EDN",2019,303,576,14.55270833,32.707625,337.3224532,NA,0.172391429,0,0.006,7,36.20922454,0.905,550,-0.056726859,-1.589491531,1.532764672,0.004935553
+"US_EDN",2019,304,577,13.88208333,32.8670375,327.2625444,NA,0.170682857,0,0.006,7,36.05966898,0.905,550,-0.1933672,-1.736237508,1.542870307,0.002450957
+"US_EDN",2019,305,578,13.82625,29.1464375,333.903524,NA,0.168974286,0,0.006,7,35.91011343,0.905,550,-0.328885319,-1.833567625,1.504682306,0.010785787
+"US_EDN",2019,306,579,14.57479167,23.5830875,326.9606369,NA,0.167265714,0,0.006,7,35.76055787,0.905,550,-0.428383133,-1.853018308,1.424635174,0.002377738
+"US_EDN",2019,307,580,15.25,16.3027625,325.0748221,NA,0.165557143,0,0.006,7,35.61100231,0.905,550,-0.484834162,-1.842602969,1.357768807,0.015724276
+"US_EDN",2019,308,581,14.61729167,13.6644125,316.9745729,NA,0.163848571,0,0.006,7,35.46144676,0.905,550,-0.736871425,-2.055396028,1.318524604,-0.003282312
+"US_EDN",2019,309,582,13.90979167,14.4775625,298.2096742,NA,0.16214,0,0.006,7,35.3118912,0.905,550,-0.934070123,-2.265897526,1.331827403,0.001179919
+"US_EDN",2019,310,583,12.96020833,13.5752,254.238677,NA,0.160431429,0,0.006,7,35.16233565,0.905,550,-0.690604253,-1.992353418,1.301749165,0.000386991
+"US_EDN",2019,311,584,12.320625,16.9433375,177.6023043,NA,0.158722857,0,0.006,7,35.01278009,0.905,550,-0.397108815,-1.765081807,1.367972992,0.001473713
+"US_EDN",2019,312,585,11.02748737,17.3879375,230.5820421,NA,0.157014286,0,0.006,7,34.86322454,0.905,550,-0.433748294,-1.801755591,1.368007297,0.003047753
+"US_EDN",2019,313,586,12.57855429,16.175525,192.0813468,NA,0.155305714,0,0.006,7,34.71366898,0.905,550,-0.354907299,-1.709685079,1.35477778,0.001996003
+"US_EDN",2019,314,587,13.69895833,12.6743,256.9030592,NA,0.153597143,0,0.006,7,34.56411343,0.905,550,-0.26330154,-1.587002468,1.323700928,0.001608712
+"US_EDN",2019,315,588,15.725,12.179975,268.511621,NA,0.151888571,0,0.006,7,34.41455787,0.905,550,-0.094351153,-1.425368738,1.331017584,0.001781183
+"US_EDN",2019,316,589,16.29291667,12.5382875,266.8181367,NA,0.15018,0,0.006,7,34.26500231,0.905,550,0.000511086,-1.322685765,1.323196851,0.002285703
+"US_EDN",2019,317,590,13.98708333,14.85635,216.522646,NA,0.151375,0,0.006,7,34.11544676,0.905,550,0.064411943,-1.294817011,1.359228953,0.00042995
+"US_EDN",2019,318,591,15.093125,14.52875,116.1377632,NA,0.15257,0,0.006,7,33.9658912,0.905,550,0.270731032,-1.044558299,1.315289331,0.000701914
+"US_EDN",2019,319,592,15.59041667,13.3485125,267.409118,NA,0.153765,0,0.006,7,33.81633565,0.905,550,-0.173435885,-1.52553921,1.352103325,0.001333559
+"US_EDN",2019,320,593,15.02625,10.0344875,204.9016687,NA,0.15496,0,0.006,7,33.74979167,0.905,550,-0.350771065,-1.661107447,1.310336383,0.001040277
+"US_EDN",2019,321,594,15.90770833,7.3405625,276.2043107,NA,0.156155,0,0.006,7,33.76489583,0.905,550,-0.413465642,-1.689279066,1.275813423,0.001887693
+"US_EDN",2019,322,595,16.04916667,2.6576375,270.2572507,NA,0.15735,0,0.006,7,33.71614583,0.905,550,-0.332289098,-1.561952077,1.229662979,0.000834592
+"US_EDN",2019,323,596,14.54979167,-2.6921875,271.2678784,NA,0.158545,0,0.006,7,33.68447917,0.905,550,-0.473599337,-1.677766117,1.20416678,-0.002225677
+"US_EDN",2019,324,597,14.20020833,-4.796725,239.1090584,NA,0.15974,0,0.006,7,33.71489583,0.905,550,0.022685678,-1.30125327,1.323938948,-0.000517916
+"US_EDN",2019,325,598,13.70541667,9.0838625,257.7746325,NA,0.160935,0,0.006,7,33.7346875,0.905,550,-0.216188898,-1.53093754,1.314748642,0.000980284
+"US_EDN",2019,326,599,13.17791667,20.3831375,255.6490862,NA,0.16213,0,0.006,7,33.75979167,0.905,550,-0.163549053,-1.58260059,1.419051537,0.003094351
+"US_EDN",2019,327,600,13.40427083,24.1754,256.1126972,NA,0.163325,0,0.006,7,33.77979167,0.905,550,-0.014889766,-1.467056706,1.45216694,0.004241156
+"US_EDN",2019,328,601,13.10229167,25.03535,254.278714,NA,0.16452,0,0.006,7,33.79979167,0.905,550,0.193122231,-1.265895696,1.459017927,0.003296927
+"US_EDN",2019,329,602,12.441875,24.64925,258.5119086,NA,0.165715,0,0.006,7,33.780625,0.905,550,0.783632357,-0.774657647,1.558290004,0.003204427
+"US_EDN",2019,330,603,9.8584375,23.2671875,88.90047676,NA,0.16691,0,0.006,7,33.76958333,0.905,550,0.927304232,-0.652643173,1.579947405,0.003187476
+"US_EDN",2019,331,604,7.5795,19.586075,125.1564362,NA,0.164912857,0,0.006,7,33.79489583,0.905,550,0.415987661,-0.990061966,1.406049627,0.001074445
+"US_EDN",2019,332,605,6.697166667,23.42075,200.5785658,NA,0.162915714,0,0.006,7,33.8,0.905,550,0.201928063,-1.266277406,1.468205469,-0.001550648
+"US_EDN",2019,333,606,7.0695625,28.0378625,194.2193087,NA,0.160918571,0,0.006,7,33.74614583,0.905,550,0.158739684,-1.350089209,1.508828893,-0.000666108
+"US_EDN",2019,334,607,9.084458333,23.3871125,46.47646007,NA,0.158921429,0,0.006,7,33.70958333,0.905,550,0.965206145,-0.625012042,1.590218187,0.002118807
+"US_EDN",2019,335,608,13.25083333,12.554375,54.99851013,NA,0.156924286,0,0.006,7,33.7740625,0.905,550,0.722128031,-0.890229339,1.61235737,-0.003202907
+"US_EDN",2019,336,609,13.765625,11.9532875,82.9261025,NA,0.154927143,0,0.006,7,33.8346875,0.905,550,0.228419878,-1.083548437,1.311968315,-0.000528854
+"US_EDN",2019,337,610,12.89229167,8.588075,161.4421931,NA,0.15293,0,0.006,7,33.8646875,0.905,550,-0.246377208,-1.599856989,1.35347978,0.000107773
+"US_EDN",2019,338,611,12.916875,2.8038875,91.07320222,NA,0.150932857,0,0.006,7,33.8946875,0.905,550,-0.083788002,-1.363639606,1.279851604,-0.001772387
+"US_EDN",2019,339,612,13.28979167,6.5127875,176.3383989,NA,0.148935714,0,0.006,7,33.9246875,0.905,550,-0.231012017,-1.574801799,1.343789781,0.000421499
+"US_EDN",2019,340,613,15.86979167,1.989275,165.117203,NA,0.146938571,0,0.006,7,33.95958333,0.905,550,0.267062642,-0.999619089,1.266681731,0.0000315
+"US_EDN",2019,341,614,16.128125,3.124175,121.1909019,NA,0.144941429,0,0.006,7,33.9946875,0.905,550,0.555741496,-0.718326558,1.274068053,-0.001752413
+"US_EDN",2019,342,615,14.37291667,7.7676125,212.370878,NA,0.142944286,0,0.006,7,34.01,0.905,550,0.077960018,-1.28441495,1.362374968,-0.000165436
+"US_EDN",2019,343,616,12.80625,13.9715375,125.8169448,NA,0.140947143,0,0.006,7,34.01,0.905,550,0.239569304,-1.206406628,1.445975931,0.001704295
+"US_EDN",2019,344,617,13.096875,16.2764375,231.8533969,NA,0.13895,0,0.006,7,34.01,0.905,550,0.342987829,-1.111188164,1.454175993,0.003238067
+"US_EDN",2019,345,618,15.11041667,13.8340625,69.99155741,NA,0.140156429,0,0.006,7,34.0246875,0.905,550,0.585940353,-0.811343647,1.397284,0.001378145
+"US_EDN",2019,346,619,16.73666667,11.2688375,89.22824791,NA,0.141362857,0,0.006,7,34.03510417,0.905,550,0.447694052,-0.940557513,1.388251565,0.000428817
+"US_EDN",2019,347,620,14.84125,9.857525,81.95768772,NA,0.142569286,0,0.006,7,34.000625,0.905,550,0.505740983,-0.898076458,1.403817441,0.000443502
+"US_EDN",2019,348,621,12.67770833,12.0776,237.738379,NA,0.143775714,0,0.006,7,33.96510417,0.905,550,0.701437192,-0.777903652,1.479340844,-0.0000267
+"US_EDN",2019,349,622,10.56802083,20.188625,249.2500993,NA,0.144982143,0,0.006,7,33.95020833,0.905,550,0.400611802,-1.148461556,1.549073359,0.004771755
+"US_EDN",2019,350,623,9.315395833,26.0166875,242.8461462,NA,0.146188571,0,0.006,7,33.93020833,0.905,550,0.361001405,-1.205624646,1.566626051,0.007405095
+"US_EDN",2019,351,624,9.905854167,20.6493125,160.5010926,NA,0.147395,0,0.006,7,33.92,0.905,550,0.409717705,-1.090490128,1.500207833,0.005329952
+"US_EDN",2019,352,625,12.47645833,9.7361375,139.272944,NA,0.148601429,0,0.006,7,33.94447917,0.905,550,0.333669644,-1.075396034,1.409065678,-0.0000724
+"US_EDN",2019,353,626,13.84479167,10.5200375,240.3779301,NA,0.149807857,0,0.006,7,33.96510417,0.905,550,-0.021714656,-1.489923893,1.468209237,0.001186994
+"US_EDN",2019,354,627,12.1325,13.9978625,197.6062773,NA,0.151014286,0,0.006,7,33.95510417,0.905,550,0.031038787,-1.477740335,1.508779122,0.002538449
+"US_EDN",2019,355,628,12.59520833,9.1248125,110.8685936,NA,0.152220714,0,0.006,7,33.94020833,0.905,550,0.57292803,-0.834971352,1.407899381,0.000893903
+"US_EDN",2019,356,629,11.81854167,9.9248,100.129122,NA,0.153427143,0,0.006,7,33.93,0.905,550,0.725894601,-0.719426308,1.445320908,-0.0000931
+"US_EDN",2019,357,630,8.551666667,19.170725,192.6574295,NA,0.154633571,0,0.006,7,33.91041667,0.905,550,0.58742185,-0.9136094,1.50103125,0.002064762
+"US_EDN",2019,358,631,9.078125,20.252975,169.0082439,NA,0.15584,0,0.006,7,33.88510417,0.905,550,0.70336197,-0.792989464,1.496351434,0.001505851
+"US_EDN",2019,359,632,10.71229167,14.4336875,104.3181367,NA,0.145642464,0,0.006,7,33.909375,0.905,550,0.748328597,-0.715313035,1.463641633,0.000452939
+"US_EDN",2019,360,633,9.788458333,21.2752625,235.7767183,NA,0.135444929,0,0.006,7,33.9253125,0.905,550,0.697558103,-0.836872476,1.534430579,0.00182982
+"US_EDN",2019,361,634,8.096666667,28.38155,243.6034962,NA,0.125247393,0,0.006,7,33.91,0.905,550,0.626793699,-0.992626215,1.619419914,0.004317772
+"US_EDN",2019,362,635,8.559541667,28.045175,250.6456099,NA,0.115049858,0,0.006,7,33.8953125,0.905,550,0.460385416,-1.169101547,1.629486964,0.00454317
+"US_EDN",2019,363,636,10.52604167,18.1776875,85.44646404,NA,0.104852322,0,0.006,7,33.909375,0.905,550,0.407912499,-1.148101073,1.556013572,0.0014461
+"US_EDN",2019,364,637,11.11958333,14.63405,244.7929082,NA,0.094654787,0,0.006,7,33.93510417,0.905,550,0.07427668,-1.461678231,1.535954911,0.002084694
+"US_EDN",2019,365,638,11.33960417,13.6205375,243.772348,NA,0.084457251,0,0.006,7,33.89572917,0.905,550,0.194986408,-1.363180761,1.558167169,0.003484479
+"US_EDN",2020,1,639,11.39604167,9.980375,84.80085419,NA,0.074259716,0,0.006,7,33.88447917,0.905,550,0.298233338,-1.19351551,1.491748848,0.000620503
+"US_EDN",2020,2,640,11.37354167,8.6963,235.7469209,NA,0.06406218,0,0.006,7,33.90510417,0.905,550,-0.066805851,-1.591780692,1.52497484,0.002119564
+"US_EDN",2020,3,641,10.79329167,12.7050125,228.7544696,NA,0.053864644,0,0.006,7,33.9,0.905,550,0.182817043,-1.373314719,1.556131761,0.003737611
+"US_EDN",2020,4,642,11.523125,16.450475,230.4777513,NA,0.043667109,0,0.006,7,33.9,0.905,550,0.146518599,-1.441048498,1.587567097,0.003306616
+"US_EDN",2020,5,643,10.40677083,22.487675,259.8529996,NA,0.033469573,0,0.006,7,33.9,0.905,550,0.219925505,-1.405908554,1.625834059,0.005996008
+"US_EDN",2020,6,644,10.03375,22.1761625,258.9441796,NA,0.023272038,0,0.006,7,33.88041667,0.905,550,0.28425853,-1.36842874,1.65268727,-0.001889143
+"US_EDN",2020,7,645,9.6260625,16.2033125,250.1067739,NA,0.013074502,0,0.006,7,33.86979167,0.905,550,0.228713305,-1.373150747,1.601864052,0.00027423
+"US_EDN",2020,8,646,11.49895833,10.4088875,210.5606873,NA,0.002876967,0,0.006,7,33.90447917,0.905,550,0.246267749,-1.274515548,1.520783297,-0.001700561
+"US_EDN",2020,9,647,11.0876875,12.3920375,156.6944776,NA,0.004511946,0,0.006,7,33.91041667,0.905,550,0.543471474,-0.970619368,1.514090842,0.001292128
+"US_EDN",2020,10,648,9.526020833,21.358625,260.7891339,NA,0.006146926,0,0.006,7,33.89489583,0.905,550,0.52903188,-1.076137745,1.605169625,0.004295
+"US_EDN",2020,11,649,10.94875,17.0281625,250.1539531,NA,0.007781906,0,0.006,7,33.89510417,0.905,550,0.396102861,-1.191720921,1.587823782,0.00248154
+"US_EDN",2020,12,650,9.395895833,17.5415,249.7442392,NA,0.009416885,0,0.006,7,33.89,0.905,550,0.425824174,-1.168529475,1.594353649,0.003310531
+"US_EDN",2020,13,651,10.5579375,12.36790625,210.8390053,NA,0.011051865,0,0.006,7,33.90958333,0.905,550,0.104096123,-1.475684805,1.579780928,0.002637757
+"US_EDN",2020,14,652,10.38777083,9.1599125,256.5032777,NA,0.012686845,0,0.006,7,33.89572917,0.905,550,-0.200660131,-1.747942633,1.547282502,0.00274167
+"US_EDN",2020,15,653,7.503854167,8.301425,173.4579857,NA,0.014321824,0,0.006,7,33.86,0.905,550,0.037797374,-1.489719347,1.52751672,0.003278663
+"US_EDN",2020,16,654,8.776395833,2.156,77.32171236,NA,0.015956804,0,0.006,7,33.85510417,0.905,550,0.218231596,-1.210840265,1.429071861,0.0019793
+"US_EDN",2020,17,655,8.578875,15.2146625,254.9413985,NA,0.017591784,0,0.006,7,33.86958333,0.905,550,-0.091228334,-1.709420097,1.618191763,0.004865136
+"US_EDN",2020,18,656,9.075604167,15.052325,253.1411402,NA,0.019226763,0,0.006,7,33.85572917,0.905,550,-0.114394896,-1.719215841,1.604820945,0.002634146
+"US_EDN",2020,19,657,8.691145833,11.2834625,124.2352006,NA,0.020861743,0,0.006,7,33.82,0.905,550,0.222670926,-1.307089627,1.529760553,0.00396717
+"US_EDN",2020,20,658,9.9923125,7.084625,119.333532,NA,0.022496723,0,0.006,7,33.8053125,0.905,550,0.192141549,-1.253944825,1.446086373,0.010521928
+"US_EDN",2020,21,659,12.235,5.6075,111.7451331,NA,0.024131702,0,0.006,7,33.84385417,0.905,550,0.488042468,-0.913953182,1.40199565,-0.000909292
+"US_EDN",2020,22,660,12.97229167,5.5767875,251.231625,NA,0.025766682,0,0.006,7,33.870625,0.905,550,-0.033117975,-1.500164593,1.467046618,-0.000117717
+"US_EDN",2020,23,661,11.64958333,7.283525,165.2984704,NA,0.027401662,0,0.006,7,33.84489583,0.905,550,0.20370879,-1.252405093,1.456113884,0.001242807
+"US_EDN",2020,24,662,12.59645833,4.2078875,277.1752086,NA,0.029036641,0,0.006,7,33.84020833,0.905,550,0.0257255,-1.427637756,1.453363256,-0.001468278
+"US_EDN",2020,25,663,14.00916667,-1.11415,227.5849225,NA,0.030671621,0,0.006,7,33.84958333,0.905,550,-0.069535661,-1.4559086,1.386372939,0.000224749
+"US_EDN",2020,26,664,13.688125,0.5779625,264.8962058,NA,0.032306601,0,0.006,7,33.82104167,0.905,550,-0.079291117,-1.491203213,1.411912097,0.001377938
+"US_EDN",2020,27,665,11.771875,6.1442375,165.3382002,NA,0.03394158,0,0.006,7,33.74557776,0.905,550,0.027755153,-1.427740415,1.455495568,0.002930192
+"US_EDN",2020,28,666,12.63072917,1.0839875,181.1185653,NA,0.03557656,0,0.006,7,33.69569404,0.905,550,-0.143293061,-1.524359655,1.381066594,0.005611077
+"US_EDN",2020,29,667,11.27529167,0.3351875,275.0695272,NA,0.03721154,0,0.006,7,33.64581032,0.905,550,-0.326868246,-1.734443809,1.407575563,0.000615574
+"US_EDN",2020,30,668,12.47541667,-2.5868875,195.133095,NA,0.038846519,0,0.006,7,33.5959266,0.905,550,-0.330056106,-1.691050003,1.360993896,0.001945268
+"US_EDN",2020,31,669,13.04895833,-0.918175,288.7688717,NA,0.040481499,0,0.006,7,33.54604288,0.905,550,-0.528793369,-1.922965111,1.394171743,0.005114311
+"US_EDN",2020,32,670,12.81229167,-1.93315,299.4214342,NA,0.042116479,0,0.006,7,33.49615916,0.905,550,-0.429583976,-1.79326904,1.363685064,0.001097006
+"US_EDN",2020,33,671,11.97354167,-5.43145,294.3583631,NA,0.043751458,0,0.006,7,33.44627544,0.905,550,0.264554027,-1.227554988,1.492109015,-0.003306303
+"US_EDN",2020,34,672,9.227291667,4.3716875,322.189114,NA,0.045386438,0,0.006,7,33.39639172,0.905,550,0.433036861,-1.066173377,1.499210238,0.000163619
+"US_EDN",2020,35,673,9.951520833,11.5057625,305.5249305,NA,0.047021418,0,0.006,7,33.34650799,0.905,550,0.375360855,-1.10192335,1.477284204,0.003180762
+"US_EDN",2020,36,674,9.619583333,13.5532625,321.3423719,NA,0.048656397,0,0.006,7,33.29662427,0.905,550,-0.018677343,-1.521881011,1.503203668,0.002886647
+"US_EDN",2020,37,675,11.4464375,9.60305,331.6721295,NA,0.043347834,0,0.006,7,33.24674055,0.905,550,-0.135319888,-1.547661208,1.412341321,-0.001696628
+"US_EDN",2020,38,676,11.30620833,10.5024875,331.9505435,NA,0.038039271,0,0.006,7,33.19685683,0.905,550,-0.001212574,-1.394473948,1.393261375,-0.004744616
+"US_EDN",2020,39,677,11.81,7.0948625,334.4647805,NA,0.032730709,0,0.006,7,33.14697311,0.905,550,-0.023613396,-1.366474808,1.342861412,0.003392478
+"US_EDN",2020,40,678,13.339375,12.92831797,387.9715209,NA,0.027422146,0,0.006,7,33.09708939,0.905,550,0.704469678,-0.997705506,1.702175184,0.002876655
+"US_EDN",2020,41,679,13.08333333,20.09264844,369.273096,NA,0.022113583,0,0.006,7,33.04720567,0.905,550,0.680869735,-0.765131948,1.446001683,0.003050327
+"US_EDN",2020,42,680,13.896875,16.21409844,370.0422216,NA,0.01680502,0,0.006,7,32.99732195,0.905,550,0.754316508,-0.699541635,1.453858143,0.003477764
+"US_EDN",2020,43,681,11.6125,12.33554844,369.0167207,NA,0.011496457,0,0.006,7,32.94743823,0.905,550,0.269776783,-1.090497587,1.36027437,0.001884434
+"US_EDN",2020,44,682,9.648958333,8.456998437,366.538427,NA,0.006187894,0,0.006,7,32.89755451,0.905,550,-0.226311318,-1.586926923,1.360615605,0.000794383
+"US_EDN",2020,45,683,11.37708333,4.578448437,351.6686647,NA,0.000879331,0,0.006,7,32.84767078,0.905,550,-0.117099365,-1.421806176,1.304706811,0.001555482
+"US_EDN",2020,46,684,10.50833333,0.699898437,363.2910077,NA,-0.004429232,0,0.006,7,32.79778706,0.905,550,-0.277034051,-1.550496514,1.273462463,0.001731242
+"US_EDN",2020,47,685,11.74375,-3.178651563,350.8995391,NA,-0.009737794,0,0.006,7,32.74790334,0.905,550,-0.351633754,-1.56688343,1.215249677,0.001777667
+"US_EDN",2020,48,686,15.83614583,-9.262194531,362.3452246,NA,-0.015046357,0,0.006,7,32.69801962,0.905,550,-0.650556137,-1.871234629,1.220678491,0.000236564
+"US_EDN",2020,49,687,19.26770833,-3.079749999,367.0195548,NA,-0.02035492,0,0.006,7,32.6481359,0.905,550,-0.164263726,-1.421574338,1.257310612,-0.000477437
+"US_EDN",2020,50,688,17.93854167,2.433875,360.4131898,NA,-0.025663483,0,0.006,7,32.59825218,0.905,550,-0.450815276,-1.761460064,1.310644788,0.001019262
+"US_EDN",2020,51,689,19.56739583,2.36001875,345.49096,NA,-0.021376761,0,0.006,7,32.54836846,0.905,550,-0.176051216,-1.449822675,1.273771459,0.007821391
+"US_EDN",2020,52,690,20.91375,-1.832968749,323.4577428,NA,-0.017090039,0,0.006,7,32.49848474,0.905,550,0.096376178,-1.144801605,1.241177784,0.008186685
+"US_EDN",2020,53,691,21.51854167,-1.2955,372.0409707,NA,-0.012803317,0,0.006,7,32.44860102,0.905,550,-0.304947385,-1.509397563,1.204450178,0.005784788
+"US_EDN",2020,54,692,19.36333333,6.879875,291.3425514,NA,-0.008516595,0,0.006,7,32.3987173,0.905,550,-0.402268225,-1.634586895,1.232318671,0.001319925
+"US_EDN",2020,55,693,18.96270833,4.99398125,395.9411522,NA,-0.004229873,0,0.006,7,32.34883358,0.905,550,-0.369103008,-1.628430886,1.259327878,0.003280773
+"US_EDN",2020,56,694,24.03854167,-0.60739375,402.0378481,NA,0.0000568,0,0.006,7,32.29894985,0.905,550,0.10149815,-1.13602865,1.2375268,0.005995159
+"US_EDN",2020,57,695,20.884375,-1.836625,411.5557882,NA,0.004343571,0,0.006,7,32.24906613,0.905,550,-0.373499336,-1.565509365,1.192010029,0.008137725
+"US_EDN",2020,58,696,15.25208333,-6.8749375,399.351907,NA,0.008630293,0,0.006,7,32.19918241,0.905,550,-0.711640663,-1.906999094,1.195358431,0.003833334
+"US_EDN",2020,59,697,14.74916667,-10.664275,361.8494239,NA,0.012917015,0,0.006,7,32.14929869,0.905,550,-0.602177379,-1.712013237,1.109835858,0.002105122
+"US_EDN",2020,60,698,11.37520833,-6.7257625,400.6778903,NA,0.017203736,0,0.006,7,32.09941497,0.905,550,-1.061089788,-2.218614709,1.15752492,0.001059912
+"US_EDN",2020,61,699,11.51958333,-8.1005125,310.8487286,NA,0.021490458,0,0.006,7,32.04953125,0.905,550,-0.29720371,-1.802447187,1.505243477,0.000620835
+"US_EDN",2020,62,700,15.92458333,-11.02405,443.4292843,NA,0.02577718,0,0.006,7,31.99964753,0.905,550,1.377524293,-0.376359469,1.753883762,0.002846522
+"US_EDN",2020,63,701,15.67541667,-11.8532875,444.3739986,NA,0.030063902,0,0.006,7,31.94976381,0.905,550,0.207992673,-1.15483367,1.362826343,0.00940953
+"US_EDN",2020,64,702,15.26375,-9.47965,428.606396,NA,0.034350624,0,0.006,7,31.89988009,0.905,550,-0.316743964,-1.581546687,1.264802723,0.007584864
+"US_EDN",2020,65,703,12.87958333,-3.5930875,354.58383,NA,0.038637346,0,0.006,7,31.84999637,0.905,550,-0.85882295,-2.123840328,1.265017378,0.001144809
+"US_EDN",2020,66,704,12.68458333,-4.7660125,321.7645014,NA,0.040296188,0,0.006,7,31.80011265,0.905,550,-0.751770546,-1.97159673,1.219826185,-0.002716457
+"US_EDN",2020,67,705,10.736875,0.9962375,270.4136869,NA,0.041955031,0,0.006,7,31.75022892,0.905,550,-0.539955604,-1.834344293,1.294388688,0.002257435
+"US_EDN",2020,68,706,11.46604167,3.7121,318.1143226,NA,0.043613873,0,0.006,7,31.7003452,0.905,550,-0.395958056,-1.71275271,1.316794653,0.000558193
+"US_EDN",2020,69,707,13.14583333,5.9424125,393.1242551,NA,0.045272715,0,0.006,7,31.65046148,0.905,550,0.090537557,-1.270546802,1.361084359,0.001826711
+"US_EDN",2020,70,708,15.1196875,1.090568749,352.9714567,NA,0.046931557,0,0.006,7,31.60057776,0.905,550,-0.239703799,-1.486396189,1.24669239,0.001361838
+"US_EDN",2020,71,709,15.291875,-1.209943751,468.8130852,NA,0.048590399,0,0.006,7,31.55069404,0.905,550,-0.710849724,-1.959303366,1.248453642,0.001876181
+"US_EDN",2020,72,710,14.51958333,-5.7897625,491.4109058,NA,0.050249241,0,0.006,7,31.50081032,0.905,550,-1.110400985,-2.37382503,1.263424045,-0.00155538
+"US_EDN",2020,73,711,14.11229167,-7.481875,474.7988677,NA,0.051908084,0,0.006,7,31.4509266,0.905,550,-1.024901035,-2.268551775,1.24365074,-0.000320659
+"US_EDN",2020,74,712,11.754375,2.6839625,141.7063965,NA,0.053566926,0,0.006,7,31.40104288,0.905,550,-0.311532458,-1.518152945,1.206620488,0.000518038
+"US_EDN",2020,75,713,10.816875,6.177875,188.9650377,NA,0.055225768,0,0.006,7,31.35115916,0.905,550,-0.375559937,-1.591609659,1.216049723,0.000563395
+"US_EDN",2020,76,714,9.7010625,3.170975,423.4530195,NA,0.05688461,0,0.006,7,31.30127544,0.905,550,-1.165327504,-2.381687556,1.216360052,-0.004041814
+"US_EDN",2020,77,715,10.0061875,1.8561875,493.8567739,NA,0.058543452,0,0.006,7,31.25139172,0.905,550,-1.21668774,-2.447006046,1.230318306,-0.001624849
+"US_EDN",2020,78,716,10.960625,-0.1240375,227.920143,NA,0.060202295,0,0.006,7,31.20150799,0.905,550,-0.673228546,-1.824735305,1.151506759,-0.001861536
+"US_EDN",2020,79,717,12.53791667,1.571,421.2852602,NA,0.061861137,0,0.006,7,31.15162427,0.905,550,-0.790679692,-1.976822038,1.186142345,0.004897055
+"US_EDN",2020,80,718,13.07416667,4.7285375,515.765296,NA,0.058871733,0,0.006,7,31.10174055,0.905,550,-0.78493137,-1.994868134,1.209936764,-0.000322627
+"US_EDN",2020,81,719,13.33041667,4.2195875,259.7660906,NA,0.055882329,0,0.006,7,31.05185683,0.905,550,-0.407756054,-1.585995474,1.17823942,-0.00093413
+"US_EDN",2020,82,720,13.881875,0.3351875,448.6839491,NA,0.052892924,0,0.006,7,31.00197311,0.905,550,-0.869528072,-2.020768515,1.151240443,0.004364244
+"US_EDN",2020,83,721,12.52875,4.98155,151.8747517,NA,0.04990352,0,0.006,7,30.95208939,0.905,550,-0.268901599,-1.430872839,1.16197124,0.001142299
+"US_EDN",2020,84,722,12.11583333,5.4671,298.9297775,NA,0.046914116,0,0.006,7,30.90220567,0.905,550,-0.756980773,-1.914597759,1.157616987,0.001436238
+"US_EDN",2020,85,723,10.91354167,5.3954375,530.1450139,NA,0.043924712,0,0.006,7,30.85232195,0.905,550,-1.225343368,-2.437400872,1.212057504,-0.002511167
+"US_EDN",2020,86,724,10.413125,4.6934375,492.6549464,NA,0.040935308,0,0.006,7,30.80243823,0.905,550,-1.228539401,-2.41713392,1.188594519,-0.002305596
+"US_EDN",2020,87,725,11.69875,5.037125,499.69706,NA,0.037945904,0,0.006,7,30.75255451,0.905,550,-1.130975089,-2.298131213,1.167156124,0.00266063
+"US_EDN",2020,88,726,12.580625,2.6942,284.753675,NA,0.0349565,0,0.006,7,30.70267078,0.905,550,-0.995093651,-2.087490493,1.092396842,-0.000497801
+"US_EDN",2020,89,727,13.78770833,-3.7334875,393.1912992,NA,0.031967096,0,0.006,7,30.65278706,0.905,550,-1.195637472,-2.272124136,1.076486664,0.002252027
+"US_EDN",2020,90,728,14.39854167,-2.070625,544.8202225,NA,0.028977692,0,0.006,7,30.60290334,0.905,550,-1.285724605,-2.412739977,1.127015372,0.00028205
+"US_EDN",2020,91,729,14.35,-10.6803625,491.4531188,NA,0.025988288,0,0.006,7,30.55301962,0.905,550,-1.231727517,-2.351397196,1.119669679,-0.000773014
+"US_EDN",2020,92,730,13.07041667,-18.99175,585.143524,NA,0.022998883,0,0.006,7,30.5031359,0.905,550,-1.080088703,-2.241914973,1.161826271,0.001555187
+"US_EDN",2020,93,731,12.30479167,-17.5599625,592.2030195,NA,0.020009479,0,0.006,7,30.45325218,0.905,550,-0.581694204,-1.721837298,1.140143094,-0.001770698
+"US_EDN",2020,94,732,12.49916667,-13.840825,580.1152165,NA,0.023608954,0,0.006,7,30.40336846,0.905,550,-1.316365305,-2.459235113,1.142869808,-0.002202123
+"US_EDN",2020,95,733,12.755625,-7.013875,250.5686333,NA,0.027208429,0,0.006,7,30.35348474,0.905,550,-0.513147941,-1.604640376,1.091492435,-0.000558631
+"US_EDN",2020,96,734,12.276875,-6.077875,127.8357171,NA,0.030807904,0,0.006,7,30.30360102,0.905,550,-0.3916493,-1.633535732,1.241886432,-0.00100294
+"US_EDN",2020,97,735,9.438479167,6.7116875,194.8996822,NA,0.034407379,0,0.006,7,30.2537173,0.905,550,-0.644778112,-1.798676596,1.153898485,0.001761661
+"US_EDN",2020,98,736,11.3995625,7.915325,596.3423719,NA,0.038006854,0,0.006,7,30.20383358,0.905,550,-1.166683707,-2.35559698,1.188913273,-0.000766686
+"US_EDN",2020,99,737,13.55375,0.959675,507.1935836,NA,0.041606329,0,0.006,7,30.15394985,0.905,550,-1.357089811,-2.46647789,1.109388079,0.004033966
+"US_EDN",2020,100,738,15.0625,-0.01435,297.6360747,NA,0.045205803,0,0.006,7,30.10406613,0.905,550,-1.0345681,-2.156169739,1.121601639,0.000185642
+"US_EDN",2020,101,739,14.81166667,0.33665,575.4047477,NA,0.048805278,0,0.006,7,30.05418241,0.905,550,-2.000282273,-3.108601376,1.108319104,-0.000271285
+"US_EDN",2020,102,740,13.42166667,0.140675,415.9092324,NA,0.052404753,0,0.006,7,30.00429869,0.905,550,-1.684453104,-2.785711581,1.101258477,0.006516609
+"US_EDN",2020,103,741,14.09083333,-2.6629375,439.814263,NA,0.056004228,0,0.006,7,29.95441497,0.905,550,-2.404991134,-3.499461965,1.094470831,-0.003168155
+"US_EDN",2020,104,742,15.168125,-4.0844875,626.4302741,NA,0.059603703,0,0.006,7,29.90453125,0.905,550,-2.091694154,-3.170471817,1.078777663,-0.001415685
+"US_EDN",2020,105,743,16.62708333,-6.206575,641.7188121,NA,0.063203178,0,0.006,7,29.85464753,0.905,550,-0.793484017,-1.942077446,1.148593429,0.000944974
+"US_EDN",2020,106,744,16.544375,-12.0814375,628.4242153,NA,0.066802653,0,0.006,7,29.80476381,0.905,550,-1.087005518,-2.151308232,1.064302714,0.0000316
+"US_EDN",2020,107,745,14.296875,-11.2639,422.8446563,NA,0.070402127,0,0.006,7,29.75488009,0.905,550,-1.562323779,-2.626436976,1.064113197,0.000585883
+"US_EDN",2020,108,746,14.599375,-9.6068875,426.7207986,NA,0.070365865,0,0.006,7,29.70499637,0.905,550,-1.411045907,-2.462133547,1.05108764,-0.000983289
+"US_EDN",2020,109,747,15.20020833,-6.00475,511.9288836,NA,0.070329603,0,0.006,7,29.65511265,0.905,550,-1.376644002,-2.485400316,1.108756314,0.000788612
+"US_EDN",2020,110,748,14.859375,-5.071675,629.9264998,NA,0.070293341,0,0.006,7,29.60522892,0.905,550,-1.979213332,-3.092016362,1.112803031,0.000221906
+"US_EDN",2020,111,749,14.61083333,-1.9521625,501.6835518,NA,0.070257079,0,0.006,7,29.5553452,0.905,550,-1.748882391,-2.809062444,1.060180053,0.0000294
+"US_EDN",2020,112,750,14.42395833,1.334075,530.125149,NA,0.070220817,0,0.006,7,29.50546148,0.905,550,-1.890105157,-2.985926968,1.095821811,-0.000177997
+"US_EDN",2020,113,751,15.32166667,-1.567525,668.2210965,NA,0.070184555,0,0.006,7,29.68072917,0.905,550,-2.250117119,-3.332403075,1.082285956,-0.001084887
+"US_EDN",2020,114,752,15.23729167,-6.563425,603.7470203,NA,0.070148293,0,0.006,7,30.04666667,0.905,550,-2.241017836,-3.359231313,1.118213477,0.00068761
+"US_EDN",2020,115,753,16.77541667,-12.3593125,675.7548669,NA,0.07011203,0,0.006,7,30.32260417,0.905,550,-1.944591041,-3.021851777,1.077260736,-0.000556114
+"US_EDN",2020,116,754,17.47916667,-15.379375,617.2005364,NA,0.070075768,0,0.006,7,30.528125,0.905,550,-1.75019636,-2.850282281,1.100085922,0.000102765
+"US_EDN",2020,117,755,14.769375,-11.1425125,669.398093,NA,0.070039506,0,0.006,7,30.855,0.905,550,-2.602349761,-3.799809141,1.19745938,-0.000347348
+"US_EDN",2020,118,756,15.40833333,-9.4460125,676.4377235,NA,0.070003244,0,0.006,7,30.96291667,0.905,550,-2.405230853,-3.521193988,1.115963136,0.000485523
+"US_EDN",2020,119,757,16.43083333,-15.332575,691.003675,NA,0.069966982,0,0.006,7,30.69270833,0.905,550,-2.170690293,-3.336581167,1.165890874,0.000790602
+"US_EDN",2020,120,758,13.93020833,-11.980525,454.1021057,NA,0.06993072,0,0.006,7,30.4278125,0.905,550,-1.968724495,-3.044817948,1.076093453,0.002122704
+"US_EDN",2020,121,759,14.17958333,-16.67515,643.3402861,NA,0.069894458,0,0.006,7,30.75020833,0.905,550,-2.36062362,-3.553292342,1.192668722,0.002561863
+"US_EDN",2020,122,760,14.76666667,-22.375975,679.5441001,NA,0.070122179,0,0.006,7,32.79666667,0.905,550,-1.83748652,-3.06713325,1.229646731,-0.00018695
+"US_EDN",2020,123,761,15.72791667,-15.6908875,581.7714541,NA,0.070349899,0,0.006,7,32.579375,0.905,550,-1.944339974,-3.079402105,1.135062132,0.000622865
+"US_EDN",2020,124,762,14.26958333,-5.176975,701.2713548,NA,0.07057762,0,0.006,7,29.99885417,0.905,550,-2.142653034,-3.285382929,1.142729894,0.001371637
+"US_EDN",2020,125,763,14.80770833,-1.8790375,694.6786849,NA,0.070805341,0,0.006,7,29.03604167,0.905,550,-2.060513662,-3.179813704,1.119300042,0.000542012
+"US_EDN",2020,126,764,14.54166667,0.81635,672.7130513,NA,0.071033062,0,0.006,7,28.03010417,0.905,550,-2.548711994,-3.637600799,1.088888805,0.000426428
+"US_EDN",2020,127,765,15.99520833,0.041225,695.7911204,NA,0.071260783,0,0.006,7,27.11375,0.905,550,-2.115660166,-3.242057073,1.126396907,0.0000476
+"US_EDN",2020,128,766,18.1875,-8.1970375,691.026023,NA,0.071488504,0,0.006,7,26.80270833,0.905,550,-1.721298061,-2.879944112,1.158646051,-0.00175741
+"US_EDN",2020,129,767,18.58125,-10.137775,676.7183155,NA,0.071716225,0,0.006,7,26.56229167,0.905,550,-1.695905708,-2.848523961,1.152618252,-0.0031921
+"US_EDN",2020,130,768,14.24979167,-2.1627625,687.0182757,NA,0.071943946,0,0.006,7,26.33739583,0.905,550,-3.032957644,-4.197033644,1.164076,0.003508323
+"US_EDN",2020,131,769,14.95854167,-1.73425,601.7803933,NA,0.072171667,0,0.006,7,26.12697917,0.905,550,-2.356417694,-3.530609858,1.174192164,0.00256218
+"US_EDN",2020,132,770,16.15354167,-3.05635,428.6178983,NA,0.072399388,0,0.006,7,25.96635417,0.905,550,-0.915744215,-2.085099051,1.169354836,0.000850304
+"US_EDN",2020,133,771,15.35020833,-1.40665,606.5007946,NA,0.072627109,0,0.006,7,25.85104167,0.905,550,-2.354182266,-3.47923014,1.125047874,0.000649623
+"US_EDN",2020,134,772,15.51354167,-1.5748375,470.0114223,NA,0.07285483,0,0.006,7,25.76083333,0.905,550,-2.229548116,-3.372983513,1.143435397,-0.000805717
+"US_EDN",2020,135,773,16.59875,-3.57626875,528.9561227,NA,0.073082551,0,0.006,7,25.70041667,0.905,550,-2.215756658,-3.377551964,1.161795306,0.0000671
+"US_EDN",2020,136,774,16.81333333,-5.7532,699.2103695,NA,0.073366342,0,0.006,7,25.70447917,0.905,550,-1.492698013,-2.662701444,1.170003431,0.000542574
+"US_EDN",2020,137,775,18.11354167,-11.2419625,680.0357569,NA,0.073650133,0,0.006,7,25.83770833,0.905,550,-2.107219091,-3.342815066,1.235595975,-0.0000243
+"US_EDN",2020,138,776,19.40291667,-14.1757375,522.621176,NA,0.073933924,0,0.006,7,26.04791667,0.905,550,-1.242209187,-2.552879639,1.310670453,-0.002182571
+"US_EDN",2020,139,777,16.9375,-9.0833125,752.1876242,NA,0.074217715,0,0.006,7,26.19895833,0.905,550,-2.492135734,-3.636417597,1.144281863,-0.000122801
+"US_EDN",2020,140,778,15.95958333,-1.2955,687.2169249,NA,0.074501506,0,0.006,7,26.28427083,0.905,550,-2.535538254,-3.63668371,1.101145456,0.002243886
+"US_EDN",2020,141,779,16.11833333,0.9699125,591.4009734,NA,0.074785297,0,0.006,7,26.31020833,0.905,550,-2.525548021,-3.661460597,1.135912576,0.001767382
+"US_EDN",2020,142,780,16.75208333,-3.343,735.3123758,NA,0.075069089,0,0.006,7,26.24125,0.905,550,-2.703468768,-3.867062104,1.163593336,0.001475793
+"US_EDN",2020,143,781,15.98145833,-2.199325,711.4471593,NA,0.07535288,0,0.006,7,26.15552083,0.905,550,-2.967256619,-4.121244539,1.15398792,0.002307586
+"US_EDN",2020,144,782,17.10958333,-2.09695,741.544994,NA,0.075636671,0,0.006,7,26.12510417,0.905,550,-2.234833586,-3.346856924,1.112023338,0.00161298
+"US_EDN",2020,145,783,19.55208333,-6.908575,743.014998,NA,0.075920462,0,0.006,7,26.17385417,0.905,550,-2.169216044,-3.34257833,1.173362286,-0.0000494
+"US_EDN",2020,146,784,23.23875,-14.9143,747.2139452,NA,0.076204253,0,0.006,7,26.32791667,0.905,550,-1.209760528,-2.441192732,1.231432204,-0.0008448
+"US_EDN",2020,147,785,24.20541667,-18.479875,745.3242948,NA,0.076488044,0,0.006,7,26.60625,0.905,550,-1.784597274,-3.016414291,1.231817017,0.000148993
+"US_EDN",2020,148,786,22.485625,-15.7610875,753.2851609,NA,0.076771835,0,0.006,7,26.92708333,0.905,550,-2.053919417,-3.185735522,1.131816105,0.0000923
+"US_EDN",2020,149,787,17.65625,-6.98755,728.1634883,NA,0.077055626,0,0.006,7,27.12875,0.905,550,-3.134748226,-4.286602176,1.15185395,-0.000626973
+"US_EDN",2020,150,788,18.49166667,-6.7930375,657.7994636,NA,0.076877524,0,0.006,7,27.30260417,0.905,550,-3.157014943,-4.321726774,1.164711831,0.001788536
+"US_EDN",2020,151,789,19.76791667,-5.566,476.5147,NA,0.076699422,0,0.006,7,27.5228125,0.905,550,-2.141787867,-3.388692081,1.246904215,-0.00017592
+"US_EDN",2020,152,790,17.570625,1.41305,477.8953119,NA,0.07652132,0,0.006,7,27.66916667,0.905,550,-3.187257206,-4.314998141,1.127740935,0.001891893
+"US_EDN",2020,153,791,18.34416667,0.8763125,742.0366508,NA,0.076343217,0,0.006,7,27.68552083,0.905,550,-2.831709264,-3.944218352,1.112509088,0.007491792
+"US_EDN",2020,154,792,22.45375,-5.4884875,730.34118,NA,0.076165115,0,0.006,7,27.53760417,0.905,550,-1.983750148,-3.0838682,1.100118053,0.002853601
+"US_EDN",2020,155,793,24.45833333,-9.4855,750.6530592,NA,0.075987013,0,0.006,7,27.2925,0.905,550,-1.58036347,-2.74264701,1.16228354,-0.004509743
+"US_EDN",2020,156,794,21.15395833,-7.4043625,754.822209,NA,0.075808911,0,0.006,7,27.06229167,0.905,550,-2.106893507,-3.216510377,1.109616871,0.000899306
+"US_EDN",2020,157,795,16.76520833,7.09925,679.4720898,NA,0.075630808,0,0.006,7,26.85208333,0.905,550,-2.62798662,-3.698266202,1.070279582,0.005521487
+"US_EDN",2020,158,796,15.76291667,16.4753375,724.8634287,NA,0.075452706,0,0.006,7,26.69125,0.905,550,-3.258003738,-4.36698907,1.108985332,0.003163584
+"US_EDN",2020,159,797,14.835625,21.87635,758.4425904,NA,0.075274604,0,0.006,7,26.56635417,0.905,550,-2.827282703,-3.907641995,1.080359293,0.003489431
+"US_EDN",2020,160,798,16.09666667,17.4376625,761.3875646,NA,0.075096502,0,0.006,7,26.46572917,0.905,550,-2.249128374,-3.285004196,1.035875822,0.008369878
+"US_EDN",2020,161,799,18.32541667,9.0750875,764.8341279,NA,0.074918399,0,0.006,7,26.400625,0.905,550,-2.081408329,-3.153270573,1.071862244,0.002188512
+"US_EDN",2020,162,800,18.53270833,1.111775,704.087207,NA,0.074740297,0,0.006,7,26.35041667,0.905,550,-2.805225593,-3.910051027,1.104825435,0.002076984
+"US_EDN",2020,163,801,17.82958333,-2.2914625,698.9595749,NA,0.074562195,0,0.006,7,26.3153125,0.905,550,-2.777101952,-3.905487668,1.128385716,0.003409888
+"US_EDN",2020,164,802,15.709375,3.3494,570.1703417,NA,0.074559525,0,0.006,7,26.31958333,0.905,550,-2.581948134,-3.703202646,1.121254512,0.004992576
+"US_EDN",2020,165,803,15.803125,3.17975,737.9419944,NA,0.074556856,0,0.006,7,26.40854167,0.905,550,-1.656992492,-2.826925667,1.169933176,0.00614913
+"US_EDN",2020,166,804,16.626875,0.836825,619.6265395,NA,0.074554187,0,0.006,7,26.6415625,0.905,550,-2.081479858,-3.259124679,1.177644821,0.002723015
+"US_EDN",2020,167,805,16.57958333,1.6529,690.894418,NA,0.074551517,0,0.006,7,27.17229167,0.905,550,-2.721954266,-3.811489329,1.089535062,0.003207005
+"US_EDN",2020,168,806,16.13708333,1.0430375,766.3016488,NA,0.074548848,0,0.006,7,28.1228125,0.905,550,-2.169630528,-3.371086087,1.201455559,0.004538008
+"US_EDN",2020,169,807,19.75666667,-3.8738875,764.3250894,NA,0.074546178,0,0.006,7,29.01864583,0.905,550,-1.450890805,-2.612693205,1.1618024,0.001419393
+"US_EDN",2020,170,808,22.87979167,-9.4109125,763.3045292,NA,0.074543509,0,0.006,7,29.36427083,0.905,550,-1.386074386,-2.572370066,1.18629568,0.004036141
+"US_EDN",2020,171,809,18.83104167,-2.5049875,763.4386174,NA,0.07454084,0,0.006,7,29.31677083,0.905,550,-2.544756495,-3.70313301,1.158376515,0.015699491
+"US_EDN",2020,172,810,17.7525,1.51835,689.488975,NA,0.07453817,0,0.006,7,29.09291667,0.905,550,-2.901086153,-4.045416499,1.144330346,0.014991933
+"US_EDN",2020,173,811,18.27291667,1.922,740.4549066,NA,0.074535501,0,0.006,7,28.81291667,0.905,550,-2.58364713,-3.741547366,1.157900236,0.019404131
+"US_EDN",2020,174,812,19.30125,0.0266,764.1736194,NA,0.074532831,0,0.006,7,28.5378125,0.905,550,-2.631359704,-3.774378926,1.143019221,0.00743408
+"US_EDN",2020,175,813,18.91375,-0.508675,734.0385379,NA,0.074530162,0,0.006,7,28.27270833,0.905,550,-2.694121323,-3.865883341,1.171762018,0.00562197
+"US_EDN",2020,176,814,19.531875,-4.615375,723.8701828,NA,0.074527493,0,0.006,7,28.0225,0.905,550,-2.631138785,-3.812639722,1.181500938,0.005199827
+"US_EDN",2020,177,815,18.95020833,-4.299475,741.7461263,NA,0.074524823,0,0.006,7,27.7971875,0.905,550,-3.01162211,-4.180232923,1.168610812,0.007111228
+"US_EDN",2020,178,816,18.93416667,-2.497675,751.253973,NA,0.077823877,0,0.006,7,27.61166667,0.905,550,-3.044482552,-4.168040516,1.123557963,0.001634386
+"US_EDN",2020,179,817,18.62708333,-2.4903625,726.1000199,NA,0.081122932,0,0.006,7,27.46145833,0.905,550,-2.733356239,-3.862577519,1.12922128,0.004567467
+"US_EDN",2020,180,818,17.726875,-0.426775,763.2250695,NA,0.084421986,0,0.006,7,27.3459375,0.905,550,-2.706046424,-3.889180316,1.183133893,0.0051501
+"US_EDN",2020,181,819,19.23041667,0.4404875,765.8770362,NA,0.08772104,0,0.006,7,27.26083333,0.905,550,-2.822076694,-3.977190919,1.155114224,0.00207467
+"US_EDN",2020,182,820,20.02354167,0.9114125,766.1700437,NA,0.091020094,0,0.006,7,27.16125,0.905,550,-2.694458671,-3.788267951,1.093809279,0.001821571
+"US_EDN",2020,183,821,18.568125,0.883625,746.4193484,NA,0.094319148,0,0.006,7,27.06572917,0.905,550,-3.01265956,-4.156578108,1.143918549,0.007954531
+"US_EDN",2020,184,822,18.056875,4.8484625,760.0019865,NA,0.097618202,0,0.006,7,27.00552083,0.905,550,-2.659183464,-3.764529037,1.105345573,0.009305259
+"US_EDN",2020,185,823,17.705625,9.9350375,741.1427294,NA,0.100917256,0,0.006,7,26.9653125,0.905,550,-3.310056721,-4.451141835,1.141085113,0.006567464
+"US_EDN",2020,186,824,20.0075,6.7892,762.6365713,NA,0.10421631,0,0.006,7,26.9353125,0.905,550,-2.216196263,-3.358126597,1.141930335,0.002885843
+"US_EDN",2020,187,825,19.63583333,7.25135,764.3946166,NA,0.107515365,0,0.006,7,26.890625,0.905,550,-2.677836904,-3.805660165,1.127823261,0.009220544
+"US_EDN",2020,188,826,17.20479167,12.3189125,764.5609853,NA,0.110814419,0,0.006,7,26.8453125,0.905,550,-3.172549977,-4.247276309,1.074726333,0.007611036
+"US_EDN",2020,189,827,17.97104167,9.5635625,756.3816051,NA,0.114113473,0,0.006,7,26.82510417,0.905,550,-3.345771089,-4.440567865,1.094796777,0.005782154
+"US_EDN",2020,190,828,18.87617325,4.5705875,757.8987882,NA,0.117412527,0,0.006,7,26.81020833,0.905,550,-3.096180258,-4.245554122,1.149373864,0.004680505
+"US_EDN",2020,191,829,19.17466009,1.913225,757.8640246,NA,0.137997143,0,0.006,7,26.79020833,0.905,550,-2.429351226,-3.61084115,1.181489924,0.002143564
+"US_EDN",2020,192,830,19.12875,3.1431875,663.3169448,NA,0.137814286,0,0.006,7,26.77510417,0.905,550,-2.643582227,-3.877533546,1.233951319,0.000349064
+"US_EDN",2020,193,831,20.401875,-0.9810625,756.8807112,NA,0.137631429,0,0.006,7,26.77979167,0.905,550,-2.029626748,-3.241382354,1.211755606,0.000725633
+"US_EDN",2020,194,832,20.29458333,-3.8475625,758.4152761,NA,0.137448571,0,0.006,7,26.83895833,0.905,550,-1.9956679,-3.179990188,1.184322288,-0.001073821
+"US_EDN",2020,195,833,17.73833333,-0.789475,751.9641438,NA,0.137265714,0,0.006,7,27.08583333,0.905,550,-3.188733761,-4.413555676,1.224821915,0.005246482
+"US_EDN",2020,196,834,18.405625,-0.801175,744.3136671,NA,0.137082857,0,0.006,7,27.70614583,0.905,550,-2.538807739,-3.730649215,1.191841476,0.005692123
+"US_EDN",2020,197,835,18.83583333,-1.1785,647.7999603,NA,0.1369,0,0.006,7,28.31625,0.905,550,-2.940679392,-4.117651489,1.176972097,0.00272941
+"US_EDN",2020,198,836,18.14229167,0.222575,695.026321,NA,0.136717143,0,0.006,7,28.6028125,0.905,550,-3.299407284,-4.484468336,1.185061052,0.005391765
+"US_EDN",2020,199,837,19.326875,-0.654925,721.5062574,NA,0.136534286,0,0.006,7,28.74427083,0.905,550,-2.843937635,-4.012010542,1.168072907,0.010299095
+"US_EDN",2020,200,838,19.17416667,2.884325,683.3755463,NA,0.136351429,0,0.006,7,28.75552083,0.905,550,-2.924012124,-4.137071462,1.213059338,0.005887327
+"US_EDN",2020,201,839,18.334375,6.476225,591.2941994,NA,0.136168571,0,0.006,7,28.6565625,0.905,550,-3.120960343,-4.322093935,1.201133592,0.006394197
+"US_EDN",2020,202,840,17.578125,8.6772875,639.1562376,NA,0.135985714,0,0.006,7,28.47229167,0.905,550,-3.27636118,-4.438049649,1.161688469,0.009400277
+"US_EDN",2020,203,841,17.73958333,5.8649,618.0671434,NA,0.135802857,0,0.006,7,28.26697917,0.905,550,-3.030795339,-4.246979587,1.216184248,0.004208182
+"US_EDN",2020,204,842,18.02583333,3.8832125,615.7801947,NA,0.13562,0,0.006,7,28.08677083,0.905,550,-2.199345224,-3.424072316,1.224727092,0.003707804
+"US_EDN",2020,205,843,17.24979167,4.7651,656.9974176,NA,0.135567143,0,0.006,7,27.9265625,0.905,550,-2.316690606,-3.532013547,1.215322941,0.00370271
+"US_EDN",2020,206,844,16.05666667,7.20455,686.9388161,NA,0.135514286,0,0.006,7,27.79614583,0.905,550,-3.082121015,-4.298177725,1.21605671,0.005518562
+"US_EDN",2020,207,845,17.74645833,2.866775,718.9362336,NA,0.135461429,0,0.006,7,27.70083333,0.905,550,-2.667628271,-3.901108766,1.233480495,0.001957193
+"US_EDN",2020,208,846,17.313125,3.4707875,679.0921732,NA,0.135408571,0,0.006,7,27.63552083,0.905,550,-3.068626136,-4.363148627,1.294522491,0.004921139
+"US_EDN",2020,209,847,16.651875,3.960725,678.8016488,NA,0.135355714,0,0.006,7,27.5953125,0.905,550,-3.267848036,-4.527000222,1.259152186,-0.001061534
+"US_EDN",2020,210,848,16.45708333,4.3907,651.9492451,NA,0.135302857,0,0.006,7,27.56041667,0.905,550,-3.485804616,-4.729519374,1.243714759,0.006807989
+"US_EDN",2020,211,849,16.450625,4.8543125,637.3088002,NA,0.13525,0,0.006,7,27.53510417,0.905,550,-3.345392422,-4.56589021,1.220497788,0.003560392
+"US_EDN",2020,212,850,16.47854167,6.8009,609.9076281,NA,0.135197143,0,0.006,7,27.52510417,0.905,550,-2.993627466,-4.210793228,1.217165761,0.007123572
+"US_EDN",2020,213,851,16.17833333,7.1987,581.0910807,NA,0.135144286,0,0.006,7,27.52979167,0.905,550,-2.822367559,-4.035921928,1.21355437,0.008752845
+"US_EDN",2020,214,852,16.87083333,6.3329,656.423818,NA,0.135091429,0,0.006,7,27.54489583,0.905,550,-2.864776263,-4.11275286,1.247976597,0.0073213
+"US_EDN",2020,215,853,17.17520833,5.838575,682.5660509,NA,0.135038571,0,0.006,7,27.5353125,0.905,550,-2.754209302,-3.986095108,1.231885806,0.011050191
+"US_EDN",2020,216,854,18.09458333,3.843725,704.3206198,NA,0.134985714,0,0.006,7,27.54447917,0.905,550,-2.265872681,-3.494073618,1.228200937,0.005914109
+"US_EDN",2020,217,855,17.07145833,3.8876,678.3497219,NA,0.134932857,0,0.006,7,27.57,0.905,550,-2.884630179,-4.135628356,1.250998178,0.006667876
+"US_EDN",2020,218,856,16.25541667,7.7939375,205.1499801,NA,0.13488,0,0.006,7,27.58958333,0.905,550,-1.264490931,-2.623427153,1.358936222,0.004073182
+"US_EDN",2020,219,857,17.53416667,1.5607625,669.9021653,NA,0.135057143,0,0.006,7,27.62958333,0.905,550,-2.559791238,-3.87476093,1.314969693,0.002509842
+"US_EDN",2020,220,858,18.55208333,-2.173,688.776321,NA,0.135234286,0,0.006,7,27.66958333,0.905,550,-2.045846555,-3.411159062,1.365312508,0.001849702
+"US_EDN",2020,221,859,18.66833333,-3.568225,675.8988876,NA,0.135411429,0,0.006,7,27.7046875,0.905,550,-2.391273427,-3.781101077,1.38982765,-0.0000541
+"US_EDN",2020,222,860,18.64,-5.3919625,678.5359555,NA,0.135588571,0,0.006,7,27.75427083,0.905,550,-2.246214918,-3.651657865,1.405442947,0.001313051
+"US_EDN",2020,223,861,17.61125,-3.9821125,680.8775328,NA,0.135765714,0,0.006,7,27.84385417,0.905,550,-2.347478984,-3.734368495,1.386889511,0.006220127
+"US_EDN",2020,224,862,17.66270833,-3.0490375,637.6365713,NA,0.135942857,0,0.006,7,28.0028125,0.905,550,-2.366037131,-3.763069493,1.397032362,0.004528006
+"US_EDN",2020,225,863,18.438125,-4.4676625,628.2628129,NA,0.13612,0,0.006,7,28.23729167,0.905,550,-2.178219143,-3.566804312,1.388585168,0.002079593
+"US_EDN",2020,226,864,22.40260417,-9.60469375,675.3477007,NA,0.136297143,0,0.006,7,28.48260417,0.905,550,-1.851003867,-3.286791251,1.435787384,0.00036597
+"US_EDN",2020,227,865,25.72854167,-14.95598125,608.2043313,NA,0.136474286,0,0.006,7,28.64895833,0.905,550,-0.830325756,-2.304680289,1.474354533,0.001289535
+"US_EDN",2020,228,866,25.5959375,-14.93258125,670.6802061,NA,0.136651429,0,0.006,7,28.73916667,0.905,550,-0.854004867,-2.26893069,1.414925823,-0.002765185
+"US_EDN",2020,229,867,24.82489583,-10.1889625,538.1115329,NA,0.136828571,0,0.006,7,28.809375,0.905,550,-1.101448033,-2.636828571,1.535380537,-0.001745818
+"US_EDN",2020,230,868,22.86270833,-4.9151875,451.7207986,NA,0.137005714,0,0.006,7,28.82041667,0.905,550,-1.334426684,-2.741870004,1.40744332,0.004124455
+"US_EDN",2020,231,869,23.09479167,-3.4029625,593.9461661,NA,0.137182857,0,0.006,7,28.75104167,0.905,550,-1.453969494,-2.763369268,1.309399774,0.000291127
+"US_EDN",2020,232,870,21.84145833,0.210875,546.5236393,NA,0.13736,0,0.006,7,28.64125,0.905,550,-2.00125319,-3.336354244,1.335101054,0.001733158
+"US_EDN",2020,233,871,18.90885417,5.97678125,614.0146237,NA,0.137633571,0,0.006,7,28.54083333,0.905,550,-1.770449151,-3.123664073,1.353214922,0.001891726
+"US_EDN",2020,234,872,19.83708333,4.803125,580.9445769,NA,0.137907143,0,0.006,7,28.46572917,0.905,550,-1.31127284,-2.652385841,1.341113001,0.003064102
+"US_EDN",2020,235,873,20.38125,3.1022375,530.0456893,NA,0.138180714,0,0.006,7,28.400625,0.905,550,-1.430111868,-2.791310305,1.361198437,0.001224294
+"US_EDN",2020,236,874,20.54729167,3.8715125,354.8493978,NA,0.138454286,0,0.006,7,28.3553125,0.905,550,-1.37815084,-2.779027045,1.400876205,0.000875544
+"US_EDN",2020,237,875,20.243125,3.4005875,436.3355895,NA,0.138727857,0,0.006,7,28.3253125,0.905,550,-1.545513574,-2.926069547,1.380555973,0.00098219
+"US_EDN",2020,238,876,17.92760417,7.138006249,529.0893083,NA,0.139001429,0,0.006,7,28.29041667,0.905,550,-2.312128301,-3.663640822,1.351512521,0.003549676
+"US_EDN",2020,239,877,15.93,9.518225,536.5191696,NA,0.139275,0,0.006,7,28.27489583,0.905,550,-2.330197195,-3.653468758,1.323271563,0.004024703
+"US_EDN",2020,240,878,16.129375,8.3994125,532.6703417,NA,0.139548571,0,0.006,7,28.27510417,0.905,550,-2.071279092,-3.418712644,1.347433552,0.001763555
+"US_EDN",2020,241,879,16.53666667,7.6155125,502.4558006,NA,0.139822143,0,0.006,7,28.27,0.905,550,-2.476937176,-3.824943651,1.348006475,0.001853836
+"US_EDN",2020,242,880,16.47958333,8.4579125,496.1462058,NA,0.140095714,0,0.006,7,28.27979167,0.905,550,-2.55463839,-3.906245754,1.351607364,0.000493215
+"US_EDN",2020,243,881,16.46010417,8.646575,507.3297987,NA,0.140369286,0,0.006,7,28.3046875,0.905,550,-2.536163678,-3.913461533,1.377297854,0.002384831
+"US_EDN",2020,244,882,16.2978125,10.220225,422.6337619,NA,0.140642857,0,0.006,7,28.33958333,0.905,550,-1.800269716,-3.198909499,1.398639783,0.0000487
+"US_EDN",2020,245,883,16.78833333,14.20115,342.6996424,NA,0.140916429,0,0.006,7,28.37958333,0.905,550,-1.35779561,-2.773035921,1.415240312,0.00258527
+"US_EDN",2020,246,884,17.1475,15.8216,431.9528919,NA,0.14119,0,0.006,7,28.4146875,0.905,550,-1.788813958,-3.173898783,1.385084825,0.00414346
+"US_EDN",2020,247,885,16.31166667,15.4340375,421.3866215,NA,0.1414,0,0.006,7,28.45447917,0.905,550,-1.476499411,-2.860770518,1.384271107,0.003349445
+"US_EDN",2020,248,886,17.420625,9.761,494.7357966,NA,0.14161,0,0.006,7,28.509375,0.905,550,-1.507676347,-2.919315399,1.411639053,0.002214984
+"US_EDN",2020,249,887,22.46864583,-0.672475,553.1514134,NA,0.14182,0,0.006,7,28.57916667,0.905,550,-1.048532813,-2.511552623,1.46301981,0.004117038
+"US_EDN",2020,250,888,26.661875,-9.6259,536.3453516,NA,0.14203,0,0.006,7,28.63958333,0.905,550,-0.492965033,-2.027431971,1.534466938,-0.00269879
+"US_EDN",2020,251,889,25.8784375,-13.04815,517.6444877,NA,0.14224,0,0.006,7,28.66979167,0.905,550,-0.502274137,-2.010754526,1.508480389,0.000573791
+"US_EDN",2020,252,890,19.57854167,-5.4256,273.2212814,NA,0.14245,0,0.006,7,28.73051807,0.905,550,-0.726931168,-2.280937292,1.554006124,0.001071121
+"US_EDN",2020,253,891,16.69166667,5.7479,7.379817243,NA,0.14266,0,0.006,7,28.83370391,0.905,550,1.312334809,-0.288086647,1.600421457,0.001313363
+"US_EDN",2020,254,892,16.96802083,11.015825,88.40411545,NA,0.14287,0,0.006,7,28.93688975,0.905,550,0.058728595,-1.463884094,1.522612688,0.001208948
+"US_EDN",2020,255,893,17.48791667,11.2834625,274.9925507,NA,0.14308,0,0.006,7,29.04007559,0.905,550,-1.694010219,-3.124355887,1.430345668,0.00071363
+"US_EDN",2020,256,894,18.09041667,7.6316,333.2315256,NA,0.14329,0,0.006,7,29.14326143,0.905,550,-1.55337848,-2.967562201,1.414183721,-0.000196261
+"US_EDN",2020,257,895,15.81541667,12.0732125,265.397795,NA,0.1435,0,0.006,7,29.24644727,0.905,550,-1.536834075,-2.937087151,1.400253076,-0.001369848
+"US_EDN",2020,258,896,16.65854167,12.77886875,364.3376753,NA,0.14371,0,0.006,7,29.34963311,0.905,550,-1.351794302,-2.75130594,1.399511638,0.001289332
+"US_EDN",2020,259,897,18.185,11.320025,399.8088002,NA,0.14392,0,0.006,7,29.45281895,0.905,550,-1.255799696,-2.666024424,1.410224727,0.000455718
+"US_EDN",2020,260,898,19.53854167,8.0996,415.6833532,NA,0.14413,0,0.006,7,29.55600479,0.905,550,-0.882013309,-2.29084298,1.408829671,0.000414233
+"US_EDN",2020,261,899,19.11354167,7.2118625,444.4055423,NA,0.143176429,0,0.006,7,29.65919063,0.905,550,-0.700987933,-2.132487874,1.431499941,0.001142349
+"US_EDN",2020,262,900,19.09354167,8.884231251,494.3204941,NA,0.142222857,0,0.006,7,29.76237647,0.905,550,-0.642464896,-2.042789405,1.400324509,0.001477216
+"US_EDN",2020,263,901,19.11708333,7.7500625,475.4047477,NA,0.141269286,0,0.006,7,29.86556232,0.905,550,-0.812269584,-2.201517856,1.389248272,-0.000181354
+"US_EDN",2020,264,902,20.31916667,4.317575,470.6048868,NA,0.140315714,0,0.006,7,29.96874816,0.905,550,-0.490691067,-1.910766188,1.420075121,-0.001789522
+"US_EDN",2020,265,903,18.20979167,7.979675,486.310588,NA,0.139362143,0,0.006,7,30.071934,0.905,550,-1.056868209,-2.466934861,1.410066653,0.002323406
+"US_EDN",2020,266,904,17.896875,10.2772625,510.5975294,NA,0.138408571,0,0.006,7,30.17511984,0.905,550,-1.313161389,-2.721784732,1.408623343,0.002990393
+"US_EDN",2020,267,905,18.52104167,10.0432625,512.5148987,NA,0.137455,0,0.006,7,30.27830568,0.905,550,-1.242601066,-2.626952641,1.384351576,0.003116739
+"US_EDN",2020,268,906,19.08229167,4.70148125,501.4378938,NA,0.136501429,0,0.006,7,30.38149152,0.905,550,-1.48498868,-2.86006664,1.375077959,0.001829881
+"US_EDN",2020,269,907,18.50270393,5.12853125,465.6714155,NA,0.135547857,0,0.006,7,30.48467736,0.905,550,-1.35942119,-2.754830143,1.395408953,0.002675424
+"US_EDN",2020,270,908,20.10852113,3.9153875,496.1462058,NA,0.134594286,0,0.006,7,30.5878632,0.905,550,-1.155576024,-2.543385089,1.387809065,0.000694678
+"US_EDN",2020,271,909,19.73669014,-5.8453375,469.4576877,NA,0.133640714,0,0.006,7,30.69104904,0.905,550,-0.16050068,-1.623102095,1.462601415,0.000806576
+"US_EDN",2020,272,910,19.36485915,-5.7341875,442.1955701,NA,0.132687143,0,0.006,7,30.79423488,0.905,550,0.301308903,-1.170020442,1.471329344,0.002463458
+"US_EDN",2020,273,911,18.99302817,6.8901125,443.1937823,NA,0.131733571,0,0.006,7,30.89742072,0.905,550,-1.081645765,-2.466606178,1.384960413,0.001690529
+"US_EDN",2020,274,912,18.62119718,6.28025,395.6644815,NA,0.13078,0,0.006,7,31.00060656,0.905,550,-0.856140427,-2.253756038,1.397615612,0.0007538
+"US_EDN",2020,275,913,18.2493662,0.0017375,295.2274533,NA,0.133603571,0,0.006,7,31.1037924,0.905,550,-0.088203575,-1.522036068,1.433832494,0.000897734
+"US_EDN",2020,276,914,17.87753521,3.346475,329.5022436,NA,0.136427143,0,0.006,7,31.20697824,0.905,550,0.31520075,-1.060525649,1.375726399,0.001403483
+"US_EDN",2020,277,915,20.14724472,3.562925,392.7221608,NA,0.139250714,0,0.006,7,31.31016409,0.905,550,-0.253085483,-1.651547565,1.398462083,0.004388466
+"US_EDN",2020,278,916,17.67052083,8.47473125,463.1946239,NA,0.142074286,0,0.006,7,31.41334993,0.905,550,-0.633921878,-2.002319483,1.368397604,0.001491753
+"US_EDN",2020,279,917,16.84833333,11.51015,373.5647596,NA,0.144897857,0,0.006,7,31.51653577,0.905,550,-0.55122761,-1.922487043,1.371259433,-0.000730649
+"US_EDN",2020,280,918,16.62791667,10.5346625,370.1728936,NA,0.147721429,0,0.006,7,31.61972161,0.905,550,-0.868363566,-2.237191019,1.368827453,0.002112589
+"US_EDN",2020,281,919,14.97229167,10.9383125,279.822209,NA,0.150545,0,0.006,7,31.72290745,0.905,550,-0.930703015,-2.28340751,1.352704495,0.000963016
+"US_EDN",2020,282,920,15.96854167,8.476925,292.2079857,NA,0.153368571,0,0.006,7,31.82609329,0.905,550,-0.76289246,-2.111883237,1.348990777,0.002102198
+"US_EDN",2020,283,921,16.90875,5.0693,299.5828367,NA,0.156192143,0,0.006,7,31.92927913,0.905,550,-0.954199215,-2.30680427,1.352605055,0.000535046
+"US_EDN",2020,284,922,17.60416667,3.6653,349.8410807,NA,0.159015714,0,0.006,7,32.03246497,0.905,550,-1.06762567,-2.394084052,1.326458382,0.007263139
+"US_EDN",2020,285,923,18.014375,4.808975,417.3073103,NA,0.161839286,0,0.006,7,32.13565081,0.905,550,-0.589406144,-1.917505734,1.32809959,0.000848021
+"US_EDN",2020,286,924,18.81958333,8.746025,411.3230036,NA,0.164662857,0,0.006,7,32.23883665,0.905,550,-0.298685912,-1.626614172,1.32792826,0.007582114
+"US_EDN",2020,287,925,19.60041667,8.681675,408.4848033,NA,0.167486429,0,0.006,7,32.34202249,0.905,550,-0.029934222,-1.341910005,1.311975783,0.006104491
+"US_EDN",2020,288,926,21.22354167,6.517175,390.3823449,NA,0.17031,0,0.006,7,32.44520833,0.905,550,-0.015371491,-1.329789933,1.314418442,-0.001378101
+"US_EDN",2020,289,927,23.87895833,2.7336875,404.7987797,NA,0.170580714,0,0.006,7,32.54839417,0.905,550,0.594135746,-0.884840134,1.47897588,0.003842848
+"US_EDN",2020,290,928,23.54625,6.1354625,390.8071658,NA,0.170851429,0,0.006,7,32.65158001,0.905,550,0.336847778,-1.001419657,1.338267434,-0.001128878
+"US_EDN",2020,291,929,22.11416667,9.237425,397.518189,NA,0.171122143,0,0.006,7,32.75476586,0.905,550,0.070076458,-1.244531851,1.314608309,0.001768483
+"US_EDN",2020,292,930,19.931875,14.496575,394.1877667,NA,0.171392857,0,0.006,7,32.8579517,0.905,550,0.09415788,-1.197392086,1.291549966,0.001914753
+"US_EDN",2020,293,931,17.77333333,16.0746125,386.9291804,NA,0.171663571,0,0.006,7,32.96113754,0.905,550,-0.195585654,-1.502473105,1.306887451,-0.001712679
+"US_EDN",2020,294,932,18.55020833,10.81985,385.5782188,NA,0.171934286,0,0.006,7,33.06432338,0.905,550,-0.007908839,-1.307774113,1.299865274,0.000299375
+"US_EDN",2020,295,933,19.01229167,6.8754875,375.3948153,NA,0.172205,0,0.006,7,33.16750922,0.905,550,-0.314551574,-1.605091333,1.290539759,0.000895191
+"US_EDN",2020,296,934,16.91541667,9.4641125,367.2353,NA,0.172475714,0,0.006,7,33.27069506,0.905,550,-0.833731816,-2.1183059,1.284574083,-0.000715047
+"US_EDN",2020,297,935,15.669375,12.1843625,361.4248113,NA,0.172746429,0,0.006,7,33.3738809,0.905,550,-0.597808966,-1.876005377,1.278196412,0.002796954
+"US_EDN",2020,298,936,15.37375,13.7960375,317.602801,NA,0.173017143,0,0.006,7,33.47706674,0.905,550,-1.127164435,-2.410881493,1.283717058,0.000748449
+"US_EDN",2020,299,937,16.325625,11.8509125,339.0842273,NA,0.173287857,0,0.006,7,33.58025258,0.905,550,-0.336842835,-1.685597852,1.348755017,0.002027058
+"US_EDN",2020,300,938,17.193125,19.24385,348.2345054,NA,0.173558571,0,0.006,7,33.68343842,0.905,550,0.848283328,-0.709425129,1.557708457,-0.00152177
+"US_EDN",2020,301,939,16.9075,21.896825,348.0010926,NA,0.173829286,0,0.006,7,33.78662426,0.905,550,-0.052141638,-1.385365873,1.333224235,0.010729961
+"US_EDN",2020,302,940,15.56645833,23.5889375,332.2335101,NA,0.1741,0,0.006,7,33.8898101,0.905,550,-0.086616802,-1.401370295,1.314753493,0.003851813
+"US_EDN",2020,303,941,14.89166667,23.5362875,326.9732404,NA,0.172391429,0,0.006,7,33.99299594,0.905,550,-0.044356042,-1.355736788,1.311380746,0.001317969
+"US_EDN",2020,304,942,14.38916667,26.196575,342.645974,NA,0.170682857,0,0.006,7,34.09618178,0.905,550,-0.065605452,-1.411163182,1.34555773,0.000565084
+"US_EDN",2020,305,943,14.941875,23.3871125,335.699324,NA,0.168974286,0,0.006,7,34.19936763,0.905,550,-0.103137169,-1.429240525,1.326103356,0.001331511
+"US_EDN",2020,306,944,15.853125,23.277425,303.9279936,NA,0.167265714,0,0.006,7,34.30255347,0.905,550,0.06768762,-1.235122591,1.302810212,0.008405263
+"US_EDN",2020,307,945,15.89833333,20.106725,317.4742212,NA,0.165557143,0,0.006,7,34.40573931,0.905,550,0.031715417,-1.262595085,1.294310502,0.011782215
+"US_EDN",2020,308,946,13.98958333,20.8277375,318.7624156,NA,0.163848571,0,0.006,7,34.50892515,0.905,550,-0.298672084,-1.623337563,1.324665479,0.00190514
+"US_EDN",2020,309,947,14.80729167,20.4884375,303.6799762,NA,0.16214,0,0.006,7,34.61211099,0.905,550,-0.579441418,-1.900937732,1.321496314,0.000811239
+"US_EDN",2020,310,948,16.43708333,11.7149,311.0746921,NA,0.160431429,0,0.006,7,34.71529683,0.905,550,-0.585117451,-1.865225349,1.280107898,-0.004397137
+"US_EDN",2020,311,949,13.79291667,4.9771625,282.980731,NA,0.158722857,0,0.006,7,34.81848267,0.905,550,-0.033323572,-1.376264947,1.342941375,-0.000993114
+"US_EDN",2020,312,950,11.838125,5.6309,299.1035956,NA,0.157014286,0,0.006,7,34.92166851,0.905,550,-0.775469944,-2.040732411,1.265262468,-0.002242778
+"US_EDN",2020,313,951,10.91166667,13.0735625,279.3131704,NA,0.155305714,0,0.006,7,35.02485435,0.905,550,-0.201183442,-1.56650218,1.365318738,-0.00301338
+"US_EDN",2020,314,952,8.637770833,28.06565,297.2338101,NA,0.153597143,0,0.006,7,35.12804019,0.905,550,-0.447799266,-1.834676707,1.386877441,0.003625219
+"US_EDN",2020,315,953,10.04547917,29.6612375,290.8323401,NA,0.151888571,0,0.006,7,35.23122603,0.905,550,-0.383018044,-1.844247099,1.461229055,0.007531864
+"US_EDN",2020,316,954,12.99770833,20.7707,180.8775328,NA,0.15018,0,0.006,7,35.33441187,0.905,550,-0.048982691,-1.375805832,1.326823142,0.000852835
+"US_EDN",2020,317,955,10.87022917,25.7198,280.9296782,NA,0.151375,0,0.006,7,35.43759771,0.905,550,0.024291821,-1.333058093,1.357349914,0.00140921
+"US_EDN",2020,318,956,11.27177083,28.6111625,149.7045093,NA,0.15257,0,0.006,7,35.54078355,0.905,550,0.349612028,-0.98169815,1.331310177,0.001100627
+"US_EDN",2020,319,957,11.78520833,31.6824125,239.6379619,NA,0.153765,0,0.006,7,35.6439694,0.905,550,0.054970034,-1.329747416,1.38471745,0.002560523
+"US_EDN",2020,320,958,11.57172917,32.6418125,288.7465236,NA,0.15496,0,0.006,7,35.74715524,0.905,550,-0.094196408,-1.506282421,1.412086012,0.00160263
+"US_EDN",2020,321,959,13.37666667,23.72495,286.4148788,NA,0.156155,0,0.006,7,35.85034108,0.905,550,0.07481179,-1.267273658,1.342085448,-0.002996513
+"US_EDN",2020,322,960,14.72208333,15.5715125,136.6160111,NA,0.15735,0,0.006,7,35.95352692,0.905,550,0.425425621,-0.894678835,1.320104456,-0.001857142
+"US_EDN",2020,323,961,14.9475,13.6059125,185.208085,NA,0.158545,0,0.006,7,36.05671276,0.905,550,0.28889209,-0.94123725,1.23012934,0.000262043
+"US_EDN",2020,324,962,11.68729167,21.0632,273.8130711,NA,0.15974,0,0.006,7,36.1598986,0.905,550,-0.223046099,-1.63064448,1.407598381,0.00211069
+"US_EDN",2020,325,963,11.10022917,20.6639375,267.8163488,NA,0.160935,0,0.006,7,36.26308444,0.905,550,-0.453874664,-1.8466074,1.392732736,0.002566638
+"US_EDN",2020,326,964,10.48141667,20.6434625,215.7479142,NA,0.16213,0,0.006,7,36.36627028,0.905,550,-0.314782458,-1.694449223,1.379666765,-0.0000475
+"US_EDN",2020,327,965,9.566,17.561975,263.0651948,NA,0.163325,0,0.006,7,36.46945612,0.905,550,-0.399583443,-1.750058702,1.350475259,0.005149709
+"US_EDN",2020,328,966,11.529375,11.9372,223.1475963,NA,0.16452,0,0.006,7,36.57264196,0.905,550,-0.245168409,-1.546394381,1.301225971,0.000167633
+"US_EDN",2020,329,967,11.01308333,15.2907125,270.2895312,NA,0.165715,0,0.006,7,36.6758278,0.905,550,0.022948965,-1.31708665,1.340035615,0.002653184
+"US_EDN",2020,330,968,12.11041667,15.5949125,263.7986691,NA,0.16691,0,0.006,7,36.77901364,0.905,550,-0.113296875,-1.468581709,1.355284834,0.000328473
+"US_EDN",2020,331,969,11.44558333,20.902325,266.0111244,NA,0.164912857,0,0.006,7,36.88219948,0.905,550,0.519659914,-0.93988991,1.459549824,-0.000571551
+"US_EDN",2020,332,970,10.19747917,25.1187125,266.0061581,NA,0.162915714,0,0.006,7,36.98538532,0.905,550,-0.127546909,-1.572784073,1.445237164,0.014653522
+"US_EDN",2020,333,971,9.245875,28.3128125,260.7096742,NA,0.160918571,0,0.006,7,37.08857117,0.905,550,-0.121741119,-1.60597482,1.484233701,0.002646924
+"US_EDN",2020,334,972,9.191020833,27.6517625,253.8686929,NA,0.158921429,0,0.006,7,37.19175701,0.905,550,-0.032891473,-1.50283055,1.469939077,0.008891283
+"US_EDN",2020,335,973,9.5261875,28.150475,257.1935836,NA,0.156924286,0,0.006,7,37.29494285,0.905,550,-0.037307868,-1.525296186,1.487988319,0.008359891
+"US_EDN",2020,336,974,9.848416667,23.5362875,229.8395908,NA,0.154927143,0,0.006,7,37.39812869,0.905,550,-0.326629687,-1.763567448,1.436937761,0.000653031
+"US_EDN",2020,337,975,10.08979167,21.0412625,243.8567739,NA,0.15293,0,0.006,7,37.50131453,0.905,550,0.001846431,-1.393365662,1.395212093,0.003182734
+"US_EDN",2020,338,976,10.62635417,22.095725,230.666468,NA,0.150932857,0,0.006,7,37.60450037,0.905,550,-0.13605106,-1.567507377,1.431456317,0.010069695
+"US_EDN",2020,339,977,11.12429167,20.6288375,242.2179182,NA,0.148935714,0,0.006,7,37.70768621,0.905,550,-0.119127502,-1.55757314,1.438445638,0.010689909
+"US_EDN",2020,340,978,10.20808333,20.124275,185.3744537,NA,0.146938571,0,0.006,7,37.81087205,0.905,550,-0.106634883,-1.517552728,1.410917845,0.028291143
+"US_EDN",2020,341,979,10.14125,17.7096875,198.3884585,NA,0.144941429,0,0.006,7,37.91405789,0.905,550,-0.51228084,-1.932301474,1.420020635,-0.00443504
+"US_EDN",2020,342,980,15.3309375,5.879525,248.0358562,NA,0.142944286,0,0.006,7,38.01724373,0.905,550,0.754348534,-0.687038614,1.441387148,0.001579281
+"US_EDN",2020,343,981,13.2396875,9.98915,249.8659118,NA,0.140947143,0,0.006,7,38.12042957,0.905,550,0.135367571,-1.199960243,1.335327814,0.002841588
+"US_EDN",2020,344,982,11.53429167,11.910875,214.6727255,NA,0.13895,0,0.006,7,38.22361541,0.905,550,-0.176212797,-1.530118461,1.353905664,-0.000671554
+"US_EDN",2020,345,983,11.2923125,12.75035,235.9828168,NA,0.140156429,0,0.006,7,38.32680125,0.905,550,-0.128098636,-1.458936834,1.330838198,0.00131857
+"US_EDN",2020,346,984,10.62854167,15.526175,117.4488478,NA,0.141362857,0,0.006,7,38.42998709,0.905,550,0.217529764,-1.132615415,1.350145179,0.0012471
+"US_EDN",2020,347,985,12.19520833,13.739,130.6118395,NA,0.142569286,0,0.006,7,38.53317294,0.905,550,0.516344345,-0.800066398,1.316410743,0.000651535
+"US_EDN",2020,348,986,12.21625,15.4589,80.63667064,NA,0.143775714,0,0.006,7,38.63635878,0.905,550,0.580485831,-0.735103157,1.315588988,0.000764166
+"US_EDN",2020,349,987,10.1870625,22.037225,251.0180771,NA,0.144982143,0,0.006,7,38.73954462,0.905,550,0.2775817,-1.103683722,1.381265423,0.002918096
+"US_EDN",2020,350,988,9.6819375,24.01745,174.8361144,NA,0.146188571,0,0.006,7,38.84273046,0.905,550,-0.074194036,-1.515230732,1.441036696,0.003102135
+"US_EDN",2020,351,989,10.176,18.4658,207.4940405,NA,0.147395,0,0.006,7,38.9459163,0.905,550,0.136282671,-1.268678869,1.40496154,0.000593714
+"US_EDN",2020,352,990,11.99958333,8.3921,191.9249106,NA,0.148601429,0,0.006,7,39.04910214,0.905,550,0.3472521,-0.979704749,1.32695685,0.003154976
+"US_EDN",2020,353,991,9.762666667,15.4720625,246.7173222,NA,0.149807857,0,0.006,7,39.15228798,0.905,550,-0.10629406,-1.495986058,1.389691999,0.005662513
+"US_EDN",2020,354,992,8.728875,18.5228375,244.2664879,NA,0.151014286,0,0.006,7,39.25547382,0.905,550,-0.578336295,-2.014470029,1.436133735,0.003160714
+"US_EDN",2020,355,993,8.518354167,15.2029625,244.0678387,NA,0.152220714,0,0.006,7,39.35865966,0.905,550,-0.517520229,-1.968790767,1.451270539,0.002764165
+"US_EDN",2020,356,994,8.336916667,10.1865875,243.0050656,NA,0.153427143,0,0.006,7,39.4618455,0.905,550,-0.437752319,-1.843249178,1.40549686,0.00542931
+"US_EDN",2020,357,995,10.94033333,8.3204375,244.8078069,NA,0.154633571,0,0.006,7,39.56503134,0.905,550,-0.137593902,-1.493619328,1.356025425,0.002381676
+"US_EDN",2020,358,996,9.96175,14.80955,223.7534764,NA,0.15584,0,0.006,7,39.66821718,0.905,550,0.063589646,-1.357762423,1.421352069,0.004835962
+"US_EDN",2020,359,997,8.406729167,16.561625,192.9876838,NA,0.145005333,0,0.006,7,39.77140302,0.905,550,-0.51238753,-1.944876772,1.432489242,0.001991116
+"US_EDN",2020,360,998,11.7818125,7.4429375,82.44189511,NA,0.134170667,0,0.006,7,39.87458886,0.905,550,0.737431199,-0.68956822,1.426999419,0.002375057
+"US_EDN",2020,361,999,12.46708333,6.86525,225.7474176,NA,0.123336,0,0.006,7,39.97777471,0.905,550,0.185166956,-1.135245587,1.320412542,-0.002419871
+"US_EDN",2020,362,1000,10.45691667,2.4485,229.8073103,NA,0.112501333,0,0.006,7,40.08096055,0.905,550,0.069450934,-1.258223804,1.327674738,0.000117242
+"US_EDN",2020,363,1001,10.97791667,1.2741125,199.1582241,NA,0.101666667,0,0.006,7,40.18414639,0.905,550,0.329476766,-0.948443826,1.277920592,0.000373918
+"US_EDN",2020,364,1002,9.414479167,17.5956125,244.2019269,NA,0.090832,0,0.006,7,40.28733223,0.905,550,0.012133315,-1.410736234,1.422869548,0.007630147
+"US_EDN",2020,365,1003,8.294770833,22.0445375,231.2301351,NA,0.079997333,0,0.006,7,40.61416667,0.905,550,0.020084343,-1.460901338,1.48098568,0.006782406
+"US_EDN",2020,366,1004,10.40833333,13.3982375,252.6792809,NA,0.069162667,0,0.006,7,40.98322917,0.905,550,0.081665301,-1.288304531,1.369969832,0.000456384
+"US_EDN",2021,1,1005,9.094604167,13.0487,219.2416567,NA,0.058328,0,0.006,7,41.08958333,0.905,550,0.0579984,-1.319079457,1.377077857,0.008629745
+"US_EDN",2021,2,1006,10.57583333,9.3983,93.91388558,NA,0.047493333,0,0.006,7,41.09041667,0.905,550,-0.074193574,-1.416749931,1.342556357,0.001870754
+"US_EDN",2021,3,1007,10.19395833,6.3665375,84.64938419,NA,0.036658667,0,0.006,7,41.16791667,0.905,550,-0.258701829,-1.564830892,1.306129063,0.000709234
+"US_EDN",2021,4,1008,12.38104167,0.4755875,107.2333135,NA,0.025824,0,0.006,7,41.299375,0.905,550,0.30948279,-1.005370524,1.314853314,0.001036902
+"US_EDN",2021,5,1009,9.378208333,7.9811375,194.2813866,NA,0.014989333,0,0.006,7,41.3740625,0.905,550,-0.717209504,-2.082032086,1.364822582,0.001843001
+"US_EDN",2021,6,1010,8.793083333,9.8238875,152.7587406,NA,0.004154667,0,0.006,7,41.51791667,0.905,550,-0.146309408,-1.539954229,1.393644822,0.003420614
+"US_EDN",2021,7,1011,9.767875,8.646575,198.0681367,NA,-0.00668,0,0.006,7,41.58083333,0.905,550,-0.297901245,-1.690716472,1.392815227,0.005492097
+"US_EDN",2021,8,1012,11.15916667,7.80125,170.0461859,NA,-0.004810357,0,0.006,7,41.60854167,0.905,550,0.025164056,-1.307145158,1.332309214,0.005006004
+"US_EDN",2021,9,1013,9.6653125,12.7050125,263.2424513,NA,-0.002940714,0,0.006,7,41.6653125,0.905,550,-0.151828314,-1.580102678,1.428274363,0.007281353
+"US_EDN",2021,10,1014,10.03114583,13.9071875,177.2695669,NA,-0.001071071,0,0.006,7,41.7234375,0.905,550,-0.01110233,-1.420782083,1.409679754,0.003947976
+"US_EDN",2021,11,1015,10.0473125,13.7463125,242.754271,NA,0.000798571,0,0.006,7,41.83916667,0.905,550,-0.155434795,-1.554348841,1.398914046,0.003817937
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+"US_EDN",2021,158,1162,14.39166667,-5.6230375,757.3276718,NA,0.130336429,0,0.006,7,34.68548308,0.894673913,550,-3.491975494,-4.496690328,1.004714834,0.005087225
+"US_EDN",2021,159,1163,14.39479167,0.251825,711.7500993,NA,0.130204286,0,0.006,7,34.68548308,0.869479167,550,-2.872657267,-3.896352953,1.023695686,0.007213196
+"US_EDN",2021,160,1164,13.896875,2.550875,747.708085,NA,0.130072143,0,0.006,7,34.68548308,0.889270833,550,-3.379272276,-4.39028686,1.011014584,0.008239371
+"US_EDN",2021,161,1165,14.834375,2.4558125,759.1279301,NA,0.12994,0,0.006,7,34.68548308,0.91225,550,-3.060331827,-4.115869373,1.055537545,0.003319402
+"US_EDN",2021,162,1166,16.44166667,-5.633275,762.3659118,NA,0.130235714,0,0.006,7,34.68548308,0.946770833,550,-2.864609182,-3.923406607,1.058797425,0.00193696
+"US_EDN",2021,163,1167,19.05,-15.3238,709.3514104,NA,0.130235714,0,0.006,7,34.68548308,1.003020833,550,-2.975597213,-4.078954667,1.103357454,0.000129777
+"US_EDN",2021,164,1168,19.02083333,-18.33655,764.5361542,NA,0.130235714,0,0.006,7,34.68548308,1.041875,550,-3.549832991,-4.623098222,1.073265231,0.001208581
+"US_EDN",2021,165,1169,18.155,-16.4835625,740.0576083,NA,0.130235714,0,0.006,7,34.68548308,1.0690625,550,-2.492248318,-3.580025954,1.087777636,0.00321742
+"US_EDN",2021,166,1170,17.24791667,-12.80245,766.3140644,NA,0.130235714,0,0.006,7,34.68548308,1.0628125,550,-2.083907693,-3.202082837,1.118175144,0.003275016
+"US_EDN",2021,167,1171,21.21729167,-23.7946,722.1493842,NA,0.130235714,0,0.006,7,34.68548308,1.0953125,550,-1.811426652,-3.009405438,1.197978786,0.000539695
diff --git a/models/peprmt/demo_run/raw-data/site-data-formatted/US_SRR_formatted.csv b/models/peprmt/demo_run/raw-data/site-data-formatted/US_SRR_formatted.csv
new file mode 100644
index 0000000000..b97ac4c624
--- /dev/null
+++ b/models/peprmt/demo_run/raw-data/site-data-formatted/US_SRR_formatted.csv
@@ -0,0 +1,1655 @@
+"site","Year","DOY_disc","DOY","TA_C","WTD_cm","PAR_umol_m2_day","LAI","EVI","FPAR","LUE","Wetland_age_years","Salinity_daily_ave_ppt","NO3_mg_L","SOM_MEM_gC_m3","CO2_gC_m2_day","GPP_gC_m2_day","Reco_gC_m2_day","CH4_gC_m2_day"
+"US_SRR",2014,71,71,13.88534043,-16.58093757,474.7422817,NA,0.2867,0,0.009,500,2.082978723,1.9561,2000,0.472971877,-2.584513804,3.057485681,0.003487893
+"US_SRR",2014,72,72,15.57588542,-12.03440384,458.9523885,NA,0.2867,0,0.009,500,1.741666667,1.954471429,2000,0.698712975,-2.381787469,3.080500444,0.002305278
+"US_SRR",2014,73,73,15.11190208,-8.783028422,421.964841,NA,0.2867,0,0.009,500,1.836458333,1.952842857,2000,0.208471774,-2.964974973,3.173446746,0.002466466
+"US_SRR",2014,74,74,17.36404167,-8.593908349,491.8842525,NA,0.2867,0,0.009,500,1.788541667,1.951214286,2000,0.484500596,-3.095470278,3.579970874,0.003241227
+"US_SRR",2014,75,75,16.45226667,-4.920306661,464.2668589,NA,0.2867,0,0.009,500,1.729166667,1.949585714,2000,0.756421877,-2.916046055,3.672467932,0.002640239
+"US_SRR",2014,76,76,14.22531458,-6.809784438,484.8337732,NA,0.2867,0,0.009,500,1.789583333,1.947957143,2000,-0.001862462,-3.373322273,3.371459811,0.002487354
+"US_SRR",2014,77,77,14.27702292,-9.275237231,490.0555466,NA,0.2867,0,0.009,500,1.661458333,1.946328571,2000,-0.120725463,-3.474150413,3.353424951,0.003179449
+"US_SRR",2014,78,78,14.04594583,-11.67775135,489.4490288,NA,0.2867,0,0.009,500,1.595833333,1.9447,2000,0.006703514,-3.336482698,3.343186212,0.002892651
+"US_SRR",2014,79,79,15.45399375,-14.63277784,504.6940365,NA,0.2867,0,0.009,500,1.551041667,1.940978723,2000,0.162323506,-3.490852051,3.653175557,0.00279898
+"US_SRR",2014,80,80,13.41501875,-21.12833278,482.3376931,NA,0.2867,0,0.009,500,1.623958333,1.937257447,2000,0.192918858,-3.318839569,3.511758427,0.00152316
+"US_SRR",2014,81,81,13.7468,1.040168201,494.7962702,NA,0.2867,0,0.009,500,1.685416667,1.93353617,2000,-0.115872123,-3.653568341,3.537696218,0.001772698
+"US_SRR",2014,82,82,14.37420417,-3.682512738,459.1827743,NA,0.2867,0,0.009,500,1.63125,1.929814894,2000,-0.023551516,-3.636864039,3.613312523,0.001693083
+"US_SRR",2014,83,83,16.2836625,-10.70473567,478.3258709,NA,0.2867,0,0.009,500,1.7,1.926093617,2000,0.255474535,-3.689159493,3.944634027,0.002480304
+"US_SRR",2014,84,84,12.61145833,-8.285904113,325.6526875,NA,0.2867,0,0.009,500,1.836458333,1.92237234,2000,0.082469235,-3.294243352,3.376712587,0.000178419
+"US_SRR",2014,85,85,12.12658333,-10.68076627,394.3460726,NA,0.2867,0,0.009,500,1.884375,1.918651064,2000,0.642593981,-2.626700215,3.269294196,0.000402386
+"US_SRR",2014,86,86,13.11454375,-12.56836906,310.3960397,NA,0.2867,0,0.009,500,1.93125,1.914929787,2000,0.145880844,-3.116099117,3.261979961,-0.000267727
+"US_SRR",2014,87,87,14.866,-13.83433843,412.2706452,NA,0.2867,0,0.009,500,1.932291667,1.911208511,2000,-0.498257819,-4.070814081,3.572556262,0.002065486
+"US_SRR",2014,88,88,13.16929167,-14.606224,206.3879763,NA,0.2867,0,0.009,500,1.936458333,1.907487234,2000,2.006033875,-1.272919682,3.278953557,0.001068449
+"US_SRR",2014,89,89,11.6068375,-15.15002023,501.5538032,NA,0.2867,0,0.009,500,1.945833333,1.903765957,2000,-1.225953794,-4.311174797,3.085221003,0.000730091
+"US_SRR",2014,90,90,9.399033333,-15.59570915,249.2115025,NA,0.2867,0,0.009,500,1.942708333,1.900044681,2000,1.130049597,-1.554239139,2.684288737,0.000150972
+"US_SRR",2014,91,91,8.9953,-15.22740135,388.5095462,NA,0.2867,0,0.009,500,1.961458333,1.896323404,2000,0.496017948,-1.989070766,2.485088714,0.000983733
+"US_SRR",2014,92,92,10.59153125,-13.4554395,551.3105346,NA,0.2867,0,0.009,500,1.990625,1.892602128,2000,-1.394537323,-4.112470375,2.717933052,0.003253906
+"US_SRR",2014,93,93,11.9875875,-15.27351584,511.069256,NA,0.2867,0,0.009,500,1.936458333,1.888880851,2000,-1.91822719,-4.995133112,3.076905922,0.002852617
+"US_SRR",2014,94,94,10.71021875,-17.40253557,438.9359201,NA,0.2867,0,0.009,500,1.858333333,1.885159574,2000,-0.506767705,-3.600593326,3.093825621,0.001648031
+"US_SRR",2014,95,95,12.61110208,-18.2533732,617.7176881,NA,0.2867,0,0.009,500,1.84375,1.881438298,2000,-1.452955577,-4.835294109,3.382338532,0.001979693
+"US_SRR",2014,96,96,17.07402917,-5.375218478,579.100782,NA,0.2867,0,0.009,500,1.76875,1.877717021,2000,-0.836015182,-4.997340514,4.161325333,0.002786928
+"US_SRR",2014,97,97,18.01319167,-1.604016237,571.8372647,NA,0.2867,0,0.009,500,1.711458333,1.873995745,2000,-1.182721166,-5.777623839,4.594902673,0.003070409
+"US_SRR",2014,98,98,18.86704167,-5.17758496,569.0256162,NA,0.2867,0,0.009,500,1.686458333,1.870274468,2000,-0.913096057,-5.939197525,5.026101467,0.002319804
+"US_SRR",2014,99,99,16.65854167,-8.359839319,548.1807106,NA,0.2867,0,0.009,500,1.705208333,1.866553191,2000,-0.773356805,-5.731210257,4.957853452,0.002168925
+"US_SRR",2014,100,100,16.99747917,-10.87895721,528.6953101,NA,0.2867,0,0.009,500,1.670833333,1.862831915,2000,-0.510249773,-5.510309724,5.000059951,0.003218663
+"US_SRR",2014,101,101,14.81058333,-12.64585153,444.4014969,NA,0.2867,0,0.009,500,1.671875,1.859110638,2000,-0.808224758,-5.607610446,4.799385688,0.002447331
+"US_SRR",2014,102,102,13.777125,-14.00146544,581.9190141,NA,0.2867,0,0.009,500,1.784375,1.855389362,2000,-1.405529493,-5.84993342,4.444403927,0.005405688
+"US_SRR",2014,103,103,15.88309792,-15.93442259,550.655684,NA,0.2867,0,0.009,500,1.820833333,1.851668085,2000,-1.157324947,-5.841819359,4.684494411,0.004837077
+"US_SRR",2014,104,104,16.16316667,-17.72832683,523.189182,NA,0.2867,0,0.009,500,1.860416667,1.847946809,2000,-0.708618686,-5.578305457,4.869686771,0.003244874
+"US_SRR",2014,105,105,15.83204167,-18.61732293,584.1706962,NA,0.2867,0,0.009,500,1.975,1.844225532,2000,-0.707577817,-5.545912761,4.838334944,0.004434167
+"US_SRR",2014,106,106,18.2385625,-6.075550583,544.794249,NA,0.2867,0,0.009,500,2.063541667,1.840504255,2000,-0.69414691,-5.833102141,5.138955231,0.001875399
+"US_SRR",2014,107,107,17.6290625,-8.491797698,626.7933048,NA,0.2867,0,0.009,500,2.09375,1.836782979,2000,-0.990674474,-6.2284975,5.237823026,0.003755711
+"US_SRR",2014,108,108,16.02364583,-10.71395856,581.2643783,NA,0.2867,0,0.009,500,2.136458333,1.833061702,2000,-1.707767072,-6.737797376,5.030030305,0.003249185
+"US_SRR",2014,109,109,14.4983625,-9.252737416,593.8873771,NA,0.2867,0,0.009,500,2.167708333,1.829340426,2000,-2.217203303,-6.888970214,4.671766911,0.004381319
+"US_SRR",2014,110,110,17.46756667,-12.75672901,610.9294949,NA,0.2867,0,0.009,500,2.241666667,1.825619149,2000,-1.443167654,-6.566662651,5.123494998,0.003033841
+"US_SRR",2014,111,111,15.356375,-15.28436034,379.9797148,NA,0.2867,0,0.009,500,2.294791667,1.821897872,2000,-1.156387305,-5.940003358,4.783616053,0.00345088
+"US_SRR",2014,112,112,13.09153333,-17.51199414,622.7719278,NA,0.2867,0,0.009,500,2.240625,1.818176596,2000,-1.880682073,-6.135886754,4.255204681,0.007815534
+"US_SRR",2014,113,113,13.73081042,-19.75787103,603.6337819,NA,0.2867,0,0.009,500,2.272916667,1.814455319,2000,-1.591838352,-5.828064611,4.23622626,0.004497968
+"US_SRR",2014,114,114,15.00770833,-21.54685976,491.1239124,NA,0.2867,0,0.009,500,2.24375,1.810734043,2000,-1.576285729,-5.985243676,4.408957947,0.00388491
+"US_SRR",2014,115,115,11.69800625,-22.72130961,298.5097354,NA,0.2867,0,0.009,500,2.302083333,1.807012766,2000,1.090727605,-2.885625646,3.976353251,0.001688948
+"US_SRR",2014,116,116,11.21368542,-22.49114257,664.1797928,NA,0.2867,0,0.009,500,2.267708333,1.803291489,2000,-1.387197862,-5.205842661,3.818644799,0.003880401
+"US_SRR",2014,117,117,13.1499375,-17.59145295,507.2410872,NA,0.2867,0,0.009,500,2.275,1.799570213,2000,-1.394292108,-5.413725143,4.019433035,0.003282466
+"US_SRR",2014,118,118,15.33284583,-18.90976986,642.4310635,NA,0.2867,0,0.009,500,2.279166667,1.795848936,2000,-2.534756603,-6.946093635,4.411337032,0.004462805
+"US_SRR",2014,119,119,20.52170833,-10.11401415,654.83334,NA,0.2867,0,0.009,500,2.320833333,1.79212766,2000,-0.492884502,-5.757582073,5.264697571,0.002749651
+"US_SRR",2014,120,120,21.789,-10.21865856,640.3235305,NA,0.2867,0,0.009,500,2.382291667,1.788406383,2000,0.351276936,-5.387018786,5.738295722,0.002127976
+"US_SRR",2014,121,121,22.31358333,-14.16453843,598.5935446,NA,0.2867,0,0.009,500,2.396875,1.784685106,2000,0.226920579,-5.979943197,6.206863776,0.002769549
+"US_SRR",2014,122,122,19.57727083,-8.658012554,599.3582855,NA,0.2867,0,0.009,500,2.384375,1.78096383,2000,-1.014205302,-6.949493057,5.935287755,0.005042196
+"US_SRR",2014,123,123,15.652125,-12.46108953,609.0246136,NA,0.2867,0,0.009,500,2.39375,1.777242553,2000,-1.685506236,-7.017336305,5.331830069,0.009342423
+"US_SRR",2014,124,124,15.496375,-16.60739006,596.1214954,NA,0.2867,0,0.009,500,2.425,1.773521277,2000,-2.336158655,-7.404340217,5.068181562,0.009396166
+"US_SRR",2014,125,125,14.828125,-20.25611019,653.4710123,NA,0.2867,0,0.009,500,2.458333333,1.7698,2000,-1.724629444,-6.691770324,4.96714088,0.006762826
+"US_SRR",2014,126,126,15.68991667,-23.34785853,645.2640002,NA,0.2867,0,0.009,500,2.525,1.749542857,2000,-1.21724491,-6.214703863,4.997458953,0.005455489
+"US_SRR",2014,127,127,15.21034583,-26.34641507,631.8412695,NA,0.2867,0,0.009,500,2.554166667,1.729285714,2000,-1.523074288,-6.520044615,4.996970327,0.003946486
+"US_SRR",2014,128,128,15.145875,-29.22122262,421.6063314,NA,0.2867,0,0.009,500,2.571875,1.709028571,2000,-0.717517519,-5.552142421,4.834624902,0.003895806
+"US_SRR",2014,129,129,15.9121875,-31.79927584,668.6319378,NA,0.2867,0,0.009,500,2.539583333,1.688771429,2000,-1.512358526,-6.497061377,4.98470285,0.007673151
+"US_SRR",2014,130,130,15.29854375,-33.89844785,594.6580698,NA,0.2867,0,0.009,500,2.625,1.668514286,2000,-1.022391869,-5.881426459,4.859034589,0.00463517
+"US_SRR",2014,131,131,19.11108333,-35.73471661,620.9338193,NA,0.2867,0,0.009,500,2.728125,1.648257143,2000,-0.920417703,-6.193113017,5.272695313,0.00465174
+"US_SRR",2014,132,132,20.64435417,-37.17764398,640.4501163,NA,0.2867,0,0.009,500,2.835416667,1.628,2000,-0.657038501,-6.416739769,5.759701268,0.003046023
+"US_SRR",2014,133,133,23.2298125,-9.398074064,616.3902733,NA,0.2867,0,0.009,500,2.93125,1.607742857,2000,0.630023161,-5.702463205,6.332486366,0.002016886
+"US_SRR",2014,134,134,24.352,-4.297305003,632.4094808,NA,0.2867,0,0.009,500,2.996875,1.587485714,2000,0.962800101,-5.801244415,6.764044516,0.002959864
+"US_SRR",2014,135,135,23.6484375,-1.170945457,581.1263219,NA,0.2867,0,0.009,500,3.070833333,1.567228571,2000,0.192329045,-6.475122382,6.667451427,0.00124633
+"US_SRR",2014,136,136,19.3335625,-0.287726335,609.8672608,NA,0.2867,0,0.009,500,3.182291667,1.546971429,2000,-2.021184622,-7.915834932,5.89465031,0.003173858
+"US_SRR",2014,137,137,17.39452083,-0.361306814,550.6624596,NA,0.2867,0,0.009,500,3.425,1.526714286,2000,-2.794756304,-8.242022712,5.447266407,0.00327363
+"US_SRR",2014,138,138,17.1913125,-0.226561295,613.1687401,NA,0.2867,0,0.009,500,3.527083333,1.506457143,2000,-2.820361182,-8.155237986,5.334876803,0.004922015
+"US_SRR",2014,139,139,15.55464583,-1.276451351,591.0423452,NA,0.2867,0,0.009,500,3.519791667,1.4862,2000,-3.182804936,-8.188838801,5.006033864,0.005288656
+"US_SRR",2014,140,140,16.20561042,-5.123919859,582.7561409,NA,0.2867,0,0.009,500,3.6125,1.465942857,2000,-2.607131622,-7.704631571,5.097499949,0.00278377
+"US_SRR",2014,141,141,17.63741667,-9.196589227,652.5113436,NA,0.2867,0,0.009,500,3.711458333,1.445685714,2000,-1.162662349,-6.656972274,5.494309925,0.004108704
+"US_SRR",2014,142,142,17.398875,-12.64362182,656.2969834,NA,0.2867,0,0.009,500,3.646875,1.425428571,2000,-1.146588911,-6.669546596,5.522957685,-0.00073145
+"US_SRR",2014,143,143,17.78047917,-15.39989994,626.4662454,NA,0.2867,0,0.009,500,3.609375,1.405171429,2000,-1.698299935,-7.293187833,5.594887898,-0.005112626
+"US_SRR",2014,144,144,20.184875,-17.87133241,651.4146925,NA,0.2867,0,0.009,500,3.703125,1.384914286,2000,-1.393950764,-7.345107106,5.951156342,-0.002545942
+"US_SRR",2014,145,145,21.53135417,-19.16704816,635.2218544,NA,0.2867,0,0.009,500,3.872916667,1.364657143,2000,-0.818123745,-7.035121672,6.216997927,-0.004677819
+"US_SRR",2014,146,146,21.782375,-20.72602188,620.3936953,NA,0.2867,0,0.009,500,4.042708333,1.3444,2000,-1.529076234,-7.779059115,6.249982881,-0.007069628
+"US_SRR",2014,147,147,18.88735417,-22.03526793,619.195459,NA,0.2867,0,0.009,500,4.202083333,1.324142857,2000,-3.540182841,-9.323352613,5.783169772,-0.000430391
+"US_SRR",2014,148,148,18.86420833,-10.41872449,599.9775583,NA,0.2867,0,0.009,500,4.358333333,1.303885714,2000,-1.784971017,-7.464588376,5.679617359,0.003736892
+"US_SRR",2014,149,149,19.81945833,-4.169755371,621.6485335,NA,0.2867,0,0.009,500,4.609375,1.283628571,2000,-1.439460003,-7.360187783,5.92072778,0.005242988
+"US_SRR",2014,150,150,15.5525,-1.475858502,593.1545112,NA,0.2867,0,0.009,500,4.607291667,1.263371429,2000,-3.129925324,-8.446643462,5.316718138,0.004276897
+"US_SRR",2014,151,151,17.32697917,-0.85878585,586.2048313,NA,0.2867,0,0.009,500,4.633333333,1.243114286,2000,-1.383142833,-6.88348516,5.500342327,0.003660793
+"US_SRR",2014,152,152,18.727625,-5.56991283,600.8098536,NA,0.2867,0,0.009,500,4.689583333,1.222857143,2000,-1.079710077,-6.852701781,5.772991704,0.003427021
+"US_SRR",2014,153,153,14.55066667,-10.46443358,635.416503,NA,0.2867,0,0.009,500,4.691666667,1.2026,2000,-1.910359142,-7.04467772,5.134318578,0.005642751
+"US_SRR",2014,154,154,16.7373125,-15.8928182,648.7898449,NA,0.2867,0,0.009,500,4.660416667,1.183665517,2000,-1.097109368,-6.48416792,5.387058551,0.006501562
+"US_SRR",2014,155,155,19.77525,-21.44530654,618.9648855,NA,0.2867,0,0.009,500,4.625,1.164731034,2000,-0.128445956,-6.051715589,5.923269633,0.003856141
+"US_SRR",2014,156,156,18.42441667,-26.41102603,625.5748404,NA,0.2867,0,0.009,500,4.676041667,1.145796552,2000,-0.968633023,-6.643238716,5.674605693,0.005275087
+"US_SRR",2014,157,157,17.58004167,-30.50158376,625.8209008,NA,0.2867,0,0.009,500,4.828125,1.126862069,2000,-1.171719364,-6.681329879,5.509610515,0.003712125
+"US_SRR",2014,158,158,18.95310417,-33.8842081,629.249271,NA,0.2867,0,0.009,500,4.994791667,1.107927586,2000,-0.779264138,-6.54241933,5.763155192,0.003608239
+"US_SRR",2014,159,159,25.879125,-37.41713527,620.4331161,NA,0.2867,0,0.009,500,5.113541667,1.088993103,2000,1.402812149,-5.438708845,6.841520994,0.000981018
+"US_SRR",2014,160,160,26.1881875,-39.88912517,636.5703716,NA,0.2867,0,0.009,500,5.45,1.070058621,2000,1.644928433,-5.469312262,7.114240695,0.001710195
+"US_SRR",2014,161,161,19.56227083,-41.94836507,667.2784399,NA,0.2867,0,0.009,500,6.054166667,1.051124138,2000,-1.800848463,-7.985447027,6.184598565,0.006571829
+"US_SRR",2014,162,162,17.0724375,-36.37134991,692.0250554,NA,0.2867,0,0.009,500,6.723958333,1.032189655,2000,-3.436797438,-8.896506864,5.459709426,0.007518586
+"US_SRR",2014,163,163,17.0170625,-3.963861786,705.0628799,NA,0.2867,0,0.009,500,7.129166667,1.013255172,2000,-2.794812178,-8.069481884,5.274669705,0.007558835
+"US_SRR",2014,164,164,19.76464583,0.038064917,632.5779357,NA,0.2867,0,0.009,500,7.294791667,0.99432069,2000,-2.019678276,-7.655865805,5.636187529,0.003823707
+"US_SRR",2014,165,165,20.91552083,1.477343677,550.8445613,NA,0.2867,0,0.009,500,7.347916667,0.975386207,2000,-1.848817513,-7.795310523,5.94649301,0.002288974
+"US_SRR",2014,166,166,18.00147917,2.398417219,619.0376721,NA,0.2867,0,0.009,500,7.491666667,0.956451724,2000,-2.46384757,-7.969083536,5.505235966,0.004372869
+"US_SRR",2014,167,167,16.6849375,1.92749202,643.0080083,NA,0.29753,0,0.009,500,7.528125,0.937517241,2000,-2.659275501,-7.88086519,5.221589689,0.005397988
+"US_SRR",2014,168,168,18.94022917,0.977229527,629.2918674,NA,0.301605,0,0.009,500,7.21875,0.918582759,2000,-1.856146306,-7.503426147,5.647279841,0.004104272
+"US_SRR",2014,169,169,21.9545625,-4.643214334,629.3417406,NA,0.30568,0,0.009,500,7.147916667,0.899648276,2000,-0.415910705,-6.690439098,6.274528392,0.003488856
+"US_SRR",2014,170,170,19.79208333,-8.915594905,625.4030179,NA,0.309755,0,0.009,500,7.046875,0.880713793,2000,-0.618932233,-6.622277064,6.003344831,0.004187874
+"US_SRR",2014,171,171,21.6835,-12.74304669,634.3407226,NA,0.31383,0,0.009,500,7.008333333,0.86177931,2000,0.064709777,-6.185017045,6.249726822,0.005022327
+"US_SRR",2014,172,172,19.08052083,-16.98487007,632.3516239,NA,0.317905,0,0.009,500,7.214583333,0.842844828,2000,-1.036685225,-6.803099682,5.766414456,0.005789722
+"US_SRR",2014,173,173,18.23102083,-21.95368076,637.5246329,NA,0.32198,0,0.009,500,7.527083333,0.823910345,2000,-1.215137326,-6.827644518,5.612507192,0.005610341
+"US_SRR",2014,174,174,19.84135417,-25.5855767,638.0403826,NA,0.326055,0,0.009,500,7.705208333,0.804975862,2000,-0.900049937,-6.83266083,5.932610894,0.003761891
+"US_SRR",2014,175,175,21.41889583,-9.857343953,637.3867167,NA,0.33013,0,0.009,500,8.067708333,0.786041379,2000,-1.97050553,-8.085105646,6.114600116,0.005712195
+"US_SRR",2014,176,176,18.70702083,-1.173884622,589.205203,NA,0.334205,0,0.009,500,8.342708333,0.767106897,2000,-3.442432823,-9.117007063,5.67457424,0.004803355
+"US_SRR",2014,177,177,18.7419375,-1.016436587,681.6035635,NA,0.33828,0,0.009,500,8.525,0.748172414,2000,-4.028788558,-9.637142066,5.608353508,0.005653884
+"US_SRR",2014,178,178,19.60039583,-0.986132781,658.4674943,NA,0.343100714,0,0.009,500,8.476041667,0.729237931,2000,-3.513289054,-9.275274847,5.761985793,0.00201246
+"US_SRR",2014,179,179,20.78585417,-0.282709484,636.9914187,NA,0.347921429,0,0.009,500,8.557291667,0.710303448,2000,-2.458592503,-8.548854434,6.090261931,0.006412552
+"US_SRR",2014,180,180,24.3143125,-2.481458379,615.0590714,NA,0.352742143,0,0.009,500,8.646875,0.691368966,2000,-1.136282763,-7.853933252,6.717650489,0.004458485
+"US_SRR",2014,181,181,25.18570833,-5.776313168,603.9582818,NA,0.357562857,0,0.009,500,8.748958333,0.672434483,2000,0.336078492,-6.827750734,7.163829226,0.001565312
+"US_SRR",2014,182,182,18.74658333,-7.365540025,669.8158913,NA,0.362383571,0,0.009,500,8.734375,0.6535,2000,-3.421206396,-9.501151816,6.07994542,0.005808183
+"US_SRR",2014,183,183,18.95475,-11.18762023,669.258461,NA,0.367204286,0,0.009,500,8.764583333,0.6650125,2000,-3.905521122,-9.881497044,5.975975922,0.005912421
+"US_SRR",2014,184,184,19.676,-15.35626854,655.8792509,NA,0.372025,0,0.009,500,8.742708333,0.676525,2000,-3.407269813,-9.469080206,6.061810393,0.005836964
+"US_SRR",2014,185,185,19.28502083,-20.12754705,639.8928605,NA,0.376845714,0,0.009,500,8.720833333,0.6880375,2000,-3.245796498,-9.210405301,5.964608803,0.00574493
+"US_SRR",2014,186,186,20.0334375,-25.51574619,613.4059401,NA,0.381666429,0,0.009,500,8.761458333,0.69955,2000,-2.593921414,-8.683498232,6.089576818,0.005377768
+"US_SRR",2014,187,187,22.01860417,-30.60962342,586.1975599,NA,0.386487143,0,0.009,500,8.833333333,0.7110625,2000,-0.410889931,-6.751596983,6.340707052,0.00467644
+"US_SRR",2014,188,188,20.41466667,-35.65312944,481.1271379,NA,0.391307857,0,0.009,500,8.995833333,0.722575,2000,-0.133442963,-6.192983969,6.059541006,0.002627295
+"US_SRR",2014,189,189,19.91260417,-38.91246087,646.7288331,NA,0.396128571,0,0.009,500,9.163541667,0.7340875,2000,-1.378151603,-7.199263306,5.821111703,0.007364656
+"US_SRR",2014,190,190,18.23229167,-35.05480663,652.593658,NA,0.400949286,0,0.009,500,9.516666667,0.7456,2000,-3.890507554,-9.335853462,5.445345907,0.011215498
+"US_SRR",2014,191,191,18.139,-5.051859638,662.8637968,NA,0.40577,0,0.009,500,9.769791667,0.7571125,2000,-3.427931501,-8.718351187,5.290419687,0.010554993
+"US_SRR",2014,192,192,18.7495,0.260174586,659.5333264,NA,0.407057857,0,0.009,500,9.648958333,0.768625,2000,-2.71733448,-8.029035274,5.311700793,0.008366303
+"US_SRR",2014,193,193,18.99575,2.192168907,660.1517485,NA,0.408345714,0,0.009,500,9.834375,0.7801375,2000,-2.731953526,-8.059305432,5.327351906,0.010659337
+"US_SRR",2014,194,194,21.507375,2.341812953,657.6549946,NA,0.409633571,0,0.009,500,9.86875,0.79165,2000,-1.969035871,-7.701881875,5.732846004,0.007356823
+"US_SRR",2014,195,195,23.92983333,1.842610958,633.6723624,NA,0.410921429,0,0.009,500,9.84375,0.8031625,2000,-0.877083503,-7.336703722,6.45962022,0.004410966
+"US_SRR",2014,196,196,21.62195833,1.146079497,652.4967557,NA,0.412209286,0,0.009,500,9.63125,0.814675,2000,-2.734484567,-8.865710694,6.131226127,0.009198071
+"US_SRR",2014,197,197,19.51045833,-0.607335206,552.4259457,NA,0.413497143,0,0.009,500,9.411458333,0.8261875,2000,-2.392201232,-8.150383506,5.758182274,0.007761134
+"US_SRR",2014,198,198,18.7845625,-5.073447299,676.6059798,NA,0.414785,0,0.009,500,9.3875,0.8377,2000,-2.146657182,-7.710669175,5.564011993,0.009446559
+"US_SRR",2014,199,199,19.21810417,-9.546501903,677.8176698,NA,0.416072857,0,0.009,500,9.327083333,0.8492125,2000,-1.640929806,-7.350669903,5.709740097,0.006728478
+"US_SRR",2014,200,200,19.77360417,-13.81102781,652.6812449,NA,0.417360714,0,0.009,500,9.333333333,0.860725,2000,-0.967595686,-6.79421671,5.826621024,0.006854268
+"US_SRR",2014,201,201,18.4659375,-17.49760236,386.4071541,NA,0.418648571,0,0.009,500,9.411458333,0.8722375,2000,0.062811444,-5.41035732,5.473168763,0.000497373
+"US_SRR",2014,202,202,19.80941667,-18.00334147,638.0272195,NA,0.419936429,0,0.009,500,9.436458333,0.88375,2000,-1.163551943,-6.730779045,5.567227102,0.00181328
+"US_SRR",2014,203,203,19.71060417,-10.17294948,590.7889864,NA,0.421224286,0,0.009,500,9.472916667,0.8952625,2000,-0.380925562,-6.069241683,5.688316121,0.005804126
+"US_SRR",2014,204,204,21.24129167,-11.2849674,658.0368683,NA,0.422512143,0,0.009,500,9.533333333,0.906775,2000,-1.207080363,-7.202216219,5.995135857,0.00598387
+"US_SRR",2014,205,205,24.3190625,-9.231859208,600.2075982,NA,0.4238,0,0.009,500,9.616666667,0.9182875,2000,-0.706711809,-7.300308443,6.593596634,0.004020941
+"US_SRR",2014,206,206,26.91977083,-7.914707827,596.9538742,NA,0.425234286,0,0.009,500,9.694791667,0.9298,2000,0.916677876,-6.115981879,7.032659756,0.002080628
+"US_SRR",2014,207,207,24.48141667,-6.775173235,620.3286446,NA,0.426668571,0,0.009,500,9.717708333,0.9413125,2000,0.152367086,-6.688910746,6.841277832,0.002199045
+"US_SRR",2014,208,208,23.6573125,-5.379931277,553.2895654,NA,0.428102857,0,0.009,500,9.648958333,0.952825,2000,0.524232804,-6.09997482,6.624207624,0.000935735
+"US_SRR",2014,209,209,20.68910417,-2.724750307,587.3922583,NA,0.429537143,0,0.009,500,9.563541667,0.9643375,2000,-0.950223429,-7.118058918,6.167835489,0.004608539
+"US_SRR",2014,210,210,22.669125,-5.977037876,612.5677164,NA,0.430971429,0,0.009,500,9.596875,0.97585,2000,0.469832752,-5.885108068,6.35494082,0.004712119
+"US_SRR",2014,211,211,22.2726875,-10.7652926,632.487211,NA,0.432405714,0,0.009,500,9.6125,0.9873625,2000,0.399351227,-6.075585452,6.474936679,0.004184924
+"US_SRR",2014,212,212,21.67354167,-15.71479601,620.6697215,NA,0.43384,0,0.009,500,9.625,0.998875,2000,1.014181048,-5.398606916,6.412787964,0.005546944
+"US_SRR",2014,213,213,23.23597917,-21.13421111,615.5680557,NA,0.435274286,0,0.009,500,9.647916667,1.0103875,2000,1.449785604,-5.112593998,6.562379602,0.005600596
+"US_SRR",2014,214,214,19.01766667,-26.56132885,627.6439599,NA,0.436708571,0,0.009,500,9.663541667,1.0219,2000,0.555049337,-5.393149206,5.948198543,0.005262493
+"US_SRR",2014,215,215,17.993125,-31.6635675,587.7297648,NA,0.438142857,0,0.009,500,9.707291667,1.0334125,2000,-0.264288474,-5.880069097,5.615780623,0.003741257
+"US_SRR",2014,216,216,18.325375,-36.74158336,564.5279824,NA,0.439577143,0,0.009,500,9.760416667,1.044925,2000,-0.599105454,-6.185592079,5.586486624,0.004174228
+"US_SRR",2014,217,217,19.24422917,-39.4586895,339.2789767,NA,0.441011429,0,0.009,500,9.764583333,1.0564375,2000,1.731689561,-3.842834287,5.574523849,0.00139383
+"US_SRR",2014,218,218,23.1959375,-37.18605608,604.3103732,NA,0.442445714,0,0.009,500,9.820833333,1.06795,2000,0.990784952,-5.063783132,6.054568085,0.00413996
+"US_SRR",2014,219,219,20.3664375,-11.7987132,597.6203247,NA,0.44388,0,0.009,500,9.833333333,1.0794625,2000,-1.03306179,-6.862382179,5.829320389,0.005181722
+"US_SRR",2014,220,220,20.55035417,0.066341713,596.0262116,NA,0.445548571,0,0.009,500,10.084375,1.090975,2000,-2.602611066,-8.281336231,5.678725164,0.005560975
+"US_SRR",2014,221,221,18.361625,0.951993247,600.5278989,NA,0.447217143,0,0.009,500,10.23125,1.1024875,2000,-2.848627574,-8.192759942,5.344132368,0.004330666
+"US_SRR",2014,222,222,18.3625,2.004974494,601.4082328,NA,0.448885714,0,0.009,500,10.15833333,1.114,2000,-2.829908469,-8.008665938,5.178757468,0.005220836
+"US_SRR",2014,223,223,20.23010417,2.086713689,607.0594198,NA,0.450554286,0,0.009,500,10.00729167,1.1255125,2000,-1.943002007,-7.384236473,5.441234467,0.0043722
+"US_SRR",2014,224,224,18.75820833,1.757071117,581.1757342,NA,0.452222857,0,0.009,500,9.833333333,1.137025,2000,-2.76323785,-8.085912691,5.322674841,0.00496243
+"US_SRR",2014,225,225,19.29866667,0.834274616,615.7209533,NA,0.453891429,0,0.009,500,9.635416667,1.1485375,2000,-1.368730601,-6.79620315,5.427472549,0.004410557
+"US_SRR",2014,226,226,20.01870833,-1.283748588,598.2380855,NA,0.45556,0,0.009,500,9.551041667,1.16005,2000,-0.377943527,-5.996023593,5.618080066,0.003457453
+"US_SRR",2014,227,227,20.8615625,-5.35626593,585.1743434,NA,0.457228571,0,0.009,500,9.494791667,1.1715625,2000,0.391157716,-5.353167832,5.744325548,0.001990774
+"US_SRR",2014,228,228,20.4935625,-9.290997238,575.3959078,NA,0.458897143,0,0.009,500,9.529166667,1.183075,2000,0.707109906,-4.992889232,5.699999137,0.002669252
+"US_SRR",2014,229,229,19.08872917,-13.70922121,545.1392514,NA,0.460565714,0,0.009,500,9.605208333,1.1945875,2000,0.451977618,-5.015439098,5.467416715,0.003651708
+"US_SRR",2014,230,230,18.05439583,-18.7916965,561.4749769,NA,0.462234286,0,0.009,500,9.790625,1.2061,2000,-0.081025885,-5.342072394,5.261046509,0.006010515
+"US_SRR",2014,231,231,18.09504167,-22.94098686,567.9385818,NA,0.463902857,0,0.009,500,9.93125,1.2176125,2000,-0.070644927,-5.258340347,5.18769542,0.004745399
+"US_SRR",2014,232,232,18.27064583,-24.15947351,477.5644038,NA,0.465571429,0,0.009,500,9.935416667,1.229125,2000,0.1773943,-4.895819539,5.07321384,0.003581997
+"US_SRR",2014,233,233,20.692,-18.34347382,552.3109219,NA,0.46724,0,0.009,500,9.944791667,1.2406375,2000,0.005448293,-5.287328604,5.292776897,0.004017264
+"US_SRR",2014,234,234,19.03435417,-22.12146654,551.2836543,NA,0.466867143,0,0.009,500,9.941666667,1.25215,2000,-0.199083179,-5.50244995,5.303366771,0.003703515
+"US_SRR",2014,235,235,19.60572917,-19.47474834,527.9008171,NA,0.466494286,0,0.009,500,10.00416667,1.2636625,2000,0.179477652,-5.095022879,5.274500531,0.002461085
+"US_SRR",2014,236,236,19.03229167,-9.656872621,542.4542411,NA,0.466121429,0,0.009,500,10.06875,1.275175,2000,-0.149588721,-5.284861553,5.135272832,0.006020362
+"US_SRR",2014,237,237,18.18283333,-11.04400654,523.3834793,NA,0.465748571,0,0.009,500,10.04479167,1.2866875,2000,-0.544248153,-5.505211621,4.960963468,0.004183935
+"US_SRR",2014,238,238,20.00333333,-18.78936544,559.3913369,NA,0.465375714,0,0.009,500,10.03854167,1.2982,2000,0.165045255,-4.899522692,5.064567947,0.003669334
+"US_SRR",2014,239,239,22.12202083,-23.62414006,553.7434412,NA,0.465002857,0,0.009,500,10.06145833,1.27957931,2000,1.021823339,-4.335181639,5.357004979,0.002974812
+"US_SRR",2014,240,240,21.20404167,-27.56160783,555.203558,NA,0.46463,0,0.009,500,10.00416667,1.260958621,2000,1.190609896,-4.20303964,5.393649536,0.005249279
+"US_SRR",2014,241,241,20.15097917,-32.50193901,475.7507858,NA,0.464257143,0,0.009,500,9.932291667,1.242337931,2000,1.065073244,-4.149025302,5.214098547,0.00360561
+"US_SRR",2014,242,242,23.43570833,-36.89203821,546.1779005,NA,0.463884286,0,0.009,500,9.890625,1.223717241,2000,1.62874783,-3.698721596,5.327469425,0.002723434
+"US_SRR",2014,243,243,22.62183333,-40.94681921,530.6911021,NA,0.463511429,0,0.009,500,9.957291667,1.205096552,2000,1.332830819,-4.044516913,5.377347732,0.002967806
+"US_SRR",2014,244,244,24.223,-43.97299377,506.9399189,NA,0.463138571,0,0.009,500,10.04479167,1.186475862,2000,1.79600939,-3.781349079,5.577358469,0.002735673
+"US_SRR",2014,245,245,19.22152083,-44.8572264,537.0293443,NA,0.462765714,0,0.009,500,10.065625,1.167855172,2000,0.622442783,-4.525095654,5.147538437,0.006124962
+"US_SRR",2014,246,246,19.29939583,-36.34717781,515.7181014,NA,0.462392857,0,0.009,500,10.18333333,1.149234483,2000,0.535705185,-4.47321082,5.008916004,0.004476783
+"US_SRR",2014,247,247,19.31060417,-7.712209484,497.928741,NA,0.46202,0,0.009,500,10.31458333,1.130613793,2000,-0.207822124,-5.075455575,4.86763345,0.004479041
+"US_SRR",2014,248,248,18.86472917,-1.380335635,511.1843695,NA,0.461896429,0,0.009,500,10.58541667,1.111993103,2000,-1.960334268,-6.596293661,4.635959393,0.003709579
+"US_SRR",2014,249,249,18.72914583,-0.121663505,502.476813,NA,0.461772857,0,0.009,500,10.66770833,1.093372414,2000,-1.564870956,-6.122784428,4.557913472,0.004164896
+"US_SRR",2014,250,250,18.30266667,-0.197372345,495.9198028,NA,0.461649286,0,0.009,500,10.51875,1.074751724,2000,-1.65973791,-6.149545906,4.489807996,0.003141109
+"US_SRR",2014,251,251,16.57533333,0.112202824,534.9219058,NA,0.461525714,0,0.009,500,10.21458333,1.056131034,2000,-2.187725075,-6.513688075,4.325963,0.00492274
+"US_SRR",2014,252,252,18.99560417,-0.356695365,476.4017128,NA,0.461402143,0,0.009,500,9.727083333,1.037510345,2000,-1.216778344,-5.615181834,4.39840349,0.002515262
+"US_SRR",2014,253,253,23.33004167,-3.346687784,479.2984398,NA,0.461278571,0,0.009,500,9.284375,1.018889655,2000,0.255511377,-4.48688981,4.742401187,0.001944181
+"US_SRR",2014,254,254,24.25277083,-7.316537047,466.8057195,NA,0.461155,0,0.009,500,9.005208333,1.000268966,2000,0.054621571,-4.85434656,4.908968131,0.001174907
+"US_SRR",2014,255,255,24.2725,-10.86471746,481.4523159,NA,0.461031429,0,0.009,500,8.869791667,0.981648276,2000,0.643650372,-4.320969265,4.964619637,0.00144864
+"US_SRR",2014,256,256,22.7316875,-13.99700602,478.5069275,NA,0.460907857,0,0.009,500,8.828125,0.963027586,2000,0.342317595,-4.538479991,4.880797586,0.002441337
+"US_SRR",2014,257,257,21.518875,-17.20915878,495.6561082,NA,0.460784286,0,0.009,500,8.870833333,0.944406897,2000,-0.304384859,-5.051564842,4.747179983,0.00246014
+"US_SRR",2014,258,258,20.20410417,-20.56497591,494.7200665,NA,0.460660714,0,0.009,500,8.891666667,0.925786207,2000,-0.367671111,-4.951270655,4.583599544,0.003629032
+"US_SRR",2014,259,259,21.03141667,-24.28008063,461.1127658,NA,0.460537143,0,0.009,500,8.577083333,0.907165517,2000,0.623992508,-3.942397385,4.566389893,0.003349763
+"US_SRR",2014,260,260,20.28789583,-27.99655359,510.6649315,NA,0.460413571,0,0.009,500,8.34375,0.888544828,2000,0.78975084,-3.776416843,4.566167684,0.004753154
+"US_SRR",2014,261,261,21.35854167,-31.36311387,498.933792,NA,0.46029,0,0.009,500,8.570833333,0.869924138,2000,1.278651751,-3.376311717,4.654963468,0.003420859
+"US_SRR",2014,262,262,20.6610625,-34.88975731,446.8077866,NA,0.461375,0,0.009,500,8.363541667,0.851303448,2000,1.223505608,-3.439981451,4.663487059,0.004483109
+"US_SRR",2014,263,263,19.7598125,-35.32237201,510.1637908,NA,0.46246,0,0.009,500,8.44375,0.832682759,2000,1.312573647,-3.247672158,4.560245804,0.004202836
+"US_SRR",2014,264,264,19.447875,-17.49760236,492.2288421,NA,0.463545,0,0.009,500,8.488541667,0.814062069,2000,1.070606122,-3.363733543,4.434339665,0.00619742
+"US_SRR",2014,265,265,20.1555,-18.00334147,450.8229663,NA,0.46463,0,0.009,500,8.50625,0.795441379,2000,1.301953383,-3.108606936,4.410560319,0.002873755
+"US_SRR",2014,266,266,20.4605625,-10.17294948,475.2639851,NA,0.465715,0,0.009,500,8.526041667,0.77682069,2000,1.832059927,-2.576140403,4.40820033,0.00353611
+"US_SRR",2014,267,267,20.89554167,-11.2849674,471.8786945,NA,0.4668,0,0.009,500,8.428125,0.7582,2000,1.953333983,-2.538045337,4.49137932,0.003644156
+"US_SRR",2014,268,268,18.19064583,-9.231859208,450.8103363,NA,0.467885,0,0.009,500,8.345833333,0.749694118,2000,2.407920823,-1.989713423,4.397634246,0.002108256
+"US_SRR",2014,269,269,16.47860417,-7.914707827,393.3557263,NA,0.46897,0,0.009,500,8.167708333,0.741188235,2000,1.272421874,-2.941978966,4.21440084,0.002621336
+"US_SRR",2014,270,270,18.04304167,-6.775173235,476.7545485,NA,0.470055,0,0.009,500,8.002083333,0.732682353,2000,1.579297852,-2.67948796,4.258785812,0.003189411
+"US_SRR",2014,271,271,18.01302083,-5.379931277,301.1854358,NA,0.47114,0,0.009,500,7.967708333,0.724176471,2000,1.368672712,-2.84807332,4.216746032,0.001866888
+"US_SRR",2014,272,272,17.5420625,-2.724750307,466.8435968,NA,0.472225,0,0.009,500,7.923958333,0.715670588,2000,0.7156787,-3.467351969,4.183030668,0.003017432
+"US_SRR",2014,273,273,19.3119375,-5.977037876,442.2054805,NA,0.47331,0,0.009,500,7.911458333,0.707164706,2000,0.629604813,-3.58193179,4.211536603,0.002736213
+"US_SRR",2014,274,274,21.57122917,-10.7652926,432.2216459,NA,0.474395,0,0.009,500,7.870833333,0.698658824,2000,0.831742186,-3.440910053,4.27265224,0.003439987
+"US_SRR",2014,275,275,20.58678958,-15.71479601,443.4720389,NA,0.47548,0,0.009,500,7.986458333,0.690152941,2000,0.766494052,-3.442543497,4.209037549,0.003394304
+"US_SRR",2014,276,276,22.64058333,-21.13421111,432.0233498,NA,0.475537857,0,0.009,500,7.967708333,0.681647059,2000,1.120596542,-3.197301669,4.317898211,0.002821397
+"US_SRR",2014,277,277,23.68152083,-26.56132885,421.2147061,NA,0.475595714,0,0.009,500,8.011458333,0.673141176,2000,1.090546943,-3.268028067,4.35857501,0.00268999
+"US_SRR",2014,278,278,24.02629167,-31.6635675,420.917308,NA,0.475653571,0,0.009,500,8.054166667,0.664635294,2000,1.267127017,-3.132100119,4.399227136,0.002605314
+"US_SRR",2014,279,279,23.4283125,-36.74158336,395.9474035,NA,0.475711429,0,0.009,500,8.1875,0.656129412,2000,1.278818861,-3.087158457,4.365977317,0.002703757
+"US_SRR",2014,280,280,21.21595833,-39.4586895,376.4645133,NA,0.475769286,0,0.009,500,8.320833333,0.647623529,2000,1.296126566,-2.916684483,4.212811049,0.000413973
+"US_SRR",2014,281,281,22.51847917,-37.18605608,376.0015034,NA,0.475827143,0,0.009,500,8.460416667,0.639117647,2000,0.796815146,-3.443043979,4.239859124,0.001113636
+"US_SRR",2014,282,282,18.74754167,-11.7987132,381.6045079,NA,0.475885,0,0.009,500,8.822916667,0.630611765,2000,-0.372435254,-4.370320704,3.99788545,0.001436973
+"US_SRR",2014,283,283,17.3509375,0.066341713,385.0819498,NA,0.475942857,0,0.009,500,8.978125,0.622105882,2000,-0.129195935,-4.019389731,3.890193796,0.003420565
+"US_SRR",2014,284,284,19.54414583,0.951993247,378.9792878,NA,0.476000714,0,0.009,500,9.054166667,0.6136,2000,0.528099084,-3.448081584,3.976180668,0.001911584
+"US_SRR",2014,285,285,22.2303125,2.004974494,379.3064983,NA,0.476058571,0,0.009,500,9.158333333,0.605094118,2000,1.14094596,-2.956057078,4.097003038,0.002981281
+"US_SRR",2014,286,286,20.21045833,2.086713689,373.894927,NA,0.476116429,0,0.009,500,9.258333333,0.596588235,2000,0.715564051,-3.203748617,3.919312668,0.002441166
+"US_SRR",2014,287,287,17.44964583,1.757071117,294.0780243,NA,0.476174286,0,0.009,500,9.502083333,0.588082353,2000,0.010506405,-3.745729395,3.756235801,0.002706905
+"US_SRR",2014,288,288,17.04552083,0.834274616,299.350787,NA,0.476232143,0,0.009,500,9.428125,0.579576471,2000,2.217984906,-1.52386327,3.741848176,0.00333766
+"US_SRR",2014,289,289,16.508625,-1.283748588,352.2048146,NA,0.47629,0,0.009,500,9.5,0.571070588,2000,1.041009474,-2.710015454,3.751024927,0.002159942
+"US_SRR",2014,290,290,16.6284375,-5.35626593,344.0247093,NA,0.477083571,0,0.009,500,9.598958333,0.562564706,2000,1.041628546,-2.737008879,3.778637426,0.003084383
+"US_SRR",2014,291,291,18.52108333,-9.290997238,418.9218717,NA,0.477877143,0,0.009,500,9.65,0.554058824,2000,0.706840019,-3.084704702,3.791544721,0.003354497
+"US_SRR",2014,292,292,18.89402083,-13.70922121,396.1219234,NA,0.478670714,0,0.009,500,9.745833333,0.545552941,2000,1.366748258,-2.411969853,3.778718111,0.003302079
+"US_SRR",2014,293,293,17.40525,-18.7916965,267.1789436,NA,0.479464286,0,0.009,500,9.808333333,0.537047059,2000,1.567133025,-2.129500053,3.696633077,0.001739366
+"US_SRR",2014,294,294,15.439375,-22.94098686,377.87371,NA,0.480257857,0,0.009,500,9.84375,0.528541176,2000,0.580082562,-3.111910259,3.691992821,0.002588635
+"US_SRR",2014,295,295,16.84616667,-24.15947351,374.5327403,NA,0.481051429,0,0.009,500,9.869791667,0.520035294,2000,1.210896957,-2.502015949,3.712912906,0.00376263
+"US_SRR",2014,296,296,18.09345833,-18.34347382,294.6189569,NA,0.481845,0,0.009,500,9.882291667,0.511529412,2000,1.298388422,-2.420949258,3.719337681,0.002737431
+"US_SRR",2014,297,297,16.47797917,-22.12146654,373.6985798,NA,0.482638571,0,0.009,500,9.894791667,0.503023529,2000,0.872583157,-2.792397276,3.664980433,0.004437616
+"US_SRR",2014,298,298,17.38147917,-19.47474834,304.3938546,NA,0.483432143,0,0.009,500,10.06145833,0.494517647,2000,1.47431736,-2.093751457,3.568068816,0.00349807
+"US_SRR",2014,299,299,15.09827917,-9.656872621,362.1045942,NA,0.484225714,0,0.009,500,9.811458333,0.486011765,2000,0.642036483,-2.932275027,3.57431151,0.003273759
+"US_SRR",2014,300,300,14.54125,-11.04400654,328.8868507,NA,0.485019286,0,0.009,500,9.45,0.477505882,2000,0.821332635,-2.767591981,3.588924616,0.00300079
+"US_SRR",2014,301,301,15.694975,-18.78936544,356.942593,NA,0.485812857,0,0.009,500,9.238541667,0.469,2000,0.752709366,-2.858375574,3.61108494,0.003898334
+"US_SRR",2014,302,302,17.59692708,-23.62414006,360.6322847,NA,0.486606429,0,0.009,500,9.1625,0.469953333,2000,1.092006785,-2.544901181,3.636907967,0.003673766
+"US_SRR",2014,303,303,17.035375,-27.56160783,269.289352,NA,0.4874,0,0.009,500,9.258333333,0.470906667,2000,1.528156621,-2.047624382,3.575781003,0.002397386
+"US_SRR",2014,304,304,14.6765625,-32.50193901,163.7122406,NA,0.487161429,0,0.009,500,9.180208333,0.47186,2000,2.648740951,-0.845044047,3.493784998,0.001964143
+"US_SRR",2014,305,305,13.43651667,-36.89203821,330.9180248,NA,0.486922857,0,0.009,500,9.059375,0.472813333,2000,1.84972217,-1.576576804,3.426298974,0.002595611
+"US_SRR",2014,306,306,13.11798958,-40.94681921,345.8689629,NA,0.486684286,0,0.009,500,9.054166667,0.473766667,2000,0.941866673,-2.453183238,3.395049911,0.003183878
+"US_SRR",2014,307,307,13.49049375,-43.97299377,316.0420287,NA,0.486445714,0,0.009,500,9.111458333,0.47472,2000,1.113446705,-2.261571319,3.375018023,0.003227321
+"US_SRR",2014,308,308,13.47896875,-44.8572264,332.9005448,NA,0.486207143,0,0.009,500,9.116666667,0.475673333,2000,1.02797891,-2.312041059,3.340019969,0.003188492
+"US_SRR",2014,309,309,14.74511042,-36.34717781,357.8230512,NA,0.485968571,0,0.009,500,9.076041667,0.476626667,2000,1.14907099,-2.231022636,3.380093626,0.00332526
+"US_SRR",2014,310,310,16.06776458,-7.712209484,294.9247203,NA,0.48573,0,0.009,500,9.071875,0.47758,2000,1.317154577,-2.102421745,3.419576323,0.003281937
+"US_SRR",2014,311,311,16.33158333,-1.380335635,345.6607095,NA,0.485491429,0,0.009,500,9.108333333,0.478533333,2000,1.346318515,-2.072395273,3.418713789,0.003393703
+"US_SRR",2014,312,312,17.02627083,-0.121663505,333.5689971,NA,0.485014286,0,0.009,500,9.135416667,0.479486667,2000,1.492439632,-1.96982947,3.462269101,0.003319361
+"US_SRR",2014,313,313,16.19022708,-0.197372345,344.1762159,NA,0.484775714,0,0.009,500,9.178125,0.48044,2000,1.630329341,-1.783066915,3.413396256,0.003117124
+"US_SRR",2014,314,314,16.11465625,0.112202824,315.5152724,NA,0.484537143,0,0.009,500,9.251041667,0.481393333,2000,1.327153453,-2.058729993,3.385883446,0.004929644
+"US_SRR",2014,315,315,14.31041667,-0.356695365,195.7409668,NA,0.484298571,0,0.009,500,9.295833333,0.482346667,2000,1.648374413,-1.624774587,3.273149,0.002885095
+"US_SRR",2014,316,316,14.25952083,-3.346687784,304.6061922,NA,0.48406,0,0.009,500,9.347916667,0.4833,2000,1.513909879,-1.736544512,3.250454391,0.003117643
+"US_SRR",2014,317,317,14.11258333,-7.316537047,207.0076842,NA,0.483881429,0,0.009,500,9.433333333,0.486877778,2000,2.324413804,-0.934799086,3.25921289,0.002180725
+"US_SRR",2014,318,318,14.31370833,-10.86471746,323.8151657,NA,0.483702857,0,0.009,500,9.426041667,0.490455556,2000,2.199518299,-1.040135451,3.239653751,0.00256205
+"US_SRR",2014,319,319,12.88918542,-13.99700602,294.1735143,NA,0.483524286,0,0.009,500,9.419791667,0.494033333,2000,1.519205595,-1.606580485,3.12578608,0.002657472
+"US_SRR",2014,320,320,11.9435,-17.20915878,232.5347217,NA,0.483345714,0,0.009,500,9.389583333,0.497611111,2000,1.563434123,-1.45790322,3.021337343,0.00287815
+"US_SRR",2014,321,321,10.208075,-20.56497591,271.1702326,NA,0.483167143,0,0.009,500,9.38125,0.501188889,2000,1.101331584,-1.699241519,2.800573102,0.002529002
+"US_SRR",2014,322,322,11.3218,-24.28008063,208.9317623,NA,0.482988571,0,0.009,500,9.367708333,0.504766667,2000,1.368578521,-1.373553739,2.74213226,0.002443159
+"US_SRR",2014,323,323,10.44854375,-27.99655359,237.0969321,NA,0.48281,0,0.009,500,9.4,0.508344444,2000,1.800247596,-0.800342298,2.600589893,0.001364944
+"US_SRR",2014,324,324,11.368875,-31.36311387,181.888792,NA,0.482631429,0,0.009,500,9.376041667,0.511922222,2000,2.071517793,-0.601343718,2.672861511,0.001288181
+"US_SRR",2014,325,325,11.15598542,-34.88975731,280.5094236,NA,0.482452857,0,0.009,500,9.3375,0.5155,2000,1.683636795,-0.938055055,2.62169185,0.0016942
+"US_SRR",2014,326,326,14.40899583,-35.32237201,275.3050065,NA,0.482274286,0,0.009,500,9.211458333,0.519077778,2000,2.045840305,-0.910845075,2.95668538,0.003108099
+"US_SRR",2014,327,327,11.77824375,1.757071117,260.3800626,NA,0.482095714,0,0.009,500,8.958333333,0.522655556,2000,1.277061238,-1.3854207,2.662481938,0.002792429
+"US_SRR",2014,328,328,10.36616667,0.834274616,326.5148728,NA,0.481917143,0,0.009,500,8.948958333,0.526233333,2000,1.085810294,-1.418823404,2.504633699,0.002325302
+"US_SRR",2014,329,329,10.94116458,-1.283748588,265.8548952,NA,0.481738571,0,0.009,500,8.922916667,0.529811111,2000,1.176010626,-1.35867219,2.534682817,0.002374614
+"US_SRR",2014,330,330,11.56429583,-5.35626593,292.2152027,NA,0.48156,0,0.009,500,8.910416667,0.533388889,2000,1.236728581,-1.353964811,2.590693392,0.002493358
+"US_SRR",2014,331,331,11.446675,-9.290997238,288.2335201,NA,0.481487857,0,0.009,500,8.904166667,0.536966667,2000,1.289795049,-1.286727232,2.576522282,0.00230655
+"US_SRR",2014,332,332,12.04501667,-13.70922121,330.818495,NA,0.481415714,0,0.009,500,8.877083333,0.540544444,2000,1.462757118,-1.180396738,2.643153856,0.001998499
+"US_SRR",2014,333,333,13.43875,-18.7916965,229.6312883,NA,0.481343571,0,0.009,500,8.86875,0.544122222,2000,2.001662174,-0.798253871,2.799916045,0.002143788
+"US_SRR",2014,334,334,11.9543125,-22.94098686,219.1379617,NA,0.481271429,0,0.009,500,8.740625,0.5477,2000,2.047553436,-0.560539224,2.60809266,0.001595691
+"US_SRR",2014,335,335,13.42395833,-24.15947351,266.0112386,NA,0.481199286,0,0.009,500,8.652083333,0.551277778,2000,1.735673206,-1.025560726,2.761233932,0.002424134
+"US_SRR",2014,336,336,12.63741667,-18.34347382,102.2745189,NA,0.481127143,0,0.009,500,8.221875,0.554855556,2000,2.242133909,-0.409941387,2.652075296,0.00155091
+"US_SRR",2014,337,337,14.790625,-22.12146654,152.3535557,NA,0.481055,0,0.009,500,7.534375,0.558433333,2000,2.101460134,-0.743668392,2.845128526,0.002377707
+"US_SRR",2014,338,338,14.84783333,-19.47474834,181.8413077,NA,0.480982857,0,0.009,500,6.482291667,0.562011111,2000,2.142601577,-0.721712933,2.86431451,0.002218325
+"US_SRR",2014,339,339,13.92554167,-9.656872621,235.8210915,NA,0.480910714,0,0.009,500,6.2875,0.565588889,2000,2.183000153,-0.585635204,2.768635357,0.001972833
+"US_SRR",2014,340,340,15.22491667,-11.04400654,312.4621761,NA,0.480838571,0,0.009,500,6.352083333,0.569166667,2000,1.924070375,-0.965343081,2.889413456,0.002803328
+"US_SRR",2014,341,341,13.53370833,-18.78936544,202.8573495,NA,0.480766429,0,0.009,500,6.283333333,0.572744444,2000,2.029912157,-0.697807975,2.727720133,0.002060412
+"US_SRR",2014,342,342,12.80979167,-23.62414006,229.6579942,NA,0.480694286,0,0.009,500,6.3375,0.576322222,2000,2.13463521,-0.524495659,2.659130869,0.001668109
+"US_SRR",2014,343,343,13.10154167,-27.56160783,216.3958976,NA,0.480622143,0,0.009,500,6.422916667,0.5799,2000,2.291067705,-0.407356736,2.698424441,0.001595424
+"US_SRR",2014,344,344,12.25410417,-32.50193901,198.950039,NA,0.48055,0,0.009,500,6.64375,0.603403333,2000,2.276781128,-0.34260984,2.619390969,0.001256965
+"US_SRR",2014,345,345,12.68807708,-36.89203821,165.0050061,NA,0.477471429,0,0.009,500,6.372916667,0.626906667,2000,2.463765265,-0.108340786,2.572106051,0.001247592
+"US_SRR",2014,346,346,9.8062375,-40.94681921,201.9204245,NA,0.474392857,0,0.009,500,2.765625,0.65041,2000,1.864442373,-0.354202335,2.218644708,0.000838751
+"US_SRR",2014,347,347,8.29436875,-43.97299377,296.6075454,NA,0.471314286,0,0.009,500,1.935416667,0.673913333,2000,1.409202316,-0.612797541,2.021999856,0.001154256
+"US_SRR",2014,348,348,8.92723125,-44.8572264,216.4361108,NA,0.468235714,0,0.009,500,2.234375,0.697416667,2000,1.744078339,-0.315719746,2.059798085,0.000669382
+"US_SRR",2014,349,349,9.420645833,-36.34717781,182.8203798,NA,0.465157143,0,0.009,500,2.052083333,0.72092,2000,1.856914812,-0.200930693,2.057845506,0.000568054
+"US_SRR",2014,350,350,10.22118542,-7.712209484,260.0627895,NA,0.462078571,0,0.009,500,1.805208333,0.744423333,2000,1.641196489,-0.445709088,2.086905577,0.001135387
+"US_SRR",2014,351,351,10.88508333,-1.380335635,275.9702416,NA,0.459,0,0.009,500,1.657291667,0.767926667,2000,1.51730816,-0.664152931,2.181461091,0.000839485
+"US_SRR",2014,352,352,10.84165417,-0.121663505,226.6489919,NA,0.455921429,0,0.009,500,1.801041667,0.79143,2000,1.749176051,-0.408268278,2.157444329,0.001156022
+"US_SRR",2014,353,353,10.9211625,-0.197372345,168.883907,NA,0.452842857,0,0.009,500,2.172916667,0.814933333,2000,2.013241056,-0.116207077,2.129448133,0.000847327
+"US_SRR",2014,354,354,12.29583333,0.112202824,131.2141363,NA,0.449764286,0,0.009,500,1.855208333,0.838436667,2000,1.937962302,-0.378403214,2.316365516,0.001366363
+"US_SRR",2014,355,355,15.10633333,-0.356695365,234.7102044,NA,0.446685714,0,0.009,500,2.096875,0.86194,2000,2.013534083,-0.661437171,2.674971254,0.002217176
+"US_SRR",2014,356,356,13.63167083,-3.346687784,252.9954419,NA,0.443607143,0,0.009,500,2.246875,0.885443333,2000,2.132146451,-0.414337181,2.546483632,0.001638933
+"US_SRR",2014,357,357,9.926245833,-7.316537047,190.3903145,NA,0.440528571,0,0.009,500,2.388541667,0.908946667,2000,1.708478534,-0.368076421,2.076554955,0.000783693
+"US_SRR",2014,358,358,10.58333333,-10.86471746,128.0525223,NA,0.43745,0,0.009,500,2.466666667,0.93245,2000,1.557133081,-0.561698451,2.118831532,0.003838655
+"US_SRR",2014,359,359,9.919791667,-13.99700602,190.850856,NA,0.435583571,0,0.009,500,2.26875,0.955953333,2000,1.146294827,-0.865938952,2.012233778,0.001748753
+"US_SRR",2014,360,360,8.075,-17.20915878,189.1150679,NA,0.433717143,0,0.009,500,2.335416667,0.979456667,2000,1.017548968,-0.793355878,1.810904846,0.001229619
+"US_SRR",2014,361,361,5.267708333,-20.56497591,191.71875,NA,0.431850714,0,0.009,500,2.307291667,1.00296,2000,1.051236091,-0.539689945,1.590926036,0.000327682
+"US_SRR",2014,362,362,7.0125,-24.28008063,210.3784721,NA,0.429984286,0,0.009,500,2.221875,1.026463333,2000,0.983911196,-0.711594878,1.695506074,0.000762181
+"US_SRR",2014,363,363,6.572916667,-27.99655359,162.1483599,NA,0.428117857,0,0.009,500,2.198958333,1.049966667,2000,1.120435451,-0.512024789,1.63246024,-0.000455244
+"US_SRR",2014,364,364,6.270833333,-31.36311387,153.6553967,NA,0.426251429,0,0.009,500,2.241666667,1.07347,2000,0.854777063,-0.733374856,1.588151919,0.0000432
+"US_SRR",2014,365,365,5.990625,-34.88975731,190.2309317,NA,0.424385,0,0.009,500,2.290625,1.096973333,2000,0.788900691,-0.767496395,1.556397086,-0.001441836
+"US_SRR",2015,1,366,2.716666667,0.480358594,220.3592537,NA,0.422518571,0,0.009,500,2.394791667,1.120476667,2000,0.718169271,-0.701567584,1.419736855,-0.001920182
+"US_SRR",2015,2,367,3.40625,0.338771915,216.9496699,NA,0.420652143,0,0.009,500,2.486458333,1.14398,2000,0.705572847,-0.724911684,1.430484531,-0.001989552
+"US_SRR",2015,3,368,3.940625,0.412859147,217.2596321,NA,0.418785714,0,0.009,500,2.528125,1.167483333,2000,0.709451021,-0.749919336,1.459370357,-0.002055056
+"US_SRR",2015,4,369,5.455208333,-0.031562891,199.2198343,NA,0.416919286,0,0.009,500,2.458333333,1.190986667,2000,0.808811855,-0.702613429,1.511425284,-0.00173876
+"US_SRR",2015,5,370,5.94375,-2.090397391,214.3459878,NA,0.415052857,0,0.009,500,2.329166667,1.21449,2000,0.785758628,-0.769300023,1.555058651,-0.00142201
+"US_SRR",2015,6,371,7.672916667,-4.884327225,223.7688375,NA,0.413186429,0,0.009,500,2.221875,1.237993333,2000,0.791363753,-0.898829497,1.69019325,-0.000709222
+"US_SRR",2015,7,372,8.430227083,-8.066632259,219.2170125,NA,0.41132,0,0.009,500,2.167708333,1.261496667,2000,0.889821623,-0.922086689,1.811908311,-0.000427178
+"US_SRR",2015,8,373,9.661458333,-2.563197575,246.2182903,NA,0.410267857,0,0.009,500,2.1125,1.285,2000,1.060775199,-0.764077656,1.824852855,0.0000124
+"US_SRR",2015,9,374,10.55315208,-0.130481001,228.944286,NA,0.409215714,0,0.009,500,2.155208333,1.274803704,2000,1.232324678,-0.675530912,1.90785559,0.0000135
+"US_SRR",2015,10,375,10.87643125,-3.865045028,254.792235,NA,0.408163571,0,0.009,500,2.032291667,1.264607407,2000,1.107033044,-0.850111535,1.957144578,0.000474047
+"US_SRR",2015,11,376,10.4990125,-7.284256906,284.54561,NA,0.407111429,0,0.009,500,2.021875,1.254411111,2000,1.016769904,-0.908243579,1.925013483,0.000287505
+"US_SRR",2015,12,377,10.87797083,-9.720064672,301.3277263,NA,0.406059286,0,0.009,500,2.032291667,1.244214815,2000,1.093188334,-0.871853723,1.965042057,0.000765581
+"US_SRR",2015,13,378,10.45004167,-11.32449411,272.5409725,NA,0.405007143,0,0.009,500,2.1625,1.234018519,2000,1.035219987,-0.890911028,1.926131015,0.000680367
+"US_SRR",2015,14,379,8.092210417,-12.35852281,251.3199357,NA,0.403955,0,0.009,500,2.130208333,1.223822222,2000,1.162622184,-0.565795668,1.728417852,-0.000340133
+"US_SRR",2015,15,380,7.440545833,-11.92205678,280.1106437,NA,0.402902857,0,0.009,500,2.128125,1.213625926,2000,1.155943731,-0.49231643,1.648260161,-0.000424995
+"US_SRR",2015,16,381,8.836158333,-10.23786449,257.20405,NA,0.401850714,0,0.009,500,2.102083333,1.20342963,2000,1.367840093,-0.387928651,1.755768744,-0.000451341
+"US_SRR",2015,17,382,9.71848125,-10.99089886,250.3001181,NA,0.400798571,0,0.009,500,2.133333333,1.193233333,2000,1.43771116,-0.405084398,1.842795558,-0.000303435
+"US_SRR",2015,18,383,10.60616667,-9.780114856,248.7302669,NA,0.399746429,0,0.009,500,2.216666667,1.183037037,2000,1.577183953,-0.349254931,1.926438884,-0.000170111
+"US_SRR",2015,19,384,11.28786458,-10.09612578,290.0837635,NA,0.398694286,0,0.009,500,2.369791667,1.172840741,2000,1.377138059,-0.678868994,2.056007052,0.000387763
+"US_SRR",2015,20,385,9.8490625,-12.81090086,320.2271746,NA,0.397642143,0,0.009,500,2.602083333,1.162644444,2000,1.086215116,-0.844390048,1.930605165,0.000481292
+"US_SRR",2015,21,386,8.3674375,-14.54951839,279.4421168,NA,0.39659,0,0.009,500,2.709375,1.152448148,2000,1.061033134,-0.727576912,1.788610046,-0.0000705
+"US_SRR",2015,22,387,7.5225625,-9.267078514,242.0167833,NA,0.394058571,0,0.009,500,2.819791667,1.142251852,2000,1.12387618,-0.567095463,1.690971643,-0.000816604
+"US_SRR",2015,23,388,6.815985417,-10.18227373,313.8145188,NA,0.391527143,0,0.009,500,2.866666667,1.132055556,2000,0.931943649,-0.751957394,1.683901043,-0.000606985
+"US_SRR",2015,24,389,7.735739583,-10.41147793,313.6208665,NA,0.388995714,0,0.009,500,2.889583333,1.121859259,2000,1.038346622,-0.671714727,1.710061349,-0.000314741
+"US_SRR",2015,25,390,7.647070833,-8.711221578,278.2609756,NA,0.386464286,0,0.009,500,2.927083333,1.111662963,2000,1.121286744,-0.588934275,1.71022102,-0.000567099
+"US_SRR",2015,26,391,8.790139583,-10.75926225,311.2356172,NA,0.383932857,0,0.009,500,2.917708333,1.101466667,2000,1.073666945,-0.722651342,1.796318287,-0.000012
+"US_SRR",2015,27,392,11.89369375,-12.09860939,226.7299272,NA,0.381401429,0,0.009,500,2.934375,1.09127037,2000,1.287248683,-0.784017738,2.071266421,0.000450306
+"US_SRR",2015,28,393,12.07267083,-12.35391136,330.6384812,NA,0.37887,0,0.009,500,2.9625,1.081074074,2000,1.085166177,-1.022899224,2.108065401,0.000969149
+"US_SRR",2015,29,394,11.99167917,-7.048667618,279.367856,NA,0.376338571,0,0.009,500,3.008333333,1.070877778,2000,1.075359253,-1.017211497,2.092570749,0.001032377
+"US_SRR",2015,30,395,12.99619792,-0.681878514,286.34616,NA,0.373807143,0,0.009,500,3.084375,1.060681481,2000,1.085595925,-1.13939595,2.224991875,0.000809193
+"US_SRR",2015,31,396,16.10416667,0.297218201,258.0802191,NA,0.371275714,0,0.009,500,3.160416667,1.050485185,2000,1.157122497,-1.358820223,2.51594272,0.000170782
+"US_SRR",2015,32,397,9.64806875,-0.361205463,273.9859858,NA,0.368744286,0,0.009,500,3.251041667,1.040288889,2000,1.070441735,-0.823465032,1.893906767,0.000103339
+"US_SRR",2015,33,398,11.84200833,-2.332625138,320.2990786,NA,0.366212857,0,0.009,500,3.31875,1.030092593,2000,1.15682195,-0.956957535,2.113779485,0.000754633
+"US_SRR",2015,34,399,12.3728875,-5.846853131,319.219374,NA,0.363681429,0,0.009,500,3.390625,1.019896296,2000,1.178227735,-1.004237026,2.182464761,0.001042083
+"US_SRR",2015,35,400,12.71874167,-8.691356875,229.3167548,NA,0.36115,0,0.009,500,3.41875,1.0097,2000,1.220911088,-1.002969688,2.223880776,0.000962316
+"US_SRR",2015,36,401,12.56082917,-10.73483677,206.7779463,NA,0.359076429,0,0.009,500,3.358333333,1.02235,2000,1.413459402,-0.788480338,2.20193974,0.000879452
+"US_SRR",2015,37,402,15.18375,-12.36115792,171.7618244,NA,0.357002857,0,0.009,500,3.404166667,1.035,2000,2.154955873,-0.357070311,2.512026184,0.000687324
+"US_SRR",2015,38,403,16.05264583,-13.86793613,286.796851,NA,0.354929286,0,0.009,500,3.228125,1.04765,2000,1.571452572,-1.113452975,2.684905547,0.001712536
+"US_SRR",2015,39,404,14.7021875,-15.04583189,181.3104024,NA,0.352855714,0,0.009,500,3.111458333,1.0603,2000,2.11304688,-0.461438579,2.574485459,0.000582792
+"US_SRR",2015,40,405,14.79470417,-15.93928742,257.8957275,NA,0.350782143,0,0.009,500,2.917708333,1.07295,2000,1.105334778,-1.489042956,2.594377734,0.000693963
+"US_SRR",2015,41,406,11.68645417,-16.53538051,328.1377134,NA,0.348708571,0,0.009,500,2.809375,1.0856,2000,0.829414313,-1.430920094,2.260334407,0.001130157
+"US_SRR",2015,42,407,11.31401458,-17.1705949,364.0745954,NA,0.346635,0,0.009,500,2.901041667,1.09825,2000,0.849741895,-1.37725069,2.226992585,0.000999675
+"US_SRR",2015,43,408,12.8621,-17.49086255,383.1645053,NA,0.344561429,0,0.009,500,2.996875,1.1109,2000,0.772845396,-1.671696038,2.444541434,0.001349306
+"US_SRR",2015,44,409,13.198725,-18.49154693,385.4616629,NA,0.342487857,0,0.009,500,3.173958333,1.12355,2000,0.71935418,-1.806253611,2.525607791,0.001212908
+"US_SRR",2015,45,410,14.47574167,-18.63744101,357.5882185,NA,0.340414286,0,0.009,500,3.254166667,1.1362,2000,0.843841825,-1.852436185,2.69627801,0.001502519
+"US_SRR",2015,46,411,13.69391667,-19.34821222,389.0628688,NA,0.338340714,0,0.009,500,3.105208333,1.14885,2000,0.814411744,-1.832953869,2.647365613,0.001180497
+"US_SRR",2015,47,412,14.4686625,-20.36328837,355.1142805,NA,0.336267143,0,0.009,500,2.9875,1.1615,2000,0.636608343,-2.159488318,2.796096661,0.002191905
+"US_SRR",2015,48,413,12.29158333,-21.08931283,333.6469408,NA,0.334193571,0,0.009,500,2.941666667,1.17415,2000,0.42785156,-2.089189546,2.517041106,-0.008321352
+"US_SRR",2015,49,414,13.15617708,-21.48503594,318.9553707,NA,0.33212,0,0.009,500,2.76875,1.1868,2000,0.485608173,-2.087745396,2.57335357,-0.000638289
+"US_SRR",2015,50,415,11.85910417,-22.38604208,265.7671921,NA,0.328875714,0,0.009,500,2.5625,1.19945,2000,1.317227,-1.089280093,2.406507093,-0.000191859
+"US_SRR",2015,51,416,13.61026667,-23.5257287,392.423169,NA,0.325631429,0,0.009,500,2.310416667,1.2121,2000,0.679673521,-1.981304552,2.660978074,0.00161311
+"US_SRR",2015,52,417,11.82967917,-24.35462394,396.6065219,NA,0.322387143,0,0.009,500,2.180208333,1.22475,2000,0.570207846,-1.924365935,2.494573781,0.00106498
+"US_SRR",2015,53,418,13.09509792,-24.82575184,352.762343,NA,0.319142857,0,0.009,500,2.286458333,1.2374,2000,0.568858765,-1.921865203,2.490723969,0.002673085
+"US_SRR",2015,54,419,12.85931667,-25.76395362,310.1676208,NA,0.315898571,0,0.009,500,2.40625,1.25005,2000,0.685963114,-1.533241063,2.219204177,0.002750763
+"US_SRR",2015,55,420,12.12294792,-26.38928634,366.1280873,NA,0.312654286,0,0.009,500,2.220833333,1.2627,2000,0.476458388,-1.667362019,2.143820406,0.002150875
+"US_SRR",2015,56,421,11.48078542,-26.68153057,392.7578229,NA,0.30941,0,0.009,500,2.169791667,1.27535,2000,0.462452996,-1.691243456,2.153696451,0.001818474
+"US_SRR",2015,57,422,14.0299625,-16.2666496,376.7933388,NA,0.306165714,0,0.009,500,2.204166667,1.288,2000,0.733120236,-1.795389903,2.528510139,0.003141018
+"US_SRR",2015,58,423,12.89400833,-8.346765101,372.0996382,NA,0.302921429,0,0.009,500,2.260416667,1.30065,2000,0.341087479,-2.124875984,2.465963463,0.006609333
+"US_SRR",2015,59,424,10.57402083,-6.557725691,369.7662765,NA,0.299677143,0,0.009,500,2.175,1.3133,2000,0.583957476,-1.572013476,2.155970952,0.002488414
+"US_SRR",2015,60,425,11.03719583,-0.136460681,401.0683625,NA,0.296432857,0,0.009,500,2.011458333,1.32595,2000,0.251501593,-2.020210345,2.271711938,0.001101386
+"US_SRR",2015,61,426,11.96192917,-0.531068938,357.0408364,NA,0.293188571,0,0.009,500,2.021875,1.3386,2000,0.284330011,-2.074574603,2.358904613,0.002198857
+"US_SRR",2015,62,427,10.83206042,-2.199501228,424.8826403,NA,0.289944286,0,0.009,500,2.010416667,1.35125,2000,0.293202265,-2.028692289,2.321894555,0.001592952
+"US_SRR",2015,63,428,11.93612708,-5.265506538,416.5394226,NA,0.2867,0,0.009,500,2.017708333,1.3639,2000,0.19747141,-2.270033572,2.467504982,0.002123329
+"US_SRR",2015,64,429,11.11974167,-8.07078763,447.3633264,NA,0.2867,0,0.009,500,2.038541667,1.37655,2000,0.08256396,-2.355698934,2.438262894,0.002106414
+"US_SRR",2015,65,430,13.12549167,-10.21125998,441.8141193,NA,0.2867,0,0.009,500,2.042708333,1.3892,2000,0.22984924,-2.482430008,2.712279248,0.002291256
+"US_SRR",2015,66,431,14.22866667,-11.83940543,437.0502585,NA,0.2867,0,0.009,500,2.016666667,1.40185,2000,0.253451709,-2.688035859,2.941487568,0.002120912
+"US_SRR",2015,67,432,14.41755417,-12.86831593,436.4670345,NA,0.2867,0,0.009,500,2.036458333,1.4145,2000,0.107675765,-2.961330805,3.06900657,0.001718209
+"US_SRR",2015,68,433,14.84369792,-14.10504567,433.9005372,NA,0.2867,0,0.009,500,2.036458333,1.42715,2000,-0.112455012,-3.312495978,3.200040966,0.003214978
+"US_SRR",2015,69,434,13.98291042,-15.15772287,351.5625236,NA,0.2867,0,0.009,500,2.004166667,1.4398,2000,0.690772332,-2.482297809,3.17307014,0.002208886
+"US_SRR",2015,70,435,14.457875,-16.12328929,402.8558089,NA,0.2867,0,0.009,500,2.095833333,1.435372414,2000,0.23576351,-3.084869273,3.320632783,0.001655404
+"US_SRR",2015,71,436,15.44784583,-16.58093757,484.0056314,NA,0.2867,0,0.009,500,2.102083333,1.430944828,2000,-0.180154441,-3.665359304,3.485204863,0.002127825
+"US_SRR",2015,72,437,17.28102083,-12.03440384,480.4768252,NA,0.2867,0,0.009,500,2.092708333,1.426517241,2000,0.164363439,-3.762778499,3.927141938,0.002263345
+"US_SRR",2015,73,438,18.59333333,-8.783028422,466.9941816,NA,0.2867,0,0.009,500,2.148958333,1.422089655,2000,0.229551293,-4.018503113,4.248054406,0.00162903
+"US_SRR",2015,74,439,17.01185417,-8.593908349,375.9183063,NA,0.2867,0,0.009,500,2.2125,1.417662069,2000,-0.11295569,-4.290175486,4.177219795,-0.001003946
+"US_SRR",2015,75,440,15.71139583,-4.920306661,302.4805334,NA,0.2867,0,0.009,500,2.319791667,1.413234483,2000,1.040343083,-2.867043362,3.907386445,0.000708934
+"US_SRR",2015,76,441,15.4165625,-6.809784438,483.8880275,NA,0.2867,0,0.009,500,2.391666667,1.408806897,2000,-0.599000883,-4.533252601,3.934251718,0.002111076
+"US_SRR",2015,77,442,15.82823542,-9.275237231,472.1282122,NA,0.2867,0,0.009,500,2.470833333,1.40437931,2000,-0.359685236,-4.385204781,4.025519545,0.00195874
+"US_SRR",2015,78,443,17.185625,-11.67775135,469.9553757,NA,0.2867,0,0.009,500,2.5875,1.399951724,2000,0.189322383,-4.06702605,4.256348433,0.003064295
+"US_SRR",2015,79,444,15.08995833,-14.63277784,341.5083404,NA,0.2867,0,0.009,500,2.634375,1.395524138,2000,-0.312329956,-4.271358295,3.95902834,0.000467543
+"US_SRR",2015,80,445,16.3380625,-21.12833278,478.3615648,NA,0.2867,0,0.009,500,2.659375,1.391096552,2000,-0.469291527,-4.567078508,4.097786981,0.002639774
+"US_SRR",2015,81,446,15.52910417,1.040168201,461.2771262,NA,0.2867,0,0.009,500,2.736458333,1.386668966,2000,-0.474623212,-4.559380303,4.084757091,0.001929365
+"US_SRR",2015,82,447,14.20216667,-3.682512738,542.7157932,NA,0.2867,0,0.009,500,2.763541667,1.382241379,2000,-0.749527499,-4.67830113,3.928773631,0.001955254
+"US_SRR",2015,83,448,14.89597917,-10.70473567,439.5024172,NA,0.2867,0,0.009,500,2.789583333,1.377813793,2000,-1.124871905,-5.045128927,3.920257022,0.002076487
+"US_SRR",2015,84,449,16.59842708,-8.285904113,523.175049,NA,0.2867,0,0.009,500,2.842708333,1.373386207,2000,-0.502577425,-4.748806152,4.246228727,0.002649316
+"US_SRR",2015,85,450,18.20077083,-10.68076627,544.8449406,NA,0.2867,0,0.009,500,2.885416667,1.368958621,2000,-0.356013752,-5.095341606,4.739327854,0.002284719
+"US_SRR",2015,86,451,17.02458333,-12.56836906,532.2424894,NA,0.2867,0,0.009,500,2.873958333,1.364531034,2000,-0.572894447,-5.439583781,4.866689334,0.004515124
+"US_SRR",2015,87,452,17.44441458,-13.83433843,497.9919711,NA,0.2867,0,0.009,500,2.827083333,1.360103448,2000,-0.101636998,-4.890121552,4.788484553,0.002244794
+"US_SRR",2015,88,453,18.10422917,-14.606224,519.7121691,NA,0.2867,0,0.009,500,2.848958333,1.355675862,2000,-0.064835091,-5.113026942,5.048191851,0.001874803
+"US_SRR",2015,89,454,17.11041667,-15.15002023,495.2468126,NA,0.2867,0,0.009,500,2.858333333,1.351248276,2000,-1.431077363,-6.437479488,5.006402125,0.002945607
+"US_SRR",2015,90,455,16.19375,-15.59570915,494.7989633,NA,0.2867,0,0.009,500,2.853125,1.34682069,2000,-1.292854705,-5.968477757,4.675623051,0.003932004
+"US_SRR",2015,91,456,13.05454792,-15.22740135,502.1807109,NA,0.2867,0,0.009,500,2.873958333,1.342393103,2000,-2.299868842,-6.48147964,4.181610798,0.001445276
+"US_SRR",2015,92,457,14.94180625,-13.4554395,512.5854705,NA,0.2867,0,0.009,500,2.898958333,1.337965517,2000,-0.505199101,-4.775498885,4.270299784,0.003570524
+"US_SRR",2015,93,458,14.43185208,-15.27351584,506.1278572,NA,0.2867,0,0.009,500,2.990625,1.333537931,2000,-0.968683318,-5.198109912,4.229426594,0.004956563
+"US_SRR",2015,94,459,12.6884,-17.40253557,495.3943396,NA,0.2867,0,0.009,500,2.960416667,1.329110345,2000,-2.255825318,-6.110672271,3.854846953,-0.000417229
+"US_SRR",2015,95,460,10.6644125,-18.2533732,340.9520539,NA,0.2867,0,0.009,500,2.991666667,1.324682759,2000,-0.999330871,-4.431151532,3.431820661,0.000756866
+"US_SRR",2015,96,461,10.86268125,-5.375218478,517.633224,NA,0.2867,0,0.009,500,3.036458333,1.320255172,2000,-1.814110588,-5.12700725,3.312896662,0.002115363
+"US_SRR",2015,97,462,10.80420417,-1.604016237,477.7471752,NA,0.2867,0,0.009,500,3.08125,1.315827586,2000,-1.011039723,-4.341562804,3.330523081,0.001832784
+"US_SRR",2015,98,463,10.363575,-5.17758496,528.6479556,NA,0.2867,0,0.009,500,3.151041667,1.3114,2000,-1.707146,-4.953332263,3.246186263,0.002542664
+"US_SRR",2015,99,464,12.31470417,-8.359839319,569.4870714,NA,0.2867,0,0.009,500,3.270833333,1.323507692,2000,-1.620577015,-5.246131739,3.625554725,0.002808117
+"US_SRR",2015,100,465,14.00544375,-10.87895721,567.5395768,NA,0.2867,0,0.009,500,3.336458333,1.335615385,2000,-2.063072961,-6.10593939,4.042866429,0.002512269
+"US_SRR",2015,101,466,15.49295,-12.64585153,532.2997592,NA,0.2867,0,0.009,500,3.326041667,1.347723077,2000,-2.089712748,-6.276869468,4.18715672,0.003458066
+"US_SRR",2015,102,467,16.925525,-14.00146544,580.8307451,NA,0.2867,0,0.009,500,3.369791667,1.359830769,2000,-1.276300538,-5.826661361,4.550360823,0.003415222
+"US_SRR",2015,103,468,14.008625,-15.93442259,550.9372151,NA,0.2867,0,0.009,500,3.308333333,1.371938462,2000,-2.758616108,-7.126148494,4.367532386,0.004350888
+"US_SRR",2015,104,469,12.77357292,-17.72832683,535.9452769,NA,0.2867,0,0.009,500,3.242708333,1.384046154,2000,-1.454131501,-5.356758309,3.902626809,0.003438615
+"US_SRR",2015,105,470,16.14773125,-18.61732293,571.8232026,NA,0.2867,0,0.009,500,3.322916667,1.396153846,2000,-0.845927765,-5.197916645,4.351988881,0.004468703
+"US_SRR",2015,106,471,20.39479167,-6.075550583,521.7625996,NA,0.2867,0,0.009,500,3.375,1.408261538,2000,0.148785076,-4.641484223,4.790269299,0.004061585
+"US_SRR",2015,107,472,18.202375,-8.491797698,552.202658,NA,0.2867,0,0.009,500,3.407291667,1.420369231,2000,-0.875659265,-5.697942105,4.822282839,0.002978401
+"US_SRR",2015,108,473,16.37213333,-10.71395856,566.4415033,NA,0.2867,0,0.009,500,3.398958333,1.432476923,2000,-1.637590113,-6.405474173,4.76788406,0.003807561
+"US_SRR",2015,109,474,15.28920833,-9.252737416,585.6483799,NA,0.2867,0,0.009,500,3.516666667,1.444584615,2000,-3.612806908,-8.294455062,4.681648154,0.004259532
+"US_SRR",2015,110,475,14.38572917,-12.75672901,626.3520151,NA,0.2867,0,0.009,500,3.716666667,1.456692308,2000,-5.457382469,-9.919611438,4.462228969,0.0000872
+"US_SRR",2015,111,476,12.7808125,-15.28436034,477.8433362,NA,0.2867,0,0.009,500,3.883333333,1.4688,2000,-4.518939306,-8.573183098,4.054243792,0.000751517
+"US_SRR",2015,112,477,14.96935417,-17.51199414,588.6494527,NA,0.2867,0,0.009,500,4.025,1.480907692,2000,-3.421094651,-7.855276023,4.434181372,0.003698757
+"US_SRR",2015,113,478,14.80406875,-19.75787103,593.9642372,NA,0.2867,0,0.009,500,4.061458333,1.493015385,2000,-4.448706002,-9.014815416,4.566109415,0.00553605
+"US_SRR",2015,114,479,14.26254167,-21.54685976,591.0021477,NA,0.2867,0,0.009,500,3.920833333,1.505123077,2000,-3.270191141,-7.716528304,4.446337163,0.001760148
+"US_SRR",2015,115,480,14.46714583,-22.72130961,536.8067973,NA,0.2867,0,0.009,500,3.948958333,1.517230769,2000,-2.204314147,-6.608058056,4.403743908,0.005831356
+"US_SRR",2015,116,481,16.00611042,-22.49114257,592.1992974,NA,0.2867,0,0.009,500,3.882291667,1.529338462,2000,-2.035745953,-6.619196184,4.583450231,0.003150286
+"US_SRR",2015,117,482,20.46270833,-17.59145295,606.274987,NA,0.2867,0,0.009,500,3.966666667,1.541446154,2000,-0.035565502,-5.400520827,5.364955325,0.002134991
+"US_SRR",2015,118,483,16.5246875,-18.90976986,607.5742477,NA,0.2867,0,0.009,500,3.934375,1.553553846,2000,-2.507611717,-7.596001893,5.088390176,0.002235072
+"US_SRR",2015,119,484,17.45835417,-10.11401415,614.7620698,NA,0.2867,0,0.009,500,3.94375,1.565661538,2000,-2.005814748,-7.296248843,5.290434095,0.000637709
+"US_SRR",2015,120,485,21.67120833,-10.21865856,618.6934429,NA,0.2867,0,0.009,500,4.145833333,1.577769231,2000,0.665983444,-5.354753835,6.020737278,0.002092386
+"US_SRR",2015,121,486,20.17510417,-14.16453843,617.6124615,NA,0.2867,0,0.009,500,4.191666667,1.589876923,2000,-0.974123124,-7.086278487,6.112155364,0.002872336
+"US_SRR",2015,122,487,15.94045833,-8.658012554,610.6948033,NA,0.2867,0,0.009,500,4.288541667,1.601984615,2000,-2.549176424,-7.971470321,5.422293897,0.001718208
+"US_SRR",2015,123,488,13.44714583,-12.46108953,635.6890864,NA,0.2867,0,0.009,500,4.414583333,1.614092308,2000,-3.525348742,-8.378370701,4.853021959,0.006623664
+"US_SRR",2015,124,489,13.33475,-16.60739006,608.5874623,NA,0.2867,0,0.009,500,4.545833333,1.6262,2000,-3.408860256,-8.034214657,4.625354401,0.0051959
+"US_SRR",2015,125,490,14.86475417,-20.25611019,587.1667238,NA,0.2867,0,0.009,500,4.784375,1.619165789,2000,-3.845655488,-8.631726215,4.786070727,0.002459779
+"US_SRR",2015,126,491,15.70459792,-23.34785853,568.6451913,NA,0.2867,0,0.009,500,5.003125,1.612131579,2000,-3.311463432,-8.232121543,4.92065811,0.002718731
+"US_SRR",2015,127,492,15.0596875,-26.34641507,370.9390254,NA,0.2867,0,0.009,500,5.275,1.605097368,2000,-1.193836518,-5.825686856,4.631850338,0.003209879
+"US_SRR",2015,128,493,14.15562083,-29.22122262,617.2973943,NA,0.2867,0,0.009,500,5.326041667,1.598063158,2000,-3.151297709,-7.76983676,4.618539051,0.004488852
+"US_SRR",2015,129,494,14.59372917,-31.79927584,648.3757274,NA,0.2867,0,0.009,500,5.128125,1.591028947,2000,-3.587885555,-8.442990621,4.855105066,0.004532029
+"US_SRR",2015,130,495,14.54191667,-33.89844785,628.0093835,NA,0.2867,0,0.009,500,5.045833333,1.583994737,2000,-3.263417717,-8.112810005,4.849392288,0.004032868
+"US_SRR",2015,131,496,14.58625,-35.73471661,590.3388627,NA,0.2867,0,0.009,500,5.033333333,1.576960526,2000,-3.088654154,-7.912152714,4.823498561,0.005721838
+"US_SRR",2015,132,497,13.66682292,-37.17764398,614.058337,NA,0.2867,0,0.009,500,4.966666667,1.569926316,2000,-2.7436576,-7.344620701,4.600963101,0.005426212
+"US_SRR",2015,133,498,13.66219167,-9.398074064,638.7956697,NA,0.2867,0,0.009,500,4.978125,1.562892105,2000,-3.561490324,-8.122963875,4.561473551,0.005405693
+"US_SRR",2015,134,499,14.26035417,-4.297305003,492.0423619,NA,0.2867,0,0.009,500,5.113541667,1.555857895,2000,-3.258398168,-7.90460878,4.646210613,0.002918197
+"US_SRR",2015,135,500,13.98051042,-1.170945457,603.3726372,NA,0.2867,0,0.009,500,5.141666667,1.548823684,2000,-3.621605959,-8.223313166,4.601707207,0.004845739
+"US_SRR",2015,136,501,14.81677083,-0.287726335,613.1062309,NA,0.2867,0,0.009,500,5.29375,1.541789474,2000,-4.424989872,-9.126003257,4.701013385,0.004931207
+"US_SRR",2015,137,502,13.81372917,-0.361306814,388.7685459,NA,0.2867,0,0.009,500,5.364583333,1.534755263,2000,-5.011839533,-9.451451135,4.439611602,0.002489907
+"US_SRR",2015,138,503,14.11745833,-0.226561295,631.7468589,NA,0.2867,0,0.009,500,5.509375,1.527721053,2000,-5.79409694,-10.23477995,4.440683007,0.004107218
+"US_SRR",2015,139,504,14.52835417,-1.276451351,517.6393498,NA,0.2867,0,0.009,500,5.604166667,1.520686842,2000,-4.321182284,-8.830664308,4.509482025,0.002906379
+"US_SRR",2015,140,505,14.4766875,-5.123919859,590.9357185,NA,0.2867,0,0.009,500,5.623958333,1.513652632,2000,-5.249623568,-9.766196006,4.516572438,0.002926618
+"US_SRR",2015,141,506,15.27060417,-9.196589227,535.4954914,NA,0.2867,0,0.009,500,5.527083333,1.506618421,2000,-4.448840764,-9.129407303,4.680566539,0.003326937
+"US_SRR",2015,142,507,15.381125,-12.64362182,600.0802199,NA,0.2867,0,0.009,500,5.480208333,1.499584211,2000,-4.031813839,-8.831597367,4.799783528,0.003657752
+"US_SRR",2015,143,508,15.75325,-15.39989994,583.5980066,NA,0.2867,0,0.009,500,5.414583333,1.49255,2000,-2.466771249,-7.431926143,4.965154894,0.00370182
+"US_SRR",2015,144,509,15.691375,-17.87133241,673.9539011,NA,0.2867,0,0.009,500,5.345833333,1.485515789,2000,-3.012079338,-8.012770869,5.000691531,0.003149362
+"US_SRR",2015,145,510,14.51941667,-19.16704816,662.2768363,NA,0.2867,0,0.009,500,5.252083333,1.478481579,2000,-3.111874654,-7.958092016,4.846217362,0.005519602
+"US_SRR",2015,146,511,14.82533333,-20.72602188,656.3830805,NA,0.2867,0,0.009,500,5.205208333,1.471447368,2000,-2.670561157,-7.500730391,4.830169234,0.00502112
+"US_SRR",2015,147,512,15.06070833,-22.03526793,633.9608706,NA,0.2867,0,0.009,500,5.346875,1.464413158,2000,-2.384412099,-7.200910183,4.816498085,0.005692947
+"US_SRR",2015,148,513,16.00016667,-10.41872449,568.8782444,NA,0.2867,0,0.009,500,5.482291667,1.457378947,2000,-2.991787617,-7.938316828,4.946529211,0.004710459
+"US_SRR",2015,149,514,16.28541667,-4.169755371,622.0352298,NA,0.2867,0,0.009,500,5.511458333,1.450344737,2000,-2.504478178,-7.578861492,5.074383314,0.005183946
+"US_SRR",2015,150,515,16.37804167,-1.475858502,619.8020748,NA,0.2867,0,0.009,500,5.542708333,1.443310526,2000,-2.452949445,-7.592837155,5.13988771,0.004938988
+"US_SRR",2015,151,516,14.77985417,-0.85878585,596.4090583,NA,0.2867,0,0.009,500,5.585416667,1.436276316,2000,-3.214757233,-8.062498331,4.847741098,0.00569134
+"US_SRR",2015,152,517,17.24579167,-5.56991283,611.7873642,NA,0.2867,0,0.009,500,5.692708333,1.429242105,2000,-4.065674285,-9.196598505,5.130924219,0.004121363
+"US_SRR",2015,153,518,18.17997917,-10.46443358,667.0986222,NA,0.2867,0,0.009,500,5.794791667,1.422207895,2000,-4.347958888,-9.708229656,5.360270768,0.00633361
+"US_SRR",2015,154,519,17.32772917,-15.8928182,588.4313911,NA,0.2867,0,0.009,500,5.958333333,1.415173684,2000,-4.153396479,-9.392677033,5.239280553,0.00596569
+"US_SRR",2015,155,520,18.44825,-21.44530654,655.1791415,NA,0.2867,0,0.009,500,6.084375,1.408139474,2000,-4.216436101,-9.639650908,5.423214807,0.005976635
+"US_SRR",2015,156,521,18.74910417,-26.41102603,678.5638336,NA,0.2867,0,0.009,500,6.169791667,1.401105263,2000,-4.791806936,-10.37354688,5.581739947,0.00629999
+"US_SRR",2015,157,522,17.9460625,-30.50158376,701.5547826,NA,0.2867,0,0.009,500,6.158333333,1.394071053,2000,-4.970344233,-10.49998893,5.529644695,0.006691398
+"US_SRR",2015,158,523,21.14791667,-33.8842081,671.0126577,NA,0.2867,0,0.009,500,6.073958333,1.387036842,2000,-2.313437781,-8.443332494,6.129894712,0.004657063
+"US_SRR",2015,159,524,26.85510417,-37.41713527,641.8651542,NA,0.2867,0,0.009,500,6.132291667,1.380002632,2000,0.282837637,-6.861224938,7.144062574,0.00104004
+"US_SRR",2015,160,525,21.279,-39.88912517,517.407071,NA,0.2867,0,0.009,500,6.1875,1.372968421,2000,-1.150839581,-7.665625197,6.514785616,0.003288893
+"US_SRR",2015,161,526,19.08764583,-41.94836507,289.5815704,NA,0.2867,0,0.009,500,6.135416667,1.365934211,2000,2.071142931,-3.723669577,5.794812508,0.0005671
+"US_SRR",2015,162,527,21.90154167,-36.37134991,710.0998849,NA,0.2867,0,0.009,500,6.270833333,1.3589,2000,-1.03182263,-7.405686091,6.373863461,0.004277135
+"US_SRR",2015,163,528,23.10554167,-3.963861786,680.3954012,NA,0.2867,0,0.009,500,6.55625,1.339838462,2000,-1.494082037,-8.179997825,6.685915788,0.003880687
+"US_SRR",2015,164,529,18.744125,0.038064917,682.823469,NA,0.2867,0,0.009,500,7.044791667,1.320776923,2000,-5.002633113,-10.89860477,5.895971655,0.00480665
+"US_SRR",2015,165,530,16.6101875,1.477343677,681.7347246,NA,0.2867,0,0.009,500,7.463541667,1.301715385,2000,-6.359064165,-11.63830257,5.279238405,0.005566259
+"US_SRR",2015,166,531,16.72672917,2.398417219,687.4796237,NA,0.2867,0,0.009,500,7.6375,1.282653846,2000,-6.147063792,-11.29570509,5.148641298,0.010260393
+"US_SRR",2015,167,532,19.2019375,1.92749202,674.927047,NA,0.29753,0,0.009,500,7.73125,1.263592308,2000,-4.683785643,-10.21166724,5.527881594,0.002998287
+"US_SRR",2015,168,533,19.93066667,0.977229527,624.4670063,NA,0.301605,0,0.009,500,7.734375,1.244530769,2000,-4.188903081,-9.920458199,5.731555118,0.002898286
+"US_SRR",2015,169,534,18.7174375,-4.643214334,677.9337563,NA,0.30568,0,0.009,500,7.635416667,1.225469231,2000,-4.361431479,-9.899582075,5.538150597,0.00479326
+"US_SRR",2015,170,535,19.97720833,-8.915594905,659.5746882,NA,0.309755,0,0.009,500,7.49375,1.206407692,2000,-2.477262867,-8.235676083,5.758413217,0.003727322
+"US_SRR",2015,171,536,20.6606875,-12.74304669,640.9547426,NA,0.31383,0,0.009,500,7.458333333,1.187346154,2000,-2.099969349,-8.15899055,6.059021201,0.00468804
+"US_SRR",2015,172,537,16.797125,-16.98487007,657.4552587,NA,0.317905,0,0.009,500,7.4875,1.168284615,2000,-1.766269105,-7.221977214,5.455708109,0.002423765
+"US_SRR",2015,173,538,17.7051875,-21.95368076,685.6399893,NA,0.32198,0,0.009,500,7.61875,1.149223077,2000,-1.755370658,-7.261606825,5.506236167,-0.002292205
+"US_SRR",2015,174,539,20.53595833,-25.5855767,657.8483418,NA,0.326055,0,0.009,500,7.751041667,1.130161538,2000,-0.20480134,-6.168732405,5.963931065,0.004209304
+"US_SRR",2015,175,540,20.81314583,-9.857343953,664.0706294,NA,0.33013,0,0.009,500,7.942708333,1.1111,2000,0.103973609,-5.947234306,6.051207915,0.001828163
+"US_SRR",2015,176,541,23.8253125,-1.173884622,647.1929851,NA,0.334205,0,0.009,500,8.075,1.092038462,2000,0.728992574,-5.882078451,6.611071025,-0.007182445
+"US_SRR",2015,177,542,23.4463125,-1.016436587,658.5287749,NA,0.33828,0,0.009,500,8.158333333,1.072976923,2000,1.035356547,-5.564353371,6.599709918,0.002682353
+"US_SRR",2015,178,543,18.8121875,-0.986132781,566.4208197,NA,0.343100714,0,0.009,500,8.179166667,1.053915385,2000,-1.156980324,-6.987519497,5.830539172,0.005602295
+"US_SRR",2015,179,544,20.31310417,-0.282709484,681.1743894,NA,0.347921429,0,0.009,500,8.185416667,1.034853846,2000,-1.667636554,-7.70229542,6.034658866,0.010674699
+"US_SRR",2015,180,545,20.90885417,-2.481458379,656.5233085,NA,0.352742143,0,0.009,500,8.295833333,1.015792308,2000,-1.739090321,-7.967342345,6.228252024,0.009456314
+"US_SRR",2015,181,546,26.60235417,-5.776313168,611.177796,NA,0.357562857,0,0.009,500,8.579166667,0.996730769,2000,-1.517910648,-8.617224347,7.0993137,0.00380677
+"US_SRR",2015,182,547,25.1013125,-7.365540025,524.7274032,NA,0.362383571,0,0.009,500,8.926041667,0.977669231,2000,-2.990212113,-9.981848212,6.991636099,0.002235188
+"US_SRR",2015,183,548,21.591875,-11.18762023,555.2327609,NA,0.367204286,0,0.009,500,9.178125,0.958607692,2000,-4.122144009,-10.41250759,6.290363585,0.005172307
+"US_SRR",2015,184,549,21.43458333,-15.35626854,690.6763529,NA,0.372025,0,0.009,500,9.297916667,0.939546154,2000,-4.374396049,-10.57948424,6.205088191,0.003673764
+"US_SRR",2015,185,550,20.70991667,-20.12754705,700.6085267,NA,0.376845714,0,0.009,500,9.395833333,0.920484615,2000,-4.512567061,-10.62536922,6.112802155,0.004348528
+"US_SRR",2015,186,551,19.152,-25.51574619,678.7632446,NA,0.381666429,0,0.009,500,9.346875,0.901423077,2000,-5.119763478,-10.91574228,5.795978797,0.004364466
+"US_SRR",2015,187,552,19.73989583,-30.60962342,671.8227386,NA,0.386487143,0,0.009,500,9.140625,0.882361538,2000,-3.907981448,-9.75678538,5.848803932,0.007339276
+"US_SRR",2015,188,553,19.81379167,-35.65312944,611.2208719,NA,0.391307857,0,0.009,500,9.060416667,0.8633,2000,-2.642233376,-8.425279153,5.783045777,0.00461424
+"US_SRR",2015,189,554,17.61739583,-38.91246087,657.0492037,NA,0.396128571,0,0.009,500,9.103125,0.851548276,2000,-2.177700016,-7.52997425,5.352274234,0.006743791
+"US_SRR",2015,190,555,16.55839583,-35.05480663,356.4950908,NA,0.400949286,0,0.009,500,9.167708333,0.839796552,2000,-0.504291348,-5.502879578,4.99858823,0.004183949
+"US_SRR",2015,191,556,18.36572917,-5.051859638,564.2642102,NA,0.40577,0,0.009,500,9.315625,0.828044828,2000,-2.742782993,-7.876311823,5.133528831,0.005704318
+"US_SRR",2015,192,557,19.489625,0.260174586,676.0122029,NA,0.407057857,0,0.009,500,9.541666667,0.816293103,2000,-3.801146994,-9.256287145,5.455140151,0.008231027
+"US_SRR",2015,193,558,20.04633333,2.192168907,638.5188866,NA,0.408345714,0,0.009,500,9.940625,0.804541379,2000,-3.690859297,-9.289391957,5.59853266,0.00839682
+"US_SRR",2015,194,559,21.12139583,2.341812953,647.6177567,NA,0.409633571,0,0.009,500,10.18020833,0.792789655,2000,-3.328955165,-9.21644333,5.887488165,0.006908258
+"US_SRR",2015,195,560,19.91072917,1.842610958,659.4776566,NA,0.410921429,0,0.009,500,10.409375,0.781037931,2000,-3.354261696,-9.123771527,5.76950983,0.008762928
+"US_SRR",2015,196,561,20.89954167,1.146079497,654.8005271,NA,0.412209286,0,0.009,500,10.56875,0.769286207,2000,-2.725085062,-8.710437685,5.985352623,0.004508337
+"US_SRR",2015,197,562,20.46539583,-0.607335206,667.8889149,NA,0.413497143,0,0.009,500,10.640625,0.757534483,2000,-3.11068992,-9.048683332,5.937993412,0.005650788
+"US_SRR",2015,198,563,20.75472917,-5.073447299,660.7784516,NA,0.414785,0,0.009,500,10.68229167,0.745782759,2000,-3.049453563,-9.072258642,6.022805079,0.005835365
+"US_SRR",2015,199,564,20.274875,-9.546501903,660.7896201,NA,0.416072857,0,0.009,500,10.68229167,0.734031034,2000,-3.191131916,-9.066667534,5.875535618,0.00799453
+"US_SRR",2015,200,565,24.770375,-13.81102781,646.3932405,NA,0.417360714,0,0.009,500,10.55520833,0.72227931,2000,-0.688498991,-7.434996361,6.74649737,0.004389719
+"US_SRR",2015,201,566,25.05252083,-17.49760236,652.998249,NA,0.418648571,0,0.009,500,10.49166667,0.710527586,2000,-0.434544862,-7.662650311,7.22810545,0.00714554
+"US_SRR",2015,202,567,19.77260417,-18.00334147,636.8800339,NA,0.419936429,0,0.009,500,10.43020833,0.698775862,2000,-0.678983109,-6.85693185,6.177948741,0.006675096
+"US_SRR",2015,203,568,18.66627083,-10.17294948,678.0435948,NA,0.421224286,0,0.009,500,10.52604167,0.687024138,2000,-1.133599245,-6.975329657,5.841730412,0.009645226
+"US_SRR",2015,204,569,18.69995833,-11.2849674,628.7512025,NA,0.422512143,0,0.009,500,10.61041667,0.675272414,2000,-0.695091117,-6.461971116,5.76688,0.006683967
+"US_SRR",2015,205,570,19.69820833,-9.231859208,632.5777107,NA,0.4238,0,0.009,500,10.634375,0.66352069,2000,0.102769438,-5.837754844,5.940524282,0.004529168
+"US_SRR",2015,206,571,18.93154167,-7.914707827,653.1044918,NA,0.425234286,0,0.009,500,10.68125,0.651768966,2000,0.075443927,-5.751441384,5.826885311,0.006358986
+"US_SRR",2015,207,572,20.05014583,-6.775173235,657.9310647,NA,0.426668571,0,0.009,500,10.81145833,0.640017241,2000,-0.063341217,-6.048011867,5.98467065,0.00634419
+"US_SRR",2015,208,573,24.13802083,-5.379931277,617.6615441,NA,0.428102857,0,0.009,500,11.01979167,0.628265517,2000,-1.443280394,-7.995355061,6.552074667,0.003410959
+"US_SRR",2015,209,574,26.37741667,-2.724750307,595.3681956,NA,0.429537143,0,0.009,500,11.25520833,0.616513793,2000,-0.495112024,-7.41171722,6.916605195,0.002530473
+"US_SRR",2015,210,575,25.7733125,-5.977037876,599.7637682,NA,0.430971429,0,0.009,500,11.50104167,0.604762069,2000,-0.792432043,-7.500472975,6.708040932,0.00169896
+"US_SRR",2015,211,576,21.8286875,-10.7652926,621.1638544,NA,0.432405714,0,0.009,500,11.56145833,0.593010345,2000,-2.653141186,-8.773979724,6.120838539,0.00513828
+"US_SRR",2015,212,577,19.84545833,-15.71479601,580.2040601,NA,0.43384,0,0.009,500,11.59479167,0.581258621,2000,-3.346201891,-9.004272555,5.658070664,0.004046293
+"US_SRR",2015,213,578,20.48422917,-21.13421111,641.3647247,NA,0.435274286,0,0.009,500,11.59895833,0.569506897,2000,-2.894853299,-8.519822098,5.624968799,0.00736249
+"US_SRR",2015,214,579,20.1828125,-26.56132885,635.5024781,NA,0.436708571,0,0.009,500,11.571875,0.557755172,2000,-2.957701525,-8.652083146,5.694381622,0.009730807
+"US_SRR",2015,215,580,19.865875,-31.6635675,624.822942,NA,0.438142857,0,0.009,500,11.44166667,0.546003448,2000,-2.622109398,-8.239186725,5.617077327,0.00640976
+"US_SRR",2015,216,581,18.79529167,-36.74158336,423.3476574,NA,0.439577143,0,0.009,500,11.409375,0.534251724,2000,-1.725480876,-7.052048085,5.32656721,0.00364887
+"US_SRR",2015,217,582,21.48235417,-39.4586895,607.3272504,NA,0.441011429,0,0.009,500,11.39375,0.5225,2000,-1.286126078,-7.082737887,5.796611809,0.004024913
+"US_SRR",2015,218,583,21.70077083,-37.18605608,360.7923021,NA,0.442445714,0,0.009,500,11.40833333,0.520581481,2000,0.157901686,-5.748442634,5.90634432,0.003505557
+"US_SRR",2015,219,584,19.97372917,-11.7987132,579.3045865,NA,0.44388,0,0.009,500,11.46458333,0.518662963,2000,-2.13777699,-7.731900474,5.594123484,0.006357344
+"US_SRR",2015,220,585,19.24885417,0.066341713,556.1518506,NA,0.445548571,0,0.009,500,11.56145833,0.516744444,2000,-4.100042608,-9.587990939,5.487948332,0.004765378
+"US_SRR",2015,221,586,21.45379167,0.951993247,591.9504722,NA,0.447217143,0,0.009,500,11.67083333,0.514825926,2000,-2.00965883,-7.75631123,5.7466524,0.005323454
+"US_SRR",2015,222,587,20.31372917,2.004974494,604.2985483,NA,0.448885714,0,0.009,500,11.75729167,0.512907407,2000,-2.777760402,-8.424463647,5.646703245,0.007677077
+"US_SRR",2015,223,588,19.98097917,2.086713689,611.7120565,NA,0.450554286,0,0.009,500,11.86875,0.510988889,2000,-2.192376801,-7.743210627,5.550833826,0.005860593
+"US_SRR",2015,224,589,20.63841667,1.757071117,588.2764628,NA,0.452222857,0,0.009,500,11.87708333,0.50907037,2000,-1.594530573,-7.20160514,5.607074568,0.004135468
+"US_SRR",2015,225,590,20.67485417,0.834274616,606.3849103,NA,0.453891429,0,0.009,500,11.834375,0.507151852,2000,-1.365057251,-7.087109997,5.722052746,0.005585161
+"US_SRR",2015,226,591,21.38777083,-1.283748588,601.08381,NA,0.45556,0,0.009,500,11.80625,0.505233333,2000,-0.768934727,-6.504652905,5.735718179,0.00409294
+"US_SRR",2015,227,592,25.14885417,-5.35626593,537.7980828,NA,0.457228571,0,0.009,500,11.81666667,0.503314815,2000,0.792816055,-5.489663704,6.282479759,0.003312882
+"US_SRR",2015,228,593,27.6038125,-9.290997238,555.2739174,NA,0.458897143,0,0.009,500,11.81875,0.501396296,2000,1.810134832,-4.974368112,6.784502944,0.003851103
+"US_SRR",2015,229,594,25.34547917,-13.70922121,513.54099,NA,0.460565714,0,0.009,500,11.82708333,0.499477778,2000,2.38539056,-4.438708584,6.824099145,0.003040742
+"US_SRR",2015,230,595,19.80629167,-18.7916965,567.9115619,NA,0.462234286,0,0.009,500,11.79583333,0.497559259,2000,1.363853764,-4.68763684,6.051490604,0.005089526
+"US_SRR",2015,231,596,18.97422917,-22.94098686,578.8036612,NA,0.463902857,0,0.009,500,11.78020833,0.495640741,2000,0.854971106,-4.807049179,5.662020285,0.007133866
+"US_SRR",2015,232,597,18.15814583,-24.15947351,567.7906066,NA,0.465571429,0,0.009,500,11.78854167,0.493722222,2000,0.54299652,-4.859627383,5.402623903,0.004540172
+"US_SRR",2015,233,598,18.55827083,-18.34347382,597.629131,NA,0.46724,0,0.009,500,11.8125,0.491803704,2000,0.683598316,-4.680912519,5.364510836,0.003616255
+"US_SRR",2015,234,599,19.14579167,-22.12146654,571.028916,NA,0.466867143,0,0.009,500,11.85208333,0.489885185,2000,0.990600622,-4.38427311,5.374873732,0.003789233
+"US_SRR",2015,235,600,19.54077083,-19.47474834,554.6406482,NA,0.466494286,0,0.009,500,11.865625,0.487966667,2000,0.869890258,-4.468874937,5.338765195,0.006495594
+"US_SRR",2015,236,601,20.00616667,-9.656872621,558.2771099,NA,0.466121429,0,0.009,500,11.90104167,0.486048148,2000,1.17347613,-4.115219793,5.288695923,0.004176327
+"US_SRR",2015,237,602,20.3618125,-11.04400654,546.132963,NA,0.465748571,0,0.009,500,11.94583333,0.48412963,2000,1.091238751,-4.164842133,5.256080883,0.005808202
+"US_SRR",2015,238,603,22.35622917,-18.78936544,536.1360808,NA,0.465375714,0,0.009,500,11.9875,0.482211111,2000,1.244960268,-4.229240041,5.474200309,0.005215477
+"US_SRR",2015,239,604,25.491,-23.62414006,545.2257427,NA,0.465002857,0,0.009,500,12.04375,0.480292593,2000,1.491959157,-4.149877294,5.641836451,0.004030829
+"US_SRR",2015,240,605,25.52185417,-27.56160783,490.5699785,NA,0.46463,0,0.009,500,12.13645833,0.478374074,2000,-0.338879918,-6.069629468,5.73074955,0.002587828
+"US_SRR",2015,241,606,21.31122917,-32.50193901,368.3016645,NA,0.464257143,0,0.009,500,12.33020833,0.476455556,2000,-0.410726932,-5.793147049,5.382420117,0.002612992
+"US_SRR",2015,242,607,21.0025625,-36.89203821,516.0807224,NA,0.463884286,0,0.009,500,12.015625,0.474537037,2000,-1.594788898,-6.85582478,5.261035882,0.003216015
+"US_SRR",2015,243,608,22.42145833,-40.94681921,513.1493298,NA,0.463511429,0,0.009,500,11.09166667,0.472618519,2000,-0.211649151,-5.716489323,5.504840172,0.003717792
+"US_SRR",2015,244,609,20.29383333,-43.97299377,529.2511117,NA,0.463138571,0,0.009,500,10.503125,0.4707,2000,-0.604134452,-5.950506883,5.346372431,0.004128944
+"US_SRR",2015,245,610,19.295125,-44.8572264,541.0167453,NA,0.462765714,0,0.009,500,10.171875,0.46855,2000,-1.7864054,-6.885252846,5.098847446,0.00585698
+"US_SRR",2015,246,611,19.00297917,-36.34717781,521.9964897,NA,0.462392857,0,0.009,500,9.780208333,0.4664,2000,-1.2345952,-6.226099101,4.991503901,0.003802438
+"US_SRR",2015,247,612,18.1618125,-7.712209484,512.3285515,NA,0.46202,0,0.009,500,9.685416667,0.46425,2000,-1.82922544,-6.67757492,4.84834948,0.004760647
+"US_SRR",2015,248,613,19.84685417,-1.380335635,506.4236404,NA,0.461896429,0,0.009,500,9.529166667,0.4621,2000,-0.124868544,-4.961712535,4.836843991,0.004290466
+"US_SRR",2015,249,614,21.7198125,-0.121663505,495.3319735,NA,0.461772857,0,0.009,500,9.382291667,0.45995,2000,0.452344472,-4.505918641,4.958263113,0.003640206
+"US_SRR",2015,250,615,23.18877083,-0.197372345,501.6881653,NA,0.461649286,0,0.009,500,9.135416667,0.4578,2000,0.909565405,-4.227726673,5.137292078,0.003278145
+"US_SRR",2015,251,616,25.14558333,0.112202824,487.2662664,NA,0.461525714,0,0.009,500,8.973958333,0.45565,2000,1.431465761,-3.879609442,5.311075203,0.002595713
+"US_SRR",2015,252,617,27.07552083,-0.356695365,488.3784795,NA,0.461402143,0,0.009,500,8.85625,0.4535,2000,1.394772527,-4.117576358,5.512348884,0.002024464
+"US_SRR",2015,253,618,27.5428125,-3.346687784,472.1659434,NA,0.461278571,0,0.009,500,8.709375,0.45135,2000,1.193308895,-4.392088203,5.585397098,0.001774832
+"US_SRR",2015,254,619,25.9301875,-7.316537047,464.771073,NA,0.461155,0,0.009,500,8.7875,0.4492,2000,0.266954815,-5.11507902,5.382033835,0.001734634
+"US_SRR",2015,255,620,20.30139583,-10.86471746,323.0207027,NA,0.461031429,0,0.009,500,9.086458333,0.44705,2000,-0.315524142,-5.020092437,4.704568294,0.002542072
+"US_SRR",2015,256,621,22.62235417,-13.99700602,417.397695,NA,0.460907857,0,0.009,500,9.090625,0.4449,2000,-0.159654463,-5.023372118,4.863717655,0.002741831
+"US_SRR",2015,257,622,17.4533125,-17.20915878,378.173258,NA,0.460784286,0,0.009,500,9.286458333,0.44275,2000,-1.273808878,-5.6715688,4.397759922,0.004258433
+"US_SRR",2015,258,623,17.2890625,-20.56497591,470.1546814,NA,0.460660714,0,0.009,500,9.344791667,0.4406,2000,-1.776449757,-6.077368492,4.300918736,0.005779586
+"US_SRR",2015,259,624,16.75041667,-24.28008063,301.3748798,NA,0.460537143,0,0.009,500,9.397916667,0.43845,2000,0.545517047,-3.587727474,4.133244521,0.00252258
+"US_SRR",2015,260,625,18.3804375,-27.99655359,504.8150218,NA,0.460413571,0,0.009,500,9.416666667,0.4363,2000,-0.620596324,-4.964209691,4.343613367,0.00388095
+"US_SRR",2015,261,626,20.46677083,-31.36311387,473.931388,NA,0.46029,0,0.009,500,9.422916667,0.43415,2000,0.393462412,-4.132760928,4.52622334,0.00357184
+"US_SRR",2015,262,627,23.313,-34.88975731,473.5642363,NA,0.461375,0,0.009,500,9.397916667,0.432,2000,0.88008678,-3.829067259,4.709154038,0.002550691
+"US_SRR",2015,263,628,25.02360417,-35.32237201,463.8572239,NA,0.46246,0,0.009,500,9.226041667,0.42985,2000,1.271888334,-3.606657939,4.878546273,0.002170159
+"US_SRR",2015,264,629,25.441875,-17.49760236,403.0564456,NA,0.463545,0,0.009,500,9.0875,0.4277,2000,1.243589569,-3.697718568,4.941308137,0.001779149
+"US_SRR",2015,265,630,17.82004167,-18.00334147,412.8558512,NA,0.46463,0,0.009,500,9.015625,0.42555,2000,-1.785409762,-6.058370648,4.272960886,0.002213049
+"US_SRR",2015,266,631,20.03727083,-10.17294948,411.1761626,NA,0.465715,0,0.009,500,9.028125,0.4234,2000,-0.271380127,-4.566909592,4.295529465,0.002836182
+"US_SRR",2015,267,632,24.36802083,-11.2849674,427.6294107,NA,0.4668,0,0.009,500,9.001041667,0.42125,2000,1.03273574,-3.49600944,4.52874518,0.002552563
+"US_SRR",2015,268,633,23.15041667,-9.231859208,443.4210742,NA,0.467885,0,0.009,500,9.058333333,0.4191,2000,0.135488832,-4.360002695,4.495491527,0.003305934
+"US_SRR",2015,269,634,22.36847917,-7.914707827,434.5953801,NA,0.46897,0,0.009,500,9.422916667,0.41695,2000,-0.55736805,-4.953373607,4.396005556,0.00456019
+"US_SRR",2015,270,635,21.21220833,-6.775173235,374.4890013,NA,0.470055,0,0.009,500,9.622916667,0.4148,2000,-0.00603096,-4.320967724,4.314936763,0.002198704
+"US_SRR",2015,271,636,18.79308333,-5.379931277,373.4075885,NA,0.47114,0,0.009,500,9.65625,0.41265,2000,-0.645466026,-4.802812691,4.157346665,0.002677668
+"US_SRR",2015,272,637,16.45145833,-2.724750307,394.7375089,NA,0.472225,0,0.009,500,9.65,0.4105,2000,-0.957844719,-4.879667664,3.921822945,0.004507869
+"US_SRR",2015,273,638,15.65583333,-5.977037876,196.8834779,NA,0.47331,0,0.009,500,9.522916667,0.40835,2000,1.837891674,-1.970076046,3.80796772,0.001377526
+"US_SRR",2015,274,639,18.93825,-10.7652926,407.6883668,NA,0.474395,0,0.009,500,9.472916667,0.4062,2000,-0.135442864,-4.132987691,3.997544827,0.001366874
+"US_SRR",2015,275,640,20.45291667,-15.71479601,404.5360035,NA,0.47548,0,0.009,500,9.4375,0.40405,2000,0.321625981,-3.763411748,4.085037729,0.002406461
+"US_SRR",2015,276,641,18.08979167,-21.13421111,403.2508265,NA,0.475537857,0,0.009,500,9.380208333,0.4019,2000,0.175943445,-3.776950823,3.952894268,0.006569222
+"US_SRR",2015,277,642,18.4081875,-26.56132885,445.4256105,NA,0.475595714,0,0.009,500,9.24375,0.39975,2000,0.044833014,-3.920627694,3.965460709,0.003589194
+"US_SRR",2015,278,643,18.76977083,-31.6635675,422.0343148,NA,0.475653571,0,0.009,500,9.147916667,0.3976,2000,0.521391058,-3.428267387,3.949658445,0.003092057
+"US_SRR",2015,279,644,18.94110417,-36.74158336,407.1943501,NA,0.475711429,0,0.009,500,9.076041667,0.39545,2000,0.357996667,-3.601380483,3.95937715,0.002850146
+"US_SRR",2015,280,645,19.87910417,-39.4586895,407.7040774,NA,0.475769286,0,0.009,500,8.934375,0.3933,2000,0.396858186,-3.61585169,4.012709876,0.004694431
+"US_SRR",2015,281,646,22.25435417,-37.18605608,389.0399006,NA,0.475827143,0,0.009,500,8.848958333,0.39115,2000,1.041641663,-3.103903255,4.145544918,0.003039451
+"US_SRR",2015,282,647,21.35875,-11.7987132,374.1010836,NA,0.475885,0,0.009,500,8.763541667,0.389,2000,1.172068708,-2.9456927,4.117761408,0.004423574
+"US_SRR",2015,283,648,19.85739583,0.066341713,410.928258,NA,0.475942857,0,0.009,500,8.655208333,0.38685,2000,1.490440434,-2.546894825,4.037335259,0.0072618
+"US_SRR",2015,284,649,21.037625,0.951993247,363.2727461,NA,0.476000714,0,0.009,500,8.577083333,0.3847,2000,1.199914632,-2.858131936,4.058046567,0.004098493
+"US_SRR",2015,285,650,22.74422917,2.004974494,392.5416014,NA,0.476058571,0,0.009,500,8.4375,0.38255,2000,1.262779423,-2.921898772,4.184678195,0.00275467
+"US_SRR",2015,286,651,23.87304167,2.086713689,380.8615156,NA,0.476116429,0,0.009,500,8.355208333,0.3804,2000,1.491756189,-2.803055919,4.294812107,0.00345005
+"US_SRR",2015,287,652,24.00491667,1.757071117,366.8771626,NA,0.476174286,0,0.009,500,8.322916667,0.37825,2000,1.546514478,-2.656873482,4.20338796,0.004552073
+"US_SRR",2015,288,653,20.74983333,0.834274616,288.3123898,NA,0.476232143,0,0.009,500,8.30625,0.3761,2000,0.723072465,-3.236994012,3.960066477,0.003364061
+"US_SRR",2015,289,654,19.64683333,-1.283748588,365.805854,NA,0.47629,0,0.009,500,8.360416667,0.37395,2000,-0.108704267,-4.050443381,3.941739113,0.005945477
+"US_SRR",2015,290,655,17.4729375,-5.35626593,325.298758,NA,0.477083571,0,0.009,500,8.588541667,0.3718,2000,-0.403838579,-4.145778444,3.741939865,0.007719239
+"US_SRR",2015,291,656,17.30291667,-9.290997238,344.9595326,NA,0.477877143,0,0.009,500,8.5,0.36965,2000,-0.283278968,-3.988242995,3.704964027,0.005472545
+"US_SRR",2015,292,657,17.43454167,-13.70922121,382.113003,NA,0.478670714,0,0.009,500,8.697916667,0.3675,2000,0.454641462,-3.268248934,3.722890396,0.003528588
+"US_SRR",2015,293,658,20.3523125,-18.7916965,363.841005,NA,0.479464286,0,0.009,500,8.830208333,0.377867857,2000,0.919295675,-2.908691847,3.827987522,0.003794337
+"US_SRR",2015,294,659,20.40341667,-22.94098686,340.0769806,NA,0.480257857,0,0.009,500,8.834375,0.388235714,2000,0.997548979,-2.797257949,3.794806928,0.003414198
+"US_SRR",2015,295,660,19.46233333,-24.15947351,327.3504406,NA,0.481051429,0,0.009,500,8.782291667,0.398603571,2000,1.142022454,-2.587172232,3.729194686,0.003352901
+"US_SRR",2015,296,661,19.271375,-18.34347382,306.0282554,NA,0.481845,0,0.009,500,8.734375,0.408971429,2000,1.147759625,-2.54255413,3.690313756,0.0037441
+"US_SRR",2015,297,662,18.01495833,-22.12146654,275.5740532,NA,0.482638571,0,0.009,500,8.567708333,0.419339286,2000,1.240324097,-2.421205687,3.661529785,0.003037863
+"US_SRR",2015,298,663,17.95689583,-19.47474834,309.5438792,NA,0.483432143,0,0.009,500,8.422916667,0.429707143,2000,0.860915277,-2.789055733,3.64997101,0.002749219
+"US_SRR",2015,299,664,18.1335,-9.656872621,346.6041651,NA,0.484225714,0,0.009,500,8.444791667,0.440075,2000,0.869105143,-2.792711365,3.661816509,0.00393366
+"US_SRR",2015,300,665,17.30495833,-11.04400654,187.0578743,NA,0.485019286,0,0.009,500,8.590625,0.450442857,2000,2.151717402,-1.372017383,3.523734785,0.00298986
+"US_SRR",2015,301,666,17.3865,-18.78936544,317.5718985,NA,0.485812857,0,0.009,500,8.733333333,0.460810714,2000,0.679433907,-2.885012541,3.564446448,0.004604281
+"US_SRR",2015,302,667,18.73985417,-23.62414006,301.4596064,NA,0.486606429,0,0.009,500,8.748958333,0.471178571,2000,1.064125272,-2.574868743,3.638994015,0.003759183
+"US_SRR",2015,303,668,19.6546875,-27.56160783,308.8035115,NA,0.4874,0,0.009,500,8.627083333,0.481546429,2000,0.841229009,-2.811950301,3.65317931,0.003461454
+"US_SRR",2015,304,669,18.98964583,-32.50193901,296.2509101,NA,0.487161429,0,0.009,500,8.488541667,0.491914286,2000,0.96739895,-2.620482072,3.587881022,0.000860989
+"US_SRR",2015,305,670,17.89239583,-36.89203821,298.2119402,NA,0.486922857,0,0.009,500,8.548958333,0.502282143,2000,0.995167401,-2.526214358,3.521381759,0.000888253
+"US_SRR",2015,306,671,12.66354167,-40.94681921,244.3443868,NA,0.486684286,0,0.009,500,8.402083333,0.51265,2000,2.391633574,-0.986738276,3.37837185,0.00174561
+"US_SRR",2015,307,672,13.23565625,-43.97299377,295.8974245,NA,0.486445714,0,0.009,500,8.390625,0.523017857,2000,0.78134556,-2.639133845,3.420479406,0.003930793
+"US_SRR",2015,308,673,13.10280417,-44.8572264,282.8848775,NA,0.486207143,0,0.009,500,8.345833333,0.533385714,2000,0.521394357,-2.862327222,3.383721578,0.003175817
+"US_SRR",2015,309,674,10.66905417,-36.34717781,287.9304331,NA,0.485968571,0,0.009,500,8.234375,0.543753571,2000,0.800258053,-2.326891298,3.127149351,0.002825403
+"US_SRR",2015,310,675,11.98517292,-7.712209484,307.880166,NA,0.48573,0,0.009,500,8.16875,0.554121429,2000,0.710912492,-2.450171228,3.16108372,0.003228486
+"US_SRR",2015,311,676,11.91893333,-1.380335635,301.0318035,NA,0.485491429,0,0.009,500,8.038541667,0.564489286,2000,0.808367372,-2.338422969,3.146790341,0.003067693
+"US_SRR",2015,312,677,12.35507292,-0.121663505,206.8853426,NA,0.485014286,0,0.009,500,7.753125,0.574857143,2000,1.782801278,-1.367954435,3.150755713,0.001846655
+"US_SRR",2015,313,678,9.999120833,-0.197372345,227.1108623,NA,0.484775714,0,0.009,500,7.53125,0.585225,2000,1.563084645,-1.278877383,2.841962029,0.000683366
+"US_SRR",2015,314,679,10.61662917,0.112202824,356.0923253,NA,0.484537143,0,0.009,500,7.358333333,0.595592857,2000,0.962088823,-1.874540433,2.836629256,0.002519435
+"US_SRR",2015,315,680,9.134360417,-0.356695365,337.8539755,NA,0.484298571,0,0.009,500,7.248958333,0.605960714,2000,0.74100201,-1.928500693,2.669502703,0.002168751
+"US_SRR",2015,316,681,9.698389583,-3.346687784,330.2422963,NA,0.48406,0,0.009,500,7.33125,0.616328571,2000,0.791466793,-1.894782902,2.686249695,0.002394023
+"US_SRR",2015,317,682,10.44831875,-7.316537047,327.4097176,NA,0.483881429,0,0.009,500,7.36875,0.626696429,2000,0.840212347,-1.885141093,2.725353439,0.002535168
+"US_SRR",2015,318,683,10.74221458,-10.86471746,309.9433721,NA,0.483702857,0,0.009,500,7.283333333,0.637064286,2000,0.958119818,-1.782955364,2.741075183,0.002462924
+"US_SRR",2015,319,684,12.07044375,-13.99700602,278.1039516,NA,0.483524286,0,0.009,500,7.321875,0.647432143,2000,1.360784713,-1.484584711,2.845369424,0.005959454
+"US_SRR",2015,320,685,10.4922875,-17.20915878,244.1987919,NA,0.483345714,0,0.009,500,7.459375,0.6578,2000,0.556617782,-1.987350659,2.543968441,0.003410225
+"US_SRR",2015,321,686,10.89711875,-20.56497591,283.3030991,NA,0.483167143,0,0.009,500,7.494791667,0.655389286,2000,0.838878537,-1.734641502,2.573520039,0.002657951
+"US_SRR",2015,322,687,11.68251667,-24.28008063,289.5350221,NA,0.482988571,0,0.009,500,7.653125,0.652978571,2000,0.901186653,-1.795729839,2.696916492,0.002726894
+"US_SRR",2015,323,688,11.86153333,-27.99655359,331.3502501,NA,0.48281,0,0.009,500,7.88125,0.650567857,2000,1.043906915,-1.689653435,2.73356035,0.002696991
+"US_SRR",2015,324,689,13.6404375,-31.36311387,305.0118765,NA,0.482631429,0,0.009,500,7.909375,0.648157143,2000,1.129241273,-1.741004409,2.870245682,0.002943131
+"US_SRR",2015,325,690,12.74104167,-34.88975731,270.1149806,NA,0.482452857,0,0.009,500,7.90625,0.645746429,2000,1.149212247,-1.628541863,2.77775411,0.0027193
+"US_SRR",2015,326,691,11.97019792,-35.32237201,261.9944429,NA,0.482274286,0,0.009,500,7.94375,0.643335714,2000,1.107998603,-1.560720667,2.66871927,0.002425356
+"US_SRR",2015,327,692,10.96937083,1.757071117,282.7015754,NA,0.482095714,0,0.009,500,8.114583333,0.640925,2000,0.608291052,-1.941139859,2.549430911,0.00176103
+"US_SRR",2015,328,693,10.86909167,0.834274616,184.4601627,NA,0.481917143,0,0.009,500,8.5,0.638514286,2000,1.386360739,-1.044209335,2.430570073,0.001177317
+"US_SRR",2015,329,694,6.915579167,-1.283748588,257.8502032,NA,0.481738571,0,0.009,500,8.654166667,0.636103571,2000,0.884682055,-1.114349165,1.99903122,0.001372022
+"US_SRR",2015,330,695,7.25348,-5.35626593,222.2620402,NA,0.48156,0,0.009,500,8.717708333,0.633692857,2000,0.745421356,-1.20510499,1.950526346,0.001555006
+"US_SRR",2015,331,696,9.765927083,-9.290997238,190.13886,NA,0.481487857,0,0.009,500,8.772916667,0.631282143,2000,0.714548431,-1.331862988,2.046411419,0.001980481
+"US_SRR",2015,332,697,6.95075,-13.70922121,218.481714,NA,0.481415714,0,0.009,500,8.805208333,0.628871429,2000,0.666587405,-1.167465631,1.834053035,0.001142662
+"US_SRR",2015,333,698,4.864831875,-18.7916965,253.6911549,NA,0.481343571,0,0.009,500,8.816666667,0.626460714,2000,0.429617079,-1.336905799,1.766522878,0.000474997
+"US_SRR",2015,334,699,5.864967708,-22.94098686,200.4331584,NA,0.481271429,0,0.009,500,8.823958333,0.62405,2000,0.760387575,-0.962793017,1.723180592,-0.0000148
+"US_SRR",2015,335,700,7.035408333,-24.15947351,276.4162161,NA,0.481199286,0,0.009,500,8.860416667,0.621639286,2000,0.551226409,-1.313636675,1.864863084,0.000870496
+"US_SRR",2015,336,701,9.5804125,-18.34347382,245.189572,NA,0.481127143,0,0.009,500,8.867708333,0.619228571,2000,0.840991958,-1.146608954,1.987600912,0.00129272
+"US_SRR",2015,337,702,8.54398125,-22.12146654,180.6116978,NA,0.481055,0,0.009,500,8.989583333,0.616817857,2000,1.184170959,-0.74677072,1.930941679,0.000703832
+"US_SRR",2015,338,703,9.373754167,-19.47474834,319.5339671,NA,0.480982857,0,0.009,500,8.817708333,0.614407143,2000,0.782714009,-1.19718185,1.979895859,0.001548181
+"US_SRR",2015,339,704,7.803510417,-9.656872621,249.2908434,NA,0.480910714,0,0.009,500,8.957291667,0.611996429,2000,1.00002314,-0.838502781,1.838525921,0.000746421
+"US_SRR",2015,340,705,11.37430833,-11.04400654,267.4078721,NA,0.480838571,0,0.009,500,9.011458333,0.609585714,2000,1.23829624,-0.952672377,2.190968617,0.001423187
+"US_SRR",2015,341,706,12.73314583,-18.78936544,223.158015,NA,0.480766429,0,0.009,500,8.867708333,0.607175,2000,0.989302599,-1.3663148,2.355617398,0.0015129
+"US_SRR",2015,342,707,10.99550208,-23.62414006,216.6657866,NA,0.480694286,0,0.009,500,8.609375,0.604764286,2000,1.572915976,-0.583240649,2.156156625,0.00114014
+"US_SRR",2015,343,708,12.7405,-27.56160783,240.3510243,NA,0.480622143,0,0.009,500,8.332291667,0.602353571,2000,1.686791569,-0.717377361,2.40416893,0.001591263
+"US_SRR",2015,344,709,13.49012083,-32.50193901,244.6993928,NA,0.48055,0,0.009,500,8.222916667,0.599942857,2000,1.813853385,-0.721141077,2.534994462,0.002012249
+"US_SRR",2015,345,710,9.641491667,-36.89203821,247.9481511,NA,0.477471429,0,0.009,500,8.120833333,0.597532143,2000,1.362699229,-0.699221008,2.061920238,0.001780026
+"US_SRR",2015,346,711,9.988185417,-40.94681921,253.8986321,NA,0.474392857,0,0.009,500,7.978125,0.595121429,2000,1.172699915,-0.90694024,2.079640156,0.001550601
+"US_SRR",2015,347,712,10.28907917,-43.97299377,187.2172551,NA,0.471314286,0,0.009,500,7.930208333,0.592710714,2000,1.604704121,-0.462553831,2.067257953,0.001181378
+"US_SRR",2015,348,713,8.0442,-44.8572264,208.0822817,NA,0.468235714,0,0.009,500,7.94375,0.5903,2000,0.926155124,-0.941721466,1.86787659,0.001305249
+"US_SRR",2015,349,714,8.95006875,-36.34717781,209.0627242,NA,0.465157143,0,0.009,500,7.9875,0.606193182,2000,0.883202222,-1.013268088,1.89647031,0.001439698
+"US_SRR",2015,350,715,5.491735417,-7.712209484,257.6655402,NA,0.462078571,0,0.009,500,7.86875,0.622086364,2000,0.798338783,-0.856143512,1.654482295,0.000548717
+"US_SRR",2015,351,716,7.48051875,-1.380335635,271.3143384,NA,0.459,0,0.009,500,7.814583333,0.637979545,2000,0.959743514,-0.829123462,1.788866975,0.000707771
+"US_SRR",2015,352,717,9.04515,-0.121663505,271.0911222,NA,0.455921429,0,0.009,500,7.463541667,0.653872727,2000,1.203382366,-0.666215507,1.869597874,0.000860228
+"US_SRR",2015,353,718,9.39459375,-0.197372345,287.8175422,NA,0.452842857,0,0.009,500,7.176041667,0.669765909,2000,1.400648855,-0.490003631,1.890652485,0.00099367
+"US_SRR",2015,354,719,7.000183333,0.112202824,215.5912812,NA,0.449764286,0,0.009,500,6.770833333,0.685659091,2000,1.267438086,-0.414544915,1.681983001,0.000000483
+"US_SRR",2015,355,720,11.39493542,-0.356695365,199.6774434,NA,0.446685714,0,0.009,500,6.4125,0.701552273,2000,1.70030144,-0.394500936,2.094802376,0.000651988
+"US_SRR",2015,356,721,13.82483333,-3.346687784,236.8632725,NA,0.443607143,0,0.009,500,6.544791667,0.717445455,2000,1.969232823,-0.507627249,2.476860071,0.001654199
+"US_SRR",2015,357,722,9.488158333,-7.316537047,198.518709,NA,0.440528571,0,0.009,500,6.277083333,0.733338636,2000,1.177169502,-0.76479335,1.941962853,0.002345177
+"US_SRR",2015,358,723,7.946054167,-10.86471746,224.4425987,NA,0.43745,0,0.009,500,6.123958333,0.749231818,2000,1.177223301,-0.579698089,1.75692139,0.0009739
+"US_SRR",2015,359,724,5.55205,-13.99700602,204.6437454,NA,0.435583571,0,0.009,500,6.098958333,0.765125,2000,0.700611422,-0.88394481,1.584556232,0.0000829
+"US_SRR",2015,360,725,7.173438125,-17.20915878,190.4561403,NA,0.433717143,0,0.009,500,6.020833333,0.781018182,2000,0.8191256,-0.845777023,1.664902623,-0.000241375
+"US_SRR",2015,361,726,2.896651667,-20.56497591,193.3851201,NA,0.431850714,0,0.009,500,5.752083333,0.796911364,2000,0.871464001,-0.574754286,1.446218287,-0.00175194
+"US_SRR",2015,362,727,5.397122917,-24.28008063,292.105505,NA,0.429984286,0,0.009,500,5.41875,0.812804545,2000,0.725153964,-0.815065637,1.540219601,-0.000305262
+"US_SRR",2015,363,728,5.95614375,-27.99655359,243.6800428,NA,0.428117857,0,0.009,500,5.208333333,0.828697727,2000,0.73788797,-0.837899399,1.57578737,-0.000741489
+"US_SRR",2015,364,729,4.204835208,-31.36311387,237.9280071,NA,0.426251429,0,0.009,500,5.1125,0.844590909,2000,0.898104785,-0.596083756,1.494188541,-0.001702199
+"US_SRR",2015,365,730,4.201404792,-34.88975731,243.4173987,NA,0.424385,0,0.009,500,4.927083333,0.860484091,2000,0.621834659,-0.888334306,1.510168964,-0.002047713
+"US_SRR",2016,1,731,4.343229167,0.480358594,215.8993665,NA,0.422518571,0,0.009,500,4.888541667,0.876377273,2000,0.616934972,-0.856412639,1.473347611,-0.002408549
+"US_SRR",2016,2,732,6.379929167,0.338771915,225.6769248,NA,0.420652143,0,0.009,500,4.744791667,0.892270455,2000,0.867930724,-0.665811106,1.53374183,-0.00244502
+"US_SRR",2016,3,733,8.515545833,0.412859147,206.4778876,NA,0.418785714,0,0.009,500,4.469791667,0.908163636,2000,0.921395545,-0.724698376,1.646093921,-0.001956307
+"US_SRR",2016,4,734,8.445554167,-0.031562891,249.5926801,NA,0.416919286,0,0.009,500,4.30625,0.924056818,2000,1.126684416,-0.508562846,1.635247263,-0.00088333
+"US_SRR",2016,5,735,9.45908125,-2.090397391,178.3486938,NA,0.415052857,0,0.009,500,4.48125,0.93995,2000,1.274727214,-0.457614773,1.732341987,-0.000313667
+"US_SRR",2016,6,736,8.7655625,-4.884327225,210.5608087,NA,0.413186429,0,0.009,500,4.564583333,0.955843182,2000,1.24279864,-0.431209386,1.674008026,-0.000497927
+"US_SRR",2016,7,737,7.60825,-8.066632259,227.7542495,NA,0.41132,0,0.009,500,4.523958333,0.971736364,2000,1.147014136,-0.479606778,1.626620914,-0.00014164
+"US_SRR",2016,8,738,6.233341667,-2.563197575,259.5912579,NA,0.410267857,0,0.009,500,4.445833333,0.987629545,2000,1.009539929,-0.544844306,1.554384234,-0.000899666
+"US_SRR",2016,9,739,8.65864375,-0.130481001,234.9693136,NA,0.409215714,0,0.009,500,4.573958333,1.003522727,2000,1.255438728,-0.435677761,1.691116489,-0.000456681
+"US_SRR",2016,10,740,9.789766667,-3.865045028,252.6871984,NA,0.408163571,0,0.009,500,4.627083333,1.019415909,2000,1.124147083,-0.679909635,1.804056718,0.000215649
+"US_SRR",2016,11,741,10.21977292,-7.284256906,257.4273907,NA,0.407111429,0,0.009,500,4.534375,1.035309091,2000,1.187831087,-0.683060701,1.870891788,0.000309846
+"US_SRR",2016,12,742,9.359452083,-9.720064672,233.4365497,NA,0.406059286,0,0.009,500,4.29375,1.051202273,2000,1.168411081,-0.633903423,1.802314505,0.000207553
+"US_SRR",2016,13,743,11.992375,-11.32449411,210.3587894,NA,0.405007143,0,0.009,500,4.238541667,1.067095455,2000,1.342731305,-0.758852984,2.101584289,0.000342995
+"US_SRR",2016,14,744,8.52921875,-12.35852281,214.8877782,NA,0.403955,0,0.009,500,4.064583333,1.082988636,2000,1.344806293,-0.390161965,1.734968258,-0.000302914
+"US_SRR",2016,15,745,9.32541875,-11.92205678,324.1523684,NA,0.402902857,0,0.009,500,3.921875,1.098881818,2000,1.087681626,-0.703263087,1.790944714,0.000931757
+"US_SRR",2016,16,746,10.67048125,-10.23786449,213.4389725,NA,0.401850714,0,0.009,500,3.785416667,1.114775,2000,1.580973235,-0.368560299,1.949533534,-0.000126915
+"US_SRR",2016,17,747,12.0395,-10.99089886,204.7619774,NA,0.400798571,0,0.009,500,3.6,1.130668182,2000,1.756293132,-0.345914149,2.102207281,0.000105722
+"US_SRR",2016,18,748,13.07702083,-9.780114856,286.8474457,NA,0.399746429,0,0.009,500,3.423958333,1.146561364,2000,1.59623305,-0.660905562,2.257138612,0.000886292
+"US_SRR",2016,19,749,13.03710417,-10.09612578,230.0939211,NA,0.398694286,0,0.009,500,2.55,1.162454545,2000,1.567016292,-0.711544032,2.278560325,0.000797892
+"US_SRR",2016,20,750,11.08282917,-12.81090086,288.1818334,NA,0.397642143,0,0.009,500,1.645833333,1.178347727,2000,1.241409711,-0.822960069,2.064369779,0.000737908
+"US_SRR",2016,21,751,11.54732083,-14.54951839,212.7605346,NA,0.39659,0,0.009,500,1.638541667,1.194240909,2000,1.604446403,-0.523558321,2.128004724,0.00018889
+"US_SRR",2016,22,752,12.28220833,-9.267078514,213.8727652,NA,0.394058571,0,0.009,500,1.705208333,1.210134091,2000,1.732427772,-0.451614183,2.184041955,0.000261307
+"US_SRR",2016,23,753,12.02945417,-10.18227373,229.1193684,NA,0.391527143,0,0.009,500,1.648958333,1.226027273,2000,1.388351398,-0.765978702,2.1543301,0.002626571
+"US_SRR",2016,24,754,10.47802083,-10.41147793,251.8474609,NA,0.388995714,0,0.009,500,1.615625,1.241920455,2000,0.758286959,-1.21950504,1.977791999,-0.000142535
+"US_SRR",2016,25,755,11.34265625,-8.711221578,264.9462465,NA,0.386464286,0,0.009,500,1.520833333,1.257813636,2000,1.218438096,-0.861344871,2.079782967,0.00021663
+"US_SRR",2016,26,756,9.519958333,-10.75926225,331.3858832,NA,0.383932857,0,0.009,500,1.466666667,1.273706818,2000,0.992747861,-0.900783306,1.893531168,0.000556472
+"US_SRR",2016,27,757,11.0858125,-12.09860939,294.0408358,NA,0.381401429,0,0.009,500,1.430208333,1.2896,2000,1.003061522,-1.055280843,2.058342365,0.001014342
+"US_SRR",2016,28,758,10.49260208,-12.35391136,267.7675809,NA,0.37887,0,0.009,500,1.401041667,1.30135,2000,1.217360057,-0.778594536,1.995954593,0.0000305
+"US_SRR",2016,29,759,12.96739583,-7.048667618,216.6537108,NA,0.376338571,0,0.009,500,1.298958333,1.3131,2000,1.826674126,-0.436929011,2.263603137,0.000279572
+"US_SRR",2016,30,760,11.55381667,-0.681878514,326.6453672,NA,0.373807143,0,0.009,500,1.438541667,1.32485,2000,1.265581722,-0.842068602,2.107650324,0.001881413
+"US_SRR",2016,31,761,9.7211625,0.297218201,226.1756256,NA,0.371275714,0,0.009,500,1.40625,1.3366,2000,1.028871902,-0.857629066,1.886500969,0.000173716
+"US_SRR",2016,32,762,9.09944375,-0.361205463,257.2705924,NA,0.368744286,0,0.009,500,1.501041667,1.34835,2000,0.662149132,-1.131814371,1.793963503,0.000228396
+"US_SRR",2016,33,763,6.871672917,-2.332625138,214.5427572,NA,0.366212857,0,0.009,500,1.35,1.3601,2000,1.089353529,-0.512290219,1.601643748,-0.000997876
+"US_SRR",2016,34,764,7.233752083,-5.846853131,320.1559084,NA,0.363681429,0,0.009,500,1.375,1.37185,2000,0.995439987,-0.652078778,1.647518764,-0.000791893
+"US_SRR",2016,35,765,9.553333333,-8.691356875,298.1338725,NA,0.36115,0,0.009,500,1.429166667,1.3836,2000,0.858902948,-0.975523795,1.834426742,0.000224246
+"US_SRR",2016,36,766,8.549620833,-10.73483677,366.0109888,NA,0.359076429,0,0.009,500,1.440625,1.39535,2000,0.800502073,-0.981681791,1.782183865,-0.0000517
+"US_SRR",2016,37,767,10.54078958,-12.36115792,380.7474117,NA,0.357002857,0,0.009,500,1.535416667,1.4071,2000,0.804770603,-1.160417165,1.965187768,0.000479842
+"US_SRR",2016,38,768,12.08429167,-13.86793613,373.6090964,NA,0.354929286,0,0.009,500,1.614583333,1.41885,2000,0.887974581,-1.238065834,2.126040415,0.001254966
+"US_SRR",2016,39,769,14.17515417,-15.04583189,331.6028864,NA,0.352855714,0,0.009,500,1.726041667,1.4306,2000,1.040946489,-1.316171096,2.357117585,0.001772212
+"US_SRR",2016,40,770,14.15634792,-15.93928742,310.3663693,NA,0.350782143,0,0.009,500,1.844791667,1.44235,2000,1.080649771,-1.292840573,2.373490344,0.001930637
+"US_SRR",2016,41,771,12.80629583,-16.53538051,335.3830484,NA,0.348708571,0,0.009,500,1.91875,1.4541,2000,1.042035719,-1.209426264,2.251461983,0.001487337
+"US_SRR",2016,42,772,13.37651458,-17.1705949,339.8547656,NA,0.346635,0,0.009,500,1.946875,1.46585,2000,1.066071965,-1.263228112,2.329300077,0.00169114
+"US_SRR",2016,43,773,14.17294583,-17.49086255,340.9461689,NA,0.344561429,0,0.009,500,1.998958333,1.4776,2000,0.909062332,-1.532314274,2.441376607,0.001944453
+"US_SRR",2016,44,774,15.03102917,-18.49154693,392.323955,NA,0.342487857,0,0.009,500,2.065625,1.48935,2000,0.349919899,-2.253899284,2.603819183,0.00096205
+"US_SRR",2016,45,775,17.54789583,-18.63744101,325.4590563,NA,0.340414286,0,0.009,500,2.1375,1.5011,2000,1.473585872,-1.442470224,2.916056096,0.002606595
+"US_SRR",2016,46,776,17.22520833,-19.34821222,379.6730693,NA,0.338340714,0,0.009,500,2.155208333,1.51285,2000,0.887041962,-2.093008094,2.980050056,0.002687934
+"US_SRR",2016,47,777,15.21769792,-20.36328837,387.0580835,NA,0.336267143,0,0.009,500,2.140625,1.5246,2000,0.774252208,-2.048788919,2.823041127,0.001879644
+"US_SRR",2016,48,778,14.79914583,-21.08931283,294.8929536,NA,0.334193571,0,0.009,500,2.116666667,1.53635,2000,1.277937588,-1.547838172,2.82577576,0.001354211
+"US_SRR",2016,49,779,11.89604583,-21.48503594,333.8490257,NA,0.33212,0,0.009,500,2.21875,1.5481,2000,0.415835347,-1.947954934,2.363790281,-0.0000853
+"US_SRR",2016,50,780,10.59452083,-22.38604208,261.5009418,NA,0.328875714,0,0.009,500,2.326041667,1.55985,2000,1.033197224,-1.084493689,2.117690913,0.0000345
+"US_SRR",2016,51,781,9.640195833,-23.5257287,410.9133524,NA,0.325631429,0,0.009,500,2.404166667,1.5716,2000,0.365165256,-1.661836168,2.027001424,0.000875647
+"US_SRR",2016,52,782,10.69579792,-24.35462394,427.0445706,NA,0.322387143,0,0.009,500,2.41875,1.58335,2000,0.162610805,-2.005594032,2.168204837,0.001294253
+"US_SRR",2016,53,783,12.77363125,-24.82575184,421.3624335,NA,0.319142857,0,0.009,500,2.430208333,1.5951,2000,0.477024546,-1.948201858,2.425226404,0.002932799
+"US_SRR",2016,54,784,12.0725875,-25.76395362,438.5652473,NA,0.315898571,0,0.009,500,2.457291667,1.60685,2000,0.52297779,-1.888754842,2.411732632,0.001889756
+"US_SRR",2016,55,785,12.65292292,-26.38928634,413.2064234,NA,0.312654286,0,0.009,500,2.476041667,1.6186,2000,0.432244653,-2.074208545,2.506453197,0.002092659
+"US_SRR",2016,56,786,13.85121458,-26.68153057,424.9032198,NA,0.30941,0,0.009,500,2.495833333,1.592935714,2000,0.515023481,-2.209367879,2.724391359,0.002137875
+"US_SRR",2016,57,787,14.14838958,-16.2666496,368.2213609,NA,0.306165714,0,0.009,500,2.50625,1.567271429,2000,0.487200081,-2.368867643,2.856067724,0.001575696
+"US_SRR",2016,58,788,14.0721375,-8.346765101,339.7661125,NA,0.302921429,0,0.009,500,2.538541667,1.541607143,2000,0.312850389,-2.609475852,2.922326242,0.001820312
+"US_SRR",2016,59,789,12.88188542,-6.557725691,335.5816688,NA,0.299677143,0,0.009,500,2.544791667,1.515942857,2000,0.107347722,-2.672508867,2.779856589,0.00179697
+"US_SRR",2016,60,790,13.77887708,-0.136460681,455.7871654,NA,0.296432857,0,0.009,500,2.558333333,1.490278571,2000,0.380147938,-2.55704779,2.937195728,0.001764036
+"US_SRR",2016,61,791,14.5966375,-0.531068938,442.1752343,NA,0.293188571,0,0.009,500,2.58125,1.464614286,2000,0.302750372,-2.813705957,3.116456329,0.001775211
+"US_SRR",2016,62,792,14.87765,-2.199501228,426.768755,NA,0.289944286,0,0.009,500,2.585416667,1.43895,2000,0.491104113,-2.796939113,3.288043225,0.002666072
+"US_SRR",2016,63,793,15.08679167,-5.265506538,334.514315,NA,0.2867,0,0.009,500,2.61875,1.413285714,2000,0.847250582,-2.53012766,3.377378241,0.000865342
+"US_SRR",2016,64,794,15.23160417,-8.07078763,254.7801501,NA,0.2867,0,0.009,500,2.601041667,1.387621429,2000,1.740566243,-1.644123082,3.384689325,-0.00064143
+"US_SRR",2016,65,795,15.29772917,-10.21125998,223.684181,NA,0.2867,0,0.009,500,2.610416667,1.361957143,2000,1.899236742,-1.443465627,3.342702369,-0.000459525
+"US_SRR",2016,66,796,12.35962708,-11.83940543,366.9715144,NA,0.2867,0,0.009,500,2.578125,1.336292857,2000,-0.011876723,-2.85439857,2.842521847,-0.003212714
+"US_SRR",2016,67,797,10.32945625,-12.86831593,313.8443913,NA,0.2867,0,0.009,500,2.404166667,1.310628571,2000,0.527499358,-1.890266584,2.417765942,0.000515091
+"US_SRR",2016,68,798,9.89988125,-14.10504567,325.2622037,NA,0.2867,0,0.009,500,2.205208333,1.284964286,2000,-0.34502127,-2.566077886,2.221056617,0.001577476
+"US_SRR",2016,69,799,11.58379583,-15.15772287,307.101691,NA,0.2867,0,0.009,500,2.155208333,1.2593,2000,1.041659239,-1.397813642,2.439472881,0.000983651
+"US_SRR",2016,70,800,13.78654167,-16.12328929,247.6437999,NA,0.2867,0,0.009,500,2.165625,1.233635714,2000,1.403093117,-1.272859921,2.675953038,0.001594683
+"US_SRR",2016,71,801,11.94233333,-16.58093757,234.7847266,NA,0.2867,0,0.009,500,1.878125,1.207971429,2000,1.18509353,-1.251035629,2.436129159,0.001393142
+"US_SRR",2016,72,802,11.61354167,-12.03440384,207.0308808,NA,0.2867,0,0.009,500,1.732291667,1.182307143,2000,0.929374044,-1.325660373,2.255034417,0.002282864
+"US_SRR",2016,73,803,12.28333333,-8.783028422,143.7986,NA,0.2867,0,0.009,500,1.364583333,1.156642857,2000,1.404755017,-1.012451586,2.417206602,0.001633879
+"US_SRR",2016,74,804,12.13958333,-8.593908349,444.3999034,NA,0.2867,0,0.009,500,0.973958333,1.130978571,2000,-0.398336042,-2.877068262,2.47873222,0.003479132
+"US_SRR",2016,75,805,11.97936667,-4.920306661,431.8905401,NA,0.2867,0,0.009,500,0.93125,1.105314286,2000,-0.44755663,-3.120857716,2.673301086,0.002587988
+"US_SRR",2016,76,806,14.48153125,-6.809784438,495.9143895,NA,0.2867,0,0.009,500,1.20625,1.07965,2000,-0.452123217,-3.595053007,3.14292979,0.003249381
+"US_SRR",2016,77,807,15.9123625,-9.275237231,528.868466,NA,0.2867,0,0.009,500,1.2,1.053985714,2000,-0.72763328,-4.257965165,3.530331885,0.002559853
+"US_SRR",2016,78,808,13.97644792,-11.67775135,485.5165444,NA,0.2867,0,0.009,500,1.090625,1.028321429,2000,-1.208719463,-4.677157495,3.468438032,0.003996621
+"US_SRR",2016,79,809,14.50547917,-14.63277784,509.5337809,NA,0.2867,0,0.009,500,1.058333333,1.002657143,2000,-1.560679071,-5.164748781,3.604069709,0.003411191
+"US_SRR",2016,80,810,14.21658333,-21.12833278,327.5743926,NA,0.2867,0,0.009,500,1.055208333,0.976992857,2000,0.416130327,-3.163269801,3.579400128,0.001168101
+"US_SRR",2016,81,811,12.7951375,1.040168201,334.6757764,NA,0.2867,0,0.009,500,1.092708333,0.951328571,2000,-0.0187998,-3.297429161,3.278629361,0.001993274
+"US_SRR",2016,82,812,11.60716042,-3.682512738,453.1373044,NA,0.2867,0,0.009,500,1.134375,0.925664286,2000,-0.990412802,-3.988222512,2.99780971,-0.000303822
+"US_SRR",2016,83,813,12.933725,-10.70473567,517.8848727,NA,0.2867,0,0.009,500,1.165625,0.9,2000,-0.962425836,-4.250210187,3.287784351,0.00276599
+"US_SRR",2016,84,814,14.75224792,-8.285904113,423.4164627,NA,0.2867,0,0.009,500,1.161458333,0.896539286,2000,-1.372780308,-5.036495091,3.663714783,0.002447285
+"US_SRR",2016,85,815,15.25877083,-10.68076627,443.9303791,NA,0.2867,0,0.009,500,1.15,0.893078571,2000,-1.356748633,-5.268423125,3.911674493,0.003461297
+"US_SRR",2016,86,816,16.10641667,-12.56836906,446.1315727,NA,0.2867,0,0.009,500,1.159375,0.889617857,2000,-1.302767409,-5.442758398,4.139990989,0.004577747
+"US_SRR",2016,87,817,14.46375,-13.83433843,424.8826092,NA,0.2867,0,0.009,500,1.195833333,0.886157143,2000,-1.005451283,-5.053255804,4.04780452,0.003188284
+"US_SRR",2016,88,818,10.93698333,-14.606224,335.9298551,NA,0.2867,0,0.009,500,1.246875,0.882696429,2000,-0.963719506,-4.310741634,3.347022127,0.00282976
+"US_SRR",2016,89,819,12.18765417,-15.15002023,434.4126146,NA,0.2867,0,0.009,500,1.125,0.879235714,2000,-0.988987532,-4.334520334,3.345532802,0.002203371
+"US_SRR",2016,90,820,12.69639375,-15.59570915,502.6408315,NA,0.2867,0,0.009,500,1.160416667,0.875775,2000,-1.298160435,-4.853013376,3.554852941,0.00096228
+"US_SRR",2016,91,821,13.48546875,-15.22740135,500.0251352,NA,0.2867,0,0.009,500,1.280208333,0.872314286,2000,-1.201677514,-4.892571493,3.69089398,0.000538986
+"US_SRR",2016,92,822,13.61036042,-13.4554395,505.9952023,NA,0.2867,0,0.009,500,1.357291667,0.868853571,2000,-1.497810501,-5.306383771,3.80857327,0.003336461
+"US_SRR",2016,93,823,14.67450625,-15.27351584,510.4141019,NA,0.2867,0,0.009,500,1.383333333,0.865392857,2000,-1.197031878,-5.166989309,3.969957431,0.002791943
+"US_SRR",2016,94,824,13.60362917,-17.40253557,525.2515099,NA,0.2867,0,0.009,500,1.380208333,0.861932143,2000,-1.325416202,-5.368851646,4.043435444,0.001989725
+"US_SRR",2016,95,825,16.5145625,-18.2533732,522.6315058,NA,0.2867,0,0.009,500,1.382291667,0.858471429,2000,-0.914719577,-5.318949838,4.404230261,0.002262643
+"US_SRR",2016,96,826,18.19708333,-5.375218478,529.8483528,NA,0.29753,0,0.009,500,1.386458333,0.855010714,2000,-0.002613555,-4.837933992,4.835320437,0.002654821
+"US_SRR",2016,97,827,19.611,-1.604016237,538.3448574,NA,0.301605,0,0.009,500,1.375,0.85155,2000,0.271616041,-4.953038043,5.224654084,0.002129425
+"US_SRR",2016,98,828,17.07708333,-5.17758496,451.5627051,NA,0.30568,0,0.009,500,1.434375,0.848089286,2000,-0.897648586,-5.902113464,5.004464879,0.002509035
+"US_SRR",2016,99,829,15.9579375,-8.359839319,446.6182516,NA,0.309755,0,0.009,500,1.547916667,0.844628571,2000,-2.637621887,-7.315175145,4.677553258,0.000768404
+"US_SRR",2016,100,830,14.18497917,-10.87895721,232.4547707,NA,0.31383,0,0.009,500,1.641666667,0.841167857,2000,1.714570844,-2.531928298,4.246499142,-0.000601549
+"US_SRR",2016,101,831,13.65675,-12.64585153,289.4882272,NA,0.317905,0,0.009,500,1.679166667,0.837707143,2000,0.086498083,-3.911609044,3.998107127,0.002120122
+"US_SRR",2016,102,832,15.038,-14.00146544,513.6422954,NA,0.32198,0,0.009,500,1.705208333,0.834246429,2000,-2.176641587,-6.505873137,4.32923155,0.003278114
+"US_SRR",2016,103,833,14.28275,-15.93442259,468.9994374,NA,0.326055,0,0.009,500,1.747916667,0.830785714,2000,-3.249157411,-7.686882215,4.437724804,0.002792157
+"US_SRR",2016,104,834,14.13892708,-17.72832683,549.8093485,NA,0.33013,0,0.009,500,1.71875,0.827325,2000,-2.502041804,-6.912804432,4.410762628,0.003829455
+"US_SRR",2016,105,835,13.09506042,-18.61732293,503.1862546,NA,0.334205,0,0.009,500,1.739583333,0.823864286,2000,-2.947232346,-7.176187198,4.228954852,0.004246087
+"US_SRR",2016,106,836,14.55728125,-6.075550583,551.1924303,NA,0.33828,0,0.009,500,1.782291667,0.820403571,2000,-1.330419746,-5.588651693,4.258231947,0.004039102
+"US_SRR",2016,107,837,18.59735417,-8.491797698,555.3109247,NA,0.343100714,0,0.009,500,1.758333333,0.816942857,2000,-0.36859026,-5.305566662,4.936976402,0.003575849
+"US_SRR",2016,108,838,18.71257708,-10.71395856,580.1409989,NA,0.347921429,0,0.009,500,1.746875,0.813482143,2000,-0.868617153,-6.153449256,5.284832103,0.003119621
+"US_SRR",2016,109,839,19.87545833,-9.252737416,574.9384977,NA,0.352742143,0,0.009,500,1.752083333,0.810021429,2000,-0.651240898,-6.409012416,5.757771519,0.002501847
+"US_SRR",2016,110,840,19.176625,-12.75672901,493.132658,NA,0.357562857,0,0.009,500,1.778125,0.806560714,2000,-0.046537254,-5.89919034,5.852653087,0.002044321
+"US_SRR",2016,111,841,17.15164583,-15.28436034,556.3309759,NA,0.362383571,0,0.009,500,1.798958333,0.8031,2000,-1.610777743,-7.105583952,5.494806209,0.000638129
+"US_SRR",2016,112,842,16.68139583,-17.51199414,505.2800829,NA,0.367204286,0,0.009,500,1.804166667,0.817258621,2000,-1.822679721,-7.245197168,5.422517448,0.004448633
+"US_SRR",2016,113,843,14.21083333,-19.75787103,391.4106047,NA,0.372025,0,0.009,500,1.795833333,0.831417241,2000,-0.726997893,-5.638271368,4.911273475,0.002818828
+"US_SRR",2016,114,844,13.68404583,-21.54685976,572.8600207,NA,0.376845714,0,0.009,500,1.8375,0.845575862,2000,-2.495420705,-7.094390887,4.598970182,0.002544529
+"US_SRR",2016,115,845,14.74095833,-22.72130961,533.5668979,NA,0.381666429,0,0.009,500,1.852083333,0.859734483,2000,-3.186800151,-7.958614846,4.771814696,0.001106435
+"US_SRR",2016,116,846,13.29184375,-22.49114257,548.0068923,NA,0.386487143,0,0.009,500,1.923958333,0.873893103,2000,-2.176910287,-6.601960322,4.425050035,0.003205047
+"US_SRR",2016,117,847,13.6136,-17.59145295,526.6805654,NA,0.391307857,0,0.009,500,1.911458333,0.888051724,2000,-2.953759223,-7.398128862,4.444369639,0.002814875
+"US_SRR",2016,118,848,13.57338958,-18.90976986,527.3763689,NA,0.396128571,0,0.009,500,1.885416667,0.902210345,2000,-3.066141012,-7.437640501,4.37149949,0.002952433
+"US_SRR",2016,119,849,16.19431875,-10.11401415,579.3042195,NA,0.400949286,0,0.009,500,1.910416667,0.916368966,2000,-1.545862011,-6.324444811,4.7785828,0.002496946
+"US_SRR",2016,120,850,16.31033333,-10.21865856,556.3693372,NA,0.40577,0,0.009,500,1.91875,0.930527586,2000,-2.532089758,-7.509174521,4.977084762,0.002531929
+"US_SRR",2016,121,851,21.10002083,-14.16453843,557.5660624,NA,0.407057857,0,0.009,500,1.938541667,0.944686207,2000,-0.766001272,-6.03552309,5.269521818,0.004729655
+"US_SRR",2016,122,852,20.35541667,-8.658012554,576.0296028,NA,0.408345714,0,0.009,500,1.935416667,0.958844828,2000,-0.592054165,-6.080923508,5.488869343,0.00314989
+"US_SRR",2016,123,853,16.5974375,-12.46108953,578.4528471,NA,0.409633571,0,0.009,500,1.916666667,0.973003448,2000,-2.021649411,-7.270408007,5.248758596,0.002826177
+"US_SRR",2016,124,854,17.29479167,-16.60739006,466.3892878,NA,0.410921429,0,0.009,500,1.890625,0.987162069,2000,-1.91078538,-7.234271767,5.323486387,0.003123859
+"US_SRR",2016,125,855,16.13522917,-20.25611019,485.1626796,NA,0.412209286,0,0.009,500,1.875,1.00132069,2000,-2.719683183,-7.8692919,5.149608717,0.00169307
+"US_SRR",2016,126,856,14.7885625,-23.34785853,297.9778263,NA,0.413497143,0,0.009,500,1.964583333,1.01547931,2000,-0.294751086,-4.981706613,4.686955527,0.002384098
+"US_SRR",2016,127,857,13.87354167,-26.34641507,268.9568511,NA,0.414785,0,0.009,500,2.084375,1.029637931,2000,-0.062496965,-4.455350567,4.392853602,0.001697913
+"US_SRR",2016,128,858,13.90097917,-29.22122262,269.1355226,NA,0.416072857,0,0.009,500,2.230208333,1.043796552,2000,-0.213476495,-4.437757346,4.224280851,0.002103871
+"US_SRR",2016,129,859,15.65716667,-31.79927584,455.6587687,NA,0.417360714,0,0.009,500,2.329166667,1.057955172,2000,-3.648632781,-8.173056718,4.524423937,0.001759388
+"US_SRR",2016,130,860,14.9906875,-33.89844785,598.2342778,NA,0.418648571,0,0.009,500,2.345833333,1.072113793,2000,-4.802450186,-9.429415567,4.626965381,0.004520372
+"US_SRR",2016,131,861,16.99604167,-35.73471661,626.6978553,NA,0.419936429,0,0.009,500,2.31875,1.086272414,2000,-4.04418699,-9.090198172,5.046011182,0.000501241
+"US_SRR",2016,132,862,16.4699375,-37.17764398,614.8189749,NA,0.421224286,0,0.009,500,2.248958333,1.100431034,2000,-4.030354175,-9.221103444,5.190749269,0.003137732
+"US_SRR",2016,133,863,15.8928125,-9.398074064,612.2779692,NA,0.422512143,0,0.009,500,2.239583333,1.114589655,2000,-3.773289967,-8.907479382,5.134189414,0.00257408
+"US_SRR",2016,134,864,15.10514583,-4.297305003,606.0044405,NA,0.4238,0,0.009,500,2.255208333,1.128748276,2000,-3.818177094,-8.744957561,4.926780466,0.003313713
+"US_SRR",2016,135,865,16.02397917,-1.170945457,609.3671646,NA,0.425234286,0,0.009,500,2.254166667,1.142906897,2000,-3.093733768,-8.099185134,5.005451366,0.00533001
+"US_SRR",2016,136,866,17.5136875,-0.287726335,614.2334375,NA,0.426668571,0,0.009,500,2.269791667,1.157065517,2000,-1.923642279,-7.240268089,5.31662581,0.003963866
+"US_SRR",2016,137,867,19.41235417,-0.361306814,607.0271722,NA,0.428102857,0,0.009,500,2.308333333,1.171224138,2000,-2.048289656,-7.796204541,5.747914886,0.003541111
+"US_SRR",2016,138,868,23.33939583,-0.226561295,624.5245536,NA,0.429537143,0,0.009,500,2.329166667,1.185382759,2000,0.493475256,-5.95305761,6.446532866,0.002101565
+"US_SRR",2016,139,869,22.69075,-1.276451351,615.0516164,NA,0.430971429,0,0.009,500,2.389583333,1.199541379,2000,-0.572003775,-7.273542077,6.701538302,0.003254127
+"US_SRR",2016,140,870,16.86639583,-5.123919859,575.833889,NA,0.432405714,0,0.009,500,2.438541667,1.2137,2000,-2.948525921,-8.660136261,5.711610339,0.001915548
+"US_SRR",2016,141,871,13.62963333,-9.196589227,592.826583,NA,0.43384,0,0.009,500,2.540625,1.212635897,2000,-3.430970116,-8.325002423,4.894032307,0.007247096
+"US_SRR",2016,142,872,13.35229375,-12.64362182,495.5878163,NA,0.435274286,0,0.009,500,2.597916667,1.211571795,2000,-3.70996636,-8.332404024,4.622437664,0.002380375
+"US_SRR",2016,143,873,13.9077375,-15.39989994,565.388789,NA,0.436708571,0,0.009,500,2.552083333,1.210507692,2000,-3.872485008,-8.525314875,4.652829866,0.004461508
+"US_SRR",2016,144,874,15.42116667,-17.87133241,636.4210784,NA,0.438142857,0,0.009,500,2.59375,1.20944359,2000,-3.221114566,-8.094100049,4.872985483,0.004263015
+"US_SRR",2016,145,875,15.25827083,-19.16704816,594.7212338,NA,0.439577143,0,0.009,500,2.641666667,1.208379487,2000,-3.833225444,-8.806491733,4.973266289,0.004156015
+"US_SRR",2016,146,876,16.002625,-20.72602188,630.2293654,NA,0.441011429,0,0.009,500,2.638541667,1.207315385,2000,-3.472130087,-8.602791985,5.130661898,0.003007947
+"US_SRR",2016,147,877,17.3749375,-22.03526793,633.3459854,NA,0.442445714,0,0.009,500,2.632291667,1.206251282,2000,-2.799024015,-8.219200985,5.42017697,0.003973003
+"US_SRR",2016,148,878,20.06172917,-10.41872449,632.0620428,NA,0.44388,0,0.009,500,2.641666667,1.205187179,2000,-1.550365434,-7.496627851,5.946262417,0.00289334
+"US_SRR",2016,149,879,22.1336875,-4.169755371,613.1652177,NA,0.445548571,0,0.009,500,2.660416667,1.204123077,2000,-0.8145321,-7.296659562,6.482127462,0.00247558
+"US_SRR",2016,150,880,18.93060417,-1.475858502,625.0877834,NA,0.447217143,0,0.009,500,2.6875,1.203058974,2000,-2.422087068,-8.414985531,5.992898463,0.007561766
+"US_SRR",2016,151,881,20.5561875,-0.85878585,629.0739252,NA,0.448885714,0,0.009,500,2.690625,1.201994872,2000,-1.2042353,-7.435831774,6.231596474,0.005800586
+"US_SRR",2016,152,882,23.21127083,-5.56991283,633.3435744,NA,0.450554286,0,0.009,500,2.726041667,1.200930769,2000,-0.74968616,-7.483681987,6.733995827,0.002485441
+"US_SRR",2016,153,883,19.82347917,-10.46443358,626.5327247,NA,0.452222857,0,0.009,500,2.78125,1.199866667,2000,-2.083279125,-8.283866292,6.200587167,0.002515042
+"US_SRR",2016,154,884,21.64489583,-15.8928182,653.8956934,NA,0.453891429,0,0.009,500,2.908333333,1.198802564,2000,-1.846331519,-8.367667154,6.521335635,0.004257089
+"US_SRR",2016,155,885,25.21597917,-21.44530654,628.6153589,NA,0.45556,0,0.009,500,3.083333333,1.197738462,2000,-1.61271202,-8.67006392,7.0573519,0.001693437
+"US_SRR",2016,156,886,22.96308333,-26.41102603,373.2586966,NA,0.457228571,0,0.009,500,3.271875,1.196674359,2000,-1.068524684,-7.710497604,6.64197292,0.001279521
+"US_SRR",2016,157,887,20.1628125,-30.50158376,646.6745197,NA,0.458897143,0,0.009,500,3.378125,1.195610256,2000,-4.603605144,-10.6707326,6.067127453,0.001858343
+"US_SRR",2016,158,888,18.03183333,-33.8842081,675.5713198,NA,0.460565714,0,0.009,500,3.484375,1.194546154,2000,-5.727674199,-11.38184404,5.654169843,0.00267031
+"US_SRR",2016,159,889,17.58189583,-37.41713527,689.2672175,NA,0.462234286,0,0.009,500,3.533333333,1.193482051,2000,-5.433975123,-10.96897094,5.534995819,0.001846785
+"US_SRR",2016,160,890,17.45241667,-39.88912517,671.1855512,NA,0.463902857,0,0.009,500,3.416666667,1.192417949,2000,-5.811003599,-11.23998259,5.428978992,0.005296624
+"US_SRR",2016,161,891,17.3701875,-41.94836507,654.5237424,NA,0.465571429,0,0.009,500,3.336458333,1.191353846,2000,-4.504647565,-9.940820483,5.436172919,0.008793842
+"US_SRR",2016,162,892,17.87691667,-36.37134991,541.045236,NA,0.46724,0,0.009,500,3.3125,1.190289744,2000,-3.821231766,-9.29394667,5.472714904,-0.002093105
+"US_SRR",2016,163,893,21.109875,-3.963861786,666.7653258,NA,0.466867143,0,0.009,500,3.311458333,1.189225641,2000,-1.92053043,-7.983872,6.06334157,0.004862157
+"US_SRR",2016,164,894,18.34877083,0.038064917,649.1086234,NA,0.466494286,0,0.009,500,3.313541667,1.188161538,2000,-2.858021907,-8.530801747,5.672779839,0.005314242
+"US_SRR",2016,165,895,16.91002083,1.477343677,656.7858852,NA,0.466121429,0,0.009,500,3.339583333,1.187097436,2000,-3.308219352,-8.735277359,5.427058007,0.008926895
+"US_SRR",2016,166,896,16.22710417,2.398417219,583.4867998,NA,0.465748571,0,0.009,500,3.372916667,1.186033333,2000,-3.983403262,-9.116952001,5.133548739,0.006376227
+"US_SRR",2016,167,897,14.557125,1.92749202,560.2354083,NA,0.465375714,0,0.009,500,3.401041667,1.184969231,2000,-3.712028716,-8.493571956,4.781543239,0.005863385
+"US_SRR",2016,168,898,16.89508333,0.977229527,611.9884183,NA,0.465002857,0,0.009,500,3.476041667,1.183905128,2000,-3.203812397,-8.302146156,5.098333759,0.004614563
+"US_SRR",2016,169,899,17.9069375,-4.643214334,463.8305248,NA,0.46463,0,0.009,500,3.5375,1.182841026,2000,-1.65595562,-6.985826442,5.329870822,0.003172603
+"US_SRR",2016,170,900,19.8511875,-8.915594905,680.1061287,NA,0.464257143,0,0.009,500,3.595833333,1.181776923,2000,-2.25770519,-7.981541513,5.723836323,0.00459994
+"US_SRR",2016,171,901,21.55804167,-12.74304669,644.4060587,NA,0.463884286,0,0.009,500,3.625,1.180712821,2000,-1.379649112,-7.539543881,6.159894768,0.003510366
+"US_SRR",2016,172,902,22.797375,-16.98487007,664.9810428,NA,0.463511429,0,0.009,500,3.725,1.179648718,2000,-0.743776281,-7.183827664,6.440051383,0.003203602
+"US_SRR",2016,173,903,23.737125,-21.95368076,645.4114477,NA,0.463138571,0,0.009,500,3.819791667,1.178584615,2000,-0.390624162,-6.985484522,6.59486036,0.002955753
+"US_SRR",2016,174,904,19.47985417,-25.5855767,650.3078719,NA,0.462765714,0,0.009,500,3.8875,1.177520513,2000,-2.760880773,-8.724303076,5.963422303,0.007237093
+"US_SRR",2016,175,905,19.8740625,-9.857343953,649.7164502,NA,0.462392857,0,0.009,500,3.890625,1.17645641,2000,-2.371705833,-8.243966432,5.872260599,0.003470764
+"US_SRR",2016,176,906,21.48470833,-1.173884622,649.7446661,NA,0.46202,0,0.009,500,3.885416667,1.175392308,2000,-1.750765413,-7.907921354,6.15715594,0.003790007
+"US_SRR",2016,177,907,24.2166875,-1.016436587,647.3224252,NA,0.461896429,0,0.009,500,3.933333333,1.174328205,2000,-0.407612494,-7.195813651,6.788201157,0.002954202
+"US_SRR",2016,178,908,24.42633333,-0.986132781,647.8942294,NA,0.461772857,0,0.009,500,3.925,1.173264103,2000,0.061448609,-6.855445655,6.916894263,0.003439541
+"US_SRR",2016,179,909,25.58858333,-0.282709484,648.48457,NA,0.461649286,0,0.009,500,4.076041667,1.1722,2000,0.357821129,-6.754923986,7.112745115,0.002865525
+"US_SRR",2016,180,910,24.09885417,-2.481458379,636.9340535,NA,0.461525714,0,0.009,500,4.230208333,1.161378571,2000,-0.532858686,-7.443191616,6.910332931,0.00304085
+"US_SRR",2016,181,911,19.0995,-5.776313168,649.8375848,NA,0.461402143,0,0.009,500,4.390625,1.150557143,2000,-2.354647995,-8.32638021,5.971732215,0.00351338
+"US_SRR",2016,182,912,21.33497917,-7.365540025,661.6419272,NA,0.461278571,0,0.009,500,4.5875,1.139735714,2000,-2.490674674,-8.864551289,6.373876615,0.004605544
+"US_SRR",2016,183,913,19.13310417,-11.18762023,670.3289316,NA,0.461155,0,0.009,500,4.920833333,1.128914286,2000,-5.996533919,-11.84353369,5.846999771,0.006035818
+"US_SRR",2016,184,914,17.76772917,-15.35626854,666.5056965,NA,0.461031429,0,0.009,500,5.215625,1.118092857,2000,-7.062992019,-12.4331339,5.370141881,0.004465217
+"US_SRR",2016,185,915,17.99172917,-20.12754705,653.917905,NA,0.460907857,0,0.009,500,5.389583333,1.107271429,2000,-6.644662978,-11.88626621,5.241603236,0.005188818
+"US_SRR",2016,186,916,17.19797917,-25.51574619,647.7101491,NA,0.460784286,0,0.009,500,5.464583333,1.09645,2000,-7.484091789,-12.5744141,5.090322307,0.003695103
+"US_SRR",2016,187,917,16.32958333,-30.60962342,675.999668,NA,0.460660714,0,0.009,500,5.510416667,1.085628571,2000,-7.445747182,-12.3767634,4.931016216,0.005261661
+"US_SRR",2016,188,918,17.27647917,-35.65312944,655.4200653,NA,0.460537143,0,0.009,500,5.484375,1.074807143,2000,-6.701624822,-11.70225268,5.000627857,0.006941622
+"US_SRR",2016,189,919,17.1106875,-38.91246087,659.1694017,NA,0.460413571,0,0.009,500,5.316666667,1.063985714,2000,-6.300997254,-11.39883214,5.097834889,0.004089851
+"US_SRR",2016,190,920,19.07610417,-35.05480663,670.40457,NA,0.46029,0,0.009,500,5.14375,1.053164286,2000,-4.516182776,-9.996891345,5.480708569,0.005167349
+"US_SRR",2016,191,921,19.2959375,-5.051859638,646.5818914,NA,0.461375,0,0.009,500,5.083333333,1.042342857,2000,-3.244826284,-8.857028369,5.612202085,0.004254672
+"US_SRR",2016,192,922,19.71639583,0.260174586,640.0575195,NA,0.46246,0,0.009,500,5.095833333,1.031521429,2000,-1.996193302,-7.753319405,5.757126103,0.003214559
+"US_SRR",2016,193,923,21.64264583,2.192168907,647.6096205,NA,0.463545,0,0.009,500,5.142708333,1.0207,2000,-1.370060732,-7.49165896,6.121598228,0.003734441
+"US_SRR",2016,194,924,20.14745833,2.341812953,637.2357809,NA,0.46463,0,0.009,500,5.226041667,1.009878571,2000,-1.679471536,-7.642863251,5.963391715,0.003787087
+"US_SRR",2016,195,925,23.98958333,1.842610958,642.189113,NA,0.465715,0,0.009,500,5.326041667,0.999057143,2000,-0.161112629,-6.782760884,6.621648255,0.002112016
+"US_SRR",2016,196,926,23.93229167,1.146079497,624.9224438,NA,0.4668,0,0.009,500,5.427083333,0.988235714,2000,0.492258358,-6.215972451,6.708230809,0.002511214
+"US_SRR",2016,197,927,19.358625,-0.607335206,627.7511163,NA,0.467885,0,0.009,500,5.510416667,0.977414286,2000,-1.430900368,-7.483445509,6.05254514,0.004167923
+"US_SRR",2016,198,928,17.7334375,-5.073447299,649.4893177,NA,0.46897,0,0.009,500,5.670833333,0.966592857,2000,-1.940481164,-7.486158289,5.545677125,0.004373261
+"US_SRR",2016,199,929,17.013,-9.546501903,634.6463651,NA,0.470055,0,0.009,500,5.866666667,0.955771429,2000,-4.886604677,-10.10680516,5.220200482,0.007742002
+"US_SRR",2016,200,930,17.48195833,-13.81102781,643.3940598,NA,0.47114,0,0.009,500,6.003125,0.94495,2000,-4.80709022,-10.02236117,5.215270945,0.005242602
+"US_SRR",2016,201,931,18.27175,-17.49760236,631.0914788,NA,0.472225,0,0.009,500,5.984375,0.934128571,2000,-4.141302394,-9.493709375,5.352406981,0.004296643
+"US_SRR",2016,202,932,19.89239583,-18.00334147,624.3647368,NA,0.47331,0,0.009,500,5.989583333,0.923307143,2000,-3.31238335,-8.901193544,5.588810195,0.00331195
+"US_SRR",2016,203,933,18.73325,-10.17294948,621.4584868,NA,0.474395,0,0.009,500,5.948958333,0.912485714,2000,-3.316439133,-8.78634384,5.469904707,0.004845427
+"US_SRR",2016,204,934,22.21014583,-11.2849674,621.2815575,NA,0.47548,0,0.009,500,5.915625,0.901664286,2000,-1.64246338,-7.621792492,5.979329111,0.003009055
+"US_SRR",2016,205,935,24.86108333,-9.231859208,628.7009785,NA,0.475537857,0,0.009,500,5.897916667,0.890842857,2000,0.255270094,-6.345561732,6.600831826,0.004198941
+"US_SRR",2016,206,936,23.27697917,-7.914707827,621.15061,NA,0.475595714,0,0.009,500,5.894791667,0.880021429,2000,0.267467507,-6.33277711,6.600244617,0.004037048
+"US_SRR",2016,207,937,20.67577083,-6.775173235,615.8454535,NA,0.475653571,0,0.009,500,5.890625,0.8692,2000,-0.591826906,-6.753258065,6.16143116,0.001220091
+"US_SRR",2016,208,938,26.1604375,-5.379931277,611.1284158,NA,0.475711429,0,0.009,500,5.935416667,0.866171429,2000,0.712652782,-6.273962692,6.986615474,0.003781423
+"US_SRR",2016,209,939,24.88858333,-2.724750307,604.3813148,NA,0.475769286,0,0.009,500,6.011458333,0.863142857,2000,0.168537689,-6.785845925,6.954383615,0.004926634
+"US_SRR",2016,210,940,22.52427083,-5.977037876,608.1154448,NA,0.475827143,0,0.009,500,6.123958333,0.860114286,2000,-1.093375328,-7.617760631,6.524385303,0.004266817
+"US_SRR",2016,211,941,22.82535417,-10.7652926,624.9483117,NA,0.475885,0,0.009,500,6.261458333,0.857085714,2000,-3.174977917,-9.612276561,6.437298644,0.003665158
+"US_SRR",2016,212,942,20.08327083,-15.71479601,611.8835056,NA,0.475942857,0,0.009,500,6.536458333,0.854057143,2000,-4.278424187,-10.12917898,5.850754795,0.005432829
+"US_SRR",2016,213,943,18.62497917,-21.13421111,599.9109788,NA,0.476000714,0,0.009,500,6.646875,0.851028571,2000,-4.095549017,-9.543658318,5.448109301,0.001731311
+"US_SRR",2016,214,944,18.53095833,-26.56132885,600.5281663,NA,0.476058571,0,0.009,500,6.654166667,0.848,2000,-3.863589672,-9.177197349,5.313607677,0.002130998
+"US_SRR",2016,215,945,19.3735625,-31.6635675,612.3822467,NA,0.476116429,0,0.009,500,6.639583333,0.844971429,2000,-3.680105987,-9.005860826,5.32575484,0.001340247
+"US_SRR",2016,216,946,19.45879167,-36.74158336,591.6535701,NA,0.476174286,0,0.009,500,6.619791667,0.841942857,2000,-3.417946297,-8.817595963,5.399649665,0.004770982
+"US_SRR",2016,217,947,15.781,-39.4586895,595.8012044,NA,0.476232143,0,0.009,500,6.547916667,0.838914286,2000,-5.260276691,-10.15405899,4.893782295,0.009126594
+"US_SRR",2016,218,948,17.23922917,-37.18605608,617.2408776,NA,0.47629,0,0.009,500,6.417708333,0.835885714,2000,-3.919757993,-8.980087051,5.060329058,0.007931329
+"US_SRR",2016,219,949,17.01016667,-11.7987132,593.2558506,NA,0.477083571,0,0.009,500,6.375,0.832857143,2000,-2.875677563,-7.96142994,5.085752376,0.009743154
+"US_SRR",2016,220,950,18.95264583,0.066341713,581.7168394,NA,0.477877143,0,0.009,500,6.339583333,0.829828571,2000,-1.726562827,-7.041537565,5.314974738,0.00373484
+"US_SRR",2016,221,951,19.936375,0.951993247,579.3957403,NA,0.478670714,0,0.009,500,6.330208333,0.8268,2000,-1.154243012,-6.641594055,5.487351043,0.004152376
+"US_SRR",2016,222,952,20.23158333,2.004974494,579.2643433,NA,0.479464286,0,0.009,500,6.369791667,0.823771429,2000,-1.309827639,-6.909406715,5.599579076,0.001824102
+"US_SRR",2016,223,953,18.9244375,2.086713689,584.7822222,NA,0.480257857,0,0.009,500,6.434375,0.820742857,2000,-1.307785562,-6.784231442,5.47644588,0.00723237
+"US_SRR",2016,224,954,18.75616667,1.757071117,566.5527803,NA,0.481051429,0,0.009,500,6.4875,0.817714286,2000,-0.900939092,-6.307219527,5.406280435,0.004100337
+"US_SRR",2016,225,955,20.78958333,0.834274616,562.0542472,NA,0.481845,0,0.009,500,6.517708333,0.814685714,2000,-0.323622198,-5.932103663,5.608481465,0.004195352
+"US_SRR",2016,226,956,22.73729167,-1.283748588,560.851151,NA,0.482638571,0,0.009,500,6.569791667,0.811657143,2000,0.155664391,-5.726346377,5.882010768,0.001645882
+"US_SRR",2016,227,957,21.1946875,-5.35626593,557.6811489,NA,0.483432143,0,0.009,500,6.576041667,0.808628571,2000,-0.352506018,-5.985295833,5.632789815,-0.001762861
+"US_SRR",2016,228,958,17.84908333,-9.290997238,556.9139813,NA,0.484225714,0,0.009,500,6.563541667,0.8056,2000,-1.177073688,-6.396538658,5.21946497,0.001912767
+"US_SRR",2016,229,959,18.71160417,-13.70922121,566.3619343,NA,0.485019286,0,0.009,500,6.596875,0.802571429,2000,-2.299477387,-7.475970157,5.176492771,0.003409579
+"US_SRR",2016,230,960,19.90679167,-18.7916965,568.5363313,NA,0.485812857,0,0.009,500,6.705208333,0.799542857,2000,-2.515065896,-7.681255639,5.166189743,0.003193181
+"US_SRR",2016,231,961,20.029375,-22.94098686,545.3961039,NA,0.486606429,0,0.009,500,6.753125,0.796514286,2000,-2.856012808,-8.001757962,5.145745154,0.003549325
+"US_SRR",2016,232,962,19.04375,-24.15947351,546.5530535,NA,0.4874,0,0.009,500,6.728125,0.793485714,2000,-3.480198056,-8.525453201,5.045255145,0.00538702
+"US_SRR",2016,233,963,18.51035417,-18.34347382,538.8289209,NA,0.487161429,0,0.009,500,6.671875,0.790457143,2000,-3.037988697,-7.996010214,4.958021517,0.005006912
+"US_SRR",2016,234,964,17.86125,-22.12146654,547.2931485,NA,0.486922857,0,0.009,500,6.620833333,0.787428571,2000,-2.242710696,-7.073742007,4.83103131,0.008264235
+"US_SRR",2016,235,965,17.53491667,-19.47474834,518.8547473,NA,0.486684286,0,0.009,500,6.610416667,0.7844,2000,-1.813689004,-6.591293736,4.777604732,0.002393178
+"US_SRR",2016,236,966,17.86479167,-9.656872621,549.6226309,NA,0.486445714,0,0.009,500,6.676041667,0.791142857,2000,-1.16546669,-5.935242564,4.769775874,0.004694952
+"US_SRR",2016,237,967,17.65789583,-11.04400654,527.1730386,NA,0.486207143,0,0.009,500,6.694791667,0.797885714,2000,-0.843235476,-5.586258423,4.743022947,0.003818509
+"US_SRR",2016,238,968,16.97839583,-18.78936544,532.2939073,NA,0.485968571,0,0.009,500,6.794791667,0.804628571,2000,-0.790391201,-5.402074744,4.611683543,0.004386087
+"US_SRR",2016,239,969,17.57875,-23.62414006,518.1438285,NA,0.48573,0,0.009,500,6.897916667,0.811371429,2000,-2.127654694,-6.652710543,4.525055849,0.005321603
+"US_SRR",2016,240,970,17.85522917,-27.56160783,505.6995647,NA,0.485491429,0,0.009,500,6.941666667,0.818114286,2000,-3.141405949,-7.629207156,4.487801206,0.007801798
+"US_SRR",2016,241,971,18.54158333,-32.50193901,510.9103481,NA,0.485252857,0,0.009,500,6.933333333,0.824857143,2000,-2.060036116,-6.616532133,4.556496017,0.004683955
+"US_SRR",2016,242,972,17.93197917,-36.89203821,518.990979,NA,0.485014286,0,0.009,500,6.921875,0.8316,2000,-2.359679528,-6.948955451,4.589275923,0.003587385
+"US_SRR",2016,243,973,21.07304167,-40.94681921,545.2044076,NA,0.484775714,0,0.009,500,6.966666667,0.838342857,2000,-1.681737125,-6.480565605,4.79882848,0.002829866
+"US_SRR",2016,244,974,19.94591667,-43.97299377,509.858514,NA,0.484537143,0,0.009,500,6.941666667,0.845085714,2000,-1.361511402,-6.211027768,4.849516367,0.00366614
+"US_SRR",2016,245,975,18.62954167,-44.8572264,512.1667445,NA,0.484298571,0,0.009,500,6.914583333,0.851828571,2000,-1.140670067,-5.993469225,4.852799158,0.002692735
+"US_SRR",2016,246,976,20.35277083,-36.34717781,504.8656337,NA,0.48406,0,0.009,500,6.902083333,0.858571429,2000,-0.123786051,-5.052200984,4.928414933,0.002095961
+"US_SRR",2016,247,977,18.14495833,-7.712209484,485.1275622,NA,0.483881429,0,0.009,500,6.941666667,0.865314286,2000,-0.63172469,-5.4507648,4.81904011,0.004012326
+"US_SRR",2016,248,978,17.73622917,-1.380335635,495.0914933,NA,0.483702857,0,0.009,500,6.985416667,0.872057143,2000,-0.460818469,-5.205639589,4.74482112,0.003044914
+"US_SRR",2016,249,979,19.37091667,-0.121663505,485.0395179,NA,0.483524286,0,0.009,500,7.010416667,0.8788,2000,0.301534203,-4.497569946,4.799104149,0.004037312
+"US_SRR",2016,250,980,21.94135417,-0.197372345,477.5902851,NA,0.483345714,0,0.009,500,7.071875,0.885542857,2000,0.556401827,-4.362271304,4.918673131,0.002761639
+"US_SRR",2016,251,981,24.0163125,0.112202824,489.2737136,NA,0.483167143,0,0.009,500,7.132291667,0.892285714,2000,1.23170719,-3.929024858,5.160732049,0.002527055
+"US_SRR",2016,252,982,18.73847917,-0.356695365,476.020955,NA,0.482988571,0,0.009,500,7.1625,0.899028571,2000,0.675969554,-4.135326058,4.811295612,0.007175914
+"US_SRR",2016,253,983,18.37522917,-3.346687784,484.8746955,NA,0.48281,0,0.009,500,7.180208333,0.905771429,2000,0.750871439,-3.87897953,4.629850968,0.004591926
+"US_SRR",2016,254,984,17.52020833,-7.316537047,483.3138051,NA,0.482631429,0,0.009,500,7.176041667,0.912514286,2000,0.496492701,-4.016929139,4.51342184,0.005140584
+"US_SRR",2016,255,985,15.7116875,-10.86471746,490.2288739,NA,0.482452857,0,0.009,500,7.19375,0.919257143,2000,-0.122791399,-4.405776278,4.282984879,0.006586407
+"US_SRR",2016,256,986,14.85110417,-13.99700602,492.8604702,NA,0.482274286,0,0.009,500,7.227083333,0.926,2000,-0.599456664,-4.766800263,4.1673436,0.007897802
+"US_SRR",2016,257,987,16.05851875,-17.20915878,470.99145,NA,0.482095714,0,0.009,500,7.269791667,0.932742857,2000,-0.82144259,-5.011355048,4.189912459,0.004483831
+"US_SRR",2016,258,988,18.37039583,-20.56497591,467.7437031,NA,0.481917143,0,0.009,500,7.270833333,0.939485714,2000,-0.32286228,-4.614396768,4.291534487,0.003766884
+"US_SRR",2016,259,989,18.66229167,-24.28008063,464.2601362,NA,0.481738571,0,0.009,500,7.201041667,0.946228571,2000,0.272003841,-4.047587573,4.319591414,0.005448021
+"US_SRR",2016,260,990,19.25995833,-27.99655359,455.4158312,NA,0.48156,0,0.009,500,7.2125,0.952971429,2000,0.490953566,-3.827325911,4.318279477,0.005017768
+"US_SRR",2016,261,991,21.37460417,-31.36311387,450.4732665,NA,0.481487857,0,0.009,500,7.23125,0.959714286,2000,0.673570996,-3.766198966,4.439769961,0.003481296
+"US_SRR",2016,262,992,24.94027083,-34.88975731,473.8806222,NA,0.481415714,0,0.009,500,7.28125,0.966457143,2000,0.951211527,-3.739081571,4.690293098,0.00212128
+"US_SRR",2016,263,993,25.08735417,-35.32237201,466.2436211,NA,0.481343571,0,0.009,500,7.436458333,0.9732,2000,1.371365865,-3.428295015,4.79966088,-0.001656055
+"US_SRR",2016,264,994,20.1329375,-17.49760236,428.8794283,NA,0.481271429,0,0.009,500,7.565625,0.96475625,2000,0.216684741,-4.261351057,4.478035798,0.003365742
+"US_SRR",2016,265,995,17.62064583,-18.00334147,400.4918311,NA,0.481199286,0,0.009,500,7.686458333,0.9563125,2000,-1.369242954,-5.587911306,4.218668351,0.00413063
+"US_SRR",2016,266,996,16.2954375,-10.17294948,433.1662464,NA,0.481127143,0,0.009,500,7.719791667,0.94786875,2000,-1.206966329,-5.284516497,4.077550167,0.003299715
+"US_SRR",2016,267,997,18.426125,-11.2849674,458.4143551,NA,0.481055,0,0.009,500,7.779166667,0.939425,2000,-0.420775596,-4.586152895,4.1653773,0.002723402
+"US_SRR",2016,268,998,21.87552083,-9.231859208,469.1336273,NA,0.480982857,0,0.009,500,7.805208333,0.93098125,2000,0.266169501,-4.029536798,4.295706299,0.002993467
+"US_SRR",2016,269,999,23.5075,-7.914707827,467.7131407,NA,0.480910714,0,0.009,500,7.773958333,0.9225375,2000,0.965194892,-3.500859013,4.466053905,0.002652973
+"US_SRR",2016,270,1000,24.8531875,-6.775173235,461.7790875,NA,0.480838571,0,0.009,500,7.770833333,0.91409375,2000,1.207703201,-3.346520569,4.55422377,0.002641198
+"US_SRR",2016,271,1001,23.94854167,-5.379931277,445.9946921,NA,0.480766429,0,0.009,500,7.794791667,0.90565,2000,1.279807236,-3.220097217,4.499904452,0.002587575
+"US_SRR",2016,272,1002,19.3296875,-2.724750307,425.8628177,NA,0.480694286,0,0.009,500,7.85,0.89720625,2000,0.427050249,-3.830772545,4.257822794,0.003064391
+"US_SRR",2016,273,1003,15.85979167,-5.977037876,422.7837052,NA,0.480622143,0,0.009,500,7.930208333,0.8887625,2000,-0.300764036,-4.32669558,4.025931544,0.002398009
+"US_SRR",2016,274,1004,14.9454375,-10.7652926,427.0847818,NA,0.48055,0,0.009,500,7.994791667,0.88031875,2000,-0.055569171,-3.974983752,3.919414581,0.004987595
+"US_SRR",2016,275,1005,16.236,-15.71479601,390.0245734,NA,0.477471429,0,0.009,500,8.023958333,0.871875,2000,0.003968877,-3.940213696,3.944182574,0.002811596
+"US_SRR",2016,276,1006,14.831375,-21.13421111,357.8273028,NA,0.474392857,0,0.009,500,8.011458333,0.86343125,2000,0.138803336,-3.762971475,3.901774811,0.004324169
+"US_SRR",2016,277,1007,13.58491458,-26.56132885,221.0743136,NA,0.471314286,0,0.009,500,8.002083333,0.8549875,2000,1.278818954,-2.568084867,3.846903821,0.002434583
+"US_SRR",2016,278,1008,15.63658333,-31.6635675,383.2555919,NA,0.468235714,0,0.009,500,7.988541667,0.84654375,2000,0.111899721,-3.812408826,3.924308548,0.003388389
+"US_SRR",2016,279,1009,16.05451042,-36.74158336,404.0351673,NA,0.465157143,0,0.009,500,7.992708333,0.8381,2000,-0.124879046,-4.057088384,3.932209338,0.003836293
+"US_SRR",2016,280,1010,17.01692917,-39.4586895,432.1224387,NA,0.462078571,0,0.009,500,8.03125,0.820033333,2000,0.13444402,-3.827632169,3.962076189,0.003814338
+"US_SRR",2016,281,1011,18.96920625,-37.18605608,401.895788,NA,0.459,0,0.009,500,8.066666667,0.801966667,2000,0.499803743,-3.492521014,3.992324757,0.00353486
+"US_SRR",2016,282,1012,20.20047917,-11.7987132,419.1226522,NA,0.455921429,0,0.009,500,8.25625,0.7839,2000,0.677844487,-3.335243293,4.013087779,0.003449064
+"US_SRR",2016,283,1013,19.7344375,0.066341713,396.3656867,NA,0.452842857,0,0.009,500,8.359375,0.765833333,2000,0.602625171,-3.364465869,3.96709104,0.003403516
+"US_SRR",2016,284,1014,17.5803125,0.951993247,369.746389,NA,0.449764286,0,0.009,500,8.425,0.747766667,2000,-0.057399568,-3.928690028,3.87129046,0.00448232
+"US_SRR",2016,285,1015,15.34525,2.004974494,352.6176774,NA,0.446685714,0,0.009,500,8.461458333,0.7297,2000,-0.218011353,-4.065522566,3.847511213,0.002853144
+"US_SRR",2016,286,1016,14.7761875,2.086713689,333.8218238,NA,0.443607143,0,0.009,500,8.525,0.711633333,2000,0.076357242,-3.753871641,3.830228883,0.003966389
+"US_SRR",2016,287,1017,16.35691667,1.757071117,329.849112,NA,0.440528571,0,0.009,500,8.570833333,0.693566667,2000,-0.417394015,-4.25320525,3.835811235,0.003322385
+"US_SRR",2016,288,1018,16.6439375,0.834274616,193.3743612,NA,0.43745,0,0.009,500,8.644791667,0.6755,2000,2.466453505,-1.327376845,3.79383035,0.001242007
+"US_SRR",2016,289,1019,16.31779167,-1.283748588,321.3450174,NA,0.435583571,0,0.009,500,8.715625,0.657433333,2000,1.426900304,-2.359220826,3.78612113,0.00284951
+"US_SRR",2016,290,1020,15.48897917,-5.35626593,212.8208496,NA,0.433717143,0,0.009,500,8.790625,0.639366667,2000,2.39288975,-1.315686171,3.708575921,0.001943623
+"US_SRR",2016,291,1021,15.86358333,-9.290997238,348.3162006,NA,0.431850714,0,0.009,500,8.822916667,0.6213,2000,0.561112768,-3.149919443,3.711032211,0.003104463
+"US_SRR",2016,292,1022,15.61916667,-13.70922121,354.5091371,NA,0.429984286,0,0.009,500,8.896875,0.603233333,2000,0.335815383,-3.386998263,3.722813646,0.003823046
+"US_SRR",2016,293,1023,16.555375,-18.7916965,348.0942318,NA,0.428117857,0,0.009,500,8.828125,0.585166667,2000,0.494960387,-3.255775646,3.750736033,0.00389941
+"US_SRR",2016,294,1024,17.5355875,-22.94098686,387.9999378,NA,0.426251429,0,0.009,500,8.544791667,0.5671,2000,0.601223267,-3.16177141,3.762994677,0.003482394
+"US_SRR",2016,295,1025,17.93229167,-24.15947351,374.2491252,NA,0.424385,0,0.009,500,8.115625,0.549033333,2000,0.623443035,-3.120478457,3.743921492,0.003171004
+"US_SRR",2016,296,1026,16.82910417,-18.34347382,317.4010078,NA,0.422518571,0,0.009,500,7.811458333,0.530966667,2000,0.877230242,-2.794975633,3.672205875,0.004023219
+"US_SRR",2016,297,1027,15.43725,-22.12146654,360.7823555,NA,0.420652143,0,0.009,500,7.698958333,0.5129,2000,0.749011528,-2.899110399,3.648121927,0.009594233
+"US_SRR",2016,298,1028,16.65725,-19.47474834,187.4811383,NA,0.418785714,0,0.009,500,7.313541667,0.494833333,2000,2.080977016,-1.58861104,3.669588056,0.002218009
+"US_SRR",2016,299,1029,17.02716667,-9.656872621,191.2236922,NA,0.416919286,0,0.009,500,7.008333333,0.476766667,2000,2.24181979,-1.400556442,3.642376231,0.001960469
+"US_SRR",2016,300,1030,16.87991667,-11.04400654,358.143811,NA,0.415052857,0,0.009,500,7.24375,0.4587,2000,1.478722393,-2.175388518,3.654110911,0.001803609
+"US_SRR",2016,301,1031,16.14552083,-18.78936544,192.960477,NA,0.413186429,0,0.009,500,7.239583333,0.440633333,2000,2.585418378,-1.032650099,3.618068477,0.00200272
+"US_SRR",2016,302,1032,16.20054167,-23.62414006,212.2807301,NA,0.41132,0,0.009,500,7.047916667,0.422566667,2000,2.424702915,-1.160725227,3.585428142,0.001942303
+"US_SRR",2016,303,1033,16.88785417,-27.56160783,304.8240487,NA,0.410267857,0,0.009,500,6.986458333,0.4045,2000,1.680818547,-1.902481102,3.583299648,0.003240784
+"US_SRR",2016,304,1034,14.8043125,-32.50193901,224.4375208,NA,0.409215714,0,0.009,500,6.938541667,0.386433333,2000,1.885630367,-1.572759418,3.458389785,0.003036939
+"US_SRR",2016,305,1035,14.30535417,-36.89203821,282.7387005,NA,0.408163571,0,0.009,500,6.885416667,0.368366667,2000,1.211671364,-2.241317902,3.452989266,0.002505626
+"US_SRR",2016,306,1036,14.39071875,-40.94681921,334.708428,NA,0.407111429,0,0.009,500,6.892708333,0.3503,2000,1.013527655,-2.422901854,3.436429509,0.003710238
+"US_SRR",2016,307,1037,12.92228958,-43.97299377,353.4518815,NA,0.406059286,0,0.009,500,6.8375,0.362406122,2000,0.771593285,-2.584929949,3.356523234,0.003405402
+"US_SRR",2016,308,1038,13.48630625,-44.8572264,347.1327804,NA,0.405007143,0,0.009,500,6.765625,0.374512245,2000,0.884542786,-2.491041549,3.375584335,0.003456976
+"US_SRR",2016,309,1039,14.3438375,-36.34717781,350.7832842,NA,0.403955,0,0.009,500,6.659375,0.386618367,2000,0.977627233,-2.424206626,3.40183386,0.003494721
+"US_SRR",2016,310,1040,14.66378125,-7.712209484,324.3488998,NA,0.402902857,0,0.009,500,6.402083333,0.39872449,2000,1.110752368,-2.265620511,3.376372878,0.003115531
+"US_SRR",2016,311,1041,16.91385417,-1.380335635,288.3922899,NA,0.401850714,0,0.009,500,6.29375,0.410830612,2000,1.492829687,-1.974868749,3.467698437,0.004187912
+"US_SRR",2016,312,1042,15.71954167,-0.121663505,311.7433485,NA,0.400798571,0,0.009,500,6.236458333,0.422936735,2000,1.45586963,-1.959646338,3.415515968,0.003377521
+"US_SRR",2016,313,1043,16.67516667,-0.197372345,338.6302932,NA,0.399746429,0,0.009,500,6.210416667,0.435042857,2000,1.273220833,-2.152111076,3.425331908,0.003567123
+"US_SRR",2016,314,1044,16.96122917,0.112202824,336.9014758,NA,0.398694286,0,0.009,500,6.017708333,0.44714898,2000,1.34484819,-2.071638584,3.416486774,0.003433157
+"US_SRR",2016,315,1045,16.15343542,-0.356695365,290.7951905,NA,0.397642143,0,0.009,500,5.90625,0.459255102,2000,1.593249644,-1.783564831,3.376814475,0.003078882
+"US_SRR",2016,316,1046,16.00754167,-3.346687784,258.7194395,NA,0.39659,0,0.009,500,5.876041667,0.471361224,2000,1.699981676,-1.65036299,3.350344666,0.002902939
+"US_SRR",2016,317,1047,17.57722917,-7.316537047,308.3123287,NA,0.394058571,0,0.009,500,5.814583333,0.483467347,2000,1.449374379,-1.934039493,3.383413873,0.001235416
+"US_SRR",2016,318,1048,15.9246875,-10.86471746,327.1456242,NA,0.391527143,0,0.009,500,5.83125,0.495573469,2000,1.374080455,-1.923747886,3.29782834,0.003275594
+"US_SRR",2016,319,1049,15.01419375,-13.99700602,314.3934079,NA,0.388995714,0,0.009,500,5.967708333,0.507679592,2000,1.216798756,-1.978651587,3.195450343,0.002597107
+"US_SRR",2016,320,1050,14.49920833,-17.20915878,142.2297242,NA,0.386464286,0,0.009,500,6.215625,0.519785714,2000,1.547920659,-1.564507046,3.112427705,0.002984639
+"US_SRR",2016,321,1051,11.42315208,-20.56497591,233.1868505,NA,0.383932857,0,0.009,500,6.294791667,0.531891837,2000,0.659325227,-2.188046484,2.847371711,0.002193529
+"US_SRR",2016,322,1052,9.617377083,-24.28008063,276.0715255,NA,0.381401429,0,0.009,500,6.25625,0.543997959,2000,0.971490811,-1.68264495,2.654135761,0.002458401
+"US_SRR",2016,323,1053,9.337760417,-27.99655359,262.1517097,NA,0.37887,0,0.009,500,6.225,0.556104082,2000,1.037613358,-1.556907728,2.594521087,0.002302262
+"US_SRR",2016,324,1054,12.59912292,-31.36311387,193.4873358,NA,0.376338571,0,0.009,500,6.189583333,0.568210204,2000,2.053869785,-0.783534643,2.837404427,0.001983265
+"US_SRR",2016,325,1055,11.75587083,-34.88975731,183.2634544,NA,0.373807143,0,0.009,500,6.1625,0.580316327,2000,2.121891212,-0.638195062,2.760086275,0.001432957
+"US_SRR",2016,326,1056,11.30638542,-35.32237201,320.2019291,NA,0.371275714,0,0.009,500,6.155208333,0.592422449,2000,1.450935052,-1.255535028,2.70647008,0.002064167
+"US_SRR",2016,327,1057,10.60824792,1.757071117,277.9502259,NA,0.368744286,0,0.009,500,6.0875,0.604528571,2000,1.367450793,-1.268078048,2.635528841,0.002142996
+"US_SRR",2016,328,1058,10.50952917,0.834274616,312.4628444,NA,0.366212857,0,0.009,500,6.03125,0.616634694,2000,1.222477768,-1.347309897,2.569787666,0.001703765
+"US_SRR",2016,329,1059,7.530827083,-1.283748588,293.3074153,NA,0.363681429,0,0.009,500,5.971875,0.628740816,2000,1.00358604,-1.276963587,2.280549627,0.001448801
+"US_SRR",2016,330,1060,7.415222917,-5.35626593,207.0223182,NA,0.36115,0,0.009,500,5.748958333,0.640846939,2000,1.361399407,-0.791329462,2.152728869,0.000707271
+"US_SRR",2016,331,1061,9.8764125,-9.290997238,214.7059948,NA,0.359076429,0,0.009,500,5.448958333,0.652953061,2000,1.615869936,-0.721001879,2.336871814,0.001341051
+"US_SRR",2016,332,1062,11.05992708,-13.70922121,269.89065,NA,0.357002857,0,0.009,500,5.327083333,0.665059184,2000,1.420259514,-0.992566902,2.412826416,0.001485366
+"US_SRR",2016,333,1063,10.18971042,-18.7916965,261.3544303,NA,0.354929286,0,0.009,500,5.051041667,0.677165306,2000,1.35169641,-0.993885998,2.345582408,0.001864067
+"US_SRR",2016,334,1064,9.478425,-22.94098686,235.8008055,NA,0.352855714,0,0.009,500,5.084375,0.689271429,2000,0.976524664,-1.272926445,2.249451109,0.001964832
+"US_SRR",2016,335,1065,8.276183333,-24.15947351,250.9447238,NA,0.350782143,0,0.009,500,5.109375,0.701377551,2000,1.110316525,-0.97396986,2.084286385,0.00103588
+"US_SRR",2016,336,1066,10.48974167,-18.34347382,257.9185367,NA,0.348708571,0,0.009,500,5.011458333,0.713483673,2000,0.996664483,-1.277109741,2.273774224,0.002395485
+"US_SRR",2016,337,1067,12.46466667,-22.12146654,197.7869442,NA,0.346635,0,0.009,500,5.291666667,0.725589796,2000,0.989591955,-1.406515159,2.396107114,0.002813612
+"US_SRR",2016,338,1068,8.88623125,-19.47474834,251.862734,NA,0.344561429,0,0.009,500,5.004166667,0.737695918,2000,0.872639949,-1.20693508,2.079575029,0.001774369
+"US_SRR",2016,339,1069,8.303208333,-9.656872621,259.0658499,NA,0.342487857,0,0.009,500,4.833333333,0.749802041,2000,0.954344269,-1.087133497,2.041477767,0.001261995
+"US_SRR",2016,340,1070,7.809120833,-11.04400654,209.7112821,NA,0.340414286,0,0.009,500,4.811458333,0.761908163,2000,1.018577326,-0.90961796,1.928195286,0.000294154
+"US_SRR",2016,341,1071,7.240910417,-18.78936544,271.2957079,NA,0.338340714,0,0.009,500,4.715625,0.774014286,2000,0.734732877,-1.17998813,1.914721008,0.001364494
+"US_SRR",2016,342,1072,4.685159375,-23.62414006,202.7171341,NA,0.336267143,0,0.009,500,4.584375,0.786120408,2000,1.097886709,-0.603614579,1.701501288,-0.0000551
+"US_SRR",2016,343,1073,7.536183333,-27.56160783,177.9855003,NA,0.334193571,0,0.009,500,4.832291667,0.798226531,2000,1.370449733,-0.440399511,1.810849243,-0.0000315
+"US_SRR",2016,344,1074,10.64485625,-32.50193901,237.4454527,NA,0.33212,0,0.009,500,4.859375,0.810332653,2000,1.35079141,-0.734321088,2.085112498,0.001100954
+"US_SRR",2016,345,1075,13.98831458,-36.89203821,136.4932084,NA,0.328875714,0,0.009,500,4.821875,0.822438776,2000,1.624514578,-0.890700742,2.51521532,0.00133177
+"US_SRR",2016,346,1076,8.58305,-40.94681921,181.3051993,NA,0.325631429,0,0.009,500,4.838541667,0.834544898,2000,1.336684978,-0.555210964,1.891895942,0.000843252
+"US_SRR",2016,347,1077,8.1061,-43.97299377,239.6619748,NA,0.322387143,0,0.009,500,4.8125,0.84665102,2000,1.10245233,-0.756444694,1.858897023,0.000973822
+"US_SRR",2016,348,1078,9.10458125,-44.8572264,236.8566611,NA,0.319142857,0,0.009,500,4.905208333,0.858757143,2000,1.320028848,-0.58380654,1.903835388,0.001027106
+"US_SRR",2016,349,1079,10.85350625,-36.34717781,214.5190381,NA,0.315898571,0,0.009,500,5.017708333,0.870863265,2000,1.615039869,-0.487124181,2.102164049,0.00103122
+"US_SRR",2016,350,1080,13.7679375,-7.712209484,152.3732951,NA,0.312654286,0,0.009,500,4.951041667,0.882969388,2000,1.947309418,-0.538092724,2.485402142,0.001554798
+"US_SRR",2016,351,1081,8.469310417,-1.380335635,183.9851407,NA,0.30941,0,0.009,500,4.309375,0.89507551,2000,1.039805398,-0.788893876,1.828699275,0.000551936
+"US_SRR",2016,352,1082,5.414669167,-0.121663505,200.3797688,NA,0.306165714,0,0.009,500,3.889583333,0.907181633,2000,0.825078873,-0.814530748,1.639609621,0.000630941
+"US_SRR",2016,353,1083,3.595701458,-0.197372345,280.824334,NA,0.302921429,0,0.009,500,3.685416667,0.919287755,2000,0.724697351,-0.860222846,1.584920197,0.000212874
+"US_SRR",2016,354,1084,3.626638333,0.112202824,286.9112431,NA,0.299677143,0,0.009,500,3.515625,0.931393878,2000,0.731529548,-0.81845189,1.549981438,-0.000267738
+"US_SRR",2016,355,1085,5.689025625,-0.356695365,288.1304387,NA,0.296432857,0,0.009,500,3.309375,0.9435,2000,0.737805182,-0.901992805,1.639797988,0.000121469
+"US_SRR",2016,356,1086,7.15813125,-3.346687784,268.7442629,NA,0.293188571,0,0.009,500,3.104166667,0.936133929,2000,0.854068533,-0.848045581,1.702114114,0.000493903
+"US_SRR",2016,357,1087,7.399914167,-7.316537047,289.0401298,NA,0.289944286,0,0.009,500,3.016666667,0.928767857,2000,0.792870879,-0.965348624,1.758219503,0.000205032
+"US_SRR",2016,358,1088,7.619235417,-10.86471746,148.7658302,NA,0.2867,0,0.009,500,3.009375,0.921401786,2000,1.252861484,-0.395025654,1.647887139,-0.000179218
+"US_SRR",2016,359,1089,5.931816667,-13.99700602,223.2533475,NA,0.2867,0,0.009,500,2.96875,0.914035714,2000,0.701772399,-0.886837091,1.58860949,-0.000408037
+"US_SRR",2016,360,1090,4.231427708,-17.20915878,246.0626246,NA,0.2867,0,0.009,500,2.938541667,0.906669643,2000,0.680950477,-0.805629424,1.486579901,-0.000808637
+"US_SRR",2016,361,1091,4.610240833,-20.56497591,207.4968074,NA,0.2867,0,0.009,500,2.871875,0.899303571,2000,0.654840305,-0.869851877,1.524692182,-0.001856864
+"US_SRR",2016,362,1092,4.895097083,-24.28008063,267.0443378,NA,0.2867,0,0.009,500,2.69375,0.8919375,2000,0.666035507,-0.867166268,1.533201775,-0.001873245
+"US_SRR",2016,363,1093,5.416201042,-27.99655359,294.8715908,NA,0.2867,0,0.009,500,2.588541667,0.884571429,2000,0.618682658,-0.961100436,1.579783095,-0.00171159
+"US_SRR",2016,364,1094,6.626820833,-31.36311387,267.7181463,NA,0.2867,0,0.009,500,2.492708333,0.877205357,2000,0.690782617,-0.908742475,1.599525092,-0.001102809
+"US_SRR",2016,365,1095,7.38799375,-34.88975731,261.8408169,NA,0.2867,0,0.009,500,2.446875,0.869839286,2000,0.735143623,-0.919733666,1.65487729,-0.000756254
+"US_SRR",2016,366,1096,7.351775,-34.88975731,164.9153174,NA,0.2867,0,0.009,500,2.503125,0.862473214,2000,0.84358285,-0.737333692,1.580916542,-0.001149798
+"US_SRR",2017,1,1097,8.338452083,0.480358594,222.9114931,NA,0.2867,0,0.009,500,2.592708333,0.855107143,2000,0.779815298,-0.871982601,1.651797899,0.000692388
+"US_SRR",2017,2,1098,7.13165,0.338771915,249.5216081,NA,0.2867,0,0.009,500,2.578125,0.847741071,2000,1.018867829,-0.559503578,1.578371407,-0.000508785
+"US_SRR",2017,3,1099,8.49753125,0.412859147,181.1300586,NA,0.2867,0,0.009,500,2.566666667,0.840375,2000,1.326303129,-0.344211669,1.670514798,-0.000669969
+"US_SRR",2017,4,1100,10.0921625,-0.031562891,202.558787,NA,0.2867,0,0.009,500,2.786458333,0.833008929,2000,1.421310525,-0.394740776,1.816051301,0.00018082
+"US_SRR",2017,5,1101,6.2536875,-2.090397391,279.0396772,NA,0.2867,0,0.009,500,2.276041667,0.825642857,2000,0.861993472,-0.705055176,1.567048648,0.000135558
+"US_SRR",2017,6,1102,3.266059792,-4.884327225,282.8812986,NA,0.2867,0,0.009,500,2.105208333,0.818276786,2000,0.775551675,-0.647384621,1.422936296,-0.001748903
+"US_SRR",2017,7,1103,9.10095,-8.066632259,184.9486054,NA,0.2867,0,0.009,500,1.986458333,0.810910714,2000,1.338850177,-0.411001815,1.749851993,-0.000773817
+"US_SRR",2017,8,1104,14.09310417,-2.563197575,158.3580016,NA,0.2867,0,0.009,500,1.748958333,0.803544643,2000,1.893738364,-0.384372136,2.278110501,0.000614341
+"US_SRR",2017,9,1105,11.80385625,-0.130481001,211.149057,NA,0.2867,0,0.009,500,1.033333333,0.796178571,2000,1.672302071,-0.401470584,2.073772655,0.000227082
+"US_SRR",2017,10,1106,12.10175,-3.865045028,137.4193828,NA,0.2867,0,0.009,500,0.752083333,0.7888125,2000,2.022187045,-0.096072052,2.118259097,0.000390313
+"US_SRR",2017,11,1107,10.17515833,-7.284256906,264.3028003,NA,0.2867,0,0.009,500,0.364583333,0.781446429,2000,1.321732213,-0.514505839,1.836238052,0.001177879
+"US_SRR",2017,12,1108,7.328420833,-9.720064672,167.3546687,NA,0.2867,0,0.009,500,0.35,0.774080357,2000,1.354183729,-0.113398016,1.467581744,-0.000163761
+"US_SRR",2017,13,1109,7.428979167,-11.32449411,296.8858358,NA,0.2867,0,0.009,500,0.420833333,0.766714286,2000,0.87249005,-0.664299876,1.536789926,0.00048705
+"US_SRR",2017,14,1110,6.612695833,-12.35852281,305.9907002,NA,0.2867,0,0.009,500,0.509375,0.759348214,2000,0.834733813,-0.648074642,1.482808455,-0.0000271
+"US_SRR",2017,15,1111,5.565183333,-11.92205678,263.096212,NA,0.2867,0,0.009,500,0.610416667,0.751982143,2000,0.85150005,-0.603221428,1.454721478,-0.00083518
+"US_SRR",2017,16,1112,5.202635417,-10.23786449,304.8266514,NA,0.2867,0,0.009,500,0.710416667,0.744616071,2000,0.756349405,-0.706572798,1.462922203,-0.001185854
+"US_SRR",2017,17,1113,4.542891667,-10.99089886,262.1153058,NA,0.2867,0,0.009,500,0.797916667,0.73725,2000,0.860326015,-0.541089423,1.401415438,-0.0016692
+"US_SRR",2017,18,1114,7.390375,-9.780114856,143.3932167,NA,0.2867,0,0.009,500,0.809375,0.729883929,2000,1.38307335,-0.190996541,1.574069891,-0.001853218
+"US_SRR",2017,19,1115,10.61338958,-10.09612578,283.542087,NA,0.2867,0,0.009,500,0.573958333,0.722517857,2000,0.564196944,-1.291230449,1.855427393,0.000335857
+"US_SRR",2017,20,1116,9.167720833,-12.81090086,250.7473918,NA,0.2867,0,0.009,500,0.444791667,0.715151786,2000,1.237410234,-0.516585851,1.753996084,0.000113196
+"US_SRR",2017,21,1117,9.706733333,-14.54951839,219.3671895,NA,0.2867,0,0.009,500,0.383333333,0.707785714,2000,1.262788641,-0.555920643,1.818709284,-0.000501262
+"US_SRR",2017,22,1118,9.477795833,-9.267078514,288.0289608,NA,0.2867,0,0.009,500,0.367708333,0.700419643,2000,1.171748892,-0.641884992,1.813633884,-0.000145571
+"US_SRR",2017,23,1119,7.88620625,-10.18227373,260.1904329,NA,0.2867,0,0.009,500,0.328125,0.693053571,2000,1.005985737,-0.652752435,1.658738172,-0.000437462
+"US_SRR",2017,24,1120,7.65013125,-10.41147793,289.103551,NA,0.2867,0,0.009,500,0.366666667,0.6856875,2000,0.817906853,-0.839631648,1.657538501,-0.000124061
+"US_SRR",2017,25,1121,7.005404167,-8.711221578,296.0177715,NA,0.2867,0,0.009,500,0.471875,0.678321429,2000,0.851537766,-0.734928646,1.586466412,-0.000651579
+"US_SRR",2017,26,1122,8.187102083,-10.75926225,312.1257957,NA,0.2867,0,0.009,500,0.605208333,0.670955357,2000,0.78749163,-0.923855524,1.711347153,-0.000285405
+"US_SRR",2017,27,1123,8.627585417,-12.09860939,273.5945014,NA,0.2867,0,0.009,500,0.711458333,0.663589286,2000,0.809529356,-0.931757183,1.741286539,-0.000651297
+"US_SRR",2017,28,1124,7.893310417,-12.35391136,258.9830232,NA,0.2867,0,0.009,500,0.813541667,0.656223214,2000,0.775825654,-0.915988993,1.691814648,-0.001037727
+"US_SRR",2017,29,1125,8.095610417,-7.048667618,283.7452514,NA,0.2867,0,0.009,500,0.8375,0.648857143,2000,0.798071348,-0.910743351,1.708814699,-0.000902456
+"US_SRR",2017,30,1126,8.124158333,-0.681878514,310.5613309,NA,0.2867,0,0.009,500,0.838541667,0.641491071,2000,0.696669535,-1.00918535,1.705854884,-0.000884475
+"US_SRR",2017,31,1127,8.154764583,0.297218201,283.2343018,NA,0.2867,0,0.009,500,0.8625,0.634125,2000,0.839359099,-0.861523861,1.700882959,-0.000833611
+"US_SRR",2017,32,1128,8.362739583,-0.361205463,146.0768495,NA,0.2867,0,0.009,500,0.847916667,0.626758929,2000,1.299718124,-0.361098693,1.660816817,-0.00157672
+"US_SRR",2017,33,1129,11.49310417,-2.332625138,230.6062457,NA,0.2867,0,0.009,500,0.826041667,0.619392857,2000,1.42480857,-0.538468705,1.963277275,-0.000346788
+"US_SRR",2017,34,1130,13.3876875,-5.846853131,310.7568509,NA,0.2867,0,0.009,500,0.867708333,0.612026786,2000,1.452926769,-0.772730236,2.225657004,0.001240137
+"US_SRR",2017,35,1131,12.53683125,-8.691356875,240.8918782,NA,0.2867,0,0.009,500,0.884375,0.604660714,2000,1.289818922,-0.864311953,2.154130875,0.000464008
+"US_SRR",2017,36,1132,11.48261458,-10.73483677,264.8196546,NA,0.2867,0,0.009,500,0.821875,0.597294643,2000,1.358317221,-0.6829455,2.041262722,0.000465915
+"US_SRR",2017,37,1133,12.92958333,-12.36115792,238.6478089,NA,0.2867,0,0.009,500,0.835416667,0.589928571,2000,1.621566517,-0.582139644,2.203706161,0.000555052
+"US_SRR",2017,38,1134,14.65766667,-13.86793613,250.9566852,NA,0.2867,0,0.009,500,0.653125,0.5825625,2000,1.909760796,-0.549087522,2.458848318,0.000748619
+"US_SRR",2017,39,1135,15.04147917,-15.04583189,190.8212136,NA,0.2867,0,0.009,500,0.378125,0.575196429,2000,2.11926136,-0.490862608,2.610123968,0.000392884
+"US_SRR",2017,40,1136,14.89160417,-15.93928742,162.9071626,NA,0.2867,0,0.009,500,0.319791667,0.567830357,2000,2.361083203,-0.224874716,2.585957919,0.000822635
+"US_SRR",2017,41,1137,13.34621458,-16.53538051,298.9609518,NA,0.2867,0,0.009,500,0.316666667,0.560464286,2000,1.492539515,-0.903281044,2.39582056,0.000406514
+"US_SRR",2017,42,1138,11.69427083,-17.1705949,311.4197833,NA,0.2867,0,0.009,500,0.333333333,0.553098214,2000,0.957214811,-1.135574227,2.092789038,0.002307407
+"US_SRR",2017,43,1139,12.19167917,-17.49086255,305.5097612,NA,0.2867,0,0.009,500,0.379166667,0.545732143,2000,0.866606702,-1.271226012,2.137832714,0.001463286
+"US_SRR",2017,44,1140,10.94485833,-18.49154693,318.2389176,NA,0.2867,0,0.009,500,0.433333333,0.538366071,2000,0.849085919,-1.098884796,1.947970715,0.001280357
+"US_SRR",2017,45,1141,11.8362125,-18.63744101,376.9559771,NA,0.2867,0,0.009,500,0.448958333,0.531,2000,0.750041251,-1.322324285,2.072365536,0.001665877
+"US_SRR",2017,46,1142,12.18792292,-19.34821222,211.7603999,NA,0.2867,0,0.009,500,0.441666667,0.535885714,2000,1.43427525,-0.677308999,2.111584248,0.000763495
+"US_SRR",2017,47,1143,14.396875,-20.36328837,362.4457678,NA,0.2867,0,0.009,500,0.455208333,0.540771429,2000,1.392107372,-1.058356431,2.450463803,0.002664458
+"US_SRR",2017,48,1144,11.9165625,-21.08931283,172.6923627,NA,0.2867,0,0.009,500,0.390625,0.545657143,2000,1.828146564,-0.298317392,2.126463955,0.000152932
+"US_SRR",2017,49,1145,11.53797917,-21.48503594,315.2828738,NA,0.2867,0,0.009,500,0.480208333,0.550542857,2000,1.099196688,-1.007186045,2.106382733,-0.004373564
+"US_SRR",2017,50,1146,10.29500833,-22.38604208,244.2667301,NA,0.2867,0,0.009,500,0.514583333,0.555428571,2000,1.327841733,-0.599481053,1.927322786,0.000177047
+"US_SRR",2017,51,1147,12.34416667,-23.5257287,158.6475927,NA,0.2867,0,0.009,500,0.426041667,0.560314286,2000,1.912581691,-0.206403629,2.11898532,0.000569587
+"US_SRR",2017,52,1148,11.91095208,-24.35462394,282.2993515,NA,0.2867,0,0.009,500,0.269791667,0.5652,2000,1.184793827,-0.857786312,2.042580139,0.001352152
+"US_SRR",2017,53,1149,8.517870833,-24.82575184,338.2528307,NA,0.2867,0,0.009,500,0.251041667,0.570085714,2000,0.62851315,-1.113791839,1.742304989,0.002127256
+"US_SRR",2017,54,1150,6.881297917,-25.76395362,352.0629911,NA,0.2867,0,0.009,500,0.309375,0.574971429,2000,0.204437877,-1.336442668,1.540880546,0.000856456
+"US_SRR",2017,55,1151,6.88315,-26.38928634,383.6433259,NA,0.2867,0,0.009,500,0.398958333,0.579857143,2000,0.317416138,-1.227123522,1.54453966,0.000810415
+"US_SRR",2017,56,1152,7.281227083,-26.68153057,309.946833,NA,0.2867,0,0.009,500,0.427083333,0.584742857,2000,0.495099807,-1.084540999,1.579640806,0.000212729
+"US_SRR",2017,57,1153,8.04216875,-16.2666496,402.660241,NA,0.2867,0,0.009,500,0.466666667,0.589628571,2000,0.3940158,-1.242436443,1.636452243,0.001679102
+"US_SRR",2017,58,1154,8.30589375,-8.346765101,372.5466833,NA,0.2867,0,0.009,500,0.476041667,0.594514286,2000,0.309563066,-1.320079542,1.629642608,0.001329098
+"US_SRR",2017,59,1155,8.66164375,-6.557725691,375.2040297,NA,0.2867,0,0.009,500,0.511458333,0.5994,2000,0.310516266,-1.357721542,1.668237808,0.001215794
+"US_SRR",2017,60,1156,9.708370833,-0.136460681,435.566467,NA,0.2867,0,0.009,500,0.53125,0.604285714,2000,0.347549206,-1.470795605,1.818344811,0.001860118
+"US_SRR",2017,61,1157,11.07198542,-0.531068938,442.8751134,NA,0.2867,0,0.009,500,0.559375,0.609171429,2000,0.343455525,-1.657758768,2.001214293,0.002717733
+"US_SRR",2017,62,1158,11.26299583,-2.199501228,392.9988652,NA,0.2867,0,0.009,500,0.577083333,0.614057143,2000,0.501898924,-1.538963607,2.040862531,0.002673933
+"US_SRR",2017,63,1159,11.6867,-5.265506538,369.9268607,NA,0.2867,0,0.009,500,0.603125,0.618942857,2000,0.645042882,-1.479519046,2.124561928,0.00547478
+"US_SRR",2017,64,1160,7.888729167,-8.07078763,358.159797,NA,0.2867,0,0.009,500,0.673958333,0.623828571,2000,0.596782795,-1.107210503,1.703993298,0.002700493
+"US_SRR",2017,65,1161,8.77109375,-10.21125998,412.7256847,NA,0.2867,0,0.009,500,0.715625,0.628714286,2000,0.220587658,-1.577373004,1.797960662,0.001919397
+"US_SRR",2017,66,1162,9.055647917,-11.83940543,347.1244942,NA,0.2867,0,0.009,500,0.688541667,0.6336,2000,0.485386358,-1.370985462,1.85637182,0.001832983
+"US_SRR",2017,67,1163,12.3981,-12.86831593,483.0174616,NA,0.2867,0,0.009,500,0.679166667,0.638485714,2000,-0.03080715,-2.342851195,2.312044046,0.003039586
+"US_SRR",2017,68,1164,15.45901458,-14.10504567,450.5311375,NA,0.2867,0,0.009,500,0.704166667,0.643371429,2000,0.147738265,-2.698510609,2.846248875,0.003558902
+"US_SRR",2017,69,1165,16.09545833,-15.15772287,328.4628458,NA,0.2867,0,0.009,500,0.742708333,0.648257143,2000,0.249375182,-2.873021731,3.122396912,0.002992557
+"US_SRR",2017,70,1166,15.80015625,-16.12328929,450.9844332,NA,0.2867,0,0.009,500,0.777083333,0.653142857,2000,0.2897226,-2.957068771,3.246791371,0.004071778
+"US_SRR",2017,71,1167,16.39433333,-16.58093757,462.4987197,NA,0.2867,0,0.009,500,0.814583333,0.658028571,2000,0.13930982,-3.307069929,3.446379749,0.003159466
+"US_SRR",2017,72,1168,16.109,-12.03440384,472.8427781,NA,0.2867,0,0.009,500,0.811458333,0.662914286,2000,0.118959977,-3.393152315,3.512112293,0.002761871
+"US_SRR",2017,73,1169,16.97514167,-8.783028422,494.1896003,NA,0.2867,0,0.009,500,0.820833333,0.6678,2000,-0.097909287,-3.813891278,3.715981991,0.002417933
+"US_SRR",2017,74,1170,14.57210417,-8.593908349,333.807639,NA,0.2867,0,0.009,500,0.827083333,0.672685714,2000,0.380578605,-3.135945855,3.51652446,0.005145382
+"US_SRR",2017,75,1171,15.54779167,-4.920306661,463.9464168,NA,0.2867,0,0.009,500,0.8375,0.677571429,2000,-0.005834533,-3.701063347,3.695228814,0.004864268
+"US_SRR",2017,76,1172,15.69731667,-6.809784438,462.1492148,NA,0.2867,0,0.009,500,0.765625,0.682457143,2000,-0.395600898,-4.152390411,3.756789513,0.002523328
+"US_SRR",2017,77,1173,15.14272917,-9.275237231,270.9924966,NA,0.2867,0,0.009,500,0.691666667,0.687342857,2000,0.743373944,-2.919283462,3.662657406,0.002733891
+"US_SRR",2017,78,1174,15.22647917,-11.67775135,320.8350193,NA,0.2867,0,0.009,500,0.702083333,0.692228571,2000,0.261756679,-3.399357771,3.66111445,0.002808421
+"US_SRR",2017,79,1175,13.70916667,-14.63277784,229.1120831,NA,0.2867,0,0.009,500,0.645833333,0.697114286,2000,1.278959119,-2.149929272,3.428888391,0.000611634
+"US_SRR",2017,80,1176,15.3628125,-21.12833278,505.097637,NA,0.2867,0,0.009,500,0.71875,0.702,2000,-0.251094444,-3.974686922,3.723592478,0.004438548
+"US_SRR",2017,81,1177,12.50725208,1.040168201,524.0704539,NA,0.2867,0,0.009,500,0.9125,0.706885714,2000,-1.054675542,-4.601035561,3.546360019,0.003184022
+"US_SRR",2017,82,1178,11.21582917,-3.682512738,483.5036244,NA,0.2867,0,0.009,500,0.792708333,0.711771429,2000,-1.391382307,-4.587064542,3.195682235,0.003660582
+"US_SRR",2017,83,1179,11.82804167,-10.70473567,251.1350455,NA,0.2867,0,0.009,500,0.733333333,0.716657143,2000,1.301145424,-1.815212088,3.116357512,-0.000398186
+"US_SRR",2017,84,1180,12.80268958,-8.285904113,526.1133614,NA,0.2867,0,0.009,500,0.708333333,0.721542857,2000,-1.260408862,-4.513298453,3.252889591,0.004365871
+"US_SRR",2017,85,1181,12.76260417,-10.68076627,293.9579514,NA,0.2867,0,0.009,500,0.683333333,0.726428571,2000,0.62786214,-2.531357428,3.159219568,0.001977099
+"US_SRR",2017,86,1182,12.93004583,-12.56836906,460.169338,NA,0.2867,0,0.009,500,0.711458333,0.731314286,2000,-1.715171885,-4.85660359,3.141431705,0.005109095
+"US_SRR",2017,87,1183,16.12390625,-13.83433843,506.8770431,NA,0.2867,0,0.009,500,0.758333333,0.7362,2000,-0.2490819,-3.807092632,3.558010731,0.004239455
+"US_SRR",2017,88,1184,16.4714375,-14.606224,511.8454519,NA,0.2867,0,0.009,500,0.785416667,0.732709091,2000,-1.583761984,-5.370336846,3.786574862,0.003382908
+"US_SRR",2017,89,1185,15.01085417,-15.15002023,512.6799902,NA,0.2867,0,0.009,500,0.842708333,0.729218182,2000,-0.788304347,-4.434130488,3.64582614,0.003974483
+"US_SRR",2017,90,1186,16.99047917,-15.59570915,495.1681199,NA,0.2867,0,0.009,500,0.902083333,0.725727273,2000,-0.357506217,-4.030299144,3.672792927,0.005145522
+"US_SRR",2017,91,1187,18.16614583,-15.22740135,512.4731134,NA,0.2867,0,0.009,500,0.84375,0.722236364,2000,-0.769553173,-4.778934261,4.009381088,0.00427591
+"US_SRR",2017,92,1188,17.92183333,-13.4554395,517.7841695,NA,0.2867,0,0.009,500,0.835416667,0.718745455,2000,-1.135520634,-5.478293571,4.342772938,0.003025666
+"US_SRR",2017,93,1189,16.04319167,-15.27351584,506.2714615,NA,0.2867,0,0.009,500,0.8,0.715254545,2000,-1.718991835,-5.960772091,4.241780256,0.002506442
+"US_SRR",2017,94,1190,15.487625,-17.40253557,491.1934599,NA,0.2867,0,0.009,500,0.786458333,0.711763636,2000,-1.109980967,-5.313898055,4.203917088,0.001082643
+"US_SRR",2017,95,1191,16.1633125,-18.2533732,421.999958,NA,0.2867,0,0.009,500,0.835416667,0.708272727,2000,-1.513473822,-5.834079006,4.320605184,0.00095699
+"US_SRR",2017,96,1192,12.7604375,-5.375218478,255.4457747,NA,0.2867,0,0.009,500,0.840625,0.704781818,2000,1.333533573,-2.467104362,3.800637935,0.000599873
+"US_SRR",2017,97,1193,12.79075833,-1.604016237,329.5401745,NA,0.29753,0,0.009,500,0.879166667,0.701290909,2000,-0.279224158,-3.64194591,3.362721751,0.001097592
+"US_SRR",2017,98,1194,9.609054167,-5.17758496,514.9319118,NA,0.301605,0,0.009,500,0.936458333,0.6978,2000,-2.698520009,-5.643702093,2.945182084,0.002418845
+"US_SRR",2017,99,1195,10.18414583,-8.359839319,556.1197963,NA,0.30568,0,0.009,500,0.857291667,0.694309091,2000,-2.716322428,-5.761121825,3.044799398,0.002075626
+"US_SRR",2017,100,1196,12.64605,-10.87895721,556.2376122,NA,0.309755,0,0.009,500,0.803125,0.690818182,2000,-3.193446178,-6.649025077,3.4555789,0.002295582
+"US_SRR",2017,101,1197,14.327875,-12.64585153,274.0870489,NA,0.31383,0,0.009,500,0.760416667,0.687327273,2000,0.402742456,-3.359005786,3.761748241,0.001854843
+"US_SRR",2017,102,1198,14.4703125,-14.00146544,458.8131622,NA,0.317905,0,0.009,500,0.778125,0.683836364,2000,-1.981139263,-5.789733356,3.808594093,0.003527116
+"US_SRR",2017,103,1199,11.81049792,-15.93442259,484.674,NA,0.32198,0,0.009,500,0.828125,0.680345455,2000,-3.383622361,-6.837306448,3.453684087,-0.003007172
+"US_SRR",2017,104,1200,10.96710417,-17.72832683,483.0427311,NA,0.326055,0,0.009,500,0.853125,0.676854545,2000,-2.14372065,-5.458417546,3.314696896,0.002987755
+"US_SRR",2017,105,1201,12.97447292,-18.61732293,504.7138075,NA,0.33013,0,0.009,500,0.773958333,0.673363636,2000,-1.948683311,-5.660582173,3.711898861,0.0032759
+"US_SRR",2017,106,1202,11.27292083,-6.075550583,220.3670282,NA,0.334205,0,0.009,500,0.667708333,0.669872727,2000,1.280458961,-2.245010214,3.525469175,-0.000352497
+"US_SRR",2017,107,1203,13.3145625,-8.491797698,278.4895201,NA,0.33828,0,0.009,500,0.711458333,0.666381818,2000,0.271582998,-3.375325233,3.646908231,0.00024146
+"US_SRR",2017,108,1204,14.89329167,-10.71395856,581.245466,NA,0.343100714,0,0.009,500,0.714583333,0.662890909,2000,-3.225206264,-7.217471106,3.992264841,0.001788196
+"US_SRR",2017,109,1205,14.48195625,-9.252737416,592.1136284,NA,0.347921429,0,0.009,500,0.736458333,0.6594,2000,-3.974383617,-8.219880173,4.245496556,0.007417778
+"US_SRR",2017,110,1206,14.9489375,-12.75672901,615.1837376,NA,0.352742143,0,0.009,500,0.752083333,0.685025926,2000,-2.464266697,-6.945069257,4.48080256,0.002585314
+"US_SRR",2017,111,1207,16.48427917,-15.28436034,592.0735279,NA,0.357562857,0,0.009,500,0.65625,0.710651852,2000,-2.230291949,-6.927587156,4.697295207,0.004175605
+"US_SRR",2017,112,1208,14.57725625,-17.51199414,382.6606576,NA,0.362383571,0,0.009,500,0.636458333,0.736277778,2000,-3.559440875,-8.011514176,4.452073301,0.001508153
+"US_SRR",2017,113,1209,14.09466667,-19.75787103,591.5924358,NA,0.367204286,0,0.009,500,0.742708333,0.761903704,2000,-3.465367793,-7.785507604,4.32013981,0.004265382
+"US_SRR",2017,114,1210,13.329125,-21.54685976,310.7466623,NA,0.372025,0,0.009,500,0.786458333,0.78752963,2000,-1.290642198,-5.305751841,4.015109643,-0.000968135
+"US_SRR",2017,115,1211,14.41489583,-22.72130961,540.3284272,NA,0.376845714,0,0.009,500,0.827083333,0.813155556,2000,-5.177461388,-9.18191717,4.004455782,0.004991862
+"US_SRR",2017,116,1212,15.0869375,-22.49114257,473.7481516,NA,0.381666429,0,0.009,500,0.861458333,0.838781481,2000,-4.410763504,-8.568207166,4.157443662,0.008500445
+"US_SRR",2017,117,1213,15.57510417,-17.59145295,588.3006893,NA,0.386487143,0,0.009,500,0.859375,0.864407407,2000,-4.612007711,-8.845938685,4.233930975,0.004174579
+"US_SRR",2017,118,1214,16.99583333,-18.90976986,596.8466344,NA,0.391307857,0,0.009,500,0.877083333,0.890033333,2000,-1.79437781,-6.183822904,4.389445094,0.004961598
+"US_SRR",2017,119,1215,19.20370833,-10.11401415,602.3602085,NA,0.396128571,0,0.009,500,0.85625,0.915659259,2000,-1.842294966,-6.632260102,4.789965136,0.004712228
+"US_SRR",2017,120,1216,18.70679167,-10.21865856,629.0452485,NA,0.400949286,0,0.009,500,0.807291667,0.941285185,2000,-2.703147518,-7.774963272,5.071815754,0.004626804
+"US_SRR",2017,121,1217,22.4785,-14.16453843,645.2025708,NA,0.40577,0,0.009,500,0.78125,0.966911111,2000,-0.061952541,-6.084909554,6.022957014,0.001675537
+"US_SRR",2017,122,1218,24.16325,-8.658012554,651.7043879,NA,0.407057857,0,0.009,500,0.729166667,0.992537037,2000,0.314058129,-6.354645183,6.668703312,0.001384972
+"US_SRR",2017,123,1219,24.1508125,-12.46108953,644.1700023,NA,0.408345714,0,0.009,500,0.711458333,1.018162963,2000,-0.588627767,-7.561108356,6.972480589,-0.000591081
+"US_SRR",2017,124,1220,18.59508333,-16.60739006,608.0431367,NA,0.409633571,0,0.009,500,0.778125,1.043788889,2000,-2.348650334,-8.699414389,6.350764055,0.007677495
+"US_SRR",2017,125,1221,14.99635417,-20.25611019,638.3906348,NA,0.410921429,0,0.009,500,0.830208333,1.069414815,2000,-3.214253645,-8.71841245,5.504158804,0.005203529
+"US_SRR",2017,126,1222,13.69229792,-23.34785853,544.040695,NA,0.412209286,0,0.009,500,0.833333333,1.095040741,2000,-3.284341402,-8.24183888,4.957497478,0.005767611
+"US_SRR",2017,127,1223,16.80364583,-26.34641507,628.8913948,NA,0.413497143,0,0.009,500,0.760416667,1.120666667,2000,-2.128474563,-7.491562464,5.363087901,0.004643663
+"US_SRR",2017,128,1224,17.69208333,-29.22122262,621.7679903,NA,0.414785,0,0.009,500,0.772916667,1.146292593,2000,-2.799004701,-8.358439217,5.559434516,0.003068161
+"US_SRR",2017,129,1225,18.97210417,-31.79927584,639.4114758,NA,0.416072857,0,0.009,500,0.76875,1.171918519,2000,-3.035628426,-8.831316742,5.795688316,0.003348348
+"US_SRR",2017,130,1226,13.78979167,-33.89844785,618.5355688,NA,0.417360714,0,0.009,500,0.820833333,1.197544444,2000,-6.085846127,-10.99398643,4.908140307,0.009286106
+"US_SRR",2017,131,1227,14.08639583,-35.73471661,525.7255958,NA,0.418648571,0,0.009,500,0.883333333,1.22317037,2000,-5.61864796,-10.27643424,4.657786282,0.007478951
+"US_SRR",2017,132,1228,13.377575,-37.17764398,634.9716502,NA,0.419936429,0,0.009,500,0.895833333,1.248796296,2000,-4.659721368,-9.184639476,4.524918108,0.00749344
+"US_SRR",2017,133,1229,12.93680417,-9.398074064,625.480257,NA,0.421224286,0,0.009,500,0.845833333,1.274422222,2000,-4.44068125,-8.852573068,4.411891818,0.004742643
+"US_SRR",2017,134,1230,13.646925,-4.297305003,608.1878769,NA,0.422512143,0,0.009,500,0.769791667,1.300048148,2000,-3.699466653,-8.31852019,4.619053537,0.007630113
+"US_SRR",2017,135,1231,14.60827292,-1.170945457,636.5401625,NA,0.4238,0,0.009,500,0.78125,1.325674074,2000,-3.802522005,-8.637885481,4.835363476,0.009690334
+"US_SRR",2017,136,1232,13.52727083,-0.287726335,462.9072241,NA,0.425234286,0,0.009,500,0.797916667,1.3513,2000,-3.758506427,-8.259936471,4.501430044,0.005069281
+"US_SRR",2017,137,1233,15.62473125,-0.361306814,638.2642159,NA,0.426668571,0,0.009,500,0.907291667,1.339060714,2000,-2.659132679,-7.398194808,4.739062129,0.004275278
+"US_SRR",2017,138,1234,18.96203958,-0.226561295,644.9827994,NA,0.428102857,0,0.009,500,0.844791667,1.326821429,2000,-1.920188142,-7.207102344,5.286914202,0.003971496
+"US_SRR",2017,139,1235,21.60841667,-1.276451351,661.6435896,NA,0.429537143,0,0.009,500,0.803125,1.314582143,2000,-0.428015416,-6.322165601,5.894150185,0.003657567
+"US_SRR",2017,140,1236,22.7238125,-5.123919859,651.1767459,NA,0.430971429,0,0.009,500,0.789583333,1.302342857,2000,-0.210134752,-6.535543649,6.325408896,0.000966815
+"US_SRR",2017,141,1237,23.1716875,-9.196589227,647.9664098,NA,0.432405714,0,0.009,500,0.780208333,1.290103571,2000,0.419440713,-6.163095695,6.582536408,0.001062724
+"US_SRR",2017,142,1238,21.4925,-12.64362182,638.728071,NA,0.43384,0,0.009,500,0.770833333,1.277864286,2000,-0.727690355,-7.306547048,6.578856693,0.006146645
+"US_SRR",2017,143,1239,19.02722917,-15.39989994,664.7686819,NA,0.435274286,0,0.009,500,0.794791667,1.265625,2000,-5.010874833,-11.11706991,6.106195075,-0.004462424
+"US_SRR",2017,144,1240,14.79704167,-17.87133241,593.0329065,NA,0.436708571,0,0.009,500,0.85,1.253385714,2000,-7.420126706,-12.50329072,5.083164011,0.002947523
+"US_SRR",2017,145,1241,14.41614583,-19.16704816,604.2569306,NA,0.438142857,0,0.009,500,0.823958333,1.241146429,2000,-5.917128307,-10.5695424,4.652414095,0.008919602
+"US_SRR",2017,146,1242,14.63839583,-20.72602188,453.0850495,NA,0.439577143,0,0.009,500,0.816666667,1.228907143,2000,-5.330674682,-9.829583483,4.498908801,0.003972075
+"US_SRR",2017,147,1243,15.2919375,-22.03526793,654.3617403,NA,0.441011429,0,0.009,500,0.827083333,1.216667857,2000,-6.334567363,-10.93287638,4.598309021,0.006957668
+"US_SRR",2017,148,1244,16.32522917,-10.41872449,658.8516099,NA,0.442445714,0,0.009,500,0.8375,1.204428571,2000,-6.306544697,-11.21451617,4.90797147,0.006015901
+"US_SRR",2017,149,1245,15.72639583,-4.169755371,593.3232441,NA,0.44388,0,0.009,500,0.865625,1.192189286,2000,-6.941801306,-11.83048857,4.888687262,0.006405518
+"US_SRR",2017,150,1246,15.48327083,-1.475858502,571.5485203,NA,0.445548571,0,0.009,500,0.895833333,1.17995,2000,-5.766067722,-10.59842,4.832352275,0.005900592
+"US_SRR",2017,151,1247,17.58470833,-0.85878585,696.5900944,NA,0.447217143,0,0.009,500,0.889583333,1.167710714,2000,-3.702460261,-8.915814545,5.213354284,0.006797389
+"US_SRR",2017,152,1248,18.43445833,-5.56991283,676.6100136,NA,0.448885714,0,0.009,500,0.9125,1.155471429,2000,-3.499433868,-9.03604459,5.536610721,0.005180934
+"US_SRR",2017,153,1249,20.16325,-10.46443358,682.1846494,NA,0.450554286,0,0.009,500,0.9125,1.143232143,2000,-2.796926134,-8.662829508,5.865903374,0.005623301
+"US_SRR",2017,154,1250,18.37341667,-15.8928182,599.8959214,NA,0.452222857,0,0.009,500,0.9,1.130992857,2000,-2.337484849,-7.995877729,5.65839288,0.005642964
+"US_SRR",2017,155,1251,17.8756875,-21.44530654,663.990513,NA,0.453891429,0,0.009,500,0.883333333,1.118753571,2000,-3.342077575,-8.92617429,5.584096716,0.005048722
+"US_SRR",2017,156,1252,19.71491667,-26.41102603,660.7507206,NA,0.45556,0,0.009,500,0.870833333,1.106514286,2000,-2.527810526,-8.44091371,5.913103184,0.005905702
+"US_SRR",2017,157,1253,17.947,-30.50158376,664.139889,NA,0.457228571,0,0.009,500,0.842708333,1.094275,2000,-4.080171853,-9.770321036,5.690149183,0.005156448
+"US_SRR",2017,158,1254,16.04077083,-33.8842081,530.9650365,NA,0.458897143,0,0.009,500,0.835416667,1.082035714,2000,-7.217595252,-12.40357008,5.185974823,0.004996306
+"US_SRR",2017,159,1255,16.50614583,-37.41713527,447.9379788,NA,0.460565714,0,0.009,500,0.85625,1.069796429,2000,-2.559247664,-7.61492729,5.055679626,0.00282941
+"US_SRR",2017,160,1256,16.84,-39.88912517,663.948866,NA,0.462234286,0,0.009,500,0.876041667,1.057557143,2000,-6.928151543,-12.16699499,5.238843445,0.0070158
+"US_SRR",2017,161,1257,15.4956875,-41.94836507,658.7045346,NA,0.463902857,0,0.009,500,0.883333333,1.045317857,2000,-6.594621342,-11.43782963,4.843208288,0.005827572
+"US_SRR",2017,162,1258,13.50286458,-36.37134991,615.2295552,NA,0.465571429,0,0.009,500,0.895833333,1.033078571,2000,-6.001469487,-10.4793707,4.477901217,0.005059209
+"US_SRR",2017,163,1259,15.57986042,-3.963861786,691.5482755,NA,0.46724,0,0.009,500,0.897916667,1.020839286,2000,-4.574328441,-9.540839636,4.966511194,0.00525749
+"US_SRR",2017,164,1260,18.37839583,0.038064917,692.4389532,NA,0.466867143,0,0.009,500,0.847916667,1.0086,2000,-3.602103217,-9.157416597,5.55531338,-0.000477885
+"US_SRR",2017,165,1261,20.660625,1.477343677,678.8082429,NA,0.466494286,0,0.009,500,0.844791667,1.010389286,2000,-2.906899697,-9.024043362,6.117143666,0.004216818
+"US_SRR",2017,166,1262,21.65577083,2.398417219,682.6434587,NA,0.466121429,0,0.009,500,0.894791667,1.012178571,2000,-1.997710847,-8.338778882,6.341068035,-0.004979604
+"US_SRR",2017,167,1263,25.50583333,1.92749202,705.0622628,NA,0.465748571,0,0.009,500,0.954166667,1.013967857,2000,-0.770700802,-7.83377313,7.063072328,-0.002190893
+"US_SRR",2017,168,1264,26.619375,0.977229527,706.1127843,NA,0.465375714,0,0.009,500,0.934375,1.015757143,2000,-0.488276136,-7.927416615,7.439140479,0.002946535
+"US_SRR",2017,169,1265,29.650375,-4.643214334,708.1779822,NA,0.465002857,0,0.009,500,0.866666667,1.017546429,2000,1.650723958,-6.417625149,8.068349107,0.0002801
+"US_SRR",2017,170,1266,25.8525,-8.915594905,699.2704965,NA,0.46463,0,0.009,500,0.841666667,1.019335714,2000,-1.166812059,-8.844422809,7.67761075,-0.001934682
+"US_SRR",2017,171,1267,24.01460417,-12.74304669,715.6419194,NA,0.464257143,0,0.009,500,0.89375,1.021125,2000,-6.295395314,-13.55411086,7.258715551,0.008027909
+"US_SRR",2017,172,1268,23.6996875,-16.98487007,717.7237252,NA,0.463884286,0,0.009,500,0.938541667,1.022914286,2000,-5.827873728,-12.99309566,7.165221927,0.005314898
+"US_SRR",2017,173,1269,26.79827083,-21.95368076,693.8644326,NA,0.463511429,0,0.009,500,0.951041667,1.024703571,2000,-2.698367738,-10.35058316,7.652215426,0.002730923
+"US_SRR",2017,174,1270,21.56189583,-25.5855767,687.9123196,NA,0.463138571,0,0.009,500,1.025,1.026492857,2000,-6.575245417,-13.2086452,6.633399787,0.001409195
+"US_SRR",2017,175,1271,19.02627083,-9.857343953,662.4651046,NA,0.462765714,0,0.009,500,1.109375,1.028282143,2000,-7.846345849,-13.66184658,5.815500726,0.01025832
+"US_SRR",2017,176,1272,17.72939583,-1.173884622,684.8229249,NA,0.462392857,0,0.009,500,1.179166667,1.030071429,2000,-7.939906306,-13.37641033,5.436504025,0.010066075
+"US_SRR",2017,177,1273,18.045875,-1.016436587,708.2564496,NA,0.46202,0,0.009,500,1.202083333,1.031860714,2000,-6.821565227,-12.25247968,5.430914457,0.014575864
+"US_SRR",2017,178,1274,18.03677083,-0.986132781,679.5175695,NA,0.461896429,0,0.009,500,1.176041667,1.03365,2000,-7.205121091,-12.65575253,5.450631438,-0.000425281
+"US_SRR",2017,179,1275,18.24777083,-0.282709484,683.589812,NA,0.461772857,0,0.009,500,1.130208333,1.035439286,2000,-5.52822264,-11.13248884,5.604266199,0.010681278
+"US_SRR",2017,180,1276,18.00460417,-2.481458379,675.5880711,NA,0.461649286,0,0.009,500,1.132291667,1.037228571,2000,-4.648881022,-10.22597037,5.577089345,0.01037052
+"US_SRR",2017,181,1277,18.1581875,-5.776313168,679.1199469,NA,0.461525714,0,0.009,500,1.183333333,1.039017857,2000,-3.681081684,-9.275345698,5.594264014,0.007197279
+"US_SRR",2017,182,1278,18.59860417,-7.365540025,683.2330726,NA,0.461402143,0,0.009,500,1.205208333,1.040807143,2000,-3.5661064,-9.169695366,5.603588966,0.009944347
+"US_SRR",2017,183,1279,17.62135417,-11.18762023,693.9043608,NA,0.461278571,0,0.009,500,1.21875,1.042596429,2000,-3.390986241,-8.792118298,5.401132057,0.010205778
+"US_SRR",2017,184,1280,18.68122917,-15.35626854,679.6648915,NA,0.461155,0,0.009,500,1.234375,1.044385714,2000,-2.975209595,-8.580537328,5.605327733,0.006003719
+"US_SRR",2017,185,1281,18.85154167,-20.12754705,678.3128786,NA,0.461031429,0,0.009,500,1.271875,1.046175,2000,-3.096838016,-8.718617717,5.6217797,0.009454513
+"US_SRR",2017,186,1282,18.9565,-25.51574619,648.3654431,NA,0.460907857,0,0.009,500,1.275,1.047964286,2000,-3.940565656,-9.595197091,5.654631435,-0.005191765
+"US_SRR",2017,187,1283,23.21377083,-30.60962342,684.820191,NA,0.460784286,0,0.009,500,1.280208333,1.049753571,2000,-2.501329705,-8.822090885,6.32076118,0.013634167
+"US_SRR",2017,188,1284,26.94958333,-35.65312944,685.6649946,NA,0.460660714,0,0.009,500,1.269791667,1.051542857,2000,-0.627828168,-7.612749251,6.984921083,0.003609644
+"US_SRR",2017,189,1285,25.72870833,-38.91246087,669.1354285,NA,0.460537143,0,0.009,500,1.255208333,1.053332143,2000,-3.475979556,-10.56207081,7.086091257,0.005207574
+"US_SRR",2017,190,1286,21.4043125,-35.05480663,658.5601281,NA,0.460413571,0,0.009,500,1.322916667,1.055121429,2000,-6.273252868,-12.5717411,6.298488235,0.011086273
+"US_SRR",2017,191,1287,20.70739583,-5.051859638,673.8546764,NA,0.46029,0,0.009,500,1.36875,1.056910714,2000,-6.335400002,-12.44535198,6.109951978,0.007380739
+"US_SRR",2017,192,1288,19.02739583,0.260174586,674.7377559,NA,0.461375,0,0.009,500,1.391666667,1.0587,2000,-7.030225383,-12.849355,5.819129617,0.011039449
+"US_SRR",2017,193,1289,19.48995833,2.192168907,674.8734216,NA,0.46246,0,0.009,500,1.403125,1.051007143,2000,-6.075536606,-11.89987708,5.824340475,0.008779816
+"US_SRR",2017,194,1290,19.1926875,2.341812953,671.3887329,NA,0.463545,0,0.009,500,1.382291667,1.043314286,2000,-5.850051094,-11.65289742,5.802846321,0.010491036
+"US_SRR",2017,195,1291,20.14122917,1.842610958,671.3437804,NA,0.46463,0,0.009,500,1.389583333,1.035621429,2000,-3.709014626,-9.727346934,6.018332307,0.00941922
+"US_SRR",2017,196,1292,24.19014583,1.146079497,664.3768572,NA,0.465715,0,0.009,500,1.382291667,1.027928571,2000,-1.417093657,-8.161978506,6.744884849,0.005194534
+"US_SRR",2017,197,1293,27.54516667,-0.607335206,677.5797405,NA,0.4668,0,0.009,500,1.401041667,1.020235714,2000,0.561439565,-6.847498793,7.408938358,0.008103023
+"US_SRR",2017,198,1294,23.737125,-5.073447299,654.5567259,NA,0.467885,0,0.009,500,1.410416667,1.012542857,2000,-1.278571844,-8.007995618,6.729423774,0.014362402
+"US_SRR",2017,199,1295,18.67329167,-9.546501903,642.6263465,NA,0.46897,0,0.009,500,1.454166667,1.00485,2000,-3.859917396,-9.742282072,5.882364676,0.007167659
+"US_SRR",2017,200,1296,20.3063125,-13.81102781,651.2984887,NA,0.470055,0,0.009,500,1.49375,0.997157143,2000,-4.08507997,-10.06105386,5.975973892,0.007905966
+"US_SRR",2017,201,1297,20.50670833,-17.49760236,653.5381042,NA,0.47114,0,0.009,500,1.604166667,0.989464286,2000,-6.253236616,-12.15122129,5.897984671,0.007225783
+"US_SRR",2017,202,1298,21.08845833,-18.00334147,654.7253283,NA,0.472225,0,0.009,500,1.741666667,0.981771429,2000,-5.5844445,-11.45905349,5.874608986,0.007779938
+"US_SRR",2017,203,1299,23.77920833,-10.17294948,661.4082309,NA,0.47331,0,0.009,500,1.880208333,0.974078571,2000,-3.934076212,-10.15957288,6.225496665,0.003471904
+"US_SRR",2017,204,1300,23.1135,-11.2849674,643.6289857,NA,0.474395,0,0.009,500,2.066666667,0.966385714,2000,-5.086873899,-11.4025373,6.315663396,0.006291013
+"US_SRR",2017,205,1301,17.7800625,-9.231859208,653.5203876,NA,0.47548,0,0.009,500,2.191666667,0.958692857,2000,-6.536791091,-11.91211239,5.375321297,0.00768627
+"US_SRR",2017,206,1302,19.45314583,-7.914707827,645.4576822,NA,0.475537857,0,0.009,500,2.245833333,0.951,2000,-6.347124427,-11.83764389,5.49051946,0.00653607
+"US_SRR",2017,207,1303,20.553125,-6.775173235,644.356805,NA,0.475595714,0,0.009,500,2.180208333,0.943307143,2000,-5.300903868,-11.01204549,5.711141618,0.005018082
+"US_SRR",2017,208,1304,22.85464583,-5.379931277,647.2269638,NA,0.475653571,0,0.009,500,2.113541667,0.935614286,2000,-3.518708405,-9.733490277,6.214781872,0.00549774
+"US_SRR",2017,209,1305,20.7785625,-2.724750307,644.545986,NA,0.475711429,0,0.009,500,2.166666667,0.927921429,2000,-3.537902739,-9.6654583,6.127555561,0.006981267
+"US_SRR",2017,210,1306,18.70479167,-5.977037876,638.5910618,NA,0.475769286,0,0.009,500,2.204166667,0.920228571,2000,-3.34534393,-9.105389853,5.760045923,0.007902945
+"US_SRR",2017,211,1307,19.57560417,-10.7652926,654.3965083,NA,0.475827143,0,0.009,500,2.285416667,0.912535714,2000,-2.315695984,-8.100781707,5.785085723,0.010113347
+"US_SRR",2017,212,1308,20.6495625,-15.71479601,644.4558429,NA,0.475885,0,0.009,500,2.36875,0.904842857,2000,-2.04083516,-7.882957059,5.8421219,0.006997638
+"US_SRR",2017,213,1309,23.1705625,-21.13421111,636.1980727,NA,0.475942857,0,0.009,500,2.49375,0.89715,2000,-1.23149584,-7.388643496,6.157147657,0.005341248
+"US_SRR",2017,214,1310,24.79191667,-26.56132885,632.6646748,NA,0.476000714,0,0.009,500,2.495833333,0.889457143,2000,-1.027390416,-7.638340348,6.610949932,0.005848856
+"US_SRR",2017,215,1311,24.64939583,-31.6635675,518.5689637,NA,0.476058571,0,0.009,500,2.521875,0.881764286,2000,-1.055101818,-7.7064475,6.651345682,0.004474126
+"US_SRR",2017,216,1312,22.81729167,-36.74158336,324.2771308,NA,0.476116429,0,0.009,500,2.66875,0.874071429,2000,1.166329024,-4.998555511,6.164884535,0.003243758
+"US_SRR",2017,217,1313,20.09970833,-39.4586895,638.114815,NA,0.476174286,0,0.009,500,2.794791667,0.866378571,2000,-6.216230358,-11.974284,5.758053643,0.009126097
+"US_SRR",2017,218,1314,18.53266667,-37.18605608,637.9955361,NA,0.476232143,0,0.009,500,2.955208333,0.858685714,2000,-6.196792559,-11.65434067,5.457548113,0.008258261
+"US_SRR",2017,219,1315,19.0895,-11.7987132,624.430656,NA,0.47629,0,0.009,500,3.045833333,0.850992857,2000,-6.054230067,-11.49326277,5.439032699,0.008230913
+"US_SRR",2017,220,1316,18.98445833,0.066341713,626.8506583,NA,0.477083571,0,0.009,500,3.132291667,0.8433,2000,-5.684193227,-11.11242287,5.428229641,0.007210564
+"US_SRR",2017,221,1317,18.56891667,0.951993247,622.689243,NA,0.477877143,0,0.009,500,3.104166667,0.838432653,2000,-5.696426259,-11.10868762,5.412261357,0.008197507
+"US_SRR",2017,222,1318,19.20610417,2.004974494,615.0167335,NA,0.478670714,0,0.009,500,3.014583333,0.833565306,2000,-4.690776035,-10.24011035,5.549334313,0.006766786
+"US_SRR",2017,223,1319,20.303125,2.086713689,608.2667679,NA,0.479464286,0,0.009,500,2.977083333,0.828697959,2000,-3.525808355,-9.255375655,5.7295673,0.007781189
+"US_SRR",2017,224,1320,19.614375,1.757071117,600.6960405,NA,0.480257857,0,0.009,500,3.038541667,0.823830612,2000,-2.868153285,-8.528048203,5.659894918,0.009188266
+"US_SRR",2017,225,1321,19.06033333,0.834274616,609.7129526,NA,0.481051429,0,0.009,500,3.138541667,0.818963265,2000,-2.499979936,-7.9868861,5.486906164,0.006639681
+"US_SRR",2017,226,1322,17.48016667,-1.283748588,592.4864439,NA,0.481845,0,0.009,500,3.266666667,0.814095918,2000,-3.372543125,-8.648586117,5.276042993,0.007948585
+"US_SRR",2017,227,1323,17.11175,-5.35626593,608.7510369,NA,0.482638571,0,0.009,500,3.447916667,0.809228571,2000,-3.620951028,-8.819567782,5.198616754,0.006420096
+"US_SRR",2017,228,1324,18.50997917,-9.290997238,596.7830407,NA,0.483432143,0,0.009,500,3.588541667,0.804361224,2000,-6.016708032,-11.27227643,5.255568394,0.006189285
+"US_SRR",2017,229,1325,19.92845833,-13.70922121,602.2055361,NA,0.484225714,0,0.009,500,3.666666667,0.799493878,2000,-5.566091538,-10.82610085,5.260009309,0.006828885
+"US_SRR",2017,230,1326,19.09325,-18.7916965,597.0633774,NA,0.485019286,0,0.009,500,3.786458333,0.794626531,2000,-5.439091738,-10.55908943,5.119997693,0.008368492
+"US_SRR",2017,231,1327,18.39195833,-22.94098686,595.0962828,NA,0.485812857,0,0.009,500,3.885416667,0.789759184,2000,-5.337558702,-10.34152401,5.003965311,0.005981075
+"US_SRR",2017,232,1328,18.92485417,-24.15947351,556.8812454,NA,0.486606429,0,0.009,500,4.0125,0.784891837,2000,-5.650024279,-10.5837554,4.933731121,0.005334959
+"US_SRR",2017,233,1329,18.6380625,-18.34347382,537.2986891,NA,0.4874,0,0.009,500,4.059375,0.78002449,2000,-5.24089525,-10.08945428,4.848559035,0.00547473
+"US_SRR",2017,234,1330,20.37525,-22.12146654,582.0171673,NA,0.487161429,0,0.009,500,4.029166667,0.775157143,2000,-4.37077304,-9.421556976,5.050783937,0.005835818
+"US_SRR",2017,235,1331,19.36854167,-19.47474834,583.627524,NA,0.486922857,0,0.009,500,3.994791667,0.770289796,2000,-4.861722348,-9.944278915,5.082556567,0.006585999
+"US_SRR",2017,236,1332,18.70439583,-9.656872621,555.5874478,NA,0.486684286,0,0.009,500,3.884375,0.765422449,2000,-5.029096404,-10.06579897,5.036702563,0.008161025
+"US_SRR",2017,237,1333,20.8519375,-11.04400654,558.9508462,NA,0.486445714,0,0.009,500,3.891666667,0.760555102,2000,-2.399954346,-7.635228636,5.23527429,0.005758643
+"US_SRR",2017,238,1334,25.1723125,-18.78936544,591.772636,NA,0.486207143,0,0.009,500,3.878125,0.755687755,2000,0.465115085,-5.319046316,5.784161401,0.003216778
+"US_SRR",2017,239,1335,27.32802083,-23.62414006,584.8342084,NA,0.485968571,0,0.009,500,3.922916667,0.750820408,2000,1.70517712,-4.518844628,6.224021747,0.002898497
+"US_SRR",2017,240,1336,26.13122917,-27.56160783,573.146946,NA,0.48573,0,0.009,500,4.005208333,0.745953061,2000,2.038555971,-4.227496119,6.266052091,0.005006212
+"US_SRR",2017,241,1337,20.4565,-32.50193901,565.0412445,NA,0.485491429,0,0.009,500,4.065625,0.741085714,2000,-0.229731992,-5.955021919,5.725289927,0.008961409
+"US_SRR",2017,242,1338,20.15127083,-36.89203821,541.7476933,NA,0.463884286,0,0.009,500,4.025,0.736218367,2000,-0.133387832,-5.585884076,5.452496243,0.007142748
+"US_SRR",2017,243,1339,24.64275,-40.94681921,519.7327786,NA,0.463511429,0,0.009,500,4.148958333,0.73135102,2000,0.953382552,-4.716763214,5.670145766,0.002673146
+"US_SRR",2017,244,1340,27.9203125,-43.97299377,529.2021112,NA,0.463138571,0,0.009,500,4.152083333,0.726483673,2000,1.944125479,-4.162198249,6.106323728,0.001908242
+"US_SRR",2017,245,1341,30.08375,-44.8572264,528.5152016,NA,0.462765714,0,0.009,500,4.125,0.721616327,2000,2.420780155,-4.050211854,6.470992009,0.001494427
+"US_SRR",2017,246,1342,28.55860417,-36.34717781,535.2057106,NA,0.462392857,0,0.009,500,4.060416667,0.71674898,2000,0.916642245,-5.668323451,6.584965696,0.002258533
+"US_SRR",2017,247,1343,23.69139583,-7.712209484,351.458779,NA,0.46202,0,0.009,500,4.054166667,0.711881633,2000,1.253040469,-4.713759802,5.966800271,0.002715191
+"US_SRR",2017,248,1344,24.2215625,-1.380335635,544.8749855,NA,0.461896429,0,0.009,500,4.09375,0.707014286,2000,-2.241865412,-8.122393487,5.880528075,0.00430517
+"US_SRR",2017,249,1345,21.79402083,-0.121663505,530.7239517,NA,0.461772857,0,0.009,500,4.069791667,0.702146939,2000,-3.256239186,-8.979336131,5.723096946,0.005687756
+"US_SRR",2017,250,1346,19.71470833,-0.197372345,284.6775257,NA,0.461649286,0,0.009,500,4.085416667,0.697279592,2000,-1.061508301,-6.296348744,5.234840443,0.003479873
+"US_SRR",2017,251,1347,20.45122917,0.112202824,531.4060607,NA,0.461525714,0,0.009,500,4.0875,0.692412245,2000,-2.511708621,-7.751188673,5.239480052,0.004681787
+"US_SRR",2017,252,1348,21.71554167,-0.356695365,524.6684425,NA,0.461402143,0,0.009,500,4.077083333,0.687544898,2000,-1.523717781,-6.848538754,5.324820973,0.004238086
+"US_SRR",2017,253,1349,25.8819375,-3.346687784,536.8636403,NA,0.461278571,0,0.009,500,4.096875,0.682677551,2000,0.789164593,-4.978761196,5.767925789,0.002776336
+"US_SRR",2017,254,1350,25.42133333,-7.316537047,515.0651243,NA,0.461155,0,0.009,500,4.175,0.677810204,2000,-0.125631916,-5.950121654,5.824489738,0.003265874
+"US_SRR",2017,255,1351,23.00110417,-10.86471746,458.5319152,NA,0.461031429,0,0.009,500,4.289583333,0.672942857,2000,-2.41816819,-7.8827877,5.46461951,0.00677664
+"US_SRR",2017,256,1352,19.05939583,-13.99700602,424.7596581,NA,0.460907857,0,0.009,500,4.4375,0.66807551,2000,-3.449877938,-8.322574647,4.872696709,0.008353761
+"US_SRR",2017,257,1353,18.34691667,-17.20915878,480.9755758,NA,0.460784286,0,0.009,500,4.5375,0.663208163,2000,-3.193352505,-7.753860485,4.56050798,0.006920654
+"US_SRR",2017,258,1354,18.37647917,-20.56497591,484.4689128,NA,0.460660714,0,0.009,500,4.563541667,0.658340816,2000,-3.216870686,-7.707704926,4.49083424,0.005022128
+"US_SRR",2017,259,1355,18.77483333,-24.28008063,477.9337659,NA,0.460537143,0,0.009,500,4.503125,0.653473469,2000,-3.551435283,-8.01402201,4.462586727,0.003271992
+"US_SRR",2017,260,1356,18.577625,-27.99655359,475.9266516,NA,0.460413571,0,0.009,500,4.502083333,0.648606122,2000,-3.317333104,-7.734609401,4.417276297,0.006700945
+"US_SRR",2017,261,1357,18.96072917,-31.36311387,453.5436249,NA,0.46029,0,0.009,500,4.523958333,0.643738776,2000,-3.493404338,-7.885856842,4.392452504,0.00953269
+"US_SRR",2017,262,1358,17.864375,-34.88975731,468.9333905,NA,0.461375,0,0.009,500,4.502083333,0.638871429,2000,-1.718694149,-5.957883701,4.239189552,0.004998846
+"US_SRR",2017,263,1359,17.99716667,-35.32237201,452.3795766,NA,0.46246,0,0.009,500,4.416666667,0.634004082,2000,-3.353020012,-7.593250884,4.240230872,0.007581028
+"US_SRR",2017,264,1360,15.36304167,-17.49760236,439.2443593,NA,0.463545,0,0.009,500,4.397916667,0.629136735,2000,-1.878966308,-5.965625624,4.086659316,0.005393159
+"US_SRR",2017,265,1361,15.51920417,-18.00334147,452.0445829,NA,0.46463,0,0.009,500,4.382291667,0.624269388,2000,-0.769011732,-4.86555254,4.096540808,0.004381041
+"US_SRR",2017,266,1362,18.07287708,-10.17294948,481.5086511,NA,0.465715,0,0.009,500,4.33125,0.619402041,2000,-0.201257739,-4.381135618,4.179877879,0.004248977
+"US_SRR",2017,267,1363,19.01264583,-11.2849674,471.9189771,NA,0.4668,0,0.009,500,4.310416667,0.614534694,2000,0.122176382,-4.075534821,4.197711203,0.00382847
+"US_SRR",2017,268,1364,20.4788125,-9.231859208,464.2659814,NA,0.467885,0,0.009,500,4.284375,0.609667347,2000,0.204116969,-4.043842607,4.247959576,0.003901168
+"US_SRR",2017,269,1365,23.22604167,-7.914707827,479.7887581,NA,0.46897,0,0.009,500,4.419791667,0.6048,2000,0.85574814,-3.490684811,4.346432951,0.002708395
+"US_SRR",2017,270,1366,22.228,-6.775173235,463.3272023,NA,0.470055,0,0.009,500,4.51875,0.596842857,2000,0.851738246,-3.482281378,4.334019625,0.003110077
+"US_SRR",2017,271,1367,21.5119375,-5.379931277,436.6517386,NA,0.47114,0,0.009,500,4.490625,0.588885714,2000,0.914080543,-3.400960883,4.315041426,0.002371641
+"US_SRR",2017,272,1368,18.0508125,-2.724750307,398.4329604,NA,0.472225,0,0.009,500,4.460416667,0.580928571,2000,-0.594838122,-4.746404845,4.151566723,0.005188472
+"US_SRR",2017,273,1369,19.23347917,-5.977037876,428.7376388,NA,0.47331,0,0.009,500,4.465625,0.572971429,2000,0.30025944,-3.847600088,4.147859528,0.004138079
+"US_SRR",2017,274,1370,19.90422917,-10.7652926,424.3620064,NA,0.474395,0,0.009,500,4.452083333,0.565014286,2000,0.28331704,-3.890999061,4.174316101,0.003766613
+"US_SRR",2017,275,1371,19.24866667,-15.71479601,388.303228,NA,0.47548,0,0.009,500,4.428125,0.557057143,2000,0.096923407,-3.982347516,4.079270923,0.004531025
+"US_SRR",2017,276,1372,16.617225,-21.13421111,405.0108696,NA,0.475537857,0,0.009,500,4.4,0.5491,2000,0.179818015,-3.849570869,4.029388885,0.003931439
+"US_SRR",2017,277,1373,17.39002083,-26.56132885,397.1300014,NA,0.475595714,0,0.009,500,4.363541667,0.541142857,2000,0.253848858,-3.746179095,4.000027953,0.00403176
+"US_SRR",2017,278,1374,17.56531667,-31.6635675,415.6614988,NA,0.475653571,0,0.009,500,4.3125,0.533185714,2000,0.160730171,-3.827671725,3.988401896,0.00370136
+"US_SRR",2017,279,1375,19.55539583,-36.74158336,434.1247549,NA,0.475711429,0,0.009,500,4.3125,0.525228571,2000,0.434378445,-3.570801187,4.005179632,0.00389686
+"US_SRR",2017,280,1376,19.17208333,-39.4586895,405.0440067,NA,0.475769286,0,0.009,500,4.360416667,0.517271429,2000,0.645993481,-3.366666382,4.012659863,0.003722142
+"US_SRR",2017,281,1377,20.594125,-37.18605608,361.4833822,NA,0.475827143,0,0.009,500,4.428125,0.509314286,2000,0.509502653,-3.482964961,3.992467613,0.003836099
+"US_SRR",2017,282,1378,21.0294375,-11.7987132,322.9409819,NA,0.475885,0,0.009,500,4.45625,0.501357143,2000,0.298409533,-3.662261148,3.960670681,0.004552325
+"US_SRR",2017,283,1379,16.75648333,0.066341713,318.5338337,NA,0.475942857,0,0.009,500,4.569791667,0.4934,2000,0.321855939,-3.518979572,3.840835511,0.002584245
+"US_SRR",2017,284,1380,14.84795833,0.951993247,252.3686013,NA,0.476000714,0,0.009,500,4.59375,0.485442857,2000,-0.548665435,-4.311696628,3.763031193,0.0000385
+"US_SRR",2017,285,1381,14.83593125,2.004974494,352.1696008,NA,0.476058571,0,0.009,500,4.625,0.477485714,2000,-0.57827364,-4.334117071,3.75584343,0.002266179
+"US_SRR",2017,286,1382,15.55171875,2.086713689,371.45018,NA,0.476116429,0,0.009,500,4.666666667,0.469528571,2000,-0.113428949,-3.88449137,3.771062421,0.003425809
+"US_SRR",2017,287,1383,17.24164583,1.757071117,383.0407228,NA,0.476174286,0,0.009,500,4.680208333,0.461571429,2000,0.176502278,-3.63344753,3.809949808,0.004358063
+"US_SRR",2017,288,1384,17.62093333,0.834274616,365.3893525,NA,0.476232143,0,0.009,500,4.738541667,0.453614286,2000,0.405547979,-3.385454236,3.791002215,0.00413983
+"US_SRR",2017,289,1385,16.16405208,-1.283748588,326.135782,NA,0.47629,0,0.009,500,4.79375,0.445657143,2000,0.536009625,-3.238834917,3.774844542,0.003377282
+"US_SRR",2017,290,1386,16.62134375,-5.35626593,305.2440517,NA,0.477083571,0,0.009,500,4.86875,0.4377,2000,0.659738785,-3.103050212,3.762788997,0.003598701
+"US_SRR",2017,291,1387,15.0966375,-9.290997238,317.3262832,NA,0.477877143,0,0.009,500,4.941666667,0.429742857,2000,0.50203122,-3.22408941,3.726120631,0.000678056
+"US_SRR",2017,292,1388,14.88227083,-13.70922121,356.201698,NA,0.478670714,0,0.009,500,4.98125,0.421785714,2000,-0.793464607,-4.488279912,3.694815306,-0.000665931
+"US_SRR",2017,293,1389,12.8625625,-18.7916965,299.5789072,NA,0.479464286,0,0.009,500,4.995833333,0.413828571,2000,0.860306515,-2.734322663,3.594629178,0.001620505
+"US_SRR",2017,294,1390,13.74918958,-22.94098686,392.8907645,NA,0.480257857,0,0.009,500,5.009375,0.405871429,2000,0.476904372,-3.108037639,3.584942011,0.004863835
+"US_SRR",2017,295,1391,15.302825,-24.15947351,428.407047,NA,0.481051429,0,0.009,500,5.015625,0.397914286,2000,0.37931707,-3.286966624,3.666283694,0.003994759
+"US_SRR",2017,296,1392,19.34808333,-18.34347382,422.5545965,NA,0.481845,0,0.009,500,5.044791667,0.389957143,2000,0.932020619,-2.853087437,3.785108056,0.003392996
+"US_SRR",2017,297,1393,20.8835,-22.12146654,378.3867143,NA,0.482638571,0,0.009,500,5.142708333,0.382,2000,1.295512309,-2.529998404,3.825510713,0.003052448
+"US_SRR",2017,298,1394,20.28241667,-19.47474834,387.6940866,NA,0.483432143,0,0.009,500,5.197916667,0.390375,2000,1.285712113,-2.492921366,3.778633479,0.003054382
+"US_SRR",2017,299,1395,19.82183333,-9.656872621,395.3611552,NA,0.484225714,0,0.009,500,5.234375,0.39875,2000,1.30334197,-2.451346138,3.754688109,0.003157879
+"US_SRR",2017,300,1396,19.2959375,-11.04400654,390.1466412,NA,0.485019286,0,0.009,500,5.238541667,0.407125,2000,1.230991451,-2.500132301,3.731123753,0.003420187
+"US_SRR",2017,301,1397,17.99822917,-18.78936544,352.6316816,NA,0.485812857,0,0.009,500,5.26875,0.4155,2000,1.287370611,-2.379760995,3.667131606,0.003740907
+"US_SRR",2017,302,1398,14.6358125,-23.62414006,309.7021431,NA,0.486606429,0,0.009,500,5.292708333,0.423875,2000,0.478889473,-3.084174535,3.563064008,0.010802835
+"US_SRR",2017,303,1399,13.61927083,-27.56160783,346.6120123,NA,0.4874,0,0.009,500,5.280208333,0.43225,2000,0.040162778,-3.477645783,3.517808561,0.012445119
+"US_SRR",2017,304,1400,13.12902292,-32.50193901,341.7186383,NA,0.487161429,0,0.009,500,5.292708333,0.440625,2000,0.813813301,-2.664232301,3.478045602,0.001426438
+"US_SRR",2017,305,1401,14.14441042,-36.89203821,322.8668533,NA,0.486922857,0,0.009,500,5.296875,0.449,2000,1.866903671,-1.604219024,3.471122695,0.003245308
+"US_SRR",2017,306,1402,14.37308333,-40.94681921,327.9991407,NA,0.486684286,0,0.009,500,5.320833333,0.457375,2000,1.978618015,-1.444934668,3.423552683,0.004122145
+"US_SRR",2017,307,1403,14.63964583,-43.97299377,244.9928498,NA,0.486445714,0,0.009,500,5.410416667,0.46575,2000,1.836291934,-1.586140598,3.422432532,0.002840666
+"US_SRR",2017,308,1404,12.82394167,-44.8572264,225.3460554,NA,0.486207143,0,0.009,500,5.536458333,0.474125,2000,1.63692074,-1.621157499,3.258078238,0.002454121
+"US_SRR",2017,309,1405,10.36614792,-36.34717781,311.8200798,NA,0.485968571,0,0.009,500,5.625,0.4825,2000,0.162602372,-2.78114339,2.943745762,0.002544148
+"US_SRR",2017,310,1406,11.81197292,-7.712209484,292.2247438,NA,0.48573,0,0.009,500,5.7125,0.490875,2000,0.882457896,-2.169119212,3.051577108,0.002777932
+"US_SRR",2017,311,1407,10.26367917,-1.380335635,333.0506371,NA,0.485491429,0,0.009,500,5.70625,0.49925,2000,0.668778463,-2.234748889,2.903527352,0.002728168
+"US_SRR",2017,312,1408,11.808625,-0.121663505,197.0287961,NA,0.485014286,0,0.009,500,5.792708333,0.507625,2000,1.794828407,-1.211083952,3.005912359,0.001731343
+"US_SRR",2017,313,1409,15.6493125,-0.197372345,297.2025841,NA,0.484775714,0,0.009,500,5.730208333,0.516,2000,1.239056557,-2.076706387,3.315762944,0.00340282
+"US_SRR",2017,314,1410,14.0584375,0.112202824,239.3338459,NA,0.484537143,0,0.009,500,5.745833333,0.524375,2000,1.771970695,-1.472082481,3.244053177,0.003010336
+"US_SRR",2017,315,1411,12.45863333,-0.356695365,333.1456561,NA,0.484298571,0,0.009,500,5.6875,0.53275,2000,1.194856902,-1.91522783,3.110084731,0.00298077
+"US_SRR",2017,316,1412,12.5133875,-3.346687784,329.4671667,NA,0.48406,0,0.009,500,5.671875,0.541125,2000,0.760419922,-2.327168875,3.087588798,0.002994885
+"US_SRR",2017,317,1413,14.46267292,-7.316537047,287.8635108,NA,0.483881429,0,0.009,500,5.647916667,0.5495,2000,1.421871236,-1.807884811,3.229756047,0.00274329
+"US_SRR",2017,318,1414,13.07304167,-10.86471746,327.3988017,NA,0.483702857,0,0.009,500,5.625,0.557875,2000,1.302754418,-1.826696251,3.129450668,0.003087457
+"US_SRR",2017,319,1415,12.33458333,-13.99700602,225.1597954,NA,0.483524286,0,0.009,500,5.632291667,0.56625,2000,1.965098365,-1.085308465,3.05040683,0.002050924
+"US_SRR",2017,320,1416,13.20639583,-17.20915878,194.0277544,NA,0.483345714,0,0.009,500,5.379166667,0.574625,2000,2.34727093,-0.704798849,3.052069779,0.002049208
+"US_SRR",2017,321,1417,11.21674583,-20.56497591,318.3366588,NA,0.483167143,0,0.009,500,5.238541667,0.583,2000,1.032062498,-1.791286158,2.823348656,0.002081275
+"US_SRR",2017,322,1418,10.06425625,-24.28008063,304.7767823,NA,0.482988571,0,0.009,500,5.275,0.591375,2000,0.97002634,-1.665082765,2.635109104,0.00241718
+"US_SRR",2017,323,1419,9.71335,-27.99655359,320.5843123,NA,0.48281,0,0.009,500,5.329166667,0.59975,2000,1.026948573,-1.533299863,2.560248436,0.002251126
+"US_SRR",2017,324,1420,13.00925,-31.36311387,184.847966,NA,0.482631429,0,0.009,500,5.408333333,0.608125,2000,1.944567481,-0.92062455,2.865192031,0.002081586
+"US_SRR",2017,325,1421,13.38329167,-34.88975731,276.311878,NA,0.482452857,0,0.009,500,5.50625,0.6165,2000,1.355978179,-1.534303114,2.890281293,0.002890325
+"US_SRR",2017,326,1422,13.44169375,-35.32237201,278.6244728,NA,0.482274286,0,0.009,500,5.539583333,0.63195,2000,1.599879242,-1.287171205,2.887050447,0.002512404
+"US_SRR",2017,327,1423,14.98425,1.757071117,184.3790988,NA,0.482095714,0,0.009,500,5.527083333,0.6474,2000,2.200371779,-0.864165225,3.064537004,0.002286628
+"US_SRR",2017,328,1424,16.78502083,0.834274616,294.7162613,NA,0.481917143,0,0.009,500,5.509375,0.66285,2000,1.561079462,-1.643241689,3.204321152,0.003789732
+"US_SRR",2017,329,1425,13.55733333,-1.283748588,203.4749629,NA,0.481738571,0,0.009,500,5.442708333,0.6783,2000,1.883612047,-1.111291899,2.994903946,0.00257315
+"US_SRR",2017,330,1426,14.87716667,-5.35626593,140.9936242,NA,0.48156,0,0.009,500,5.413541667,0.69375,2000,2.897854382,-0.184216319,3.0820707,0.00255767
+"US_SRR",2017,331,1427,10.73829792,-9.290997238,269.7303862,NA,0.481487857,0,0.009,500,5.201041667,0.7092,2000,1.421404942,-1.195367941,2.616772883,0.002327957
+"US_SRR",2017,332,1428,9.830135417,-13.70922121,289.3922725,NA,0.481415714,0,0.009,500,5.144791667,0.72465,2000,1.06021947,-1.43970458,2.49992405,0.001723235
+"US_SRR",2017,333,1429,10.09569375,-18.7916965,296.8538053,NA,0.481343571,0,0.009,500,5.220833333,0.7401,2000,1.067109376,-1.391011806,2.458121182,0.002086389
+"US_SRR",2017,334,1430,8.99319375,-22.94098686,295.0342087,NA,0.481271429,0,0.009,500,5.253125,0.75555,2000,1.082062642,-1.250492127,2.332554768,0.001749261
+"US_SRR",2017,335,1431,9.08118125,-24.15947351,286.4298383,NA,0.481199286,0,0.009,500,5.342708333,0.771,2000,1.071548776,-1.202814055,2.274362831,0.001684309
+"US_SRR",2017,336,1432,9.161710417,-18.34347382,258.0867079,NA,0.481127143,0,0.009,500,5.502083333,0.78645,2000,1.298612705,-0.917546935,2.21615964,0.001927232
+"US_SRR",2017,337,1433,10.14191875,-22.12146654,229.8914436,NA,0.481055,0,0.009,500,5.629166667,0.8019,2000,0.944398058,-1.259025915,2.203423973,0.001818331
+"US_SRR",2017,338,1434,11.84826667,-19.47474834,178.3053639,NA,0.480982857,0,0.009,500,5.565625,0.81735,2000,1.05668395,-1.286026899,2.342710849,0.002571863
+"US_SRR",2017,339,1435,11.49383542,-9.656872621,199.1508123,NA,0.480910714,0,0.009,500,5.686458333,0.8328,2000,0.887243698,-1.38441883,2.271662529,0.001954166
+"US_SRR",2017,340,1436,8.089570833,-11.04400654,239.3672734,NA,0.480838571,0,0.009,500,5.7625,0.84825,2000,0.851555595,-1.107664142,1.959219738,0.001517971
+"US_SRR",2017,341,1437,8.87565,-18.78936544,216.9334696,NA,0.480766429,0,0.009,500,5.772916667,0.8637,2000,0.838058657,-1.174417126,2.012475783,0.001327705
+"US_SRR",2017,342,1438,7.842877083,-23.62414006,209.6468003,NA,0.480694286,0,0.009,500,5.738541667,0.87915,2000,0.824829684,-1.103344163,1.928173847,0.00111592
+"US_SRR",2017,343,1439,7.699574375,-27.56160783,221.8555427,NA,0.480622143,0,0.009,500,5.6625,0.8946,2000,0.790709296,-1.133777387,1.924486683,0.001080895
+"US_SRR",2017,344,1440,8.360722917,-32.50193901,234.7587577,NA,0.48055,0,0.009,500,5.583333333,0.91005,2000,0.797895794,-1.144493635,1.942389429,0.001135938
+"US_SRR",2017,345,1441,8.699872917,-36.89203821,226.461044,NA,0.477471429,0,0.009,500,5.567708333,0.9255,2000,0.81129116,-1.12900721,1.940298369,0.00105327
+"US_SRR",2017,346,1442,6.9926125,-40.94681921,230.2216677,NA,0.474392857,0,0.009,500,5.552083333,0.94095,2000,0.720924686,-1.128163777,1.849088463,0.000584093
+"US_SRR",2017,347,1443,6.39702125,-43.97299377,218.4743933,NA,0.471314286,0,0.009,500,5.584375,0.9564,2000,0.735346826,-1.045013825,1.78036065,0.000355824
+"US_SRR",2017,348,1444,7.336077917,-44.8572264,222.3100362,NA,0.468235714,0,0.009,500,5.629166667,0.97185,2000,0.756475366,-1.097269671,1.853745038,0.000418829
+"US_SRR",2017,349,1445,8.47289375,-36.34717781,167.4559319,NA,0.465157143,0,0.009,500,5.632291667,0.9873,2000,1.046271368,-0.795210868,1.841482235,0.000550472
+"US_SRR",2017,350,1446,13.42458958,-7.712209484,225.121273,NA,0.462078571,0,0.009,500,5.61875,1.00275,2000,1.004763533,-1.282140193,2.286903725,0.00033861
+"US_SRR",2017,351,1447,11.88869583,-1.380335635,231.8793216,NA,0.459,0,0.009,500,5.8,1.0182,2000,0.960072573,-1.196569583,2.156642156,0.001046131
+"US_SRR",2017,352,1448,8.050304167,-0.121663505,218.6759337,NA,0.455921429,0,0.009,500,5.771875,1.03365,2000,0.841093825,-1.030325988,1.871419813,0.000583659
+"US_SRR",2017,353,1449,8.27984375,-0.197372345,160.1879069,NA,0.452842857,0,0.009,500,6.047916667,1.0491,2000,0.929238251,-0.914273439,1.84351169,0.000200779
+"US_SRR",2017,354,1450,9.108016667,0.112202824,227.7501555,NA,0.449764286,0,0.009,500,6.034375,1.06455,2000,1.092016633,-0.772880688,1.864897321,0.002411273
+"US_SRR",2017,355,1451,7.925552083,-0.356695365,231.1809928,NA,0.446685714,0,0.009,500,5.813541667,1.08,2000,0.761972292,-1.055157645,1.817129937,0.000211349
+"US_SRR",2017,356,1452,4.592753958,-3.346687784,191.4911046,NA,0.443607143,0,0.009,500,5.765625,1.0877875,2000,0.799944714,-0.803987296,1.60393201,-0.000548519
+"US_SRR",2017,357,1453,6.656595833,-7.316537047,117.9451852,NA,0.440528571,0,0.009,500,5.544791667,1.095575,2000,1.117799546,-0.551937034,1.669736581,-0.000368992
+"US_SRR",2017,358,1454,8.15320625,-10.86471746,103.3423478,NA,0.43745,0,0.009,500,5.341666667,1.1033625,2000,1.173974494,-0.564427514,1.738402008,0.00021871
+"US_SRR",2017,359,1455,7.978227083,-13.99700602,149.4252187,NA,0.435583571,0,0.009,500,5.169791667,1.11115,2000,0.964538225,-0.776024105,1.74056233,-0.0000342
+"US_SRR",2017,360,1456,7.865925417,-17.20915878,232.3372095,NA,0.433717143,0,0.009,500,4.933333333,1.1189375,2000,0.664057178,-1.116007804,1.780064982,-0.000223222
+"US_SRR",2017,361,1457,7.365670833,-20.56497591,218.9402303,NA,0.431850714,0,0.009,500,4.75625,1.126725,2000,0.820320799,-0.90301097,1.723331769,0.0000595
+"US_SRR",2017,362,1458,7.568277708,-24.28008063,218.9157231,NA,0.429984286,0,0.009,500,4.658333333,1.1345125,2000,0.841763744,-0.909605145,1.751368889,-0.0000854
+"US_SRR",2017,363,1459,7.623070833,-27.99655359,203.7955905,NA,0.428117857,0,0.009,500,4.609375,1.1423,2000,0.860267232,-0.888421511,1.748688743,-0.000196213
+"US_SRR",2017,364,1460,7.326561667,-31.36311387,197.3475388,NA,0.426251429,0,0.009,500,4.879166667,1.1500875,2000,0.886363865,-0.872453046,1.758816912,-0.000454073
+"US_SRR",2017,365,1461,8.196064583,-34.88975731,145.8045292,NA,0.424385,0,0.009,500,4.882291667,1.157875,2000,1.022943423,-0.705061311,1.728004734,-0.000265533
+"US_SRR",2018,1,1462,10.81833333,0.480358594,195.0438807,NA,0.422518571,0,0.009,500,5.086458333,1.1656625,2000,1.024652138,-0.922100952,1.94675309,0.000568519
+"US_SRR",2018,2,1463,10.11653333,0.338771915,110.1388692,NA,0.420652143,0,0.009,500,5.075,1.17345,2000,1.199517593,-0.671470045,1.870987638,0.000134254
+"US_SRR",2018,3,1464,10.26973333,0.412859147,70.12071823,NA,0.418785714,0,0.009,500,5.213541667,1.1812375,2000,1.421475555,-0.428953161,1.850428715,0.000107576
+"US_SRR",2018,4,1465,12.23686042,-0.031562891,131.9926409,NA,0.416919286,0,0.009,500,4.932291667,1.189025,2000,1.374196016,-0.73899335,2.113189367,0.000964035
+"US_SRR",2018,5,1466,12.57494792,-2.090397391,88.59048099,NA,0.415052857,0,0.009,500,4.747916667,1.1968125,2000,1.790011005,-0.387108657,2.177119662,0.00088024
+"US_SRR",2018,6,1467,10.94223125,-4.884327225,231.0045924,NA,0.413186429,0,0.009,500,4.773958333,1.2046,2000,1.512115957,-0.51750824,2.029624197,0.001318737
+"US_SRR",2018,7,1468,7.794041667,-8.066632259,75.23300347,NA,0.41132,0,0.009,500,4.778125,1.2123875,2000,1.375988337,-0.352685319,1.728673657,-0.000338855
+"US_SRR",2018,8,1469,10.11449792,-2.563197575,30.18027415,NA,0.410267857,0,0.009,500,4.65,1.220175,2000,1.694766542,-0.218945482,1.913712025,-0.000256806
+"US_SRR",2018,9,1470,12.41492083,-0.130481001,72.87776571,NA,0.409215714,0,0.009,500,4.022916667,1.2279625,2000,2.080795556,-0.094593752,2.175389308,0.000233528
+"US_SRR",2018,10,1471,10.76041875,-3.865045028,96.75079141,NA,0.408163571,0,0.009,500,3.440625,1.23575,2000,1.836406222,-0.159048757,1.995454979,0.000513162
+"US_SRR",2018,11,1472,10.94356875,-7.284256906,164.9127617,NA,0.407111429,0,0.009,500,3.222916667,1.2435375,2000,1.322707351,-0.714339609,2.03704696,0.000818834
+"US_SRR",2018,12,1473,9.071904167,-9.720064672,157.2242677,NA,0.406059286,0,0.009,500,3.096875,1.251325,2000,1.210363043,-0.625655559,1.836018602,0.000119598
+"US_SRR",2018,13,1474,8.78685625,-11.32449411,98.79046474,NA,0.405007143,0,0.009,500,3.027083333,1.2591125,2000,1.388388217,-0.415447919,1.803836136,-0.000200693
+"US_SRR",2018,14,1475,9.990864583,-12.35852281,95.43692855,NA,0.403955,0,0.009,500,2.858333333,1.2669,2000,1.464048663,-0.444298485,1.908347147,-0.0000164
+"US_SRR",2018,15,1476,8.673604167,-11.92205678,68.53347879,NA,0.402902857,0,0.009,500,2.710416667,1.2746875,2000,1.489761694,-0.270768994,1.760530687,-0.000511796
+"US_SRR",2018,16,1477,11.22642708,-10.23786449,88.3435667,NA,0.401850714,0,0.009,500,2.523958333,1.282475,2000,1.566226237,-0.484938329,2.051164567,0.000150937
+"US_SRR",2018,17,1478,10.42503125,-10.99089886,61.18274721,NA,0.400798571,0,0.009,500,2.3625,1.2902625,2000,1.637308408,-0.30963839,1.946946798,-0.000267412
+"US_SRR",2018,18,1479,10.88732292,-9.780114856,69.66598699,NA,0.399746429,0,0.009,500,2.270833333,1.29805,2000,1.669024564,-0.348441452,2.017466016,-0.000146656
+"US_SRR",2018,19,1480,9.0406375,-10.09612578,205.7423925,NA,0.398694286,0,0.009,500,2.238541667,1.3058375,2000,1.041691037,-0.81310834,1.854799377,0.000302227
+"US_SRR",2018,20,1481,8.025085417,-12.81090086,241.7239112,NA,0.397642143,0,0.009,500,2.303125,1.313625,2000,0.861975732,-0.928707482,1.790683214,-0.0000877
+"US_SRR",2018,21,1482,8.612016667,-14.54951839,177.6417202,NA,0.39659,0,0.009,500,2.257291667,1.3214125,2000,1.067155564,-0.742093696,1.80924926,-0.0000866
+"US_SRR",2018,22,1483,9.081289583,-9.267078514,83.59924074,NA,0.394058571,0,0.009,500,2.246875,1.3292,2000,1.430396567,-0.366925058,1.797321626,-0.000666499
+"US_SRR",2018,23,1484,8.098814583,-10.18227373,228.8546152,NA,0.391527143,0,0.009,500,2.265625,1.322773333,2000,0.911384733,-0.847592302,1.758977035,0.0000274
+"US_SRR",2018,24,1485,8.01606875,-10.41147793,88.01872456,NA,0.388995714,0,0.009,500,2.086458333,1.316346667,2000,1.369293544,-0.351462302,1.720755846,-0.000936739
+"US_SRR",2018,25,1486,8.597504167,-8.711221578,219.9638287,NA,0.386464286,0,0.009,500,2.048958333,1.30992,2000,0.975110974,-0.770458866,1.745569839,-0.000085
+"US_SRR",2018,26,1487,7.202791667,-10.75926225,264.781006,NA,0.383932857,0,0.009,500,2.021875,1.303493333,2000,0.772188392,-0.880469085,1.652657477,-0.000287841
+"US_SRR",2018,27,1488,9.234185417,-12.09860939,248.7360888,NA,0.381401429,0,0.009,500,1.970833333,1.297066667,2000,0.589426077,-1.240505515,1.829931593,-0.0000748
+"US_SRR",2018,28,1489,9.122022917,-12.35391136,261.0076581,NA,0.37887,0,0.009,500,1.971875,1.29064,2000,0.897729213,-0.939763839,1.837493052,0.000198606
+"US_SRR",2018,29,1490,9.8316875,-7.048667618,139.8815294,NA,0.376338571,0,0.009,500,1.91875,1.284213333,2000,1.228829984,-0.630605069,1.859435053,-0.000350967
+"US_SRR",2018,30,1491,9.679904167,-0.681878514,260.5865619,NA,0.373807143,0,0.009,500,1.953125,1.277786667,2000,0.911608044,-0.978699596,1.89030764,0.000214091
+"US_SRR",2018,31,1492,10.9229125,0.297218201,269.9428319,NA,0.371275714,0,0.009,500,1.978125,1.27136,2000,0.945313574,-1.069031027,2.014344602,0.000519261
+"US_SRR",2018,32,1493,13.32488125,-0.361205463,267.7773972,NA,0.368744286,0,0.009,500,2.005208333,1.264933333,2000,1.1228052,-1.097781012,2.220586212,0.000997599
+"US_SRR",2018,33,1494,13.8627,-2.332625138,274.0621648,NA,0.366212857,0,0.009,500,2.020833333,1.258506667,2000,1.201225778,-1.080102101,2.281327878,0.001193833
+"US_SRR",2018,34,1495,14.13595625,-5.846853131,284.7503399,NA,0.363681429,0,0.009,500,1.982291667,1.25208,2000,1.177520123,-1.164120702,2.341640824,0.001590621
+"US_SRR",2018,35,1496,14.20405,-8.691356875,258.9400894,NA,0.36115,0,0.009,500,2.020833333,1.245653333,2000,1.239842132,-1.138714848,2.37855698,0.001681679
+"US_SRR",2018,36,1497,14.58396042,-10.73483677,274.055469,NA,0.359076429,0,0.009,500,2.1,1.239226667,2000,1.236114428,-1.200279087,2.436393514,0.001707643
+"US_SRR",2018,37,1498,16.94216667,-12.36115792,303.0810583,NA,0.357002857,0,0.009,500,2.253125,1.2328,2000,1.229837629,-1.491628922,2.721466551,0.000903131
+"US_SRR",2018,38,1499,13.79696458,-13.86793613,286.9763533,NA,0.354929286,0,0.009,500,2.25625,1.281110714,2000,0.994722326,-1.397368784,2.39209111,0.001794157
+"US_SRR",2018,39,1500,14.54155208,-15.04583189,310.5300058,NA,0.352855714,0,0.009,500,2.211458333,1.329421429,2000,1.050236517,-1.452073058,2.502309575,0.001624734
+"US_SRR",2018,40,1501,15.03366667,-15.93928742,304.0064019,NA,0.350782143,0,0.009,500,2.095833333,1.377732143,2000,1.200860149,-1.381255769,2.582115918,0.001486781
+"US_SRR",2018,41,1502,15.87106458,-16.53538051,308.9350478,NA,0.348708571,0,0.009,500,2.117708333,1.426042857,2000,1.004459402,-1.671104848,2.67556425,0.002167414
+"US_SRR",2018,42,1503,10.11085833,-17.1705949,204.5930222,NA,0.346635,0,0.009,500,2.144791667,1.474353571,2000,0.98850973,-0.989802115,1.978311845,0.000431339
+"US_SRR",2018,43,1504,10.02732708,-17.49086255,330.1495024,NA,0.344561429,0,0.009,500,2.177083333,1.522664286,2000,0.653021139,-1.301155178,1.954176317,0.001035423
+"US_SRR",2018,44,1505,11.77273333,-18.49154693,340.5346058,NA,0.342487857,0,0.009,500,2.31875,1.570975,2000,0.667081792,-1.398547722,2.065629514,0.000810582
+"US_SRR",2018,45,1506,9.216027083,-18.63744101,296.6887626,NA,0.340414286,0,0.009,500,2.31875,1.619285714,2000,0.583436534,-1.285147069,1.868583602,0.00107836
+"US_SRR",2018,46,1507,10.46703542,-19.34821222,352.5222479,NA,0.338340714,0,0.009,500,2.314583333,1.667596429,2000,0.566532795,-1.441028099,2.007560894,-0.000240984
+"US_SRR",2018,47,1508,10.14952292,-20.36328837,356.943386,NA,0.336267143,0,0.009,500,2.301041667,1.715907143,2000,0.544171827,-1.434861803,1.979033629,0.000424057
+"US_SRR",2018,48,1509,12.01477917,-21.08931283,365.7816433,NA,0.334193571,0,0.009,500,2.251041667,1.764217857,2000,0.776542638,-1.402793018,2.179335655,0.001418188
+"US_SRR",2018,49,1510,10.00412917,-21.48503594,370.5284816,NA,0.33212,0,0.009,500,2.3375,1.812528571,2000,0.729922227,-1.181023172,1.910945399,0.001373895
+"US_SRR",2018,50,1511,5.73631875,-22.38604208,308.4464163,NA,0.328875714,0,0.009,500,2.220833333,1.860839286,2000,0.608535152,-0.942990806,1.551525958,-0.000183541
+"US_SRR",2018,51,1512,5.414326667,-23.5257287,313.7125176,NA,0.325631429,0,0.009,500,2.070833333,1.90915,2000,0.504923064,-1.013840493,1.518763557,-0.000624378
+"US_SRR",2018,52,1513,6.682320625,-24.35462394,375.6045367,NA,0.322387143,0,0.009,500,1.94375,1.957460714,2000,0.479838112,-1.116417399,1.596255511,-0.00028952
+"US_SRR",2018,53,1514,6.77746875,-24.82575184,369.7891813,NA,0.319142857,0,0.009,500,2.115625,2.005771429,2000,0.431746997,-1.151371165,1.583118162,0.001586084
+"US_SRR",2018,54,1515,6.15843125,-25.76395362,390.3795735,NA,0.315898571,0,0.009,500,2.008333333,2.054082143,2000,0.41073849,-1.162134286,1.572872776,-0.000310764
+"US_SRR",2018,55,1516,7.36405625,-26.38928634,355.3007307,NA,0.312654286,0,0.009,500,1.810416667,2.102392857,2000,0.494712305,-1.171970024,1.666682329,0.001016517
+"US_SRR",2018,56,1517,8.826079167,-26.68153057,400.0720856,NA,0.30941,0,0.009,500,1.894791667,2.150703571,2000,0.634165502,-1.166976119,1.801141622,0.001920771
+"US_SRR",2018,57,1518,8.8970875,-16.2666496,272.4005882,NA,0.306165714,0,0.009,500,1.854166667,2.199014286,2000,0.87426919,-0.877348191,1.751617381,0.000508226
+"US_SRR",2018,58,1519,8.671875,-8.346765101,405.3516369,NA,0.302921429,0,0.009,500,1.808333333,2.247325,2000,0.458191278,-1.292250407,1.750441686,0.000174679
+"US_SRR",2018,59,1520,7.980208333,-6.557725691,270.4765972,NA,0.299677143,0,0.009,500,1.761458333,2.295635714,2000,0.702420293,-1.033734279,1.736154571,0.00032412
+"US_SRR",2018,60,1521,10.475,-0.136460681,241.3000625,NA,0.296432857,0,0.009,500,1.723958333,2.343946429,2000,0.797492917,-1.071971696,1.869464614,0.001635655
+"US_SRR",2018,61,1522,6.99454375,-0.531068938,188.1296999,NA,0.293188571,0,0.009,500,1.822916667,2.392257143,2000,0.949794749,-0.620720566,1.570515315,-0.000317135
+"US_SRR",2018,62,1523,5.502837708,-2.199501228,234.5556819,NA,0.289944286,0,0.009,500,1.742708333,2.440567857,2000,0.694377081,-0.793455958,1.487833039,-0.000950923
+"US_SRR",2018,63,1524,6.30851,-5.265506538,343.8919892,NA,0.2867,0,0.009,500,1.754166667,2.488878571,2000,0.357415435,-1.208657015,1.56607245,0.0000212
+"US_SRR",2018,64,1525,7.600174375,-8.07078763,424.4982973,NA,0.2867,0,0.009,500,1.741666667,2.537189286,2000,0.199965643,-1.510112108,1.71007775,0.00085995
+"US_SRR",2018,65,1526,9.389339583,-10.21125998,394.5651092,NA,0.2867,0,0.009,500,1.61875,2.5855,2000,0.326035842,-1.558901977,1.884937819,0.001820634
+"US_SRR",2018,66,1527,12.39980833,-11.83940543,343.1486421,NA,0.2867,0,0.009,500,1.522916667,2.56105,2000,0.705941169,-1.483948752,2.189889921,0.00313878
+"US_SRR",2018,67,1528,14.11385417,-12.86831593,305.8358323,NA,0.2867,0,0.009,500,1.604166667,2.5366,2000,0.602752526,-1.874131893,2.476884419,0.002983955
+"US_SRR",2018,68,1529,13.03995833,-14.10504567,341.984434,NA,0.2867,0,0.009,500,1.4875,2.51215,2000,0.697865579,-1.760001283,2.457866862,0.003302349
+"US_SRR",2018,69,1530,12.34722083,-15.15772287,155.3961991,NA,0.2867,0,0.009,500,1.496875,2.4877,2000,0.869331439,-1.51528372,2.384615159,0.001490767
+"US_SRR",2018,70,1531,12.57101458,-16.12328929,416.1964787,NA,0.2867,0,0.009,500,1.40625,2.46325,2000,0.013161816,-2.469980259,2.483142074,0.002950964
+"US_SRR",2018,71,1532,14.37745417,-16.58093757,339.2205319,NA,0.2867,0,0.009,500,1.335416667,2.4388,2000,0.316058047,-2.50664682,2.822704867,0.002887195
+"US_SRR",2018,72,1533,13.32162917,-12.03440384,177.3973116,NA,0.2867,0,0.009,500,1.444791667,2.41435,2000,1.732206191,-1.031100272,2.763306464,0.002355533
+"US_SRR",2018,73,1534,9.950077083,-8.783028422,263.5777224,NA,0.2867,0,0.009,500,1.502083333,2.3899,2000,1.205139626,-1.114030098,2.319169724,0.000988559
+"US_SRR",2018,74,1535,8.657564583,-8.593908349,171.5737207,NA,0.2867,0,0.009,500,1.541666667,2.36545,2000,0.788036609,-1.268690031,2.05672664,0.000715513
+"US_SRR",2018,75,1536,9.293295833,-4.920306661,335.4217791,NA,0.2867,0,0.009,500,1.583333333,2.341,2000,0.68375587,-1.408271778,2.092027649,0.002346601
+"US_SRR",2018,76,1537,7.430202083,-6.809784438,237.1300932,NA,0.2867,0,0.009,500,1.642708333,2.31655,2000,0.50318197,-1.407622075,1.910804045,0.000830758
+"US_SRR",2018,77,1538,7.896933333,-9.275237231,291.6482497,NA,0.2867,0,0.009,500,1.677083333,2.2921,2000,0.199739931,-1.745357336,1.945097267,0.001727348
+"US_SRR",2018,78,1539,9.745720833,-11.67775135,364.574943,NA,0.2867,0,0.009,500,1.744791667,2.26765,2000,-0.141707937,-2.304637682,2.162929745,0.002979277
+"US_SRR",2018,79,1540,10.959325,-14.63277784,91.13930282,NA,0.2867,0,0.009,500,1.758333333,2.2432,2000,1.616115477,-0.680372218,2.296487695,0.001470312
+"US_SRR",2018,80,1541,13.7481875,-21.12833278,166.8798764,NA,0.2867,0,0.009,500,1.777083333,2.21875,2000,0.859757575,-1.754525983,2.614283558,0.00272155
+"US_SRR",2018,81,1542,12.88290208,1.040168201,375.3480691,NA,0.2867,0,0.009,500,1.867708333,2.1943,2000,0.649470693,-2.032428082,2.681898775,0.002078995
+"US_SRR",2018,82,1543,9.90855,-3.682512738,467.5400123,NA,0.2867,0,0.009,500,1.847916667,2.16985,2000,0.00637855,-2.309035492,2.315414042,0.00364502
+"US_SRR",2018,83,1544,9.146391667,-10.70473567,399.0287646,NA,0.2867,0,0.009,500,1.755208333,2.1454,2000,0.469201385,-1.864149189,2.333350574,0.001843322
+"US_SRR",2018,84,1545,8.487677083,-8.285904113,370.1033983,NA,0.2867,0,0.009,500,1.70625,2.12095,2000,0.143791858,-2.101189211,2.244981069,0.002037394
+"US_SRR",2018,85,1546,12.27928542,-10.68076627,481.0642907,NA,0.2867,0,0.009,500,1.6875,2.0965,2000,-0.139822195,-2.865299329,2.725477135,0.003144467
+"US_SRR",2018,86,1547,16.46421042,-12.56836906,482.3662866,NA,0.2867,0,0.009,500,1.654166667,2.07205,2000,0.051753291,-3.245376835,3.297130126,0.004019079
+"US_SRR",2018,87,1548,17.05195417,-13.83433843,511.3243774,NA,0.2867,0,0.009,500,1.582291667,2.0476,2000,-0.377151001,-4.031921915,3.654770914,0.00321996
+"US_SRR",2018,88,1549,18.32180625,-14.606224,516.3714792,NA,0.2867,0,0.009,500,1.553125,2.02315,2000,0.319565993,-3.766545294,4.086111286,0.003156855
+"US_SRR",2018,89,1550,17.99802083,-15.15002023,416.0449411,NA,0.2867,0,0.009,500,1.546875,1.9987,2000,-0.051794104,-4.27925884,4.227464736,0.002591929
+"US_SRR",2018,90,1551,16.84595833,-15.59570915,503.3281258,NA,0.2867,0,0.009,500,1.552083333,1.97425,2000,0.922360247,-3.35484808,4.277208327,0.001604426
+"US_SRR",2018,91,1552,16.33983333,-15.22740135,560.1124819,NA,0.2867,0,0.009,500,1.565625,1.9498,2000,0.429877707,-3.872451533,4.302329239,0.002351679
+"US_SRR",2018,92,1553,15.69152083,-13.4554395,570.8235213,NA,0.2867,0,0.009,500,1.60625,1.92535,2000,0.912638384,-3.355830047,4.268468432,0.002819525
+"US_SRR",2018,93,1554,15.21676458,-15.27351584,571.1333244,NA,0.2867,0,0.009,500,1.625,1.9009,2000,0.264509942,-4.025578565,4.290088507,0.001985042
+"US_SRR",2018,94,1555,14.61491667,-17.40253557,495.6952023,NA,0.2867,0,0.009,500,1.658333333,1.879367857,2000,0.660454897,-3.601081744,4.261536641,0.002996752
+"US_SRR",2018,95,1556,13.38883333,-18.2533732,240.5161027,NA,0.2867,0,0.009,500,1.7125,1.857835714,2000,1.386716798,-2.455559387,3.842276185,0.001475051
+"US_SRR",2018,96,1557,14.47075,-5.375218478,140.4914493,NA,0.2867,0,0.009,500,1.573958333,1.836303571,2000,0.969094623,-2.909207957,3.878302581,-0.000382114
+"US_SRR",2018,97,1558,15.573,-1.604016237,461.8698177,NA,0.2867,0,0.009,500,1.55,1.814771429,2000,0.565634485,-3.548748118,4.114382603,0.002064242
+"US_SRR",2018,98,1559,13.8407875,-5.17758496,557.1529929,NA,0.2867,0,0.009,500,1.515625,1.793239286,2000,-0.723061237,-4.861520165,4.138458928,0.001918887
+"US_SRR",2018,99,1560,16.19224167,-8.359839319,533.2535401,NA,0.2867,0,0.009,500,1.395833333,1.771707143,2000,-1.233510327,-5.852424981,4.618914654,0.002677622
+"US_SRR",2018,100,1561,15.18620833,-10.87895721,280.7176529,NA,0.2867,0,0.009,500,1.326041667,1.750175,2000,-0.169276262,-4.714077233,4.544800971,0.000289703
+"US_SRR",2018,101,1562,11.6191625,-12.64585153,327.9999146,NA,0.2867,0,0.009,500,1.271875,1.728642857,2000,0.035636052,-3.769013735,3.804649787,0.001250014
+"US_SRR",2018,102,1563,10.67405,-14.00146544,520.9411745,NA,0.2867,0,0.009,500,1.220833333,1.707110714,2000,-0.780443269,-4.28363873,3.503195461,0.003296232
+"US_SRR",2018,103,1564,13.519825,-15.93442259,543.236552,NA,0.2867,0,0.009,500,1.184375,1.685578571,2000,-0.461119963,-4.34755611,3.886436146,0.003487954
+"US_SRR",2018,104,1565,16.1375875,-17.72832683,558.891893,NA,0.2867,0,0.009,500,1.125,1.664046429,2000,-1.257853938,-5.717108553,4.459254615,0.004023463
+"US_SRR",2018,105,1566,12.595075,-18.61732293,462.4398979,NA,0.2867,0,0.009,500,1.115625,1.642514286,2000,-0.313117035,-4.382095506,4.068978471,0.00231122
+"US_SRR",2018,106,1567,8.782258333,-6.075550583,325.1761851,NA,0.2867,0,0.009,500,1.196875,1.620982143,2000,-0.37931519,-3.672271371,3.292956182,0.000950971
+"US_SRR",2018,107,1568,9.30229375,-8.491797698,555.9371383,NA,0.2867,0,0.009,500,1.167708333,1.59945,2000,-2.731425707,-5.945009588,3.213583881,0.003000203
+"US_SRR",2018,108,1569,10.95630208,-10.71395856,350.3080194,NA,0.2867,0,0.009,500,1.153125,1.577917857,2000,-0.748306446,-4.208146358,3.459839913,0.001240312
+"US_SRR",2018,109,1570,12.87736875,-9.252737416,506.9451683,NA,0.2867,0,0.009,500,1.190625,1.556385714,2000,-0.930045906,-4.52168059,3.591634684,0.002546947
+"US_SRR",2018,110,1571,16.45316667,-12.75672901,587.5869285,NA,0.2867,0,0.009,500,1.194791667,1.534853571,2000,-1.045774039,-5.300553563,4.254779524,0.004346526
+"US_SRR",2018,111,1572,17.64027917,-15.28436034,591.7848978,NA,0.2867,0,0.009,500,1.153125,1.513321429,2000,-1.66393986,-6.390353879,4.726414019,0.002178529
+"US_SRR",2018,112,1573,19.07479167,-17.51199414,573.6512925,NA,0.2867,0,0.009,500,1.075,1.491789286,2000,-0.976239673,-6.198302576,5.222062902,0.002561359
+"US_SRR",2018,113,1574,19.32370833,-19.75787103,601.5840157,NA,0.2867,0,0.009,500,1.108333333,1.470257143,2000,-0.473550253,-6.020575818,5.547025564,0.002943467
+"US_SRR",2018,114,1575,15.3365,-21.54685976,606.6965884,NA,0.2867,0,0.009,500,1.141666667,1.448725,2000,-0.619701454,-5.705402062,5.085700608,0.003004704
+"US_SRR",2018,115,1576,13.84073958,-22.72130961,608.6365936,NA,0.2867,0,0.009,500,1.204166667,1.427192857,2000,-0.982043109,-5.702418844,4.720375735,0.003824187
+"US_SRR",2018,116,1577,12.97838958,-22.49114257,613.9898328,NA,0.2867,0,0.009,500,1.230208333,1.405660714,2000,-1.656079503,-6.059648476,4.403568973,0.006184916
+"US_SRR",2018,117,1578,13.78770833,-17.59145295,376.1377132,NA,0.2867,0,0.009,500,1.242708333,1.384128571,2000,-1.152171169,-5.407967665,4.255796497,0.000779425
+"US_SRR",2018,118,1579,13.10084167,-18.90976986,364.3782044,NA,0.2867,0,0.009,500,1.222916667,1.362596429,2000,-1.020250185,-5.131243911,4.110993726,0.003688908
+"US_SRR",2018,119,1580,13.83942292,-10.11401415,607.3854253,NA,0.2867,0,0.009,500,1.21875,1.341064286,2000,-1.812467368,-6.048431024,4.235963656,0.003828362
+"US_SRR",2018,120,1581,13.55216667,-10.21865856,551.723839,NA,0.2867,0,0.009,500,1.215625,1.319532143,2000,-2.22338548,-6.55505463,4.33166915,0.002712956
+"US_SRR",2018,121,1582,14.79966875,-14.16453843,587.9256294,NA,0.2867,0,0.009,500,1.241666667,1.298,2000,-1.735094853,-6.266858772,4.531763919,0.005321769
+"US_SRR",2018,122,1583,14.64704583,-8.658012554,635.1521486,NA,0.2867,0,0.009,500,1.257291667,1.300636,2000,-2.048138528,-6.632750091,4.584611564,0.006015165
+"US_SRR",2018,123,1584,13.681375,-12.46108953,546.0915086,NA,0.2867,0,0.009,500,1.30625,1.303272,2000,-2.399976519,-6.843704821,4.443728302,0.003643906
+"US_SRR",2018,124,1585,16.84327292,-16.60739006,621.7869375,NA,0.2867,0,0.009,500,1.29375,1.305908,2000,-1.630876663,-6.493660899,4.862784237,0.002726662
+"US_SRR",2018,125,1586,15.60139583,-20.25611019,405.3510279,NA,0.2867,0,0.009,500,1.282291667,1.308544,2000,-1.716833676,-6.566002368,4.849168692,0.003798671
+"US_SRR",2018,126,1587,14.93952083,-23.34785853,562.8274808,NA,0.2867,0,0.009,500,1.348958333,1.31118,2000,-2.391443645,-7.010124584,4.618680938,0.00656174
+"US_SRR",2018,127,1588,18.309,-26.34641507,653.3093808,NA,0.2867,0,0.009,500,1.355208333,1.313816,2000,-0.787210874,-5.890807089,5.103596215,0.005049008
+"US_SRR",2018,128,1589,17.45154167,-29.22122262,655.7192222,NA,0.2867,0,0.009,500,1.342708333,1.316452,2000,-1.187367921,-6.367700327,5.180332405,0.008409616
+"US_SRR",2018,129,1590,16.84102083,-31.79927584,625.966977,NA,0.2867,0,0.009,500,1.346875,1.319088,2000,-1.336068448,-6.486194889,5.150126441,0.007982268
+"US_SRR",2018,130,1591,17.35047917,-33.89844785,622.0630594,NA,0.2867,0,0.009,500,1.361458333,1.321724,2000,-1.906732189,-7.15507631,5.248344121,0.007651192
+"US_SRR",2018,131,1592,20.31870833,-35.73471661,651.2898238,NA,0.2867,0,0.009,500,1.338541667,1.32436,2000,-0.863505244,-6.630065821,5.766560577,0.003279989
+"US_SRR",2018,132,1593,19.359875,-37.17764398,658.8913981,NA,0.2867,0,0.009,500,1.310416667,1.326996,2000,-1.158984198,-6.77842613,5.619441932,0.006481825
+"US_SRR",2018,133,1594,14.54127083,-9.398074064,598.7004179,NA,0.2867,0,0.009,500,1.305208333,1.329632,2000,-3.719519009,-8.614345649,4.89482664,0.005212509
+"US_SRR",2018,134,1595,13.78504167,-4.297305003,624.6434618,NA,0.2867,0,0.009,500,1.346875,1.332268,2000,-4.596211076,-9.221811872,4.625600796,0.007504171
+"US_SRR",2018,135,1596,14.64729167,-1.170945457,618.0449188,NA,0.2867,0,0.009,500,1.4625,1.334904,2000,-5.211026962,-9.822444669,4.611417707,0.004948068
+"US_SRR",2018,136,1597,14.45620833,-0.287726335,509.8665433,NA,0.2867,0,0.009,500,1.589583333,1.33754,2000,-3.606085077,-8.091766048,4.485680971,0.000838218
+"US_SRR",2018,137,1598,16.0328125,-0.361306814,666.9122056,NA,0.2867,0,0.009,500,1.665625,1.340176,2000,-3.887272189,-8.638233821,4.750961632,0.004579264
+"US_SRR",2018,138,1599,15.808,-0.226561295,653.4295964,NA,0.2867,0,0.009,500,1.708333333,1.342812,2000,-4.594668823,-9.434801737,4.840132914,0.006555624
+"US_SRR",2018,139,1600,15.0865625,-1.276451351,665.6201733,NA,0.2867,0,0.009,500,1.696875,1.345448,2000,-4.851746764,-9.602442744,4.75069598,0.00668706
+"US_SRR",2018,140,1601,14.67377083,-5.123919859,604.5076197,NA,0.2867,0,0.009,500,1.633333333,1.348084,2000,-4.944751703,-9.652600399,4.707848696,0.006264307
+"US_SRR",2018,141,1602,16.1713125,-9.196589227,666.0337802,NA,0.2867,0,0.009,500,1.60625,1.35072,2000,-3.889579561,-8.889951276,5.000371715,0.006656908
+"US_SRR",2018,142,1603,15.13795833,-12.64362182,626.7258781,NA,0.2867,0,0.009,500,1.623958333,1.353356,2000,-4.009010509,-9.001521781,4.992511272,0.006712866
+"US_SRR",2018,143,1604,14.2215,-15.39989994,320.5805387,NA,0.2867,0,0.009,500,1.619791667,1.355992,2000,-3.005600688,-7.652334973,4.646734285,0.005907795
+"US_SRR",2018,144,1605,14.28533333,-17.87133241,586.2591142,NA,0.2867,0,0.009,500,1.679166667,1.358628,2000,-4.660184283,-9.236115984,4.575931701,0.008722221
+"US_SRR",2018,145,1606,14.3528125,-19.16704816,260.2998129,NA,0.2867,0,0.009,500,1.732291667,1.361264,2000,-1.117358478,-5.558737344,4.441378866,0.003792762
+"US_SRR",2018,146,1607,16.12702083,-20.72602188,526.9062044,NA,0.2867,0,0.009,500,1.78125,1.3639,2000,-3.350947865,-8.116211599,4.765263734,0.004311465
+"US_SRR",2018,147,1608,19.787,-22.03526793,682.0790087,NA,0.2867,0,0.009,500,1.847916667,1.366536,2000,-2.304350715,-7.869597362,5.565246647,0.004921641
+"US_SRR",2018,148,1609,23.42016667,-10.41872449,675.7696648,NA,0.2867,0,0.009,500,1.953125,1.369172,2000,-1.466812342,-7.807028911,6.340216569,0.003138542
+"US_SRR",2018,149,1610,22.2901875,-4.169755371,677.818246,NA,0.2867,0,0.009,500,2.063541667,1.371808,2000,-2.948325951,-9.378351086,6.430025136,0.003030186
+"US_SRR",2018,150,1611,15.202125,-1.475858502,603.4579204,NA,0.2867,0,0.009,500,2.192708333,1.374444,2000,-7.446879771,-12.59218299,5.145303218,0.007693527
+"US_SRR",2018,151,1612,14.99314583,-0.85878585,667.6297044,NA,0.2867,0,0.009,500,2.29375,1.37708,2000,-6.369994184,-11.24434987,4.874355681,0.00645147
+"US_SRR",2018,152,1613,18.56702083,-5.56991283,681.4112049,NA,0.2867,0,0.009,500,2.242708333,1.379716,2000,-3.680569891,-9.194047924,5.513478033,0.004209824
+"US_SRR",2018,153,1614,23.62247917,-10.46443358,681.3409239,NA,0.2867,0,0.009,500,2.271875,1.382352,2000,-1.343740574,-7.956035415,6.612294841,0.00359568
+"US_SRR",2018,154,1615,23.70085417,-15.8928182,675.8322994,NA,0.2867,0,0.009,500,2.263541667,1.384988,2000,-1.463766252,-8.41417459,6.950408339,0.004229419
+"US_SRR",2018,155,1616,19.6140625,-21.44530654,676.5866415,NA,0.2867,0,0.009,500,2.220833333,1.387624,2000,-3.112417225,-9.254579461,6.142162236,0.005420175
+"US_SRR",2018,156,1617,17.45160417,-26.41102603,670.0431938,NA,0.2867,0,0.009,500,2.225,1.39026,2000,-3.582926656,-9.252855631,5.669928975,0.004928373
+"US_SRR",2018,157,1618,16.49275,-30.50158376,676.0662541,NA,0.2867,0,0.009,500,2.25,1.392896,2000,-4.519679629,-10.03328745,5.513607821,0.005701422
+"US_SRR",2018,158,1619,17.24570833,-33.8842081,666.9299696,NA,0.2867,0,0.009,500,2.263541667,1.395532,2000,-5.926228551,-11.51161395,5.585385394,0.005965851
+"US_SRR",2018,159,1620,18.9494375,-37.41713527,685.7598229,NA,0.2867,0,0.009,500,2.214583333,1.398168,2000,-3.454236269,-9.180443506,5.726207237,0.004325308
+"US_SRR",2018,160,1621,17.43970833,-39.88912517,619.6525879,NA,0.2867,0,0.009,500,2.241666667,1.400804,2000,-4.441100419,-9.859924563,5.418824144,0.009635623
+"US_SRR",2018,161,1622,16.96065417,-41.94836507,696.8716706,NA,0.2867,0,0.009,500,2.297916667,1.40344,2000,-3.570475165,-8.9650668,5.394591635,0.004547528
+"US_SRR",2018,162,1623,20.85797917,-36.37134991,690.671343,NA,0.2867,0,0.009,500,2.3875,1.406076,2000,-1.913810432,-7.883350839,5.969540407,0.003611475
+"US_SRR",2018,163,1624,23.82804167,-3.963861786,692.0935112,NA,0.2867,0,0.009,500,2.596875,1.408712,2000,-2.67445278,-9.297500125,6.623047346,0.00303298
+"US_SRR",2018,164,1625,22.16054167,0.038064917,689.9004724,NA,0.2867,0,0.009,500,2.891666667,1.411348,2000,-4.266318835,-10.61168572,6.345366885,0.004048393
+"US_SRR",2018,165,1626,18.34895833,1.477343677,692.5004096,NA,0.2867,0,0.009,500,3.113541667,1.413984,2000,-5.28567052,-10.93198516,5.646314638,0.004385842
+"US_SRR",2018,166,1627,16.56777083,2.398417219,693.1665822,NA,0.2867,0,0.009,500,3.351041667,1.41662,2000,-6.333084544,-11.47612078,5.143036236,0.004858836
+"US_SRR",2018,167,1628,15.53025,1.92749202,693.2112387,NA,0.29753,0,0.009,500,3.478125,1.419256,2000,-7.168102945,-12.0249846,4.85688166,0.00644829
+"US_SRR",2018,168,1629,16.90914583,0.977229527,615.7488325,NA,0.301605,0,0.009,500,3.530208333,1.421892,2000,-5.271138217,-10.3377022,5.066563987,0.005630389
+"US_SRR",2018,169,1630,18.03558333,-4.643214334,691.8732977,NA,0.30568,0,0.009,500,3.230208333,1.424528,2000,-5.452011407,-10.86388472,5.411873309,0.004276317
+"US_SRR",2018,170,1631,17.9200625,-8.915594905,695.3721766,NA,0.309755,0,0.009,500,3.16875,1.427164,2000,-4.625407794,-10.10456885,5.479161053,0.000970289
+"US_SRR",2018,171,1632,16.96810417,-12.74304669,703.9720916,NA,0.31383,0,0.009,500,3.159375,1.4298,2000,-4.21523209,-9.520524927,5.305292837,0.0000642
+"US_SRR",2018,172,1633,19.69575,-16.98487007,694.9508378,NA,0.317905,0,0.009,500,3.164583333,1.4095,2000,-2.352466495,-8.174095057,5.821628562,0.004059161
+"US_SRR",2018,173,1634,24.28347917,-21.95368076,735.8160015,NA,0.32198,0,0.009,500,3.282291667,1.3892,2000,-0.462225345,-7.033752182,6.571526837,0.001767406
+"US_SRR",2018,174,1635,26.83241667,-25.5855767,740.2562513,NA,0.326055,0,0.009,500,3.433333333,1.3689,2000,0.278639119,-6.95447949,7.23311861,0.002494044
+"US_SRR",2018,175,1636,18.87985417,-9.857343953,742.7419113,NA,0.33013,0,0.009,500,3.714583333,1.3486,2000,-3.158942459,-9.179557861,6.020615403,0.006451319
+"US_SRR",2018,176,1637,17.59983333,-1.173884622,700.0809884,NA,0.334205,0,0.009,500,3.975,1.3283,2000,-6.307230387,-11.82064341,5.513413018,0.003741455
+"US_SRR",2018,177,1638,18.83597917,-1.016436587,748.2157066,NA,0.33828,0,0.009,500,4.096875,1.308,2000,-5.225385243,-10.88194976,5.65656452,0.002958007
+"US_SRR",2018,178,1639,16.50254167,-0.986132781,749.8246232,NA,0.343100714,0,0.009,500,4.205208333,1.2877,2000,-7.137301581,-12.3544497,5.21714812,0.009732584
+"US_SRR",2018,179,1640,18.95022917,-0.282709484,743.9495471,NA,0.347921429,0,0.009,500,4.397916667,1.2674,2000,-5.716962923,-11.17176275,5.454799828,0.004627811
+"US_SRR",2018,180,1641,22.37722917,-2.481458379,739.5450834,NA,0.352742143,0,0.009,500,4.361458333,1.2471,2000,-4.146074156,-10.3387433,6.192669148,0.004041933
+"US_SRR",2018,181,1642,24.4524375,-5.776313168,715.0802649,NA,0.357562857,0,0.009,500,4.395833333,1.2268,2000,-1.9472554,-8.695186031,6.747930632,0.003685165
+"US_SRR",2018,182,1643,19.22910417,-7.365540025,626.7413707,NA,0.362383571,0,0.009,500,4.426041667,1.2065,2000,-4.915252456,-10.83250682,5.917254364,0.006463291
+"US_SRR",2018,183,1644,17.32002083,-11.18762023,537.2361626,NA,0.367204286,0,0.009,500,4.401041667,1.1862,2000,-5.273515552,-10.61903005,5.345514498,0.005771001
+"US_SRR",2018,184,1645,17.13325,-15.35626854,620.3132514,NA,0.372025,0,0.009,500,4.422916667,1.1659,2000,-5.255525044,-10.4507087,5.195183659,0.00544884
+"US_SRR",2018,185,1646,16.08941667,-20.12754705,697.7614053,NA,0.376845714,0,0.009,500,4.444791667,1.1456,2000,-5.822198569,-10.87803309,5.055834521,0.00726785
+"US_SRR",2018,186,1647,19.37333333,-25.51574619,744.9605073,NA,0.381666429,0,0.009,500,4.413541667,1.1253,2000,-2.450528462,-8.192880824,5.742352362,0.004359291
+"US_SRR",2018,187,1648,23.41595833,-30.60962342,513.8695318,NA,0.386487143,0,0.009,500,4.320833333,1.105,2000,0.249731519,-6.116183367,6.365914887,0.003111598
+"US_SRR",2018,188,1649,23.28627083,-35.65312944,690.0303068,NA,0.391307857,0,0.009,500,4.26875,1.0847,2000,-1.498679612,-7.899728535,6.401048923,0.003235206
+"US_SRR",2018,189,1650,21.7176875,-38.91246087,741.9634381,NA,0.396128571,0,0.009,500,4.354166667,1.0644,2000,-1.455932261,-7.607450794,6.151518533,0.002548605
+"US_SRR",2018,190,1651,23.29004167,-35.05480663,736.0739351,NA,0.400949286,0,0.009,500,4.457291667,1.0441,2000,-1.160200675,-7.651480124,6.491279449,0.0060207
+"US_SRR",2018,191,1652,23.80164583,-5.051859638,736.6116951,NA,0.40577,0,0.009,500,4.686458333,1.0238,2000,-2.402959354,-8.891395929,6.488436575,0.004813498
+"US_SRR",2018,192,1653,21.08385417,0.260174586,738.8651339,NA,0.407057857,0,0.009,500,5.101041667,1.0035,2000,-6.033667724,-12.09890354,6.065235812,0.003378161
+"US_SRR",2018,193,1654,21.33072917,2.192168907,702.5241597,NA,0.408345714,0,0.009,500,5.438541667,0.9832,2000,-5.997675097,-12.01278257,6.015107471,0.003068929
+"US_SRR",2018,194,1655,23.04804167,2.341812953,615.0648178,NA,0.409633571,0,0.009,500,5.635416667,0.9629,2000,-4.444462009,-10.6964151,6.25195309,0.004926652
+"US_SRR",2018,195,1656,20.47354167,1.842610958,716.1116921,NA,0.410921429,0,0.009,500,5.713541667,0.9426,2000,-6.406327029,-12.22426868,5.817941648,0.005279807
+"US_SRR",2018,196,1657,18.96289583,1.146079497,733.7342549,NA,0.412209286,0,0.009,500,5.757291667,0.9223,2000,-7.339230872,-12.81836423,5.479133355,0.007763154
+"US_SRR",2018,197,1658,19.79941667,-0.607335206,730.9726922,NA,0.413497143,0,0.009,500,5.658333333,0.902,2000,-5.819155242,-11.47049821,5.651342971,0.004827161
+"US_SRR",2018,198,1659,20.37820833,-5.073447299,736.5653014,NA,0.414785,0,0.009,500,5.561458333,0.8817,2000,-3.085929167,-8.962601289,5.876672122,0.005106269
+"US_SRR",2018,199,1660,20.84147917,-9.546501903,702.2243174,NA,0.416072857,0,0.009,500,5.515625,0.873185714,2000,-2.102816304,-8.157584687,6.054768383,0.006179093
+"US_SRR",2018,200,1661,20.55714583,-13.81102781,717.6436149,NA,0.417360714,0,0.009,500,5.526041667,0.864671429,2000,-1.723508755,-7.665502642,5.941993887,0.005450087
+"US_SRR",2018,201,1662,20.46097917,-17.49760236,699.1831474,NA,0.418648571,0,0.009,500,5.559375,0.856157143,2000,-1.883068266,-7.831467531,5.948399265,0.007104289
+"US_SRR",2018,202,1663,21.60708333,-18.00334147,670.5563295,NA,0.419936429,0,0.009,500,5.690625,0.847642857,2000,-1.744828152,-7.805315979,6.060487827,0.001816562
+"US_SRR",2018,203,1664,21.18322917,-10.17294948,706.9774933,NA,0.421224286,0,0.009,500,5.697916667,0.839128571,2000,-1.876043427,-7.963727741,6.087684315,0.004620857
+"US_SRR",2018,204,1665,21.17670833,-11.2849674,711.7955513,NA,0.422512143,0,0.009,500,5.714583333,0.830614286,2000,-1.616439306,-7.709237966,6.092798661,0.005860185
+"US_SRR",2018,205,1666,21.35677083,-9.231859208,712.8433818,NA,0.4238,0,0.009,500,5.78125,0.8221,2000,-0.962745504,-7.098197136,6.135451632,0.00519975
+"US_SRR",2018,206,1667,22.57983333,-7.914707827,714.2819687,NA,0.425234286,0,0.009,500,5.8625,0.813585714,2000,-1.438349612,-7.63004913,6.191699518,0.003238578
+"US_SRR",2018,207,1668,20.27402083,-6.775173235,685.8724688,NA,0.426668571,0,0.009,500,5.9375,0.805071429,2000,-2.855557897,-8.763658306,5.908100409,0.004777684
+"US_SRR",2018,208,1669,18.62102083,-5.379931277,697.598797,NA,0.428102857,0,0.009,500,5.997916667,0.796557143,2000,-4.139794151,-9.698351962,5.558557811,0.002118186
+"US_SRR",2018,209,1670,19.5945,-2.724750307,616.1677206,NA,0.429537143,0,0.009,500,6.064583333,0.788042857,2000,-4.484680898,-10.02743414,5.542753246,0.001592822
+"US_SRR",2018,210,1671,18.94533333,-5.977037876,497.2973979,NA,0.430971429,0,0.009,500,6.060416667,0.779528571,2000,-3.78343418,-9.176994757,5.393560577,0.000751785
+"US_SRR",2018,211,1672,20.03552083,-10.7652926,545.0159968,NA,0.432405714,0,0.009,500,6.042708333,0.771014286,2000,-3.024179905,-8.491843846,5.467663941,0.004117128
+"US_SRR",2018,212,1673,19.76935417,-15.71479601,579.940158,NA,0.43384,0,0.009,500,6.041666667,0.7625,2000,-2.561534042,-8.045406836,5.483872794,0.002972338
+"US_SRR",2018,213,1674,19.31983333,-21.13421111,617.0011123,NA,0.435274286,0,0.009,500,6.063541667,0.753985714,2000,-2.825984845,-8.222233256,5.396248411,0.005758928
+"US_SRR",2018,214,1675,19.22147917,-26.56132885,641.6540809,NA,0.436708571,0,0.009,500,6.044791667,0.745471429,2000,-2.030571705,-7.394003659,5.363431954,0.004654919
+"US_SRR",2018,215,1676,21.58941667,-31.6635675,580.9565138,NA,0.438142857,0,0.009,500,6.11875,0.736957143,2000,-1.350462497,-7.082998597,5.7325361,0.002197287
+"US_SRR",2018,216,1677,23.28991667,-36.74158336,629.3547385,NA,0.439577143,0,0.009,500,6.067708333,0.728442857,2000,0.272358072,-5.700496277,5.972854349,0.004138913
+"US_SRR",2018,217,1678,20.73725,-39.4586895,518.6543778,NA,0.441011429,0,0.009,500,6.0375,0.719928571,2000,-1.107033784,-6.778404074,5.671370289,0.002095067
+"US_SRR",2018,218,1679,22.82958333,-37.18605608,564.4621572,NA,0.442445714,0,0.009,500,5.816666667,0.711414286,2000,0.134118684,-5.71354241,5.847661094,0.002124961
+"US_SRR",2018,219,1680,19.54,-11.7987132,445.4788121,NA,0.44388,0,0.009,500,5.307291667,0.7029,2000,-2.364320993,-7.704202848,5.339881855,0.001405594
+"US_SRR",2018,220,1681,20.21816667,0.066341713,517.647767,NA,0.445548571,0,0.009,500,5.053125,0.694385714,2000,-4.436613149,-9.718949563,5.282336414,0.003001248
+"US_SRR",2018,221,1682,23.09308333,0.951993247,590.6265244,NA,0.447217143,0,0.009,500,4.980208333,0.685871429,2000,-2.725992763,-8.337613095,5.611620332,0.003037197
+"US_SRR",2018,222,1683,23.54129167,2.004974494,586.2656693,NA,0.448885714,0,0.009,500,4.79375,0.677357143,2000,-2.849275478,-8.589861219,5.74058574,0.002806755
+"US_SRR",2018,223,1684,22.95785417,2.086713689,630.6347993,NA,0.450554286,0,0.009,500,4.844791667,0.668842857,2000,-3.027386113,-8.793178013,5.765791899,0.003935119
+"US_SRR",2018,224,1685,21.4624375,1.757071117,638.0282356,NA,0.452222857,0,0.009,500,4.805208333,0.660328571,2000,-2.917964128,-8.488015023,5.570050895,0.003019642
+"US_SRR",2018,225,1686,18.0085,0.834274616,633.0129046,NA,0.453891429,0,0.009,500,4.83125,0.651814286,2000,-4.274726742,-9.437516777,5.162790036,0.006057492
+"US_SRR",2018,226,1687,17.6705,-1.283748588,584.6837011,NA,0.45556,0,0.009,500,4.876041667,0.6433,2000,-4.094934296,-9.104026831,5.009092535,0.006304829
+"US_SRR",2018,227,1688,18.8458125,-5.35626593,630.3106155,NA,0.457228571,0,0.009,500,4.876041667,0.644725,2000,-3.524477653,-8.700815264,5.17633761,0.004678613
+"US_SRR",2018,228,1689,19.96383333,-9.290997238,641.142724,NA,0.458897143,0,0.009,500,4.88125,0.64615,2000,-1.861941561,-7.271305814,5.409364253,0.004478287
+"US_SRR",2018,229,1690,21.7355625,-13.70922121,647.9814486,NA,0.460565714,0,0.009,500,4.86875,0.647575,2000,-0.202238672,-5.839179249,5.636940577,0.004086185
+"US_SRR",2018,230,1691,22.62141667,-18.7916965,621.7035076,NA,0.462234286,0,0.009,500,4.661458333,0.649,2000,0.300420996,-5.474886994,5.77530799,0.002550982
+"US_SRR",2018,231,1692,19.283625,-22.94098686,623.5275978,NA,0.463902857,0,0.009,500,4.651041667,0.650425,2000,-0.340576451,-5.787949616,5.447373165,0.004423032
+"US_SRR",2018,232,1693,17.008125,-24.15947351,618.12236,NA,0.465571429,0,0.009,500,4.589583333,0.65185,2000,-0.799961916,-5.825596248,5.025634332,0.00126401
+"US_SRR",2018,233,1694,16.45154167,-18.34347382,507.4674721,NA,0.46724,0,0.009,500,4.540625,0.653275,2000,-1.956518552,-6.747639165,4.791120613,0.005330355
+"US_SRR",2018,234,1695,18.564125,-22.12146654,575.9441089,NA,0.466867143,0,0.009,500,4.525,0.6547,2000,-1.501902175,-6.333529494,4.83162732,0.004997427
+"US_SRR",2018,235,1696,17.803625,-19.47474834,557.9472521,NA,0.466494286,0,0.009,500,4.608333333,0.656125,2000,-1.346917152,-6.13673281,4.789815657,0.006207269
+"US_SRR",2018,236,1697,17.018375,-9.656872621,489.7882179,NA,0.466121429,0,0.009,500,4.765625,0.65755,2000,-1.474432519,-6.095561006,4.621128487,0.003983816
+"US_SRR",2018,237,1698,17.84925,-11.04400654,543.3732637,NA,0.465748571,0,0.009,500,4.771875,0.658975,2000,-0.700252303,-5.421101276,4.720848973,0.004352709
+"US_SRR",2018,238,1699,16.48072917,-18.78936544,604.3150103,NA,0.465375714,0,0.009,500,4.833333333,0.6604,2000,-1.280638191,-5.886316415,4.605678224,0.00632867
+"US_SRR",2018,239,1700,16.92758333,-23.62414006,569.6296339,NA,0.465002857,0,0.009,500,4.823958333,0.661825,2000,-1.385205199,-5.96972461,4.584519411,0.00613691
+"US_SRR",2018,240,1701,17.0840625,-27.56160783,504.5851442,NA,0.46463,0,0.009,500,4.81875,0.66325,2000,-1.22106392,-5.79521676,4.57415284,0.006247191
+"US_SRR",2018,241,1702,18.17222917,-32.50193901,603.7829543,NA,0.464257143,0,0.009,500,4.776041667,0.664675,2000,-1.100918535,-5.792414927,4.691496392,0.005131924
+"US_SRR",2018,242,1703,18.53545833,-36.89203821,484.0089595,NA,0.463884286,0,0.009,500,4.744791667,0.6661,2000,-0.208768164,-5.036234081,4.827465917,0.004281613
+"US_SRR",2018,243,1704,19.46579167,-40.94681921,586.5576009,NA,0.463511429,0,0.009,500,4.740625,0.667525,2000,-0.160959557,-5.067185611,4.906226054,0.005296988
+"US_SRR",2018,244,1705,19.3376875,-43.97299377,544.0682215,NA,0.463138571,0,0.009,500,4.752083333,0.66895,2000,-0.102106957,-5.054887773,4.952780816,0.006008007
+"US_SRR",2018,245,1706,19.8418125,-44.8572264,550.1073877,NA,0.462765714,0,0.009,500,4.617708333,0.670375,2000,0.200637784,-4.720042475,4.920680259,0.004152639
+"US_SRR",2018,246,1707,17.88227083,-36.34717781,540.4476429,NA,0.462392857,0,0.009,500,4.636458333,0.6718,2000,-0.734601553,-5.440795897,4.706194344,0.001972475
+"US_SRR",2018,247,1708,18.14845833,-7.712209484,566.0178612,NA,0.46202,0,0.009,500,4.541666667,0.673225,2000,-1.212914185,-5.790867795,4.57795361,0.001391877
+"US_SRR",2018,248,1709,16.67489583,-1.380335635,567.0984003,NA,0.461896429,0,0.009,500,4.607291667,0.67465,2000,-3.74801929,-8.048332948,4.300313658,0.003907077
+"US_SRR",2018,249,1710,17.71016667,-0.121663505,580.7741877,NA,0.461772857,0,0.009,500,4.801041667,0.676075,2000,-3.557436536,-7.898198489,4.340761953,0.004113937
+"US_SRR",2018,250,1711,21.2178125,-0.197372345,574.1704863,NA,0.461649286,0,0.009,500,4.852083333,0.6775,2000,-1.366064999,-5.949054524,4.582989525,0.002477055
+"US_SRR",2018,251,1712,21.25508333,0.112202824,573.9866408,NA,0.461525714,0,0.009,500,5.0125,0.678925,2000,-2.100173519,-6.710524461,4.610350941,0.002597407
+"US_SRR",2018,252,1713,20.9825,-0.356695365,540.1446694,NA,0.461402143,0,0.009,500,5.064583333,0.68035,2000,-1.764216694,-6.379325823,4.615109129,0.001762693
+"US_SRR",2018,253,1714,21.09164583,-3.346687784,556.4060323,NA,0.461278571,0,0.009,500,5,0.681775,2000,-1.0518297,-5.701011117,4.649181417,0.0025788
+"US_SRR",2018,254,1715,20.19314583,-7.316537047,561.4719531,NA,0.461155,0,0.009,500,4.971875,0.6832,2000,-1.358090861,-5.969088353,4.610997492,0.004010862
+"US_SRR",2018,255,1716,17.0726875,-10.86471746,383.1338818,NA,0.461031429,0,0.009,500,5.025,0.678222222,2000,-1.351115932,-5.648717296,4.297601364,0.002301172
+"US_SRR",2018,256,1717,17.83064583,-13.99700602,553.3723792,NA,0.460907857,0,0.009,500,5.059375,0.673244444,2000,-1.199151982,-5.550334611,4.351182629,0.002962543
+"US_SRR",2018,257,1718,17.41229167,-17.20915878,466.6311516,NA,0.460784286,0,0.009,500,5.11875,0.668266667,2000,-0.188161467,-4.54726129,4.359099823,0.002975913
+"US_SRR",2018,258,1719,16.95325,-20.56497591,543.5951035,NA,0.460660714,0,0.009,500,5.207291667,0.663288889,2000,-0.82953772,-5.105753798,4.276216079,0.004450171
+"US_SRR",2018,259,1720,17.00391667,-24.28008063,542.0087981,NA,0.460537143,0,0.009,500,5.240625,0.658311111,2000,-0.445984208,-4.71895465,4.272970442,0.002963419
+"US_SRR",2018,260,1721,17.00683333,-27.99655359,536.3049073,NA,0.460413571,0,0.009,500,5.236458333,0.653333333,2000,0.221867376,-4.062794333,4.284661709,0.004961059
+"US_SRR",2018,261,1722,16.92672917,-31.36311387,527.872157,NA,0.46029,0,0.009,500,5.25,0.648355556,2000,-0.000182737,-4.24770225,4.247519512,0.003645361
+"US_SRR",2018,262,1723,19.5525625,-34.88975731,516.5848559,NA,0.461375,0,0.009,500,5.280208333,0.643377778,2000,0.452307875,-3.787534297,4.239842171,0.003329844
+"US_SRR",2018,263,1724,16.374,-35.32237201,0.851230997,NA,0.46246,0,0.009,500,5.2,0.6384,2000,0.084848879,-0.001435549,0.086284428,0.0000151
diff --git a/models/peprmt/demo_run/raw-data/US_DMG.csv b/models/peprmt/demo_run/raw-data/site-data-raw/US_DMG.csv
similarity index 100%
rename from models/peprmt/demo_run/raw-data/US_DMG.csv
rename to models/peprmt/demo_run/raw-data/site-data-raw/US_DMG.csv
diff --git a/models/peprmt/demo_run/raw-data/US_EDN.csv b/models/peprmt/demo_run/raw-data/site-data-raw/US_EDN.csv
similarity index 100%
rename from models/peprmt/demo_run/raw-data/US_EDN.csv
rename to models/peprmt/demo_run/raw-data/site-data-raw/US_EDN.csv
diff --git a/models/peprmt/demo_run/raw-data/US_SRR.csv b/models/peprmt/demo_run/raw-data/site-data-raw/US_SRR.csv
similarity index 100%
rename from models/peprmt/demo_run/raw-data/US_SRR.csv
rename to models/peprmt/demo_run/raw-data/site-data-raw/US_SRR.csv
diff --git a/models/peprmt/demo_run/template.xml b/models/peprmt/demo_run/raw-data/template.xml
similarity index 94%
rename from models/peprmt/demo_run/template.xml
rename to models/peprmt/demo_run/raw-data/template.xml
index a73aa97052..009cfb3862 100644
--- a/models/peprmt/demo_run/template.xml
+++ b/models/peprmt/demo_run/raw-data/template.xml
@@ -11,10 +11,6 @@
output/out
output/run
-
- soil
- raw-data/pfts/soil/trait.mcmc.RData
-
default
data/pfts/default/post.distns.RData
@@ -56,6 +52,10 @@
+
+
+
+
diff --git a/models/peprmt/demo_run/run_pecan_peprmt.qmd b/models/peprmt/demo_run/run_pecan_peprmt.qmd
index 4b1732e54c..ca11758c11 100644
--- a/models/peprmt/demo_run/run_pecan_peprmt.qmd
+++ b/models/peprmt/demo_run/run_pecan_peprmt.qmd
@@ -37,9 +37,9 @@ This notebook demonstrates how to:
### The Scenario Being Modeled:
-We are modeling greenhouse gas dynamics (gross primary productivity, ecosystem respiration, and methane emissions) at ____ sites. The model configuration uses the PEPRMT-Tidal process-based ecosystem model. [model details]
+We are modeling greenhouse gas dynamics (gross primary productivity, ecosystem respiration, and methane emissions) at five sites. The model configuration uses the PEPRMT-Tidal process-based ecosystem model (Oikawa et al. 2024).
-The simulation is run for _____ time period.
+The simulation is run for the duration of data at each site, which ranges from 2011 to 2021.
This scenario is designed to be a minimal, reproducible example to demonstrate how to run PEPRMT within the PEcAn workflow. In later steps, this same framework can be extended to include more ensemble members, longer time periods, or alternative meteorological inputs.
@@ -47,7 +47,7 @@ This scenario is designed to be a minimal, reproducible example to demonstrate h
Before running this notebook, make sure you have:
-- All the PEcAn packages installed. You can install all PEcAn packages and their dependencies by running the following command in the root of your PEcAn repository:
+- All the PEcAn packages installed. You can install all PEcAn packages and their dependencies by running the following command in the root of your PEcAn repository. This chunk does not run automatically since it will overwrite a version of PEcAn you installed by other methods. Run it by hand when needed.
```{r, eval = FALSE}
@@ -59,7 +59,14 @@ options(repos = c(
install.packages(c('PEcAn.all', 'PEcAn.PEPRMT'))
```
-(Note that the chunk above does not run automatically since it will overwrite a version of PEcAn you installed by other methods. Run it by hand when needed.)
+- Alternatively, install from GitHub.
+
+```{r, eval = FALSE}
+remotes::install_github("pecanproject/pecan", subdir = "base/all",
+ ref = "develop", force = T)
+remotes::install_github("pecanproject/pecan", subdir = "models/peprmt",
+ ref = "develop")
+```
```{r}
@@ -95,6 +102,7 @@ First, we need to load the PEcAn R packages. These packages provide all the func
```{r libraries}
# Load the PEcAn.all package, which includes all necessary PEcAn functionality
library("PEcAn.all")
+library("PEcAn.PEPRMT")
set.seed(20260326)
logger.setUseConsole(console = TRUE, stderr = FALSE)
logger.setLevel("INFO")
@@ -111,7 +119,7 @@ There is an example `pecan.xml` that has been configured for this demonstration.
This is how PEcAn loads the settings file:
```{r load-settings}
-settings_path <- here::here("models/peprmt/demo_run/settings.xml")
+settings_path <- here::here("models/peprmt/demo_run/settings_inputdemo.xml")
```
# Prepare and Validate Settings
@@ -268,15 +276,17 @@ model_output |>
pivot_longer(cols = c("TotalResp", "GPP", "NEE"), names_to = "flux") |>
ggplot() +
aes(x = posix, y = value, color = flux, group = run_id) +
- facet_grid(flux~site_id) +
+ facet_grid(flux~site_id, scales = "free", space = "free") +
+ geom_hline(yintercept = 0, color ="grey50")+
geom_line() +
- xlab("Date") +
ylab(expression("Carbon Flux (kg C"~m^-2~s^-1*")")) +
ggtitle("Carbon Fluxes Over Time") +
theme_bw()+
- theme(legend.position = "none")
-
-min(model_output$posix)
+ scale_x_date(date_breaks = "1 year",
+ date_labels = "%Y")+
+ theme(legend.position = "none",
+ axis.text.x = element_text(angle = 45, hjust = 1),
+ axis.title.x = element_blank())
```
## Plot Methane emissions
@@ -289,13 +299,16 @@ model_output |>
aes(x = posix,
y = CH4_flux * 1E6 * 60 * 60 * 24, # Convert from kg/m2/s to mg/m2/d
group = run_id) +
- facet_wrap(~site_id, nrow = 1) +
+ facet_wrap(~site_id, nrow = 1, scales = "free_x", space = "free_x") +
geom_line() +
- xlab("Date") +
ylab(expression("Methane Flux (mg C"~m^-2~d^-1*")")) +
ggtitle("Methane Fluxes Over Time") +
theme_bw()+
- theme(legend.position = "none")
+ scale_x_date(date_breaks = "1 year",
+ date_labels = "%Y")+
+ theme(legend.position = "none",
+ axis.text.x = element_text(angle = 45, hjust = 1),
+ axis.title.x = element_blank())
```
# Conclusion
diff --git a/models/peprmt/demo_run/settings.xml b/models/peprmt/demo_run/settings.xml
deleted file mode 100644
index cce372da9a..0000000000
--- a/models/peprmt/demo_run/settings.xml
+++ /dev/null
@@ -1,333 +0,0 @@
-
-
-
- Compiled from template.xml at 2026-03-03 12:32:05.933794
- -1
-
-
- output
- output/out
- output/run
-
-
- default
- raw-data/pfts/default/post.distns.RData
-
-
-
- 3
- TotSoilCarb
-
-
- uniform
-
-
- sampling
-
-
- 2016
- 2024
-
-
- peprmt_0_1_0
- PEPRMT
- 0.1.0
- FALSE
- /usr/local/bin/PEPRMT_v0.1.0
-
-
-
-
- US_EDN
- 37.615
- -122.114
-
- default
-
- 37.5N_122W
- US_EDN
- 2016-01-01
- 2024-12-31
-
- 2016-01-01
- 2024-12-31
-
-
-
-
- data/ERA5_PEPRMT/ERA5_37.5N_122W/ERA5.1.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_37.5N_122W/ERA5.2.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_37.5N_122W/ERA5.3.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_37.5N_122W/ERA5.4.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_37.5N_122W/ERA5.5.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_37.5N_122W/ERA5.6.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_37.5N_122W/ERA5.7.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_37.5N_122W/ERA5.8.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_37.5N_122W/ERA5.9.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_37.5N_122W/ERA5.10.2016-01.2024-12.dat
-
-
-
-
- data/soil/US_EDN/gSSURGO_soil_2.nc
- data/soil/US_EDN/gSSURGO_soil_3.nc
- data/soil/US_EDN/gSSURGO_soil_4.nc
- data/soil/US_EDN/gSSURGO_soil_5.nc
- data/soil/US_EDN/gSSURGO_soil_6.nc
- data/soil/US_EDN/gSSURGO_soil_7.nc
- data/soil/US_EDN/gSSURGO_soil_8.nc
- data/soil/US_EDN/gSSURGO_soil_9.nc
- data/soil/US_EDN/gSSURGO_soil_10.nc
- data/soil/US_EDN/gSSURGO_soil_11.nc
- data/soil/US_EDN/gSSURGO_soil_12.nc
- data/soil/US_EDN/gSSURGO_soil_13.nc
- data/soil/US_EDN/gSSURGO_soil_14.nc
- data/soil/US_EDN/gSSURGO_soil_15.nc
- data/soil/US_EDN/gSSURGO_soil_16.nc
- data/soil/US_EDN/gSSURGO_soil_17.nc
- data/soil/US_EDN/gSSURGO_soil_18.nc
- data/soil/US_EDN/gSSURGO_soil_19.nc
- data/soil/US_EDN/gSSURGO_soil_20.nc
- data/soil/US_EDN/gSSURGO_soil_21.nc
-
-
-
-
-
-
- US_SRR
- 38.2
- -122.026
-
- default
-
- 38N_122W
- US_SRR
- 2016-01-01
- 2024-12-31
-
- 2016-01-01
- 2024-12-31
-
-
-
-
- data/ERA5_PEPRMT/ERA5_38N_122W/ERA5.1.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_38N_122W/ERA5.2.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_38N_122W/ERA5.3.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_38N_122W/ERA5.4.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_38N_122W/ERA5.5.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_38N_122W/ERA5.6.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_38N_122W/ERA5.7.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_38N_122W/ERA5.8.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_38N_122W/ERA5.9.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_38N_122W/ERA5.10.2016-01.2024-12.dat
-
-
-
-
- data/soil/US_SRR/gSSURGO_soil_2.nc
- data/soil/US_SRR/gSSURGO_soil_3.nc
- data/soil/US_SRR/gSSURGO_soil_4.nc
- data/soil/US_SRR/gSSURGO_soil_5.nc
- data/soil/US_SRR/gSSURGO_soil_6.nc
- data/soil/US_SRR/gSSURGO_soil_7.nc
- data/soil/US_SRR/gSSURGO_soil_8.nc
- data/soil/US_SRR/gSSURGO_soil_9.nc
- data/soil/US_SRR/gSSURGO_soil_10.nc
- data/soil/US_SRR/gSSURGO_soil_11.nc
- data/soil/US_SRR/gSSURGO_soil_12.nc
- data/soil/US_SRR/gSSURGO_soil_13.nc
- data/soil/US_SRR/gSSURGO_soil_14.nc
- data/soil/US_SRR/gSSURGO_soil_15.nc
- data/soil/US_SRR/gSSURGO_soil_16.nc
- data/soil/US_SRR/gSSURGO_soil_17.nc
- data/soil/US_SRR/gSSURGO_soil_18.nc
- data/soil/US_SRR/gSSURGO_soil_19.nc
- data/soil/US_SRR/gSSURGO_soil_20.nc
- data/soil/US_SRR/gSSURGO_soil_21.nc
-
-
-
-
-
-
- US_STJ
- 39.088
- -75.437
-
- default
-
- 39N_75.5W
- US_STJ
- 2016-01-01
- 2024-12-31
-
- 2016-01-01
- 2024-12-31
-
-
-
-
- data/ERA5_PEPRMT/ERA5_39N_75.5W/ERA5.1.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_39N_75.5W/ERA5.2.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_39N_75.5W/ERA5.3.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_39N_75.5W/ERA5.4.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_39N_75.5W/ERA5.5.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_39N_75.5W/ERA5.6.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_39N_75.5W/ERA5.7.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_39N_75.5W/ERA5.8.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_39N_75.5W/ERA5.9.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_39N_75.5W/ERA5.10.2016-01.2024-12.dat
-
-
-
-
- data/soil/US_STJ/gSSURGO_soil_2.nc
- data/soil/US_STJ/gSSURGO_soil_3.nc
- data/soil/US_STJ/gSSURGO_soil_4.nc
- data/soil/US_STJ/gSSURGO_soil_5.nc
- data/soil/US_STJ/gSSURGO_soil_6.nc
- data/soil/US_STJ/gSSURGO_soil_7.nc
- data/soil/US_STJ/gSSURGO_soil_8.nc
- data/soil/US_STJ/gSSURGO_soil_9.nc
- data/soil/US_STJ/gSSURGO_soil_10.nc
- data/soil/US_STJ/gSSURGO_soil_11.nc
- data/soil/US_STJ/gSSURGO_soil_12.nc
- data/soil/US_STJ/gSSURGO_soil_13.nc
- data/soil/US_STJ/gSSURGO_soil_14.nc
- data/soil/US_STJ/gSSURGO_soil_15.nc
- data/soil/US_STJ/gSSURGO_soil_16.nc
- data/soil/US_STJ/gSSURGO_soil_17.nc
- data/soil/US_STJ/gSSURGO_soil_18.nc
- data/soil/US_STJ/gSSURGO_soil_19.nc
- data/soil/US_STJ/gSSURGO_soil_20.nc
- data/soil/US_STJ/gSSURGO_soil_21.nc
-
-
-
-
-
-
- US_LA1
- 29.5013
- -90.4449
-
- default
-
- 29.5N_90.5W
- US_LA1
- 2016-01-01
- 2024-12-31
-
- 2016-01-01
- 2024-12-31
-
-
-
-
- data/ERA5_PEPRMT/ERA5_29.5N_90.5W/ERA5.1.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_29.5N_90.5W/ERA5.2.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_29.5N_90.5W/ERA5.3.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_29.5N_90.5W/ERA5.4.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_29.5N_90.5W/ERA5.5.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_29.5N_90.5W/ERA5.6.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_29.5N_90.5W/ERA5.7.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_29.5N_90.5W/ERA5.8.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_29.5N_90.5W/ERA5.9.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_29.5N_90.5W/ERA5.10.2016-01.2024-12.dat
-
-
-
-
- data/soil/US_LA1/gSSURGO_soil_2.nc
- data/soil/US_LA1/gSSURGO_soil_3.nc
- data/soil/US_LA1/gSSURGO_soil_4.nc
- data/soil/US_LA1/gSSURGO_soil_5.nc
- data/soil/US_LA1/gSSURGO_soil_6.nc
- data/soil/US_LA1/gSSURGO_soil_7.nc
- data/soil/US_LA1/gSSURGO_soil_8.nc
- data/soil/US_LA1/gSSURGO_soil_9.nc
- data/soil/US_LA1/gSSURGO_soil_10.nc
- data/soil/US_LA1/gSSURGO_soil_11.nc
- data/soil/US_LA1/gSSURGO_soil_12.nc
- data/soil/US_LA1/gSSURGO_soil_13.nc
- data/soil/US_LA1/gSSURGO_soil_14.nc
- data/soil/US_LA1/gSSURGO_soil_15.nc
- data/soil/US_LA1/gSSURGO_soil_16.nc
- data/soil/US_LA1/gSSURGO_soil_17.nc
- data/soil/US_LA1/gSSURGO_soil_18.nc
- data/soil/US_LA1/gSSURGO_soil_19.nc
- data/soil/US_LA1/gSSURGO_soil_20.nc
- data/soil/US_LA1/gSSURGO_soil_21.nc
-
-
-
-
-
-
- US_PLM
- 42.7345
- -70.8382
-
- default
-
- 42.5N_71W
- US_PLM
- 2016-01-01
- 2024-12-31
-
- 2016-01-01
- 2024-12-31
-
-
-
-
- data/ERA5_PEPRMT/ERA5_42.5N_71W/ERA5.1.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_42.5N_71W/ERA5.2.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_42.5N_71W/ERA5.3.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_42.5N_71W/ERA5.4.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_42.5N_71W/ERA5.5.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_42.5N_71W/ERA5.6.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_42.5N_71W/ERA5.7.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_42.5N_71W/ERA5.8.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_42.5N_71W/ERA5.9.2016-01.2024-12.dat
- data/ERA5_PEPRMT/ERA5_42.5N_71W/ERA5.10.2016-01.2024-12.dat
-
-
-
-
- data/soil/US_PLM/gSSURGO_soil_2.nc
- data/soil/US_PLM/gSSURGO_soil_3.nc
- data/soil/US_PLM/gSSURGO_soil_4.nc
- data/soil/US_PLM/gSSURGO_soil_5.nc
- data/soil/US_PLM/gSSURGO_soil_6.nc
- data/soil/US_PLM/gSSURGO_soil_7.nc
- data/soil/US_PLM/gSSURGO_soil_8.nc
- data/soil/US_PLM/gSSURGO_soil_9.nc
- data/soil/US_PLM/gSSURGO_soil_10.nc
- data/soil/US_PLM/gSSURGO_soil_11.nc
- data/soil/US_PLM/gSSURGO_soil_12.nc
- data/soil/US_PLM/gSSURGO_soil_13.nc
- data/soil/US_PLM/gSSURGO_soil_14.nc
- data/soil/US_PLM/gSSURGO_soil_15.nc
- data/soil/US_PLM/gSSURGO_soil_16.nc
- data/soil/US_PLM/gSSURGO_soil_17.nc
- data/soil/US_PLM/gSSURGO_soil_18.nc
- data/soil/US_PLM/gSSURGO_soil_19.nc
- data/soil/US_PLM/gSSURGO_soil_20.nc
- data/soil/US_PLM/gSSURGO_soil_21.nc
-
-
-
-
-
-
- localhost
- output/out
- output/run
-
-
- run
-
-
diff --git a/models/peprmt/demo_run/settings_inputdemo.xml b/models/peprmt/demo_run/settings_inputdemo.xml
new file mode 100644
index 0000000000..424714592f
--- /dev/null
+++ b/models/peprmt/demo_run/settings_inputdemo.xml
@@ -0,0 +1,149 @@
+
+
+
+ Compiled from template.xml at 2026-04-20 17:29:14.53096
+ -1
+
+
+ input_demo_out
+
+
+ default
+ data/pfts/default/post.distns.RData
+
+
+
+ 10
+ TotSoilCarb
+
+
+ uniform
+
+
+ sampling
+
+
+ 2014
+ 2024
+
+
+ peprmt_0_1_0
+ PEPRMT
+ 0.1.0
+ FALSE
+ /usr/local/bin/PEPRMT_v0.1.0
+
+
+
+
+ US_EDN
+ US_EDN
+ 37.615
+ -122.114
+ default
+ 2018-04-03
+ 2021-06-16
+ 37.5N_122W
+
+ 2018-04-03
+ 2021-06-16
+
+
+
+
+ data/met/ERA5_37.5N_122W/ERA5.1.2018-04-03.2021-06-16.dat
+ data/met/ERA5_37.5N_122W/ERA5.2.2018-04-03.2021-06-16.dat
+ data/met/ERA5_37.5N_122W/ERA5.3.2018-04-03.2021-06-16.dat
+ data/met/ERA5_37.5N_122W/ERA5.4.2018-04-03.2021-06-16.dat
+ data/met/ERA5_37.5N_122W/ERA5.5.2018-04-03.2021-06-16.dat
+ data/met/ERA5_37.5N_122W/ERA5.6.2018-04-03.2021-06-16.dat
+ data/met/ERA5_37.5N_122W/ERA5.7.2018-04-03.2021-06-16.dat
+ data/met/ERA5_37.5N_122W/ERA5.8.2018-04-03.2021-06-16.dat
+ data/met/ERA5_37.5N_122W/ERA5.9.2018-04-03.2021-06-16.dat
+ data/met/ERA5_37.5N_122W/ERA5.10.2018-04-03.2021-06-16.dat
+
+
+
+
+ data/PEPRMT_specific_inputs/US_EDN_formatted.csv
+
+
+
+
+
+ US_SRR
+ US_SRR
+ 38.2
+ -122.026
+ default
+ 2014-03-12
+ 2018-09-20
+ 38N_122W
+
+ 2014-03-12
+ 2018-09-20
+
+
+
+
+ data/met/ERA5_38N_122W/ERA5.1.2014-03-12.2018-09-20.dat
+ data/met/ERA5_38N_122W/ERA5.2.2014-03-12.2018-09-20.dat
+ data/met/ERA5_38N_122W/ERA5.3.2014-03-12.2018-09-20.dat
+ data/met/ERA5_38N_122W/ERA5.4.2014-03-12.2018-09-20.dat
+ data/met/ERA5_38N_122W/ERA5.5.2014-03-12.2018-09-20.dat
+ data/met/ERA5_38N_122W/ERA5.6.2014-03-12.2018-09-20.dat
+ data/met/ERA5_38N_122W/ERA5.7.2014-03-12.2018-09-20.dat
+ data/met/ERA5_38N_122W/ERA5.8.2014-03-12.2018-09-20.dat
+ data/met/ERA5_38N_122W/ERA5.9.2014-03-12.2018-09-20.dat
+ data/met/ERA5_38N_122W/ERA5.10.2014-03-12.2018-09-20.dat
+
+
+
+
+ data/PEPRMT_specific_inputs/US_SRR_formatted.csv
+
+
+
+
+
+ US_DMG
+ US_DMG
+ 38.0015
+ -121.6691
+ default
+ 2021-12-15
+ 2024-12-19
+ 38N_121.5W
+
+ 2021-12-15
+ 2024-12-19
+
+
+
+
+ data/met/ERA5_38N_121.5W/ERA5.1.2021-12-15.2024-12-19.dat
+ data/met/ERA5_38N_121.5W/ERA5.2.2021-12-15.2024-12-19.dat
+ data/met/ERA5_38N_121.5W/ERA5.3.2021-12-15.2024-12-19.dat
+ data/met/ERA5_38N_121.5W/ERA5.4.2021-12-15.2024-12-19.dat
+ data/met/ERA5_38N_121.5W/ERA5.5.2021-12-15.2024-12-19.dat
+ data/met/ERA5_38N_121.5W/ERA5.6.2021-12-15.2024-12-19.dat
+ data/met/ERA5_38N_121.5W/ERA5.7.2021-12-15.2024-12-19.dat
+ data/met/ERA5_38N_121.5W/ERA5.8.2021-12-15.2024-12-19.dat
+ data/met/ERA5_38N_121.5W/ERA5.9.2021-12-15.2024-12-19.dat
+ data/met/ERA5_38N_121.5W/ERA5.10.2021-12-15.2024-12-19.dat
+
+
+
+
+ data/PEPRMT_specific_inputs/US_DMG_formatted.csv
+
+
+
+
+
+ localhost
+
+
+ run
+
+
diff --git a/models/peprmt/inst/template.job b/models/peprmt/inst/template.job
index 26057962da..553e06f651 100644
--- a/models/peprmt/inst/template.job
+++ b/models/peprmt/inst/template.job
@@ -16,12 +16,9 @@ exec &> "$(realpath @OUTDIR@)/logfile.txt"
# Run PEPRMT
Rscript \
-e 'dat <- read.csv(file.path("@RUNDIR@", "run_data.csv"))' \
- -e 'res <- PEPRMT::run_PEPRMT(dat,
- GPP_theta = c(@GPP_THETA@),
- Reco_theta = c(@RECO_THETA@),
- CH4_theta = c(@CH4_THETA@),
- wetland_type = 2
- )' \
+ -e 'res <- do.call(PEPRMT::run_PEPRMT, c(@PARAMS@,
+ list(data = dat)
+ ))' \
-e 'write.csv(res, file.path("@OUTDIR@", "out.csv"), row.names = FALSE)'
# convert output to PEcAn format
diff --git a/models/peprmt/inst/xml_build.R b/models/peprmt/inst/xml_build.R
index 436bbf5cc8..463730532c 100644
--- a/models/peprmt/inst/xml_build.R
+++ b/models/peprmt/inst/xml_build.R
@@ -7,36 +7,38 @@ library(PEcAn.settings)
## Config section -- edit for your project
options <- list(
optparse::make_option("--n_ens",
- default = 20,
+ default = 3,
help = "number of ensemble simulations per site"
),
optparse::make_option("--n_met",
default = 10,
help = "number of met files available (ensemble will sample from all)"
),
- optparse::make_option("--start_date",
- default = "2016-01-01",
+ optparse::make_option(
+ "--start_date",
+ default = "2016-01-01",
help = paste(
"Date to begin simulations.",
"Ensure your IC files are valid for this date"
)
),
- optparse::make_option("--end_date",
+ optparse::make_option(
+ "--end_date",
default = "2024-12-31",
help = "Date to end simulations"
),
optparse::make_option("--met_dir",
- default = "data/ERA5_PEPRMT",
+ default = "data/met",
help = paste(
"Directory containing climate data.",
"Should contain subdirs named by site id"
)
),
- optparse::make_option("--soil_dir",
- default = "data/soil",
+ optparse::make_option("--peprmt_input_dir",
+ default = "data/PEPRMT_specific_inputs",
help = paste(
- "Directory containing netCDFs of soil data.",
- "Should contain subdirs named by site id"
+ "Directory containing csvs of PEPRMT-specific input data.",
+ "Includes salinity, nitrate, water level"
)
),
optparse::make_option("--site_file",
@@ -83,6 +85,7 @@ args <- optparse::OptionParser(option_list = options) |>
site_info <- read.csv(args$site_file)
+
stopifnot(
length(unique(site_info$id)) == nrow(site_info),
all(site_info$lat > 0), # just to simplify grid naming below
@@ -102,13 +105,13 @@ site_info <- site_info |>
name = id
)
-settings <- read.settings(args$template_file) |>
+settings_init <- read.settings(args$template_file) |>
setDates(args$start_date, args$end_date)
-settings$info$notes <- paste("Compiled from", args$template_file,
- "at", Sys.time())
-settings$ensemble$size <- args$n_ens
-# settings$run$inputs$poolinitcond$ensemble <- args$n_ens
+settings_init$info$notes <- paste("Compiled from", args$template_file,
+ "at", Sys.time())
+
+settings_init$ensemble$size <- args$n_ens
# Hack: setEnsemblePaths leaves all path components other than siteid
# identical across sites.
@@ -124,41 +127,60 @@ id2grid <- function(s) {
}
s
}
-
-add_soil_pft <- function(s) {
- s$run$site$site.pft <- list(veg = s$run$site$site.pft, soil = "soil")
+# Also replace start and end dates
+dates2grid <- function(s) {
+ for (p in seq_along(s$run$inputs$met$path)) {
+ s$run$inputs$met$path[[p]] <- gsub(
+ pattern = "DATES-HERE",
+ replacement = paste0(s$run$site$met.start, ".",
+ s$run$site$met.end),
+ x = s$run$inputs$met$path[[p]]
+ )
+ }
s
}
-settings <- settings |>
+settings <- settings_init |>
+
+ # Set where demo outputs go
+ # setOutDir("output") |>
+
+ # Set ensemble dates
+ # Note the run dates differ by site (overridden below);
+ # for ensemble we take a range that includes all.
+ setDates(min(site_info$met.start), max(site_info$met.end)) |>
+
+
+ # Takes all sites listed in site_info.csv,
+ # adds empty path templates to each `run$site.[siteid]`
createMultiSiteSettings(site_info) |>
+
+ # Set run start and end dates to match available met data
+ # (as hard-coded in site-info.csv -- consider getting from elsewhere?)
+ # If dates were equal for all sites, setDates() above this would handle this
+ papply(function(s) {
+ s$run$start.date <- s$run$site$met.start
+ s$run$end.date <- s$run$site$met.end
+ s
+ }) |>
+ # Declare naming scheme for met files.
+ # NB this creates paths in the XML that don't exist on disk yet --
+ # we'll create them in a separate operation below
setEnsemblePaths(
- n_reps = args$n_met,
+ n_reps = ensemble_size,
input_type = "met",
- path = args$met_dir,
- d1 = args$start_date |> as.Date() |> format("%Y-%m"),
- d2 = args$end_date |> as.Date() |> format("%Y-%m"),
- path_template = "{path}/ERA5_{id}/ERA5.{n}.{d1}.{d2}.dat"
+ path = file.path("data", "met"),
+ d1 = "DATES-HERE",
+ path_template = "{path}/ERA5_{id}/ERA5.{n}.{d1}.dat"
) |>
- papply(id2grid) |>
- # setEnsemblePaths(
- # n_reps = args$n_ens,
- # input_type = "poolinitcond",
- # path = args$ic_dir,
- # path_template = "{path}/{id}/IC_site_{id}_{n}.nc"
- # ) |>
setEnsemblePaths(
- n_reps = args$n_ens,
- input_type = "soil_physics",
- path = args$soil_dir,
- # n+1 bc current implementation of extract_soil_gSSURGO saves a
- # gSSURGO_soil_1.nc containing pseudo-layers from _every_
- # soil type found at site, then at least n more files after that
- # ("at least" bc it also writes at least 1 file per soil type)
- # TODO
- path_template = "{path}/{id}/gSSURGO_soil_{n+1}.nc"
+ n_reps = 1,
+ input_type = "PEPRMT",
+ path = file.path("data", "PEPRMT_specific_inputs"),
+ path_template = "{path}/{id}_formatted.csv"
) |>
- papply(add_soil_pft)
+ papply(id2grid) |> |>
+ papply(dates2grid)
# Update just the first component of the output directory,
# in all four places it's used.