cap <- function(x){
quantiles <- quantile( x, c(.05, 0.25, 0.75, .95 ) )
x[ x < quantiles[2] - 1.5*IQR(x) ] <- quantiles[1]
x[ x > quantiles[3] + 1.5*IQR(x) ] <- quantiles[4]
x
}Loading Files
library(tidyverse)## ── Attaching packages ───────────────────────────────────────────────────────────────────────────────── tidyverse 1.2.1 ──## ✔ ggplot2 3.0.0 ✔ purrr 0.2.5
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## ✖ dplyr::lag() masks stats::lag()library(xgboost)##
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## slicelibrary(magrittr)##
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## extractlibrary(Hmisc)## Loading required package: lattice## Loading required package: survival## Loading required package: Formula##
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## src, summarize## The following objects are masked from 'package:base':
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## nasalibrary(skimr)
library(data.table)##
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## transposelibrary(caret)##
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## liftlibrary(DT)
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## 'backports::isFALSE' when loading 'ParamHelpers'##
## Attaching package: 'mlr'## The following object is masked from 'package:caret':
##
## train## The following object is masked from 'package:Hmisc':
##
## imputelibrary(outliers)
library(lubridate)##
## Attaching package: 'lubridate'## The following objects are masked from 'package:data.table':
##
## hour, isoweek, mday, minute, month, quarter, second, wday,
## week, yday, year## The following object is masked from 'package:base':
##
## datelibrary(stringi)Loading Datasets
getwd()## [1] "/Users/mohammadrazzak/Documents/University/RMIT/Multivariate Analysis"setwd("/Users/mohammadrazzak/Documents/University/RMIT/APR/CR2")
Sys.setenv("R_MAX_VSIZE" = 8e9)
burbal <- read_csv("bureau_balance.csv") ## Parsed with column specification:
## cols(
## SK_ID_BUREAU = col_integer(),
## MONTHS_BALANCE = col_integer(),
## STATUS = col_character()
## )bur <- read_csv("bureau.csv")## Parsed with column specification:
## cols(
## SK_ID_CURR = col_integer(),
## SK_ID_BUREAU = col_integer(),
## CREDIT_ACTIVE = col_character(),
## CREDIT_CURRENCY = col_character(),
## DAYS_CREDIT = col_integer(),
## CREDIT_DAY_OVERDUE = col_integer(),
## DAYS_CREDIT_ENDDATE = col_double(),
## DAYS_ENDDATE_FACT = col_double(),
## AMT_CREDIT_MAX_OVERDUE = col_double(),
## CNT_CREDIT_PROLONG = col_integer(),
## AMT_CREDIT_SUM = col_double(),
## AMT_CREDIT_SUM_DEBT = col_double(),
## AMT_CREDIT_SUM_LIMIT = col_double(),
## AMT_CREDIT_SUM_OVERDUE = col_double(),
## CREDIT_TYPE = col_character(),
## DAYS_CREDIT_UPDATE = col_integer(),
## AMT_ANNUITY = col_double()
## )ccbal <- read_csv("credit_card_balance.csv")## Parsed with column specification:
## cols(
## .default = col_double(),
## SK_ID_PREV = col_integer(),
## SK_ID_CURR = col_integer(),
## MONTHS_BALANCE = col_integer(),
## AMT_CREDIT_LIMIT_ACTUAL = col_integer(),
## CNT_DRAWINGS_CURRENT = col_integer(),
## NAME_CONTRACT_STATUS = col_character(),
## SK_DPD = col_integer(),
## SK_DPD_DEF = col_integer()
## )## See spec(...) for full column specifications.payments <- read_csv("installments_payments.csv") ## Parsed with column specification:
## cols(
## SK_ID_PREV = col_integer(),
## SK_ID_CURR = col_integer(),
## NUM_INSTALMENT_VERSION = col_double(),
## NUM_INSTALMENT_NUMBER = col_integer(),
## DAYS_INSTALMENT = col_double(),
## DAYS_ENTRY_PAYMENT = col_double(),
## AMT_INSTALMENT = col_double(),
## AMT_PAYMENT = col_double()
## )pcbal <- read_csv("POS_CASH_balance.csv")## Parsed with column specification:
## cols(
## SK_ID_PREV = col_integer(),
## SK_ID_CURR = col_integer(),
## MONTHS_BALANCE = col_integer(),
## CNT_INSTALMENT = col_double(),
## CNT_INSTALMENT_FUTURE = col_double(),
## NAME_CONTRACT_STATUS = col_character(),
## SK_DPD = col_integer(),
## SK_DPD_DEF = col_integer()
## )prev <- read_csv("previous_application.csv")## Parsed with column specification:
## cols(
## .default = col_character(),
## SK_ID_PREV = col_integer(),
## SK_ID_CURR = col_integer(),
## AMT_ANNUITY = col_double(),
## AMT_APPLICATION = col_double(),
## AMT_CREDIT = col_double(),
## AMT_DOWN_PAYMENT = col_double(),
## AMT_GOODS_PRICE = col_double(),
## HOUR_APPR_PROCESS_START = col_integer(),
## NFLAG_LAST_APPL_IN_DAY = col_integer(),
## RATE_DOWN_PAYMENT = col_double(),
## RATE_INTEREST_PRIMARY = col_double(),
## RATE_INTEREST_PRIVILEGED = col_double(),
## DAYS_DECISION = col_integer(),
## SELLERPLACE_AREA = col_integer(),
## CNT_PAYMENT = col_double(),
## DAYS_FIRST_DRAWING = col_double(),
## DAYS_FIRST_DUE = col_double(),
## DAYS_LAST_DUE_1ST_VERSION = col_double(),
## DAYS_LAST_DUE = col_double(),
## DAYS_TERMINATION = col_double()
## # ... with 1 more columns
## )
## See spec(...) for full column specifications.train <- read_csv("application_train.csv") ## Parsed with column specification:
## cols(
## .default = col_double(),
## SK_ID_CURR = col_integer(),
## TARGET = col_integer(),
## NAME_CONTRACT_TYPE = col_character(),
## CODE_GENDER = col_character(),
## FLAG_OWN_CAR = col_character(),
## FLAG_OWN_REALTY = col_character(),
## CNT_CHILDREN = col_integer(),
## NAME_TYPE_SUITE = col_character(),
## NAME_INCOME_TYPE = col_character(),
## NAME_EDUCATION_TYPE = col_character(),
## NAME_FAMILY_STATUS = col_character(),
## NAME_HOUSING_TYPE = col_character(),
## DAYS_BIRTH = col_integer(),
## DAYS_EMPLOYED = col_integer(),
## DAYS_ID_PUBLISH = col_integer(),
## FLAG_MOBIL = col_integer(),
## FLAG_EMP_PHONE = col_integer(),
## FLAG_WORK_PHONE = col_integer(),
## FLAG_CONT_MOBILE = col_integer(),
## FLAG_PHONE = col_integer()
## # ... with 37 more columns
## )
## See spec(...) for full column specifications.test <- read_csv("application_test.csv")## Parsed with column specification:
## cols(
## .default = col_double(),
## SK_ID_CURR = col_integer(),
## NAME_CONTRACT_TYPE = col_character(),
## CODE_GENDER = col_character(),
## FLAG_OWN_CAR = col_character(),
## FLAG_OWN_REALTY = col_character(),
## CNT_CHILDREN = col_integer(),
## NAME_TYPE_SUITE = col_character(),
## NAME_INCOME_TYPE = col_character(),
## NAME_EDUCATION_TYPE = col_character(),
## NAME_FAMILY_STATUS = col_character(),
## NAME_HOUSING_TYPE = col_character(),
## DAYS_BIRTH = col_integer(),
## DAYS_EMPLOYED = col_integer(),
## DAYS_ID_PUBLISH = col_integer(),
## FLAG_MOBIL = col_integer(),
## FLAG_EMP_PHONE = col_integer(),
## FLAG_WORK_PHONE = col_integer(),
## FLAG_CONT_MOBILE = col_integer(),
## FLAG_PHONE = col_integer(),
## FLAG_EMAIL = col_integer()
## # ... with 36 more columns
## )
## See spec(...) for full column specifications.Joining Tables
func <- funs(sum, .args = list(na.rm = TRUE))
total_burbal <- burbal %>%
mutate_if(is.character, funs(factor(.) %>% as.integer)) %>%
group_by(SK_ID_BUREAU) %>%
summarise_all(funs(mean, .args = list(na.rm = TRUE)))
rm(burbal); gc()## used (Mb) gc trigger (Mb) max used (Mb)
## Ncells 2028790 108.4 3886542 207.6 3886542 207.6
## Vcells 340362513 2596.8 690126852 5265.3 556259673 4244.0total_bur <- bur %>%
left_join(total_burbal, by = "SK_ID_BUREAU") %>%
select(-SK_ID_BUREAU) %>%
mutate_if(is.character, funs(factor(.) %>% as.integer)) %>%
group_by(SK_ID_CURR) %>%
summarise_all(funs(mean, .args = list(na.rm = TRUE)))
rm(bur, total_burbal); gc()## used (Mb) gc trigger (Mb) max used (Mb)
## Ncells 2033724 108.7 3886542 207.6 3886542 207.6
## Vcells 319650097 2438.8 690126852 5265.3 556259673 4244.0total_ccbal <- ccbal %>%
select(-SK_ID_PREV) %>%
mutate_if(is.character, funs(factor(.) %>% as.integer)) %>%
group_by(SK_ID_CURR) %>%
summarise_all(funs(mean, .args = list(na.rm = TRUE)))
rm(ccbal); gc()## used (Mb) gc trigger (Mb) max used (Mb)
## Ncells 2033703 108.7 3886542 207.6 3886542 207.6
## Vcells 246990445 1884.4 690126852 5265.3 556259673 4244.0total_payments <- payments %>%
select(-SK_ID_PREV) %>%
mutate(PAYMENT_DIFF = AMT_INSTALMENT - AMT_PAYMENT,
DPD = DAYS_ENTRY_PAYMENT - DAYS_INSTALMENT,
DBD = DAYS_INSTALMENT - DAYS_ENTRY_PAYMENT,
DPD = ifelse(DPD > 0, DPD, 0),
DBD = ifelse(DBD > 0, DBD, 0)) %>%
group_by(SK_ID_CURR) %>%
summarise_all(funs(mean, .args = list(na.rm = TRUE)))
rm(payments); gc()## used (Mb) gc trigger (Mb) max used (Mb)
## Ncells 2033705 108.7 3886542 207.6 3886542 207.6
## Vcells 161781439 1234.3 552101481 4212.3 689522771 5260.7total_pcbal <- pcbal %>%
select(-SK_ID_PREV) %>%
mutate_if(is.character, funs(factor(.) %>% as.integer)) %>%
group_by(SK_ID_CURR) %>%
summarise_all(funs(mean, .args = list(na.rm = TRUE)))
rm(pcbal); gc()## used (Mb) gc trigger (Mb) max used (Mb)
## Ncells 2033682 108.7 3886542 207.6 3886542 207.6
## Vcells 108966086 831.4 441681184 3369.8 689522771 5260.7total_prev <- prev %>%
select(-SK_ID_PREV) %>%
mutate_if(is.character, funs(factor(.) %>% as.integer)) %>%
mutate(DAYS_FIRST_DRAWING = ifelse(DAYS_FIRST_DRAWING == 365243, NA, DAYS_FIRST_DRAWING),
DAYS_FIRST_DUE = ifelse(DAYS_FIRST_DUE == 365243, NA, DAYS_FIRST_DUE),
DAYS_LAST_DUE_1ST_VERSION = ifelse(DAYS_LAST_DUE_1ST_VERSION == 365243, NA, DAYS_LAST_DUE_1ST_VERSION),
DAYS_LAST_DUE = ifelse(DAYS_LAST_DUE == 365243, NA, DAYS_LAST_DUE),
DAYS_TERMINATION = ifelse(DAYS_TERMINATION == 365243, NA, DAYS_TERMINATION)) %>%
group_by(SK_ID_CURR) %>%
summarise_all(funs(mean, .args = list(na.rm = TRUE)))
rm(prev); gc()## used (Mb) gc trigger (Mb) max used (Mb)
## Ncells 2033538 108.7 3886542 207.6 3886542 207.6
## Vcells 64207847 489.9 353344947 2695.9 689522771 5260.7fullset <- train %>%
left_join(total_bur, by = "SK_ID_CURR") %>%
left_join(total_ccbal, by = "SK_ID_CURR") %>%
left_join(total_payments, by = "SK_ID_CURR") %>%
left_join(total_pcbal, by = "SK_ID_CURR") %>%
left_join(total_prev, by = "SK_ID_CURR") %>%
mutate_if(is.character, funs(factor(.) %>% as.integer)) %>%
mutate(na = apply(., 1, function(x) sum(is.na(x))))
rm(func, total_bur, total_ccbal, total_payments, total_pcbal, total_prev); gc()## used (Mb) gc trigger (Mb) max used (Mb)
## Ncells 2034997 108.7 3886542 207.6 3886542 207.6
## Vcells 95152765 726.0 282675957 2156.7 689522771 5260.7Dealing with missing values
colSums(is.na(fullset))## SK_ID_CURR TARGET
## 0 0
## NAME_CONTRACT_TYPE.x CODE_GENDER
## 0 0
## FLAG_OWN_CAR FLAG_OWN_REALTY
## 0 0
## CNT_CHILDREN AMT_INCOME_TOTAL
## 0 0
## AMT_CREDIT.x AMT_ANNUITY.x
## 0 12
## AMT_GOODS_PRICE.x NAME_TYPE_SUITE.x
## 278 1292
## NAME_INCOME_TYPE NAME_EDUCATION_TYPE
## 0 0
## NAME_FAMILY_STATUS NAME_HOUSING_TYPE
## 0 0
## REGION_POPULATION_RELATIVE DAYS_BIRTH
## 0 0
## DAYS_EMPLOYED DAYS_REGISTRATION
## 0 0
## DAYS_ID_PUBLISH OWN_CAR_AGE
## 0 202929
## FLAG_MOBIL FLAG_EMP_PHONE
## 0 0
## FLAG_WORK_PHONE FLAG_CONT_MOBILE
## 0 0
## FLAG_PHONE FLAG_EMAIL
## 0 0
## OCCUPATION_TYPE CNT_FAM_MEMBERS
## 96391 2
## REGION_RATING_CLIENT REGION_RATING_CLIENT_W_CITY
## 0 0
## WEEKDAY_APPR_PROCESS_START.x HOUR_APPR_PROCESS_START.x
## 0 0
## REG_REGION_NOT_LIVE_REGION REG_REGION_NOT_WORK_REGION
## 0 0
## LIVE_REGION_NOT_WORK_REGION REG_CITY_NOT_LIVE_CITY
## 0 0
## REG_CITY_NOT_WORK_CITY LIVE_CITY_NOT_WORK_CITY
## 0 0
## ORGANIZATION_TYPE EXT_SOURCE_1
## 0 173378
## EXT_SOURCE_2 EXT_SOURCE_3
## 660 60965
## APARTMENTS_AVG BASEMENTAREA_AVG
## 156061 179943
## YEARS_BEGINEXPLUATATION_AVG YEARS_BUILD_AVG
## 150007 204488
## COMMONAREA_AVG ELEVATORS_AVG
## 214865 163891
## ENTRANCES_AVG FLOORSMAX_AVG
## 154828 153020
## FLOORSMIN_AVG LANDAREA_AVG
## 208642 182590
## LIVINGAPARTMENTS_AVG LIVINGAREA_AVG
## 210199 154350
## NONLIVINGAPARTMENTS_AVG NONLIVINGAREA_AVG
## 213514 169682
## APARTMENTS_MODE BASEMENTAREA_MODE
## 156061 179943
## YEARS_BEGINEXPLUATATION_MODE YEARS_BUILD_MODE
## 150007 204488
## COMMONAREA_MODE ELEVATORS_MODE
## 214865 163891
## ENTRANCES_MODE FLOORSMAX_MODE
## 154828 153020
## FLOORSMIN_MODE LANDAREA_MODE
## 208642 182590
## LIVINGAPARTMENTS_MODE LIVINGAREA_MODE
## 210199 154350
## NONLIVINGAPARTMENTS_MODE NONLIVINGAREA_MODE
## 213514 169682
## APARTMENTS_MEDI BASEMENTAREA_MEDI
## 156061 179943
## YEARS_BEGINEXPLUATATION_MEDI YEARS_BUILD_MEDI
## 150007 204488
## COMMONAREA_MEDI ELEVATORS_MEDI
## 214865 163891
## ENTRANCES_MEDI FLOORSMAX_MEDI
## 154828 153020
## FLOORSMIN_MEDI LANDAREA_MEDI
## 208642 182590
## LIVINGAPARTMENTS_MEDI LIVINGAREA_MEDI
## 210199 154350
## NONLIVINGAPARTMENTS_MEDI NONLIVINGAREA_MEDI
## 213514 169682
## FONDKAPREMONT_MODE HOUSETYPE_MODE
## 210295 154297
## TOTALAREA_MODE WALLSMATERIAL_MODE
## 148431 156341
## EMERGENCYSTATE_MODE OBS_30_CNT_SOCIAL_CIRCLE
## 145755 1021
## DEF_30_CNT_SOCIAL_CIRCLE OBS_60_CNT_SOCIAL_CIRCLE
## 1021 1021
## DEF_60_CNT_SOCIAL_CIRCLE DAYS_LAST_PHONE_CHANGE
## 1021 1
## FLAG_DOCUMENT_2 FLAG_DOCUMENT_3
## 0 0
## FLAG_DOCUMENT_4 FLAG_DOCUMENT_5
## 0 0
## FLAG_DOCUMENT_6 FLAG_DOCUMENT_7
## 0 0
## FLAG_DOCUMENT_8 FLAG_DOCUMENT_9
## 0 0
## FLAG_DOCUMENT_10 FLAG_DOCUMENT_11
## 0 0
## FLAG_DOCUMENT_12 FLAG_DOCUMENT_13
## 0 0
## FLAG_DOCUMENT_14 FLAG_DOCUMENT_15
## 0 0
## FLAG_DOCUMENT_16 FLAG_DOCUMENT_17
## 0 0
## FLAG_DOCUMENT_18 FLAG_DOCUMENT_19
## 0 0
## FLAG_DOCUMENT_20 FLAG_DOCUMENT_21
## 0 0
## AMT_REQ_CREDIT_BUREAU_HOUR AMT_REQ_CREDIT_BUREAU_DAY
## 41519 41519
## AMT_REQ_CREDIT_BUREAU_WEEK AMT_REQ_CREDIT_BUREAU_MON
## 41519 41519
## AMT_REQ_CREDIT_BUREAU_QRT AMT_REQ_CREDIT_BUREAU_YEAR
## 41519 41519
## CREDIT_ACTIVE CREDIT_CURRENCY
## 44020 44020
## DAYS_CREDIT CREDIT_DAY_OVERDUE
## 44020 44020
## DAYS_CREDIT_ENDDATE DAYS_ENDDATE_FACT
## 46269 77156
## AMT_CREDIT_MAX_OVERDUE CNT_CREDIT_PROLONG
## 123625 44020
## AMT_CREDIT_SUM AMT_CREDIT_SUM_DEBT
## 44021 51380
## AMT_CREDIT_SUM_LIMIT AMT_CREDIT_SUM_OVERDUE
## 65069 44020
## CREDIT_TYPE DAYS_CREDIT_UPDATE
## 44020 44020
## AMT_ANNUITY.y MONTHS_BALANCE.x
## 227502 215280
## STATUS MONTHS_BALANCE.y
## 215280 220606
## AMT_BALANCE AMT_CREDIT_LIMIT_ACTUAL
## 220606 220606
## AMT_DRAWINGS_ATM_CURRENT AMT_DRAWINGS_CURRENT
## 246371 220606
## AMT_DRAWINGS_OTHER_CURRENT AMT_DRAWINGS_POS_CURRENT
## 246371 246371
## AMT_INST_MIN_REGULARITY AMT_PAYMENT_CURRENT
## 220606 246451
## AMT_PAYMENT_TOTAL_CURRENT AMT_RECEIVABLE_PRINCIPAL
## 220606 220606
## AMT_RECIVABLE AMT_TOTAL_RECEIVABLE
## 220606 220606
## CNT_DRAWINGS_ATM_CURRENT CNT_DRAWINGS_CURRENT
## 246371 220606
## CNT_DRAWINGS_OTHER_CURRENT CNT_DRAWINGS_POS_CURRENT
## 246371 246371
## CNT_INSTALMENT_MATURE_CUM NAME_CONTRACT_STATUS.x
## 220606 220606
## SK_DPD.x SK_DPD_DEF.x
## 220606 220606
## NUM_INSTALMENT_VERSION NUM_INSTALMENT_NUMBER
## 15868 15868
## DAYS_INSTALMENT DAYS_ENTRY_PAYMENT
## 15868 15876
## AMT_INSTALMENT AMT_PAYMENT
## 15868 15876
## PAYMENT_DIFF DPD
## 15876 15876
## DBD MONTHS_BALANCE
## 15876 18067
## CNT_INSTALMENT CNT_INSTALMENT_FUTURE
## 18091 18091
## NAME_CONTRACT_STATUS.y SK_DPD.y
## 18067 18067
## SK_DPD_DEF.y NAME_CONTRACT_TYPE.y
## 18067 16454
## AMT_ANNUITY AMT_APPLICATION
## 16871 16454
## AMT_CREDIT.y AMT_DOWN_PAYMENT
## 16454 33906
## AMT_GOODS_PRICE.y WEEKDAY_APPR_PROCESS_START.y
## 17429 16454
## HOUR_APPR_PROCESS_START.y FLAG_LAST_APPL_PER_CONTRACT
## 16454 16454
## NFLAG_LAST_APPL_IN_DAY RATE_DOWN_PAYMENT
## 16454 33906
## RATE_INTEREST_PRIMARY RATE_INTEREST_PRIVILEGED
## 302902 302902
## NAME_CASH_LOAN_PURPOSE NAME_CONTRACT_STATUS
## 16454 16454
## DAYS_DECISION NAME_PAYMENT_TYPE
## 16454 16454
## CODE_REJECT_REASON NAME_TYPE_SUITE.y
## 16454 61921
## NAME_CLIENT_TYPE NAME_GOODS_CATEGORY
## 16454 16454
## NAME_PORTFOLIO NAME_PRODUCT_TYPE
## 16454 16454
## CHANNEL_TYPE SELLERPLACE_AREA
## 16454 16454
## NAME_SELLER_INDUSTRY CNT_PAYMENT
## 16454 16869
## NAME_YIELD_GROUP PRODUCT_COMBINATION
## 16454 16454
## DAYS_FIRST_DRAWING DAYS_FIRST_DUE
## 254159 18281
## DAYS_LAST_DUE_1ST_VERSION DAYS_LAST_DUE
## 20492 38399
## DAYS_TERMINATION NFLAG_INSURED_ON_APPROVAL
## 40497 17751
## na
## 0## Imputing mean values in the full set + check for special
fullset_impute <- data.frame(
sapply(
fullset,
function(x) ifelse(is.na(x),
mean(x, na.rm = TRUE),
x)))
colSums(is.na(fullset_impute))## SK_ID_CURR TARGET
## 0 0
## NAME_CONTRACT_TYPE.x CODE_GENDER
## 0 0
## FLAG_OWN_CAR FLAG_OWN_REALTY
## 0 0
## CNT_CHILDREN AMT_INCOME_TOTAL
## 0 0
## AMT_CREDIT.x AMT_ANNUITY.x
## 0 0
## AMT_GOODS_PRICE.x NAME_TYPE_SUITE.x
## 0 0
## NAME_INCOME_TYPE NAME_EDUCATION_TYPE
## 0 0
## NAME_FAMILY_STATUS NAME_HOUSING_TYPE
## 0 0
## REGION_POPULATION_RELATIVE DAYS_BIRTH
## 0 0
## DAYS_EMPLOYED DAYS_REGISTRATION
## 0 0
## DAYS_ID_PUBLISH OWN_CAR_AGE
## 0 0
## FLAG_MOBIL FLAG_EMP_PHONE
## 0 0
## FLAG_WORK_PHONE FLAG_CONT_MOBILE
## 0 0
## FLAG_PHONE FLAG_EMAIL
## 0 0
## OCCUPATION_TYPE CNT_FAM_MEMBERS
## 0 0
## REGION_RATING_CLIENT REGION_RATING_CLIENT_W_CITY
## 0 0
## WEEKDAY_APPR_PROCESS_START.x HOUR_APPR_PROCESS_START.x
## 0 0
## REG_REGION_NOT_LIVE_REGION REG_REGION_NOT_WORK_REGION
## 0 0
## LIVE_REGION_NOT_WORK_REGION REG_CITY_NOT_LIVE_CITY
## 0 0
## REG_CITY_NOT_WORK_CITY LIVE_CITY_NOT_WORK_CITY
## 0 0
## ORGANIZATION_TYPE EXT_SOURCE_1
## 0 0
## EXT_SOURCE_2 EXT_SOURCE_3
## 0 0
## APARTMENTS_AVG BASEMENTAREA_AVG
## 0 0
## YEARS_BEGINEXPLUATATION_AVG YEARS_BUILD_AVG
## 0 0
## COMMONAREA_AVG ELEVATORS_AVG
## 0 0
## ENTRANCES_AVG FLOORSMAX_AVG
## 0 0
## FLOORSMIN_AVG LANDAREA_AVG
## 0 0
## LIVINGAPARTMENTS_AVG LIVINGAREA_AVG
## 0 0
## NONLIVINGAPARTMENTS_AVG NONLIVINGAREA_AVG
## 0 0
## APARTMENTS_MODE BASEMENTAREA_MODE
## 0 0
## YEARS_BEGINEXPLUATATION_MODE YEARS_BUILD_MODE
## 0 0
## COMMONAREA_MODE ELEVATORS_MODE
## 0 0
## ENTRANCES_MODE FLOORSMAX_MODE
## 0 0
## FLOORSMIN_MODE LANDAREA_MODE
## 0 0
## LIVINGAPARTMENTS_MODE LIVINGAREA_MODE
## 0 0
## NONLIVINGAPARTMENTS_MODE NONLIVINGAREA_MODE
## 0 0
## APARTMENTS_MEDI BASEMENTAREA_MEDI
## 0 0
## YEARS_BEGINEXPLUATATION_MEDI YEARS_BUILD_MEDI
## 0 0
## COMMONAREA_MEDI ELEVATORS_MEDI
## 0 0
## ENTRANCES_MEDI FLOORSMAX_MEDI
## 0 0
## FLOORSMIN_MEDI LANDAREA_MEDI
## 0 0
## LIVINGAPARTMENTS_MEDI LIVINGAREA_MEDI
## 0 0
## NONLIVINGAPARTMENTS_MEDI NONLIVINGAREA_MEDI
## 0 0
## FONDKAPREMONT_MODE HOUSETYPE_MODE
## 0 0
## TOTALAREA_MODE WALLSMATERIAL_MODE
## 0 0
## EMERGENCYSTATE_MODE OBS_30_CNT_SOCIAL_CIRCLE
## 0 0
## DEF_30_CNT_SOCIAL_CIRCLE OBS_60_CNT_SOCIAL_CIRCLE
## 0 0
## DEF_60_CNT_SOCIAL_CIRCLE DAYS_LAST_PHONE_CHANGE
## 0 0
## FLAG_DOCUMENT_2 FLAG_DOCUMENT_3
## 0 0
## FLAG_DOCUMENT_4 FLAG_DOCUMENT_5
## 0 0
## FLAG_DOCUMENT_6 FLAG_DOCUMENT_7
## 0 0
## FLAG_DOCUMENT_8 FLAG_DOCUMENT_9
## 0 0
## FLAG_DOCUMENT_10 FLAG_DOCUMENT_11
## 0 0
## FLAG_DOCUMENT_12 FLAG_DOCUMENT_13
## 0 0
## FLAG_DOCUMENT_14 FLAG_DOCUMENT_15
## 0 0
## FLAG_DOCUMENT_16 FLAG_DOCUMENT_17
## 0 0
## FLAG_DOCUMENT_18 FLAG_DOCUMENT_19
## 0 0
## FLAG_DOCUMENT_20 FLAG_DOCUMENT_21
## 0 0
## AMT_REQ_CREDIT_BUREAU_HOUR AMT_REQ_CREDIT_BUREAU_DAY
## 0 0
## AMT_REQ_CREDIT_BUREAU_WEEK AMT_REQ_CREDIT_BUREAU_MON
## 0 0
## AMT_REQ_CREDIT_BUREAU_QRT AMT_REQ_CREDIT_BUREAU_YEAR
## 0 0
## CREDIT_ACTIVE CREDIT_CURRENCY
## 0 0
## DAYS_CREDIT CREDIT_DAY_OVERDUE
## 0 0
## DAYS_CREDIT_ENDDATE DAYS_ENDDATE_FACT
## 0 0
## AMT_CREDIT_MAX_OVERDUE CNT_CREDIT_PROLONG
## 0 0
## AMT_CREDIT_SUM AMT_CREDIT_SUM_DEBT
## 0 0
## AMT_CREDIT_SUM_LIMIT AMT_CREDIT_SUM_OVERDUE
## 0 0
## CREDIT_TYPE DAYS_CREDIT_UPDATE
## 0 0
## AMT_ANNUITY.y MONTHS_BALANCE.x
## 0 0
## STATUS MONTHS_BALANCE.y
## 0 0
## AMT_BALANCE AMT_CREDIT_LIMIT_ACTUAL
## 0 0
## AMT_DRAWINGS_ATM_CURRENT AMT_DRAWINGS_CURRENT
## 0 0
## AMT_DRAWINGS_OTHER_CURRENT AMT_DRAWINGS_POS_CURRENT
## 0 0
## AMT_INST_MIN_REGULARITY AMT_PAYMENT_CURRENT
## 0 0
## AMT_PAYMENT_TOTAL_CURRENT AMT_RECEIVABLE_PRINCIPAL
## 0 0
## AMT_RECIVABLE AMT_TOTAL_RECEIVABLE
## 0 0
## CNT_DRAWINGS_ATM_CURRENT CNT_DRAWINGS_CURRENT
## 0 0
## CNT_DRAWINGS_OTHER_CURRENT CNT_DRAWINGS_POS_CURRENT
## 0 0
## CNT_INSTALMENT_MATURE_CUM NAME_CONTRACT_STATUS.x
## 0 0
## SK_DPD.x SK_DPD_DEF.x
## 0 0
## NUM_INSTALMENT_VERSION NUM_INSTALMENT_NUMBER
## 0 0
## DAYS_INSTALMENT DAYS_ENTRY_PAYMENT
## 0 0
## AMT_INSTALMENT AMT_PAYMENT
## 0 0
## PAYMENT_DIFF DPD
## 0 0
## DBD MONTHS_BALANCE
## 0 0
## CNT_INSTALMENT CNT_INSTALMENT_FUTURE
## 0 0
## NAME_CONTRACT_STATUS.y SK_DPD.y
## 0 0
## SK_DPD_DEF.y NAME_CONTRACT_TYPE.y
## 0 0
## AMT_ANNUITY AMT_APPLICATION
## 0 0
## AMT_CREDIT.y AMT_DOWN_PAYMENT
## 0 0
## AMT_GOODS_PRICE.y WEEKDAY_APPR_PROCESS_START.y
## 0 0
## HOUR_APPR_PROCESS_START.y FLAG_LAST_APPL_PER_CONTRACT
## 0 0
## NFLAG_LAST_APPL_IN_DAY RATE_DOWN_PAYMENT
## 0 0
## RATE_INTEREST_PRIMARY RATE_INTEREST_PRIVILEGED
## 0 0
## NAME_CASH_LOAN_PURPOSE NAME_CONTRACT_STATUS
## 0 0
## DAYS_DECISION NAME_PAYMENT_TYPE
## 0 0
## CODE_REJECT_REASON NAME_TYPE_SUITE.y
## 0 0
## NAME_CLIENT_TYPE NAME_GOODS_CATEGORY
## 0 0
## NAME_PORTFOLIO NAME_PRODUCT_TYPE
## 0 0
## CHANNEL_TYPE SELLERPLACE_AREA
## 0 0
## NAME_SELLER_INDUSTRY CNT_PAYMENT
## 0 0
## NAME_YIELD_GROUP PRODUCT_COMBINATION
## 0 0
## DAYS_FIRST_DRAWING DAYS_FIRST_DUE
## 0 0
## DAYS_LAST_DUE_1ST_VERSION DAYS_LAST_DUE
## 0 0
## DAYS_TERMINATION NFLAG_INSURED_ON_APPROVAL
## 0 0
## na
## 0is.special <- function(x){
if (is.numeric(x)) !is.finite(x) else is.na(x)
}
sum(is.special(fullset_impute))## [1] 0Feature selection
task = makeRegrTask(data = fullset_impute, target = "TARGET")
getTaskFeatureNames(task)## [1] "SK_ID_CURR" "NAME_CONTRACT_TYPE.x"
## [3] "CODE_GENDER" "FLAG_OWN_CAR"
## [5] "FLAG_OWN_REALTY" "CNT_CHILDREN"
## [7] "AMT_INCOME_TOTAL" "AMT_CREDIT.x"
## [9] "AMT_ANNUITY.x" "AMT_GOODS_PRICE.x"
## [11] "NAME_TYPE_SUITE.x" "NAME_INCOME_TYPE"
## [13] "NAME_EDUCATION_TYPE" "NAME_FAMILY_STATUS"
## [15] "NAME_HOUSING_TYPE" "REGION_POPULATION_RELATIVE"
## [17] "DAYS_BIRTH" "DAYS_EMPLOYED"
## [19] "DAYS_REGISTRATION" "DAYS_ID_PUBLISH"
## [21] "OWN_CAR_AGE" "FLAG_MOBIL"
## [23] "FLAG_EMP_PHONE" "FLAG_WORK_PHONE"
## [25] "FLAG_CONT_MOBILE" "FLAG_PHONE"
## [27] "FLAG_EMAIL" "OCCUPATION_TYPE"
## [29] "CNT_FAM_MEMBERS" "REGION_RATING_CLIENT"
## [31] "REGION_RATING_CLIENT_W_CITY" "WEEKDAY_APPR_PROCESS_START.x"
## [33] "HOUR_APPR_PROCESS_START.x" "REG_REGION_NOT_LIVE_REGION"
## [35] "REG_REGION_NOT_WORK_REGION" "LIVE_REGION_NOT_WORK_REGION"
## [37] "REG_CITY_NOT_LIVE_CITY" "REG_CITY_NOT_WORK_CITY"
## [39] "LIVE_CITY_NOT_WORK_CITY" "ORGANIZATION_TYPE"
## [41] "EXT_SOURCE_1" "EXT_SOURCE_2"
## [43] "EXT_SOURCE_3" "APARTMENTS_AVG"
## [45] "BASEMENTAREA_AVG" "YEARS_BEGINEXPLUATATION_AVG"
## [47] "YEARS_BUILD_AVG" "COMMONAREA_AVG"
## [49] "ELEVATORS_AVG" "ENTRANCES_AVG"
## [51] "FLOORSMAX_AVG" "FLOORSMIN_AVG"
## [53] "LANDAREA_AVG" "LIVINGAPARTMENTS_AVG"
## [55] "LIVINGAREA_AVG" "NONLIVINGAPARTMENTS_AVG"
## [57] "NONLIVINGAREA_AVG" "APARTMENTS_MODE"
## [59] "BASEMENTAREA_MODE" "YEARS_BEGINEXPLUATATION_MODE"
## [61] "YEARS_BUILD_MODE" "COMMONAREA_MODE"
## [63] "ELEVATORS_MODE" "ENTRANCES_MODE"
## [65] "FLOORSMAX_MODE" "FLOORSMIN_MODE"
## [67] "LANDAREA_MODE" "LIVINGAPARTMENTS_MODE"
## [69] "LIVINGAREA_MODE" "NONLIVINGAPARTMENTS_MODE"
## [71] "NONLIVINGAREA_MODE" "APARTMENTS_MEDI"
## [73] "BASEMENTAREA_MEDI" "YEARS_BEGINEXPLUATATION_MEDI"
## [75] "YEARS_BUILD_MEDI" "COMMONAREA_MEDI"
## [77] "ELEVATORS_MEDI" "ENTRANCES_MEDI"
## [79] "FLOORSMAX_MEDI" "FLOORSMIN_MEDI"
## [81] "LANDAREA_MEDI" "LIVINGAPARTMENTS_MEDI"
## [83] "LIVINGAREA_MEDI" "NONLIVINGAPARTMENTS_MEDI"
## [85] "NONLIVINGAREA_MEDI" "FONDKAPREMONT_MODE"
## [87] "HOUSETYPE_MODE" "TOTALAREA_MODE"
## [89] "WALLSMATERIAL_MODE" "EMERGENCYSTATE_MODE"
## [91] "OBS_30_CNT_SOCIAL_CIRCLE" "DEF_30_CNT_SOCIAL_CIRCLE"
## [93] "OBS_60_CNT_SOCIAL_CIRCLE" "DEF_60_CNT_SOCIAL_CIRCLE"
## [95] "DAYS_LAST_PHONE_CHANGE" "FLAG_DOCUMENT_2"
## [97] "FLAG_DOCUMENT_3" "FLAG_DOCUMENT_4"
## [99] "FLAG_DOCUMENT_5" "FLAG_DOCUMENT_6"
## [101] "FLAG_DOCUMENT_7" "FLAG_DOCUMENT_8"
## [103] "FLAG_DOCUMENT_9" "FLAG_DOCUMENT_10"
## [105] "FLAG_DOCUMENT_11" "FLAG_DOCUMENT_12"
## [107] "FLAG_DOCUMENT_13" "FLAG_DOCUMENT_14"
## [109] "FLAG_DOCUMENT_15" "FLAG_DOCUMENT_16"
## [111] "FLAG_DOCUMENT_17" "FLAG_DOCUMENT_18"
## [113] "FLAG_DOCUMENT_19" "FLAG_DOCUMENT_20"
## [115] "FLAG_DOCUMENT_21" "AMT_REQ_CREDIT_BUREAU_HOUR"
## [117] "AMT_REQ_CREDIT_BUREAU_DAY" "AMT_REQ_CREDIT_BUREAU_WEEK"
## [119] "AMT_REQ_CREDIT_BUREAU_MON" "AMT_REQ_CREDIT_BUREAU_QRT"
## [121] "AMT_REQ_CREDIT_BUREAU_YEAR" "CREDIT_ACTIVE"
## [123] "CREDIT_CURRENCY" "DAYS_CREDIT"
## [125] "CREDIT_DAY_OVERDUE" "DAYS_CREDIT_ENDDATE"
## [127] "DAYS_ENDDATE_FACT" "AMT_CREDIT_MAX_OVERDUE"
## [129] "CNT_CREDIT_PROLONG" "AMT_CREDIT_SUM"
## [131] "AMT_CREDIT_SUM_DEBT" "AMT_CREDIT_SUM_LIMIT"
## [133] "AMT_CREDIT_SUM_OVERDUE" "CREDIT_TYPE"
## [135] "DAYS_CREDIT_UPDATE" "AMT_ANNUITY.y"
## [137] "MONTHS_BALANCE.x" "STATUS"
## [139] "MONTHS_BALANCE.y" "AMT_BALANCE"
## [141] "AMT_CREDIT_LIMIT_ACTUAL" "AMT_DRAWINGS_ATM_CURRENT"
## [143] "AMT_DRAWINGS_CURRENT" "AMT_DRAWINGS_OTHER_CURRENT"
## [145] "AMT_DRAWINGS_POS_CURRENT" "AMT_INST_MIN_REGULARITY"
## [147] "AMT_PAYMENT_CURRENT" "AMT_PAYMENT_TOTAL_CURRENT"
## [149] "AMT_RECEIVABLE_PRINCIPAL" "AMT_RECIVABLE"
## [151] "AMT_TOTAL_RECEIVABLE" "CNT_DRAWINGS_ATM_CURRENT"
## [153] "CNT_DRAWINGS_CURRENT" "CNT_DRAWINGS_OTHER_CURRENT"
## [155] "CNT_DRAWINGS_POS_CURRENT" "CNT_INSTALMENT_MATURE_CUM"
## [157] "NAME_CONTRACT_STATUS.x" "SK_DPD.x"
## [159] "SK_DPD_DEF.x" "NUM_INSTALMENT_VERSION"
## [161] "NUM_INSTALMENT_NUMBER" "DAYS_INSTALMENT"
## [163] "DAYS_ENTRY_PAYMENT" "AMT_INSTALMENT"
## [165] "AMT_PAYMENT" "PAYMENT_DIFF"
## [167] "DPD" "DBD"
## [169] "MONTHS_BALANCE" "CNT_INSTALMENT"
## [171] "CNT_INSTALMENT_FUTURE" "NAME_CONTRACT_STATUS.y"
## [173] "SK_DPD.y" "SK_DPD_DEF.y"
## [175] "NAME_CONTRACT_TYPE.y" "AMT_ANNUITY"
## [177] "AMT_APPLICATION" "AMT_CREDIT.y"
## [179] "AMT_DOWN_PAYMENT" "AMT_GOODS_PRICE.y"
## [181] "WEEKDAY_APPR_PROCESS_START.y" "HOUR_APPR_PROCESS_START.y"
## [183] "FLAG_LAST_APPL_PER_CONTRACT" "NFLAG_LAST_APPL_IN_DAY"
## [185] "RATE_DOWN_PAYMENT" "RATE_INTEREST_PRIMARY"
## [187] "RATE_INTEREST_PRIVILEGED" "NAME_CASH_LOAN_PURPOSE"
## [189] "NAME_CONTRACT_STATUS" "DAYS_DECISION"
## [191] "NAME_PAYMENT_TYPE" "CODE_REJECT_REASON"
## [193] "NAME_TYPE_SUITE.y" "NAME_CLIENT_TYPE"
## [195] "NAME_GOODS_CATEGORY" "NAME_PORTFOLIO"
## [197] "NAME_PRODUCT_TYPE" "CHANNEL_TYPE"
## [199] "SELLERPLACE_AREA" "NAME_SELLER_INDUSTRY"
## [201] "CNT_PAYMENT" "NAME_YIELD_GROUP"
## [203] "PRODUCT_COMBINATION" "DAYS_FIRST_DRAWING"
## [205] "DAYS_FIRST_DUE" "DAYS_LAST_DUE_1ST_VERSION"
## [207] "DAYS_LAST_DUE" "DAYS_TERMINATION"
## [209] "NFLAG_INSURED_ON_APPROVAL" "na"filtered.task = filterFeatures(task, method = "linear.correlation", abs = 100)getTaskFeatureNames(filtered.task) ## [1] "NAME_CONTRACT_TYPE.x" "CODE_GENDER"
## [3] "FLAG_OWN_CAR" "CNT_CHILDREN"
## [5] "AMT_CREDIT.x" "AMT_GOODS_PRICE.x"
## [7] "NAME_INCOME_TYPE" "NAME_EDUCATION_TYPE"
## [9] "NAME_HOUSING_TYPE" "REGION_POPULATION_RELATIVE"
## [11] "DAYS_BIRTH" "DAYS_EMPLOYED"
## [13] "DAYS_REGISTRATION" "DAYS_ID_PUBLISH"
## [15] "OWN_CAR_AGE" "FLAG_EMP_PHONE"
## [17] "FLAG_WORK_PHONE" "FLAG_PHONE"
## [19] "OCCUPATION_TYPE" "REGION_RATING_CLIENT"
## [21] "REGION_RATING_CLIENT_W_CITY" "HOUR_APPR_PROCESS_START.x"
## [23] "REG_CITY_NOT_LIVE_CITY" "REG_CITY_NOT_WORK_CITY"
## [25] "LIVE_CITY_NOT_WORK_CITY" "ORGANIZATION_TYPE"
## [27] "EXT_SOURCE_1" "EXT_SOURCE_2"
## [29] "EXT_SOURCE_3" "APARTMENTS_AVG"
## [31] "ELEVATORS_AVG" "FLOORSMAX_AVG"
## [33] "FLOORSMIN_AVG" "LIVINGAREA_AVG"
## [35] "APARTMENTS_MODE" "ELEVATORS_MODE"
## [37] "FLOORSMAX_MODE" "LIVINGAREA_MODE"
## [39] "APARTMENTS_MEDI" "ELEVATORS_MEDI"
## [41] "FLOORSMAX_MEDI" "LIVINGAREA_MEDI"
## [43] "TOTALAREA_MODE" "DEF_30_CNT_SOCIAL_CIRCLE"
## [45] "DEF_60_CNT_SOCIAL_CIRCLE" "DAYS_LAST_PHONE_CHANGE"
## [47] "FLAG_DOCUMENT_3" "FLAG_DOCUMENT_6"
## [49] "AMT_REQ_CREDIT_BUREAU_YEAR" "CREDIT_ACTIVE"
## [51] "DAYS_CREDIT" "DAYS_CREDIT_ENDDATE"
## [53] "DAYS_ENDDATE_FACT" "AMT_CREDIT_SUM"
## [55] "DAYS_CREDIT_UPDATE" "MONTHS_BALANCE.x"
## [57] "STATUS" "MONTHS_BALANCE.y"
## [59] "AMT_BALANCE" "AMT_DRAWINGS_ATM_CURRENT"
## [61] "AMT_DRAWINGS_CURRENT" "AMT_INST_MIN_REGULARITY"
## [63] "AMT_RECEIVABLE_PRINCIPAL" "AMT_RECIVABLE"
## [65] "AMT_TOTAL_RECEIVABLE" "CNT_DRAWINGS_ATM_CURRENT"
## [67] "CNT_DRAWINGS_CURRENT" "CNT_DRAWINGS_POS_CURRENT"
## [69] "NUM_INSTALMENT_VERSION" "DAYS_INSTALMENT"
## [71] "DAYS_ENTRY_PAYMENT" "AMT_INSTALMENT"
## [73] "AMT_PAYMENT" "PAYMENT_DIFF"
## [75] "DBD" "MONTHS_BALANCE"
## [77] "CNT_INSTALMENT" "CNT_INSTALMENT_FUTURE"
## [79] "AMT_ANNUITY" "AMT_APPLICATION"
## [81] "AMT_DOWN_PAYMENT" "HOUR_APPR_PROCESS_START.y"
## [83] "RATE_DOWN_PAYMENT" "NAME_CASH_LOAN_PURPOSE"
## [85] "NAME_CONTRACT_STATUS" "DAYS_DECISION"
## [87] "NAME_PAYMENT_TYPE" "CODE_REJECT_REASON"
## [89] "NAME_TYPE_SUITE.y" "NAME_GOODS_CATEGORY"
## [91] "NAME_PRODUCT_TYPE" "CHANNEL_TYPE"
## [93] "CNT_PAYMENT" "PRODUCT_COMBINATION"
## [95] "DAYS_FIRST_DRAWING" "DAYS_FIRST_DUE"
## [97] "DAYS_LAST_DUE_1ST_VERSION" "DAYS_LAST_DUE"
## [99] "DAYS_TERMINATION" "na"Final set
fullset_final <- fullset_impute %>%
select(SK_ID_CURR,TARGET,NAME_CONTRACT_TYPE.x,CODE_GENDER,FLAG_OWN_CAR,CNT_CHILDREN,AMT_CREDIT.x,AMT_GOODS_PRICE.x,
NAME_INCOME_TYPE,NAME_EDUCATION_TYPE,NAME_HOUSING_TYPE,REGION_POPULATION_RELATIVE,DAYS_BIRTH,DAYS_EMPLOYED,
DAYS_REGISTRATION,DAYS_ID_PUBLISH,OWN_CAR_AGE,FLAG_EMP_PHONE,FLAG_WORK_PHONE,FLAG_PHONE,OCCUPATION_TYPE,
REGION_RATING_CLIENT,REGION_RATING_CLIENT_W_CITY,HOUR_APPR_PROCESS_START.x,REG_CITY_NOT_LIVE_CITY,
REG_CITY_NOT_WORK_CITY,LIVE_CITY_NOT_WORK_CITY,ORGANIZATION_TYPE,EXT_SOURCE_1,EXT_SOURCE_2,EXT_SOURCE_3,
APARTMENTS_AVG,ELEVATORS_AVG,FLOORSMAX_AVG,FLOORSMIN_AVG,LIVINGAREA_AVG,APARTMENTS_MODE,ELEVATORS_MODE,
FLOORSMAX_MODE,LIVINGAREA_MODE,APARTMENTS_MEDI,ELEVATORS_MEDI,FLOORSMAX_MEDI,FLOORSMIN_MEDI,LIVINGAREA_MEDI,
TOTALAREA_MODE,DEF_30_CNT_SOCIAL_CIRCLE,DEF_60_CNT_SOCIAL_CIRCLE,DAYS_LAST_PHONE_CHANGE,FLAG_DOCUMENT_3,
FLAG_DOCUMENT_6,AMT_REQ_CREDIT_BUREAU_YEAR,CREDIT_ACTIVE,DAYS_CREDIT,DAYS_CREDIT_ENDDATE,DAYS_ENDDATE_FACT,
AMT_CREDIT_SUM,DAYS_CREDIT_UPDATE,MONTHS_BALANCE.x,STATUS,MONTHS_BALANCE.y,AMT_BALANCE,AMT_DRAWINGS_ATM_CURRENT,
AMT_DRAWINGS_CURRENT,AMT_INST_MIN_REGULARITY,AMT_RECEIVABLE_PRINCIPAL,AMT_RECIVABLE,AMT_TOTAL_RECEIVABLE,
CNT_DRAWINGS_ATM_CURRENT,CNT_DRAWINGS_CURRENT,CNT_DRAWINGS_POS_CURRENT,NUM_INSTALMENT_VERSION,DAYS_INSTALMENT,
DAYS_ENTRY_PAYMENT,AMT_INSTALMENT,AMT_PAYMENT,PAYMENT_DIFF,DBD,MONTHS_BALANCE,CNT_INSTALMENT,
CNT_INSTALMENT_FUTURE,AMT_ANNUITY,AMT_APPLICATION,AMT_DOWN_PAYMENT,HOUR_APPR_PROCESS_START.y,RATE_DOWN_PAYMENT,
NAME_CASH_LOAN_PURPOSE,
NAME_CONTRACT_STATUS,DAYS_DECISION,NAME_PAYMENT_TYPE,CODE_REJECT_REASON,NAME_TYPE_SUITE.y,NAME_GOODS_CATEGORY,
NAME_PRODUCT_TYPE,CHANNEL_TYPE,CNT_PAYMENT,PRODUCT_COMBINATION,DAYS_FIRST_DRAWING,DAYS_FIRST_DUE,
DAYS_LAST_DUE_1ST_VERSION,DAYS_LAST_DUE,DAYS_TERMINATION)unique(fullset_final$DAYS_CREDIT)## [1] -874.00000 -1400.75000 -867.00000 -1083.04711 -1149.00000
## [6] -757.33333 -1271.50000 -1939.50000 -1773.00000 -1095.37500
## [11] -947.75000 -618.42857 -1944.33333 -495.00000 -261.50000
## [16] -337.00000 -1164.38462 -700.00000 -679.00000 -793.00000
## [21] -1416.75000 -930.83333 -579.57143 -1071.00000 -195.00000
## [26] -1399.33333 -889.00000 -1812.87500 -641.44444 -1292.53846
## [31] -1904.00000 -1552.09091 -554.00000 -1493.25000 -1104.80000
## [36] -75.00000 -819.14286 -2025.00000 -2337.87500 -1310.50000
## [41] -876.85714 -1049.75000 -639.40000 -1327.00000 -924.00000
## [46] -1297.00000 -1134.27778 -424.00000 -1498.00000 -1204.25000
## [51] -1523.16667 -1594.25000 -562.00000 -877.00000 -872.00000
## [56] -244.33333 -824.25000 -1169.33333 -553.00000 -1802.00000
## [61] -1133.41176 -1229.00000 -2152.00000 -976.50000 -839.83333
## [66] -399.00000 -1408.20000 -599.00000 -557.00000 -527.25000
## [71] -2922.00000 -1643.00000 -719.00000 -1866.40000 -697.80000
## [76] -1584.00000 -2283.00000 -993.83333 -1913.00000 -86.00000
## [81] -859.41667 -288.00000 -1178.00000 -880.00000 -2899.00000
## [86] -1277.05882 -698.00000 -515.00000 -242.00000 -369.00000
## [91] -1618.83333 -751.50000 -928.00000 -637.40000 -914.00000
## [96] -96.00000 -690.50000 -356.00000 -797.25000 -228.00000
## [101] -8.00000 -890.84615 -733.50000 -1420.08333 -1338.50000
## [106] -1489.71429 -525.80000 -2047.00000 -1396.56250 -199.00000
## [111] -2289.00000 -1252.33333 -981.00000 -1386.50000 -424.33333
## [116] -1373.42857 -1356.20000 -1489.00000 -1683.50000 -105.00000
## [121] -1674.25000 -1390.36364 -1454.23810 -2008.60000 -1775.00000
## [126] -847.40000 -565.83333 -860.12500 -1758.88889 -1269.54545
## [131] -2423.00000 -648.00000 -1026.00000 -1325.00000 -1533.09091
## [136] -1041.30000 -761.42857 -1502.42857 -1605.00000 -567.00000
## [141] -1780.75000 -1215.80000 -568.33333 -297.00000 -1328.90909
## [146] -705.70588 -1666.50000 -836.58333 -1583.00000 -1257.20000
## [151] -2379.00000 -1485.00000 -516.20000 -532.00000 -195.80000
## [156] -678.66667 -758.20000 -1916.71429 -386.00000 -1643.14286
## [161] -159.50000 -1441.33333 -989.00000 -2852.00000 -988.58333
## [166] -524.25000 -1033.00000 -1645.14286 -1933.30000 -1133.68421
## [171] -1754.54545 -434.50000 -1114.30000 -1318.25000 -712.00000
## [176] -2246.00000 -1633.75000 -1189.80000 -499.66667 -774.22222
## [181] -1465.70000 -1482.16667 -910.50000 -596.66667 -779.25000
## [186] -1051.00000 -1371.66667 -1120.31250 -995.66667 -682.33333
## [191] -1068.00000 -1723.00000 -786.50000 -1213.55556 -624.00000
## [196] -1091.40000 -817.00000 -1005.00000 -1553.50000 -1420.20000
## [201] -1032.75000 -1449.66667 -31.00000 -1374.83333 -659.25000
## [206] -384.66667 -474.40000 -1732.00000 -935.66667 -805.00000
## [211] -2212.00000 -1231.33333 -499.77778 -1236.33333 -1625.00000
## [216] -1843.80000 -346.75000 -2380.75000 -1295.75000 -1057.82353
## [221] -104.00000 -699.37500 -963.00000 -1129.57143 -800.00000
## [226] -238.50000 -1500.75000 -9.00000 -94.44444 -528.38462
## [231] -722.20000 -1802.45455 -1269.00000 -704.60000 -2630.50000
## [236] -450.66667 -1459.50000 -745.42857 -1622.55556 -1878.60000
## [241] -405.00000 -1893.33333 -1402.50000 -675.00000 -1085.00000
## [246] -1198.55556 -151.00000 -406.00000 -1295.40000 -430.00000
## [251] -1016.00000 -851.28571 -2001.00000 -2305.00000 -977.68750
## [256] -1267.08333 -1766.57143 -1164.20000 -479.33333 -920.71429
## [261] -1449.00000 -982.00000 -400.66667 -799.00000 -1320.00000
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## [19021] -1450.33333 -1013.37500 -1298.66667 -1463.87500 -595.60000
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## [19086] -591.16667 -715.20000 -1624.33333 -953.90000 -1907.60000
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## [19096] -1905.50000 -1180.72727 -1617.11111 -684.28571 -977.25000
## [19101] -558.71429 -1394.75000 -953.20000 -499.27273 -1045.10000
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## [19121] -2248.75000 -2891.80000 -1100.72727 -990.87500 -483.55556
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## [19146] -973.85714 -1401.60000 -1992.63636 -856.55556 -489.20000
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## [19156] -1638.62500 -1682.40000 -1369.10000 -1796.28571 -1017.87500
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## [19211] -1598.83333 -1515.42105 -347.33333 -1395.05882 -1943.66667
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## [19271] -1013.64286 -959.75000 -1262.71429 -1944.28571 -1161.62500
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## [19376] -1034.33333 -959.66667 -1418.09091 -1236.45455 -1444.40000
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## [19386] -1101.25000 -1873.33333 -1274.28571 -119.80000 -508.60000
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## [19421] -1270.60000 -318.86667 -1196.75000 -1089.42857 -1234.50000
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## [19436] -1679.27273 -1686.64286 -1985.37500 -1300.58333 -730.14286
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## [19486] -1483.25000 -1477.44444 -1800.75000 -501.85714 -1066.40000
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## [19496] -1021.22222 -813.15789 -195.83333 -438.50000 -1427.66667
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## [19536] -386.85714 -1288.66667 -1274.61538 -1296.71429 -1829.33333
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## [19546] -1372.00000 -271.60000 -1090.66667 -1160.62500 -1505.33333
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## [19561] -2542.00000 -1719.83333 -875.54545 -1669.33333 -887.88889
## [19566] -985.80000 -1531.88235 -1422.87500 -1957.66667 -1134.28571
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## [19576] -1278.73333 -945.64286 -2264.66667 -438.20000 -1544.27273
## [19581] -1033.57143 -194.20000 -1487.64286 -1554.77778 -1003.83333
## [19586] -2828.00000 -1211.72727 -1434.54545 -1601.70000 -2363.25000
## [19591] -1542.72727 -1128.66667 -1917.20000 -1286.66667 -1511.62500
## [19596] -613.60000 -2114.33333 -1754.71429 -1386.42857 -763.25000
## [19601] -1386.87500 -1155.37500 -1413.87500 -1078.33333 -1806.14286
## [19606] -1623.75000 -759.60000 -344.60000 -631.60000 -842.25000
## [19611] -1392.50000 -652.85714 -900.81818 -398.50000 -667.20000
## [19616] -1065.16667 -1249.54545 -1430.70000 -2916.00000 -1616.57143
## [19621] -1454.18750 -936.40000 -2127.33333 -676.75000 -1560.66667
## [19626] -430.16667 -317.33333 -1079.40000 -1370.71429 -1055.30000
## [19631] -452.75000 -1924.25000 -1290.21429 -1066.85714 -2447.25000
## [19636] -1399.66667 -2004.75000 -1681.88889 -1529.40000 -1163.25000
## [19641] -326.25000 -1253.28571 -330.33333 -450.25000 -610.37500
## [19646] -1802.50000 -1005.30769 -1047.20000 -1379.05556 -1233.06667
## [19651] -1530.33333 -1293.71429 -1350.07692 -868.63636 -1110.28571
## [19656] -1468.18182 -1128.33333 -1838.40000 -1539.56250 -1232.75000
## [19661] -1105.42857 -2028.16667 -1855.78947 -923.91667 -1325.92308
## [19666] -748.75000 -989.28571 -1153.91667 -954.20000 -1140.88235
## [19671] -1224.66667 -906.12500 -249.87500 -1084.73333 -847.55556
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## [19686] -318.58824 -950.76471 -1438.12500 -1034.75000 -972.28571
## [19691] -1494.75000 -1147.07692 -1475.20000 -1940.33333 -1945.50000
## [19696] -416.37500 -2222.66667 -1495.60000 -1887.00000 -1686.50000
## [19701] -1538.80000 -872.23077 -1441.10000 -718.90909 -277.75000
## [19706] -1220.88889 -899.13333 -1157.28571 -1385.17857 -809.83333
## [19711] -1289.09091 -1472.20000 -1693.16667 -1870.50000 -1230.57143
## [19716] -1279.80000 -1915.14286 -772.80000 -2447.14286 -1587.00000
## [19721] -793.33333 -443.42857 -888.66667 -401.40000 -1310.57143
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## [19731] -550.60000 -572.25000 -668.28571 -2614.33333 -2115.50000
## [19736] -1497.77778 -1081.60000 -564.66667 -877.62500 -2182.75000
## [19741] -1322.42857 -1064.37500 -1268.25000 -2535.66667 -992.86667
## [19746] -1576.30769 -1483.90909 -996.16667 -1206.60000 -1680.18182
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## [19756] -717.71429 -1209.75000 -714.35714 -2665.00000 -1744.89474
## [19761] -611.90909 -1132.50000 -2045.20000 -378.75000 -1210.94118
## [19766] -1503.28571 -1963.40000 -685.20000 -1062.09091 -1412.91667
## [19771] -1470.83333 -621.53846 -1303.80000 -1392.60000 -1026.77778
## [19776] -549.88889 -523.71429 -1484.90000 -674.66667 -1581.90000
## [19781] -1724.58824 -1486.11765 -950.85714 -707.60000 -809.33333
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## [19791] -1655.33333 -1633.70000 -1432.40000 -835.60000 -1844.80000
## [19796] -2391.00000 -1407.16667 -1640.20000 -571.33333 -1175.10526
## [19801] -1247.40000 -1039.54545 -2809.50000 -2377.33333 -1089.12500
## [19806] -293.75000 -1206.40000 -760.33333 -1214.46667 -1283.27273
## [19811] -221.83333 -1011.60000 -604.75000 -890.94444 -1314.57143
## [19816] -2225.66667 -1580.08333 -433.58333 -1533.92308 -920.75000
## [19821] -721.28571 -1753.14286 -1254.72727 -1275.60000 -304.80000
## [19826] -505.85714 -590.68750 -1210.82143 -1202.90909 -910.71429
## [19831] -1407.71429 -173.33333 -2734.00000 -1619.40000 -1798.12500
## [19836] -2535.50000 -1512.72727 -1721.08333 -1541.25000 -2695.00000
## [19841] -2629.50000 -180.50000 -2485.00000 -1831.33333 -1008.55556
## [19846] -1140.14286 -2762.00000 -1269.73333 -1110.10000 -1027.07143
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## [19861] -1518.33333 -392.57143 -1243.22222 -2687.00000 -1581.33333
## [19866] -1676.00000 -1062.82609 -269.60000 -1947.25000 -1688.62500
## [19871] -1555.12500 -917.70000 -1692.83333 -1128.90909 -1025.46154
## [19876] -699.20000 -1278.10000 -820.62500 -1480.85714 -1954.25000
## [19881] -2092.25000 -1181.20000 -1631.25000 -305.75000 -327.83333
## [19886] -1249.80000 -1658.27273 -699.25000 -1479.25000 -1412.33333
## [19891] -1611.14286 -584.40000 -501.75000 -888.87500 -779.71429
## [19896] -1729.85714 -2479.50000 -926.75000 -760.10000 -231.29167
## [19901] -300.25000 -1170.28571 -1635.77778 -1079.04545 -1126.36364
## [19906] -1493.57143 -666.25000 -1782.66667 -1966.37500 -2388.66667
## [19911] -2236.66667 -2769.00000 -1802.25000 -680.31250 -1725.75000
## [19916] -1220.83333 -958.76190 -609.16667 -1396.84615 -772.25000
## [19921] -2102.00000 -875.87500 -1510.40000 -1575.57143 -1222.75000
## [19926] -1878.66667 -1765.90909 -1173.33333 -437.12500 -1424.37500
## [19931] -1341.87500 -1594.27273 -1084.55556 -1106.28571 -1456.40000
## [19936] -851.11111 -912.44444 -878.35714 -957.11765 -1088.06667
## [19941] -890.14286 -974.14286 -771.87500 -1407.83333 -1063.63636
## [19946] -979.90909 -820.11111 -980.33333 -1155.40000 -1098.37500
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## [19971] -659.60000 -1375.93750 -1531.84615 -884.88889 -1234.88889
## [19976] -1551.60000 -1349.91667 -1373.85714 -916.30000 -2727.50000
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## [20011] -954.28571 -280.25000 -1157.25000 -559.66667 -983.50000
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## [20026] -1304.60000 -642.80000 -1282.08333 -715.10000 -1574.33333
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## [20081] -1787.62500 -371.40000 -1433.66667 -473.75000 -738.75000
## [20086] -1138.69231 -225.60000 -1316.40000 -426.50000 -516.66667
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## [20096] -2107.33333 -1801.75000 -2008.66667 -1483.66667 -2257.50000
## [20101] -361.88889 -1531.12821 -1551.57895 -1737.20000 -1298.11765
## [20106] -12.00000 -1706.23077 -1078.66667 -941.62500 -1914.57143
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## [20131] -1015.56250 -986.53846 -1877.77778 -1966.66667 -1341.30000
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## [20156] -464.50000 -1875.00000 -932.33333 -1362.40000 -1498.40000
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## [20171] -2124.75000 -1602.33333 -590.95000 -1949.66667 -1104.71429
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## [20191] -964.42857 -706.16667 -1265.83333 -778.33333 -1190.30000
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## [27081] -1195.60000 -1266.55556 -780.27273 -1690.20000 -1707.25000
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## [27101] -1889.75000 -1144.12500 -754.20000 -195.66667 -1558.41667
## [27106] -1439.44444 -1497.20000 -1154.44444 -1526.21429 -1741.25000
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## [27136] -1066.70000 -1084.71429 -418.20000 -935.54545 -978.54545
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## [27146] -1091.60000 -2465.50000 -1902.16667 -632.77778 -538.71429
## [27151] -1770.09091 -655.92308 -282.75000 -2724.50000 -1053.44444
## [27156] -335.33333 -784.33333 -1576.22222 -1297.76471 -1320.43750
## [27161] -690.60000 -2861.00000 -1007.40000 -1840.75000 -926.66667
## [27166] -1945.61538 -1718.71429 -1521.33333 -1025.87500 -738.09091
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## [27176] -1331.41667 -1290.26316 -885.71429 -1466.05263 -1129.85714
## [27181] -1359.36000 -633.91667 -2374.33333 -1414.36364 -998.25000
## [27186] -1186.60000 -1481.88889 -1683.15385 -1341.70000 -1180.83333
## [27191] -741.25000 -1325.11111 -1388.53846 -449.30357 -466.65000
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## [27201] -970.44444 -832.14286 -935.81818 -2312.28571 -1273.37500
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## [27226] -636.25000 -1562.23529 -1672.40000 -1255.80000 -1560.60000
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## [27236] -1155.33333 -1105.14286 -512.83333 -663.55556 -1259.62500
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## [27246] -1934.66667 -1292.45455 -1520.07692 -1334.40000 -1552.85714
## [27251] -426.20000 -747.92308 -324.20000 -1068.65000 -886.16667
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## [27261] -700.83333 -1456.66667 -1451.71429 -863.12500 -1207.62500
## [27266] -1176.16667 -1123.80000 -1296.82143 -861.20000 -1543.81818
## [27271] -926.07692 -1619.33333 -1262.28571 -1403.60000 -1331.40000
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## [27286] -760.57143 -1420.25000 -1244.38462 -1320.09091 -1408.75000
## [27291] -952.72727 -1276.75000 -732.16667 -333.20000 -920.84615
## [27296] -1934.20000 -150.50000 -1906.33333 -1524.85714 -1677.92308
## [27301] -1229.46154 -1578.55556 -1370.86667 -1340.75000 -1695.60000
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## [27311] -1763.22222 -949.75000 -635.80000 -1690.44444 -1191.62500
## [27316] -963.16667 -1382.17647 -2635.00000 -2520.50000 -269.28571
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## [27326] -2567.75000 -990.14286 -1776.90000 -1203.55556 -749.40000
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## [27346] -610.84615 -366.20000 -1055.66667 -1270.16667 -1072.80000
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## [27366] -861.91667 -1504.60000 -575.20000 -863.20000 -1860.64286
## [27371] -1322.85714 -1268.90000 -724.33333 -1046.71429 -895.22222
## [27376] -1271.42857 -1694.44444 -1866.80000 -319.33333 -1621.46154
## [27381] -1653.57143 -1608.18182 -1218.77778 -2073.00000 -925.10000
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## [27391] -1681.42857 -1623.95652 -952.58333 -359.85714 -2449.50000
## [27396] -760.90000 -1444.45455 -582.20000 -1210.15385 -981.85714
## [27401] -1785.40000 -1640.71429 -2594.42857 -404.80000 -613.75000
## [27406] -1387.69231 -1209.72727 -1138.83333 -475.08333 -1983.66667
## [27411] -1469.25000 -459.25000 -1275.20000 -397.80000 -2485.50000
## [27416] -1310.61111 -1679.85714 -880.60000 -1430.09091 -378.80000
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## [27436] -958.75000 -1355.58333 -1200.55556 -1194.61538 -1406.94118
## [27441] -1181.26667 -1918.77778 -1467.42857 -234.25000 -1236.80000
## [27446] -1272.69231 -1220.35714 -1157.72727 -673.85714 -1692.40000
## [27451] -1381.12500 -2873.66667 -1101.57143 -1158.66667 -1713.14286
## [27456] -535.75000 -1732.57143 -1092.84211 -1050.40000 -1282.16667
## [27461] -1168.16667 -1199.06250 -1094.57143 -1214.88889 -2036.37500
## [27466] -1502.54545 -967.12500 -1268.36364 -835.28571 -1973.33333
## [27471] -1302.53846 -1516.57143 -1188.71429 -1095.36364 -1892.40000
## [27476] -1352.22222 -974.20000 -1719.20000 -1614.40000 -848.75000
## [27481] -1760.57143 -1316.72222 -1199.88889 -587.55556 -1107.73684
## [27486] -405.75000 -1752.66667 -1295.71429 -336.80000 -862.60000
## [27491] -1298.77778 -1139.33333 -701.55556 -681.55556 -999.84211
## [27496] -1918.33333 -573.35714 -1044.83333 -994.40000 -1532.33333
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## [27506] -802.62500 -1101.30769 -1530.16667 -756.28571 -1055.57143
## [27511] -1960.66667 -1271.53846 -944.22222 -541.75000 -1780.37500
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## [27521] -658.50000 -1524.18182 -925.60000 -561.33333 -717.12500
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## [27531] -476.11111 -934.10000 -662.28571 -1100.16667 -1167.87500
## [27536] -1210.40000 -1338.71429 -1978.60000 -410.25000 -574.60000
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## [27546] -1420.10000 -652.20000 -644.83333 -701.81818 -1005.50000
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## [27556] -1414.25000 -1811.66667 -1493.20000 -1446.56250 -644.28571
## [27561] -1841.60000 -1765.22222 -2021.90909 -1720.22222 -1138.44444
## [27566] -1255.31818 -2017.66667 -654.18182 -1086.66667 -563.11111
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## [27596] -793.37500 -1396.70000 -901.85714 -859.40000 -1130.22222
## [27601] -1451.60000 -1700.33333 -732.25000 -2200.33333 -1088.44444
## [27606] -1497.15385 -1092.20000 -1047.81250 -1189.22222 -1277.42857
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## [27616] -948.36364 -1204.22222 -1798.16667 -2054.81818 -922.62500
## [27621] -1122.20000 -1868.75000 -1215.90000 -182.25000 -598.71429
## [27626] -990.83333 -1031.70000 -1465.72727 -721.87500 -828.35714
## [27631] -858.60000 -1193.58824 -1083.86667 -1111.50000 -1167.44444
## [27636] -372.20000 -730.75000 -2347.83333 -1690.54545 -1404.20000
## [27641] -1416.10000 -1392.58333 -771.88889 -1208.14286 -1513.16667
## [27646] -2053.90000 -2082.54545 -2305.60000 -1122.90909 -1424.86364
## [27651] -1932.80000 -190.75000 -881.18182 -1483.56250 -1143.68750
## [27656] -1820.60000 -747.55556 -1158.46154 -399.45455 -1139.41667
## [27661] -1583.30000 -924.35714 -1195.75000 -1052.27273 -835.66667
## [27666] -566.52632 -1070.57143 -1061.82353 -1355.33333 -1246.57143
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## [27696] -218.20000 -1120.54545 -1827.33333 -952.18750 -1069.60000
## [27701] -981.47826 -2049.75000 -956.36364 -714.62500 -1585.80000
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## [27716] -1819.75000 -1631.50000 -1282.58333 -938.14286 -763.14286
## [27721] -419.66667 -737.20000 -1172.25000 -857.75000 -1141.16667
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## [27741] -467.71429 -423.27273 -716.57143 -1029.45000 -1152.60000
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## [27751] -620.30769 -399.81818 -1790.07143 -1397.57143 -942.61111
## [27756] -2098.40000 -956.25000 -1179.57143 -1417.23077 -752.16667
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## [27776] -1523.60000 -955.71429 -1115.36364 -2073.33333 -659.42857
## [27781] -888.12500 -2384.50000 -1772.16667 -1714.75000 -450.80000
## [27786] -1278.36364 -1278.75000 -1292.33333 -1255.63636 -701.35714
## [27791] -1349.55556 -776.20000 -728.07143 -1519.16667 -1729.64286
## [27796] -1637.14286 -1248.94444 -628.14286 -1271.64286 -2087.66667
## [27801] -1359.70000 -289.16667 -1362.53846 -659.38889 -1459.78571
## [27806] -2034.20000 -777.57143 -1595.16667 -896.55556 -1463.15385
## [27811] -2045.44444 -950.66667 -1946.62500 -1853.21429 -1625.28571
## [27816] -1080.80000 -1035.54545 -1803.83333 -966.88889 -1400.16667
## [27821] -877.42857 -330.75000 -350.66667 -1060.42857 -1241.20000
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## [27871] -565.71429 -1506.90000 -304.75000 -786.63636 -1840.40000
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## [29521] -809.54545 -1180.14286 -746.09091 -2206.50000 -1077.45455
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## [32931] -846.20000 -1046.21429 -600.66667 -313.60000 -1281.63636
## [32936] -1773.37500 -882.85714 -1067.55556 -1591.57143 -1175.37500
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## [32946] -1241.60000 -779.20000 -579.28571 -1368.70000 -910.33333
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## [33086] -455.71429 -756.57143 -939.83333 -518.28571 -506.88889
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## [33106] -1361.40000 -1767.75000 -1095.87500 -1564.83333 -997.11111
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## [33121] -1195.80000 -2147.60000 -878.71429 -1531.46667 -2326.77778
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## [33136] -615.87500 -1830.85714 -1238.61111 -1126.83333 -1457.36842
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## [33316] -1234.12500 -1636.29412 -969.16667 -1114.16667 -2257.12500
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## [33366] -1674.37500 -686.30769 -1976.72727 -1610.45455 -535.85714
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## [33621] -1481.25000 -729.35714 -328.16667 -1979.66667 -1038.37500
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## [33636] -678.28571 -655.87500 -1237.85714 -1339.37500 -1222.88889
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## [33876] -1105.88889 -1531.60000 -989.33333 -1208.81818 -1193.71429
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## [34271] -2074.57143 -1680.30000 -984.25000 -1005.11765 -601.72727
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## [34606] -1397.87500 -559.85714 -1842.71429 -1016.77778 -2255.00000
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## [35046] -1336.18750 -473.40000 -792.53846 -891.80000 -1615.09524
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## [35066] -894.66667 -1315.27273 -646.37500 -1792.42857 -881.20000
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## [35086] -965.14286 -1837.88889 -822.71429 -391.60000 -1878.12500
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## [35101] -979.88889 -1354.70000 -1502.08333 -1008.52381 -784.14286
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## [35111] -869.41667 -1756.42857 -777.20000 -909.40000 -1047.76923
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## [35126] -800.75000 -619.12500 -969.68750 -1483.87500 -1756.12500
## [35131] -816.40000 -532.25000 -1216.71429 -1222.07692 -1393.90476
## [35136] -872.57143 -104.66667 -1576.36364 -899.14286 -1161.22222
## [35141] -242.14286 -1261.10000 -1757.37500 -1615.80000 -1018.70000
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## [35151] -479.27273 -304.22222 -886.11111 -1163.45455 -1404.07692
## [35156] -895.55556 -1707.50000 -1756.60000 -1237.36364 -1551.42857
## [35161] -1712.83333 -1010.62500 -1045.85714 -1030.71429 -2732.00000
## [35166] -2290.75000 -1670.30000 -756.11111 -1173.11111 -1968.37500
## [35171] -581.80000 -2059.77778 -426.40000 -1694.57143 -1550.35714
## [35176] -1634.75000 -1194.83333 -1829.11111 -1361.83333 -636.62500
## [35181] -1450.85714 -1612.55556 -1321.25000 -367.57143 -1268.35714
## [35186] -390.11111 -1604.44444 -1476.45455 -1274.05882 -2528.66667
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## [35206] -1225.60000 -880.11111 -1222.90909 -1955.85714 -755.75000
## [35211] -807.87500 -1544.40000 -586.71429 -1668.25000 -793.82353
## [35216] -827.40000 -1467.77778 -1444.85714 -540.05882 -1771.25000
## [35221] -1090.87500 -1173.91667 -1399.45455 -1059.08333 -1211.63158
## [35226] -2104.25000 -1579.22222 -964.16667 -1545.85714 -1464.86667
## [35231] -1110.78947 -1229.14286 -1467.25000 -1584.42857 -1518.10000
## [35236] -1051.13333 -883.09091 -581.31250 -1017.22222 -1456.41667
## [35241] -1470.60000 -1110.45000 -1996.66667 -1405.77778 -1259.23077
## [35246] -1572.60000 -1314.40000 -1869.60000 -739.37500 -1939.25000
## [35251] -1704.75000 -985.88889 -1191.64286 -171.87500 -2202.75000
## [35256] -606.72727 -1116.40000 -1158.40909 -1430.62500 -1138.20000
## [35261] -1396.85714 -1602.12500 -1506.72727 -1647.76923 -2261.44444
## [35266] -886.71429 -659.26667 -617.12500 -559.63636 -1285.58333
## [35271] -751.75000 -1232.30769 -1410.62500 -1660.22222 -831.54545
## [35276] -1548.85714 -1227.83333 -1515.27273 -1769.58824 -1586.33333
## [35281] -1354.12500 -131.20000 -1911.60000 -696.11111 -737.18750
## [35286] -654.16667 -884.72727 -2041.11111 -1485.40000 -2652.50000
## [35291] -745.14286 -495.80000 -2212.75000 -1094.06667 -396.75000
## [35296] -2222.72727 -1720.85714 -229.11765 -1812.18182 -2042.33333
## [35301] -1341.06667 -935.45455 -897.28571 -532.16667 -2845.50000
## [35306] -1186.13333 -1190.88889 -1194.60000 -450.53846 -1521.71429
## [35311] -1134.71429 -2239.87500 -1146.37500 -1431.16667 -1062.18182
## [35316] -1960.57143 -1462.12500 -942.20000 -508.77778 -1653.31250
## [35321] -319.88889 -1665.80000 -1345.13333 -522.20000 -1648.71429
## [35326] -854.20000 -1417.36364 -621.60000 -1908.14286 -1683.56250
## [35331] -848.12500 -1641.69231 -1507.44444 -1712.25000 -530.70909
## [35336] -1193.66667 -2488.33333 -772.40000 -2033.66667 -522.12500
## [35341] -622.60000 -1065.35000 -903.07143 -647.12500 -1230.80000
## [35346] -626.72727 -1176.18182 -1394.20000 -1706.85714 -1248.80000
## [35351] -1239.16667 -1135.60000 -930.88889 -998.83333 -1204.63636
## [35356] -1973.25000 -1229.07143 -1767.80000 -781.16000 -154.33333
## [35361] -532.66667 -907.87500 -1026.46154 -1355.83333 -774.77778
## [35366] -739.33333 -481.60000 -642.27273 -824.20000 -1008.60000
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## [35376] -2819.50000 -1417.38462 -1272.23077 -1319.77778 -1620.50000
## [35381] -713.83333 -1150.11111 -2393.33333 -2568.50000 -1132.54545
## [35386] -1663.11111 -1509.28571 -278.83333 -1717.13636 -369.80000
## [35391] -1187.44444 -647.75000 -1967.70000 -1331.61538 -1523.28571
## [35396] -699.23077 -1276.35294 -1245.16667 -552.58333 -425.40000
## [35401] -573.40000 -555.15789 -863.88889 -1062.80000 -1910.60000
## [35406] -831.60000 -1864.25000 -1463.81250 -786.64286 -2094.71429
## [35411] -629.22222 -690.75000 -1574.44444 -292.12500 -1411.44444
## [35416] -766.09091 -1884.80000 -1839.40000 -628.62500 -1223.13793
## [35421] -1995.55556 -1121.10000 -666.52941 -1418.75000 -995.91667
## [35426] -1568.88889 -989.14286 -1637.15789 -735.87500 -1715.20000
## [35431] -2285.50000 -1807.60000 -1231.87500 -1519.36364 -1506.70000
## [35436] -370.80000 -800.92857 -752.75000 -627.10000 -359.75000
## [35441] -1883.28571 -1369.60000 -1818.57143 -1035.77778 -2460.50000
## [35446] -1034.18182 -1333.42857 -1608.81818 -1175.62500 -1646.36364
## [35451] -1970.60000 -558.39130 -821.42857 -815.72727 -1459.20000
## [35456] -1692.18182 -1560.11765 -682.78571 -1612.66667 -1619.58333
## [35461] -617.57143 -1290.12500 -1837.14286 -1602.75000 -533.80000
## [35466] -744.83333 -2141.23077 -804.60000 -1861.16667 -501.66667
## [35471] -1415.54545 -2004.27273 -1720.27273 -866.53333 -625.81818
## [35476] -1643.46154 -1254.62500 -1547.75000 -329.62500 -1623.85714
## [35481] -1717.92308 -790.60000 -1533.42105 -1803.37500 -671.22222
## [35486] -1062.83333 -274.42857 -1740.92857 -1073.75000 -517.60000
## [35491] -1502.44444 -907.93750 -1886.64706 -154.85714 -823.11111
## [35496] -1039.87500 -1825.75000 -1704.84211 -1163.22222 -2378.50000
## [35501] -1283.62500 -1034.14286 -431.10000 -1503.20000 -1513.90909
## [35506] -997.81250 -1109.11111 -1246.16667 -525.71429 -1562.75000
## [35511] -833.42857 -1406.16667 -1009.72727 -489.21622 -632.21429
## [35516] -1602.66667 -1021.57143 -1182.44444 -1565.10000 -1245.87500
## [35521] -1452.61538 -507.54545 -1414.26667 -1366.11111 -1546.71429
## [35526] -1906.57143 -1072.37500 -1613.71429 -2167.16667 -1312.60000
## [35531] -1176.20000 -1172.88889 -499.45455 -480.90909 -1914.76923
## [35536] -1534.60000 -1358.75000 -2214.60000 -1053.87500 -1464.18750
## [35541] -790.88889 -873.75000 -1959.10000 -1514.26316 -1292.60000
## [35546] -1654.53846 -1882.10000 -2084.50000 -712.88889 -317.60000
## [35551] -1137.55556 -716.72727 -1802.08333 -1294.35714 -1210.30000
## [35556] -1649.88889 -974.85714 -1541.27273 -1024.10000 -1054.23077
## [35561] -839.22222 -894.44444 -1757.77778 -1146.80000 -1444.29412
## [35566] -796.14286 -2442.80000 -1521.57143 -1050.30769 -1741.05882
## [35571] -2134.16667 -1643.71429 -245.80000 -750.54545 -1755.27273
## [35576] -1087.42857 -1245.53846 -1076.78947 -1686.33333 -2272.50000
## [35581] -1889.90000 -1513.85714 -1272.76923 -715.62500 -1210.21429
## [35586] -445.38462 -2014.66667 -1074.14286 -403.87500 -1750.83333
## [35591] -882.57143 -1986.20000 -1323.14286 -1306.68750 -1762.83333
## [35596] -2712.50000 -1344.60000 -426.80000 -821.87500 -631.69231
## [35601] -1686.20000 -1097.34783 -2210.80000 -579.88889 -697.28571
## [35606] -2155.60000 -585.37500 -1281.85714 -1689.40000 -1295.88889
## [35611] -1927.14286 -2194.33333 -1094.77778 -1449.18182 -776.87500
## [35616] -1965.75000 -1264.11111 -1069.15385 -875.70000 -1684.54545
## [35621] -788.86667 -2110.33333 -1090.57143 -1238.83333 -2606.50000
## [35626] -2293.25000 -1642.45455 -901.33333 -1578.63158 -1554.28571
## [35631] -769.62500 -940.25000 -371.20000 -1432.27273 -1427.36364
## [35636] -2128.50000 -997.76923 -1317.80000 -1622.85714 -1210.88889
## [35641] -1438.28571 -768.75000 -2037.57143 -1667.87500 -1328.10000
## [35646] -658.18182 -1100.90909 -1279.75000 -1183.37500 -832.62500
## [35651] -1618.27273 -2023.85714 -683.88889 -489.44444 -1426.16667
## [35656] -2033.75000 -198.40000 -1943.20000 -316.55556 -751.08333
## [35661] -1079.61538 -441.60000 -1362.60000 -1691.76471 -1008.90000
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## [35671] -1318.15385 -996.61538 -1367.16667 -1926.25000 -1138.92857
## [35676] -362.83333 -1187.13333 -1006.16667 -1275.44444 -212.60000
## [35681] -1791.50000 -1342.87500 -1074.94444 -1697.37500 -994.42857
## [35686] -1724.16667 -1421.15789 -969.66667 -752.64286 -1456.22222
## [35691] -1535.80000 -495.62500 -1182.20000 -1285.52941 -1349.37500
## [35696] -66.80000 -866.90909 -841.30000 -1556.83333 -2699.00000
## [35701] -1617.66667 -1275.92308 -1998.16667 -1100.22222 -874.44444
## [35706] -2211.12500 -1415.72727 -1404.81818 -1574.77778 -908.28571
## [35711] -944.86667 -762.56250 -1049.40000 -1057.58333 -1064.52941
## [35716] -1346.41667 -1725.06667 -415.62500 -1321.58333 -941.08333
## [35721] -595.81818 -1322.62500 -1239.47368 -775.72727 -1302.90000
## [35726] -957.64286 -1212.36364 -1407.45455 -1383.22222 -956.37500
## [35731] -574.92857 -1309.71429 -678.40000 -117.75000 -670.55000
## [35736] -1843.71429 -1711.25000 -884.45455 -2067.25000 -1190.22222
## [35741] -1216.36364 -425.88889 -869.36364 -608.62500 -1108.89474
## [35746] -1368.16667 -896.57143 -431.20000 -571.14286 -1915.62500
## [35751] -1223.94118 -852.41667 -612.80000 -1603.40000 -627.15789
## [35756] -1039.27273 -630.42857 -1152.10000 -631.25000 -1057.55556
## [35761] -2733.28571 -535.80000 -882.41667 -1391.73333 -1215.60000
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## [35771] -2915.00000 -1094.27273 -1664.57143 -1410.60000 -1858.40000
## [35776] -943.28571 -1125.85714 -1328.63636 -2239.60000 -228.75000
## [35781] -869.63636 -317.19608 -1219.90000 -800.11111 -1494.11111
## [35786] -617.44444 -2013.33333 -1015.35294 -1339.22222 -820.57143
## [35791] -1419.87500 -1356.41667 -808.77778 -1484.14286 -1058.75000
## [35796] -2201.50000 -747.88889 -944.66667 -1553.55556 -1573.30000
## [35801] -738.71429 -465.25000 -1333.60000 -2006.40000 -1701.56250
## [35806] -1018.12500 -2249.33333 -1273.76471 -2371.75000 -1074.20000
## [35811] -466.25000 -1401.88889 -1449.20000 -2083.14286 -436.75000
## [35816] -1493.92308 -668.66667 -1433.10000 -1668.12500 -1021.92857
## [35821] -314.11111 -474.71429 -1054.42857 -893.16667 -792.53333
## [35826] -269.25000 -907.46154 -750.14286 -1534.62500 -935.83333
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## [35836] -144.50000 -1373.27273 -1347.55556 -308.20000 -854.87500
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## [35856] -1764.92308 -1296.27273 -1198.80000 -1740.54545 -2348.75000
## [35861] -316.37500 -298.71429 -410.54545 -1146.36364 -1665.37500
## [35866] -876.08333 -253.25000 -972.40000 -2125.40000 -292.66667
## [35871] -1450.75000 -1078.70588 -821.40000 -892.41176 -1317.83333
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## [35881] -1703.87500 -1676.18182 -2247.50000 -972.12500 -1637.90909
## [35886] -2126.42857 -1782.94118 -1045.22222 -1497.88889 -1882.90909
## [35891] -998.14286 -1435.14286 -337.20000 -583.60000 -2570.60000
## [35896] -1332.70000 -1506.42857 -1040.54545 -341.75000 -288.71429
## [35901] -1027.09091 -1241.90000 -421.60000 -1684.80000 -1340.16667
## [35906] -1568.16667 -1072.18182 -1546.35294 -614.55556 -1656.09524
## [35911] -1423.60000 -1393.16667 -1053.28571 -618.12500 -1312.14286
## [35916] -1843.27273 -1510.20000 -1168.38462 -351.16667 -430.40000
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## [35926] -1113.36364 -2097.75000 -702.09091 -1093.60000 -2163.80000
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## [35936] -260.20000 -964.12500 -597.16667 -1079.85714 -586.84615
## [35941] -1629.62500 -1575.25000 -961.20000 -1183.21429 -1646.66667
## [35946] -674.58824 -1585.23077 -1197.55556 -546.71429 -1525.33333
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## [35986] -1376.54545 -2095.71429 -1403.38462 -2367.14286 -864.41667
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## [35996] -1922.80000 -1552.44444 -1233.66667 -1432.86667 -1489.60000
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## [36006] -648.19231 -2008.09091 -936.70000 -1771.66667 -1700.83333
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## [36016] -276.60000 -1472.14286 -1613.55556 -1625.41667 -899.60000
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## [36151] -1318.60000 -308.66667 -713.81818 -132.57143 -683.85714
## [36156] -445.25000 -1803.13333 -443.25000 -977.42857 -236.25000
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## [36176] -2010.33333 -1083.75000 -827.14286 -643.70000 -1445.90000
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## [36191] -1298.70588 -2203.83333 -2018.18182 -545.20000 -1722.66667
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## [36211] -602.71429 -1443.57143 -662.42857 -1507.42105 -902.72727
## [36216] -645.44444 -324.60000 -2553.83333 -1453.27273 -1296.45455
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## [36236] -1120.08333 -999.72727 -2713.66667 -523.42857 -2001.75000
## [36241] -656.20000 -1649.63636 -787.44444 -2750.00000 -118.80000
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## [36276] -1122.57143 -535.20000 -1557.22727 -1973.50000 -1432.14286
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## [36301] -593.42857 -910.89474 -1579.28571 -789.42857 -2158.50000
## [36306] -1459.28571 -1882.41667 -197.66667 -1051.86667 -767.14286
## [36311] -859.11765 -2353.33333 -993.85714 -1402.21429 -533.71429
## [36316] -423.28571 -1963.66667 -1212.82353 -1370.18750 -674.16667
## [36321] -2121.50000 -1364.15385 -1251.36364 -1109.60000 -805.71429
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## [36331] -1669.12500 -874.63636 -1271.08333 -1136.08333 -1914.20000
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## [36346] -1894.20000 -935.13333 -782.57143 -961.77778 -444.12500
## [36351] -1164.27778 -758.75000 -1591.85714 -1237.55556 -1213.64286
## [36356] -1367.55000 -1407.85714 -937.44444 -1841.75000 -1082.47059
## [36361] -1965.36364 -768.25000 -1074.66667 -623.42857 -1405.58824
## [36366] -1273.80000 -1851.66667 -1760.69231 -1748.54545 -1416.83333
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## [36381] -2159.60000 -1828.80000 -2006.71429 -1535.15789 -1812.26667
## [36386] -690.68750 -1186.19231 -1415.28571 -2369.60000 -1866.60000
## [36391] -1156.57143 -1507.81818 -248.66667 -2117.16667 -778.35714
## [36396] -956.27273 -170.80000 -1340.41176 -1712.37500 -834.85714
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## [36421] -1050.75000 -1415.81818 -1324.14286 -904.12500 -889.26667
## [36426] -1266.35714 -356.25000 -878.55556 -894.54545 -1155.54545
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## [36446] -1070.20000 -758.87500 -1000.16667 -908.53846 -1196.83333
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## [36461] -466.20000 -999.27273 -2031.25000 -1209.56250 -1520.16667
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## [36476] -996.33333 -815.57143 -2546.33333 -1284.71429 -784.16667
## [36481] -1035.37500 -209.83333 -1476.64706 -1075.45455 -1466.14286
## [36486] -1855.92308 -1402.72727 -1176.07143 -1814.42857 -2749.66667
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## [36501] -1193.84615 -835.75000 -1899.57143 -333.83333 -1627.45000
## [36506] -1542.42857 -1950.33333 -1901.42857 -2065.20000 -1057.88889
## [36511] -1194.38462 -1695.14286 -904.81818 -246.75000 -842.42857
## [36516] -943.88889 -1338.57143 -1563.07692 -441.38462 -1166.75000
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## [36531] -799.12500 -416.80000 -1138.71429 -947.69231 -682.91667
## [36536] -1797.25000 -1855.36364 -952.16667 -866.29412 -1209.33333
## [36541] -1023.80000 -392.09375 -887.19048 -1158.60000 -844.09091
## [36546] -1310.90000 -1622.33333 -965.26667 -997.77778 -1795.66667
## [36551] -1320.27273 -1624.57143 -1245.78571 -1504.30769 -1323.22222
## [36556] -743.08333 -1966.16667 -1201.34783 -1487.27273 -509.37500
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## [36566] -758.62500 -263.88889 -987.28571 -2469.33333 -772.72727
## [36571] -996.77778 -1552.77778 -1852.80000 -747.59259 -1174.53846
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## [36596] -1205.71429 -845.44444 -1202.56000 -1063.87500 -913.93750
## [36601] -1660.57143 -1188.81818 -1081.62500 -1352.70000 -2063.75000
## [36606] -343.20000 -1397.30000 -640.11111 -1600.75000 -1521.61538
## [36611] -751.35714 -1167.21429 -1190.85714 -608.85714 -551.83333
## [36616] -1234.14286 -1934.85714 -1036.53333 -1272.92857 -901.37500
## [36621] -1788.80000 -708.23077 -2135.25000 -912.22222 -813.07143
## [36626] -1185.44444 -1071.55556 -1147.16667 -1209.60000 -1937.77778
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## [36636] -1617.89474 -321.75000 -1350.55556 -1324.05263 -2324.50000
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## [36656] -1331.14286 -688.83333 -449.60000 -1744.76923 -1783.15385
## [36661] -1024.76923 -593.20000 -1125.44444 -407.20000 -991.47368
## [36666] -220.80000 -334.75000 -755.72727 -2790.50000 -573.71429
## [36671] -2784.66667 -573.22222 -469.81250 -181.33333 -433.77778
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## [36691] -460.42857 -1694.70000 -938.54545 -719.60000 -594.90909
## [36696] -1888.83333 -1011.18182 -1545.71429 -1204.37500 -566.85714
## [36701] -2005.09091 -998.27273 -1089.41667 -788.52941 -1096.88889
## [36706] -1058.69231 -1138.31579 -1344.06250 -693.45455 -1227.62500
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## [36716] -752.52381 -2073.11111 -888.26316 -1836.75000 -2256.75000
## [36721] -931.11111 -570.40000 -1651.72727 -1201.08333 -1465.28571
## [36726] -1013.27273 -1280.30303 -1721.20000 -511.85714 -395.46154
## [36731] -1318.37500 -1408.62500 -696.61538 -586.41667 -1776.28571
## [36736] -619.96154 -1301.58333 -1442.30769 -1021.09091 -864.74074
## [36741] -1110.38462 -1032.63636 -1303.14286 -1031.16667 -913.90000
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## [36751] -2035.25000 -1810.85714 -1092.16667 -2002.71429 -1854.25000
## [36756] -435.30000 -1295.15385 -434.25000 -1086.12500 -1353.41667
## [36761] -1219.45455 -1973.20000 -1157.87500 -884.28571 -57.33333
## [36766] -1925.92857 -1414.53333 -702.77778 -2583.75000 -1610.40000
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## [36776] -918.69231 -864.30000 -1140.29412 -338.20000 -1445.77778
## [36781] -427.87500 -1212.64706 -619.54545 -1592.20000 -1176.76923
## [36786] -765.81818 -742.08333 -917.16667 -1212.92593 -1671.82353
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## [36796] -2063.71429 -2281.66667 -1179.07143 -1075.54545 -602.60000
## [36801] -1746.87500 -479.40000 -934.64286 -109.20000 -2619.50000
## [36806] -1792.66667 -631.91667 -1268.55556 -1194.45455 -1325.80000
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## [36816] -1124.10000 -1698.50000 -1054.73684 -1207.69231 -1182.81818
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## [36831] -154.66667 -690.88889 -2378.20000 -1215.71429 -1044.73684
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## [36841] -1117.90000 -650.85714 -1271.27273 -1390.11111 -516.75000
## [36846] -1039.71429 -155.41667 -950.72727 -1289.81818 -2415.83333
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## [36856] -1482.91667 -993.88889 -733.71429 -956.72727 -972.20833
## [36861] -522.57143 -403.07143 -1135.13333 -1986.83333 -1076.83333
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## [36906] -875.40000 -1636.07692 -1709.44444 -1871.71429 -839.20833
## [36911] -180.75000 -1636.46154 -1509.60000 -1783.62500 -1169.88889
## [36916] -1886.20000 -816.71429 -785.83333 -676.83333 -1418.72222
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## [36931] -1529.59091 -906.63636 -395.83333 -460.40000 -1956.66667
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## [36941] -988.63636 -269.71429 -582.71429 -719.25000 -254.25000
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## [36956] -1001.10000 -729.09091 -1323.85714 -774.12500 -837.21429
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## [37026] -1579.71429 -2181.66667 -1172.90476 -1202.20000 -661.90000
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## [38536] -518.62500 -2070.42857 -768.20000 -1289.85714 -2120.75000
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## [38551] -746.77778 -925.75000 -1240.27273 -440.88889 -1189.90000
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## [38616] -2178.80000 -1102.15789 -943.62500 -844.45455 -666.80000
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## [38656] -682.81818 -2495.50000 -625.60000 -1458.21429 -1375.16667
## [38661] -1280.42857 -716.85714 -1043.88889 -1316.77778 -1226.53846
## [38666] -832.11111 -2122.60000 -1167.23529 -840.85714 -654.80952
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## [38686] -1387.07143 -1940.80000 -794.87500 -443.83333 -1371.12500
## [38691] -691.36364 -1130.11111 -2069.66667 -641.83333 -1141.40000
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## [38706] -828.37500 -1600.90000 -1484.77778 -1694.55556 -1125.40000
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## [38756] -1370.72727 -2023.50000 -1769.90000 -1726.22222 -1674.18182
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## [38781] -2205.25000 -1292.27273 -955.41176 -2054.66667 -1637.06250
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## [38816] -1185.71429 -1742.57143 -1750.76923 -590.42857 -1523.46154
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## [38841] -1100.40000 -536.25000 -1266.63636 -1656.88889 -994.11111
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## [38856] -1737.36364 -540.16667 -827.57143 -759.42857 -951.85714
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## [38866] -2250.33333 -879.88889 -911.27273 -1629.20000 -2807.50000
## [38871] -1077.57143 -675.41667 -1058.13333 -624.30769 -1097.71429
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## [38886] -830.22222 -1063.66667 -1027.23077 -874.83333 -1461.09091
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## [38986] -105.66667 -201.33333 -1911.83333 -2105.71429 -1112.81818
## [38991] -1977.60000 -734.20000 -803.63636 -2011.30000 -1520.91667
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## [39006] -2549.50000 -1829.44444 -1075.77778 -894.84211 -503.71429
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## [39026] -1403.34783 -1001.40000 -806.08333 -1653.28571 -933.60000
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## [39606] -1301.71429 -1498.30000 -589.71429 -302.75000 -725.44444
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## [39741] -680.85714 -518.55556 -887.72727 -1469.41667 -1374.90000
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## [39776] -877.85714 -943.81818 -187.91667 -254.33333 -1515.28571
## [39781] -417.20000 -1252.87500 -1396.07692 -857.85714 -638.23077
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## [39791] -76.33333 -2106.80000 -447.60000 -1488.85714 -1987.38889
## [39796] -695.16667 -1334.07143 -685.62500 -1483.41667 -1552.80000
## [39801] -2028.62500 -1055.23333 -1134.18182 -1552.14286 -455.83333
## [39806] -1401.75000 -2118.80000 -1254.56522 -842.47368 -956.62500
## [39811] -938.42857 -1309.28571 -1730.68421 -1265.94444 -2486.75000
## [39816] -1974.66667 -1525.90909 -281.60000 -972.42857 -1449.75000
## [39821] -1248.08333 -1187.36364 -528.69231 -432.42857 -1123.40000
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## [39836] -1026.71429 -1635.26087 -1218.42105 -975.22222 -809.15385
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## [39871] -51.28571 -2654.75000 -1652.88889 -581.26316 -800.12500
## [39876] -1061.80000 -1147.07143 -1986.87500 -904.88889 -571.60000
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## [39886] -506.58333 -91.50000 -1336.15385 -653.71429 -301.20000
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## [39896] -1187.31250 -880.40000 -446.14286 -2433.50000 -313.80000
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## [39906] -513.89796 -1426.85714 -902.88889 -1832.87500 -933.37500
## [39911] -1577.83333 -1861.66667 -466.66667 -1038.72727 -611.07692
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## [39921] -221.25000 -572.63636 -1992.33333 -1542.11111 -1533.83333
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## [39966] -2545.40000 -1556.40000 -884.41667 -1352.63636 -192.33333
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## [39976] -2041.72727 -1112.90909 -1153.37500 -1077.12500 -885.10000
## [39981] -1933.11111 -1861.14286 -2075.50000 -765.10000 -1788.86957
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## [39991] -1146.20000 -1007.22222 -360.85714 -1938.60000 -1218.30000
## [39996] -1655.25000 -1502.28571 -825.85714 -1436.90909 -1175.54545
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## [40011] -1405.85714 -928.38889 -810.62500 -978.20000 -1157.63636
## [40016] -1360.81818 -1132.58824 -491.85714 -1260.25000 -1271.11111
## [40021] -964.18182 -1348.07143 -1953.25000 -670.77778 -722.07692
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## [40036] -1865.85714 -1516.09091 -1958.75000 -1258.11765 -1211.09091
## [40041] -564.71429 -976.54545 -1094.62500 -860.90000 -1373.83333
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## [40076] -399.80000 -2685.33333 -1039.42857 -1177.94444 -1003.55556
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## [40116] -1702.83333 -351.13636 -1269.77778 -1914.71429 -960.62500
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## [40141] -2552.25000 -655.54545 -1246.94118 -1838.36364 -752.09091
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## [40161] -703.77778 -1800.80000 -1957.18182 -1055.70000 -1850.20000
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## [40171] -1144.27273 -858.08333 -1969.57143 -1173.37500 -1744.57143
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## [40196] -1312.62500 -2227.66667 -1528.88889 -958.03704 -1178.75000
## [40201] -1855.25000 -2298.16667 -906.40000 -529.37500 -1542.44444
## [40206] -773.77778 -1149.75000 -1665.41667 -861.42857 -536.60000
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## [40226] -2667.50000 -927.72727 -443.90000 -1021.42857 -217.66667
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## [40271] -1856.70000 -1206.75000 -663.54545 -1071.80000 -1064.72727
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## [40281] -1510.71429 -1595.63636 -1729.66667 -1121.28571 -1386.62500
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## [40316] -2571.50000 -958.16667 -1082.85714 -1586.88889 -1826.93333
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## [40331] -746.85714 -720.40000 -856.25000 -694.38889 -925.90909
## [40336] -1558.37500 -1287.94444 -1638.22222 -1058.28571 -2218.85714
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## [40346] -44.50000 -422.14286 -1923.37500 -1380.81818 -2487.80000
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## [40696] -2588.50000 -1368.38462 -689.57143 -532.37500 -988.11111
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## [40721] -916.46154 -736.20000 -439.87500 -1398.27273 -2148.80000
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## [40896] -1393.11111 -1351.85714 -988.45455 -1495.35714 -621.66667
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## [40921] -1288.85714 -985.15000 -2136.40000 -1013.16667 -1234.75000
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## [41161] -1885.37500 -1005.85714 -1477.87500 -1944.18182 -1320.66667
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## [41186] -877.88889 -1329.42857 -2182.85714 -365.60000 -601.57143
## [41191] -2242.50000 -1211.85714 -1501.55556 -404.14286 -644.87500
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## [41906] -927.14286 -1355.81818 -1433.85714 -1817.88889 -866.27273
## [41911] -1329.20833 -668.44444 -1154.69231 -421.40000 -1032.68750
## [41916] -705.42857 -1372.81818 -923.55556 -1838.38462 -1553.35294
## [41921] -1051.45455 -1413.05556 -652.28571 -1050.07143 -1222.27273
## [41926] -1776.20000 -709.36364 -1278.64706 -1967.33333 -626.30000
## [41931] -400.54545 -1536.82353 -501.54545 -1421.90909 -1043.28571
## [41936] -2214.22222 -2222.50000 -795.57143 -829.85714 -177.64706
## [41941] -1710.90000 -435.71429 -788.63636 -670.16667 -2481.85714
## [41946] -2172.12500 -1499.22222 -1795.57143 -653.36364 -1741.75000
## [41951] -1496.07143 -1124.42857 -1128.84615 -1308.07143 -1235.37500
## [41956] -1255.37500 -863.22222 -1286.15000 -1310.85714 -1570.93333
## [41961] -1350.04000 -2077.57143 -996.75000 -1512.76923 -798.28571
## [41966] -1146.06667 -1742.16667 -975.16667 -1352.80000 -1182.76923
## [41971] -773.41176 -809.16667 -1891.62500 -1490.47368 -1491.40000
## [41976] -1226.14286 -1516.05556 -976.57143 -1769.73333 -801.62500
## [41981] -1083.77778 -590.75000 -459.28571 -1657.38462 -1264.10000
## [41986] -2046.33333 -1249.40000 -1017.37500 -985.85714 -1368.63636
## [41991] -1093.14286 -1381.25000 -1607.70000 -1368.30769 -2602.75000
## [41996] -1661.83333 -714.75000 -2643.80000 -1643.81818 -1760.70000
## [42001] -1808.80000 -1652.41176 -1083.14286 -2389.75000 -899.55556
## [42006] -360.90909 -618.90000 -756.44444 -2136.50000 -1093.17647
## [42011] -1559.40000 -1799.70000 -738.45455 -977.77778 -258.20000
## [42016] -1586.71429 -873.26667 -805.81818 -815.55556 -802.90909
## [42021] -699.70000 -1574.26667 -352.62500 -1110.22222 -2300.44444
## [42026] -1069.12500 -1233.57143 -1149.57143 -868.11111 -1609.87500
## [42031] -1205.14286 -1288.44444 -914.52941 -696.90909 -1223.13333
## [42036] -1831.85714 -93.66667 -464.23077 -1164.42857 -2112.30000
## [42041] -1711.85714 -1548.08333 -872.54545 -2268.75000 -1486.46667
## [42046] -1020.84615 -1725.07692 -689.36667 -1700.23077 -1468.76923
## [42051] -2100.66667 -570.25000 -785.58333 -1015.90909 -1274.83333
## [42056] -729.84615 -1354.72727 -235.80000 -1279.18750 -1874.28571
## [42061] -2141.42857 -1862.16667 -1245.93750 -919.90000 -1858.12500
## [42066] -1878.42857 -1265.70588 -974.22222 -1146.16667 -1158.77778
## [42071] -494.85714 -1458.44444 -527.40000 -424.16667 -1592.06667
## [42076] -1921.66667 -1178.42857 -1219.55556 -872.30769 -1321.80000
## [42081] -682.27273 -1247.88000 -1860.57143 -1483.10000 -500.12500
## [42086] -559.88889 -1466.87500 -1322.25000 -1392.70000 -702.55556
## [42091] -2128.25000 -321.57143 -867.44444 -1582.20833 -454.94444
## [42096] -1668.08333 -1770.44444 -1660.80000 -1050.23529 -215.75000
## [42101] -1139.16667 -1226.85714 -1070.58333 -737.92308 -1768.30000
## [42106] -1151.72222 -889.08333 -142.33333 -814.15789 -599.27273
## [42111] -1382.14286 -1913.11765 -2130.25000 -1409.80000 -901.46154
## [42116] -1300.63636 -1982.33333 -1100.20000 -1126.20000 -345.83333
## [42121] -1356.15385 -1566.80000 -856.64706 -432.25000 -1824.25000
## [42126] -648.85714 -1278.21429 -968.22222 -1020.07692 -1770.66667
## [42131] -642.20000 -2199.75000 -1142.09091 -1307.83333 -649.18750
## [42136] -1240.35000 -1208.93333 -2018.12500 -2695.50000 -930.27273
## [42141] -1013.44444 -1491.20000 -1837.85714 -1435.43478 -822.90000
## [42146] -1108.91667 -664.62500 -1006.88889 -1233.41667 -1327.12500
## [42151] -1732.85714 -855.35714 -356.83333 -2097.50000 -1746.33333
## [42156] -308.60000 -1261.88889 -1427.40000 -1418.90909 -1392.16667
## [42161] -1233.36364 -2091.25000 -985.11111 -600.25000 -2385.71429
## [42166] -356.80000 -879.66667 -1118.42857 -942.77778 -1054.20000
## [42171] -395.15789 -1311.18182 -495.83333 -1925.90000 -120.62500
## [42176] -676.60000 -726.20000 -1311.27273 -1250.41667 -1147.28571
## [42181] -1246.38462 -1941.85714 -2537.66667 -797.07692 -1200.10000
## [42186] -1174.08333 -931.81250 -1881.66667 -1162.87500 -1223.90000
## [42191] -1669.37500 -1539.09091 -840.70000 -1775.42857 -1734.14286
## [42196] -788.25000 -2169.25000 -2180.80000 -990.38462 -919.70000
## [42201] -1509.80769 -502.40000 -1039.84615 -1781.08333 -129.55556
## [42206] -964.77778 -785.54545 -1164.40000 -364.75000 -1195.30000
## [42211] -1674.75000 -1483.33333 -1384.30769 -994.20000 -1365.57143
## [42216] -939.75000 -2357.50000 -592.12500 -267.60000 -1020.11111
## [42221] -1920.69231 -1425.36364 -1653.50000 -664.16667 -1358.35714
## [42226] -944.36364 -481.77778 -450.28571 -1553.42857 -1288.52381
## [42231] -886.60000 -1810.81818 -566.58333 -871.62500 -1620.46154
## [42236] -2023.81818 -991.76471 -1190.07692 -703.71429 -1574.85714
## [42241] -1634.80000 -2288.33333 -1488.61111 -1177.31818 -874.90909
## [42246] -275.75000 -1180.44444 -733.08333 -1200.72727 -444.27273
## [42251] -1118.55556 -1212.72727 -696.77778 -1133.21429 -1209.53846
## [42256] -1694.84615 -507.80000 -1564.92857 -1242.55556 -1647.13333
## [42261] -1891.09091 -1881.16667 -359.62500 -1744.84615 -1288.92308
## [42266] -485.28571 -2032.40000 -1613.18182 -566.88889 -1510.37736
## [42271] -1607.37500 -1092.90000 -529.41667 -868.13333 -2309.50000
## [42276] -966.80000 -2376.75000 -968.26316 -1761.16667 -457.83333
## [42281] -712.65957 -2295.80000 -248.87500 -650.60000 -1804.16667
## [42286] -642.37500 -1984.25000 -517.14286 -1598.61538 -2572.60000
## [42291] -2020.44444 -659.61538 -1614.12500 -713.53333 -301.88889
## [42296] -1144.72727 -932.90000 -1152.41667 -266.75000 -736.90909
## [42301] -1099.94737 -1526.55556 -355.80000 -1403.22222 -820.40000
## [42306] -954.62500 -1055.16667 -748.30000 -1134.36364 -1312.21053
## [42311] -1770.28571 -745.40000 -1318.12500 -1105.13333 -523.60000
## [42316] -1535.68750 -1787.87500 -396.44444 -1097.83333 -1404.66667
## [42321] -1061.10000 -910.91667 -2138.11111 -1640.09091 -1236.57143
## [42326] -1740.10000 -507.64286 -762.54545 -660.30769 -1062.77778
## [42331] -1289.57143 -530.80000 -1725.80000 -1986.77778 -942.63158
## [42336] -1704.44444 -1082.70000 -1915.88889 -1749.88889 -1350.14286
## [42341] -720.60000 -1138.96970 -1015.54545 -950.77778 -1746.30000
## [42346] -1824.57143 -2107.87500 -180.25000 -1882.37500 -1536.11111
## [42351] -907.71429 -1209.77778 -1497.75000 -1378.26667 -1897.37500
## [42356] -2698.60000 -1169.45455 -453.20000 -1758.60000 -1051.81818
## [42361] -1766.91667 -1139.83333 -1322.81818 -1456.90000 -1698.70000
## [42366] -1551.52632 -1288.41667 -1000.18182 -1945.22222 -1744.40000
## [42371] -1220.52941 -1298.07692 -1572.72727 -1464.40000 -1447.94118
## [42376] -583.83333 -944.68750 -1355.12500 -2075.69231 -88.66667
## [42381] -1525.55556 -826.44444 -1815.90000 -868.87500 -1198.44444
## [42386] -1360.80000 -1706.60000 -862.57143 -908.16667 -1372.96875
## [42391] -1337.88889 -1163.70000 -1598.12500 -1711.83333 -1695.58333
## [42396] -1072.87500 -953.72727 -778.54545 -1204.80000 -382.25000
## [42401] -601.87500 -315.25000 -1453.28571 -1908.05882 -1039.30769
## [42406] -1224.42857 -288.16667 -1215.16667 -622.36364 -970.77778
## [42411] -1628.09091 -312.75000 -1123.27273 -1122.08333 -1780.62500
## [42416] -1716.88889 -1654.45455 -1352.90909 -1183.26316 -1814.16667
## [42421] -1004.93333 -1259.09091 -603.55556 -727.85714 -1384.37500
## [42426] -1577.69231 -1942.83333 -1946.75000 -1323.06250 -1714.16667
## [42431] -1953.55556 -1824.33333 -1485.37500 -613.80000 -973.52632
## [42436] -1710.21429 -2446.25000 -1736.85714 -966.54545 -1520.87500
## [42441] -1081.82143 -1452.55556 -1412.46154 -1729.31250 -1772.66667
## [42446] -2433.75000 -919.38462 -1026.45455 -1963.22222 -2175.75000
## [42451] -181.66667 -1149.27273 -2582.33333 -2050.75000 -1526.83333
## [42456] -1004.11765 -2093.33333 -864.14286 -1758.28571 -1538.92308
## [42461] -1213.83333 -1795.80000 -1510.80000 -1889.57143 -1356.11765
## [42466] -872.21429 -657.28571 -2067.57143 -2194.80000 -716.62500
## [42471] -2604.33333 -1821.62500 -790.30000 -1008.08333 -1696.08333
## [42476] -1829.37500 -2035.75000 -746.46667 -1223.73333 -1881.91667
## [42481] -1466.22222 -1582.22222 -1052.62500 -932.85714 -1118.83333
## [42486] -276.16667 -289.60000 -985.77778 -375.22222 -2581.75000
## [42491] -1166.27273 -826.54545 -386.87500 -337.66667 -588.57143
## [42496] -550.77778 -1458.42857 -1310.60000 -1328.85714 -1985.40000
## [42501] -1731.83333 -356.87500 -616.55556 -1407.78571 -565.60000
## [42506] -667.44444 -1144.54545 -1518.28571 -1713.92308 -2174.11111
## [42511] -806.12500 -869.42857 -1156.77778 -2051.20000 -1452.63636
## [42516] -167.75000 -1312.76471 -1259.55556 -1365.14286 -1280.63158
## [42521] -1296.21429 -1314.90909 -1660.21429 -872.42857 -1394.28571
## [42526] -1029.81818 -2519.00000 -767.61538 -2732.66667 -2393.50000
## [42531] -954.31250 -1599.15385 -1412.04167 -1205.20000 -896.18182
## [42536] -1319.89474 -1494.81818 -639.42857 -2403.25000 -1022.40000
## [42541] -1187.22727 -1155.42857 -1003.25000 -1355.90909 -1199.38462
## [42546] -1749.71429 -629.71429 -1068.09091 -1622.18182 -1689.09091
## [42551] -1131.94118 -1971.60000 -1876.14286 -1056.14286 -540.30000
## [42556] -1242.42857 -903.66667 -693.30000 -1182.40000 -890.90000
## [42561] -1633.23077 -1739.40000 -1400.91667 -1497.28571 -303.66667
## [42566] -386.20000 -486.37500 -1653.10000 -1201.44444 -1098.91667
## [42571] -672.12500 -1501.40000 -1892.42857 -524.66667 -629.42857
## [42576] -131.30769 -1664.45455 -822.20000 -898.72727 -1006.71429
## [42581] -557.16667 -664.71429 -1035.92000 -835.40000 -1073.27778
## [42586] -966.28571 -1214.37500 -939.11111 -617.56250 -1234.37500
## [42591] -1098.87500 -1022.86667 -1441.05263 -1071.42857 -2577.25000
## [42596] -523.20000 -897.90000 -1035.78571 -682.71429 -206.80000
## [42601] -946.60000 -1590.12500 -749.25000 -1188.11111 -1172.14286
## [42606] -1590.83333 -659.27273 -710.83333 -1115.37500 -1256.58333
## [42611] -1363.83333 -783.14286 -1003.14286 -1711.10000 -957.84615
## [42616] -2246.25000 -841.22222 -878.62500 -1226.55556 -1053.10000
## [42621] -1322.87500 -1523.48148 -803.60000 -963.36364 -352.57143
## [42626] -1784.12500 -1873.40000 -345.40000 -1114.62500 -1391.30769
## [42631] -1297.71429 -776.13043 -1496.22222 -2113.63636 -1318.81250
## [42636] -1245.40000 -1551.82353 -2195.85714 -1181.87500 -1765.50000
## [42641] -1298.16667 -1917.38462 -1568.90000 -1055.40000 -765.14286
## [42646] -956.85714 -1076.76923 -1750.75000 -598.42857 -842.27273
## [42651] -1346.87500 -579.60000 -994.60000 -1439.29412 -873.92857
## [42656] -1417.18182 -608.20000 -944.30000 -2366.80000 -938.40000
## [42661] -1628.07692 -1549.72222 -1518.90000 -1406.60000 -945.16667
## [42666] -1281.14286 -1129.93333 -2611.66667 -1223.08333 -1672.91667
## [42671] -876.57143 -2251.44444 -1299.62500 -1704.60000 -1466.12500
## [42676] -701.71429 -728.63636 -1288.73684 -418.80000 -2038.50000
## [42681] -1318.18182 -908.88889 -1282.77778 -1206.27273 -677.44444
## [42686] -1076.72727 -1447.23077 -1558.77778 -2089.25000 -1591.55556
## [42691] -1688.70000 -2299.71429 -1193.47059 -1459.72727 -2046.14286
## [42696] -1118.35714 -1375.90909 -1158.11111 -794.88889 -1666.81818
## [42701] -1116.10000 -1288.55556 -948.88889 -1668.41667 -899.92308
## [42706] -1467.14286 -719.83333 -1394.57143 -1254.53846 -652.60000
## [42711] -962.44444 -1530.57143 -1575.72727 -1044.40000 -1226.64286
## [42716] -600.85714 -1078.38889 -1248.25000 -1730.42857 -1984.83333
## [42721] -1462.58333 -2012.22222 -1194.44444 -1245.62500 -1044.71429
## [42726] -560.28571 -965.10000 -1605.53846 -869.88889 -837.37500
## [42731] -2026.25000 -1399.93750 -1025.27273 -463.37500 -1535.62500
## [42736] -880.09091 -863.85714 -842.16667 -1250.94118 -816.73333
## [42741] -1417.60000 -327.71429 -1119.88889 -1629.72727 -1163.41667
## [42746] -1103.47059 -1038.92308 -1333.85000 -1710.25000 -1186.30000
## [42751] -1903.83333 -1105.44444 -1866.58333 -960.25000 -862.88889
## [42756] -960.55556 -1743.14286 -860.70000 -945.03846 -1007.90000
## [42761] -871.71429 -2201.37500 -2416.50000 -563.57143 -1492.27273
## [42766] -1141.71429 -1555.07692 -1918.75000 -552.11111 -825.87500
## [42771] -1317.72727 -1590.77778 -1738.77778 -1507.75000 -1042.55556
## [42776] -2271.20000 -1596.54545 -1050.05882 -1089.63636 -325.87500
## [42781] -1350.12500 -1891.20000 -1078.25000 -924.90909 -253.12500
## [42786] -1786.40000 -927.46154 -1406.42857 -557.85714 -999.58333
## [42791] -859.57143 -1788.88889 -1805.27778 -1260.88235 -1490.92857
## [42796] -358.80000 -1127.88889 -1475.18750 -798.69231 -1547.30000
## [42801] -1595.76190 -1245.90909 -836.23077 -461.40000 -770.23077
## [42806] -628.16667 -1426.41667 -456.28571 -1356.88889 -1363.41176
## [42811] -213.70000 -852.77778 -1942.66667 -975.55556 -1586.84615
## [42816] -1857.83333 -1984.12500 -807.30000 -1374.10000 -819.08333
## [42821] -1233.81250 -1442.14286 -1659.16667 -1406.07143 -1366.75000
## [42826] -943.10000 -688.44444 -1398.36364 -1446.26667 -1172.90000
## [42831] -300.60000 -655.10000 -1025.70000 -1186.63636 -1272.53333
## [42836] -1227.92308 -1030.76923 -1403.16667 -1488.28571 -1879.20000
## [42841] -739.85714 -1642.36364 -693.37500 -1367.27273 -639.36364
## [42846] -352.16667 -2004.76923 -1185.70000 -1276.13333 -1569.27273
## [42851] -2024.50000 -1702.62500 -1216.47059 -813.26667 -1700.54545
## [42856] -1312.22222 -861.64706 -2453.33333 -1561.73684 -1884.83333
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## [42871] -991.85714 -1140.80000 -2219.80000 -1360.45455 -1615.10000
## [42876] -1691.37500 -1601.55000 -1575.12500 -947.05882 -2635.50000
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## [42891] -2541.14286 -1243.10000 -1924.70000 -2033.20000 -1607.85714
## [42896] -959.40000 -1611.87500 -1356.76923 -1814.28571 -1053.36364
## [42901] -1745.53333 -1954.28571 -1280.14286 -331.20000 -1127.58333
## [42906] -1510.09091 -617.16667 -845.20000 -1887.20000 -2281.50000
## [42911] -1277.53846 -1365.45455 -2285.75000 -1336.71429 -1333.53846
## [42916] -1253.23529 -305.83333 -1392.40000 -1086.07692 -1660.44444
## [42921] -801.30769 -740.45455 -1281.36364 -930.92308 -2342.85714
## [42926] -721.34043 -591.85714 -759.28571 -843.71429 -1272.12500
## [42931] -1424.91667 -541.22222 -2036.75000 -1329.40741 -1304.20000
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## [42941] -1906.81818 -1536.75000 -605.57143 -1388.54545 -785.30769
## [42946] -755.14286 -1462.82353 -1023.90000 -1224.06667 -735.14286
## [42951] -1364.40000 -758.61538 -1947.33333 -967.40000 -1352.84615
## [42956] -1213.05263 -559.27273 -1745.88889 -1330.70000 -1402.26667
## [42961] -1105.87500 -2340.66667 -1397.60000 -1164.36364 -1155.28571
## [42966] -1413.58333 -1031.62500 -671.87500 -1779.77778 -1031.22222
## [42971] -373.85714 -407.14286 -590.11111 -807.88889 -1147.40000
## [42976] -1222.41667 -1170.14286 -1158.16667 -1074.58333 -287.83333
## [42981] -596.11111 -206.25000 -1269.13333 -1440.20000 -1190.78571
## [42986] -1631.36842 -1402.55556 -1548.77778 -1421.13333 -2593.50000
## [42991] -421.44444 -1900.35714 -996.57143 -2219.50000 -1103.41667
## [42996] -471.60000 -1421.55556 -2063.25000 -2548.66667 -1496.25000
## [43001] -398.16667 -1247.80000 -503.83333 -701.77778 -631.13333
## [43006] -468.71429 -1796.25000 -401.90000 -1401.30000 -1203.69231
## [43011] -904.14286 -1502.43478 -630.16667 -1897.25000 -930.91667
## [43016] -1174.17647 -1587.33333 -1726.36364 -1398.90000 -1506.85714
## [43021] -1783.60000 -1332.20000 -311.83333 -731.62500 -1393.81818
## [43026] -2097.60000 -1479.16667 -762.91667 -836.88889 -1746.83333
## [43031] -1645.80000 -451.14286 -1665.90909 -2557.50000 -1191.90000
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## [43041] -1420.76923 -535.70000 -1263.37500 -1457.45455 -1227.34783
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## [43056] -2071.22222 -1090.81818 -1377.85714 -914.10000 -1033.42105
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## [43076] -1348.45455 -1410.71429 -1508.26667 -1605.55556 -916.88889
## [43081] -1329.83333 -1497.12500 -261.20000 -1078.08333 -818.71429
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## [43091] -1868.80000 -1292.72727 -1464.30769 -1625.75000 -1068.89286
## [43096] -1640.36364 -1538.57143 -1219.38889 -1737.63636 -1746.37500
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## [43106] -1661.90000 -738.20000 -1548.55556 -1286.35714 -1598.20000
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## [43121] -995.10526 -860.78571 -429.42857 -1124.46667 -1514.08333
## [43126] -1101.06250 -1423.90000 -1426.84615 -735.07692 -2140.88889
## [43131] -1148.30769 -1272.52632 -425.72727 -1331.70000 -1088.11111
## [43136] -1106.59259 -1346.09091 -1064.85714 -1427.81818 -469.22222
## [43141] -1624.88889 -1855.47059 -1143.60000 -951.21429 -1254.14286
## [43146] -975.53846 -1333.18182 -1642.83333 -703.87500 -754.80000
## [43151] -1178.38462 -2000.60000 -1459.16667 -2032.16667 -908.25000
## [43156] -1080.44444 -1336.72727 -1269.88889 -1937.80000 -1759.71429
## [43161] -592.20000 -1018.85714 -769.83333 -1703.71429 -746.28571
## [43166] -1401.93750 -1405.66667 -72.50000 -1621.70000 -1137.12500
## [43171] -658.71429 -941.38462 -1972.83333 -1030.20000 -431.38889
## [43176] -839.12500 -1316.30769 -1145.69231 -1035.87500 -1334.85714
## [43181] -709.83333 -1351.41667 -654.90909 -772.70000 -327.72727
## [43186] -1501.14286 -1666.77778 -1288.35294 -438.63636 -1713.09091
## [43191] -1426.71429 -704.63636 -994.63158 -1984.71429 -777.62500
## [43196] -1378.90000 -1059.42857 -477.42857 -1380.28571 -484.16667
## [43201] -1505.20000 -1602.13333 -1986.37500 -1542.45455 -2589.66667
## [43206] -341.90909 -1469.11765 -565.87500 -2231.60000 -1142.68750
## [43211] -747.71429 -1040.10000 -1124.57143 -1512.20000 -1770.91667
## [43216] -1705.54545 -869.37500 -1065.07692 -2333.60000 -959.85714
## [43221] -1522.77778 -1153.63636 -1953.33333 -1400.44444 -844.22222
## [43226] -1020.42857 -1109.85714 -1416.06667 -1101.23529 -1428.27273
## [43231] -1584.76923 -2345.50000 -727.71429 -1104.16667 -942.21053
## [43236] -887.90909 -1732.16667 -1167.80000 -2301.60000 -719.42857
## [43241] -998.80000 -1743.36364 -937.31250 -882.35714 -776.88889
## [43246] -376.40000 -1209.45455 -1198.54545 -1582.92857 -1325.64706
## [43251] -1650.87500 -1659.87500 -836.37500 -1044.30000 -1435.28571
## [43256] -1206.21739 -940.96429 -1874.20000 -1778.80000 -577.28571
## [43261] -1220.78571 -2311.50000 -822.83333 -212.33333 -517.55556
## [43266] -1323.16667 -1013.57143 -582.44444 -558.42857 -281.75000
## [43271] -707.23077 -468.23077 -1528.11765 -1135.55556 -1047.88889
## [43276] -2487.66667 -2068.85714 -1640.40000 -1388.60000 -1233.30769
## [43281] -1332.56250 -1321.92857 -1292.07143 -593.40000 -1255.10000
## [43286] -772.45455 -1831.25000 -1232.22222 -691.94118 -1267.77778
## [43291] -1530.64706 -2566.33333 -1052.85185 -1498.88889 -1068.61538
## [43296] -88.33333 -1082.36364 -2078.80000 -1347.87500 -1050.10000
## [43301] -1771.61538 -2101.36364 -972.63636 -1299.22222 -1506.84615
## [43306] -1572.88889 -680.20000 -1683.42857 -1169.22222 -1685.88889
## [43311] -1431.04000 -564.20000 -318.10000 -675.22222 -1162.11111
## [43316] -1013.55556 -1247.93333 -837.52941 -908.14286 -846.57143
## [43321] -608.83333 -804.31250 -1462.35714 -285.28571 -991.44444
## [43326] -1149.22727 -1033.16667 -2092.60000 -946.45455 -405.87500
## [43331] -939.77778 -1580.72727 -1176.30000 -1498.71429 -1459.75000
## [43336] -1488.30000 -1219.42857 -581.14286 -1977.75000 -1576.75000
## [43341] -1246.20000 -804.45455 -1475.63636 -1480.37500 -2626.50000
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## [43351] -300.16667 -1632.80000 -2062.60000 -522.60000 -2174.80000
## [43356] -1110.68421 -2233.66667 -1001.83333 -774.80000 -1206.63636
## [43361] -650.93333 -1158.62500 -1764.77778 -2726.66667 -431.37500
## [43366] -1583.88889 -1716.75000 -806.77778 -225.58333 -1256.57143
## [43371] -985.35714 -1644.10000 -173.14286 -667.90909 -1122.09091
## [43376] -1081.63636 -2358.66667 -850.62500 -1587.16667 -2111.75000
## [43381] -614.38889 -1944.42857 -1339.26667 -1383.70000 -1630.88235
## [43386] -1577.70000 -330.80000 -1105.46667 -1028.05556 -1053.57143
## [43391] -1345.71429 -1831.55556 -328.42857 -614.77778 -1525.17391
## [43396] -1406.85000 -996.28571 -1619.76923 -768.55556 -1014.78571
## [43401] -1369.12500 -903.40000 -1386.16667 -935.93750 -1353.16667
## [43406] -971.80000 -740.20000 -900.55556 -2041.66667 -1646.35294
## [43411] -1216.15385 -2171.66667 -1394.87500 -732.14286 -1869.11111
## [43416] -1518.84615 -1028.15385 -884.85714 -1349.09091 -1906.27273
## [43421] -1524.88889 -246.38462 -1456.58824 -242.83333 -1161.14286
## [43426] -1111.55556 -1070.76471 -1983.61538 -2191.50000 -1085.28571
## [43431] -1482.31250 -1181.12500 -2024.25000 -207.10000 -770.28571
## [43436] -694.87500 -1309.40000 -1581.37500 -2175.83333 -1332.08333
## [43441] -1297.58333 -1096.20000 -1250.60000 -829.77778 -977.85000
## [43446] -965.09091 -619.40000 -679.15385 -2098.25000 -1439.10000
## [43451] -1382.10000 -1002.85714 -1302.34783 -771.46154 -876.11765
## [43456] -2102.18182 -1542.71429 -1084.27778 -1650.58333 -1668.55556
## [43461] -1196.93333 -898.92857 -993.73333 -1391.42857 -1238.90909
## [43466] -1652.44444 -75.50000 -1445.87500 -430.55000 -1704.42857
## [43471] -2096.18750 -2247.33333 -1256.71429 -769.14286 -345.60000
## [43476] -2355.50000 -771.70000 -855.44444 -648.64286 -284.85714
## [43481] -1138.37500 -885.88889 -2139.80000 -860.16667 -1771.90909
## [43486] -1404.70000 -661.53846 -1258.33333 -872.76923 -742.55556
## [43491] -1895.88889 -1013.87500 -2037.66667 -686.13333 -1920.12500
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## [43501] -909.62500 -1760.15385 -1461.12500 -828.14286 -1349.61538
## [43506] -1437.81818 -1721.46154 -2025.25000 -555.88889 -1647.33333
## [43511] -852.27273 -929.78947 -1732.91667 -875.88889 -2021.44444
## [43516] -1869.14286 -1271.87500 -1322.92308 -1614.28571 -1993.85714
## [43521] -1700.27273 -1995.62500 -713.37500 -2778.00000 -805.62500
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## [43531] -1117.77778 -868.09091 -743.09091 -700.23077 -928.72727
## [43536] -842.23810 -1645.85714 -1186.07143 -1895.62500 -1067.87500
## [43541] -1864.83333 -729.33333 -839.14286 -1842.88889 -1986.42857
## [43546] -1647.07692 -1260.41667 -1292.14286 -1496.93750 -682.14286
## [43551] -828.41667 -1139.55556 -821.53846 -1199.18182 -1857.60000
## [43556] -703.56757 -1737.81818 -669.20000 -562.42857 -1025.08333
## [43561] -1211.77778 -1600.73333 -1157.37500 -1105.18182 -1772.81818
## [43566] -523.07692 -1057.92857 -1481.80000 -571.28571 -2798.50000
## [43571] -2902.00000 -1680.12500 -495.30769 -1634.25000 -1298.13793
## [43576] -1199.36842 -1434.42857 -1085.81818 -146.66667 -1398.83333
## [43581] -1675.35294 -2577.50000 -446.28571 -1585.87500 -1263.10000
## [43586] -1180.57143 -1780.30000 -420.75000 -1397.35294 -1187.45455
## [43591] -405.30769 -1148.14286 -1168.62500 -1166.18750 -500.83333
## [43596] -1037.93750 -1385.13333 -708.16667 -1014.14286 -1342.62500
## [43601] -981.63636 -344.62500 -964.31250 -1342.35714 -1769.61538
## [43606] -1430.14286 -1139.63636 -867.10000 -1507.66667 -860.18750
## [43611] -1084.93333 -1221.91667 -1533.72727 -1860.14286 -1297.66667
## [43616] -1361.85714 -1667.27273 -1002.12500 -386.57143 -1300.57895
## [43621] -2125.83333 -1869.13333 -1774.62500 -1738.25000 -602.55556
## [43626] -1354.91667 -1438.18182 -1672.57143 -1344.88889 -1376.42857
## [43631] -518.44444 -1339.28571 -1487.25000 -624.22222 -564.42857
## [43636] -1584.25000 -405.55556 -473.18182 -1607.91667 -745.30000
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## [43646] -1441.53846 -1169.91667 -1665.72727 -2078.75000 -749.91667
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## [43656] -1971.80000 -404.90000 -750.45455 -627.38462 -658.73333
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## [43686] -958.07692 -1599.38462 -1097.37500 -1121.69231 -938.27273
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## [43706] -505.55556 -290.60000 -730.20000 -1648.44444 -691.77778
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## [43786] -394.40000 -670.60000 -1003.11111 -1252.88235 -544.80000
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## [43801] -1698.25000 -2230.40000 -1263.87500 -1763.87500 -1212.88889
## [43806] -1360.76923 -1042.20000 -1081.13333 -578.42857 -1574.23077
## [43811] -567.44444 -1984.75000 -965.88889 -2379.40000 -596.75000
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## [47606] -1229.92857 -2764.50000 -824.90000 -1176.73684 -1571.81250
## [47611] -403.70000 -1320.81250 -1726.30000 -973.10526 -1214.42857
## [47616] -2272.25000 -544.16667 -415.55556 -1641.75000 -1988.36364
## [47621] -1721.25000 -1554.93750 -1380.09091 -1560.42857 -1175.92308
## [47626] -1067.90909 -1170.09091 -2181.20000 -1352.77273 -1527.88889
## [47631] -2240.50000 -1045.57143 -2139.75000 -1048.10000 -1139.93750
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## [47641] -1587.72727 -1422.22222 -106.75000 -1502.36364 -731.90000
## [47646] -377.42857 -1582.25000 -1957.16667 -1156.14286 -279.87500
## [47651] -2333.80000 -273.33333 -720.72727 -759.12500 -2052.85714
## [47656] -323.33333 -1204.30000 -1307.53333 -587.56250 -1073.69231
## [47661] -683.40000 -386.90000 -1354.34615 -893.10000 -1900.55556
## [47666] -1538.14286 -817.55556 -945.72727 -482.85714 -1549.22222
## [47671] -2134.25000 -620.42857 -1196.18182 -221.62500 -813.16667
## [47676] -1398.66667 -1369.90000 -1248.16667 -1257.61538 -1184.94444
## [47681] -398.80000 -1171.37500 -962.87500 -1836.16667 -1240.64706
## [47686] -596.87500 -1490.61538 -932.27778 -459.20000 -1453.60000
## [47691] -627.11111 -1515.64706 -2677.66667 -1244.37500 -1489.80000
## [47696] -779.28571 -743.40000 -897.93333 -654.72727 -1571.85714
## [47701] -2168.77778 -493.25000 -1681.08333 -212.16667 -2183.20000
## [47706] -1602.15385 -1375.83333 -1453.57143 -1371.62500 -2648.42857
## [47711] -200.33333 -1517.46154 -1846.62500 -1422.14286 -1477.26316
## [47716] -1655.62500 -1095.30000 -1306.22222 -621.64286 -1802.20000
## [47721] -718.55556 -1348.88889 -1218.46667 -1111.81818 -546.28571
## [47726] -1467.12500 -807.93750 -1424.30000 -1289.22222 -442.22222
## [47731] -655.72727 -1866.10526 -1051.28571 -1115.52941 -115.33333
## [47736] -1291.21053 -126.33333 -1523.06250 -1745.13333 -1337.38462
## [47741] -2714.71429 -658.87500 -993.45455 -624.71429 -1345.93750
## [47746] -1759.16667 -1571.71429 -1101.73684 -321.12500 -1749.20000
## [47751] -451.72727 -1823.80000 -513.12500 -857.57895 -924.14286
## [47756] -1489.63636 -1173.04167 -692.22222 -894.61538 -1650.88889
## [47761] -763.94444 -1251.88235 -1497.70000 -1635.60000 -1085.16667
## [47766] -1411.62500 -1193.62500 -350.40000 -2447.80000 -855.38462
## [47771] -824.43750 -1255.40909 -1005.06667 -1503.10000 -728.62500
## [47776] -961.53846 -1345.11111 -676.94118 -1774.60000 -774.82353
## [47781] -1255.17647 -1691.66667 -1239.88889 -1537.40000 -1094.22222
## [47786] -316.71429 -2586.60000 -634.85714 -1956.30000 -1377.07692
## [47791] -1941.83333 -1197.37500 -1657.55556 -1470.37500 -437.80000
## [47796] -924.11111 -1238.85714 -621.12500 -1285.44444 -959.11111
## [47801] -528.60000 -1147.22222 -258.87500 -610.70000 -1795.54545
## [47806] -1630.71429 -1209.13333 -1432.11111 -1490.10000 -1240.61538
## [47811] -1783.40000 -1213.92857 -2186.66667 -732.70000 -1812.77778
## [47816] -1936.16667 -842.44444 -926.83333 -697.14286 -1884.66667
## [47821] -1578.27273 -1884.16667 -1501.42857 -2586.25000 -626.87500
## [47826] -2026.16667 -1136.92308 -1768.83333 -165.20000 -1364.16667
## [47831] -1191.44444 -1770.41667 -834.08333 -1565.55556 -514.16667
## [47836] -2386.57143 -643.36364 -1905.42857 -1681.94444 -1929.87500
## [47841] -1251.81250 -1156.58333 -1164.12500 -1341.10000 -382.20000
## [47846] -1056.36364 -2728.50000 -1441.30000 -1805.83333 -1354.37500
## [47851] -699.14286 -1591.90000 -1219.70588 -1255.61538 -1631.58333
## [47856] -1621.83333 -2279.50000 -1109.09524 -1240.37500 -1082.68750
## [47861] -405.35714 -671.12500 -1177.78571 -961.21429 -860.58824
## [47866] -331.80000 -850.20000 -1206.15789 -1685.38462 -484.28571
## [47871] -1319.37500 -656.55556 -99.25000 -599.87500 -828.40000
## [47876] -783.65000 -747.38462 -556.20000 -1888.88889 -1689.57143
## [47881] -1642.90000 -711.62500 -26.66667 -1144.71429 -897.88235
## [47886] -1101.70000 -271.83333 -482.30769 -1952.75000 -705.16667
## [47891] -1779.76923 -1234.77778 -1132.75000 -1156.86667 -1878.11111
## [47896] -432.20000 -1899.31818 -1683.85714 -1493.12500 -1926.06667
## [47901] -896.76923 -1992.42857 -353.28571 -1056.05882 -960.80000
## [47906] -232.90909 -1269.55556 -1365.90000 -1080.23529 -623.80000
## [47911] -2319.25000 -1043.11111 -901.92857 -637.88889 -828.44444
## [47916] -723.20000 -1216.86667 -679.30769 -862.61905 -764.45455
## [47921] -1805.63636 -1228.94444 -2046.40000 -1266.41176 -1023.64706
## [47926] -2161.33333 -870.85714 -2408.50000 -2320.50000 -1258.64286
## [47931] -1973.60000 -809.30769 -1299.88889 -336.21429 -2382.44444
## [47936] -865.76923 -2024.20000 -949.30000 -823.95455 -1428.40000
## [47941] -1133.44444 -671.08333 -658.37500 -1228.87500 -2002.33333
## [47946] -1768.94118 -408.20000 -1094.81818 -1200.16667 -1580.28571
## [47951] -379.31818 -749.45455 -1265.63636 -1471.45455 -1137.83333
## [47956] -413.30769 -917.62500 -1094.84615 -2150.83333 -1247.75000
## [47961] -1732.25000 -1423.75000 -965.22727 -1568.78947 -448.36364
## [47966] -677.22222 -1646.77778 -1481.40000 -1873.08333 -783.85714
## [47971] -2251.25000 -1385.88889 -1300.57143 -1723.60000 -1820.20000
## [47976] -1451.72727 -695.81818 -929.40000 -2318.50000 -1445.12500
## [47981] -497.85714 -1917.08333 -1319.73333 -3.00000 -478.62500
## [47986] -1953.72727 -1499.55556 -358.44444 -179.44444 -1057.85714
## [47991] -594.87500 -2226.25000 -2068.40000 -1332.62500 -1148.70000
## [47996] -932.72222 -1409.11111 -2331.75000 -718.42857 -372.57143
## [48001] -1572.58824 -2419.50000 -1275.64286 -757.57143 -815.44444
## [48006] -1745.75000 -1257.22222 -573.25000 -1205.42857 -1757.14286
## [48011] -890.87500 -954.56250 -1682.22222 -866.55556 -1489.11111
## [48016] -1680.88000 -740.42857 -1039.58824 -1753.85714 -1284.53846
## [48021] -838.55556 -383.28571 -467.83333 -799.71429 -1478.37500
## [48026] -961.09091 -892.81250 -541.28571 -1246.91667 -1164.62500
## [48031] -1914.25000 -1208.28571 -1543.82353 -241.80000 -1055.42857
## [48036] -2368.66667 -650.42857 -1273.63636 -673.54545 -852.44444
## [48041] -637.25000 -251.40000 -1527.26316 -1371.06667 -1519.11111
## [48046] -1286.60000 -1270.72222 -1433.62500 -1674.27273 -916.34783
## [48051] -511.21429 -1390.68421 -1348.16667 -1322.48000 -209.41176
## [48056] -1310.30000 -1928.66667 -877.71429 -638.22222 -472.85714
## [48061] -885.54545 -1312.57143 -1465.87500 -613.44444 -2330.25000
## [48066] -1509.90000 -1077.11111 -1355.62500 -1096.77778 -1827.40000
## [48071] -1204.36364 -1441.20833 -1905.88889 -1435.71429 -1201.18182
## [48076] -1248.72727 -922.91667 -939.37500 -1248.05882 -1400.68421
## [48081] -696.30000 -1936.33333 -987.61538 -1467.78947 -1581.55556
## [48086] -1903.85714 -2469.66667 -1678.60000 -1078.15385 -747.57143
## [48091] -1742.53333 -1663.08333 -1583.14286 -788.18750 -505.20000
## [48096] -1448.62500 -1864.81818 -1594.11111 -2422.33333 -1124.40000
## [48101] -1109.15385 -1693.07143 -708.18750 -2003.16667 -1655.83333
## [48106] -1298.28571 -1363.42857 -1073.68421 -908.35000 -1741.57143
## [48111] -415.14286 -1501.92308 -2010.18182 -1433.69231 -1067.28571
## [48116] -2285.66667 -1637.88889 -1842.90909 -1853.53846 -750.08333
## [48121] -549.20000 -1673.84615 -788.87500 -704.28571 -332.30769
## [48126] -520.30000 -2086.16667 -2223.50000 -237.60000 -1817.41667
## [48131] -1074.85714 -1527.22222 -931.37500 -1294.81250 -1645.09091
## [48136] -1647.64706 -1431.08333 -1988.12500 -819.30000 -750.69231
## [48141] -1052.57143 -1203.60000 -895.77778 -1246.41667 -2582.00000
## [48146] -1227.72727 -2179.76923 -1025.22222 -444.55556 -1733.70000
## [48151] -1277.30000 -699.08333 -1477.83333 -1419.22222 -826.62500
## [48156] -1767.57143 -461.45455 -1359.12500 -1479.77778 -2395.50000
## [48161] -1524.42105 -1104.58333 -1666.16667 -733.57143 -1836.70000
## [48166] -1510.38462 -1075.18182 -1956.14286 -960.12500 -1440.57143
## [48171] -480.21429 -1705.16667 -898.70000 -872.40000 -365.16667
## [48176] -1161.09091 -1383.37500 -1393.63636 -920.72727 -1640.78571
## [48181] -1457.63636 -1402.44444 -1627.40000 -1688.60000 -1276.11111
## [48186] -1495.90909 -464.64286 -1401.53846 -2471.50000 -1246.22222
## [48191] -777.88889 -1582.61538 -1393.69231 -1023.95238 -1893.14286
## [48196] -1777.27273 -748.57143 -1039.91667 -2224.33333 -1354.53333
## [48201] -1273.91304 -738.14286 -1302.44444 -567.12500 -854.55556
## [48206] -1144.22222 -562.90000 -1599.42857 -1531.80000 -1132.22222
## [48211] -1480.71429 -2608.25000 -856.56250 -1595.76471 -1819.63636
## [48216] -1948.12500 -422.55556 -1687.18182 -1676.70000 -1079.91667
## [48221] -515.71429 -830.42857 -2314.60000 -530.73333 -986.11111
## [48226] -583.13333 -1139.12500 -1123.42857 -597.06897 -227.40000
## [48231] -1553.78571 -787.10000 -539.20000 -2186.83333 -1263.22222
## [48236] -863.57143 -921.54545 -1234.10000 -685.28571 -951.23529
## [48241] -382.56250 -663.12500 -625.90909 -1371.40000 -1723.06667
## [48246] -1136.46154 -775.77778 -2094.87500 -896.62500 -1190.28571
## [48251] -2013.60000 -2079.25000 -1780.72727 -2055.40000 -380.62500
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## [48261] -1170.23810 -837.09091 -1526.71429 -2522.87500 -679.75000
## [48266] -1085.38462 -1803.60000 -1103.61538 -559.38462 -1139.18182
## [48271] -134.70000 -1060.21429 -454.26667 -1239.60000 -1369.76923
## [48276] -513.60000 -1484.37500 -857.08333 -1415.60000 -1330.42857
## [48281] -1396.93333 -432.37500 -2388.83333 -972.14286 -910.88889
## [48286] -831.80000 -692.16667 -1437.54545 -1083.30769 -1077.37500
## [48291] -1640.14286 -2703.50000 -505.90909 -1599.33333 -323.16667
## [48296] -153.20000 -1296.70588 -1256.11765 -1019.57143 -1916.16667
## [48301] -1633.78571 -1047.43750 -1002.87500 -95.80000 -2057.85714
## [48306] -1386.14286 -1533.77778 -333.75000 -701.27273 -1544.33333
## [48311] -1892.92308 -1014.53333 -1761.37500 -990.37500 -2147.18182
## [48316] -1199.52941 -524.81818 -1462.80000 -2072.85714 -1648.18182
## [48321] -532.60000 -1064.22222 -500.14286 -1033.11111 -1059.61111
## [48326] -2183.14286 -1778.28571 -467.76923 -545.12500 -1461.42857
## [48331] -489.14286 -903.27273 -522.77778 -1322.15385 -1832.85714
## [48336] -1179.28571 -537.11111 -1235.06250 -2026.12500 -1478.18182
## [48341] -2345.83333 -1313.52632 -1495.45455 -2108.44444 -1111.10000
## [48346] -1947.80000 -1591.62500 -802.16667 -2418.50000 -510.87500
## [48351] -1936.38462 -941.90000 -1682.64286 -1697.14286 -388.20000
## [48356] -878.40000 -1307.68750 -1361.63636 -816.46154 -1247.85714
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## [48371] -2653.25000 -965.20000 -632.16667 -1125.23077 -1979.41667
## [48376] -1193.85714 -1217.29412 -825.76923 -1247.82353 -1405.09091
## [48381] -1487.11111 -1771.71429 -1033.22222 -1536.09091 -1891.30769
## [48386] -422.40000 -657.20000 -1725.37500 -336.16667 -1086.09091
## [48391] -1661.15385 -1809.70000 -1156.71429 -1374.42857 -855.80000
## [48396] -1950.77778 -2236.75000 -1610.73333 -1480.31250 -892.22222
## [48401] -1078.44444 -1352.43478 -1524.12500 -989.53846 -944.18750
## [48406] -1603.53333 -1177.62500 -1537.10000 -402.57143 -2303.40000
## [48411] -1545.90909 -136.66667 -624.46154 -1347.71429 -1420.42857
## [48416] -1948.28571 -1714.83333 -391.42857 -1054.35714 -1448.11765
## [48421] -548.70000 -1583.72727 -1595.62500 -1451.63636 -2135.33333
## [48426] -123.40000 -1557.09091 -1483.44444 -1302.72222 -1593.75000
## [48431] -1721.85714 -992.45455 -1336.55556 -1044.25000 -2709.50000
## [48436] -1476.83333 -53.66667 -1487.87500 -1342.92308 -805.63636
## [48441] -2302.66667 -1070.61538 -1172.20000 -1944.85714 -1408.53846
## [48446] -1793.12500 -2803.33333 -1201.07692 -1703.68182 -1671.07143
## [48451] -1062.29412 -1457.57143 -2812.50000 -534.12500 -1438.72727
## [48456] -1167.11111 -1933.80000 -1075.31818 -425.20000 -2240.66667
## [48461] -505.62500 -1454.28571 -1374.68750 -837.55556 -690.85714
## [48466] -1104.85714 -795.28571 -45.50000 -1410.37500 -810.84615
## [48471] -1226.10000 -1394.78947 -1178.68750 -1108.88235 -2017.71429
## [48476] -1701.11111 -1771.12500 -429.28571 -2040.33333 -805.25000
## [48481] -1458.14286 -813.60000 -1849.77778 -1431.46154 -1392.55556
## [48486] -2019.40000 -2350.37500 -571.71429 -1257.85714 -1694.25000
## [48491] -1028.55556 -479.83333 -964.90909 -764.90000 -1183.54545
## [48496] -1549.33333 -1373.09091 -1150.28571 -2107.66667 -1676.60000
## [48501] -1927.84615 -1328.37500 -1090.37500 -895.63636 -1229.38462
## [48506] -950.18182 -1917.77778 -1656.84615 -734.92308 -1362.13333
## [48511] -1597.90909 -902.69231 -902.42857 -667.07692 -815.77778
## [48516] -1374.25000 -2222.40000 -727.10000 -1007.36364 -1592.22222
## [48521] -1499.41667 -1593.23077 -1784.08333 -1436.42857 -1586.45455
## [48526] -1640.45455 -692.23077 -1360.90000 -2030.75000 -1495.90000
## [48531] -1717.30000 -1144.61538 -1574.28571 -1094.76923 -910.77778
## [48536] -981.06667 -1501.81250 -1613.85714 -957.60000 -1703.42857
## [48541] -1175.83333 -1589.55000 -191.75000 -1717.36364 -486.10000
## [48546] -1115.30769 -602.57143 -1461.62500 -1625.63636 -1599.25000
## [48551] -1552.15385 -1399.83333 -1739.11111 -1787.57143 -1313.16667
## [48556] -1271.64706 -1031.53846 -1930.35714 -839.16667 -389.82353
## [48561] -2148.14286 -1599.54167 -870.72727 -644.20000 -320.91667
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## [48571] -1594.30000 -1501.12500 -1215.37500 -996.81818 -1654.60000
## [48576] -2100.14286 -655.47619 -833.55556 -1502.85714 -970.37500
## [48581] -1643.87500 -1255.81818 -1887.21053 -938.30000 -683.71429
## [48586] -2118.75000 -1861.26667 -881.36364 -1377.53333 -569.16667
## [48591] -1628.70588 -1803.92857 -592.14286 -832.92857 -1129.62500
## [48596] -1687.54545 -1410.12500 -849.90909 -1351.94444 -1881.40000
## [48601] -879.72222 -142.41667 -1200.37500 -995.06667 -1598.64286
## [48606] -1613.61538 -2319.11111 -1635.75000 -1031.41667 -444.75000
## [48611] -597.87500 -2254.20000 -2110.40000 -925.71429 -1750.40000
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## [48621] -549.30000 -1363.10000 -1237.38462 -166.25000 -1297.90909
## [48626] -1309.20000 -965.69231 -382.83333 -581.83333 -1637.86667
## [48631] -2098.75000 -1290.27273 -862.20000 -1416.16667 -1410.94444
## [48636] -704.85714 -532.42857 -1139.10000 -1847.58333 -1683.33333
## [48641] -1349.77778 -1265.85714 -516.40000 -756.10000 -1558.22222
## [48646] -545.42857 -2049.66667 -955.58333 -372.80000 -1183.35294
## [48651] -843.23077 -1126.69231 -1440.31250 -913.57143 -2617.33333
## [48656] -2074.25000 -782.12500 -707.70000 -1316.60000 -1578.05882
## [48661] -1714.57143 -593.23529 -771.71429 -1515.60000 -1451.95455
## [48666] -813.40000 -1019.71429 -274.80000 -1328.11765 -1283.11765
## [48671] -1957.86667 -376.71429 -1269.70000 -1052.44444 -1230.78947
## [48676] -1964.16667 -374.57143 -1388.43750 -1178.58824 -360.80000
## [48681] -988.57143 -1626.45455 -1977.42857 -783.41176 -1555.40000
## [48686] -1277.52632 -1791.46667 -455.07692 -1153.58333 -1095.81818
## [48691] -1504.22222 -778.70000 -1130.11765 -772.27273 -1606.80000
## [48696] -887.57143 -999.60000 -1414.36842 -1772.10000 -410.22222
## [48701] -1576.07692 -441.61538 -1925.12500 -1055.23529 -1267.64286
## [48706] -1336.84615 -946.69231 -1013.10000 -899.23529 -2011.57143
## [48711] -1597.92308 -464.12500 -1115.70000 -1250.45455 -1751.75000
## [48716] -1068.70000 -656.85714 -1176.80000 -1001.57143 -1757.41176
## [48721] -1169.09091 -596.63636 -1376.84211 -1467.81818 -738.18182
## [48726] -1676.11111 -1032.90000 -1889.62500 -1707.09091 -973.57143
## [48731] -1328.92857 -1251.44444 -1811.87500 -1382.90909 -2632.25000
## [48736] -1450.63636 -613.77778 -594.40000 -1120.22222 -590.30000
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## [48751] -1339.18182 -586.93333 -820.70000 -362.92857 -1905.14286
## [48756] -1581.57143 -1244.81818 -699.90000 -637.81818 -1059.15385
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## [48766] -863.46154 -1494.62500 -933.15789 -1212.12500 -781.60000
## [48771] -1101.77778 -2203.27273 -1635.94737 -867.93750 -472.28571
## [48776] -324.25000 -493.10000 -1008.05000 -972.26667 -1958.38462
## [48781] -932.70000 -1949.70000 -1247.21429 -851.71429 -1121.16667
## [48786] -1134.69444 -855.14286 -1533.11111 -397.57143 -1469.11111
## [48791] -1407.55556 -1229.11111 -1687.28571 -265.11111 -483.87500
## [48796] -1425.55556 -962.55556 -769.57143 -1838.70000 -687.44444
## [48801] -1557.52941 -2165.16667 -271.75000 -531.75000 -1263.46154
## [48806] -272.75000 -2085.20000 -563.83333 -1227.20000 -814.36364
## [48811] -1633.22222 -1416.55556 -868.71429 -1099.14286 -1866.75000
## [48816] -829.40000 -561.44000 -1171.84615 -1077.61538 -1317.55556
## [48821] -1962.60000 -1145.71429 -560.85714 -1000.58824 -1922.90909
## [48826] -629.52381 -1406.73333 -552.87500 -1345.62500 -1226.10526
## [48831] -673.61538 -1415.27273 -749.10000 -1420.63636 -1454.82353
## [48836] -1968.33333 -98.40000 -1346.58333 -1756.28571 -1925.71429
## [48841] -1662.35714 -713.69231 -947.58333 -1547.45455 -1142.30000
## [48846] -930.46154 -1434.58824 -816.85714 -1705.23077 -880.57143
## [48851] -1537.90909 -1097.70000 -1733.30769 -802.70000 -304.55556
## [48856] -1284.16667 -963.55556 -1893.70000 -929.57143 -1655.69231
## [48861] -1861.77778 -1363.70000 -1775.13333 -1243.77778 -1409.20000
## [48866] -1639.07143 -1339.14286 -1191.92857 -1051.30000 -1042.37500
## [48871] -229.66667 -1433.55556 -777.80000 -1027.45455 -1954.42857
## [48876] -1389.83333 -1368.61538 -1165.77273 -1530.63636 -339.61111
## [48881] -1713.10526 -930.36364 -2101.33333 -1197.46154 -1567.83333
## [48886] -982.61111 -834.71429 -1334.81818 -1205.30000 -1180.75000
## [48891] -747.28571 -1201.53846 -1491.08333 -851.43750 -1526.73684
## [48896] -1214.20000 -797.81250 -1319.08333 -1728.60000 -2743.50000
## [48901] -1148.69231 -1919.16667 -1564.57143 -1818.75000 -1287.77778
## [48906] -1478.87500 -518.83333 -213.60000 -1247.27273 -1136.31250
## [48911] -86.33333 -1607.86667 -1373.86667 -757.85714 -1780.09091
## [48916] -907.09091 -768.17647 -1360.41667 -1331.92308 -1034.30000
## [48921] -1142.90000 -1526.85714 -871.25000 -301.57143 -1849.33333
## [48926] -765.62500 -1209.87500 -1040.64286 -1532.15385 -1739.25000
## [48931] -2032.11111 -1537.80000 -1363.35294 -1626.42857 -580.84615
## [48936] -1282.37500 -370.87500 -1625.22222 -1420.41667 -770.16667
## [48941] -1104.25926 -1970.92308 -2024.28571 -894.53846 -588.12500
## [48946] -540.23077 -1069.54545 -654.91667 -814.91667 -804.80000
## [48951] -1398.84615 -843.72727 -824.92857 -1136.44000 -819.57143
## [48956] -1084.24138 -614.20000 -2851.50000 -2143.66667 -863.40000
## [48961] -1235.38889 -1449.92308 -1294.55556 -616.14286 -971.14286
## [48966] -659.87500 -1845.53846 -718.14286 -1301.88889 -1575.08333
## [48971] -1281.52381 -140.60000 -997.82353 -1769.62500 -721.62500
## [48976] -1559.04167 -1612.77778 -1360.68421 -1981.14286 -1633.76471
## [48981] -225.40000 -1031.92308 -1192.57143 -991.90909 -865.27273
## [48986] -978.91667 -1219.56250 -1290.86667 -902.90909 -1170.83333
## [48991] -1092.69231 -1479.29412 -386.54545 -1187.76923 -1427.87500
## [48996] -1313.23077 -1759.55556 -556.06250 -1916.35714 -1617.17647
## [49001] -1592.73684 -1609.57143 -517.25000 -1124.71429 -1169.41667
## [49006] -938.37500 -425.83333 -1656.58333 -1532.11765 -1043.45455
## [49011] -519.18750 -1371.31250 -2020.21429 -2356.20000 -1124.25000
## [49016] -637.30000 -2142.80000 -2619.66667 -433.14286 -1681.23077
## [49021] -190.25000 -1126.84615 -917.44444 -840.90909 -1592.36364
## [49026] -1209.42857 -1292.86667 -1768.15385 -1581.62500 -988.18182
## [49031] -1004.85714 -1058.87500 -1411.12500 -2520.33333 -1326.75000
## [49036] -1405.46667 -1885.77778 -732.55556 -1469.89474 -1146.93333
## [49041] -1361.18182 -743.35000 -2036.60000 -1617.33333 -884.06250
## [49046] -1763.16667 -1143.38889 -1950.87500 -1451.26667 -1117.57143
## [49051] -1764.20000 -1566.11111 -783.20000 -1112.88889 -214.66667
## [49056] -1178.70000 -1433.35714 -1149.95000 -710.30769 -600.10000
## [49061] -1114.44444 -1697.41176 -1483.30769 -1389.90909 -1038.69231
## [49066] -1655.29412 -1954.83333 -787.07692 -1036.06250 -562.85714
## [49071] -712.30769 -1719.55556 -1417.55556 -120.60000 -923.08333
## [49076] -1586.42857 -1628.16667 -1669.62500 -1508.25806 -1223.60000
## [49081] -1384.72727 -1402.90000 -2181.75000 -1492.15385 -1569.63158
## [49086] -2156.71429 -675.80000 -831.92857 -1734.77778 -992.46154
## [49091] -1722.88889 -1909.11111 -897.83333 -1515.84211 -1635.45455
## [49096] -1407.61538 -1211.36364 -1668.20000 -2389.40000 -1101.90000
## [49101] -1797.20000 -453.40000 -1125.12500 -1151.41667 -877.04762
## [49106] -91.33333 -883.05882 -1280.21053 -1273.41667 -2500.25000
## [49111] -352.87500 -1776.33333 -627.20000 -704.42857 -1721.88235
## [49116] -2019.28571 -1559.72727 -1627.94118 -514.45833 -188.66667
## [49121] -877.69231 -2191.37500 -1553.70000 -1206.43750 -553.40000
## [49126] -1445.47059 -1303.12500 -2164.62500 -1053.16667 -771.44444
## [49131] -1123.81818 -429.12500 -2909.00000 -962.84615 -1585.27273
## [49136] -404.84615 -783.40000 -1187.83333 -838.30000 -2057.42857
## [49141] -1264.36364 -1141.41667 -1122.85714 -667.80000 -833.04000
## [49146] -1021.28571 -2197.16667 -861.07143 -1770.12500 -1173.12500
## [49151] -310.20000 -1212.53846 -577.60000 -1822.71429 -1499.20000
## [49156] -2045.75000 -1075.08333 -1124.37500 -527.80000 -1749.81250
## [49161] -1355.88889 -375.20000 -1091.64286 -1744.60000 -1182.61538
## [49166] -1334.72727 -1565.07692 -1302.90909 -1411.14286 -365.10000
## [49171] -2365.50000 -1864.37500 -1023.84615 -705.94118 -1218.76471
## [49176] -1450.16667 -991.06667 -696.16667 -1381.30769 -1069.29412
## [49181] -1635.83333 -179.33333 -787.81818 -1181.37500 -240.30769
## [49186] -1347.18182 -1028.35294 -1605.80000 -1591.83333 -989.61538
## [49191] -257.28571 -703.62500 -1584.11111 -197.62500 -737.86667
## [49196] -877.40000 -425.66667 -555.80000 -487.28571 -1830.57143
## [49201] -726.60000 -869.72727 -1418.57143 -2636.66667 -1041.37500
## [49206] -1778.20000 -1369.23077 -1262.47368 -1715.12500 -576.80000
## [49211] -2685.75000 -1208.21053 -222.80000 -701.57143 -972.18182
## [49216] -1242.76923 -965.55556 -638.88889 -1900.92308 -907.25000
## [49221] -663.77778 -1464.87500 -1170.26667 -674.28571 -1648.55556
## [49226] -1525.54545 -1454.60000 -1215.53846 -1317.26667 -1042.91667
## [49231] -1312.30000 -426.77778 -1943.16667 -1586.28571 -676.85714
## [49236] -1149.15625 -1494.60000 -839.44444 -1179.90909 -934.18182
## [49241] -840.38462 -1560.15000 -1214.68750 -2052.16667 -1151.90000
## [49246] -1116.85714 -1106.63636 -1537.42857 -1230.88235 -1243.88889
## [49251] -524.62500 -940.54545 -1546.11111 -1277.88889 -1652.28571
## [49256] -1052.42857 -1437.30000 -833.10000 -1205.37500 -876.45455
## [49261] -1476.42105 -1089.61538 -1180.12500 -1755.66667 -1391.14286
## [49266] -2140.40000 -1668.54545 -1104.81250 -797.05882 -1069.93750
## [49271] -1607.09091 -1799.83333 -415.83333 -2297.66667 -1399.87500
## [49276] -402.83333 -937.57143 -648.84615 -1308.18182 -607.16667
## [49281] -1411.28571 -879.61111 -1398.41667 -658.77778 -1002.42857
## [49286] -1215.54545 -1515.36364 -490.60000 -846.70000 -484.95833
## [49291] -1174.78571 -876.35000 -2121.12500 -2225.44444 -942.88889
## [49296] -1822.85714 -1577.90000 -493.83333 -1123.58333 -1423.41667
## [49301] -1289.15000 -1872.80000 -780.10000 -1059.45455 -506.40000
## [49306] -2085.63636 -250.25000 -1996.71429 -520.20000 -2168.12500
## [49311] -141.33333 -1542.16667 -1168.76923 -2339.33333 -951.45455
## [49316] -720.25000 -350.20000 -918.90000 -1487.40000 -1221.44444
## [49321] -1096.70000 -835.90909 -561.09091 -1492.41667 -1086.42857
## [49326] -1698.28571 -776.63636 -1419.46154 -881.40000 -1482.72727
## [49331] -483.60000 -1133.93333 -1975.10000 -1791.16667 -825.15385
## [49336] -1538.90000 -2339.80000 -1464.07692 -1745.45455 -1699.12500
## [49341] -160.75000 -339.28571 -1295.26667 -1447.20000 -1883.37500
## [49346] -1364.94118 -2019.83333 -1496.88889 -344.81818 -1904.18182
## [49351] -968.64286 -1178.62500 -1696.28571 -2138.75000 -600.88889
## [49356] -1357.17647 -1514.90000 -1129.63636 -1092.86364 -609.27273
## [49361] -567.87500 -748.71429 -925.15789 -1162.36364 -778.90000
## [49366] -1384.63636 -371.25000 -1052.45455 -1300.42857 -790.37500
## [49371] -1727.85714 -1397.69231 -2325.60000 -1408.44444 -1601.58333
## [49376] -914.14286 -852.14286 -2414.33333 -1008.28571 -1107.21429
## [49381] -1992.75000 -791.85714 -1086.71429 -659.18750 -989.88889
## [49386] -1320.45455 -1183.43750 -429.10000 -1337.36842 -2306.42857
## [49391] -346.28571 -2073.20000 -1818.18182 -1905.12500 -1437.63636
## [49396] -1320.57143 -1776.14286 -1821.16667 -1193.11111 -1691.40000
## [49401] -1727.72727 -1673.27273 -532.88889 -1558.42857 -870.37500
## [49406] -856.76923 -927.23077 -606.09091 -1298.78571 -1607.16667
## [49411] -1832.63636 -1165.88889 -1179.25000 -1241.31250 -547.85714
## [49416] -1094.80000 -856.62500 -865.42857 -1423.37500 -841.58333
## [49421] -1148.57143 -558.16667 -1242.16667 -1355.73077 -1546.53571
## [49426] -1404.57143 -512.71429 -1788.40000 -1027.84615 -876.28571
## [49431] -1332.14286 -1463.63636 -1214.90909 -334.28571 -913.20000
## [49436] -1278.68182 -1351.54545 -726.80000 -237.42857 -1683.77778
## [49441] -1524.63636 -2848.50000 -1502.57143 -2219.57143 -2701.33333
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## [49451] -946.42857 -1967.40000 -425.42857 -1556.43750 -1370.25000
## [49456] -1328.04762 -1383.85714 -1170.91667 -363.71429 -1422.12500
## [49461] -1380.93750 -1505.21429 -1845.20000 -1831.42857 -1910.25000
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## [49471] -1861.25000 -1381.69231 -2366.60000 -1104.94118 -998.69231
## [49476] -2317.60000 -836.81250 -1248.54545 -1264.83333 -1775.85714
## [49481] -1587.28571 -2482.33333 -1375.87500 -1255.45455 -1785.16667
## [49486] -924.70000 -1846.71429 -969.10000 -905.92857 -955.63636
## [49491] -2315.50000 -1308.09091 -1294.16667 -1504.09091 -1272.18182
## [49496] -497.40000 -1197.36364 -726.87500 -1069.77778 -903.92308
## [49501] -2637.50000 -1497.69231 -1518.71429 -1890.40000 -1611.57143
## [49506] -1321.85000 -786.58333 -673.16667 -1028.18182 -1525.21429
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## [49536] -1221.62500 -931.12500 -625.14286 -606.85714 -2160.80000
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## [49571] -1972.27273 -1139.88889 -2024.60000 -1637.91667 -1494.77778
## [49576] -1314.30000 -1013.47059 -1071.11111 -1556.35714 -1235.27273
## [49581] -888.44444 -901.90000 -840.35714 -1305.44444 -826.52381
## [49586] -1564.21429 -438.25000 -1408.45455 -1882.12500 -1968.58333
## [49591] -746.38462 -863.21429 -1766.11111 -1533.17647 -811.82353
## [49596] -1509.42105 -1812.42857 -819.70000 -1552.61538 -832.81818
## [49601] -1624.18182 -220.40000 -1382.87500 -1708.88889 -1125.61538
## [49606] -784.83333 -1293.12500 -1383.71429 -827.53846 -1643.19048
## [49611] -1654.85714 -715.22222 -861.07692 -437.37500 -740.30000
## [49616] -659.14286 -1784.62500 -940.86667 -1386.23077 -1390.70000
## [49621] -1143.88889 -1398.93750 -1062.85714 -447.57143 -341.14286
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## [49631] -1174.93750 -2340.75000 -725.45455 -1369.08333 -1315.22222
## [49636] -1222.76923 -2269.66667 -499.44444 -1066.82353 -2388.50000
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## [49646] -1943.42857 -968.45455 -1041.45455 -1200.60000 -329.16667
## [49651] -1719.06250 -861.81818 -1827.42857 -2242.20000 -1299.41667
## [49656] -530.87500 -1601.53846 -1907.88889 -1102.09091 -1142.07143
## [49661] -1705.25000 -1936.66667 -2265.28571 -418.83333 -312.25000
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## [49676] -1120.16667 -1284.23077 -1471.06250 -861.30000 -2243.25000
## [49681] -765.94118 -1221.92308 -2194.40000 -737.93333 -1193.18182
## [49686] -752.29412 -1663.53846 -649.21053 -1263.15789 -771.18182
## [49691] -910.12500 -775.91667 -972.13333 -1420.12500 -1675.44444
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## [49721] -421.25000 -412.86667 -2114.11111 -1443.14286 -2388.25000
## [49726] -1210.52632 -2382.40000 -917.43750 -899.27273 -552.41667
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## [49776] -1463.30000 -1071.12500 -1844.18182 -1612.42857 -813.21429
## [49781] -1903.70000 -1350.87500 -1594.38462 -1358.12500 -1840.80000
## [49786] -645.22222 -1070.62500 -831.16667 -1389.05882 -849.85714
## [49791] -972.08333 -796.55556 -1180.92308 -1737.58824 -2060.40000
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## [49816] -830.15385 -1206.21429 -1132.90909 -1991.80000 -1276.30769
## [49821] -889.13333 -974.31250 -813.22222 -1157.60000 -1579.90909
## [49826] -1143.07143 -538.74194 -732.18182 -1594.90909 -1717.28000
## [49831] -1610.71429 -1579.62500 -1391.37500 -950.21053 -442.77778
## [49836] -435.87500 -1281.37500 -1757.80000 -1658.22222 -1676.62500
## [49841] -1061.22222 -1361.61538 -1799.80000 -638.16667 -860.08333
## [49846] -538.85714 -736.16667 -1105.26667 -2542.66667 -1429.72727
## [49851] -298.25000 -1796.53846 -1774.92857 -1103.69565 -1356.83333
## [49856] -1644.90000 -1625.87500 -2115.62500 -1525.05882 -1125.63636
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## [49866] -2094.44444 -1991.66667 -1451.06250 -605.29412 -1958.57143
## [49871] -1686.36364 -2295.60000 -1408.30000 -1554.85714 -1471.70000
## [49876] -1504.71429 -1654.14286 -1851.60000 -2795.50000 -1579.30000
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## [49886] -1450.88889 -740.80000 -721.64286 -2101.80000 -1307.40000
## [49891] -1893.83333 -610.77778 -735.54545 -1212.07143 -980.90000
## [49896] -1702.25000 -1337.55556 -1247.53846 -480.72727 -500.80000
## [49901] -2292.85714 -439.60000 -1068.57143 -893.95455 -1216.23077
## [49906] -567.80000 -1532.16667 -1064.29412 -1179.22222 -1539.57143
## [49911] -1192.42105 -1382.91667 -1368.72727 -1893.30000 -1672.55556
## [49916] -1518.30000 -1217.14286 -1400.87500 -1898.60000 -1755.33333
## [49921] -588.42857 -1237.10000 -1301.70000 -904.87500 -605.71429
## [49926] -1103.18182 -1331.53846 -2032.85714 -1297.54545 -1276.16667
## [49931] -2644.75000 -864.72727 -824.55556 -925.16667 -1399.62500
## [49936] -382.35714 -1808.21429 -1256.87500 -896.78571 -1509.10000
## [49941] -1390.14286 -311.87500 -1353.91667 -504.20000 -1554.70000
## [49946] -1148.23529 -1335.88235 -1097.42857 -1480.76190 -710.07692
## [49951] -1005.12500 -588.80000 -947.12500 -1383.28571 -530.42857
## [49956] -2316.66667 -1693.77778 -2342.75000 -401.22222 -1659.25000
## [49961] -1111.29412 -1544.36364 -1151.84211 -964.71429 -462.60000
## [49966] -2135.91667 -1464.21429 -1615.86667 -892.14286 -635.09091
## [49971] -2022.66667 -536.14286 -774.37500 -1485.30000 -527.55556
## [49976] -559.16667 -2726.50000 -1135.27273 -610.55556 -1053.11111
## [49981] -1256.45455 -1072.22727 -547.08696 -1076.78571 -979.55556
## [49986] -1555.63636 -1388.80000 -1727.71429 -1089.54545 -2808.66667
## [49991] -610.20000 -1280.87500 -1246.28000 -544.60000 -1565.44444
## [49996] -1214.86667 -1529.77778 -600.90909 -1544.75000 -1437.86667
## [50001] -1923.60000 -982.53846 -897.11111 -903.87500 -829.09091
## [50006] -1525.38462 -1566.05556 -1457.21429 -620.14286 -1926.20000
## [50011] -1236.70000 -1175.93750 -1165.26316 -2192.33333 -1046.92857
## [50016] -952.68750 -1511.15385 -936.61538 -1074.44444 -2458.33333
## [50021] -425.55556 -288.75000 -1806.20000 -1582.57143 -1699.33333
## [50026] -1493.34783 -1001.21429 -266.14286 -1608.90909 -1633.41667
## [50031] -1270.88889 -1585.35000 -795.42857 -1301.84615 -1441.06250
## [50036] -1388.08333 -1445.20000 -1486.58333 -1507.59259 -1479.19231
## [50041] -1662.17391 -2066.16667 -1388.96774 -1658.46667 -1430.06250
## [50046] -300.40000 -1245.63636 -1468.42857 -1175.85714 -1673.20000
## [50051] -1422.63636 -924.42857 -2013.66667 -1002.74074 -782.87500
## [50056] -1901.60000 -1479.80000 -2191.87500 -1091.72727 -2014.25000
## [50061] -1197.28571 -784.44444 -578.37500 -506.37500 -818.90909
## [50066] -1170.27273 -847.13333 -1959.11111 -1610.18750 -1160.55556
## [50071] -682.83333 -2391.40000 -611.11111 -1504.11111 -1978.50000
## [50076] -2325.50000 -988.93333 -967.28571 -1342.78571 -546.78571
## [50081] -349.22222 -1504.91667 -428.44444 -1890.53846 -1282.23077
## [50086] -796.45455 -1528.30000 -402.16667 -1387.92308 -1826.25000
## [50091] -1169.56250 -1181.28571 -1146.81818 -1621.91667 -1399.35000
## [50096] -1220.12500 -2042.25000 -1049.57143 -1755.70000 -1076.38462
## [50101] -1847.21429 -1415.37500 -1001.12500 -854.90000 -617.14286
## [50106] -2298.33333 -988.41667 -2480.75000 -1010.46154 -272.71429
## [50111] -768.14286 -1480.72727 -1006.69231 -1187.12500 -106.90909
## [50116] -623.16667 -1180.92857 -1333.46667 -1755.16667 -1127.60000
## [50121] -380.37500 -887.27778 -1450.53333 -615.10000 -907.11111
## [50126] -1602.10000 -2297.75000 -866.12500 -1596.84615 -1024.08333
## [50131] -1038.36364 -2099.22222 -1004.46154 -2112.66667 -1484.20000
## [50136] -1476.92308 -972.93750 -2696.66667 -1648.45000 -561.37500
## [50141] -1594.87500 -584.87500 -1198.28571 -1019.11111 -1522.78571
## [50146] -1962.77778 -1436.88889 -497.20000 -1204.06250 -578.85714
## [50151] -1176.14286 -986.04762 -1264.41667 -1489.20000 -2522.50000
## [50156] -1372.46667 -1271.80000 -320.40000 -1800.43750 -2226.50000
## [50161] -354.37500 -1236.35714 -902.27273 -683.77778 -1241.08333
## [50166] -958.70588 -1323.83333 -2016.90909 -1088.55556 -567.52174
## [50171] -1291.85714 -508.55556 -1154.08333 -1265.84615 -1555.20000
## [50176] -1947.60000 -1446.61538 -1397.13043 -622.14286 -1144.84615
## [50181] -1790.22222 -544.37500 -992.37500 -956.14706 -1358.36364
## [50186] -280.28571 -1567.85714 -776.90909 -930.81818 -1500.10000
## [50191] -1109.46154 -1154.30000 -723.08333 -1025.18182 -2135.75000
## [50196] -1666.62500 -1556.52632 -1577.12500 -1084.62500 -1268.20000
## [50201] -954.09091 -1741.60000 -603.16667 -1649.42857 -2116.40000
## [50206] -1133.30000 -1950.12500 -2069.75000 -163.33333 -1182.84615
## [50211] -1430.11111 -1573.55556 -1107.10000 -523.40000 -1779.20000
## [50216] -825.40000 -1776.91667 -1152.38462 -1672.61538 -757.91667
## [50221] -2028.60000 -1085.17647 -1884.12500 -1463.88889 -1818.16667
## [50226] -189.21429 -972.16667 -253.82353 -1785.83333 -1870.70000
## [50231] -975.18750 -1920.87500 -2131.85714 -989.57143 -1344.15385
## [50236] -1519.63636 -1038.70000 -776.57143 -1333.61111 -1006.87500
## [50241] -796.10000 -1647.11111 -1471.43750 -1585.62500 -1660.25000
## [50246] -2612.25000 -671.85714 -1371.10000 -1059.60000 -1442.53846
## [50251] -1032.83333 -1483.38462 -2215.14286 -1535.58333 -1200.20000
## [50256] -590.80000 -1195.90909 -692.30000 -1194.93333 -1700.42857
## [50261] -1479.11765 -1738.16667 -1567.70000 -1282.44444 -1258.35294
## [50266] -666.37500 -996.72727 -894.12500 -872.88889 -2386.80000
## [50271] -1487.93750 -1873.42857 -1398.85714 -1165.77778 -1586.08333
## [50276] -1062.72000 -1101.10000 -911.38095 -1293.64706 -782.20000
## [50281] -945.11765 -2398.75000 -1203.23529 -1242.72727 -513.85714
## [50286] -1392.77778 -1099.22222 -1020.78571 -782.45455 -2472.66667
## [50291] -1482.80000 -1366.76923 -1345.94737 -1023.94118 -1405.16667
## [50296] -1107.90000 -2043.10000 -1136.88889 -686.20000 -812.41667
## [50301] -128.66667 -1951.90000 -608.30000 -201.57143 -1682.63636
## [50306] -1833.28571 -1448.83333 -1583.45455 -2139.60000 -809.56250
## [50311] -1661.85714 -1456.11111 -1966.71429 -1345.16667 -957.55556
## [50316] -1052.12500 -2118.33333 -1983.40000 -1511.55556 -1442.77778
## [50321] -1372.42857 -1519.58824 -1221.90000 -779.83333 -1633.88889
## [50326] -1452.12500 -1513.47059 -343.33333 -1737.16667 -2083.60000
## [50331] -1201.58824 -1266.71429 -1830.70000 -1137.18182 -511.81818
## [50336] -1816.33333 -1210.63636 -2146.44444 -1531.77778 -567.14286
## [50341] -646.57143 -1434.16667 -1022.47619 -1476.11111 -1609.22222
## [50346] -1240.22222 -860.76923 -1270.87500 -1164.81818 -1498.87500
## [50351] -1019.58333 -2474.33333 -1583.57143 -858.28571 -291.62500
## [50356] -450.20000 -1695.62500 -1409.44444 -161.66667 -1018.30769
## [50361] -596.85714 -1224.21429 -361.04545 -1160.44444 -1286.55556
## [50366] -1659.09091 -832.64286 -1801.60000 -694.52632 -665.36364
## [50371] -1859.91667 -1240.83333 -891.38462 -1030.30769 -803.62500
## [50376] -1501.28571 -1370.60000 -1349.94118 -347.46154 -717.72727
## [50381] -1033.86667 -1396.06250 -1321.12500 -1461.90909 -1726.16667
## [50386] -1089.62500 -1376.15385 -1379.18182 -1517.86667 -1374.93333
## [50391] -1961.75000 -1800.25000 -1322.70000 -1968.11111 -1559.86957
## [50396] -403.16667 -1569.70000 -521.16667 -1190.14286 -1023.53333
## [50401] -1158.41176 -1363.46154 -1523.18182 -1573.70000 -1126.35714
## [50406] -134.25000 -657.88889 -1195.57143 -1376.25000 -1349.70000
## [50411] -380.83333 -1359.76923 -1259.75000 -1550.92308 -1360.52941
## [50416] -1309.23077 -1373.78947 -1562.15385 -1078.18182 -1675.11111
## [50421] -2296.75000 -1233.27273 -1062.72727 -1113.55556 -1609.47059
## [50426] -1294.77778 -2620.66667 -1515.82353 -964.72727 -307.20000
## [50431] -609.63636 -1382.27778 -1566.60000 -1211.41667 -1540.15385
## [50436] -2004.11111 -689.77778 -1791.86957 -145.75000 -1519.88235
## [50441] -670.30000 -713.27273 -1030.84615 -1784.42857 -1903.75000
## [50446] -1232.20000 -1423.64706 -2063.42857 -1182.93750 -1374.76471
## [50451] -1755.78571 -1065.57143 -2117.71429 -587.16667 -801.14286
## [50456] -1750.71429 -2385.25000 -1028.36364 -2214.33333 -1210.71429
## [50461] -1423.63636 -730.09091 -1348.87500 -1142.44444 -673.55556
## [50466] -1484.35714 -209.60000 -1106.88889 -717.76923 -2700.50000
## [50471] -1325.42105 -699.30000 -1309.46154 -372.16667 -1244.82609
## [50476] -1666.60000 -553.57143 -1214.08333 -1392.14286 -737.87500
## [50481] -1305.38889 -678.45455 -1307.76471 -1134.46154 -815.87500
## [50486] -2383.16667 -672.87500 -440.22222 -788.12500 -1228.86667
## [50491] -1310.87500 -1226.58333 -1479.81818 -937.16667 -844.77778
## [50496] -2484.80000 -86.66667 -688.37500 -983.26667 -997.54545
## [50501] -791.14286 -1481.57143 -1866.33333 -1062.70000 -919.88889
## [50506] -2263.75000 -1450.45833 -2186.40000 -2623.83333 -925.61538
## [50511] -1293.70000 -1817.70000 -1195.95833 -2384.33333 -1689.22222
## [50516] -1665.61538 -560.87500 -1926.57143 -1643.10000 -1545.11111
## [50521] -538.28571 -1023.08333 -688.11111 -2090.37500 -2036.43750
## [50526] -1791.25000 -1453.42857 -2058.54545 -2581.50000 -1050.80000
## [50531] -1446.10000 -593.76471 -164.40000 -1341.36364 -1238.53846
## [50536] -1186.54545 -1977.37500 -1752.52941 -1501.70000 -339.42857
## [50541] -1712.16667 -1286.70000 -1265.89474 -1358.18182 -1624.30000
## [50546] -1239.44444 -1235.58333 -288.14286 -1968.57143 -936.81818
## [50551] -1859.75000 -1514.16667 -1232.11111 -750.88889 -794.76923
## [50556] -914.04348 -833.62500 -526.60000 -781.58333 -1210.12500
## [50561] -1422.36364 -1696.15385 -611.22222 -524.80000 -1249.71429
## [50566] -1116.25000 -1438.81818 -893.76471 -1910.77778 -1353.55556
## [50571] -1156.05000 -2675.33333 -1511.12500 -2584.66667 -664.18182
## [50576] -1199.92308 -1632.46154 -1149.73333 -602.30769 -1557.36364
## [50581] -390.81818 -1991.71429 -1424.12500 -629.41667 -1389.63636
## [50586] -855.37500 -973.80000 -333.85714 -1355.80952 -919.55556
## [50591] -768.71429 -129.83333 -1653.53846 -1387.71429 -1284.94737
## [50596] -838.28571 -2202.14286 -1710.14286 -2802.50000 -1737.78571
## [50601] -1273.18750 -1229.13636 -1176.69565 -2432.75000 -285.75000
## [50606] -355.71429 -524.77778 -1906.75000 -659.54545 -793.73684
## [50611] -863.18182 -119.33333 -1085.64286 -1640.42857 -1645.83333
## [50616] -638.38095 -824.44444 -1086.57143 -2046.28571 -1123.84615
## [50621] -1757.36842 -1351.15000 -1958.20000 -739.28571 -1011.62500
## [50626] -413.87500 -1353.08333 -1269.28571 -783.52632 -1331.72727
## [50631] -1739.87500 -876.30769 -2147.22222 -1513.81818 -525.12500
## [50636] -1776.16667 -994.41176 -1230.85714 -1382.72727 -481.84615
## [50641] -726.22222 -576.27273 -1367.92857 -1791.91304 -2180.42857
## [50646] -1876.77778 -2669.66667 -1893.20000 -1912.41667 -1190.61111
## [50651] -1469.54545 -976.45455 -420.33333 -1138.61111 -718.44444
## [50656] -853.44444 -528.16667 -1012.54545 -1149.63636 -1568.78571
## [50661] -241.75000 -1225.23077 -1674.20000 -1203.45000 -1238.68182
## [50666] -1589.94444 -1492.54545 -1339.82353 -2337.25000 -1422.69231
## [50671] -1221.41667 -1870.80000 -930.41667 -959.55556 -1415.44444
## [50676] -303.20000 -1442.68421 -1038.30000 -1164.36667 -608.63636
## [50681] -1596.41667 -1320.30769 -1959.85714 -1850.37500 -41.80000
## [50686] -1134.12500 -1746.14286 -917.77778 -1216.91667 -1751.92308
## [50691] -934.76923 -884.18750 -2573.14286 -1374.53846 -1812.20000
## [50696] -1247.63636 -1626.88889 -860.71429 -411.83333 -1432.62500
## [50701] -1305.16667 -1632.90909 -1245.88235 -1090.93333 -1282.22222
## [50706] -923.14286 -1683.62500 -1244.63636 -612.09091 -1705.88889
## [50711] -1875.42857 -1355.53846 -1530.21429 -537.87500 -1229.35714
## [50716] -1436.28571 -1777.50000 -1250.12500 -1451.92308 -1527.40000
## [50721] -1281.84615 -1441.77778 -1724.60000 -900.27273 -1634.85714
## [50726] -1561.53846 -484.35714 -1441.12500 -2302.50000 -1725.71429
## [50731] -491.77778 -866.83333 -2383.20000 -1267.45455 -1013.11111
## [50736] -1175.94118 -1027.96875 -1699.70000 -1180.07143 -328.88889
## [50741] -726.45455 -2177.20000 -1380.02381 -1863.25000 -1972.18750
## [50746] -1145.39130 -1510.91667 -361.58333 -1785.57143 -753.28571
## [50751] -1839.07692 -1293.18750 -1671.78571 -820.22222 -961.69231
## [50756] -1870.85714 -516.90000 -2631.25000 -1650.18182 -1215.15385
## [50761] -1093.57143 -1243.62500 -2874.50000 -1039.77778 -1615.53846
## [50766] -1760.60000 -867.85714 -868.18182 -1138.41667 -1110.18182
## [50771] -1450.23077 -1778.37500 -343.83333 -1429.76471 -884.53333
## [50776] -1148.41176 -821.63636 -1622.11111 -1850.77778 -1316.61538
## [50781] -553.08333 -1158.30000 -1379.58333 -1072.63158 -1246.58333
## [50786] -1247.42857 -2308.60000 -1073.63636 -1353.30769 -1332.60000
## [50791] -1654.68750 -705.45455 -460.83333 -1720.37500 -1015.76923
## [50796] -1127.84615 -2741.66667 -1696.20000 -1521.62500 -283.87500
## [50801] -1142.70000 -702.62500 -947.42857 -1364.83333 -996.12500
## [50806] -2260.33333 -1220.09091 -1627.71429 -1206.45455 -1507.07692
## [50811] -1167.05263 -610.47619 -1167.81818 -2090.83333 -1223.06250
## [50816] -1296.55556 -551.37500 -1793.71429 -1169.85714 -1719.40000
## [50821] -2091.46667 -1050.68421 -1658.88889 -1198.26087 -897.90909
## [50826] -1042.08696 -1239.71429 -1392.29412 -1376.12500 -1151.15385
## [50831] -818.09091 -234.42857 -1170.88235 -1291.11111 -1239.18182
## [50836] -594.16667 -1273.60000 -620.75000 -1018.52174 -1482.81818
## [50841] -1425.73684 -1612.60000 -1233.21429 -1359.20000 -1589.12500
## [50846] -991.30000 -2139.57143 -1031.44444 -879.28571 -1347.62500
## [50851] -160.33333 -998.28571 -309.20000 -1589.71429 -827.27273
## [50856] -1572.36364 -1054.30000 -1051.93333 -1031.87500 -917.85714
## [50861] -178.66667 -332.16667 -2154.80000 -889.22222 -897.37500
## [50866] -235.28571 -1347.83333 -1636.05000 -766.12500 -491.16667
## [50871] -1396.62500 -589.83333 -1245.80000 -1056.70270 -1618.16667
## [50876] -539.46154 -1678.28571 -1715.36842 -1260.55556 -901.22222
## [50881] -1240.14286 -971.72727 -946.54545 -2137.80000 -799.09091
## [50886] -1133.56522 -2547.66667 -763.72727 -1523.57143 -560.40000
## [50891] -1221.71429 -1415.22222 -590.81250 -2315.60000 -1832.20000
## [50896] -1851.25000 -1557.36842 -767.42857 -462.09091 -447.37500
## [50901] -1030.41667 -1740.47368 -1494.70000 -779.12500 -1721.07692
## [50906] -1529.88235 -548.05556 -1283.81818 -827.87500 -1308.45455
## [50911] -1180.26667 -1053.54545 -2252.75000 -1494.05882 -1926.88889
## [50916] -1515.90909 -1366.41667 -922.37500 -1274.08333 -1470.20000
## [50921] -2115.71429 -1277.22222 -2247.40000 -525.57143 -235.16667
## [50926] -986.41176 -1240.69231 -1502.62500 -1470.30000 -1618.35714
## [50931] -1344.16667 -1630.28571 -934.53846 -1022.47059 -641.88889
## [50936] -1641.62500 -1344.44444 -1473.37500 -764.15385 -1396.60000
## [50941] -1395.63636 -1690.90000 -2706.25000 -486.80000 -1147.09091
## [50946] -1487.55556 -1334.93750 -2343.66667 -770.60000 -1184.09091
## [50951] -128.33333 -2294.25000 -1804.40000 -735.42857 -1871.75000
## [50956] -1843.17391 -529.53846 -1780.90909 -2061.11111 -1062.23077
## [50961] -763.16667 -817.90000 -1030.07692 -285.42857 -971.56250
## [50966] -1659.63636 -1841.37500 -1654.58824 -2040.75000 -918.37500
## [50971] -2114.75000 -486.92308 -417.11111 -913.07692 -1932.66667
## [50976] -1385.31250 -793.18182 -1159.53846 -689.81818 -1631.40000
## [50981] -1163.73333 -1344.36364 -1901.37500 -1307.10000 -431.44444
## [50986] -1837.80000 -879.91667 -1582.12500 -638.54545 -928.11111
## [50991] -614.10000 -534.14286 -1071.52941 -2231.50000 -1267.72727
## [50996] -146.25000 -2344.62500 -772.28571 -2795.20000 -348.16667
## [51001] -1270.71429 -1455.88889 -1576.80000 -522.87500 -964.61905
## [51006] -1707.46154 -1481.52000 -1050.76471 -1696.37500 -1428.14286
## [51011] -1160.58333 -2133.90909 -530.71429 -1848.28571 -836.09091
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## [51031] -1684.40000 -1171.38462 -520.85714 -789.08333 -1023.63636
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## [51051] -1259.70000 -1335.11111 -1189.92308 -1961.81818 -1051.41667
## [51056] -1042.75000 -1274.77778 -1226.88889 -737.35714 -810.10000
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## [51071] -1615.42857 -1863.87500 -959.84615 -200.14286 -1490.53333
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## [51081] -864.11111 -28.66667 -1239.38462 -1517.85714 -1601.57143
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## [51091] -2056.66667 -1527.53846 -1391.11111 -1651.85714 -1054.24000
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## [51101] -179.91667 -1058.70000 -1297.44444 -1574.57143 -1457.16667
## [51106] -1492.93333 -1636.30000 -904.09091 -987.45455 -338.37500
## [51111] -1329.90000 -1373.23077 -1012.30769 -327.77778 -1800.77778
## [51116] -2572.80000 -1163.07143 -1644.60000 -1459.81818 -1082.53333
## [51121] -529.60000 -982.71429 -982.61538 -996.87500 -1996.25000
## [51126] -1431.70000 -125.33333 -2275.66667 -896.61538 -80.50000
## [51131] -647.85714 -987.44444 -1497.38462 -955.88889 -1589.60870
## [51136] -778.22222 -816.14286 -1789.45455 -912.91304 -1223.63636
## [51141] -910.36364 -789.72727 -765.46154 -1045.93750 -1286.12500
## [51146] -1437.28571 -1626.81818 -963.14286 -488.85714 -2701.50000
## [51151] -2854.50000 -986.37500 -311.75000 -2201.25000 -1759.85714
## [51156] -1392.22222 -490.28571 -1068.27273 -993.20000 -1465.88889
## [51161] -1749.28571 -2015.30000 -1476.55556 -1835.18182 -1477.63158
## [51166] -1251.90909 -2085.33333 -1180.93750 -1546.28571 -333.25000
## [51171] -515.62500 -1493.72727 -1538.88889 -361.40000 -1286.53333
## [51176] -692.64286 -1463.94118 -662.37500 -921.83333 -1312.83333
## [51181] -1874.14286 -1673.07692 -987.27273 -1374.81818 -843.87500
## [51186] -1048.23529 -1457.84615 -1328.11111 -816.22222 -722.83333
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## [51196] -931.07143 -1349.80000 -1436.73333 -936.07692 -1451.18182
## [51201] -364.35294 -448.64286 -414.80000 -994.84615 -941.80000
## [51206] -1310.09091 -1816.15385 -891.40000 -1520.54545 -1486.86667
## [51211] -1635.63636 -1745.83333 -1307.22222 -655.42857 -1505.84615
## [51216] -2120.25000 -917.71429 -1375.88889 -1095.91304 -1960.07692
## [51221] -917.37500 -740.71429 -1554.27273 -1247.54545 -1286.83333
## [51226] -1204.41176 -1422.61538 -643.61111 -384.57143 -457.85714
## [51231] -948.55556 -1188.22222 -549.37500 -1714.31250 -507.22222
## [51236] -384.75000 -1742.06250 -2063.85714 -1044.77778 -463.11111
## [51241] -1982.66667 -656.11111 -1052.41667 -1268.14286 -1776.10000
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## [51251] -846.85714 -1621.38889 -1609.88889 -1040.58333 -737.90909
## [51256] -195.18182 -1584.38462 -1057.87500 -805.11111 -443.14286
## [51261] -1450.54545 -1604.94118 -1613.38889 -514.55556 -1630.13333
## [51266] -426.14286 -1830.62500 -1083.61111 -1014.45455 -871.18182
## [51271] -1072.27273 -886.14286 -1161.11765 -1060.77778 -1913.22222
## [51276] -1146.54545 -1630.30000 -1492.07692 -1193.70588 -2191.11111
## [51281] -1739.18182 -1067.90476 -2000.08333 -1619.87500 -989.10000
## [51286] -791.25000 -1496.54545 -1620.77778 -1528.78571 -1762.42857
## [51291] -361.91667 -184.10000 -1867.20000 -502.92308 -1108.42857
## [51296] -1649.85714 -591.28571 -2010.58333 -102.57143 -1303.37500
## [51301] -1301.16667 -1286.89474 -2470.88889 -1166.22222 -376.75000
## [51306] -731.11111 -490.07143 -1782.42857 -1380.80000 -1300.23529
## [51311] -2445.33333 -1570.75000 -1473.18182 -1037.72727 -914.54545
## [51316] -590.83333 -1299.92857 -1395.54545 -1487.88889 -2723.50000
## [51321] -610.62500 -1739.57143 -986.38462 -1785.11111 -1537.37500
## [51326] -1268.72727 -2066.08333 -966.60000 -1440.76923 -652.70000
## [51331] -366.16667 -1562.55556 -345.75000 -2169.16667 -1071.07692
## [51336] -1802.10000 -981.92308 -1413.18750 -1026.58824 -928.47368
## [51341] -1773.60000 -611.85714 -1558.11765 -1169.57143 -1235.57143
## [51346] -350.80000 -103.66667 -2091.40000 -1065.44444 -1218.35000
## [51351] -1349.23529 -2673.66667 -2715.66667 -1271.65000 -1774.12500
## [51356] -847.63636 -1065.08333 -1853.92857 -1385.10000 -1089.23077
## [51361] -1404.42857 -504.18182 -955.87500 -1740.83333 -1137.81818
## [51366] -235.20000 -1927.28571 -1130.85714 -1583.55556 -1747.29167
## [51371] -601.62500 -1223.52941 -1067.73333 -1094.87500 -1078.30769
## [51376] -380.14286 -1575.80000 -1617.90000 -413.27778 -1367.90000
## [51381] -717.14286 -1033.07143 -686.27273 -1585.18750 -1723.44444
## [51386] -1707.71429 -1281.15385 -1565.62500 -1327.44444 -2110.66667
## [51391] -1717.80000 -264.12500 -701.92308 -243.94118 -730.42857
## [51396] -1642.40000 -1577.88889 -875.55556 -1857.72727 -2476.50000
## [51401] -641.79167 -949.85714 -1569.26316 -372.36364 -1150.22222
## [51406] -1515.11765 -1372.10000 -1813.60000 -1754.77778 -1988.27273
## [51411] -673.91667 -820.30769 -1647.71429 -1063.77778 -1398.25000
## [51416] -1804.77778 -1204.77778 -538.37500 -1627.42857 -1065.41667
## [51421] -630.27273 -2138.50000 -1048.27778 -1837.28571 -1509.80000
## [51426] -870.22222 -696.35714 -1118.88889 -813.78571 -661.71429
## [51431] -1491.86364 -1583.78571 -2171.80000 -1207.64706 -1396.21429
## [51436] -1849.71429 -2064.57143 -1030.81818 -625.62500 -1220.85714
## [51441] -822.38462 -1056.65000 -1013.60000 -2108.58333 -1502.12500
## [51446] -438.40000 -1487.52174 -541.90000 -1484.69231 -466.70000
## [51451] -647.80000 -1016.63636 -1764.36364 -1301.72222 -1129.69231
## [51456] -1235.18182 -1511.26667 -1361.58333 -896.72222 -38.66667
## [51461] -1225.93750 -1192.09091 -1665.44444 -1418.92308 -1032.71429
## [51466] -1621.80000 -448.12500 -1354.77778 -726.70000 -1118.57143
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## [51476] -1432.83333 -807.30769 -2072.20000 -1244.51852 -2281.57143
## [51481] -1179.53846 -886.09091 -768.62500 -1333.71429 -118.37500
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## [51501] -1049.22222 -855.87500 -516.60000 -349.44444 -886.37500
## [51506] -929.77778 -997.44444 -1391.62857 -610.07692 -1178.44444
## [51511] -1715.30000 -1468.10000 -1721.93333 -1305.69231 -1693.56250
## [51516] -1153.87500 -1897.88889 -1658.44444 -1836.29412 -1166.71429
## [51521] -1927.64706 -1654.12500 -1268.68750 -1409.83333 -536.28571
## [51526] -1472.41667 -1006.12500 -447.62500 -1850.80000 -1366.86364
## [51531] -137.80000 -1171.45455 -1231.72727 -1868.60000 -335.22222
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## [51541] -1686.87500 -520.64286 -1557.61538 -1828.20000 -567.22222
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## [51551] -671.14286 -600.44444 -2051.83333 -1760.40000 -2300.75000
## [51556] -1046.55556 -2596.25000 -846.23529 -491.20000 -1469.53846
## [51561] -1486.62500 -2129.50000 -1328.92308 -2271.77778 -1491.77778
## [51566] -1475.11111 -915.83333 -1704.83333 -963.18182 -458.37500
## [51571] -1832.71429 -506.06667 -1754.70000 -1532.27778 -1114.91667
## [51576] -894.91667 -1137.15385 -2061.20000 -1837.42857 -1394.85714
## [51581] -633.85714 -2008.57143 -711.88889 -1485.85714 -1690.62500
## [51586] -1366.53333 -911.12500 -1995.57143 -2097.66667 -746.90909
## [51591] -1398.81818 -895.64286 -314.75000 -647.14634 -284.72727
## [51596] -763.11111 -508.22222 -2479.33333 -617.36364 -1075.90909
## [51601] -593.87500 -1250.88889 -1812.57143 -1509.84615 -1609.14286
## [51606] -1430.63636 -687.18182 -1222.16667 -1137.35714 -2439.75000
## [51611] -1658.37500 -748.73333 -334.80000 -1527.52381 -778.07692
## [51616] -1282.27273 -1384.13636 -1795.18182 -1074.09091 -732.61111
## [51621] -311.27273 -986.89474 -1642.71429 -1667.20000 -1588.41667
## [51626] -2280.72727 -1648.22222 -535.42857 -1164.17391 -1459.06667
## [51631] -1326.16667 -1302.16667 -1279.26667 -2113.81250 -1056.37500
## [51636] -663.37500 -384.28571 -938.62500 -661.55556 -535.81818
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## [51656] -1222.06667 -1564.77778 -682.37500 -1608.20000 -1787.93333
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## [51706] -2469.50000 -1915.83333 -902.30000 -783.09091 -2089.20000
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## [51726] -1404.12500 -2431.75000 -1756.54545 -1539.58333 -2020.33333
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## [51736] -528.25000 -2023.42857 -1509.06667 -1449.14286 -1295.91667
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## [51756] -883.14286 -1137.16667 -1003.68421 -1093.10000 -1557.16667
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## [51771] -1202.80000 -454.28571 -1153.22222 -1006.27273 -1486.87500
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## [51786] -2073.66667 -494.44444 -1298.87500 -1533.21429 -343.44444
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## [51801] -424.57143 -822.52941 -1392.85714 -175.16667 -344.85714
## [51806] -1751.30769 -2469.75000 -1158.88889 -722.42857 -1893.75000
## [51811] -1254.42105 -1554.90909 -1514.91667 -1802.16667 -1777.35714
## [51816] -1343.09091 -1665.14286 -1337.87500 -185.37500 -983.83333
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## [51826] -948.12500 -1015.57143 -864.57143 -1012.73333 -1255.15789
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## [51836] -1086.92308 -2394.66667 -1120.41667 -388.64286 -1130.45455
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## [51851] -1250.44444 -324.40000 -558.85714 -2004.20000 -1599.35714
## [51856] -1551.62500 -1511.13333 -959.37500 -1840.60000 -1248.70000
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## [51871] -1673.88889 -831.83333 -1921.68750 -1701.63636 -640.77778
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## [51881] -325.22222 -1408.05556 -1322.55000 -473.42857 -930.11111
## [51886] -1129.30000 -1816.23077 -726.10000 -1073.37500 -717.36364
## [51891] -2088.20000 -1735.60000 -2373.42857 -923.09091 -1858.70000
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## [51906] -1463.72727 -1396.22222 -274.20000 -1388.18182 -281.20000
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## [51916] -1150.58333 -1761.83333 -1589.40000 -978.89474 -1614.36364
## [51921] -1016.12500 -1892.28571 -2808.50000 -699.85714 -1958.07692
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## [52151] -1172.08333 -982.11111 -921.58824 -1144.73684 -836.45455
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## [52166] -1055.78571 -551.44444 -875.58333 -451.42857 -1582.13158
## [52171] -1025.15385 -1814.44444 -1031.18750 -1596.20000 -1467.17647
## [52176] -1294.17647 -1337.13333 -2418.33333 -1088.28571 -586.42857
## [52181] -661.69231 -445.10000 -938.05556 -382.16667 -1400.76923
## [52186] -1093.37500 -2152.42857 -709.80000 -992.26087 -2071.07143
## [52191] -1222.92857 -1330.93333 -1523.07692 -1329.87500 -2174.28571
## [52196] -1607.61538 -361.11111 -2270.25000 -2500.33333 -1120.38462
## [52201] -1656.91667 -1272.22222 -629.37500 -774.30769 -2560.50000
## [52206] -1404.61111 -1198.37500 -1482.06250 -1566.14286 -1041.90000
## [52211] -1026.10000 -2467.83333 -240.27273 -2328.33333 -1324.09091
## [52216] -1059.85714 -1550.63636 -2025.53333 -1137.77778 -1269.61111
## [52221] -1168.81818 -1020.10000 -561.47826 -1034.41667 -738.10000
## [52226] -960.77778 -642.93750 -1542.85714 -931.91667 -871.92857
## [52231] -1399.90000 -1405.94444 -1792.73913 -1617.22222 -763.61538
## [52236] -1306.43478 -648.40000 -1203.90000 -2344.50000 -1437.30769
## [52241] -1573.70588 -586.14286 -937.28000 -1970.88889 -739.21429
## [52246] -2051.80000 -1531.27273 -838.70588 -1653.18182 -762.14286
## [52251] -1565.63636 -504.45455 -1195.22222 -808.22222 -1361.15385
## [52256] -516.70000 -1480.88462 -2050.20000 -1674.62500 -1573.14286
## [52261] -961.87500 -872.83333 -1300.21429 -1350.60000 -1140.18182
## [52266] -774.87500 -1942.44444 -921.70000 -238.90000 -1051.18182
## [52271] -1825.83333 -764.62500 -145.33333 -218.77778 -1535.92857
## [52276] -1760.14286 -880.77778 -1973.40000 -582.57143 -655.71429
## [52281] -1247.17647 -1277.37500 -456.87500 -2747.66667 -1503.22222
## [52286] -378.16667 -1496.44444 -1027.81818 -213.40000 -1323.09091
## [52291] -1667.35714 -1101.81818 -664.85714 -1182.62500 -1294.28571
## [52296] -1346.45455 -1556.20000 -1424.30769 -1326.54545 -825.27273
## [52301] -1220.31579 -1037.77778 -631.57143 -2709.66667 -974.10000
## [52306] -549.10000 -1025.55556 -1845.36364 -1424.09091 -1941.12500
## [52311] -1222.58333 -1638.63636 -1576.11111 -1084.55000 -598.10000
## [52316] -764.28571 -1683.70000 -491.27273 -751.13636 -1705.37500
## [52321] -999.12500 -1013.62500 -1544.19048 -2191.72727 -1579.42857
## [52326] -1685.80000 -2091.33333 -538.77778 -2235.07692 -371.28571
## [52331] -900.44444 -1445.09091 -525.07692 -742.80000 -543.14286
## [52336] -1217.11111 -1491.41667 -197.25000 -1500.70000 -1429.75000
## [52341] -1098.77778 -2272.22222 -1064.11111 -2465.75000 -832.07692
## [52346] -349.28571 -1536.30769 -1225.93333 -1395.09091 -1004.35714
## [52351] -701.18750 -1857.75000 -1016.62500 -726.69231 -2290.40000
## [52356] -668.90909 -1429.71429 -1278.46667 -662.44444 -837.95833
## [52361] -1443.77778 -2322.33333 -888.37500 -1847.07692 -1551.28571
## [52366] -1254.30769 -2265.80000 -1506.90909 -901.07143 -1090.52632
## [52371] -1569.16667 -1009.81818 -1964.14286 -1992.60000 -1182.57143
## [52376] -2252.60000 -1493.88235 -1353.15000 -1327.52941 -540.37500
## [52381] -796.23529 -1032.09091 -1003.90476 -1456.77778 -1387.44444
## [52386] -1235.36364 -811.28571 -2257.25000 -815.91667 -1858.33333
## [52391] -974.30000 -1473.17647 -1085.63158 -426.25000 -1320.46154
## [52396] -843.42857 -940.14286 -248.20000 -759.90909 -1200.70000
## [52401] -2436.33333 -1836.63636 -1263.27778 -1229.85714 -1238.18182
## [52406] -1742.23077 -845.62500 -1090.07692 -849.20000 -781.09524
## [52411] -1216.70968 -1269.71429 -514.62500 -1079.30000 -1238.55000
## [52416] -1020.90000 -901.77778 -724.44444 -1941.25000 -1318.23529
## [52421] -649.28571 -1637.78947 -1671.08333 -1138.94118 -1912.88889
## [52426] -1622.83333 -1991.25000 -1142.90909 -496.46154 -587.62500
## [52431] -1782.20000 -972.90000 -136.75000 -1040.80000 -1042.14286
## [52436] -1863.16667 -1137.30769 -1245.86364 -1657.65000 -390.42857
## [52441] -2304.33333 -1746.40000 -712.61538 -2467.33333 -1202.63636
## [52446] -381.20000 -1725.78571 -2815.50000 -536.11111 -1876.59091
## [52451] -1607.11111 -669.14286 -1360.42857 -902.87500 -1267.37500
## [52456] -1833.45455 -993.60000 -1559.45455 -1116.54545 -850.81818
## [52461] -1225.20000 -1592.73333 -2284.55556 -1317.45455 -1803.42857
## [52466] -1066.62500 -1444.57143 -898.41667 -2156.25000 -2281.75000
## [52471] -1420.18182 -779.09091 -1462.29412 -411.40000 -837.62500
## [52476] -586.70000 -1331.92857 -1390.07692 -751.80000 -1064.10000
## [52481] -1547.71429 -1267.28571 -63.50000 -1050.78571 -564.93750
## [52486] -980.62500 -741.11111 -1252.44444 -2141.33333 -1255.88889
## [52491] -2365.20000 -1237.88889 -2419.60000 -2599.66667 -1768.70000
## [52496] -1630.90000 -1532.84211 -511.14286 -393.70000 -1158.06667
## [52501] -1540.41667 -924.21429 -769.63636 -1159.61538 -1151.42857
## [52506] -894.90000 -1442.59375 -953.91667 -925.12500 -1680.44444
## [52511] -1409.07692 -2035.62500 -903.30000 -1913.40000 -1604.12500
## [52516] -891.92308 -749.85714 -1329.09091 -1464.73333 -1200.90000
## [52521] -697.26667 -417.87500 -566.72727 -839.21429 -1368.92308
## [52526] -780.63636 -597.84615 -986.21739 -2110.08333 -761.44444
## [52531] -1689.71429 -786.42857 -1269.46154 -1251.04762 -639.60000
## [52536] -1998.37500 -266.16667 -815.63636 -1480.53846 -795.88889
## [52541] -716.77778 -592.87500 -2013.10000 -1039.78571 -1204.11111
## [52546] -1445.37500 -2279.60000 -384.80000 -1352.45455 -1314.58621
## [52551] -1389.58333 -1025.46667 -1033.53333 -898.28571 -448.40000
## [52556] -1708.55556 -2402.66667 -1742.21053 -609.40909 -1570.09091
## [52561] -972.11765 -1861.83333 -731.81818 -811.61111 -1011.53846
## [52566] -856.46667 -1164.18750 -1514.80000 -358.88889 -1123.27778
## [52571] -1431.36364 -1603.18182 -1361.42857 -1422.11111 -1488.71429
## [52576] -740.60000 -1249.70000 -1233.22222 -881.22222 -1412.94444
## [52581] -478.64706 -1481.14286 -1083.41667 -724.15385 -957.95455
## [52586] -548.06250 -2719.75000 -1607.70588 -620.80000 -1717.28571
## [52591] -552.42857 -679.60000 -1525.36364 -612.13333 -1062.78261
## [52596] -2280.14286 -2109.60000 -1608.62500 -1253.11111 -1274.46154
## [52601] -1448.78571 -1474.53333 -2031.42857 -1548.28571 -1504.07143
## [52606] -1280.84211 -1357.57143 -1612.91667 -440.64286 -2003.71429
## [52611] -611.55556 -1531.21429 -1254.87500 -1779.62500 -1329.52941
## [52616] -1650.75000 -1476.38462 -915.81481 -1003.88889 -1248.41667
## [52621] -1692.85714 -1103.36364 -1010.11111 -1963.60000 -1499.25000
## [52626] -497.60000 -532.55556 -323.60000 -444.88889 -407.83333
## [52631] -904.81250 -499.37500 -146.33333 -1692.95000 -1824.91667
## [52636] -1563.58333 -1048.11111 -2423.20000 -1376.85714 -1774.75000
## [52641] -1066.54545 -1428.07143 -2119.42857 -386.16667 -1924.16667
## [52646] -2393.90000 -1220.45455 -1584.54545 -628.71429 -498.80000
## [52651] -1906.16667 -1452.13333 -1219.37500 -849.23077 -1060.09091
## [52656] -1479.73913 -2033.25000 -1390.07143 -1692.06250 -1917.75000
## [52661] -825.90909 -1407.62500 -1423.86667 -912.75000 -1349.42857
## [52666] -2283.33333 -632.55556 -457.60000 -837.08333 -820.15385
## [52671] -2626.66667 -1274.40000 -1782.23077 -804.30000 -664.12500
## [52676] -1215.38462 -1655.56250 -1466.90909 -1243.07143 -413.16667
## [52681] -1570.12500 -1072.77778 -403.23077 -1657.07143 -1209.41667
## [52686] -998.90000 -1065.45000 -1647.85714 -1255.78571 -1626.41667
## [52691] -1713.90000 -921.85714 -686.60000 -1676.83333 -1560.37500
## [52696] -882.69231 -1977.11111 -1486.11111 -1523.69565 -767.11111
## [52701] -1949.75000 -1074.28571 -949.71429 -802.12500 -1082.38462
## [52706] -1543.42857 -1816.11111 -1189.13333 -308.80000 -1550.78571
## [52711] -1649.91667 -1934.75000 -699.09091 -1041.84615 -902.91667
## [52716] -1635.30000 -1313.45455 -81.75000 -670.36364 -401.60000
## [52721] -1308.94444 -1107.09091 -758.44444 -1502.35714 -669.42857
## [52726] -1429.43750 -691.87500 -1641.16667 -483.20000 -1655.81250
## [52731] -2048.71429 -1077.16667 -338.40000 -1950.57143 -463.85714
## [52736] -651.62500 -764.93750 -2456.25000 -1147.77778 -797.70000
## [52741] -446.16667 -1668.92308 -1197.30000 -853.90000 -795.10000
## [52746] -1102.86667 -1327.70000 -1039.61538 -1338.36364 -149.60000
## [52751] -1590.55556 -723.91667 -1097.91667 -1123.13333 -1387.77778
## [52756] -1219.54545 -1919.07143 -742.41667 -2306.85714 -1316.91304
## [52761] -633.20000 -907.10000 -1238.26316 -950.59091 -1190.45455
## [52766] -1413.15385 -849.38889 -926.86667 -2017.25000 -1176.72727
## [52771] -1117.15385 -1532.07143 -1089.69231 -2194.25000 -1153.40000
## [52776] -1260.65000 -1904.57143 -1771.37500 -1199.90909 -2032.88889
## [52781] -1127.09091 -1103.60000 -1188.58824 -1652.52941 -1538.11111
## [52786] -794.22222 -656.30000 -2050.66667 -1863.22222 -424.96296
## [52791] -1203.10526 -737.71429 -569.30000 -1171.92308 -1908.80000
## [52796] -735.30000 -856.63636 -993.62500 -1269.85714 -1777.46154
## [52801] -271.85714 -390.72727 -2492.66667 -691.29412 -969.45455
## [52806] -876.07692 -1773.80000 -1581.70000 -1643.91667 -866.72727
## [52811] -1103.45455 -478.36364 -1242.57143 -1426.20000 -2007.44444
## [52816] -1115.84615 -2002.66667 -959.72727 -1218.16667 -1548.78947
## [52821] -875.78571 -921.86667 -1415.16667 -1997.66667 -1523.72727
## [52826] -733.20000 -2084.88889 -1295.05263 -1607.80000 -891.81818
## [52831] -1480.27273 -1357.09091 -1166.85714 -2064.92308 -1306.85714
## [52836] -399.57143 -1295.35294 -898.87500 -1473.70000 -1825.10000
## [52841] -783.57143 -924.81818 -840.41667 -1433.83871 -1675.64286
## [52846] -2517.50000 -1700.76923 -2057.75000 -519.75000 -2174.14286
## [52851] -954.57143 -425.60000 -350.77778 -1544.10000 -1560.92857
## [52856] -736.80000 -555.61538 -1598.11111 -1431.53846 -1155.10000
## [52861] -700.43750 -582.12000 -930.13333 -710.22222 -1781.57143
## [52866] -2355.25000 -406.57143 -1207.54545 -1774.20000 -2439.42857
## [52871] -1161.38462 -1423.87500 -448.62500 -1396.76471 -1106.40000
## [52876] -1730.55556 -1019.70588 -2003.75000 -888.70000 -1635.81818
## [52881] -1298.92308 -315.60000 -1194.47059 -1720.62500 -1946.16667
## [52886] -755.57143 -955.72727 -1189.45455 -1853.20000 -2075.57143
## [52891] -636.37500 -1494.31250 -1237.72727 -735.41667 -996.44444
## [52896] -1265.12500 -1135.46154 -405.58333 -1140.08333 -1511.70000
## [52901] -1148.88889 -1232.76923 -425.25000 -1280.63636 -1993.84615
## [52906] -975.07692 -133.25000 -854.30000 -1898.92308 -1255.41667
## [52911] -684.37500 -1158.90000 -2231.25000 -1548.70000 -238.80000
## [52916] -980.55556 -826.63636 -1529.06250 -685.85714 -1765.14286
## [52921] -1231.10000 -789.37500 -1018.81818 -1053.42857 -766.11111
## [52926] -269.80000 -1818.11111 -1217.83333 -1761.20000 -1950.28571
## [52931] -1107.95000 -762.85714 -1787.22222 -1531.63636 -2187.44444
## [52936] -728.18182 -2010.80000 -840.28571 -1817.44444 -968.09091
## [52941] -1040.09524 -1585.08333 -808.44444 -2056.80000 -1236.07692
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## [52951] -229.80000 -657.42857 -1348.47368 -2085.75000 -1535.42857
## [52956] -1668.86364 -959.61538 -1543.30000 -1378.83333 -1168.60000
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## [52966] -1358.08333 -1334.92308 -1134.93750 -887.85714 -602.88889
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## [52976] -1974.72727 -449.83333 -1493.17857 -983.28571 -829.60000
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## [52996] -1959.36364 -711.14286 -756.72727 -570.80000 -515.87500
## [53001] -2767.25000 -964.90000 -995.57143 -1512.06250 -338.09091
## [53006] -102.33333 -361.80000 -2675.62500 -1567.88889 -342.77778
## [53011] -2520.75000 -528.80769 -331.77778 -781.45455 -494.30000
## [53016] -1333.41667 -1009.14286 -858.93333 -1521.36364 -124.83333
## [53021] -1223.09091 -1124.70000 -1710.41667 -1933.33333 -1158.30769
## [53026] -1691.55556 -1476.84615 -771.75000 -605.83333 -1636.06250
## [53031] -1922.63636 -1576.69231 -795.60000 -1976.66667 -951.71429
## [53036] -1334.35000 -1907.61538 -1019.46667 -1066.88889 -1435.87500
## [53041] -184.25000 -2433.42857 -2094.40909 -656.87500 -960.63636
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## [53056] -897.44444 -465.70000 -1576.92308 -464.16667 -460.44444
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## [53281] -873.84615 -1427.16667 -1967.66667 -384.71429 -902.12500
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## [54516] -804.94444 -1627.10000 -1250.83333 -732.27273 -2245.83333
## [54521] -2392.20000 -1106.90000 -1559.30000 -1761.10000 -525.54545
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## [54541] -161.40000 -736.14286 -861.08333 -1029.07692 -1264.88889
## [54546] -675.55556 -1926.87500 -709.16667 -396.20000 -1769.42857
## [54551] -2377.16667 -1389.09091 -768.12500 -1324.10000 -1211.40000
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## [54561] -1533.88889 -1295.54545 -2352.33333 -1457.06250 -707.52941
## [54566] -147.80000 -1547.87500 -1926.62500 -1213.52381 -896.30000
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## [54601] -1876.28571 -1096.11111 -1666.14286 -1116.55556 -2119.60000
## [54606] -1540.83333 -1324.22222 -1486.88235 -1898.20000 -896.42857
## [54611] -1743.84211 -1620.60000 -1234.06250 -869.27273 -1456.44444
## [54616] -1622.44444 -997.15385 -42.66667 -1011.70000 -1670.60000
## [54621] -541.16667 -1484.05882 -1115.06667 -2102.20000 -1687.62500
## [54626] -2866.50000 -1245.36364 -909.81818 -1355.42857 -972.43750
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## [54681] -1053.90909 -1476.10000 -1578.28571 -2032.75000 -1602.16667
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## [54691] -2542.20000 -1548.37500 -2662.50000 -970.28571 -582.92857
## [54696] -2224.71429 -1281.08696 -1142.15789 -976.11111 -1664.76471
## [54701] -610.11111 -1600.84615 -892.05000 -1921.62500 -1300.16667
## [54706] -332.12500 -913.77778 -950.55556 -1554.58824 -894.85714
## [54711] -259.40000 -1115.94118 -1501.85714 -68.37500 -1489.42857
## [54716] -1131.37500 -961.72727 -2030.57143 -924.62500 -1690.63636
## [54721] -613.88889 -749.90000 -1594.14286 -940.22222 -2235.44444
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## [54731] -441.80000 -1025.37500 -707.27273 -459.55556 -1069.09091
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## [54756] -1875.66667 -1821.26667 -1938.05000 -1578.11111 -1468.63636
## [54761] -960.23077 -629.88889 -1242.71429 -1056.77778 -441.25000
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## [54771] -451.11111 -1921.20000 -980.23529 -1061.61538 -1919.25000
## [54776] -1302.35714 -2724.66667 -1152.45455 -1103.73684 -1468.90909
## [54781] -1248.07692 -2135.66667 -556.55556 -1689.41667 -1119.11111
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## [54791] -1061.54545 -892.23077 -2329.71429 -696.37500 -1135.36842
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## [54801] -1565.20833 -2270.75000 -2353.50000 -251.80000 -589.10000
## [54806] -1253.58824 -482.14286 -1187.72222 -1050.72222 -2886.50000
## [54811] -1997.60000 -2022.75000 -1397.37500 -1669.25000 -523.37500
## [54816] -1652.16667 -1014.12500 -650.14286 -1236.31579 -1081.44444
## [54821] -722.86667 -1140.84615 -675.36364 -1678.07692 -1626.44444
## [54826] -1321.60714 -2078.25000 -730.81818 -852.30000 -1680.61538
## [54831] -703.41667 -967.45455 -2036.16667 -699.28571 -1304.80000
## [54836] -768.16667 -798.30000 -930.09091 -1062.63636 -491.11111
## [54841] -1419.61538 -1415.53846 -1446.93333 -937.45455 -561.85714
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## [54851] -840.11111 -1659.71429 -1713.18182 -918.53846 -1909.40000
## [54856] -780.30000 -964.07692 -1141.41176 -1155.16667 -2119.66667
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## [54941] -686.77778 -1718.87500 -707.09091 -107.16667 -1907.20000
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## [56881] -832.70000 -666.62500 -1217.87500 -1815.78571 -997.10000
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## [57216] -760.92857 -595.65000 -1095.92308 -1017.54545 -414.42857
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## [57816] -2742.33333 -166.66667 -909.10000 -2672.50000 -2550.33333
## [57821] -1527.70000 -517.38095 -1005.87500 -1514.36364 -880.70000
## [57826] -2104.12500 -716.69231 -2054.75000 -1470.21429 -1041.58824
## [57831] -1302.81818 -1604.80000 -1913.16667 -1152.90909 -751.42857
## [57836] -1869.80000 -487.60000 -770.05882 -1105.37500 -1117.55556
## [57841] -1126.84211 -727.78571 -1385.44444 -271.16667 -334.55556
## [57846] -1710.60000 -952.81818 -544.71429 -124.57143 -1796.16667
## [57851] -1097.54545 -1070.63636 -1530.71429 -1854.22222 -907.53333
## [57856] -1392.37500 -1938.40000 -871.85714 -1361.26667 -1318.36364
## [57861] -2074.80000 -1128.30769 -961.35294 -690.28571 -1366.86667
## [57866] -1310.21429 -1467.28571 -859.58333 -493.40000 -717.42857
## [57871] -289.35294 -1273.94118 -650.36364 -1137.57895 -1019.35714
## [57876] -2396.33333 -1496.55556 -275.20000 -1123.29412 -1171.35714
## [57881] -911.53571 -1720.07692 -2752.33333 -1391.58333 -979.72222
## [57886] -2250.50000 -839.36364 -1320.26667 -1150.26923 -1045.95652
## [57891] -1347.73333 -1042.82353 -1032.55556 -1130.86667 -1669.70000
## [57896] -597.10000 -2231.57143 -1719.87500 -411.61905 -671.55556
## [57901] -501.60000 -1229.58333 -1636.53333 -1337.15385 -542.62500
## [57906] -1429.84615 -1632.55556 -245.75000 -742.61538 -1115.27273
## [57911] -120.38889 -1326.23077 -1748.40000 -566.44444 -386.22222
## [57916] -1095.41176 -2068.71429 -774.44444 -756.85714 -1389.42857
## [57921] -1389.78571 -1008.91667 -994.90000 -1389.60000 -965.87500
## [57926] -2051.96429 -2258.57143 -885.76923 -404.20000 -1428.81818
## [57931] -1536.71429 -1721.54545 -1029.84615 -940.70000 -1788.16667
## [57936] -1478.54545 -1644.27778 -814.77778 -880.71429 -1142.12500
## [57941] -1296.88889 -2147.11111 -580.40000 -1813.28571 -2110.75000
## [57946] -2758.33333 -986.10000 -560.90000 -1729.62500 -2302.80000
## [57951] -1171.81818 -548.11111 -1105.90909 -1010.72727 -1525.08333
## [57956] -1166.10000 -1512.14286 -1265.46154 -1273.61538 -1232.42857
## [57961] -952.38889 -480.62500 -1080.83333 -1196.15385 -491.71429
## [57966] -898.05263 -625.54545 -1922.55556 -894.83333 -947.44444
## [57971] -2002.54545 -1386.31818 -1426.03226 -1198.76471 -1958.40000
## [57976] -1073.58333 -1089.22222 -2347.40000 -624.16667 -817.57143
## [57981] -697.16667 -1205.47059 -1463.42857 -580.53333 -844.27273
## [57986] -796.81818 -338.85714 -1069.57143 -774.08333 -1588.09091
## [57991] -676.90000 -868.29167 -1911.11111 -1194.90909 -1430.91667
## [57996] -1014.42857 -451.12500 -1241.55556 -1584.40000 -1985.66667
## [58001] -1605.17647 -562.11111 -1615.28571 -1824.54545 -1087.45455
## [58006] -673.21429 -1877.10000 -1459.83333 -881.62500 -1478.55556
## [58011] -1607.71429 -2176.90909 -1962.85714 -1380.17647 -1198.22222
## [58016] -1437.05882 -652.71429 -2127.87500 -1708.30000 -2088.85714
## [58021] -792.14286 -1997.44444 -877.86667 -1263.16667 -1348.08333
## [58026] -1128.68750 -1724.88889 -492.27273 -2857.50000 -1151.44444
## [58031] -1700.28571 -1583.62500 -2704.25000 -1151.83333 -1127.41667
## [58036] -983.31250 -1901.12500 -1623.73333 -1930.60000 -623.69231
## [58041] -587.85714 -1908.85714 -2397.20000 -1167.36842 -680.10526
## [58046] -2076.60000 -1436.63636 -1309.54545 -2503.20000 -134.14286
## [58051] -1532.82353 -998.41176 -2258.20000 -1517.83333 -339.40000
## [58056] -2024.80000 -1479.85714 -1446.90000 -1677.21429 -1500.53846
## [58061] -1436.36364 -1318.84848 -1256.36364 -1211.23529 -592.35294
## [58066] -948.62500 -1245.58824 -1446.30769 -848.55556 -1646.80000
## [58071] -772.12500 -1026.12500 -841.54545 -52.42857 -2521.33333
## [58076] -471.14286 -1597.61538 -2003.60000 -2300.37500 -563.36364
## [58081] -1086.22222 -819.62500 -1351.52941 -666.11111 -1016.54545
## [58086] -1858.81818 -738.13333 -1583.20000 -163.30000 -1183.44444
## [58091] -1079.28571 -1436.11111 -1457.87500 -954.72727 -2329.83333
## [58096] -1108.07143 -363.83333 -1702.87500 -1053.15385 -359.42857
## [58101] -1631.91667 -1362.13043 -1191.27273 -2279.33333 -1994.12500
## [58106] -697.54545 -892.37500 -1491.85000 -1676.90909 -1398.15385
## [58111] -1092.68750 -1523.81250 -725.77778 -1336.70000 -1108.14286
## [58116] -2361.66667 -1244.16667 -1437.36364 -447.88889 -548.42857
## [58121] -941.63636 -1109.27273 -1147.84615 -1274.20000 -1265.28571
## [58126] -1794.40000 -1536.38462 -668.18182 -637.14286 -1500.07143
## [58131] -1058.88889 -960.21429 -1367.31250 -1133.60870 -615.75000
## [58136] -1508.53846 -1136.83333 -1719.85714 -1621.28571 -2557.75000
## [58141] -694.38462 -361.83333 -1411.30000 -715.28571 -1011.88889
## [58146] -2267.42857 -1751.36364 -1112.68182 -1611.30000 -1457.64706
## [58151] -1949.20000 -760.12500 -414.57143 -1259.61538 -1758.11111
## [58156] -920.40000 -462.75000 -512.55556 -935.53846 -1084.38462
## [58161] -889.88889 -654.36364 -1351.57143 -998.16667 -1745.09091
## [58166] -1931.16667 -1097.18182 -1568.76923 -1322.45455 -1776.61538
## [58171] -1399.64286 -2037.83333 -1899.10000 -853.57143 -1140.69565
## [58176] -1383.47368 -929.18182 -1426.93333 -169.44444 -2672.25000
## [58181] -949.55556 -662.14286 -1057.72222 -987.93750 -1135.36364
## [58186] -1299.43750 -1908.83333 -761.57143 -1613.78261 -1220.38889
## [58191] -1058.83333 -742.76923 -914.46154 -450.90000 -546.83333
## [58196] -1832.42857 -1799.36364 -1899.85714 -288.57143 -2009.47059
## [58201] -1131.63636 -2587.50000 -1722.42857 -2161.16667 -821.07143
## [58206] -2585.75000 -1401.18750 -2345.33333 -232.60000 -1286.44444
## [58211] -1135.14286 -1255.64286 -2342.60000 -2150.60000 -1608.39130
## [58216] -1200.07692 -1631.60000 -813.87500 -1682.83333 -1231.84615
## [58221] -200.40000 -882.27273 -1082.42857 -1447.71429 -1518.87500
## [58226] -1090.08333 -368.71429 -547.81818 -1234.17647 -1720.15385
## [58231] -1714.20000 -375.62500 -1479.11111 -1577.38462 -1998.80000
## [58236] -1101.47368 -1121.90909 -1607.44444 -1156.31250 -1282.18182
## [58241] -643.46154 -2143.81818 -1796.57143 -1147.04000 -1627.77778
## [58246] -1725.28571 -869.54545 -837.30000 -505.37500 -1212.94118
## [58251] -1887.80000 -1418.08333 -1523.36364 -2024.87500 -1161.72727
## [58256] -798.76923 -2188.37500 -2268.50000 -1385.23529 -1270.72727
## [58261] -716.43750 -2718.33333 -1653.77778 -2049.90000 -221.75000
## [58266] -763.44444 -2148.71429 -1882.80000 -1230.63636 -665.40000
## [58271] -562.54545 -1527.28571 -725.14286 -316.57143 -525.16667
## [58276] -632.11111 -2680.33333 -598.63636 -1198.14286 -316.85714
## [58281] -578.16667 -699.84615 -568.57143 -477.30000 -1934.57143
## [58286] -445.57143 -1686.38462 -974.21429 -1821.44444 -328.62500
## [58291] -1486.65000 -1006.10000 -2073.80000 -455.37500 -1267.16667
## [58296] -2419.75000 -937.61538 -460.14286 -1549.14286 -1893.57143
## [58301] -1239.55556 -900.92308 -944.31250 -1144.92000 -1404.15385
## [58306] -1766.62500 -1488.68421 -2672.33333 -2690.75000 -1128.91667
## [58311] -1899.37500 -1501.35000 -643.86667 -435.28571 -362.52632
## [58316] -559.40000 -984.83333 -894.90909 -720.90000 -677.88889
## [58321] -1292.61111 -799.88889 -1295.28571 -1373.90000 -1466.83333
## [58326] -997.45455 -1117.84615 -2032.71429 -1147.68750 -849.22222
## [58331] -1269.35714 -1392.08333 -719.76923 -2642.66667 -1931.44444
## [58336] -1153.46154 -773.83333 -1157.14286 -548.85714 -1219.91667
## [58341] -1203.54545 -1820.40000 -595.87500 -1274.36364 -556.85714
## [58346] -1159.27778 -2118.14286 -892.72727 -17.40000 -1455.90909
## [58351] -1332.55556 -967.57143 -2095.11111 -2389.20000 -1759.57143
## [58356] -2014.75000 -934.21429 -1235.55556 -1408.61538 -1295.12500
## [58361] -1522.44444 -2290.60000 -870.87500 -948.70000 -2668.50000
## [58366] -815.15385 -317.45455 -2137.40000 -1038.55000 -2224.62500
## [58371] -1177.31250 -1402.35714 -1738.28571 -894.90476 -613.42857
## [58376] -1363.44444 -1299.90000 -1501.22222 -1494.39130 -2026.87500
## [58381] -1322.94444 -1961.12500 -1499.42857 -1739.88889 -540.53125
## [58386] -1784.37500 -188.60000 -1817.63636 -1491.12500 -1724.76923
## [58391] -2615.25000 -785.44444 -2774.50000 -1652.69231 -1493.87500
## [58396] -1034.35714 -903.13636 -1442.38462 -2137.88889 -2428.25000
## [58401] -960.37500 -1338.88889 -2064.75000 -2087.60000 -1168.30435
## [58406] -1245.90000 -998.06250 -1075.76471 -1227.27273 -1085.88235
## [58411] -1139.28571 -2132.42857 -2414.83333 -1540.47619 -2130.80000
## [58416] -1519.71429 -903.88889 -886.46154 -1357.76000 -1877.20000
## [58421] -1685.10345 -480.10000 -851.90000 -2077.71429 -621.09091
## [58426] -1028.05263 -1431.52632 -886.64286 -502.11111 -1785.80000
## [58431] -681.62500 -568.20000 -1633.26667 -1383.87500 -998.55556
## [58436] -2684.50000 -1811.20000 -1654.11111 -1201.38462 -1157.26667
## [58441] -1216.41667 -1376.57143 -710.45455 -1407.90000 -2525.60000
## [58446] -362.17647 -556.83333 -1180.11111 -2139.71429 -1564.87500
## [58451] -785.66667 -861.90909 -1215.11111 -1541.81818 -615.90909
## [58456] -973.88889 -1066.30000 -630.22222 -1143.77778 -900.36364
## [58461] -1118.14286 -857.14286 -1294.26667 -2193.87500 -1482.70000
## [58466] -1225.10000 -1215.94118 -571.08333 -2261.63636 -1517.16667
## [58471] -1999.40000 -58.33333 -617.88889 -1547.44444 -1308.41667
## [58476] -1711.63636 -1647.38462 -1286.09091 -1368.85714 -1243.87500
## [58481] -1363.40000 -1160.15385 -1224.87500 -2556.33333 -900.88235
## [58486] -664.87500 -1354.45455 -330.37500 -996.22222 -2326.50000
## [58491] -588.83333 -2611.50000 -2210.85714 -1496.85714 -723.27273
## [58496] -1701.30769 -1368.11111 -1197.23077 -1588.60000 -1431.07143
## [58501] -1390.58333 -1194.87500 -1923.72727 -1083.53846 -1675.55556
## [58506] -1145.45455 -1549.21429 -2481.75000 -878.53846 -1355.69231
## [58511] -536.12500 -1259.16667 -1185.27273 -1318.53846 -734.18182
## [58516] -1439.13333 -1484.61538 -1350.31250 -1361.37500 -1762.60000
## [58521] -1973.90909 -1121.64706 -829.27273 -531.10000 -228.80000
## [58526] -1544.11111 -1638.16667 -1594.85714 -2224.80000 -1782.40000
## [58531] -2051.14286 -848.06250 -2600.25000 -1599.08333 -1049.90000
## [58536] -751.92308 -1267.29167 -1392.54545 -1738.80000 -1045.35714
## [58541] -341.71429 -2128.16667 -1225.76471 -1318.46154 -1188.09091
## [58546] -1207.73333 -1113.27778 -1325.85714 -1578.36364 -1651.71429
## [58551] -1114.21429 -1535.27273 -1011.26667 -116.80000 -1349.60000
## [58556] -1145.96000 -1837.63636 -1231.90000 -1001.81818 -1195.45000
## [58561] -272.60000 -1869.25000 -2142.71429 -2114.90909 -2134.40000
## [58566] -2596.42857 -1555.38462 -1111.58333 -1563.87500 -696.83333
## [58571] -1126.06667 -984.30000 -691.82609 -2272.40000 -1288.57143
## [58576] -1274.39130 -1449.70000 -2633.75000 -516.11111 -1367.63636
## [58581] -1461.63636 -1301.62500 -387.28571 -1548.84615 -858.72727
## [58586] -1219.07692 -1554.15385 -148.66667 -1049.57895 -1111.91667
## [58591] -1634.15385 -1136.43750 -345.25000 -1263.47059 -1044.54545
## [58596] -1498.86667 -447.40000 -1347.58333 -1400.07692 -506.53846
## [58601] -1515.12500 -2246.28571 -1041.30769 -664.41667 -1367.07143
## [58606] -823.46667 -1290.13043 -1165.61538 -938.11111 -2627.66667
## [58611] -2005.25000 -1255.58824 -899.23077 -1313.88889 -1148.56250
## [58616] -2094.54545 -1297.68750 -828.36364 -935.41667 -1611.91667
## [58621] -826.88235 -564.14286 -1303.38462 -2209.66667 -1094.18182
## [58626] -521.37500 -999.09091 -207.60000 -446.42857 -1322.12500
## [58631] -1229.91667 -1256.21429 -1764.60000 -1624.85714 -1114.09091
## [58636] -1319.47059 -944.36842 -1029.68182 -1706.46667 -401.09091
## [58641] -1335.05263 -1955.80000 -2005.21429 -889.21429 -846.81818
## [58646] -1857.11111 -1244.90909 -929.55556 -1969.33333 -2544.66667
## [58651] -2128.10000 -322.12500 -1402.23810 -1601.64706 -1976.77778
## [58656] -781.07692 -1648.27273 -1311.14286 -1560.40000 -1139.08333
## [58661] -723.72727 -1170.10000 -37.50000 -497.42857 -1208.87500
## [58666] -1592.42857 -1269.47368 -644.62500 -921.90909 -943.77778
## [58671] -330.42857 -1137.37500 -463.87500 -1464.28571 -812.76923
## [58676] -1529.45455 -1991.87500 -1399.05556 -1020.90909 -570.60000
## [58681] -777.70000 -1263.71429 -2524.62500 -1361.88889 -1063.30000
## [58686] -683.22222 -1071.44444 -791.27273 -1073.78571 -1083.90909
## [58691] -1036.62500 -1416.18182 -1406.31579 -1271.68182 -1577.57143
## [58696] -1755.83333 -1552.90909 -1343.75000 -1442.61538 -1400.22222
## [58701] -1442.87500 -1886.83333 -1684.72727 -931.58333 -1384.63158
## [58706] -614.22222 -922.77778 -2076.80000 -409.42857 -1898.41667
## [58711] -1296.10000 -2106.30000 -1608.41176 -1457.20000 -1391.41667
## [58716] -641.85714 -842.07692 -1284.88235 -434.80000 -199.25000
## [58721] -321.88889 -1826.62500 -2185.75000 -509.18182 -1206.32000
## [58726] -1195.88235 -1001.20833 -588.71429 -1445.23077 -213.33333
## [58731] -1024.11111 -1924.75000 -531.85714 -677.56250 -1545.12500
## [58736] -2123.27273 -1635.28571 -2430.80000 -878.64286 -1068.61111
## [58741] -1692.09091 -1837.40000 -676.42857 -1938.20000 -2510.33333
## [58746] -2880.50000 -1242.37500 -1987.27273 -1304.14286 -2042.16667
## [58751] -1569.11111 -773.53846 -453.83333 -170.75000 -1141.28571
## [58756] -1012.85714 -352.03846 -690.09091 -845.89474 -1165.15385
## [58761] -975.58333 -1178.26316 -811.38889 -1247.26667 -1785.71429
## [58766] -1356.36364 -1009.58824 -1785.14286 -1510.22222 -2020.25000
## [58771] -1700.73333 -1009.06667 -2606.66667 -474.63636 -1978.16667
## [58776] -830.14286 -1811.75000 -865.45455 -1242.75000 -1370.47368
## [58781] -1327.46154 -846.26667 -821.07692 -1988.83333 -966.69565
## [58786] -1494.71429 -1041.35714 -2097.28571 -1283.07143 -1392.42857
## [58791] -559.62500 -1205.81250 -934.85714 -1001.52941 -1532.53846
## [58796] -1548.41667 -1812.12500 -134.37500 -980.35000 -1189.73333
## [58801] -1472.42857 -1306.76923 -631.88889 -46.40000 -950.87500
## [58806] -1452.22222 -424.42857 -1424.84615 -1589.93750 -1487.46667
## [58811] -2435.80000 -1015.92857 -1309.57143 -1185.45455 -401.62500
## [58816] -617.91667 -575.22222 -2096.28571 -2052.75000 -2891.50000
## [58821] -688.76923 -338.81818 -1416.78571 -460.28571 -1675.05000
## [58826] -1696.09091 -930.37500 -1134.40000 -1947.09091 -1024.55000
## [58831] -2274.33333 -746.90000 -1297.63636 -1189.70000 -1481.41667
## [58836] -2559.66667 -691.81818 -790.70000 -1795.44444 -778.90909
## [58841] -1688.91667 -603.54545 -1399.95238 -1378.63636 -1885.60000
## [58846] -1768.59091 -1119.78571 -2618.66667 -1682.90909 -905.10000
## [58851] -1740.37500 -1173.22222 -1472.58333 -1063.45455 -1810.37500
## [58856] -698.57143 -974.91667 -2052.25000 -1328.06667 -1807.55556
## [58861] -986.11765 -999.13333 -2027.88889 -1600.44444 -1148.90909
## [58866] -1453.37500 -2015.20000 -1363.06250 -2401.87500 -1072.07692
## [58871] -1008.18182 -1269.72727 -1264.30769 -1648.70588 -607.70000
## [58876] -1091.91667 -1099.73333 -807.72727 -859.18182 -1172.23077
## [58881] -1028.61538 -1121.05882 -281.40000 -1163.71429 -963.30000
## [58886] -807.95000 -1201.81818 -899.17647 -882.12500 -619.62500
## [58891] -1664.27273 -1797.72727 -509.71429 -1666.10000 -625.86667
## [58896] -657.55556 -1789.40000 -1460.86364 -1183.45455 -199.55556
## [58901] -869.92308 -360.44444 -1704.71429 -1308.37500 -862.62500
## [58906] -1929.45455 -1993.77778 -430.60000 -1461.11111 -646.88889
## [58911] -330.16667 -1203.22222 -1462.36364 -1379.27778 -1403.35714
## [58916] -1441.72727 -1302.36364 -2908.50000 -1030.63636 -2318.33333
## [58921] -1292.11111 -1177.58824 -1314.76471 -1501.30769 -1048.26667
## [58926] -864.63636 -843.35714 -1724.20000 -1361.90000 -1325.77778
## [58931] -1887.11111 -1777.83333 -1645.62500 -1080.62500 -663.57143
## [58936] -592.28571 -1821.42857 -327.36364 -1817.14286 -1879.94444
## [58941] -2052.40000 -968.28571 -1401.86957 -1325.16667 -1573.36364
## [58946] -1274.90000 -1225.87500 -1527.77778 -2495.75000 -1848.75000
## [58951] -1944.90000 -1859.80000 -518.12500 -2015.77778 -966.91667
## [58956] -836.78571 -1178.55556 -1343.05556 -903.93333 -877.27778
## [58961] -1668.28571 -669.61538 -1137.22727 -80.66667 -1427.90000
## [58966] -1609.07692 -1321.78261 -989.43750 -913.13333 -1192.44444
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## [58986] -2140.57143 -197.75000 -964.85714 -482.88889 -1520.70000
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## [59006] -1681.52174 -1494.36364 -643.77778 -1869.40000 -966.15385
## [59011] -836.53846 -1713.45455 -248.60000 -697.87500 -2743.66667
## [59016] -1280.80000 -654.80000 -378.71429 -1067.14286 -413.14286
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## [59036] -1558.93750 -1112.76190 -1164.11111 -1324.84615 -1203.91667
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## [59046] -1286.08333 -548.41667 -650.88889 -1420.85714 -787.53125
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## [59076] -481.76923 -457.62500 -1265.55556 -947.84615 -1262.45455
## [59081] -271.40000 -995.37500 -791.55556 -2543.40000 -410.16667
## [59086] -752.88889 -1746.41667 -1505.95238 -1544.62500 -963.08333
## [59091] -2233.60000 -413.36364 -2081.57143 -1493.82353 -1185.63636
## [59096] -1151.87500 -1951.42857 -1190.42857 -1748.14286 -1216.38462
## [59101] -1354.43750 -474.88889 -1283.57895 -1276.15789 -1327.10526
## [59106] -476.71429 -1327.93333 -1047.58333 -1404.20690 -1261.08333
## [59111] -2083.75000 -1937.20000 -1885.80000 -1975.70000 -1270.76923
## [59116] -1477.12500 -1047.90000 -1270.42857 -1414.77778 -2208.50000
## [59121] -1279.94444 -1035.89474 -956.16667 -1227.53846 -1419.81818
## [59126] -1007.90909 -2065.42857 -1368.42857 -606.12500 -903.44444
## [59131] -2003.12500 -1553.72727 -1297.93333 -1455.31250 -1663.73077
## [59136] -1064.90909 -1112.91667 -2112.11111 -355.42857 -1726.42857
## [59141] -1351.38095 -2044.80000 -696.60000 -909.78571 -558.81818
## [59146] -2033.81818 -793.71429 -1487.63636 -794.09091 -1716.45455
## [59151] -1211.12500 -1116.07692 -1039.85714 -1517.10000 -568.62500
## [59156] -1521.87500 -1493.07692 -1361.39130 -1438.73333 -1095.53333
## [59161] -832.38462 -1587.81818 -1200.30435 -2041.15385 -2066.66667
## [59166] -1564.91667 -1180.30000 -973.86667 -1625.83333 -1467.11111
## [59171] -1241.70000 -1403.86667 -907.40000 -1704.10000 -1111.90909
## [59176] -269.16667 -1120.21053 -1549.10000 -115.90000 -1265.90000
## [59181] -1686.25000 -459.11111 -1003.52941 -886.58333 -1064.26667
## [59186] -1139.58824 -1536.87500 -1439.26667 -2282.75000 -1384.84211
## [59191] -1722.62500 -794.62500 -2110.22222 -1075.45833 -945.93333
## [59196] -326.40000 -1430.76923 -1928.60000 -2551.85714 -1481.95238
## [59201] -911.72727 -1514.37500 -1476.37500 -405.14286 -1365.09091
## [59206] -1544.55556 -1095.74074 -574.70000 -936.52941 -363.38462
## [59211] -1196.58333 -1161.47059 -328.90000 -1138.30000 -1357.47368
## [59216] -1391.76923 -2269.75000 -862.16667 -1337.37500 -1937.28571
## [59221] -1149.55556 -2231.66667 -1943.90909 -472.45455 -212.12500
## [59226] -1579.10000 -1925.60000 -913.55556 -1390.10000 -909.80952
## [59231] -1652.17647 -602.15385 -1001.62500 -1548.58333 -580.12500
## [59236] -1342.46667 -1608.46154 -392.42857 -960.92308 -1413.61538
## [59241] -1705.75000 -1138.17391 -2429.80000 -544.54545 -1251.54545
## [59246] -1433.21053 -1597.85714 -1534.23529 -1363.61538 -642.18182
## [59251] -307.60000 -1995.25000 -1412.85714 -1146.93750 -1593.40000
## [59256] -1694.18750 -2081.88889 -1200.94444 -1555.13333 -1349.12500
## [59261] -1153.23529 -1824.14286 -996.90000 -2103.80000 -1467.06250
## [59266] -2105.60000 -1321.44444 -669.71429 -1214.44444 -643.38462
## [59271] -1555.71429 -1631.55556 -1577.58333 -1727.40000 -317.20000
## [59276] -1212.81818 -742.40000 -963.70000 -515.18182 -1390.30000
## [59281] -1204.43478 -1998.12500 -1646.28571 -757.72727 -965.42857
## [59286] -483.28571 -1328.57143 -1559.28571 -901.20000 -2406.33333
## [59291] -972.90909 -1449.18750 -1149.23077 -1341.09091 -1355.61111
## [59296] -1068.29167 -897.77778 -597.71429 -2063.80000 -668.11111
## [59301] -1760.41667 -2232.33333 -1275.77778 -2458.75000 -107.25000
## [59306] -638.08333 -955.57143 -555.18182 -438.12500 -431.14286
## [59311] -2346.66667 -1004.90909 -1427.80000 -1802.60000 -872.92308
## [59316] -988.38889 -1021.45455 -1981.57143 -2191.75000 -779.57143
## [59321] -1543.63636 -1230.41667 -1325.60000 -1561.62500 -1326.37500
## [59326] -1232.15385 -1521.18182 -2489.66667 -1172.22222 -872.77778
## [59331] -1966.30000 -1945.58333 -658.22222 -394.90000 -1307.91667
## [59336] -1284.14286 -332.85714 -1006.77778 -1092.15789 -1028.77778
## [59341] -1393.23529 -819.86364 -997.23077 -1381.22222 -1616.11765
## [59346] -872.22222 -606.42857 -742.87500 -988.52381 -1913.11111
## [59351] -1529.61111 -231.25000 -1514.20000 -833.88889 -1330.77778
## [59356] -1571.57143 -1272.41667 -1729.37500 -1628.61538 -1191.15385
## [59361] -1552.42857 -837.16667 -1474.05263 -1311.31250 -763.08333
## [59366] -390.71429 -1563.90000 -1037.09091 -947.22222 -1788.06667
## [59371] -252.25000 -1771.70000 -1232.30000 -994.88889 -384.16667
## [59376] -1222.22222 -1838.60000 -1208.85714 -2086.85714 -1575.23077
## [59381] -1462.85714 -1128.42857 -1321.48148 -1401.55556 -1020.55556
## [59386] -1479.44444 -2044.69231 -1311.82353 -616.44444 -448.16667
## [59391] -795.15385 -901.12500 -1249.53333 -1037.17647 -1081.46154
## [59396] -1039.60000 -294.42857 -1508.77778 -961.81818 -1259.77778
## [59401] -1433.76923 -338.14286 -1423.42857 -1525.41667 -2736.66667
## [59406] -2215.33333 -781.55556 -1600.37500 -1475.64706 -1998.75000
## [59411] -716.26087 -1552.70000 -1851.75000 -862.53846 -1433.46667
## [59416] -1438.92857 -1574.66667 -1314.14286 -1212.44444 -711.63158
## [59421] -1826.30769 -706.05556 -2009.57143 -607.57143 -1149.68421
## [59426] -1573.31579 -747.62500 -1298.90909 -1663.22222 -1576.12500
## [59431] -1355.30000 -1028.30000 -469.83333 -354.11111 -493.14286
## [59436] -1127.06667 -1348.77778 -1124.11111 -799.37500 -1520.76923
## [59441] -983.12500 -1786.37500 -876.54545 -1535.75000 -811.14286
## [59446] -805.84000 -1188.38462 -1780.77778 -1672.96875 -1297.46154
## [59451] -1675.88889 -1605.57143 -334.20000 -503.16667 -1152.47059
## [59456] -231.20000 -1654.38462 -1332.69231 -498.90000 -765.45455
## [59461] -883.10000 -2646.33333 -627.80000 -1470.38462 -1565.45455
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## [59471] -505.14286 -1483.63636 -683.45455 -1445.70000 -1397.23810
## [59476] -302.54545 -1125.81818 -1149.62500 -2145.20000 -1911.28571
## [59481] -1372.13333 -1333.54545 -1911.16667 -2043.62500 -678.14286
## [59486] -1653.42857 -1054.81250 -1033.87500 -680.90000 -837.92857
## [59491] -928.46667 -1032.15000 -1781.72727 -1420.17647 -322.16667
## [59496] -1756.70000 -1210.57895 -616.19048 -820.90000 -1320.53125
## [59501] -1646.11765 -1770.94118 -2068.20000 -2501.36000 -1194.77778
## [59506] -1039.92308 -1206.35714 -984.37500 -836.28571 -2085.83333
## [59511] -830.46667 -1054.12500 -934.22222 -1034.93333 -896.88889
## [59516] -414.11111 -1211.18182 -1271.62500 -1353.17647 -1580.92308
## [59521] -874.82353 -1571.12500 -1157.45455 -1798.42857 -1280.11765
## [59526] -799.91667 -1209.08333 -1108.04082 -1142.71429 -1441.27778
## [59531] -2395.14286 -982.72727 -1791.22222 -1509.21739 -1458.55556
## [59536] -349.90000 -900.85714 -1196.71429 -763.58333 -1213.11765
## [59541] -1491.44444 -1578.62500 -1014.84615 -697.13333 -724.35714
## [59546] -937.23077 -896.90909 -1147.90909 -779.63636 -1009.93750
## [59551] -1656.35714 -1308.41176 -747.83333 -972.72222 -487.62500
## [59556] -1277.57143 -2320.33333 -2293.50000 -867.60000 -1514.09091
## [59561] -2007.20000 -2229.33333 -1455.42857 -1066.28571 -1070.84615
## [59566] -808.18182 -1838.93333 -824.58333 -1116.21739 -421.77778
## [59571] -514.77778 -1515.77778 -1209.21053 -1760.84615 -345.20000
## [59576] -240.25000 -714.32143 -1098.12500 -926.08333 -1200.60870
## [59581] -958.87500 -2180.60000 -1724.58333 -1530.90909 -724.85714
## [59586] -1766.36364 -729.47059 -843.16667 -1126.88235 -1310.90909
## [59591] -986.12500 -721.90000 -469.42857 -1779.71429 -1016.41667
## [59596] -2575.33333 -1869.61538 -2339.92308 -1752.06250 -219.16667
## [59601] -1239.10000 -1278.08333 -1842.78571 -1396.92857 -2000.42857
## [59606] -1938.25000 -635.38462 -920.61538 -1666.92308 -2252.33333
## [59611] -1004.44444 -1568.85000 -536.81818 -1204.35714 -909.87500
## [59616] -951.70000 -2639.33333 -1430.07692 -1336.52174 -815.71429
## [59621] -2116.33333 -1902.92308 -1335.89474 -975.73333 -1870.27273
## [59626] -1203.87500 -2735.50000 -579.91667 -1745.87500 -589.88889
## [59631] -1555.09091 -905.36364 -743.42857 -1146.17647 -1737.83333
## [59636] -1411.87500 -1446.41667 -1397.17647 -1258.35714 -1082.84615
## [59641] -387.16667 -2352.50000 -1903.45455 -1474.87500 -510.62500
## [59646] -1544.91667 -2059.81250 -1664.15385 -1809.11111 -1746.28571
## [59651] -1790.85714 -1001.06667 -997.84615 -956.69231 -1118.71429
## [59656] -1489.81250 -488.62500 -795.37500 -1603.14286 -1225.06897
## [59661] -1600.17391 -834.46154 -1897.75000 -1570.45455 -1500.57143
## [59666] -2823.50000 -1273.91667 -1877.16667 -1348.70000 -1772.63636
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## [59681] -1397.46154 -2263.37500 -1160.41667 -273.55556 -514.87500
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## [59691] -206.66667 -1203.72222 -744.58621 -1225.27778 -983.71429
## [59696] -1713.91667 -1585.44444 -737.32143 -2161.20000 -1025.88235
## [59701] -2192.28571 -1661.30000 -179.66667 -1308.14286 -429.55556
## [59706] -2231.33333 -350.87500 -535.28571 -813.61538 -1564.44444
## [59711] -715.87500 -1710.10526 -1468.84615 -916.22222 -1701.81818
## [59716] -652.38462 -419.87500 -1795.90909 -1200.93333 -1836.66667
## [59721] -1456.28571 -1053.25000 -988.30000 -1409.42857 -1460.61538
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## [59731] -193.25000 -1356.42857 -887.10000 -1414.58824 -1174.55556
## [59736] -1168.09524 -986.42857 -909.37500 -1318.78261 -967.30769
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## [59746] -598.10526 -1588.11111 -1409.36364 -2645.66667 -588.40000
## [59751] -2694.50000 -1122.55556 -761.71429 -1801.16667 -1850.81818
## [59756] -1117.47059 -1074.37500 -1038.54545 -785.82353 -1054.88889
## [59761] -1939.80000 -365.37500 -757.12500 -644.16667 -603.57143
## [59766] -1632.45455 -987.11111 -1639.14286 -927.93333 -1684.62500
## [59771] -1332.12500 -424.12500 -1324.95833 -568.10000 -1479.57143
## [59776] -1160.57895 -1143.38462 -1637.42857 -759.57143 -671.57143
## [59781] -523.16667 -1133.91667 -578.28571 -1142.28571 -686.14286
## [59786] -992.90000 -1684.88235 -1265.52632 -906.15385 -936.18182
## [59791] -1163.58333 -2654.33333 -2426.66667 -1602.86667 -1915.22222
## [59796] -655.58333 -893.58333 -502.87500 -1051.23077 -1048.81818
## [59801] -1707.30000 -2168.37500 -908.35294 -1679.64286 -231.14286
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## [59811] -1797.36364 -1498.72727 -1154.55556 -1232.10526 -833.21429
## [59816] -394.62500 -1764.55556 -1628.05000 -1092.90909 -1874.75000
## [59821] -1390.83333 -1113.38462 -1820.18182 -1731.10000 -1744.36364
## [59826] -890.55556 -1587.22222 -666.07692 -780.16667 -1377.30000
## [59831] -1461.91667 -868.93333 -1069.31250 -1244.69231 -1627.60000
## [59836] -897.20513 -1261.81818 -1231.95000 -1067.45455 -1261.12500
## [59841] -1338.47619 -1970.28571 -1294.30769 -1089.76923 -1697.17647
## [59846] -1783.83333 -757.42857 -1706.88889 -1826.40000 -1644.87500
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## [59856] -494.54545 -678.75000 -1612.08333 -1526.10000 -1017.05882
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## [59871] -993.84615 -1262.17647 -636.88889 -311.45455 -654.57143
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## [59896] -1001.16667 -1468.41667 -1674.10000 -863.87500 -579.42857
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## [59911] -1754.37500 -635.88889 -1529.70000 -1120.62500 -951.72727
## [59916] -2253.50000 -1485.06667 -1019.35294 -447.29167 -1177.81818
## [59921] -1475.12500 -238.71429 -145.66667 -893.87500 -1159.09091
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## [59976] -2791.33333 -1062.61538 -1175.14286 -1680.88889 -2268.85714
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## [60031] -1092.30769 -680.09091 -1555.54545 -409.20000 -1376.53333
## [60036] -2172.71429 -1395.76190 -1423.55000 -1354.94118 -1783.12500
## [60041] -1225.42857 -1070.28571 -1406.57143 -867.58333 -1623.91667
## [60046] -1733.88889 -1666.72727 -1350.20000 -697.46667 -1225.85714
## [60051] -1578.88889 -1172.91667 -533.16667 -1262.55556 -1665.11111
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## [60066] -1521.08333 -666.90909 -684.20000 -586.54545 -1368.21053
## [60071] -248.80000 -1018.09091 -1866.46667 -1756.26667 -937.91667
## [60076] -1269.29630 -1045.07692 -1596.36364 -1383.19048 -998.42857
## [60081] -1120.61538 -1475.54545 -1409.22222 -943.11765 -1264.44444
## [60086] -2254.25000 -682.88889 -1249.27273 -874.09091 -1022.40741
## [60091] -1970.21429 -847.04348 -994.30000 -1278.42857 -1276.94118
## [60096] -1046.10000 -1647.22222 -1776.62500 -297.16667 -147.60000
## [60101] -419.20000 -1068.71429 -766.43750 -1276.57895 -1640.15385
## [60106] -1768.13333 -1334.84615 -664.57143 -2532.40000 -712.44444
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## [60116] -952.86667 -1271.70000 -824.11111 -880.85714 -1325.05556
## [60121] -2094.09091 -696.28571 -689.18750 -1936.75000 -817.23077
## [60126] -1774.37500 -1667.37500 -1983.25000 -1003.63636 -891.18182
## [60131] -2019.66667 -628.61538 -931.35714 -852.91667 -1767.20000
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## [60141] -1876.81818 -923.11111 -1713.06250 -657.85714 -1420.36364
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## [60151] -1963.14286 -989.08333 -692.42857 -910.58333 -1370.17647
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## [60176] -780.61538 -1248.68421 -1079.07692 -2070.76923 -1373.69231
## [60181] -1542.21429 -1164.23077 -1057.30000 -635.16667 -591.30000
## [60186] -1013.43750 -2022.45455 -495.57143 -1732.42857 -1152.52632
## [60191] -1027.91667 -503.11111 -745.71429 -1292.76923 -755.58333
## [60196] -1479.67857 -339.41667 -758.57143 -1847.90909 -1088.46154
## [60201] -341.64286 -858.11111 -682.58333 -896.79310 -956.77778
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## [60211] -1350.58824 -2047.28571 -759.14286 -604.55556 -2394.50000
## [60216] -697.63636 -1522.07692 -1154.63158 -870.30000 -1472.88889
## [60221] -2242.75000 -1565.23077 -2308.66667 -1660.07692 -2047.71429
## [60226] -1402.16667 -1334.23077 -1814.22222 -2468.75000 -704.44444
## [60231] -1152.25000 -1026.58333 -659.83333 -475.11111 -1843.10000
## [60236] -2275.80000 -1105.22222 -688.55556 -671.88889 -2349.50000
## [60241] -2381.25000 -1143.17647 -1429.92857 -2158.40000 -1411.46154
## [60246] -1498.85714 -783.94444 -1431.73684 -1250.63636 -950.76923
## [60251] -2505.25000 -1092.06250 -1855.14286 -1418.36364 -402.37500
## [60256] -959.81818 -960.57143 -1119.41667 -1658.61538 -925.64286
## [60261] -1773.44444 -1160.43750 -1212.45455 -1179.11111 -1154.70000
## [60266] -1365.47368 -1230.37500 -1847.53333 -2384.42857 -446.40000
## [60271] -577.41667 -1551.08333 -1442.88235 -1061.18182 -523.12500
## [60276] -821.71429 -1936.41667 -1647.42857 -450.93333 -1621.14286
## [60281] -928.26667 -906.90909 -851.10000 -1387.90000 -1715.57143
## [60286] -1989.85714 -933.90909 -605.20000 -968.19048 -1419.35294
## [60291] -1314.59091 -2053.42857 -950.63636 -1982.57143 -1661.28571
## [60296] -1110.71429 -1738.44444 -859.71429 -111.40000 -1538.85714
## [60301] -1083.18750 -1119.76923 -540.62500 -1907.40000 -2400.50000
## [60306] -1527.95000 -629.94737 -1477.68750 -1384.77778 -1502.93333
## [60311] -1150.10000 -2024.40000 -505.71429 -1283.88235 -1685.87500
## [60316] -660.37500 -2430.66667 -1930.80000 -1390.18182 -1226.11111
## [60321] -1538.45455 -881.11111 -609.10000 -1804.33333 -969.18182
## [60326] -692.71429 -1391.82353 -118.66667 -177.60000 -2560.33333
## [60331] -186.12500 -2536.50000 -182.40000 -857.81818 -1447.72727
## [60336] -1285.35714 -2088.28571 -1076.70000 -2138.33333 -753.45455
## [60341] -2013.38462 -509.90909 -1699.11111 -892.58333 -1035.55556
## [60346] -1191.46875 -1698.30000 -1153.45455 -1816.20000 -965.15385
## [60351] -1595.22222 -1111.18182 -1390.31579 -1286.11111 -1365.20000
## [60356] -1241.36842 -1684.27273 -1262.38462 -1736.81818 -1093.22727
## [60361] -1247.13333 -1334.18750 -1222.10000 -2314.88889 -1208.62500
## [60366] -1288.56250 -1124.18182 -1384.21429 -476.16667 -952.12500
## [60371] -780.71429 -940.17647 -1105.56757 -1117.08333 -1386.61538
## [60376] -917.57143 -1248.77778 -1616.84615 -833.92857 -1769.13333
## [60381] -705.93750 -995.30769 -822.82353 -1795.31579 -1514.30000
## [60386] -1996.62500 -1928.07692 -961.63158 -967.18182 -1518.70000
## [60391] -655.55556 -1079.11111 -576.10000 -1189.93333 -638.81818
## [60396] -648.44444 -2051.44444 -1252.76923 -1182.13333 -1885.75000
## [60401] -678.70000 -198.42857 -1106.53846 -1522.85714 -1032.22222
## [60406] -133.62500 -868.92857 -522.30769 -1122.17647 -1004.18750
## [60411] -293.12500 -1256.11111 -1447.90909 -1310.14815 -1722.83333
## [60416] -1922.75000 -1563.18182 -886.92857 -368.20000 -1096.94118
## [60421] -935.64706 -1831.52941 -1144.90000 -1363.12500 -1871.54545
## [60426] -617.30000 -1334.62500 -1096.35714 -1413.68182 -1301.90000
## [60431] -1235.76471 -691.85714 -2063.89474 -1691.14286 -1024.23077
## [60436] -1337.22222 -1386.08333 -940.30000 -1266.81818 -2306.60000
## [60441] -1412.63636 -1740.42857 -1728.69231 -1670.16667 -1282.35000
## [60446] -394.12500 -1137.28571 -938.95238 -1151.88889 -322.80000
## [60451] -1742.60000 -1646.93333 -671.71429 -1181.23077 -411.62500
## [60456] -1186.70000 -1988.91667 -2075.85714 -2089.57143 -905.46154
## [60461] -1036.91667 -1032.28571 -1808.87500 -1667.12500 -1119.35294
## [60466] -962.48000 -1296.07143 -1185.30769 -1317.90000 -1844.36364
## [60471] -1246.37500 -1118.90000 -1460.38462 -1516.40000 -972.44444
## [60476] -1723.90000 -990.38889 -177.07692 -1519.62500 -249.20000
## [60481] -838.57143 -1772.07143 -773.42857 -621.85714 -1335.91304
## [60486] -1863.57143 -1564.58333 -1603.21429 -819.36364 -2053.85714
## [60491] -1333.85714 -1381.51852 -1100.92857 -2523.80000 -1454.87500
## [60496] -1006.57143 -1003.36364 -888.90909 -1435.18182 -701.12500
## [60501] -1458.27273 -1306.94444 -1787.41667 -763.47059 -1939.71429
## [60506] -1460.57143 -1301.13333 -1575.55000 -1485.94737 -1508.71429
## [60511] -2056.14286 -1651.90909 -253.75000 -799.10000 -1471.12500
## [60516] -896.29412 -757.27273 -1449.62500 -1137.56250 -1489.85714
## [60521] -1407.10000 -109.37500 -1670.11111 -1928.37500 -679.46154
## [60526] -472.63636 -770.87500 -1994.16667 -1142.57143 -1596.11111
## [60531] -1646.75000 -901.07692 -1645.42857 -968.35294 -1463.61111
## [60536] -995.54545 -1040.53333 -784.64286 -422.60000 -150.60000
## [60541] -2370.20000 -1991.10000 -1671.76190 -1466.29412 -1253.22222
## [60546] -1603.23529 -443.37500 -1884.75000 -1637.85714 -209.28571
## [60551] -1204.12500 -1016.71429 -2101.75000 -720.22222 -985.15789
## [60556] -598.40000 -1922.83333 -1719.15789 -1151.86667 -528.12500
## [60561] -2097.33333 -1288.30769 -2005.75000 -811.43750 -802.27273
## [60566] -1556.90909 -632.38889 -1858.09091 -1673.30000 -1207.88889
## [60571] -1259.90909 -1593.10526 -1396.85000 -1349.13333 -1956.25000
## [60576] -877.91667 -279.16667 -1848.14286 -2334.50000 -518.45455
## [60581] -1330.45455 -2504.66667 -1748.90000 -1284.38095 -1383.13636
## [60586] -1806.64286 -1641.11765 -721.77778 -2336.40000 -704.14286
## [60591] -1727.82353 -1172.70000 -1017.18182 -823.12500 -1081.30769
## [60596] -396.41176 -1271.40000 -983.42857 -954.10000 -2170.37500
## [60601] -1370.27273 -1858.15385 -1947.54545 -805.87500 -1316.70000
## [60606] -1157.55556 -1164.76923 -351.60000 -550.08333 -1398.35000
## [60611] -1753.09091 -1800.57895 -451.55556 -1668.06250 -1647.60000
## [60616] -990.46154 -1730.05000 -890.31250 -1687.86667 -1387.78571
## [60621] -1030.45455 -1216.69231 -1652.80000 -1392.88889 -478.93103
## [60626] -1407.68750 -1428.78571 -1679.54545 -2493.33333 -750.18750
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## [60636] -1200.80000 -1069.90000 -856.11111 -1763.37500 -769.11111
## [60641] -2130.75000 -1368.28571 -2710.66667 -962.69231 -789.20000
## [60646] -970.55556 -674.08333 -1970.09091 -804.53333 -1239.11765
## [60651] -987.13333 -2332.83333 -1348.83333 -927.42857 -1285.42105
## [60656] -1996.12500 -1389.37500 -836.18182 -409.16667 -1136.62963
## [60661] -1004.27273 -2737.75000 -1732.60000 -1667.85714 -1396.18182
## [60666] -1239.30769 -1651.37500 -320.57143 -1004.27778 -1873.53846
## [60671] -1258.46154 -1583.11111 -2638.50000 -1432.38095 -515.44444
## [60676] -1241.07692 -1381.31250 -646.91667 -234.85714 -942.92308
## [60681] -1258.41176 -2518.20000 -571.87500 -1905.61538 -1302.72727
## [60686] -1770.57143 -1714.07692 -1960.09091 -1597.35714 -659.36364
## [60691] -1292.22222 -1191.42105 -1538.47619 -1518.62500 -596.60000
## [60696] -1001.06250 -1103.62500 -1893.44444 -1769.09091 -1752.22222
## [60701] -2393.66667 -2550.50000 -417.27273 -1114.78947 -967.06667
## [60706] -848.57143 -1059.12500 -326.62500 -1719.61111 -1446.84615
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## [60716] -1199.58333 -1019.10000 -722.27273 -2489.40000 -1651.36364
## [60721] -684.70000 -1397.44444 -1921.71429 -2287.75000 -1518.36364
## [60726] -1034.95238 -1258.68000 -1070.58824 -1104.52941 -1110.26316
## [60731] -959.58333 -1491.07692 -301.77778 -2385.80000 -1992.62500
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## [60766] -930.45455 -1376.17647 -762.60000 -1481.77778 -979.87500
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## [60776] -1195.42105 -164.75000 -1546.42857 -1175.06667 -1653.29412
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## [60786] -1099.58824 -1383.23077 -549.85714 -1364.77778 -332.62500
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## [60801] -1602.28571 -1486.93333 -1012.55556 -978.37500 -1146.58333
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## [60811] -543.42857 -1342.70000 -1581.12500 -2479.66667 -1144.08333
## [60816] -505.83333 -1137.53846 -1526.41176 -2399.40000 -1530.69231
## [60821] -1644.18182 -1481.21429 -1669.85714 -486.11111 -1542.87500
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## [60831] -1194.06250 -1626.20000 -1146.55556 -1349.38462 -1471.94444
## [60836] -1544.16667 -1816.47619 -1449.36364 -517.27273 -2826.50000
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## [60861] -533.85714 -253.60000 -1563.08333 -1310.54545 -2517.66667
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## [60881] -1096.90909 -678.63636 -697.07692 -1515.76471 -1528.70000
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## [60896] -898.63636 -721.30000 -2563.80000 -1066.52174 -2018.30000
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## [60926] -1349.44444 -1692.90000 -1800.16667 -1623.82353 -781.63636
## [60931] -2725.50000 -1070.15385 -1889.53846 -145.41667 -1160.21429
## [60936] -2125.87500 -833.61538 -1961.15385 -1058.54545 -1641.80000
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## [60966] -1353.22222 -661.63636 -1207.81818 -1536.64286 -1334.61538
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## [60981] -943.85714 -1374.14286 -893.55556 -1967.12500 -1728.30000
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## [61006] -1156.38462 -991.76923 -1421.78947 -1074.09524 -1320.92308
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## [61256] -1340.12500 -1402.71429 -1379.92857 -1414.61538 -1654.27273
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## [61276] -1190.08333 -420.55556 -766.30769 -566.16667 -1319.71429
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## [61306] -2288.50000 -1484.63636 -1364.45455 -628.27273 -1453.45161
## [61311] -1323.63636 -1821.80000 -2039.75000 -1608.18750 -1689.14286
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## [61321] -694.13333 -2148.60000 -187.85714 -1491.30000 -1469.43478
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## [61331] -1570.10000 -253.07692 -1560.10000 -1453.87500 -1505.62500
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## [61346] -533.88889 -1193.09524 -2275.75000 -1217.22222 -1478.70588
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## [61361] -1153.15385 -2027.71429 -1847.12500 -628.90000 -1165.62500
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## [61371] -1382.37500 -253.42857 -755.16667 -400.95000 -259.16667
## [61376] -1066.77778 -960.90909 -1787.53846 -2166.20000 -1898.71429
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## [61386] -1601.81818 -1920.57143 -1752.63636 -871.46667 -1582.38462
## [61391] -483.83333 -1831.60000 -1384.09091 -2125.28571 -928.62500
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## [61401] -1699.92308 -407.18182 -1419.20000 -1780.46667 -1007.15385
## [61406] -603.14286 -1428.18182 -1701.38462 -1647.18182 -942.91304
## [61411] -1609.55556 -678.60000 -1748.74194 -619.10000 -605.85000
## [61416] -1295.60000 -1246.07692 -425.85714 -693.93750 -2192.87500
## [61421] -939.76923 -1321.11111 -1482.22222 -844.14286 -1898.80952
## [61426] -731.14286 -2792.50000 -1127.42857 -1944.16667 -916.21429
## [61431] -1131.87500 -1000.54545 -705.58333 -318.45455 -1008.62500
## [61436] -1254.94118 -823.13333 -1214.55556 -1311.37500 -1487.92308
## [61441] -1156.44444 -645.85714 -862.86667 -1963.83333 -1469.10000
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## [61456] -1624.69231 -914.64706 -1860.71429 -1261.11111 -1196.08333
## [61461] -769.42857 -515.80000 -1119.91667 -969.17391 -848.05556
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## [61471] -1570.15385 -1493.28571 -1653.81818 -1125.22222 -718.28571
## [61476] -1080.06667 -1280.90000 -1759.72727 -953.55556 -1126.77778
## [61481] -846.22222 -137.87500 -733.80000 -876.23529 -840.07143
## [61486] -1125.36364 -1116.07143 -1125.13636 -2080.40000 -2071.75000
## [61491] -1755.62500 -1432.42857 -669.45455 -733.55556 -1710.87500
## [61496] -986.44444 -1399.53846 -2519.75000 -711.30000 -1134.16667
## [61501] -1960.77778 -1848.58333 -873.30000 -745.28571 -1247.93750
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## [61511] -1045.46154 -968.18182 -1097.90000 -1827.36364 -1365.23529
## [61516] -2031.75000 -1669.64000 -630.18182 -1985.25000 -978.18182
## [61521] -951.53333 -1063.43750 -2525.20000 -1990.55556 -1249.12500
## [61526] -1203.90909 -906.40741 -1331.81818 -1720.40000 -1180.88889
## [61531] -1335.38462 -513.87500 -254.83333 -2085.87500 -1485.62500
## [61536] -1884.60000 -360.16667 -1369.69231 -1984.28571 -982.90909
## [61541] -131.50000 -1484.41667 -1151.55556 -1615.11111 -994.52941
## [61546] -1018.53846 -654.20000 -694.18182 -960.69231 -1936.89474
## [61551] -2389.14286 -1676.58333 -1024.62500 -1805.27273 -1993.60000
## [61556] -1598.36364 -1639.23077 -1981.88889 -1257.90476 -574.22222
## [61561] -2254.80000 -2127.71429 -1323.15789 -1030.61538 -1296.53333
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## [61571] -918.36364 -1369.78571 -968.87500 -647.14286 -965.93333
## [61576] -1266.18182 -663.90909 -1004.64706 -1460.85714 -1609.83333
## [61581] -1042.90909 -169.60000 -1053.85714 -988.42857 -1116.41667
## [61586] -1424.36364 -1486.47368 -742.92857 -544.22222 -1182.36364
## [61591] -2063.22222 -1885.83333 -1163.13333 -1735.62500 -882.09091
## [61596] -1968.92308 -2593.54545 -1516.30000 -2008.14286 -2464.28571
## [61601] -1809.16667 -1891.45455 -1721.78947 -503.15385 -1385.73684
## [61606] -715.86667 -1976.57143 -1691.64286 -1391.81818 -1786.87500
## [61611] -556.71429 -1517.44444 -984.90000 -174.75000 -1441.69231
## [61616] -1211.65217 -1373.94444 -1111.70000 -2536.25000 -1159.37500
## [61621] -1462.26667 -914.18182 -1674.85714 -2093.77778 -1199.78571
## [61626] -625.54167 -568.36364 -453.37500 -212.80000 -1705.61538
## [61631] -1353.15789 -1029.41667 -2423.33333 -1238.68750 -483.30000
## [61636] -1550.57143 -1725.46667 -1497.29412 -1988.09091 -1480.09091
## [61641] -299.10000 -989.78571 -2433.33333 -1267.78947 -919.09091
## [61646] -829.63636 -832.92308 -2481.33333 -276.37500 -1580.87500
## [61651] -1949.60000 -634.77778 -1263.27273 -1112.73333 -1218.92308
## [61656] -879.30000 -1484.23077 -2011.92857 -1184.11111 -605.55556
## [61661] -592.60000 -1675.54545 -1073.48000 -1332.77778 -865.18182
## [61666] -1274.37500 -1241.81818 -1506.61538 -667.91667 -697.92308
## [61671] -1473.44444 -1541.90000 -839.62500 -834.78571 -988.72727
## [61676] -1432.94737 -633.90000 -611.73333 -1144.86667 -1287.26667
## [61681] -1095.07143 -861.68421 -1614.72727 -1219.04000 -977.12500
## [61686] -876.72727 -359.87500 -278.60000 -973.63636 -1948.16667
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## [61701] -1307.26316 -1957.62500 -1649.31250 -559.53846 -1582.16667
## [61706] -686.90909 -807.21053 -767.46154 -1199.87500 -433.42857
## [61711] -1954.11111 -1237.11111 -1384.11111 -754.30000 -1528.85714
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## [61721] -883.30000 -735.58333 -1731.55556 -1422.64286 -1019.88889
## [61726] -781.71429 -1650.08333 -1428.88889 -1584.85714 -1797.42857
## [61731] -933.60714 -828.55556 -485.42857 -2056.90000 -1128.54545
## [61736] -469.85714 -992.30769 -861.15000 -2058.83333 -746.87500
## [61741] -2209.60000 -666.42857 -1680.42857 -1559.55556 -1549.77778
## [61746] -1303.35294 -1633.07692 -1033.38462 -990.84615 -1188.03571
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## [61756] -1153.12500 -1238.94118 -852.54545 -1723.22222 -1393.58333
## [61761] -477.28571 -1041.46667 -1922.42857 -1203.72727 -742.14286
## [61766] -935.78571 -1428.31250 -275.57143 -1057.93750 -2714.66667
## [61771] -2527.83333 -1622.12500 -2190.16667 -2423.75000 -1260.44444
## [61776] -609.71429 -1763.44444 -919.16667 -1672.58333 -2002.80000
## [61781] -959.10000 -1436.84615 -940.68750 -238.20000 -652.14286
## [61786] -1043.46667 -849.36364 -516.88889 -918.93333 -692.11111
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## [61801] -2142.66667 -1754.53333 -1766.37500 -1497.44444 -1702.14286
## [61806] -1216.77778 -1413.53846 -272.10000 -1679.62500 -1332.10000
## [61811] -539.71429 -1293.78571 -1271.41176 -1106.59091 -1138.11111
## [61816] -1394.06250 -2029.11111 -868.13636 -1587.10000 -1422.78571
## [61821] -1466.07692 -295.83333 -1410.06250 -2597.66667 -1672.88889
## [61826] -2201.80000 -2382.75000 -1608.16667 -446.71429 -1397.14286
## [61831] -918.28571 -1505.85714 -2084.42857 -1326.88889 -1637.63636
## [61836] -2179.66667 -1050.88889 -1208.36364 -1969.28571 -1126.70000
## [61841] -2047.44444 -1252.92308 -756.41667 -1153.04762 -1005.57143
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## [61851] -1505.35000 -1767.31250 -1687.13043 -1056.04167 -1194.90000
## [61856] -1547.16667 -1697.87500 -1563.27273 -798.46154 -506.60000
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## [61871] -1416.87500 -370.12500 -1227.41176 -1849.55556 -680.07692
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## [61881] -1158.46667 -896.12500 -2289.60000 -1430.15385 -542.11111
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## [61906] -1271.78947 -1190.12500 -642.55556 -774.42857 -1462.09091
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## [61916] -1178.18182 -970.31034 -391.56250 -1128.43750 -869.78571
## [61921] -907.58333 -1529.41176 -390.28571 -2160.75000 -1302.11111
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## [61936] -1565.18750 -557.41667 -1562.12500 -932.77778 -911.38462
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## [61956] -1724.71429 -954.07692 -1704.63158 -1083.54545 -1042.85000
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## [61971] -1198.30769 -1009.88889 -1108.15385 -1185.31579 -2103.40000
## [61976] -870.84615 -938.53846 -999.11765 -486.72727 -1110.61111
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## [61986] -1749.27778 -1320.62500 -2740.66667 -956.86667 -269.90000
## [61991] -1731.37500 -1050.55556 -749.80952 -1518.12500 -1185.27778
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## [62016] -2104.66667 -765.27273 -1261.61111 -1825.37500 -1276.55556
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## [62026] -1795.77778 -1966.70000 -1249.92857 -697.70000 -597.76923
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## [62076] -1990.40000 -2055.12500 -589.90000 -838.88235 -853.71429
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## [62086] -1092.10000 -713.47368 -1701.77778 -481.22222 -1832.22222
## [62091] -1961.28571 -1741.28571 -704.45161 -1775.77778 -1230.90000
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## [62111] -1145.87500 -833.94118 -725.11111 -1918.88889 -1182.91667
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## [62126] -874.85714 -1847.55556 -907.81818 -2045.83333 -1835.54545
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## [62136] -1353.90909 -1407.89474 -1478.30769 -1266.56250 -197.83333
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## [63506] -983.35294 -1566.93750 -1248.19048 -1050.08333 -568.63636
## [63511] -1581.38462 -1698.16667 -1535.18182 -854.15385 -1234.47059
## [63516] -1626.81250 -720.12500 -1479.40000 -2091.84615 -1779.87500
## [63521] -1363.56250 -1810.22222 -552.62500 -1404.87500 -2022.28571
## [63526] -1674.48000 -1510.37500 -1416.28571 -1097.09524 -1621.23077
## [63531] -832.61538 -640.12500 -512.87500 -1408.64286 -655.06897
## [63536] -2793.33333 -1260.13333 -56.20000 -1011.07143 -2207.20000
## [63541] -199.56250 -869.11111 -1713.11111 -1180.86667 -1734.58333
## [63546] -1237.81250 -1185.54545 -1404.85714 -1068.77778 -729.77778
## [63551] -1466.58333 -1685.46667 -1483.06250 -2036.62500 -930.53846
## [63556] -345.87500 -1379.36842 -661.42857 -1478.93750 -1060.81818
## [63561] -2019.77778 -730.27273 -1713.67857 -841.38462 -325.40000
## [63566] -1511.75862 -1215.19048 -1897.70000 -615.14286 -1183.45161
## [63571] -1274.40909 -1266.23077 -1655.57143 -2024.22222 -1763.07692
## [63576] -2018.20000 -2090.86667 -2075.75000 -1570.07692 -295.20000
## [63581] -1447.94444 -2198.77778 -657.10000 -1353.11111 -1177.07143
## [63586] -436.83333 -1148.15000 -1367.70000 -479.78571 -1246.36364
## [63591] -556.80000 -1901.16667 -574.71429 -1228.12500 -857.90909
## [63596] -1648.54167 -1055.27273 -1314.61905 -842.07143 -1414.35000
## [63601] -1810.09091 -1617.71429 -692.91667 -2018.14286 -423.87500
## [63606] -1269.30000 -116.83333 -469.28571 -1374.45455 -986.27273
## [63611] -2017.80000 -2653.80000 -542.16667 -629.14286 -998.64706
## [63616] -1394.09091 -744.42857 -1131.95000 -1692.58333 -261.78571
## [63621] -1592.68750 -989.54545 -999.88889 -1755.42857 -1068.89474
## [63626] -1551.10000 -1301.44444 -606.87500 -1742.90000 -1203.76923
## [63631] -1110.72727 -1577.37500 -1109.35714 -1954.71429 -231.40000
## [63636] -2159.14286 -1198.07692 -1122.88235 -272.40000 -1733.54545
## [63641] -1712.43750 -1120.35714 -1740.22222 -1297.37500 -2099.18182
## [63646] -1840.30000 -1282.55556 -1033.44444 -1106.30000 -1013.63158
## [63651] -1264.85714 -983.23529 -1477.88889 -2729.50000 -653.11111
## [63656] -880.17647 -1471.54545 -1311.70000 -1438.44444 -932.76923
## [63661] -996.61111 -1522.55556 -876.42857 -1667.08333 -1021.11111
## [63666] -1133.70000 -1307.44444 -808.41176 -954.77778 -586.40000
## [63671] -836.22222 -1183.11765 -1183.41667 -1044.38462 -755.71429
## [63676] -1546.65217 -1170.41176 -696.57143 -1153.76923 -372.11111
## [63681] -950.08333 -1557.20000 -1039.36364 -2159.75000 -1840.92308
## [63686] -1554.06250 -1154.78947 -464.46154 -2305.25000 -1603.70588
## [63691] -1035.44444 -1320.60000 -741.46154 -562.12500 -1229.20000
## [63696] -1531.95000 -1878.25000 -949.11111 -1241.58333 -1201.15385
## [63701] -1154.04167 -1138.23077 -214.60000 -1927.85714 -505.22222
## [63706] -983.36111 -1571.76471 -1777.88889 -706.81818 -131.83333
## [63711] -1247.18182 -172.25000 -251.90000 -1790.25000 -879.55556
## [63716] -1463.10000 -1414.90000 -1147.27273 -1008.53846 -2456.75000
## [63721] -737.36364 -863.53333 -1328.93333 -1110.78571 -1077.83333
## [63726] -740.15385 -890.36842 -679.84615 -1017.88889 -1648.12500
## [63731] -1642.14286 -326.80000 -1172.11111 -1019.23077 -785.42857
## [63736] -2023.28571 -916.93333 -1870.83333 -1345.42857 -842.13333
## [63741] -2388.33333 -1358.23077 -1589.78947 -1510.88889 -2658.20000
## [63746] -864.91667 -2171.12500 -1002.95238 -1646.27273 -1318.45455
## [63751] -732.35714 -340.22222 -1640.88889 -1095.90000 -706.55556
## [63756] -188.16667 -519.42308 -1193.08000 -1550.81250 -1574.18182
## [63761] -1793.30000 -892.54545 -1813.07692 -1222.84211 -2012.20000
## [63766] -996.85714 -1486.83333 -946.85714 -1087.38462 -802.55556
## [63771] -145.92308 -860.14286 -873.27273 -2196.14286 -1171.18182
## [63776] -923.45455 -2111.83333 -1706.10000 -1130.54545 -1291.64286
## [63781] -857.42857 -2610.25000 -877.92857 -1561.37500 -1562.78571
## [63786] -1466.10000 -912.71429 -1768.07143 -1124.12500 -207.25000
## [63791] -274.83333 -1680.72727 -971.41667 -299.37500 -1103.56250
## [63796] -837.21053 -1697.83333 -1443.37500 -1073.76923 -1504.10526
## [63801] -2441.25000 -1961.80000 -1659.36364 -1198.61538 -774.42105
## [63806] -2069.33333 -1395.31579 -742.42857 -469.54545 -1386.12500
## [63811] -900.88889 -1465.36364 -579.35714 -1085.73684 -1309.61538
## [63816] -694.07692 -1639.28571 -1191.88235 -887.83333 -1450.78571
## [63821] -1234.45455 -799.35714 -1035.18750 -1700.18182 -485.12500
## [63826] -1490.69231 -1114.43750 -1005.55556 -1696.22222 -841.57143
## [63831] -1518.11765 -961.16667 -1489.36364 -1588.42857 -1221.06667
## [63836] -846.87500 -1509.07143 -1614.77778 -1428.43750 -1142.36000
## [63841] -370.14286 -826.37500 -1971.11111 -1380.46154 -1297.62500
## [63846] -1011.56250 -1283.15385 -1449.78571 -633.54545 -1534.12500
## [63851] -1318.92308 -1328.28571 -425.80000 -1681.85714 -1664.16667
## [63856] -1729.30000 -2014.70588 -185.25000 -980.11765 -1123.93750
## [63861] -745.27273 -1803.38462 -1632.41667 -1198.45455 -1208.30000
## [63866] -944.61538 -865.62500 -1755.40000 -530.22222 -1163.07692
## [63871] -1585.36364 -1077.54545 -2044.11111 -1458.62500 -1750.90000
## [63876] -729.85714 -1334.14286 -1181.76923 -941.58824 -753.57143
## [63881] -1846.77273 -901.45455 -1192.27273 -1769.16667 -626.53846
## [63886] -1387.90909 -1120.36364 -1230.31818 -738.28571 -1088.72222
## [63891] -1449.88889 -1230.57895 -997.70588 -705.46154 -1493.19048
## [63896] -1447.61538 -1653.13333 -432.28571 -865.73913 -379.40000
## [63901] -1598.84615 -1986.85714 -1072.35714 -693.42857 -1308.05556
## [63906] -1723.77778 -1800.83333 -2014.72727 -615.85714 -1285.92308
## [63911] -1058.85000 -527.12500 -798.71429 -1684.30769 -1329.46154
## [63916] -1217.90909 -1727.81818 -714.41667 -990.13333 -1988.88889
## [63921] -1860.60000 -1545.70000 -1800.63636 -1180.54545 -831.94118
## [63926] -1287.62500 -1654.88889 -1448.81818 -552.22222 -2212.87500
## [63931] -991.90000 -1999.70000 -1182.87500 -1288.72727 -1499.18750
## [63936] -1214.18182 -809.63636 -828.70000 -957.69231 -1996.68421
## [63941] -1557.12500 -1814.40000 -1735.07143 -1039.11111 -1501.21429
## [63946] -1204.76923 -1596.18182 -1979.16667 -1604.06250 -2224.83333
## [63951] -1214.62500 -1426.09524 -985.41667 -937.42857 -296.60000
## [63956] -833.68421 -235.60000 -2706.50000 -1409.14286 -1223.69231
## [63961] -1293.87500 -235.43750 -1118.26316 -357.54545 -1203.58333
## [63966] -549.42857 -869.35714 -2151.85714 -1402.53846 -1371.77778
## [63971] -1608.37500 -1192.52632 -190.28571 -576.37500 -932.04348
## [63976] -344.40000 -1452.04000 -1259.57143 -2181.16667 -2505.66667
## [63981] -2297.50000 -610.10000 -901.13333 -1684.86667 -907.12500
## [63986] -2311.83333 -1570.84615 -1004.81818 -567.37500 -471.16667
## [63991] -620.63636 -730.44444 -1473.30000 -2082.22222 -457.55556
## [63996] -1782.10526 -689.16667 -1018.73684 -68.75000 -1481.53846
## [64001] -1702.57143 -2722.50000 -2093.66667 -1344.56522 -1169.83333
## [64006] -922.92308 -329.40000 -1823.20000 -376.60000 -926.13793
## [64011] -1150.81818 -1227.70000 -1545.14286 -1119.53333 -483.41176
## [64016] -509.16667 -497.30000 -1648.41667 -601.93333 -1327.90000
## [64021] -824.76923 -1361.84615 -1151.52381 -1897.46667 -1020.38889
## [64026] -1066.68421 -659.63636 -1359.52941 -1760.11111 -2169.57143
## [64031] -690.37500 -1305.57143 -751.35294 -1331.30769 -1404.43750
## [64036] -598.14286 -408.57143 -1647.36364 -1328.81818 -762.88889
## [64041] -1294.84615 -566.77778 -2608.20000 -1564.71429 -1474.12500
## [64046] -813.42857 -1875.83333 -595.12500 -1459.55556 -1032.36364
## [64051] -459.14286 -1000.36364 -590.57143 -1206.20000 -640.14286
## [64056] -1539.64706 -959.54545 -2031.40000 -1148.92308 -856.44444
## [64061] -362.14286 -2056.37500 -407.40000 -978.42857 -786.71429
## [64066] -1217.06667 -454.37500 -2601.25000 -1727.04762 -533.62500
## [64071] -1020.71429 -569.21429 -1238.44444 -685.55556 -1913.81818
## [64076] -983.44444 -1603.28571 -1823.60000 -1209.12500 -1895.72727
## [64081] -1527.38462 -1241.17647 -607.73333 -1559.58333 -488.37500
## [64086] -2107.80000 -997.68750 -1413.92857 -1051.64286 -1030.58333
## [64091] -652.53846 -1393.87500 -281.16667 -1998.87500 -681.10000
## [64096] -1457.92000 -1232.27273 -1225.56250 -1786.81818 -1997.14286
## [64101] -1000.23529 -1874.16667 -1962.33333 -2078.40000 -549.58333
## [64106] -875.11765 -1762.62500 -1592.77778 -1277.56250 -667.27273
## [64111] -358.37500 -405.85714 -1153.04167 -882.87500 -1908.93333
## [64116] -1488.80000 -1909.57143 -1505.77778 -1673.65000 -628.22222
## [64121] -890.11111 -736.57143 -2357.80000 -1033.93333 -1455.52941
## [64126] -925.22222 -757.64286 -825.46667 -446.62500 -1603.10000
## [64131] -243.83333 -1371.64286 -780.56522 -1121.70000 -1753.43333
## [64136] -295.75000 -613.09091 -1809.44444 -1690.92308 -1059.26667
## [64141] -1420.31579 -687.09091 -1212.91667 -1345.70000 -763.09091
## [64146] -1165.14286 -188.80000 -1507.54545 -1598.05000 -1429.05556
## [64151] -1302.88889 -1839.25000 -1728.18182 -1528.77778 -1572.53846
## [64156] -1660.36364 -134.80000 -1574.90909 -1360.88889 -2454.25000
## [64161] -1866.45455 -2471.80000 -1593.10000 -842.55556 -1245.54545
## [64166] -1722.21429 -1310.70000 -732.37500 -1306.80000 -1845.55556
## [64171] -213.84615 -1436.30000 -1046.06667 -694.28571 -297.57143
## [64176] -510.77778 -2400.25000 -1479.42857 -438.71429 -305.77778
## [64181] -1235.62500 -327.60000 -1256.86667 -729.14286 -866.88889
## [64186] -2508.75000 -1068.92857 -457.27273 -1319.93750 -1138.38889
## [64191] -1156.95455 -1651.27273 -1141.70000 -661.22222 -1256.84848
## [64196] -503.60000 -930.77778 -1264.84615 -2008.84000 -402.63636
## [64201] -1398.70000 -1485.22222 -1143.65000 -1327.54545 -993.30000
## [64206] -1430.29412 -1519.21429 -1772.75000 -1217.92857 -850.15385
## [64211] -1634.30000 -1133.62500 -841.21429 -412.36364 -1072.60000
## [64216] -908.72222 -1388.76923 -1641.09091 -1029.88889 -1297.21429
## [64221] -1498.28571 -1522.70588 -941.85714 -1496.91667 -1925.20000
## [64226] -1867.53846 -1271.04000 -1038.90909 -1987.70000 -555.60000
## [64231] -719.46667 -967.70000 -207.40000 -449.20000 -930.93750
## [64236] -1230.84615 -2115.16667 -948.29412 -1139.70588 -1458.08333
## [64241] -1026.36364 -114.66667 -1380.15789 -816.27273 -1319.07692
## [64246] -1537.71429 -1389.56250 -1559.05000 -564.11111 -796.63636
## [64251] -1207.38889 -303.85714 -862.42857 -1519.04545 -2498.66667
## [64256] -1484.53846 -1345.37500 -1641.44444 -1497.11111 -1752.86667
## [64261] -637.12500 -1719.77778 -1029.06667 -1287.63636 -1317.77778
## [64266] -1399.11111 -2302.25000 -1473.30769 -381.88889 -1150.71429
## [64271] -786.47368 -1632.21429 -535.22222 -2035.72727 -1390.28571
## [64276] -1349.85714 -2713.33333 -1814.53333 -1285.92857 -931.77778
## [64281] -797.88889 -625.36364 -1157.30769 -2501.50000 -965.27273
## [64286] -1600.10000 -775.68966 -1089.15789 -833.72727 -1058.22222
## [64291] -1186.46667 -1182.55556 -1854.71429 -699.11111 -1513.12500
## [64296] -1389.10000 -957.30000 -1306.12500 -1029.28571 -674.12500
## [64301] -239.25000 -1021.37500 -879.12500 -725.09091 -1313.22222
## [64306] -1178.45455 -824.53333 -1164.55556 -996.27273 -1334.85000
## [64311] -1339.71429 -1490.20833 -897.73333 -1952.80000 -1642.18182
## [64316] -1459.92308 -1171.90000 -1029.69231 -1620.12500 -1797.35714
## [64321] -1412.17647 -1035.57143 -1380.23529 -1309.76923 -1844.83333
## [64326] -251.60000 -2052.57143 -1346.38889 -1268.13333 -1592.62500
## [64331] -1715.46667 -1323.18182 -1673.53846 -819.16667 -1330.38889
## [64336] -663.88889 -2070.28571 -1746.30769 -1256.42105 -534.16667
## [64341] -1677.14286 -550.71429 -340.20000 -1165.71429 -1930.37500
## [64346] -1444.27273 -791.30769 -544.72727 -1574.78571 -1341.40741
## [64351] -1008.72727 -1321.69231 -1907.08333 -1817.77778 -2242.18750
## [64356] -348.55556 -1244.85714 -1820.55556 -1314.85000 -1649.44444
## [64361] -1616.44444 -1592.04545 -1742.85714 -468.14286 -1109.22222
## [64366] -1412.76923 -1537.91667 -2170.12500 -580.57143 -396.55556
## [64371] -1383.94737 -1276.70000 -399.22222 -1800.91667 -620.28571
## [64376] -1905.62500 -1372.92857 -1677.47059 -374.22222 -1560.79167
## [64381] -961.88235 -1337.30000 -1209.11765 -1231.44444 -524.55556
## [64386] -1131.35294 -2827.33333 -454.71429 -1139.11111 -1159.15152
## [64391] -730.72414 -2541.33333 -2194.83333 -1680.37500 -780.22222
## [64396] -1311.60870 -761.10000 -1152.68421 -1589.27778 -2049.80000
## [64401] -1506.14286 -1814.55556 -571.37500 -956.07692 -950.76190
## [64406] -1796.76923 -1554.69231 -774.23077 -1232.08333 -1380.84615
## [64411] -1159.81818 -1441.73333 -705.18182 -1706.37500 -1086.86364
## [64416] -1737.62500 -1965.40000 -1470.55000 -898.18182 -927.91667
## [64421] -1310.69231 -1205.92308 -2201.69231 -677.70000 -1103.63636
## [64426] -414.60000 -1334.12500 -1459.69231 -928.58333 -1360.57895
## [64431] -1255.64706 -1783.55556 -1466.09091 -1243.11765 -1170.44444
## [64436] -1666.27273 -1351.22222 -510.85714 -2043.60000 -1309.64706
## [64441] -1576.11765 -735.28571 -1689.45455 -167.25000 -136.88889
## [64446] -1307.45455 -1666.37500 -1298.94737 -724.71429 -909.30000
## [64451] -1267.90909 -1770.36364 -1574.60000 -1942.40000 -1628.44444
## [64456] -1606.09091 -2226.66667 -1996.22222 -1443.58824 -1332.90909
## [64461] -1648.75000 -1059.71429 -1352.53333 -876.92857 -2573.33333
## [64466] -1857.14286 -1513.21429 -1209.09091 -1218.90909 -1943.83333
## [64471] -2187.41667 -1590.38462 -1549.08333 -1119.46154 -1265.81818
## [64476] -549.57143 -783.30769 -1745.30000 -1498.56250 -1473.55556
## [64481] -2375.75000 -1364.11765 -621.44444 -1613.81818 -1273.38462
## [64486] -1383.57143 -1238.57895 -1797.71429 -948.07692 -1122.72727
## [64491] -850.22222 -1642.22222 -1451.62500 -1293.91667 -1345.31250
## [64496] -2456.20000 -1571.05556 -596.71429 -801.63636 -819.90000
## [64501] -1647.28571 -539.62500 -1192.54545 -1378.62500 -769.72727
## [64506] -703.08333 -1767.35714 -943.58333 -1011.06667 -896.21429
## [64511] -960.28571 -475.16667 -270.80000 -1597.41667 -2210.50000
## [64516] -1242.23529 -1037.36842 -1319.70000 -640.57143 -1630.77778
## [64521] -668.93750 -808.13333 -1283.94118 -732.61538 -1353.70000
## [64526] -959.62500 -1342.41667 -71.75000 -1211.37500 -214.87500
## [64531] -202.75000 -978.63636 -1859.15385 -2288.75000 -2265.33333
## [64536] -929.70370 -2028.28571 -643.90000 -1188.55556 -1739.85714
## [64541] -1446.09091 -931.86667 -1815.95000 -1524.62500 -1926.11111
## [64546] -1619.38462 -2039.85714 -1184.90000 -975.41667 -1375.72727
## [64551] -895.78571 -712.28571 -1270.15385 -2157.83333 -710.57143
## [64556] -1740.95652 -1667.07692Fixing variables
sum(is.na(fullset_final))## [1] 0sapply( fullset_final[ sapply(fullset_final, is.factor)], table)## $TARGET
##
## Good Bad
## 282686 24825
##
## $NAME_CONTRACT_TYPE.x
##
## Cash Revolving
## 278232 29279
##
## $CODE_GENDER
##
## M F Not Specified
## 202448 105059 4
##
## $FLAG_OWN_CAR
##
## Y N
## 202924 104587
##
## $CNT_CHILDREN
##
## >=2 0 1
## 31021 215371 61119
##
## $AMT_CREDIT.x
##
## 0-100k 101k - 250k 251k - 400k 401k - 550k 551k-700k 700k-850K
## 6004 53194 58097 54716 35603 30752
## 850k+
## 69145
##
## $AMT_GOODS_PRICE.x
##
## 0-100k 101k - 250k 251k - 400k 401k - 550k 551k-700k 700k-850K
## 8709 76182 40754 64089 46303 11373
## 850k+
## 60101
##
## $NAME_INCOME_TYPE
##
## Businessman Commercial-associate Maternity-leave
## 10 71617 5
## Pensioner State-servant Student
## 55362 21703 18
## Unemployed Working
## 22 158774
##
## $NAME_EDUCATION_TYPE
##
## Academic degree Higher education
## 164 74863
## Incomplete higher Lower secondary
## 10277 3816
## Secondary/secondary special
## 218391
##
## $NAME_HOUSING_TYPE
##
## Co-op apartment House / apartment Municipal apartment
## 1122 272868 11183
## Office apartment Rented apartment With parents
## 2617 4881 14840
##
## $REGION_POPULATION_RELATIVE
##
## Lowest Lower Moderate Higher Highest
## 74561 97462 67106 46528 21854
##
## $Age
##
## <25 26 - 35 36-45 46-55 55+
## 14213 74129 83882 69834 65453
##
## $Years_Employed
##
## <1 1 - 3 3 - 5 5 - 8 8 - 10 10 +
## 99922 58251 42124 41833 18270 47111
##
## $Years_Registered
##
## <1 1 - 3 3 - 5 5 - 8 8 - 10 10 +
## 24668 29458 22688 33365 21106 176226
##
## $Years_IDPUB
##
## <1 1 - 3 3 - 5 5 - 8 8 - 10 10 - 13 13 +
## 22992 33959 33585 55575 36044 109065 16291
##
## $OWN_CAR_AGE
##
## <3 3 - 6 6 - 9 9 - 12 12 +
## 66725 0 0 0 240786
##
## $FLAG_EMP_PHONE
##
## Y N
## 55386 252125
##
## $FLAG_WORK_PHONE
##
## Y N
## 246203 61308
##
## $FLAG_PHONE
##
## Y N
## 221080 86431
##
## $OCCUPATION_TYPE
##
## High-Skilled Low-Skilled Med-Skilled
## 52190 173621 81700
##
## $REGION_RATING_CLIENT
##
## L1 L2 L3
## 32197 226984 48330
##
## $REGION_RATING_CLIENT_W_CITY
##
## L1 L2 L3
## 34167 229484 43860
##
## $HOUR_APPR_PROCESS_START.x
##
## Afternoon Evening Morning Night
## 103865 28993 160826 13827
##
## $REG_CITY_NOT_LIVE_CITY
##
## Y N
## 283472 24039
##
## $REG_CITY_NOT_WORK_CITY
##
## Y N
## 236644 70867
##
## $LIVE_CITY_NOT_WORK_CITY
##
## Y N
## 252296 55215
##
## $ORGANIZATION_TYPE
##
## Blue collar Business Government Industry Others Service
## 10923 122941 20070 14311 85541 30420
## Trade Transport
## 14315 8990
##
## $EXT_SOURCE_1
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 66281 0 173378 67852
##
## $EXT_SOURCE_2
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 37367 79430 176456 14258
##
## $EXT_SOURCE_3
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 29361 78784 174734 24632
##
## $APARTMENTS_AVG
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 293463 12127 1515 406
##
## $ELEVATORS_AVG
##
## <0.25 0.26 - 0.50 0.51 - 0.75 0.76+
## 294353 10734 1869 555
##
## $FLOORSMAX_AVG
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 252615 47637 6569 690
##
## $FLOORSMIN_AVG
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 275913 26953 4199 446
##
## $LIVINGAREA_AVG
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 294299 11079 1673 460
##
## $APARTMENTS_MODE
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 294053 11521 1531 406
##
## $ELEVATORS_MODE
##
## <0.25 0.26 - 0.50 0.51 - 0.75 0.76+
## 295644 9606 1735 526
##
## $FLOORSMAX_MODE
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 253730 46841 6335 605
##
## $LIVINGAREA_MODE
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 294483 10763 1769 496
##
## $APARTMENTS_MEDI
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 293426 12104 1570 411
##
## $ELEVATORS_MEDI
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 294572 10526 1853 560
##
## $FLOORSMAX_MEDI
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 252830 47368 6628 685
##
## $FLOORSMIN_MEDI
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 276340 26571 4173 427
##
## $LIVINGAREA_MEDI
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 293974 11269 1773 495
##
## $TOTALAREA_MODE
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 294606 10942 1573 390
##
## $DEF_30_CNT_SOCIAL_CIRCLE
##
## 0.00 - 0.25 0.26 - 0.50 0.51 - 0.75 0.76 - 1
## 271324 0 0 36187
##
## $DEF_60_CNT_SOCIAL_CIRCLE
##
## <2 2 - 4 4 - 6 6+
## 306753 733 23 2
##
## $DAYS_LAST_PHONE_CHANGE
##
## <1 1 - 2 2 - 3 3 - 4 4 +
## 123174 48141 32322 34677 69197
##
## $FLAG_DOCUMENT_3
##
## Y N
## 89171 218340
##
## $FLAG_DOCUMENT_6
##
## Y N
## 280433 27078
##
## $AMT_REQ_CREDIT_BUREAU_YEAR
##
## <0 0 - 2 2 - 4 4 - 6 6+
## 71801 155116 54342 26252 0
##
## $CREDIT_ACTIVE
##
## active
## 307511
##
## $DAYS_CREDIT
##
## <2 2-4 4-6 6+
## 76150 169259 51308 10794
##
## $DAYS_CREDIT_ENDDATE
##
## <1 1-2 2-3 3+
## 204065 40883 30374 32189
##
## $DAYS_ENDDATE_FACT
##
## <1 1-2 2-3 3-4 4-5 5+
## 30345 51522 138778 47703 22952 16211
##
## $AMT_CREDIT_SUM
##
## <100k 100-200k 200-300k 300-400k >400k
## 62727 71237 40632 68118 64797
##
## $DAYS_CREDIT_UPDATE
##
## <0.5 0.5-1 1-1.5 1.5-2 2+
## 60155 42551 89198 40578 75029
##
## $MONTHS_BALANCE.x
##
## 2+ 1 - 2 <1
## 33700 251766 22045
##
## $STATUS
##
## 0 1 2 3 4 5 C X
## 5669 8589 12955 234724 20936 16066 6137 2435
##
## $MONTHS_BALANCE.y
##
## 2+ 1 - 2 <1
## 25749 238434 43328
##
## $AMT_BALANCE
##
## <20k 20~ 40k 40~60k 60~80k >80k
## 40420 8305 6693 226025 26068
##
## $AMT_DRAWINGS_ATM_CURRENT
##
## <10k 10~20k >20k
## 39876 255768 11867
##
## $AMT_DRAWINGS_CURRENT
##
## <10k 10~20k >20k
## 55455 232007 20049
##
## $AMT_INST_MIN_REGULARITY
##
## <3k 3~6k 6~9k >9k
## 53442 236016 8106 9947
##
## $AMT_RECEIVABLE_PRINCIPAL
##
## <40k 40~80k 80~120k >120k
## 49446 232875 8145 17045
##
## $AMT_RECIVABLE
##
## <40k 40~80k >120k
## 48837 232758 25916
##
## $AMT_TOTAL_RECEIVABLE
##
## <40k 40~80k >120k
## 48834 232761 25916
##
## $CNT_DRAWINGS_ATM_CURRENT
##
## <0.3 0.3~0.6 0.6~1 >1
## 32299 257022 8081 10109
##
## $CNT_DRAWINGS_CURRENT
##
## <1 1~2 >2
## 62201 228728 16582
##
## $CNT_DRAWINGS_POS_CURRENT
##
## <1 1~2 >2
## 43947 250634 12930
##
## $NUM_INSTALMENT_VERSION
##
## 0 1 2 3 4 5 6 7 8 9
## 36628 248819 16734 2938 1144 504 309 174 80 58
## 10 11 12 13 14 15 16 17 18 20
## 37 32 16 7 10 5 6 3 3 1
## 22 39
## 2 1
##
## $DAYS_INSTALMENT
##
## <1 1-2 2-3 3-4 4-5 5+
## 61198 72823 73054 47413 28565 24458
##
## $DAYS_ENTRY_PAYMENT
##
## <1 1-2 2-3 3-4 4-5 5+
## 58435 73473 73696 47718 29236 24953
##
## $AMT_INSTALMENT
##
## <6k 6~12k 12~18k 18~24k >24k
## 42512 95954 59960 48168 60917
##
## $AMT_PAYMENT
##
## <5k 5~10k 10~15k 15~20k >20k
## 31056 83722 61187 51807 79739
##
## $PAYMENT_DIFF
##
## <50 50-150 150-350 350+
## 201493 9250 17025 79743
##
## $DBD
##
## < 1 Week 1-2 Weeks 2-3 Weeks 3-4 Weeks >4 Weeks
## 80391 142271 51063 18961 14825
##
## $MONTHS_BALANCE
##
## > 3 years 2-3 years 1-2 years < 1 year
## 107152 80932 69634 49793
##
## $CNT_INSTALMENT
##
## <9 9-12 12-18 >18
## 61806 98112 71662 75931
##
## $CNT_INSTALMENT_FUTURE
##
## <5 5-8 8-11 >11
## 76145 90824 61227 79315
##
## $AMT_ANNUITY
##
## 0-8k 8K-13k 13K-17k 17k-20k 20k+
## 75856 84254 62995 23724 60682
##
## $AMT_APPLICATION
##
## 0-64k 64K-113k 113K-146k 146k-184k 184k+
## 76878 77495 33857 42403 76878
##
## $AMT_DOWN_PAYMENT
##
## <4.5k 4.5k - 6k 6k - 7k >7.5K
## 160692 20465 51358 74996
##
## $HOUR_APPR_PROCESS_START.y
##
## Afternoon Evening Morning Night
## 49203 13565 49315 195428
##
## $RATE_DOWN_PAYMENT
##
## No Down Payment 0-8% 8-10% >10%
## 76954 109144 44535 76878
##
## $NAME_CASH_LOAN_PURPOSE
##
## Education Household Others Personal Real Estate Travel
## 40 1408 302797 3013 83 56
## Vehicle
## 114
##
## $NAME_CONTRACT_STATUS
##
## Approved Canceled Refused Unused offer
## 192607 111353 3389 162
##
## $DAYS_DECISION
##
## <2 2-4 4-6 6-8 8+
## 133479 124015 38258 11740 19
##
## $NAME_PAYMENT_TYPE
##
## Cash through bank Cashless from employer
## 109556 134550
## Non-cash from own account Others
## 43888 19517
##
## $CODE_REJECT_REASON
##
## CLIENT HC LIMIT SCO SCOFR SYSTEM VERIF XAP XNA
## 149 270 966 7118 13455 39656 59202 186674 21
##
## $NAME_TYPE_SUITE.y
##
## Family Kids Others Partner Unaccompanied
## 36301 4068 133173 40226 93743
##
## $NAME_GOODS_CATEGORY
##
## Animals Auto Others Personal
## 55924 17709 63323 54321
## Real Estate/ Home Technology
## 39176 77058
##
## $NAME_PRODUCT_TYPE
##
## walk-in x-sell Others
## 5750 98369 203392
##
## $CHANNEL_TYPE
##
## AP+ (Cash loan) Car dealer corporate sales
## 1512 1570 3682
## Contact center Country-wide Credit and cash offices
## 10067 80750 152834
## Regional / Local Stone
## 33083 24013
##
## $CNT_PAYMENT
##
## < 10 10 ~ 15 15 ~ 20 20+
## 104472 101912 41636 59491
##
## $PRODUCT_COMBINATION
##
## Card Street Card X-Sell
## 1456 1388
## Cash Cash Street: high
## 2719 11590
## Cash Street: low Cash Street: middle
## 16589 33842
## Cash X-Sell: high Cash X-Sell: low
## 29137 36384
## Cash X-Sell: middle POS household with interest
## 40510 47287
## POS household without interest POS industry with interest
## 22359 28357
## POS industry without interest POS mobile with interest
## 9577 20255
## POS mobile without interest POS other with interest
## 3078 2683
## POS others without interest
## 300
##
## $DAYS_FIRST_DRAWING
##
## >3 years 2-3 years 1-2 years <1 year
## 18341 260034 11804 17332
##
## $DAYS_FIRST_DUE
##
## >3 years 2-3 years 1-2 years <1 year
## 118094 82001 70625 36791
##
## $DAYS_LAST_DUE_1ST_VERSION
##
## >3 years 2-3 years 1-2 years <1 year
## 60860 48129 81174 117348
##
## $DAYS_LAST_DUE
##
## >3 years 2-3 years 1-2 years <1 year
## 95615 95279 62085 54532
##
## $DAYS_TERMINATION
##
## >3 years 2-3 years 1-2 years <1 year
## 92175 96973 62766 55597