├── datasets ├── dwellings_2020.xlsx ├── price_indices.xlsx ├── construction_data.xlsx ├── covid-statistics-by-countries-total.csv ├── covid-statistics-by-countries-daily-updates.csv ├── life_expectancy_in_poland_by_subregions_in_2018.csv ├── life_expectancy_in_poland_by_subregions_in_2018.xlsx ├── construction_data.csv ├── covid-statistics-by-us-states-totals.csv ├── nufus.txt ├── cnufus.txt ├── dataset_tufe_vs_index.csv ├── exercise.csv ├── wind.csv ├── Customer Purchasing Behaviors.csv ├── heart.csv ├── covid-statistics-by-us-states-daily-updates.csv └── day.csv ├── slides ├── Introduction to SparkR.pdf ├── BoA_satRday_Gdansk_2019 (1).pdf ├── Introduction to Data Science with R.pdf └── Introduction to Data Science with R_07042016.pdf ├── example_r_scripts ├── applications_19_03_2016.R ├── connection.R ├── Roogle.R ├── application_08_04_2016.R ├── get_following_from_instagram_with_rselenium.R ├── connecting_foursqaure.R └── connecting_google_maps_api.R └── README.md /datasets/dwellings_2020.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/olgnaydn/R/HEAD/datasets/dwellings_2020.xlsx -------------------------------------------------------------------------------- /datasets/price_indices.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/olgnaydn/R/HEAD/datasets/price_indices.xlsx -------------------------------------------------------------------------------- /datasets/construction_data.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/olgnaydn/R/HEAD/datasets/construction_data.xlsx -------------------------------------------------------------------------------- /slides/Introduction to SparkR.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/olgnaydn/R/HEAD/slides/Introduction to SparkR.pdf -------------------------------------------------------------------------------- /slides/BoA_satRday_Gdansk_2019 (1).pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/olgnaydn/R/HEAD/slides/BoA_satRday_Gdansk_2019 (1).pdf -------------------------------------------------------------------------------- /example_r_scripts/applications_19_03_2016.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/olgnaydn/R/HEAD/example_r_scripts/applications_19_03_2016.R -------------------------------------------------------------------------------- /slides/Introduction to Data Science with R.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/olgnaydn/R/HEAD/slides/Introduction to Data Science with R.pdf -------------------------------------------------------------------------------- /datasets/covid-statistics-by-countries-total.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/olgnaydn/R/HEAD/datasets/covid-statistics-by-countries-total.csv -------------------------------------------------------------------------------- /datasets/covid-statistics-by-countries-daily-updates.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/olgnaydn/R/HEAD/datasets/covid-statistics-by-countries-daily-updates.csv -------------------------------------------------------------------------------- /slides/Introduction to Data Science with R_07042016.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/olgnaydn/R/HEAD/slides/Introduction to Data Science with R_07042016.pdf -------------------------------------------------------------------------------- /datasets/life_expectancy_in_poland_by_subregions_in_2018.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/olgnaydn/R/HEAD/datasets/life_expectancy_in_poland_by_subregions_in_2018.csv -------------------------------------------------------------------------------- /datasets/life_expectancy_in_poland_by_subregions_in_2018.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/olgnaydn/R/HEAD/datasets/life_expectancy_in_poland_by_subregions_in_2018.xlsx -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Example R Scripts and Open Datasets 2 | 3 | This repository contains example R scripts for variety of tasks: 4 | 5 | - Pulling data from Foursquare API 6 | - Pulling data from Google Computer Vision API 7 | - Statistical tests using R 8 | - Scraping data using RSelenium 9 | 10 | This repository contains open source datasets from Turkey and Poland. 11 | 12 | For any questions, please send email to olgunaydinn@gmail.com 13 | 14 | -------------------------------------------------------------------------------- /example_r_scripts/connection.R: -------------------------------------------------------------------------------- 1 | #calling library 2 | library("RPostgreSQL") 3 | 4 | #Loading PostgreSQL driver 5 | drv <- dbDriver("PostgreSQL") 6 | 7 | #connecting to db 8 | con <- dbConnect(drv, dbname = "development", host = "development.clgjf7569y1t.us-west-2.rds.amazonaws.com", port = 5432, 9 | user = "olgun", password = 'xxx') 10 | 11 | 12 | #select operation from a table) 13 | d<-dbGetQuery(con,"select * from test2") 14 | 15 | #write operation to a table 16 | dbWriteTable(con, "test", d) 17 | -------------------------------------------------------------------------------- /datasets/construction_data.csv: -------------------------------------------------------------------------------- 1 | years,private,cooperative,for_sale_rent,others 2 | 1991,39958,83554,0,13278 3 | 1992,36863,84260,0,11846 4 | 1993,33463,50002,485,10499 5 | 1994,35516,31741,1404,7419 6 | 1995,31675,26800,2767,5830 7 | 1996,30135,24641,2691,4663 8 | 1997,35074,28131,5099,5402 9 | 1998,37322,28039,8963,6270 10 | 1999,33304,27490,14195,6990 11 | 2000,35542,24391,20728,7128 12 | 2001,40642,25835,29403,10087 13 | 2002,52433,15406,21970,7786 14 | 2003,118034,11957,23844,8851 15 | 2004,64858,9432,24230,9597 16 | 2005,63279,8222,33047,9518 17 | 2006,57594,9032,37960,10767 18 | 2007,71643,8240,45653,8162 19 | 2008,83338,8647,66703,6501 20 | 2009,71971,7260,72326,8445 21 | 2010,70441,5052,53505,6837 22 | 2011,73553,3786,48814,4801 23 | 2012,81050,4194,63586,4074 24 | 2013,81228,3493,56447,3968 25 | 2014,76129,3490,59065,4482 26 | 2015,79758,2115,62420,3418 27 | 2016,78062,2707,79160,3396 28 | 2017,82679,2376,89817,3386 29 | 2018,66220,3024,112317,3501 30 | 2019,69288,2168,131428,4595 -------------------------------------------------------------------------------- /example_r_scripts/Roogle.R: -------------------------------------------------------------------------------- 1 | # Connecting Google Cloud Vision API 2 | 3 | install.packages("RoogleVision", repos = c(getOption("repos"), "http://cloudyr.github.io/drat")) 4 | devtools::install_github("MarkEdmondson1234/googleAuthR") 5 | install.packages("googleAuthR") 6 | 7 | require(dplyr) 8 | require(googleAuthR) 9 | require(bitops) 10 | require(jsonlite) 11 | require(magrittr) 12 | require(stringi) 13 | require(RoogleVision) 14 | 15 | ### credentials 16 | options("googleAuthR.client_id" = "629611377311-5lmp1oddb0g27trms7un81oavgebt5a9.apps.googleusercontent.com") 17 | options("googleAuthR.client_secret" = "xxxx") 18 | 19 | 20 | devtools::install_github("cloudyr/RoogleVision",force=TRUE) 21 | 22 | 23 | #getting images urls 24 | images_url <- read.csv(file = "images.csv", header = TRUE, sep = ",") 25 | images_url <- images_url$source_url 26 | images_url <- as.matrix(images_url) 27 | 28 | 29 | 30 | 31 | ## use Google Auth R package 32 | 33 | options("googleAuthR.scopes.selected" = c("https://www.googleapis.com/auth/cloud-platform")) 34 | googleAuthR::gar_auth() 35 | 36 | ############ 37 | #Sending image to API 38 | o <- getGoogleVisionResponse("http://image.xxxx.jpg", feature="LABEL_DETECTION") 39 | 40 | -------------------------------------------------------------------------------- /datasets/covid-statistics-by-us-states-totals.csv: -------------------------------------------------------------------------------- 1 | state,positive,death,totaltestresults 2 | AK,119,3,3713 3 | AL,947,6,6641 4 | AR,508,7,6028 5 | AZ,1157,20,16759 6 | CA,7398,146,28886 7 | CO,2627,51,15364 8 | CT,2571,36,14600 9 | DC,495,9,3757 10 | DE,264,7,2480 11 | FL,5704,71,55500 12 | GA,3032,102,13457 13 | HI,193,0,8018 14 | IA,424,6,6586 15 | ID,415,7,5982 16 | IL,5057,73,30446 17 | IN,1786,35,11658 18 | KS,368,8,4922 19 | KY,480,11,6810 20 | LA,4025,185,34033 21 | MA,5752,56,42793 22 | MD,1413,15,14729 23 | ME,275,3,3669 24 | MI,6498,184,18391 25 | MN,576,10,18822 26 | MO,1031,13,15645 27 | MS,847,16,3836 28 | MT,177,4,4411 29 | NC,1307,6,20864 30 | ND,109,3,3909 31 | NE,153,2,2877 32 | NH,314,3,5727 33 | NJ,16636,198,41860 34 | NM,281,4,12527 35 | NV,1008,15,11215 36 | NY,66497,1218,186468 37 | OH,1933,39,27275 38 | OK,481,17,1688 39 | OR,606,16,12883 40 | PA,4087,48,37864 41 | RI,408,4,3595 42 | SC,925,18,5085 43 | SD,101,1,3579 44 | TN,1834,13,23304 45 | TX,2877,34,35880 46 | UT,806,4,16003 47 | VA,1020,25,12038 48 | VT,256,12,3930 49 | WA,4896,195,65462 50 | WI,1221,14,17077 51 | WV,145,1,3827 52 | WY,95,0,1935 53 | PR,174,6,1105 54 | AS,0,0,0 55 | GU,58,1,410 56 | MP,2,0,2 57 | VI,30,0,156 58 | -------------------------------------------------------------------------------- /example_r_scripts/application_08_04_2016.R: -------------------------------------------------------------------------------- 1 | ##Uygulama 1 #Correlation-Regression## 2 | setwd("C:/Users/ol/Desktop") 3 | getwd() 4 | list.files() 5 | data<-read.csv("dataset_tufe_vs_index.csv",header = T,sep = ",") 6 | head(data,2) 7 | cor(data[,2:4]) 8 | 9 | ##p-value için Hmisc kütüphanesini yüklüyoruz ve çaðýrýyoruz.## 10 | require(Hmisc) 11 | 12 | colnames(data) 13 | rcorr(cbind(data[,2],data[,3],data[,4])) 14 | 15 | plot(data$tcmb_istanbul_2el,data$tufe) 16 | 17 | #regresyon modelini kuruyoruz. 18 | model<-lm(data$tcmb_istanbul_2el~data$tufe) 19 | r<-resid(model) 20 | 21 | plot(r,data$tcmb_istanbul_2el) 22 | 23 | 24 | 25 | model2<-lm(log(data$tcmb_istanbul_2el)~data$tufe) 26 | 27 | r<-resid(model2) 28 | summary(model2) 29 | r<-resid(model2) 30 | 31 | plot(r,log) 32 | 33 | #lmtest paketi yükleniyor ve paket çaðýrýlýyor. Durbin watson için.# 34 | require(lmtest) 35 | 36 | 37 | #nlme paketini yüklüyoruz ve paketi çaðýrýyoruz. 38 | require(nlme) 39 | 40 | #gls kullanýyoruz 41 | tcmb_istanbul<-data$tcmb_istanbul_2el 42 | tufe<-data$tufe 43 | 44 | model3<-gls(tcmb_istanbul~tufe,correlation = corAR1(form=~1)) 45 | 46 | 47 | #Timeseries 48 | 49 | #Timeseries formatý oluþturuyoruz. 50 | tstufe<-ts(reidin,frequency = 12,start = c(2007,1)) 51 | 52 | #unit root için fUnitRoots paketini yüklüyoruz ve kütüphaneyi çaðýrýyoruz. 53 | require(fUnitRoots) 54 | 55 | #adf testi yapýyoruz 56 | adfTest(tsreidin) 57 | 58 | #fark alýp duraðan yapýyoruz. 59 | adfTest(diff(tsreidin,1)) 60 | diffreidin<-diff(tsreidin,1) 61 | tsarima<-arima(diffreidin,order=c(2,0,0)) 62 | 63 | #tahmin yapýyoruz 64 | require(forecast) 65 | forecast.Arima(tsarima,h=1) -------------------------------------------------------------------------------- /datasets/nufus.txt: -------------------------------------------------------------------------------- 1 | city,population 2 | Adana,2183167 3 | Adıyaman,602774 4 | Afyonkarahisar,709015 5 | Ağrı,547210 6 | Amasya,322167 7 | Ankara,5270575 8 | Antalya,2288456 9 | Artvin,168370 10 | Aydın,1053506 11 | Balıkesir,1186688 12 | Bilecik,212361 13 | Bingöl,267184 14 | Bitlis,340449 15 | Bolu,291095 16 | Burdur,258339 17 | Bursa,2842547 18 | Çanakkale,513341 19 | Çankırı,180945 20 | Çorum,525180 21 | Denizli,993442 22 | Diyarbakır,1654196 23 | Edirne,402537 24 | Elazığ,574304 25 | Erzincan,222918 26 | Erzurum,762321 27 | Eskişehir,826716 28 | Gaziantep,1931836 29 | Giresun,426686 30 | Gümüşhane,151449 31 | Hakkari,278775 32 | Hatay,1533507 33 | Isparta,421766 34 | Mersin,1745221 35 | İstanbul,14657434 36 | İzmir,4168415 37 | Kars,292660 38 | Kastamonu,372633 39 | Kayseri,1341056 40 | Kırklareli,346973 41 | Kırşehir,225562 42 | Kocaeli,1780055 43 | Konya,2130544 44 | Kütahya,571463 45 | Malatya,772904 46 | Manisa,1380366 47 | Kahramanmaraş,1096610 48 | Mardin,796591 49 | Muğla,908877 50 | Muş,408728 51 | Nevşehir,286767 52 | Niğde,346114 53 | Ordu,728949 54 | Rize,328979 55 | Sakarya,953181 56 | Samsun,1279884 57 | Siirt,320351 58 | Sinop,204133 59 | Sivas,618617 60 | Tekirdağ,937910 61 | Tokat,593990 62 | Trabzon,768417 63 | Tunceli,86076 64 | Şanlıurfa,1892320 65 | Uşak,353048 66 | Van,1096397 67 | Yozgat,419440 68 | Zonguldak,595907 69 | Aksaray,386514 70 | Bayburt,78550 71 | Karaman,242196 72 | Kırıkkale,270271 73 | Batman,566633 74 | Şırnak,490184 75 | Bartın,190708 76 | Ardahan,99265 77 | Iğdır,192435 78 | Yalova,233009 79 | Karabük,236978 80 | Kilis,130655 81 | Osmaniye,512873 82 | Düzce,360388 83 | -------------------------------------------------------------------------------- /example_r_scripts/get_following_from_instagram_with_rselenium.R: -------------------------------------------------------------------------------- 1 | #load libraries 2 | library(rvest) 3 | library(stringr) 4 | library(RSelenium) 5 | 6 | #create null dataframes 7 | uname_bio_df <- NULL 8 | username_df<- NULL 9 | 10 | #connect selenium drivers 11 | rD <- rsDriver() 12 | remDr <- rD[["client"]] 13 | 14 | #navigate your instagram profile 15 | remDr$navigate("https://www.instagram.com/yourusername") 16 | 17 | #detecting followin section 18 | webElem <- remDr$findElement(using = "xpath", "//*[@id='react-root']/section/main/article/header/div[2]/ul/li[3]/a") 19 | 20 | #click following to get list of users you are following 21 | webElem$clickElement() 22 | 23 | #detecting a user you are following 24 | webElem2 <- remDr$findElement(using = "xpath", paste("/html/body/div[4]/div/div[2]/div/div[2]/div/div[2]/ul/li[1]/div/div[1]/div/div[1]/a",sep="")) 25 | 26 | #send scroll down event to update userlist 27 | for(i in 1:50) 28 | { 29 | webElem2$sendKeysToElement(list(key = 'end')) 30 | Sys.sleep(3) 31 | } 32 | 33 | #get usernames from the list 34 | for (j in 1:486) 35 | { 36 | webElem3 <- remDr$findElement(using = "xpath", paste("/html/body/div[4]/div/div[2]/div/div[2]/div/div[2]/ul/li[",j,"]/div/div[1]/div/div[1]/a",sep="")) 37 | username <- webElem3$getElementText()[[1]][1] 38 | username_df <- rbind(username_df,username) 39 | } 40 | 41 | #navigate the users' profile and get bio information 42 | for(t in 1:length(username_df)) 43 | { 44 | remDr$navigate(paste("https://www.instagram.com/",username_df[t],sep="")) 45 | Sys.sleep(3) 46 | webElem4 <- remDr$findElement(using = "xpath", "//div[@class='_tb97a']") 47 | bio <- webElem4$getElementText()[[1]][1] 48 | 49 | uname_bio <- data.frame(username_df[t], bio) 50 | uname_bio_df <- rbind(uname_bio_df,uname_bio) 51 | } 52 | 53 | 54 | #stop selenium driver 55 | rD[["server"]]$stop() 56 | 57 | 58 | 59 | -------------------------------------------------------------------------------- /example_r_scripts/connecting_foursqaure.R: -------------------------------------------------------------------------------- 1 | #Connecting foursquare REST API by using R 2 | #Following function is getting venues related to lat-lon, date and radius value you define 3 | get_fs <- function(lat,lon,date,radius) 4 | { 5 | library(rjson) 6 | library(RCurl) 7 | 8 | lt <- toString(lat) 9 | ln <- toString(lon) 10 | dt <- toString(date) 11 | rds <- toString(radius) 12 | #return(c(lt,ln,dt,rds)) 13 | #} 14 | 15 | #In this part you need to define your clientID and client secret 16 | dd <- fromJSON(getURL(paste('https://api.foursquare.com/v2/venues/trending?ll=',lt,',',ln,'&radius=',rds,'&client_id=YOUR-CLIENT-ID&limit=50&client_secret=YOUR-CLIENT-SECRET&v=',date,sep=""))) 17 | 18 | 19 | d <- length(dd$response$venues) 20 | 21 | no_venues = length(dd$response$venues) 22 | 23 | df = data.frame(no = 1:no_venues) 24 | 25 | 26 | for (i in 1:nrow(df)){ 27 | 28 | #Add Name and the location of the Venue 29 | df$venue_name[i] <- dd$response$venues[[i]]$name 30 | df$venue_lat[i] <- dd$response$venues[[i]]$location$lat 31 | df$venue_lng[i] <- dd$response$venues[[i]]$location$lat 32 | 33 | ########################## 34 | #Add the address of the location 35 | if(length(dd$response$venues[[i]]$location$address)>0) 36 | { 37 | df$venue_address[i] <- dd$response$venues[[i]]$location$address 38 | } 39 | else{ 40 | df$venue_address[i] <- "No Address Available" 41 | 42 | } 43 | 44 | 45 | ########################## 46 | #Add the citiy of the location 47 | if(length(dd$response$venues[[i]]$location$city)>0) 48 | { 49 | df$venue_city[i] <- dd$response$venues[[i]]$location$city 50 | } 51 | else{ 52 | df$venue_city[i] <- "No City Available" 53 | } 54 | 55 | ########################## 56 | #Add the number of check-ins of the venue 57 | df$venue_checkinsCount[i] <- dd$response$venues[[i]]$stats$checkinsCount 58 | df$venue_usersCount[i] <- dd$response$venues[[i]]$stats$usersCount 59 | } 60 | return(df) 61 | } 62 | -------------------------------------------------------------------------------- /datasets/cnufus.txt: -------------------------------------------------------------------------------- 1 | "city" "toplam_nufus" "c.cluster" 2 | "1" "Adana" 2183167 4 3 | "2" "Adıyaman" 602774 3 4 | "3" "Afyonkarahisar" 709015 1 5 | "4" "Ağrı" 547210 3 6 | "5" "Amasya" 322167 3 7 | "6" "Ankara" 5270575 2 8 | "7" "Antalya" 2288456 4 9 | "8" "Artvin" 168370 3 10 | "9" "Aydın" 1053506 1 11 | "10" "Balıkesir" 1186688 1 12 | "11" "Bilecik" 212361 3 13 | "12" "Bingöl" 267184 3 14 | "13" "Bitlis" 340449 3 15 | "14" "Bolu" 291095 3 16 | "15" "Burdur" 258339 3 17 | "16" "Bursa" 2842547 4 18 | "17" "Çanakkale" 513341 3 19 | "18" "Çankırı" 180945 3 20 | "19" "Çorum" 525180 3 21 | "20" "Denizli" 993442 1 22 | "21" "Diyarbakır" 1654196 4 23 | "22" "Edirne" 402537 3 24 | "23" "Elazığ" 574304 3 25 | "24" "Erzincan" 222918 3 26 | "25" "Erzurum" 762321 1 27 | "26" "Eskişehir" 826716 1 28 | "27" "Gaziantep" 1931836 4 29 | "28" "Giresun" 426686 3 30 | "29" "Gümüşhane" 151449 3 31 | "30" "Hakkari" 278775 3 32 | "31" "Hatay" 1533507 4 33 | "32" "Isparta" 421766 3 34 | "33" "Mersin" 1745221 4 35 | "34" "İstanbul" 14657434 5 36 | "35" "İzmir" 4168415 2 37 | "36" "Kars" 292660 3 38 | "37" "Kastamonu" 372633 3 39 | "38" "Kayseri" 1341056 1 40 | "39" "Kırklareli" 346973 3 41 | "40" "Kırşehir" 225562 3 42 | "41" "Kocaeli" 1780055 4 43 | "42" "Konya" 2130544 4 44 | "43" "Kütahya" 571463 3 45 | "44" "Malatya" 772904 1 46 | "45" "Manisa" 1380366 1 47 | "46" "Kahramanmaraş" 1096610 1 48 | "47" "Mardin" 796591 1 49 | "48" "Muğla" 908877 1 50 | "49" "Muş" 408728 3 51 | "50" "Nevşehir" 286767 3 52 | "51" "Niğde" 346114 3 53 | "52" "Ordu" 728949 1 54 | "53" "Rize" 328979 3 55 | "54" "Sakarya" 953181 1 56 | "55" "Samsun" 1279884 1 57 | "56" "Siirt" 320351 3 58 | "57" "Sinop" 204133 3 59 | "58" "Sivas" 618617 3 60 | "59" "Tekirdağ" 937910 1 61 | "60" "Tokat" 593990 3 62 | "61" "Trabzon" 768417 1 63 | "62" "Tunceli" 86076 3 64 | "63" "Şanlıurfa" 1892320 4 65 | "64" "Uşak" 353048 3 66 | "65" "Van" 1096397 1 67 | "66" "Yozgat" 419440 3 68 | "67" "Zonguldak" 595907 3 69 | "68" "Aksaray" 386514 3 70 | "69" "Bayburt" 78550 3 71 | "70" "Karaman" 242196 3 72 | "71" "Kırıkkale" 270271 3 73 | "72" "Batman" 566633 3 74 | "73" "Şırnak" 490184 3 75 | "74" "Bartın" 190708 3 76 | "75" "Ardahan" 99265 3 77 | "76" "Iğdır" 192435 3 78 | "77" "Yalova" 233009 3 79 | "78" "Karabük" 236978 3 80 | "79" "Kilis" 130655 3 81 | "80" "Osmaniye" 512873 3 82 | "81" "Düzce" 360388 3 83 | -------------------------------------------------------------------------------- /datasets/dataset_tufe_vs_index.csv: -------------------------------------------------------------------------------- 1 | date,cbrt_istanbul_secondhand,crbt_izmir_secondhand,cpi 2 | 2010-01-01,96.69,98.53,174.1 3 | 2010-02-01,96.97,97.90,176.6 4 | 2010-03-01,97.73,97.91,177.6 5 | 2010-04-01,98.44,97.98,178.7 6 | 2010-05-01,98.90,98.39,178 7 | 2010-06-01,98.81,99.31,177 8 | 2010-07-01,99.44,99.71,176.2 9 | 2010-08-01,100.40,100.70,176.9 10 | 2010-09-01,101.70,101.20,179.1 11 | 2010-10-01,102.60,101.90,182.4 12 | 2010-11-01,103.70,102.70,182.4 13 | 2010-12-01,104.50,103.80,181.9 14 | 2011-01-01,105.20,104.90,182.6 15 | 2011-02-01,106.60,105.90,183.9 16 | 2011-03-01,108.10,107.10,184.7 17 | 2011-04-01,109.60,108.30,186.3 18 | 2011-05-01,111.20,110.20,190.8 19 | 2011-06-01,112.20,110.80,188.1 20 | 2011-07-01,113.00,111.50,187.3 21 | 2011-08-01,113.00,112.30,188.7 22 | 2011-09-01,115.00,114.20,190.1 23 | 2011-10-01,116.10,115.00,196.3 24 | 2011-11-01,116.80,115.10,199.7 25 | 2011-12-01,118.50,115.70,200.9 26 | 2012-01-01,119.30,117.50,202 27 | 2012-02-01,121.90,120.00,203.1 28 | 2012-03-01,122.80,120.00,204 29 | 2012-04-01,125.10,121.10,207.1 30 | 2012-05-01,125.80,123.40,206.6 31 | 2012-06-01,126.90,125.20,204.8 32 | 2012-07-01,127.20,126.50,204.3 33 | 2012-08-01,129.40,126.10,205.4 34 | 2012-09-01,130.60,127.20,207.6 35 | 2012-10-01,131.70,127.90,211.6 36 | 2012-11-01,132.60,128.90,212.4 37 | 2012-12-01,133.90,129.40,213.2 38 | 2013-01-01,135.70,129.20,216.7 39 | 2013-02-01,138.50,130.90,217.4 40 | 2013-03-01,141.10,132.70,218.8 41 | 2013-04-01,143.40,134.70,219.8 42 | 2013-05-01,145.40,136.30,220.1 43 | 2013-06-01,147.80,137.90,221.8 44 | 2013-07-01,149.90,139.10,222.4 45 | 2013-08-01,151.30,140.90,222.2 46 | 2013-09-01,153.00,142.10,223.9 47 | 2013-10-01,155.80,143.10,227.9 48 | 2013-11-01,160.30,144.90,228 49 | 2013-12-01,161.10,146.00,229 50 | 2014-01-01,163.10,146.90,233.5 51 | 2014-02-01,165.00,148.50,234.5 52 | 2014-03-01,168.30,150.50,237.2 53 | 2014-04-01,172.20,152.00,240.4 54 | 2014-05-01,175.30,153.20,241.3 55 | 2014-06-01,179.40,155.70,242.1 56 | 2014-07-01,184.00,157.70,243.2 57 | 2014-08-01,187.90,159.80,243.4 58 | 2014-09-01,190.10,160.60,243.7 59 | 2014-10-01,194.50,161.70,248.4 60 | 2014-11-01,198.70,163.50,248.8 61 | 2014-12-01,202.40,165.80,247.7 62 | 2015-01-01,205.90,167.00,250.5 63 | 2015-02-01,211.00,169.80,252.2 64 | 2015-03-01,216.70,172.50,255.2 65 | 2015-04-01,221.50,174.40,259.4 66 | 2015-05-01,226.10,176.90,260.9 67 | 2015-06-01,228.80,180.60,259.5 68 | 2015-07-01,233.00,185.80,259.7 69 | 2015-08-01,234.30,188.30,260.8 70 | 2015-09-01,240.30,189.00,263.1 71 | 2015-10-01,246.00,189.10,267.2 72 | 2015-11-01,251.10,191.10,269 73 | 74 | -------------------------------------------------------------------------------- /example_r_scripts/connecting_google_maps_api.R: -------------------------------------------------------------------------------- 1 | 2 | #Connecting Google MAPS Geocoding API by using R. First of all you need get your API KEY to connect the API. A 3 | #After that you could connect API with following steps. 4 | 5 | #setting loop step. Dont forget that Google Maps API's daily request size is 2500! 6 | r <- dim(stations)[1] 7 | 8 | 9 | #setting variables will be used. 10 | get_stations <- NULL 11 | name<- NULL 12 | district <- NULL 13 | county <- NULL 14 | city <- NULL 15 | lat <- NULL 16 | lon <- NULL 17 | geo_info <- NULL 18 | get_stations_final <- NULL 19 | 20 | #setting loop connecting Google Maps Geocoding API and getting data. 21 | for (i in 1:r) 22 | { 23 | #connecting Google Maps API using jsonlite and RCurl library. 24 | get_stations <- fromJSON(getURL(paste('https://maps.googleapis.com/maps/api/geocode/json?address=',str_replace_all(as.matrix(stations$from)[i]," ", "+"),'YOUR_KEY',sep=""))) 25 | 26 | #getting district name of location 27 | if(length(which(str_detect(get_stations$results$address_components[[1]][,3], 'administrative_area_level_4')))==0) 28 | { 29 | district <- "N/A" 30 | } 31 | else 32 | { 33 | district <- get_stations$results$address_components[[1]][which(str_detect( get_stations$results$address_components[[1]][,3], 'administrative_area_level_4')),2] 34 | } 35 | 36 | #getting county name of location 37 | if(length(which(str_detect( get_stations$results$address_components[[1]][,3], 'administrative_area_level_2')))==0) 38 | { 39 | county <- "N/A" 40 | } 41 | else 42 | { 43 | county <- get_stations$results$address_components[[1]][which(str_detect( get_stations$results$address_components[[1]][,3], 'administrative_area_level_2')),2] 44 | } 45 | 46 | #getting city name of location 47 | if(length(which(str_detect( get_stations$results$address_components[[1]][,3], 'administrative_area_level_1')))==0) 48 | { 49 | city <- "N/A" 50 | } 51 | else 52 | { 53 | city <- get_stations$results$address_components[[1]][which(str_detect( get_stations$results$address_components[[1]][,3], 'administrative_area_level_1')),2] 54 | } 55 | 56 | #checking API response status and getting lat-long values. 57 | if(get_stations$status=='ZERO_RESULTS') 58 | { 59 | lat <- "N/A" 60 | lon <- "N/A" 61 | } 62 | else 63 | { 64 | lat <- get_stations$results$geometry$location$lat 65 | lon <- get_stations$results$geometry$location$lng 66 | } 67 | 68 | #concating all variables 69 | geo_info <- data.frame(district,county,city,lat,lon) 70 | 71 | #assigning each response to a variable 72 | get_stations_final <- rbind(get_stations_final,geo_info) 73 | } 74 | -------------------------------------------------------------------------------- /datasets/exercise.csv: -------------------------------------------------------------------------------- 1 | brand_a,brand_b 2 | 499.1700016,500.4250246 3 | 497.9183667,502.8943423 4 | 496.2034739,502.2537436 5 | 497.9692707,503.1126846 6 | 499.5347364,502.7162725 7 | 501.6581354,505.7014237 8 | 499.7281489,503.4727273 9 | 501.2060008,505.8797979 10 | 498.5133257,499.6245196 11 | 496.6746532,504.7264181 12 | 495.11701,503.4106249 13 | 493.9312687,504.5592492 14 | 497.8667191,501.3530389 15 | 500.2913912,504.8491105 16 | 498.4643818,502.5062429 17 | 496.3956131,502.6854023 18 | 499.0984201,501.6440356 19 | 495.9148658,503.4517928 20 | 497.5362179,499.5503542 21 | 501.3820307,503.2796837 22 | 495.6484514,502.4822416 23 | 497.2862316,501.5181535 24 | 498.8602902,505.2894927 25 | 498.1911214,499.7281016 26 | 497.3387093,504.3490668 27 | 497.5603745,501.6513891 28 | 498.590195,502.5022173 29 | 500.1476947,499.946307 30 | 498.245662,503.6043445 31 | 496.6108095,501.3758504 32 | 498.3402737,502.3061926 33 | 499.1895273,502.4374529 34 | 496.2665546,501.9146991 35 | 497.2988041,503.5011636 36 | 497.7486781,502.8609992 37 | 498.9577723,503.0034207 38 | 499.1037133,503.1904052 39 | 498.4390992,499.1385741 40 | 496.5298723,504.4527138 41 | 500.4323471,505.5431081 42 | 496.6369721,500.6485439 43 | 496.1826207,502.6474796 44 | 496.4912571,500.4948356 45 | 500.3765682,499.8342627 46 | 494.2518112,501.6584051 47 | 496.5129159,499.6386358 48 | 498.0351454,500.9164521 49 | 499.8324307,501.2606624 50 | 499.0086403,502.3342539 51 | 501.6241472,499.9530039 52 | 498.5983175,505.3885736 53 | 499.6713846,501.7489541 54 | 497.522435,503.8569408 55 | 496.4423575,503.5723977 56 | 502.4943392,500.5849445 57 | 498.6344221,500.5303138 58 | 498.1100995,505.8492735 59 | 498.2157453,499.5657779 60 | 498.5739477,501.9758681 61 | 498.3296959,503.4686019 62 | 496.7733776,501.2221942 63 | 500.4888455,500.8560532 64 | 497.3873892,503.6722606 65 | 498.109823,501.5429277 66 | 501.7592536,501.2421893 67 | 502.4822125,501.6113499 68 | 496.1573159,502.968668 69 | 495.9861872,500.5315084 70 | 501.3017016,500.6943678 71 | 496.3662297,501.6645273 72 | 500.6702177,506.2999673 73 | 499.8310166,501.4830354 74 | 496.0558946,502.7378072 75 | 499.5044738,500.318607 76 | 497.6558148,501.5619948 77 | 495.6552641,500.3667614 78 | 494.9406567,501.8835047 79 | 499.5857164,503.5649027 80 | 498.0295574,503.0984429 81 | 495.461481,498.3055851 82 | 500.0532322,499.5105051 83 | 498.1874736,502.2064964 84 | 497.1558572,498.7604099 85 | 498.3860116,504.0450743 86 | 497.4496362,505.7637422 87 | 496.0540665,501.8101061 88 | 500.1746457,504.6522504 89 | 498.5448901,502.5619255 90 | 498.6917774,498.0190521 91 | 496.7618721,500.0624487 92 | 498.2328878,502.6079041 93 | 497.545916,502.2018983 94 | 498.0948522,501.6733361 95 | 493.6346472,503.5136026 96 | 493.7079466,500.4783013 97 | 493.2702132,503.0289629 98 | 498.0669159,500.4221912 99 | 497.4326592,502.8630399 100 | 499.7249875,503.0982889 101 | 498.6322476,502.4663639 102 | 496.5907927,504.5803672 103 | 498.3703496,499.6084745 104 | 498.8697932,502.7396684 105 | 499.764123,502.6456083 106 | 499.2747574,501.1274113 107 | 496.2512934,500.2268155 108 | 496.0568299,502.5005362 109 | 498.5283374,500.7874285 110 | 497.2441249,503.3871412 111 | 498.5934522,504.048214 112 | 498.4672953,498.1093265 113 | 497.3765817,500.2813713 114 | 497.3308257,501.3733128 115 | 498.5897045,501.2914905 116 | 503.6075823,502.2215822 117 | 500.5200493,499.2083716 118 | 499.3425333,502.9079896 119 | 498.1797682,503.6009583 120 | 499.2926582,503.1544052 121 | 498.9953147,504.6178402 -------------------------------------------------------------------------------- /datasets/wind.csv: -------------------------------------------------------------------------------- 1 | "","wind.temp","wind.wind_speed" 2 | "1",3.88,6.7 3 | "2",3.85,7.2 4 | "3",3.61,8.2 5 | "4",4.64,4 6 | "5",4.71,4 7 | "6",4.08,7.7 8 | "7",4.08,8.2 9 | "8",4.08,8.8 10 | "9",3.48,7.7 11 | "10",4.25,5 12 | "11",4.58,5 13 | "12",5.08,6.2 14 | "13",5.06,6.2 15 | "14",5.06,8.2 16 | "15",4.05,5.7 17 | "16",4.12,2 18 | "17",4.1,2 19 | "18",2.9,7.2 20 | "19",3.55,6.2 21 | "20",3.55,7.2 22 | "21",2.67,5.7 23 | "22",3.59,4 24 | "23",3.59,4 25 | "24",2.8,4.1 26 | "25",3.19,5.1 27 | "26",3.2,4.6 28 | "27",2.98,4.6 29 | "28",3.84,5 30 | "29",4.16,5 31 | "30",4.41,5.7 32 | "31",4.84,8.2 33 | "32",4.13,7.2 34 | "33",4.41,8.2 35 | "34",4.9,8 36 | "35",5.54,5.1 37 | "36",5.9,5.1 38 | "37",6.9,9.3 39 | "38",7.62,12.4 40 | "39",7.95,16 41 | "40",7.77,10 42 | "41",7.11,10 43 | "42",5.6,10.3 44 | "43",5.96,11.3 45 | "44",5.96,11.3 46 | "45",5.37,9.8 47 | "46",5.57,9 48 | "47",5.29,9 49 | "48",5.41,9.8 50 | "49",4.99,8.8 51 | "50",4.99,10.3 52 | "51",4.72,11.8 53 | "52",4.73,9 54 | "53",4.39,9 55 | "54",4.32,12.4 56 | "55",4.99,11.3 57 | "56",4.99,11.3 58 | "57",4.47,10.15 59 | "58",5.17,8 60 | "59",4.16,8 61 | "60",3.11,8.2 62 | "61",4.51,9.8 63 | "62",4.52,5.7 64 | "63",3.4,8.2 65 | "64",3.83,8 66 | "65",3.78,8 67 | "66",3.36,7.2 68 | "67",3.95,7.7 69 | "68",3.16,6.2 70 | "69",3.01,6.2 71 | "70",2.75,4 72 | "71",2.75,4 73 | "72",12.54,6.7 74 | "73",11.36,7.7 75 | "74",10.93,8.2 76 | "75",2.74,7.7 77 | "76",2.99,6 78 | "77",2.99,6 79 | "78",2.52,6.7 80 | "79",10.38,7.7 81 | "80",10.34,8.8 82 | "81",2.31,7.2 83 | "82",2.62,8 84 | "83",3.05,0.3 85 | "84",3.69,0.3 86 | "85",4.89,1 87 | "86",3.39,0.7 88 | "87",3.06,0.3 89 | "88",2.86,0.3 90 | "89",2.66,0.7 91 | "90",2.36,1 92 | "91",2.2,1.7 93 | "92",2.15,0.7 94 | "93",2.31,0.7 95 | "94",1.78,0.7 96 | "95",1.86,1 97 | "96",1.82,0.7 98 | "97",1.05,0.7 99 | "98",1.13,6.2 100 | "99",0.78,5.1 101 | "100",0,5 102 | "101",10.24,3.1 103 | "102",9.83,2.1 104 | "103",10.46,2.1 105 | "104",10.46,2.1 106 | "105",11.2,2.1 107 | "106",12.47,2.1 108 | "107",13.23,2.1 109 | "108",15.19,4.1 110 | "109",16.39,4.1 111 | "110",16.82,3.1 112 | "111",17.79,3.1 113 | "112",18.56,3.1 114 | "113",19.26,1 115 | "114",19.68,1 116 | "115",19.89,2.1 117 | "116",19.42,2.1 118 | "117",17.58,5.1 119 | "118",16.77,4.1 120 | "119",15.69,2.1 121 | "120",13.96,1 122 | "121",12.81,1 123 | "122",12.43,1 124 | "123",12.01,1 125 | "124",11.46,0 126 | "125",11,0 127 | "126",10.49,0 128 | "127",9.89,0 129 | "128",9.82,0 130 | "129",10.35,0 131 | "130",13.13,1 132 | "131",15.55,1 133 | "132",18.03,1 134 | "133",21.01,2.1 135 | "134",22.89,3.1 136 | "135",23.79,2.1 137 | "136",24.89,2.1 138 | "137",25.22,3.1 139 | "138",26.22,2.1 140 | "139",26.1,2.1 141 | "140",26.22,2.1 142 | "141",26.05,3.1 143 | "142",24.63,1 144 | "143",23.43,1 145 | "144",21.41,1 146 | "145",19.68,1 147 | "146",18.1,0 148 | "147",17.4,1 149 | "148",17.52,0 150 | "149",16.42,0 151 | "150",15.45,0 152 | "151",15.71,0 153 | "152",14.07,1 154 | "153",13.95,1 155 | "154",16.15,1 156 | "155",19.04,1 157 | "156",20.79,3.1 158 | "157",21.24,3.1 159 | "158",21.67,4.1 160 | "159",22.08,4.1 161 | "160",23,4.1 162 | "161",23.03,4.1 163 | "162",23.01,4.1 164 | "163",22.78,5.1 165 | "164",22.07,5.1 166 | "165",20.95,5.1 167 | "166",20.29,4.1 168 | "167",19.12,3.1 169 | "168",17.77,2.1 170 | "169",17.01,1 171 | "170",16.62,1 172 | "171",16.56,1 173 | "172",16.14,2.1 174 | "173",15.42,1 175 | "174",14.91,1 176 | "175",14.95,1 177 | "176",14.38,1 178 | "177",15.13,1 179 | "178",17.49,1 180 | "179",19.24,1 181 | "180",21.32,1 182 | "181",22.93,1 183 | "182",24.99,1 184 | "183",25.83,2.1 185 | "184",26.56,5.1 186 | "185",26.54,5.1 187 | "186",26.95,4.1 188 | "187",27.78,3.1 189 | "188",27.42,1 190 | "189",27.14,1 191 | "190",26.62,1 192 | "191",24.77,1 193 | "192",23.54,1 194 | "193",22.26,1 195 | "194",21.53,0 196 | "195",21.72,1 197 | "196",20.68,1 198 | "197",19.91,0 199 | "198",20.01,1 200 | "199",18.74,0 201 | "200",18.51,0 202 | -------------------------------------------------------------------------------- /datasets/Customer Purchasing Behaviors.csv: -------------------------------------------------------------------------------- 1 | user_id,age,annual_income,purchase_amount,loyalty_score,region,purchase_frequency 2 | 1,25,45000,200,4.5,North,12 3 | 2,34,55000,350,7.0,South,18 4 | 3,45,65000,500,8.0,West,22 5 | 4,22,30000,150,3.0,East,10 6 | 5,29,47000,220,4.8,North,13 7 | 6,41,61000,480,7.8,South,21 8 | 7,36,54000,400,6.5,West,19 9 | 8,27,43000,230,4.2,East,14 10 | 9,50,70000,600,9.0,North,25 11 | 10,31,50000,320,5.5,South,17 12 | 11,28,46000,250,4.4,West,15 13 | 12,42,62000,520,8.2,North,23 14 | 13,33,53000,380,6.0,South,18 15 | 14,37,58000,420,6.8,East,20 16 | 15,49,69000,590,8.9,West,24 17 | 16,23,31000,160,3.2,North,11 18 | 17,39,57000,440,7.0,South,21 19 | 18,30,49000,300,5.0,West,16 20 | 19,46,66000,510,8.1,North,22 21 | 20,26,44000,240,4.3,East,14 22 | 21,52,72000,610,9.2,South,26 23 | 22,24,32000,170,3.3,West,12 24 | 23,44,63000,460,7.5,North,21 25 | 24,35,56000,390,6.2,South,19 26 | 25,38,59000,430,6.9,East,20 27 | 26,47,67000,530,8.3,West,23 28 | 27,32,52000,360,5.8,North,18 29 | 28,29,48000,280,4.6,South,15 30 | 29,51,71000,600,9.0,West,25 31 | 30,40,60000,450,7.2,East,22 32 | 31,34,55000,350,6.5,North,19 33 | 32,43,64000,470,7.8,South,21 34 | 33,31,50000,320,5.5,West,16 35 | 34,27,43000,230,4.0,North,14 36 | 35,55,75000,640,9.5,South,28 37 | 36,25,45000,200,4.5,West,12 38 | 37,48,68000,550,8.5,North,24 39 | 38,30,49000,300,5.0,South,17 40 | 39,53,73000,620,9.3,West,27 41 | 40,28,46000,250,4.2,North,14 42 | 41,39,57000,440,7.0,South,21 43 | 42,37,58000,420,6.8,West,20 44 | 43,46,66000,510,8.1,North,22 45 | 44,33,53000,380,6.0,South,18 46 | 45,52,72000,610,9.2,West,26 47 | 46,29,47000,220,4.4,North,13 48 | 47,41,61000,480,7.8,South,21 49 | 48,50,70000,600,9.0,West,25 50 | 49,36,54000,400,6.5,North,19 51 | 50,24,32000,170,3.3,South,11 52 | 51,49,69000,590,8.9,West,24 53 | 52,26,44000,240,4.3,North,14 54 | 53,45,65000,500,8.0,South,22 55 | 54,40,60000,450,7.2,West,20 56 | 55,38,59000,430,6.9,North,20 57 | 56,54,74000,630,9.4,South,27 58 | 57,32,52000,360,5.8,West,18 59 | 58,31,51000,340,5.6,North,17 60 | 59,42,62000,520,8.2,South,23 61 | 60,55,75000,640,9.5,West,28 62 | 61,29,46000,270,4.3,North,15 63 | 62,33,53000,380,6.0,South,18 64 | 63,51,71000,600,9.0,West,25 65 | 64,27,43000,230,4.0,North,14 66 | 65,43,63000,470,7.8,South,21 67 | 66,41,61000,480,7.7,West,22 68 | 67,50,70000,600,9.0,North,25 69 | 68,24,32000,170,3.3,South,11 70 | 69,48,68000,550,8.5,West,24 71 | 70,30,49000,300,5.0,North,16 72 | 71,39,57000,440,7.0,South,21 73 | 72,37,58000,420,6.8,West,20 74 | 73,46,66000,510,8.1,North,22 75 | 74,33,53000,380,6.0,South,18 76 | 75,52,72000,610,9.2,West,26 77 | 76,28,46000,250,4.2,North,14 78 | 77,41,61000,480,7.8,South,21 79 | 78,50,70000,600,9.0,West,25 80 | 79,36,54000,400,6.5,North,19 81 | 80,24,32000,170,3.3,South,11 82 | 81,49,69000,590,8.9,West,24 83 | 82,26,44000,240,4.3,North,14 84 | 83,45,65000,500,8.0,South,22 85 | 84,40,60000,450,7.2,West,20 86 | 85,38,59000,430,6.9,North,20 87 | 86,54,74000,630,9.4,South,27 88 | 87,32,52000,360,5.8,West,18 89 | 88,31,51000,340,5.6,North,17 90 | 89,42,62000,520,8.2,South,23 91 | 90,55,75000,640,9.5,West,28 92 | 91,29,46000,270,4.3,North,15 93 | 92,33,53000,380,6.0,South,18 94 | 93,51,71000,600,9.0,West,25 95 | 94,27,43000,230,4.0,North,14 96 | 95,43,63000,470,7.8,South,21 97 | 96,41,61000,480,7.7,West,22 98 | 97,50,70000,600,9.0,North,25 99 | 98,24,32000,170,3.3,South,11 100 | 99,48,68000,550,8.5,West,24 101 | 100,30,49000,300,5.0,North,16 102 | 101,39,57000,440,7.0,South,21 103 | 102,37,58000,420,6.8,West,20 104 | 103,46,66000,510,8.1,North,22 105 | 104,33,53000,380,6.0,South,18 106 | 105,52,72000,610,9.2,West,26 107 | 106,28,46000,250,4.2,North,14 108 | 107,41,61000,480,7.8,South,21 109 | 108,50,70000,600,9.0,West,25 110 | 109,36,54000,400,6.5,North,19 111 | 110,24,32000,170,3.3,South,11 112 | 111,49,69000,590,8.9,West,24 113 | 112,26,44000,240,4.3,North,14 114 | 113,45,65000,500,8.0,South,22 115 | 114,40,60000,450,7.2,West,20 116 | 115,38,59000,430,6.9,North,20 117 | 116,54,74000,630,9.4,South,27 118 | 117,32,52000,360,5.8,West,18 119 | 118,31,51000,340,5.6,North,17 120 | 119,42,62000,520,8.2,South,23 121 | 120,55,75000,640,9.5,West,28 122 | 121,29,46000,270,4.3,North,15 123 | 122,33,53000,380,6.0,South,18 124 | 123,51,71000,600,9.0,West,25 125 | 124,27,43000,230,4.0,North,14 126 | 125,43,63000,470,7.8,South,21 127 | 126,41,61000,480,7.7,West,22 128 | 127,50,70000,600,9.0,North,25 129 | 128,24,32000,170,3.3,South,11 130 | 129,48,68000,550,8.5,West,24 131 | 130,30,49000,300,5.0,North,16 132 | 131,39,57000,440,7.0,South,21 133 | 132,37,58000,420,6.8,West,20 134 | 133,46,66000,510,8.1,North,22 135 | 134,33,53000,380,6.0,South,18 136 | 135,52,72000,610,9.2,West,26 137 | 136,28,46000,250,4.2,North,14 138 | 137,41,61000,480,7.8,South,21 139 | 138,50,70000,600,9.0,West,25 140 | 139,36,54000,400,6.5,North,19 141 | 140,24,32000,170,3.3,South,11 142 | 141,49,69000,590,8.9,West,24 143 | 142,26,44000,240,4.3,North,14 144 | 143,45,65000,500,8.0,South,22 145 | 144,40,60000,450,7.2,West,20 146 | 145,38,59000,430,6.9,North,20 147 | 146,54,74000,630,9.4,South,27 148 | 147,32,52000,360,5.8,West,18 149 | 148,31,51000,340,5.6,North,17 150 | 149,42,62000,520,8.2,South,23 151 | 150,55,75000,640,9.5,West,28 152 | 151,29,46000,270,4.3,North,15 153 | 152,33,53000,380,6.0,South,18 154 | 153,51,71000,600,9.0,West,25 155 | 154,27,43000,230,4.0,North,14 156 | 155,43,63000,470,7.8,South,21 157 | 156,41,61000,480,7.7,West,22 158 | 157,50,70000,600,9.0,North,25 159 | 158,24,32000,170,3.3,South,11 160 | 159,48,68000,550,8.5,West,24 161 | 160,30,49000,300,5.0,North,16 162 | 161,39,57000,440,7.0,South,21 163 | 162,37,58000,420,6.8,West,20 164 | 163,46,66000,510,8.1,North,22 165 | 164,33,53000,380,6.0,South,18 166 | 165,52,72000,610,9.2,West,26 167 | 166,28,46000,250,4.2,North,14 168 | 167,41,61000,480,7.8,South,21 169 | 168,50,70000,600,9.0,West,25 170 | 169,36,54000,400,6.5,North,19 171 | 170,24,32000,170,3.3,South,11 172 | 171,49,69000,590,8.9,West,24 173 | 172,26,44000,240,4.3,North,14 174 | 173,45,65000,500,8.0,South,22 175 | 174,40,60000,450,7.2,West,20 176 | 175,38,59000,430,6.9,North,20 177 | 176,54,74000,630,9.4,South,27 178 | 177,32,52000,360,5.8,West,18 179 | 178,31,51000,340,5.6,North,17 180 | 179,42,62000,520,8.2,South,23 181 | 180,55,75000,640,9.5,West,28 182 | 181,29,46000,270,4.3,North,15 183 | 182,33,53000,380,6.0,South,18 184 | 183,51,71000,600,9.0,West,25 185 | 184,27,43000,230,4.0,North,14 186 | 185,43,63000,470,7.8,South,21 187 | 186,41,61000,480,7.7,West,22 188 | 187,50,70000,600,9.0,North,25 189 | 188,24,32000,170,3.3,South,11 190 | 189,48,68000,550,8.5,West,24 191 | 190,30,49000,300,5.0,North,16 192 | 191,39,57000,440,7.0,South,21 193 | 192,37,58000,420,6.8,West,20 194 | 193,46,66000,510,8.1,North,22 195 | 194,33,53000,380,6.0,South,18 196 | 195,52,72000,610,9.2,West,26 197 | 196,28,46000,250,4.2,North,14 198 | 197,41,61000,480,7.8,South,21 199 | 198,50,70000,600,9.0,West,25 200 | 199,36,54000,400,6.5,North,19 201 | 200,24,32000,170,3.3,South,11 202 | 201,49,69000,590,8.9,West,24 203 | 202,26,44000,240,4.3,North,14 204 | 203,45,65000,500,8.0,South,22 205 | 204,40,60000,450,7.2,West,20 206 | 205,38,59000,430,6.9,North,20 207 | 206,54,74000,630,9.4,South,27 208 | 207,32,52000,360,5.8,West,18 209 | 208,31,51000,340,5.6,North,17 210 | 209,42,62000,520,8.2,South,23 211 | 210,55,75000,640,9.5,West,28 212 | 211,29,46000,270,4.3,North,15 213 | 212,33,53000,380,6.0,South,18 214 | 213,51,71000,600,9.0,West,25 215 | 214,27,43000,230,4.0,North,14 216 | 215,43,63000,470,7.8,South,21 217 | 216,41,61000,480,7.7,West,22 218 | 217,50,70000,600,9.0,North,25 219 | 218,24,32000,170,3.3,South,11 220 | 219,48,68000,550,8.5,West,24 221 | 220,30,49000,300,5.0,North,16 222 | 221,39,57000,440,7.0,South,21 223 | 222,37,58000,420,6.8,West,20 224 | 223,46,66000,510,8.1,North,22 225 | 224,33,53000,380,6.0,South,18 226 | 225,52,72000,610,9.2,West,26 227 | 226,28,46000,250,4.2,North,14 228 | 227,41,61000,480,7.8,South,21 229 | 228,50,70000,600,9.0,West,25 230 | 229,36,54000,400,6.5,North,19 231 | 230,24,32000,170,3.3,South,11 232 | 231,49,69000,590,8.9,West,24 233 | 232,26,44000,240,4.3,North,14 234 | 233,45,65000,500,8.0,South,22 235 | 234,40,60000,450,7.2,West,20 236 | 235,38,59000,430,6.9,North,20 237 | 236,54,74000,630,9.4,South,27 238 | 237,32,52000,360,5.8,West,18 239 | 238,31,51000,340,5.6,North,17 -------------------------------------------------------------------------------- /datasets/heart.csv: -------------------------------------------------------------------------------- 1 | age,sex,cp,trestbps,chol,fbs,restecg,thalach,exang,oldpeak,slope,ca,thal,target 2 | 63,1,3,145,233,1,0,150,0,2.3,0,0,1,1 3 | 37,1,2,130,250,0,1,187,0,3.5,0,0,2,1 4 | 41,0,1,130,204,0,0,172,0,1.4,2,0,2,1 5 | 56,1,1,120,236,0,1,178,0,0.8,2,0,2,1 6 | 57,0,0,120,354,0,1,163,1,0.6,2,0,2,1 7 | 57,1,0,140,192,0,1,148,0,0.4,1,0,1,1 8 | 56,0,1,140,294,0,0,153,0,1.3,1,0,2,1 9 | 44,1,1,120,263,0,1,173,0,0,2,0,3,1 10 | 52,1,2,172,199,1,1,162,0,0.5,2,0,3,1 11 | 57,1,2,150,168,0,1,174,0,1.6,2,0,2,1 12 | 54,1,0,140,239,0,1,160,0,1.2,2,0,2,1 13 | 48,0,2,130,275,0,1,139,0,0.2,2,0,2,1 14 | 49,1,1,130,266,0,1,171,0,0.6,2,0,2,1 15 | 64,1,3,110,211,0,0,144,1,1.8,1,0,2,1 16 | 58,0,3,150,283,1,0,162,0,1,2,0,2,1 17 | 50,0,2,120,219,0,1,158,0,1.6,1,0,2,1 18 | 58,0,2,120,340,0,1,172,0,0,2,0,2,1 19 | 66,0,3,150,226,0,1,114,0,2.6,0,0,2,1 20 | 43,1,0,150,247,0,1,171,0,1.5,2,0,2,1 21 | 69,0,3,140,239,0,1,151,0,1.8,2,2,2,1 22 | 59,1,0,135,234,0,1,161,0,0.5,1,0,3,1 23 | 44,1,2,130,233,0,1,179,1,0.4,2,0,2,1 24 | 42,1,0,140,226,0,1,178,0,0,2,0,2,1 25 | 61,1,2,150,243,1,1,137,1,1,1,0,2,1 26 | 40,1,3,140,199,0,1,178,1,1.4,2,0,3,1 27 | 71,0,1,160,302,0,1,162,0,0.4,2,2,2,1 28 | 59,1,2,150,212,1,1,157,0,1.6,2,0,2,1 29 | 51,1,2,110,175,0,1,123,0,0.6,2,0,2,1 30 | 65,0,2,140,417,1,0,157,0,0.8,2,1,2,1 31 | 53,1,2,130,197,1,0,152,0,1.2,0,0,2,1 32 | 41,0,1,105,198,0,1,168,0,0,2,1,2,1 33 | 65,1,0,120,177,0,1,140,0,0.4,2,0,3,1 34 | 44,1,1,130,219,0,0,188,0,0,2,0,2,1 35 | 54,1,2,125,273,0,0,152,0,0.5,0,1,2,1 36 | 51,1,3,125,213,0,0,125,1,1.4,2,1,2,1 37 | 46,0,2,142,177,0,0,160,1,1.4,0,0,2,1 38 | 54,0,2,135,304,1,1,170,0,0,2,0,2,1 39 | 54,1,2,150,232,0,0,165,0,1.6,2,0,3,1 40 | 65,0,2,155,269,0,1,148,0,0.8,2,0,2,1 41 | 65,0,2,160,360,0,0,151,0,0.8,2,0,2,1 42 | 51,0,2,140,308,0,0,142,0,1.5,2,1,2,1 43 | 48,1,1,130,245,0,0,180,0,0.2,1,0,2,1 44 | 45,1,0,104,208,0,0,148,1,3,1,0,2,1 45 | 53,0,0,130,264,0,0,143,0,0.4,1,0,2,1 46 | 39,1,2,140,321,0,0,182,0,0,2,0,2,1 47 | 52,1,1,120,325,0,1,172,0,0.2,2,0,2,1 48 | 44,1,2,140,235,0,0,180,0,0,2,0,2,1 49 | 47,1,2,138,257,0,0,156,0,0,2,0,2,1 50 | 53,0,2,128,216,0,0,115,0,0,2,0,0,1 51 | 53,0,0,138,234,0,0,160,0,0,2,0,2,1 52 | 51,0,2,130,256,0,0,149,0,0.5,2,0,2,1 53 | 66,1,0,120,302,0,0,151,0,0.4,1,0,2,1 54 | 62,1,2,130,231,0,1,146,0,1.8,1,3,3,1 55 | 44,0,2,108,141,0,1,175,0,0.6,1,0,2,1 56 | 63,0,2,135,252,0,0,172,0,0,2,0,2,1 57 | 52,1,1,134,201,0,1,158,0,0.8,2,1,2,1 58 | 48,1,0,122,222,0,0,186,0,0,2,0,2,1 59 | 45,1,0,115,260,0,0,185,0,0,2,0,2,1 60 | 34,1,3,118,182,0,0,174,0,0,2,0,2,1 61 | 57,0,0,128,303,0,0,159,0,0,2,1,2,1 62 | 71,0,2,110,265,1,0,130,0,0,2,1,2,1 63 | 54,1,1,108,309,0,1,156,0,0,2,0,3,1 64 | 52,1,3,118,186,0,0,190,0,0,1,0,1,1 65 | 41,1,1,135,203,0,1,132,0,0,1,0,1,1 66 | 58,1,2,140,211,1,0,165,0,0,2,0,2,1 67 | 35,0,0,138,183,0,1,182,0,1.4,2,0,2,1 68 | 51,1,2,100,222,0,1,143,1,1.2,1,0,2,1 69 | 45,0,1,130,234,0,0,175,0,0.6,1,0,2,1 70 | 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29/03/2020,NM,1,46,1619 92 | 29/03/2020,NV,4,117,628 93 | 29/03/2020,NY,237,7195,16426 94 | 29/03/2020,OH,4,247,247 95 | 29/03/2020,OK,1,52,77 96 | 29/03/2020,OR,0,69,1254 97 | 29/03/2020,PA,4,643,5450 98 | 29/03/2020,PR,2,27,129 99 | 29/03/2020,RI,3,91,326 100 | 29/03/2020,SC,3,235,842 101 | 29/03/2020,SD,0,22,557 102 | 29/03/2020,TN,1,164,2236 103 | 29/03/2020,TX,7,500,500 104 | 29/03/2020,UT,0,117,2681 105 | 29/03/2020,VA,5,151,1443 106 | 29/03/2020,VI,0,1,18 107 | 29/03/2020,VT,0,24,1327 108 | 29/03/2020,WA,14,587,6468 109 | 29/03/2020,WI,0,123,1441 110 | 29/03/2020,WV,0,17,391 111 | 29/03/2020,WY,0,4,83 112 | 28/03/2020,AK,1,16,533 113 | 28/03/2020,AL,0,109,109 114 | 28/03/2020,AR,2,23,1416 115 | 28/03/2020,AS,0,0,0 116 | 28/03/2020,AZ,2,137,137 117 | 28/03/2020,CA,23,764,3933 118 | 28/03/2020,CO,7,304,1554 119 | 28/03/2020,CT,0,0,0 120 | 28/03/2020,DC,1,37,351 121 | 28/03/2020,DE,1,51,51 122 | 28/03/2020,FL,20,998,8178 123 | 28/03/2020,GA,5,365,1186 124 | 28/03/2020,GU,0,4,4 125 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28/03/2020,TN,0,170,2247 159 | 28/03/2020,TX,4,321,1594 160 | 28/03/2020,UT,0,122,2068 161 | 28/03/2020,VA,3,135,1829 162 | 28/03/2020,VI,0,3,54 163 | 28/03/2020,VT,2,27,113 164 | 28/03/2020,WA,28,516,6358 165 | 28/03/2020,WI,0,147,2239 166 | 28/03/2020,WV,0,20,572 167 | 28/03/2020,WY,0,12,276 168 | 27/03/2020,AK,0,10,528 169 | 27/03/2020,AL,2,81,672 170 | 27/03/2020,AR,0,46,87 171 | 27/03/2020,AS,0,0,0 172 | 27/03/2020,AZ,5,159,7267 173 | 27/03/2020,CA,13,873,873 174 | 27/03/2020,CO,5,344,2058 175 | 27/03/2020,CT,6,279,1763 176 | 27/03/2020,DC,0,36,307 177 | 27/03/2020,DE,1,33,33 178 | 27/03/2020,FL,6,410,4855 179 | 27/03/2020,GA,16,476,939 180 | 27/03/2020,GU,0,6,42 181 | 27/03/2020,HI,0,11,11 182 | 27/03/2020,IA,2,56,1218 183 | 27/03/2020,ID,3,66,669 184 | 27/03/2020,IL,8,488,4911 185 | 27/03/2020,IN,7,336,2285 186 | 27/03/2020,KS,1,34,394 187 | 27/03/2020,KY,2,50,716 188 | 27/03/2020,LA,36,441,3330 189 | 27/03/2020,MA,10,823,5750 190 | 27/03/2020,MD,1,194,194 191 | 27/03/2020,ME,1,13,13 192 | 27/03/2020,MI,32,801,801 193 | 27/03/2020,MN,2,52,1053 194 | 27/03/2020,MO,0,167,167 195 | 27/03/2020,MP,0,0,0 196 | 27/03/2020,MS,2,94,363 197 | 27/03/2020,MT,0,37,499 198 | 27/03/2020,NC,1,127,2226 199 | 27/03/2020,ND,0,13,401 200 | 27/03/2020,NE,0,12,189 201 | 27/03/2020,NH,0,21,415 202 | 27/03/2020,NJ,27,1949,4835 203 | 27/03/2020,NM,0,24,720 204 | 27/03/2020,NV,0,115,1579 205 | 27/03/2020,NY,134,7377,23649 206 | 27/03/2020,OH,4,270,2833 207 | 27/03/2020,OK,1,74,200 208 | 27/03/2020,OR,1,87,1644 209 | 27/03/2020,PA,6,531,5106 210 | 27/03/2020,PR,1,15,157 211 | 27/03/2020,RI,0,0,27 212 | 27/03/2020,SC,0,0,0 213 | 27/03/2020,SD,0,12,426 214 | 27/03/2020,TN,3,246,1182 215 | 27/03/2020,TX,5,335,2242 216 | 27/03/2020,UT,1,78,1534 217 | 27/03/2020,VA,1,144,1148 218 | 27/03/2020,VI,0,2,2 219 | 27/03/2020,VT,1,26,253 220 | 27/03/2020,WA,15,627,12088 221 | 27/03/2020,WI,5,135,1692 222 | 27/03/2020,WV,0,25,773 223 | 27/03/2020,WY,0,17,176 224 | 26/03/2020,AK,0,17,169 225 | 26/03/2020,AL,1,223,1287 226 | 26/03/2020,AR,1,55,122 227 | 26/03/2020,AS,0,0,0 228 | 26/03/2020,AZ,2,127,151 229 | 26/03/2020,CA,12,651,2110 230 | 26/03/2020,CO,8,174,363 231 | 26/03/2020,CT,2,137,739 232 | 26/03/2020,DC,1,48,251 233 | 26/03/2020,DE,1,15,15 234 | 26/03/2020,FL,6,673,9040 235 | 26/03/2020,GA,8,278,2747 236 | 26/03/2020,GU,0,8,38 237 | 26/03/2020,HI,0,5,5 238 | 26/03/2020,IA,0,34,34 239 | 26/03/2020,ID,0,50,228 240 | 26/03/2020,IL,7,673,2422 241 | 26/03/2020,IN,3,168,1295 242 | 26/03/2020,KS,0,42,551 243 | 26/03/2020,KY,0,41,278 244 | 26/03/2020,LA,18,510,6578 245 | 26/03/2020,MA,10,579,3827 246 | 26/03/2020,MD,0,157,157 247 | 26/03/2020,ME,0,6,223 248 | 26/03/2020,MI,17,562,5043 249 | 26/03/2020,MN,1,59,1475 250 | 26/03/2020,MO,0,146,146 251 | 26/03/2020,MP,0,0,0 252 | 26/03/2020,MS,4,108,833 253 | 26/03/2020,MT,0,18,198 254 | 26/03/2020,NC,1,132,2421 255 | 26/03/2020,ND,0,13,318 256 | 26/03/2020,NE,0,12,292 257 | 26/03/2020,NH,0,29,674 258 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25/03/2020,SD,0,11,40 326 | 25/03/2020,TN,1,117,612 327 | 25/03/2020,TX,3,564,2327 328 | 25/03/2020,UT,0,47,1014 329 | 25/03/2020,VA,2,101,900 330 | 25/03/2020,VI,0,0,55 331 | 25/03/2020,VT,1,28,177 332 | 25/03/2020,WA,13,248,248 333 | 25/03/2020,WI,2,128,1980 334 | 25/03/2020,WV,0,19,168 335 | 25/03/2020,WY,0,15,259 336 | 24/03/2020,AK,0,14,54 337 | 24/03/2020,AL,0,48,489 338 | 24/03/2020,AR,0,44,85 339 | 24/03/2020,AS,0,0,0 340 | 24/03/2020,AZ,3,92,96 341 | 24/03/2020,CA,13,369,1254 342 | 24/03/2020,CO,1,129,788 343 | 24/03/2020,CT,2,203,800 344 | 24/03/2020,DC,0,21,103 345 | 24/03/2020,DE,0,23,23 346 | 24/03/2020,FL,4,241,2305 347 | 24/03/2020,GA,7,254,415 348 | 24/03/2020,GU,0,3,43 349 | 24/03/2020,HI,1,21,655 350 | 24/03/2020,IA,0,19,291 351 | 24/03/2020,ID,0,3,581 352 | 24/03/2020,IL,4,262,1613 353 | 24/03/2020,IN,5,106,971 354 | 24/03/2020,KS,0,16,1685 355 | 24/03/2020,KY,1,20,0 356 | 24/03/2020,LA,12,216,2655 357 | 24/03/2020,MA,2,382,4827 358 | 24/03/2020,MD,0,61,61 359 | 24/03/2020,ME,0,18,241 360 | 24/03/2020,MI,9,463,463 361 | 24/03/2020,MN,0,27,1066 362 | 24/03/2020,MO,0,0,0 363 | 24/03/2020,MP,0,0,0 364 | 24/03/2020,MS,0,71,480 365 | 24/03/2020,MT,0,12,509 366 | 24/03/2020,NC,0,101,101 367 | 24/03/2020,ND,0,4,105 368 | 24/03/2020,NE,0,2,621 369 | 24/03/2020,NH,1,23,96 370 | 24/03/2020,NJ,17,831,8797 371 | 24/03/2020,NM,0,18,587 372 | 24/03/2020,NV,0,33,497 373 | 24/03/2020,NY,96,4790,12981 374 | 24/03/2020,OH,2,122,122 375 | 24/03/2020,OK,1,25,66 376 | 24/03/2020,OR,3,18,719 377 | 24/03/2020,PA,1,207,2255 378 | 24/03/2020,PR,0,8,87 379 | 24/03/2020,RI,0,0,188 380 | 24/03/2020,SD,0,2,30 381 | 24/03/2020,TN,0,52,7297 382 | 24/03/2020,TX,1,58,1112 383 | 24/03/2020,UT,0,42,776 384 | 24/03/2020,VA,1,36,773 385 | 24/03/2020,VI,0,0,0 386 | 24/03/2020,VT,2,20,354 387 | 24/03/2020,WA,15,225,3058 388 | 24/03/2020,WI,0,41,1228 389 | 24/03/2020,WV,0,4,170 390 | 24/03/2020,WY,0,3,121 391 | 23/03/2020,AK,0,0,0 392 | 23/03/2020,AL,0,29,230 393 | 23/03/2020,AR,0,9,204 394 | 23/03/2020,AS,0,0,0 395 | 23/03/2020,AZ,0,113,140 396 | 23/03/2020,CA,0,197,1460 397 | 23/03/2020,CO,1,116,886 398 | 23/03/2020,CT,5,192,1400 399 | 23/03/2020,DC,1,18,174 400 | 23/03/2020,DE,0,12,12 401 | 23/03/2020,FL,1,341,3414 402 | 23/03/2020,GA,2,172,1049 403 | 23/03/2020,GU,0,2,37 404 | 23/03/2020,HI,0,8,2700 405 | 23/03/2020,IA,0,15,843 406 | 23/03/2020,ID,0,5,139 407 | 23/03/2020,IL,3,224,1536 408 | 23/03/2020,IN,1,58,466 409 | 23/03/2020,KS,0,18,18 410 | 23/03/2020,KY,0,5,295 411 | 23/03/2020,LA,14,335,2450 412 | 23/03/2020,MA,4,131,2817 413 | 23/03/2020,MD,0,44,44 414 | 23/03/2020,ME,0,18,545 415 | 23/03/2020,MI,7,293,293 416 | 23/03/2020,MN,0,66,66 417 | 23/03/2020,MO,0,93,93 418 | 23/03/2020,MP,0,0,0 419 | 23/03/2020,MS,0,42,71 420 | 23/03/2020,MT,0,3,3 421 | 23/03/2020,NC,0,42,2000 422 | 23/03/2020,ND,0,2,95 423 | 23/03/2020,NE,0,2,2 424 | 23/03/2020,NH,0,13,199 425 | 23/03/2020,NJ,7,930,962 426 | 23/03/2020,NM,0,8,607 427 | 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22/03/2020,UT,1,45,1129 496 | 22/03/2020,VA,1,67,547 497 | 22/03/2020,VI,0,0,0 498 | 22/03/2020,VT,0,23,350 499 | 22/03/2020,WA,11,269,3878 500 | 22/03/2020,WI,0,104,1706 501 | 22/03/2020,WV,0,1,56 502 | 22/03/2020,WY,0,1,1 503 | 21/03/2020,AK,0,2,74 504 | 21/03/2020,AL,0,43,43 505 | 21/03/2020,AR,0,22,238 506 | 21/03/2020,AS,0,0,0 507 | 21/03/2020,AZ,1,39,68 508 | 21/03/2020,CA,4,216,1041 509 | 21/03/2020,CO,1,86,728 510 | 21/03/2020,CT,1,0,1502 511 | 21/03/2020,DC,0,6,11 512 | 21/03/2020,DE,0,7,7 513 | 21/03/2020,FL,2,138,4847 514 | 21/03/2020,GA,1,87,678 515 | 21/03/2020,GU,0,1,23 516 | 21/03/2020,HI,0,11,11 517 | 21/03/2020,IA,0,23,430 518 | 21/03/2020,ID,0,8,298 519 | 21/03/2020,IL,1,168,1960 520 | 21/03/2020,IN,2,47,279 521 | 21/03/2020,KS,1,11,11 522 | 21/03/2020,KY,1,7,129 523 | 21/03/2020,LA,4,106,1718 524 | 21/03/2020,MA,0,112,1186 525 | 21/03/2020,MD,1,41,41 526 | 21/03/2020,ME,0,16,16 527 | 21/03/2020,MI,2,238,238 528 | 21/03/2020,MN,1,23,234 529 | 21/03/2020,MO,2,26,26 530 | 21/03/2020,MP,0,0,0 531 | 21/03/2020,MS,0,60,60 532 | 21/03/2020,MT,0,4,219 533 | 21/03/2020,NC,0,47,2043 534 | 21/03/2020,ND,0,8,349 535 | 21/03/2020,NE,0,6,122 536 | 21/03/2020,NH,0,11,239 537 | 21/03/2020,NJ,5,437,467 538 | 21/03/2020,NM,0,14,14 539 | 21/03/2020,NV,1,15,407 540 | 21/03/2020,NY,9,3254,13010 541 | 21/03/2020,OH,2,78,78 542 | 21/03/2020,OK,0,4,26 543 | 21/03/2020,OR,0,0,0 544 | 21/03/2020,PA,1,103,1295 545 | 21/03/2020,PR,0,7,36 546 | 21/03/2020,RI,0,12,220 547 | 21/03/2020,SC,0,71,493 548 | 21/03/2020,SD,0,0,28 549 | 21/03/2020,TN,0,143,2852 550 | 21/03/2020,TX,0,110,1245 551 | 21/03/2020,UT,0,24,413 552 | 21/03/2020,VA,0,38,465 553 | 21/03/2020,VI,0,3,3 554 | 21/03/2020,VT,0,0,0 555 | 21/03/2020,WA,9,148,2531 556 | 21/03/2020,WI,1,75,1248 557 | 21/03/2020,WV,0,4,115 558 | 21/03/2020,WY,0,4,111 559 | 20/03/2020,AK,0,6,292 560 | 20/03/2020,AL,0,13,13 561 | 20/03/2020,AR,0,50,91 562 | 20/03/2020,AS,0,0,0 563 | 20/03/2020,AZ,0,21,57 564 | 20/03/2020,CA,2,139,1776 565 | 20/03/2020,CO,1,61,624 566 | 20/03/2020,CT,2,98,98 567 | 20/03/2020,DC,1,32,380 568 | 20/03/2020,DE,0,8,8 569 | 20/03/2020,FL,2,130,467 570 | 20/03/2020,GA,3,133,555 571 | 20/03/2020,GU,0,2,19 572 | 20/03/2020,HI,0,10,41 573 | 20/03/2020,IA,0,7,566 574 | 20/03/2020,ID,0,12,145 575 | 20/03/2020,IL,1,163,1134 576 | 20/03/2020,IN,0,23,174 577 | 20/03/2020,KS,0,10,10 578 | 20/03/2020,KY,0,12,150 579 | 20/03/2020,LA,4,132,242 580 | 20/03/2020,MA,1,85,959 581 | 20/03/2020,MD,0,42,42 582 | 20/03/2020,ME,0,4,264 583 | 20/03/2020,MI,0,213,169 584 | 20/03/2020,MN,0,26,818 585 | 20/03/2020,MO,0,23,84 586 | 20/03/2020,MP,0,0,0 587 | 20/03/2020,MS,1,30,173 588 | 20/03/2020,MT,0,4,174 589 | 20/03/2020,NC,0,40,728 590 | 20/03/2020,ND,0,5,312 591 | 20/03/2020,NE,0,5,5 592 | 20/03/2020,NH,0,5,129 593 | 20/03/2020,NJ,2,148,202 594 | 20/03/2020,NM,0,8,1017 595 | 20/03/2020,NV,0,14,380 596 | 20/03/2020,NY,23,2950,10143 597 | 20/03/2020,OH,1,50,50 598 | 20/03/2020,OK,0,5,77 599 | 20/03/2020,OR,0,26,700 600 | 20/03/2020,PA,0,83,1049 601 | 20/03/2020,PR,0,9,67 602 | 20/03/2020,RI,0,21,135 603 | 20/03/2020,SC,0,21,271 604 | 20/03/2020,SD,0,3,115 605 | 20/03/2020,TN,0,74,288 606 | 20/03/2020,TX,2,51,2922 607 | 20/03/2020,UT,0,34,621 608 | 20/03/2020,VA,0,20,402 609 | 20/03/2020,VI,0,0,0 610 | 20/03/2020,VT,2,7,141 611 | 20/03/2020,WA,8,189,3607 612 | 20/03/2020,WI,3,51,1314 613 | 20/03/2020,WV,0,5,81 614 | 20/03/2020,WY,0,1,61 615 | 19/03/2020,AL,0,22,22 616 | 19/03/2020,AR,0,13,87 617 | 19/03/2020,AS,0,0,0 618 | 19/03/2020,AZ,0,16,43 619 | 19/03/2020,CA,5,313,1119 620 | 19/03/2020,CO,0,33,528 621 | 19/03/2020,CT,1,28,507 622 | 19/03/2020,DC,0,8,23 623 | 19/03/2020,DE,0,5,5 624 | 19/03/2020,FL,1,76,384 625 | 19/03/2020,GA,9,90,323 626 | 19/03/2020,GU,0,4,16 627 | 19/03/2020,HI,0,2,2 628 | 19/03/2020,IA,0,9,9 629 | 19/03/2020,ID,0,2,0 630 | 19/03/2020,IL,3,134,1096 631 | 19/03/2020,IN,0,17,187 632 | 19/03/2020,KS,0,18,18 633 | 19/03/2020,KY,0,9,109 634 | 19/03/2020,LA,2,107,230 635 | 19/03/2020,MA,0,72,861 636 | 19/03/2020,MD,1,22,22 637 | 19/03/2020,ME,0,10,344 638 | 19/03/2020,MI,3,256,2097 639 | 19/03/2020,MN,0,12,276 640 | 19/03/2020,MO,1,11,66 641 | 19/03/2020,MP,0,0,0 642 | 19/03/2020,MS,0,16,89 643 | 19/03/2020,MT,0,2,264 644 | 19/03/2020,NC,0,34,655 645 | 19/03/2020,ND,0,9,234 646 | 19/03/2020,NE,0,3,37 647 | 19/03/2020,NH,0,13,121 648 | 19/03/2020,NJ,4,315,335 649 | 19/03/2020,NM,0,7,443 650 | 19/03/2020,NV,0,40,1498 651 | 19/03/2020,NY,0,1770,7687 652 | 19/03/2020,OH,0,31,31 653 | 19/03/2020,OK,1,15,103 654 | 19/03/2020,OR,0,13,224 655 | 19/03/2020,PA,1,52,473 656 | 19/03/2020,PR,0,0,25 657 | 19/03/2020,RI,0,0,0 658 | 19/03/2020,SC,0,0,0 659 | 19/03/2020,SD,0,0,0 660 | 19/03/2020,TN,0,56,56 661 | 19/03/2020,TX,1,60,448 662 | 19/03/2020,UT,0,15,1332 663 | 19/03/2020,VA,1,17,645 664 | 19/03/2020,VI,0,1,1 665 | 19/03/2020,VT,0,3,56 666 | 19/03/2020,WA,14,175,2976 667 | 19/03/2020,WI,0,49,664 668 | 19/03/2020,WV,0,1,22 669 | 19/03/2020,WY,0,3,96 670 | 18/03/2020,AK,0,3,75 671 | 18/03/2020,AL,0,10,10 672 | 18/03/2020,AR,0,11,50 673 | 18/03/2020,AS,0,0,0 674 | 18/03/2020,AZ,0,8,14 675 | 18/03/2020,CA,2,128,128 676 | 18/03/2020,CO,1,23,584 677 | 18/03/2020,CT,0,27,27 678 | 18/03/2020,DC,0,9,43 679 | 18/03/2020,DE,0,9,9 680 | 18/03/2020,FL,1,128,413 681 | 18/03/2020,GA,0,51,1362 682 | 18/03/2020,GU,0,3,19 683 | 18/03/2020,HI,0,4,97 684 | 18/03/2020,IA,0,6,6 685 | 18/03/2020,ID,0,2,115 686 | 18/03/2020,IL,0,128,551 687 | 18/03/2020,IN,0,9,34 688 | 18/03/2020,KS,0,1,36 689 | 18/03/2020,KY,0,4,63 690 | 18/03/2020,LA,2,69,118 691 | 18/03/2020,MA,0,38,512 692 | 18/03/2020,MD,0,28,28 693 | 18/03/2020,ME,0,11,378 694 | 18/03/2020,MI,0,15,15 695 | 18/03/2020,MN,0,17,426 696 | 18/03/2020,MO,0,5,51 697 | 18/03/2020,MP,0,0,0 698 | 18/03/2020,MS,0,13,124 699 | 18/03/2020,MT,0,2,198 700 | 18/03/2020,NC,0,23,1336 701 | 18/03/2020,ND,0,3,51 702 | 18/03/2020,NE,0,3,3 703 | 18/03/2020,NH,0,9,167 704 | 18/03/2020,NJ,2,160,187 705 | 18/03/2020,NM,0,5,1082 706 | 18/03/2020,NV,0,0,0 707 | 18/03/2020,NY,5,682,7391 708 | 18/03/2020,OH,0,21,21 709 | 18/03/2020,OK,0,12,143 710 | 18/03/2020,OR,3,28,457 711 | 18/03/2020,PA,0,37,345 712 | 18/03/2020,PR,0,0,18 713 | 18/03/2020,RI,0,12,244 714 | 18/03/2020,SC,0,27,299 715 | 18/03/2020,SD,1,0,0 716 | 18/03/2020,TN,0,25,44 717 | 18/03/2020,TX,1,19,639 718 | 18/03/2020,UT,0,12,12 719 | 18/03/2020,VA,0,10,250 720 | 18/03/2020,VI,0,0,0 721 | 18/03/2020,VT,0,9,106 722 | 18/03/2020,WA,4,108,1643 723 | 18/03/2020,WI,0,34,573 724 | 18/03/2020,WV,0,1,43 725 | 18/03/2020,WY,0,5,88 726 | 17/03/2020,AK,0,2,193 727 | 17/03/2020,AL,0,8,8 728 | 17/03/2020,AR,0,0,65 729 | 17/03/2020,AS,0,0,0 730 | 17/03/2020,AZ,0,2,19 731 | 17/03/2020,CA,5,148,148 732 | 17/03/2020,CO,0,29,458 733 | 17/03/2020,CT,0,15,15 734 | 17/03/2020,DC,0,5,13 735 | 17/03/2020,DE,0,8,8 736 | 17/03/2020,FL,2,45,301 737 | 17/03/2020,GA,0,25,25 738 | 17/03/2020,GU,0,2,20 739 | 17/03/2020,HI,0,3,3 740 | 17/03/2020,IA,0,1,1 741 | 17/03/2020,ID,0,2,83 742 | 17/03/2020,IL,1,67,475 743 | 17/03/2020,IN,1,6,20 744 | 17/03/2020,KS,0,4,220 745 | 17/03/2020,KY,0,1,62 746 | 17/03/2020,LA,2,57,155 747 | 17/03/2020,MA,0,54,1243 748 | 17/03/2020,MD,0,20,20 749 | 17/03/2020,ME,0,15,554 750 | 17/03/2020,MI,0,12,12 751 | 17/03/2020,MN,0,6,443 752 | 17/03/2020,MO,0,2,45 753 | 17/03/2020,MP,0,0,0 754 | 17/03/2020,MS,0,9,100 755 | 17/03/2020,MT,0,1,106 756 | 17/03/2020,NC,0,7,185 757 | 17/03/2020,ND,0,2,99 758 | 17/03/2020,NE,0,3,39 759 | 17/03/2020,NH,0,4,88 760 | 17/03/2020,NJ,1,89,132 761 | 17/03/2020,NM,0,6,689 762 | 17/03/2020,NV,0,10,10 763 | 17/03/2020,NY,0,750,1713 764 | 17/03/2020,OH,0,17,17 765 | 17/03/2020,OK,0,7,80 766 | 17/03/2020,OR,0,8,118 767 | 17/03/2020,PA,0,20,229 768 | 17/03/2020,PR,0,0,4 769 | 17/03/2020,RI,0,0,0 770 | 17/03/2020,SC,0,5,81 771 | 17/03/2020,SD,0,1,58 772 | 17/03/2020,TN,0,21,81 773 | 17/03/2020,TX,1,7,1211 774 | 17/03/2020,UT,0,12,12 775 | 17/03/2020,VA,0,16,539 776 | 17/03/2020,VI,0,1,1 777 | 17/03/2020,VT,0,2,76 778 | 17/03/2020,WA,6,135,2266 779 | 17/03/2020,WI,0,25,559 780 | 17/03/2020,WV,0,0,0 781 | 17/03/2020,WY,0,7,102 782 | 16/03/2020,AK,0,0,0 783 | 16/03/2020,AL,0,16,16 784 | 16/03/2020,AR,0,6,35 785 | 16/03/2020,AS,0,0,0 786 | 16/03/2020,AZ,0,6,10 787 | 16/03/2020,CA,1,42,7107 788 | 16/03/2020,CO,0,0,0 789 | 16/03/2020,CT,0,6,6 790 | 16/03/2020,DC,0,1,18 791 | 16/03/2020,DE,0,2,2 792 | 16/03/2020,FL,0,25,31 793 | 16/03/2020,GA,0,22,22 794 | 16/03/2020,GU,0,0,0 795 | 16/03/2020,HI,0,5,5 796 | 16/03/2020,IA,0,4,4 797 | 16/03/2020,ID,0,0,91 798 | 16/03/2020,IL,0,29,512 799 | 16/03/2020,IN,1,5,18 800 | 16/03/2020,KS,0,3,34 801 | 16/03/2020,KY,1,5,100 802 | 16/03/2020,LA,0,23,55 803 | 16/03/2020,MA,0,26,26 804 | 16/03/2020,MD,0,6,6 805 | 16/03/2020,ME,0,14,687 806 | 16/03/2020,MI,0,20,87 807 | 16/03/2020,MN,0,19,471 808 | 16/03/2020,MO,0,1,43 809 | 16/03/2020,MP,0,0,0 810 | 16/03/2020,MS,0,2,195 811 | 16/03/2020,MT,0,0,95 812 | 16/03/2020,NC,0,1,70 813 | 16/03/2020,ND,0,0,28 814 | 16/03/2020,NE,0,1,91 815 | 16/03/2020,NH,0,0,0 816 | 16/03/2020,NJ,0,80,80 817 | 16/03/2020,NM,0,4,88 818 | 16/03/2020,NV,1,24,24 819 | 16/03/2020,NY,4,221,221 820 | 16/03/2020,OH,0,14,15 821 | 16/03/2020,OK,0,1,57 822 | 16/03/2020,OR,0,3,162 823 | 16/03/2020,PA,0,13,478 824 | 16/03/2020,PR,0,0,0 825 | 16/03/2020,RI,0,1,111 826 | 16/03/2020,SC,1,9,90 827 | 16/03/2020,SD,0,1,168 828 | 16/03/2020,TN,0,13,126 829 | 16/03/2020,TX,0,1,1 830 | 16/03/2020,UT,0,11,11 831 | 16/03/2020,VA,0,6,81 832 | 16/03/2020,VI,0,0,0 833 | 16/03/2020,VT,0,4,77 834 | 16/03/2020,WA,2,127,2456 835 | 16/03/2020,WI,0,14,205 836 | 16/03/2020,WV,0,0,42 837 | 16/03/2020,WY,0,0,0 838 | 15/03/2020,AK,0,0,0 839 | 15/03/2020,AL,0,6,12 840 | 15/03/2020,AR,0,4,42 841 | 15/03/2020,AZ,0,0,0 842 | 15/03/2020,CA,0,41,41 843 | 15/03/2020,CO,0,30,47 844 | 15/03/2020,CT,0,9,9 845 | 15/03/2020,DC,0,6,36 846 | 15/03/2020,DE,0,0,0 847 | 15/03/2020,FL,1,39,239 848 | 15/03/2020,GA,0,33,33 849 | 15/03/2020,HI,0,0,0 850 | 15/03/2020,IA,0,1,1 851 | 15/03/2020,ID,0,3,3 852 | 15/03/2020,IL,0,18,151 853 | 15/03/2020,IN,0,4,32 854 | 15/03/2020,KS,0,2,44 855 | 15/03/2020,KY,0,2,2 856 | 15/03/2020,LA,2,22,69 857 | 15/03/2020,MA,0,0,0 858 | 15/03/2020,MD,0,5,5 859 | 15/03/2020,ME,0,0,0 860 | 15/03/2020,MI,0,8,8 861 | 15/03/2020,MN,0,14,554 862 | 15/03/2020,MO,0,1,33 863 | 15/03/2020,MS,0,4,4 864 | 15/03/2020,MT,0,2,2 865 | 15/03/2020,NC,0,9,99 866 | 15/03/2020,ND,0,0,41 867 | 15/03/2020,NE,0,3,3 868 | 15/03/2020,NH,0,6,65 869 | 15/03/2020,NJ,1,48,71 870 | 15/03/2020,NM,0,3,248 871 | 15/03/2020,NV,0,1,1 872 | 15/03/2020,NY,3,205,1969 873 | 15/03/2020,OH,0,23,112 874 | 15/03/2020,OK,0,5,87 875 | 15/03/2020,OR,0,6,89 876 | 15/03/2020,PA,0,16,16 877 | 15/03/2020,RI,0,0,0 878 | 15/03/2020,SC,0,6,50 879 | 15/03/2020,SD,0,0,145 880 | 15/03/2020,TN,0,7,34 881 | 15/03/2020,TX,0,5,5 882 | 15/03/2020,UT,0,22,22 883 | 15/03/2020,VA,1,15,261 884 | 15/03/2020,VT,0,0,121 885 | 15/03/2020,WA,3,74,1195 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04/03/2020,FL,0,0,0 1358 | 04/03/2020,GA,0,0,0 1359 | 04/03/2020,IL,0,0,0 1360 | 04/03/2020,MA,0,0,0 1361 | 04/03/2020,NC,0,0,0 1362 | 04/03/2020,NH,0,0,0 1363 | 04/03/2020,NY,0,0,0 1364 | 04/03/2020,OR,0,0,0 1365 | 04/03/2020,SC,0,0,0 1366 | 04/03/2020,TX,0,0,0 1367 | 04/03/2020,WA,0,0,0 1368 | -------------------------------------------------------------------------------- /datasets/day.csv: -------------------------------------------------------------------------------- 1 | instant,dteday,season,yr,mnth,holiday,weekday,workingday,weathersit,temp,atemp,hum,windspeed,casual,registered,cnt 2 | 1,2011-01-01,1,0,1,0,6,0,2,0.344167,0.363625,0.805833,0.160446,331,654,985 3 | 2,2011-01-02,1,0,1,0,0,0,2,0.363478,0.353739,0.696087,0.248539,131,670,801 4 | 3,2011-01-03,1,0,1,0,1,1,1,0.196364,0.189405,0.437273,0.248309,120,1229,1349 5 | 4,2011-01-04,1,0,1,0,2,1,1,0.2,0.212122,0.590435,0.160296,108,1454,1562 6 | 5,2011-01-05,1,0,1,0,3,1,1,0.226957,0.22927,0.436957,0.1869,82,1518,1600 7 | 6,2011-01-06,1,0,1,0,4,1,1,0.204348,0.233209,0.518261,0.0895652,88,1518,1606 8 | 7,2011-01-07,1,0,1,0,5,1,2,0.196522,0.208839,0.498696,0.168726,148,1362,1510 9 | 8,2011-01-08,1,0,1,0,6,0,2,0.165,0.162254,0.535833,0.266804,68,891,959 10 | 9,2011-01-09,1,0,1,0,0,0,1,0.138333,0.116175,0.434167,0.36195,54,768,822 11 | 10,2011-01-10,1,0,1,0,1,1,1,0.150833,0.150888,0.482917,0.223267,41,1280,1321 12 | 11,2011-01-11,1,0,1,0,2,1,2,0.169091,0.191464,0.686364,0.122132,43,1220,1263 13 | 12,2011-01-12,1,0,1,0,3,1,1,0.172727,0.160473,0.599545,0.304627,25,1137,1162 14 | 13,2011-01-13,1,0,1,0,4,1,1,0.165,0.150883,0.470417,0.301,38,1368,1406 15 | 14,2011-01-14,1,0,1,0,5,1,1,0.16087,0.188413,0.537826,0.126548,54,1367,1421 16 | 15,2011-01-15,1,0,1,0,6,0,2,0.233333,0.248112,0.49875,0.157963,222,1026,1248 17 | 16,2011-01-16,1,0,1,0,0,0,1,0.231667,0.234217,0.48375,0.188433,251,953,1204 18 | 17,2011-01-17,1,0,1,1,1,0,2,0.175833,0.176771,0.5375,0.194017,117,883,1000 19 | 18,2011-01-18,1,0,1,0,2,1,2,0.216667,0.232333,0.861667,0.146775,9,674,683 20 | 19,2011-01-19,1,0,1,0,3,1,2,0.292174,0.298422,0.741739,0.208317,78,1572,1650 21 | 20,2011-01-20,1,0,1,0,4,1,2,0.261667,0.25505,0.538333,0.195904,83,1844,1927 22 | 21,2011-01-21,1,0,1,0,5,1,1,0.1775,0.157833,0.457083,0.353242,75,1468,1543 23 | 22,2011-01-22,1,0,1,0,6,0,1,0.0591304,0.0790696,0.4,0.17197,93,888,981 24 | 23,2011-01-23,1,0,1,0,0,0,1,0.0965217,0.0988391,0.436522,0.2466,150,836,986 25 | 24,2011-01-24,1,0,1,0,1,1,1,0.0973913,0.11793,0.491739,0.15833,86,1330,1416 26 | 25,2011-01-25,1,0,1,0,2,1,2,0.223478,0.234526,0.616957,0.129796,186,1799,1985 27 | 26,2011-01-26,1,0,1,0,3,1,3,0.2175,0.2036,0.8625,0.29385,34,472,506 28 | 27,2011-01-27,1,0,1,0,4,1,1,0.195,0.2197,0.6875,0.113837,15,416,431 29 | 28,2011-01-28,1,0,1,0,5,1,2,0.203478,0.223317,0.793043,0.1233,38,1129,1167 30 | 29,2011-01-29,1,0,1,0,6,0,1,0.196522,0.212126,0.651739,0.145365,123,975,1098 31 | 30,2011-01-30,1,0,1,0,0,0,1,0.216522,0.250322,0.722174,0.0739826,140,956,1096 32 | 31,2011-01-31,1,0,1,0,1,1,2,0.180833,0.18625,0.60375,0.187192,42,1459,1501 33 | 32,2011-02-01,1,0,2,0,2,1,2,0.192174,0.23453,0.829565,0.053213,47,1313,1360 34 | 33,2011-02-02,1,0,2,0,3,1,2,0.26,0.254417,0.775417,0.264308,72,1454,1526 35 | 34,2011-02-03,1,0,2,0,4,1,1,0.186957,0.177878,0.437826,0.277752,61,1489,1550 36 | 35,2011-02-04,1,0,2,0,5,1,2,0.211304,0.228587,0.585217,0.127839,88,1620,1708 37 | 36,2011-02-05,1,0,2,0,6,0,2,0.233333,0.243058,0.929167,0.161079,100,905,1005 38 | 37,2011-02-06,1,0,2,0,0,0,1,0.285833,0.291671,0.568333,0.1418,354,1269,1623 39 | 38,2011-02-07,1,0,2,0,1,1,1,0.271667,0.303658,0.738333,0.0454083,120,1592,1712 40 | 39,2011-02-08,1,0,2,0,2,1,1,0.220833,0.198246,0.537917,0.36195,64,1466,1530 41 | 40,2011-02-09,1,0,2,0,3,1,2,0.134783,0.144283,0.494783,0.188839,53,1552,1605 42 | 41,2011-02-10,1,0,2,0,4,1,1,0.144348,0.149548,0.437391,0.221935,47,1491,1538 43 | 42,2011-02-11,1,0,2,0,5,1,1,0.189091,0.213509,0.506364,0.10855,149,1597,1746 44 | 43,2011-02-12,1,0,2,0,6,0,1,0.2225,0.232954,0.544167,0.203367,288,1184,1472 45 | 44,2011-02-13,1,0,2,0,0,0,1,0.316522,0.324113,0.457391,0.260883,397,1192,1589 46 | 45,2011-02-14,1,0,2,0,1,1,1,0.415,0.39835,0.375833,0.417908,208,1705,1913 47 | 46,2011-02-15,1,0,2,0,2,1,1,0.266087,0.254274,0.314348,0.291374,140,1675,1815 48 | 47,2011-02-16,1,0,2,0,3,1,1,0.318261,0.3162,0.423478,0.251791,218,1897,2115 49 | 48,2011-02-17,1,0,2,0,4,1,1,0.435833,0.428658,0.505,0.230104,259,2216,2475 50 | 49,2011-02-18,1,0,2,0,5,1,1,0.521667,0.511983,0.516667,0.264925,579,2348,2927 51 | 50,2011-02-19,1,0,2,0,6,0,1,0.399167,0.391404,0.187917,0.507463,532,1103,1635 52 | 51,2011-02-20,1,0,2,0,0,0,1,0.285217,0.27733,0.407826,0.223235,639,1173,1812 53 | 52,2011-02-21,1,0,2,1,1,0,2,0.303333,0.284075,0.605,0.307846,195,912,1107 54 | 53,2011-02-22,1,0,2,0,2,1,1,0.182222,0.186033,0.577778,0.195683,74,1376,1450 55 | 54,2011-02-23,1,0,2,0,3,1,1,0.221739,0.245717,0.423043,0.094113,139,1778,1917 56 | 55,2011-02-24,1,0,2,0,4,1,2,0.295652,0.289191,0.697391,0.250496,100,1707,1807 57 | 56,2011-02-25,1,0,2,0,5,1,2,0.364348,0.350461,0.712174,0.346539,120,1341,1461 58 | 57,2011-02-26,1,0,2,0,6,0,1,0.2825,0.282192,0.537917,0.186571,424,1545,1969 59 | 58,2011-02-27,1,0,2,0,0,0,1,0.343478,0.351109,0.68,0.125248,694,1708,2402 60 | 59,2011-02-28,1,0,2,0,1,1,2,0.407273,0.400118,0.876364,0.289686,81,1365,1446 61 | 60,2011-03-01,1,0,3,0,2,1,1,0.266667,0.263879,0.535,0.216425,137,1714,1851 62 | 61,2011-03-02,1,0,3,0,3,1,1,0.335,0.320071,0.449583,0.307833,231,1903,2134 63 | 62,2011-03-03,1,0,3,0,4,1,1,0.198333,0.200133,0.318333,0.225754,123,1562,1685 64 | 63,2011-03-04,1,0,3,0,5,1,2,0.261667,0.255679,0.610417,0.203346,214,1730,1944 65 | 64,2011-03-05,1,0,3,0,6,0,2,0.384167,0.378779,0.789167,0.251871,640,1437,2077 66 | 65,2011-03-06,1,0,3,0,0,0,2,0.376522,0.366252,0.948261,0.343287,114,491,605 67 | 66,2011-03-07,1,0,3,0,1,1,1,0.261739,0.238461,0.551304,0.341352,244,1628,1872 68 | 67,2011-03-08,1,0,3,0,2,1,1,0.2925,0.3024,0.420833,0.12065,316,1817,2133 69 | 68,2011-03-09,1,0,3,0,3,1,2,0.295833,0.286608,0.775417,0.22015,191,1700,1891 70 | 69,2011-03-10,1,0,3,0,4,1,3,0.389091,0.385668,0,0.261877,46,577,623 71 | 70,2011-03-11,1,0,3,0,5,1,2,0.316522,0.305,0.649565,0.23297,247,1730,1977 72 | 71,2011-03-12,1,0,3,0,6,0,1,0.329167,0.32575,0.594583,0.220775,724,1408,2132 73 | 72,2011-03-13,1,0,3,0,0,0,1,0.384348,0.380091,0.527391,0.270604,982,1435,2417 74 | 73,2011-03-14,1,0,3,0,1,1,1,0.325217,0.332,0.496957,0.136926,359,1687,2046 75 | 74,2011-03-15,1,0,3,0,2,1,2,0.317391,0.318178,0.655652,0.184309,289,1767,2056 76 | 75,2011-03-16,1,0,3,0,3,1,2,0.365217,0.36693,0.776522,0.203117,321,1871,2192 77 | 76,2011-03-17,1,0,3,0,4,1,1,0.415,0.410333,0.602917,0.209579,424,2320,2744 78 | 77,2011-03-18,1,0,3,0,5,1,1,0.54,0.527009,0.525217,0.231017,884,2355,3239 79 | 78,2011-03-19,1,0,3,0,6,0,1,0.4725,0.466525,0.379167,0.368167,1424,1693,3117 80 | 79,2011-03-20,1,0,3,0,0,0,1,0.3325,0.32575,0.47375,0.207721,1047,1424,2471 81 | 80,2011-03-21,2,0,3,0,1,1,2,0.430435,0.409735,0.737391,0.288783,401,1676,2077 82 | 81,2011-03-22,2,0,3,0,2,1,1,0.441667,0.440642,0.624583,0.22575,460,2243,2703 83 | 82,2011-03-23,2,0,3,0,3,1,2,0.346957,0.337939,0.839565,0.234261,203,1918,2121 84 | 83,2011-03-24,2,0,3,0,4,1,2,0.285,0.270833,0.805833,0.243787,166,1699,1865 85 | 84,2011-03-25,2,0,3,0,5,1,1,0.264167,0.256312,0.495,0.230725,300,1910,2210 86 | 85,2011-03-26,2,0,3,0,6,0,1,0.265833,0.257571,0.394167,0.209571,981,1515,2496 87 | 86,2011-03-27,2,0,3,0,0,0,2,0.253043,0.250339,0.493913,0.1843,472,1221,1693 88 | 87,2011-03-28,2,0,3,0,1,1,1,0.264348,0.257574,0.302174,0.212204,222,1806,2028 89 | 88,2011-03-29,2,0,3,0,2,1,1,0.3025,0.292908,0.314167,0.226996,317,2108,2425 90 | 89,2011-03-30,2,0,3,0,3,1,2,0.3,0.29735,0.646667,0.172888,168,1368,1536 91 | 90,2011-03-31,2,0,3,0,4,1,3,0.268333,0.257575,0.918333,0.217646,179,1506,1685 92 | 91,2011-04-01,2,0,4,0,5,1,2,0.3,0.283454,0.68625,0.258708,307,1920,2227 93 | 92,2011-04-02,2,0,4,0,6,0,2,0.315,0.315637,0.65375,0.197146,898,1354,2252 94 | 93,2011-04-03,2,0,4,0,0,0,1,0.378333,0.378767,0.48,0.182213,1651,1598,3249 95 | 94,2011-04-04,2,0,4,0,1,1,1,0.573333,0.542929,0.42625,0.385571,734,2381,3115 96 | 95,2011-04-05,2,0,4,0,2,1,2,0.414167,0.39835,0.642083,0.388067,167,1628,1795 97 | 96,2011-04-06,2,0,4,0,3,1,1,0.390833,0.387608,0.470833,0.263063,413,2395,2808 98 | 97,2011-04-07,2,0,4,0,4,1,1,0.4375,0.433696,0.602917,0.162312,571,2570,3141 99 | 98,2011-04-08,2,0,4,0,5,1,2,0.335833,0.324479,0.83625,0.226992,172,1299,1471 100 | 99,2011-04-09,2,0,4,0,6,0,2,0.3425,0.341529,0.8775,0.133083,879,1576,2455 101 | 100,2011-04-10,2,0,4,0,0,0,2,0.426667,0.426737,0.8575,0.146767,1188,1707,2895 102 | 101,2011-04-11,2,0,4,0,1,1,2,0.595652,0.565217,0.716956,0.324474,855,2493,3348 103 | 102,2011-04-12,2,0,4,0,2,1,2,0.5025,0.493054,0.739167,0.274879,257,1777,2034 104 | 103,2011-04-13,2,0,4,0,3,1,2,0.4125,0.417283,0.819167,0.250617,209,1953,2162 105 | 104,2011-04-14,2,0,4,0,4,1,1,0.4675,0.462742,0.540417,0.1107,529,2738,3267 106 | 105,2011-04-15,2,0,4,1,5,0,1,0.446667,0.441913,0.67125,0.226375,642,2484,3126 107 | 106,2011-04-16,2,0,4,0,6,0,3,0.430833,0.425492,0.888333,0.340808,121,674,795 108 | 107,2011-04-17,2,0,4,0,0,0,1,0.456667,0.445696,0.479583,0.303496,1558,2186,3744 109 | 108,2011-04-18,2,0,4,0,1,1,1,0.5125,0.503146,0.5425,0.163567,669,2760,3429 110 | 109,2011-04-19,2,0,4,0,2,1,2,0.505833,0.489258,0.665833,0.157971,409,2795,3204 111 | 110,2011-04-20,2,0,4,0,3,1,1,0.595,0.564392,0.614167,0.241925,613,3331,3944 112 | 111,2011-04-21,2,0,4,0,4,1,1,0.459167,0.453892,0.407083,0.325258,745,3444,4189 113 | 112,2011-04-22,2,0,4,0,5,1,2,0.336667,0.321954,0.729583,0.219521,177,1506,1683 114 | 113,2011-04-23,2,0,4,0,6,0,2,0.46,0.450121,0.887917,0.230725,1462,2574,4036 115 | 114,2011-04-24,2,0,4,0,0,0,2,0.581667,0.551763,0.810833,0.192175,1710,2481,4191 116 | 115,2011-04-25,2,0,4,0,1,1,1,0.606667,0.5745,0.776667,0.185333,773,3300,4073 117 | 116,2011-04-26,2,0,4,0,2,1,1,0.631667,0.594083,0.729167,0.3265,678,3722,4400 118 | 117,2011-04-27,2,0,4,0,3,1,2,0.62,0.575142,0.835417,0.3122,547,3325,3872 119 | 118,2011-04-28,2,0,4,0,4,1,2,0.6175,0.578929,0.700833,0.320908,569,3489,4058 120 | 119,2011-04-29,2,0,4,0,5,1,1,0.51,0.497463,0.457083,0.240063,878,3717,4595 121 | 120,2011-04-30,2,0,4,0,6,0,1,0.4725,0.464021,0.503333,0.235075,1965,3347,5312 122 | 121,2011-05-01,2,0,5,0,0,0,2,0.451667,0.448204,0.762083,0.106354,1138,2213,3351 123 | 122,2011-05-02,2,0,5,0,1,1,2,0.549167,0.532833,0.73,0.183454,847,3554,4401 124 | 123,2011-05-03,2,0,5,0,2,1,2,0.616667,0.582079,0.697083,0.342667,603,3848,4451 125 | 124,2011-05-04,2,0,5,0,3,1,2,0.414167,0.40465,0.737083,0.328996,255,2378,2633 126 | 125,2011-05-05,2,0,5,0,4,1,1,0.459167,0.441917,0.444167,0.295392,614,3819,4433 127 | 126,2011-05-06,2,0,5,0,5,1,1,0.479167,0.474117,0.59,0.228246,894,3714,4608 128 | 127,2011-05-07,2,0,5,0,6,0,1,0.52,0.512621,0.54125,0.16045,1612,3102,4714 129 | 128,2011-05-08,2,0,5,0,0,0,1,0.528333,0.518933,0.631667,0.0746375,1401,2932,4333 130 | 129,2011-05-09,2,0,5,0,1,1,1,0.5325,0.525246,0.58875,0.176,664,3698,4362 131 | 130,2011-05-10,2,0,5,0,2,1,1,0.5325,0.522721,0.489167,0.115671,694,4109,4803 132 | 131,2011-05-11,2,0,5,0,3,1,1,0.5425,0.5284,0.632917,0.120642,550,3632,4182 133 | 132,2011-05-12,2,0,5,0,4,1,1,0.535,0.523363,0.7475,0.189667,695,4169,4864 134 | 133,2011-05-13,2,0,5,0,5,1,2,0.5125,0.4943,0.863333,0.179725,692,3413,4105 135 | 134,2011-05-14,2,0,5,0,6,0,2,0.520833,0.500629,0.9225,0.13495,902,2507,3409 136 | 135,2011-05-15,2,0,5,0,0,0,2,0.5625,0.536,0.867083,0.152979,1582,2971,4553 137 | 136,2011-05-16,2,0,5,0,1,1,1,0.5775,0.550512,0.787917,0.126871,773,3185,3958 138 | 137,2011-05-17,2,0,5,0,2,1,2,0.561667,0.538529,0.837917,0.277354,678,3445,4123 139 | 138,2011-05-18,2,0,5,0,3,1,2,0.55,0.527158,0.87,0.201492,536,3319,3855 140 | 139,2011-05-19,2,0,5,0,4,1,2,0.530833,0.510742,0.829583,0.108213,735,3840,4575 141 | 140,2011-05-20,2,0,5,0,5,1,1,0.536667,0.529042,0.719583,0.125013,909,4008,4917 142 | 141,2011-05-21,2,0,5,0,6,0,1,0.6025,0.571975,0.626667,0.12065,2258,3547,5805 143 | 142,2011-05-22,2,0,5,0,0,0,1,0.604167,0.5745,0.749583,0.148008,1576,3084,4660 144 | 143,2011-05-23,2,0,5,0,1,1,2,0.631667,0.590296,0.81,0.233842,836,3438,4274 145 | 144,2011-05-24,2,0,5,0,2,1,2,0.66,0.604813,0.740833,0.207092,659,3833,4492 146 | 145,2011-05-25,2,0,5,0,3,1,1,0.660833,0.615542,0.69625,0.154233,740,4238,4978 147 | 146,2011-05-26,2,0,5,0,4,1,1,0.708333,0.654688,0.6775,0.199642,758,3919,4677 148 | 147,2011-05-27,2,0,5,0,5,1,1,0.681667,0.637008,0.65375,0.240679,871,3808,4679 149 | 148,2011-05-28,2,0,5,0,6,0,1,0.655833,0.612379,0.729583,0.230092,2001,2757,4758 150 | 149,2011-05-29,2,0,5,0,0,0,1,0.6675,0.61555,0.81875,0.213938,2355,2433,4788 151 | 150,2011-05-30,2,0,5,1,1,0,1,0.733333,0.671092,0.685,0.131225,1549,2549,4098 152 | 151,2011-05-31,2,0,5,0,2,1,1,0.775,0.725383,0.636667,0.111329,673,3309,3982 153 | 152,2011-06-01,2,0,6,0,3,1,2,0.764167,0.720967,0.677083,0.207092,513,3461,3974 154 | 153,2011-06-02,2,0,6,0,4,1,1,0.715,0.643942,0.305,0.292287,736,4232,4968 155 | 154,2011-06-03,2,0,6,0,5,1,1,0.62,0.587133,0.354167,0.253121,898,4414,5312 156 | 155,2011-06-04,2,0,6,0,6,0,1,0.635,0.594696,0.45625,0.123142,1869,3473,5342 157 | 156,2011-06-05,2,0,6,0,0,0,2,0.648333,0.616804,0.6525,0.138692,1685,3221,4906 158 | 157,2011-06-06,2,0,6,0,1,1,1,0.678333,0.621858,0.6,0.121896,673,3875,4548 159 | 158,2011-06-07,2,0,6,0,2,1,1,0.7075,0.65595,0.597917,0.187808,763,4070,4833 160 | 159,2011-06-08,2,0,6,0,3,1,1,0.775833,0.727279,0.622083,0.136817,676,3725,4401 161 | 160,2011-06-09,2,0,6,0,4,1,2,0.808333,0.757579,0.568333,0.149883,563,3352,3915 162 | 161,2011-06-10,2,0,6,0,5,1,1,0.755,0.703292,0.605,0.140554,815,3771,4586 163 | 162,2011-06-11,2,0,6,0,6,0,1,0.725,0.678038,0.654583,0.15485,1729,3237,4966 164 | 163,2011-06-12,2,0,6,0,0,0,1,0.6925,0.643325,0.747917,0.163567,1467,2993,4460 165 | 164,2011-06-13,2,0,6,0,1,1,1,0.635,0.601654,0.494583,0.30535,863,4157,5020 166 | 165,2011-06-14,2,0,6,0,2,1,1,0.604167,0.591546,0.507083,0.269283,727,4164,4891 167 | 166,2011-06-15,2,0,6,0,3,1,1,0.626667,0.587754,0.471667,0.167912,769,4411,5180 168 | 167,2011-06-16,2,0,6,0,4,1,2,0.628333,0.595346,0.688333,0.206471,545,3222,3767 169 | 168,2011-06-17,2,0,6,0,5,1,1,0.649167,0.600383,0.735833,0.143029,863,3981,4844 170 | 169,2011-06-18,2,0,6,0,6,0,1,0.696667,0.643954,0.670417,0.119408,1807,3312,5119 171 | 170,2011-06-19,2,0,6,0,0,0,2,0.699167,0.645846,0.666667,0.102,1639,3105,4744 172 | 171,2011-06-20,2,0,6,0,1,1,2,0.635,0.595346,0.74625,0.155475,699,3311,4010 173 | 172,2011-06-21,3,0,6,0,2,1,2,0.680833,0.637646,0.770417,0.171025,774,4061,4835 174 | 173,2011-06-22,3,0,6,0,3,1,1,0.733333,0.693829,0.7075,0.172262,661,3846,4507 175 | 174,2011-06-23,3,0,6,0,4,1,2,0.728333,0.693833,0.703333,0.238804,746,4044,4790 176 | 175,2011-06-24,3,0,6,0,5,1,1,0.724167,0.656583,0.573333,0.222025,969,4022,4991 177 | 176,2011-06-25,3,0,6,0,6,0,1,0.695,0.643313,0.483333,0.209571,1782,3420,5202 178 | 177,2011-06-26,3,0,6,0,0,0,1,0.68,0.637629,0.513333,0.0945333,1920,3385,5305 179 | 178,2011-06-27,3,0,6,0,1,1,2,0.6825,0.637004,0.658333,0.107588,854,3854,4708 180 | 179,2011-06-28,3,0,6,0,2,1,1,0.744167,0.692558,0.634167,0.144283,732,3916,4648 181 | 180,2011-06-29,3,0,6,0,3,1,1,0.728333,0.654688,0.497917,0.261821,848,4377,5225 182 | 181,2011-06-30,3,0,6,0,4,1,1,0.696667,0.637008,0.434167,0.185312,1027,4488,5515 183 | 182,2011-07-01,3,0,7,0,5,1,1,0.7225,0.652162,0.39625,0.102608,1246,4116,5362 184 | 183,2011-07-02,3,0,7,0,6,0,1,0.738333,0.667308,0.444583,0.115062,2204,2915,5119 185 | 184,2011-07-03,3,0,7,0,0,0,2,0.716667,0.668575,0.6825,0.228858,2282,2367,4649 186 | 185,2011-07-04,3,0,7,1,1,0,2,0.726667,0.665417,0.637917,0.0814792,3065,2978,6043 187 | 186,2011-07-05,3,0,7,0,2,1,1,0.746667,0.696338,0.590417,0.126258,1031,3634,4665 188 | 187,2011-07-06,3,0,7,0,3,1,1,0.72,0.685633,0.743333,0.149883,784,3845,4629 189 | 188,2011-07-07,3,0,7,0,4,1,1,0.75,0.686871,0.65125,0.1592,754,3838,4592 190 | 189,2011-07-08,3,0,7,0,5,1,2,0.709167,0.670483,0.757917,0.225129,692,3348,4040 191 | 190,2011-07-09,3,0,7,0,6,0,1,0.733333,0.664158,0.609167,0.167912,1988,3348,5336 192 | 191,2011-07-10,3,0,7,0,0,0,1,0.7475,0.690025,0.578333,0.183471,1743,3138,4881 193 | 192,2011-07-11,3,0,7,0,1,1,1,0.7625,0.729804,0.635833,0.282337,723,3363,4086 194 | 193,2011-07-12,3,0,7,0,2,1,1,0.794167,0.739275,0.559167,0.200254,662,3596,4258 195 | 194,2011-07-13,3,0,7,0,3,1,1,0.746667,0.689404,0.631667,0.146133,748,3594,4342 196 | 195,2011-07-14,3,0,7,0,4,1,1,0.680833,0.635104,0.47625,0.240667,888,4196,5084 197 | 196,2011-07-15,3,0,7,0,5,1,1,0.663333,0.624371,0.59125,0.182833,1318,4220,5538 198 | 197,2011-07-16,3,0,7,0,6,0,1,0.686667,0.638263,0.585,0.208342,2418,3505,5923 199 | 198,2011-07-17,3,0,7,0,0,0,1,0.719167,0.669833,0.604167,0.245033,2006,3296,5302 200 | 199,2011-07-18,3,0,7,0,1,1,1,0.746667,0.703925,0.65125,0.215804,841,3617,4458 201 | 200,2011-07-19,3,0,7,0,2,1,1,0.776667,0.747479,0.650417,0.1306,752,3789,4541 202 | 201,2011-07-20,3,0,7,0,3,1,1,0.768333,0.74685,0.707083,0.113817,644,3688,4332 203 | 202,2011-07-21,3,0,7,0,4,1,2,0.815,0.826371,0.69125,0.222021,632,3152,3784 204 | 203,2011-07-22,3,0,7,0,5,1,1,0.848333,0.840896,0.580417,0.1331,562,2825,3387 205 | 204,2011-07-23,3,0,7,0,6,0,1,0.849167,0.804287,0.5,0.131221,987,2298,3285 206 | 205,2011-07-24,3,0,7,0,0,0,1,0.83,0.794829,0.550833,0.169171,1050,2556,3606 207 | 206,2011-07-25,3,0,7,0,1,1,1,0.743333,0.720958,0.757083,0.0908083,568,3272,3840 208 | 207,2011-07-26,3,0,7,0,2,1,1,0.771667,0.696979,0.540833,0.200258,750,3840,4590 209 | 208,2011-07-27,3,0,7,0,3,1,1,0.775,0.690667,0.402917,0.183463,755,3901,4656 210 | 209,2011-07-28,3,0,7,0,4,1,1,0.779167,0.7399,0.583333,0.178479,606,3784,4390 211 | 210,2011-07-29,3,0,7,0,5,1,1,0.838333,0.785967,0.5425,0.174138,670,3176,3846 212 | 211,2011-07-30,3,0,7,0,6,0,1,0.804167,0.728537,0.465833,0.168537,1559,2916,4475 213 | 212,2011-07-31,3,0,7,0,0,0,1,0.805833,0.729796,0.480833,0.164813,1524,2778,4302 214 | 213,2011-08-01,3,0,8,0,1,1,1,0.771667,0.703292,0.550833,0.156717,729,3537,4266 215 | 214,2011-08-02,3,0,8,0,2,1,1,0.783333,0.707071,0.49125,0.20585,801,4044,4845 216 | 215,2011-08-03,3,0,8,0,3,1,2,0.731667,0.679937,0.6575,0.135583,467,3107,3574 217 | 216,2011-08-04,3,0,8,0,4,1,2,0.71,0.664788,0.7575,0.19715,799,3777,4576 218 | 217,2011-08-05,3,0,8,0,5,1,1,0.710833,0.656567,0.630833,0.184696,1023,3843,4866 219 | 218,2011-08-06,3,0,8,0,6,0,2,0.716667,0.676154,0.755,0.22825,1521,2773,4294 220 | 219,2011-08-07,3,0,8,0,0,0,1,0.7425,0.715292,0.752917,0.201487,1298,2487,3785 221 | 220,2011-08-08,3,0,8,0,1,1,1,0.765,0.703283,0.592083,0.192175,846,3480,4326 222 | 221,2011-08-09,3,0,8,0,2,1,1,0.775,0.724121,0.570417,0.151121,907,3695,4602 223 | 222,2011-08-10,3,0,8,0,3,1,1,0.766667,0.684983,0.424167,0.200258,884,3896,4780 224 | 223,2011-08-11,3,0,8,0,4,1,1,0.7175,0.651521,0.42375,0.164796,812,3980,4792 225 | 224,2011-08-12,3,0,8,0,5,1,1,0.708333,0.654042,0.415,0.125621,1051,3854,4905 226 | 225,2011-08-13,3,0,8,0,6,0,2,0.685833,0.645858,0.729583,0.211454,1504,2646,4150 227 | 226,2011-08-14,3,0,8,0,0,0,2,0.676667,0.624388,0.8175,0.222633,1338,2482,3820 228 | 227,2011-08-15,3,0,8,0,1,1,1,0.665833,0.616167,0.712083,0.208954,775,3563,4338 229 | 228,2011-08-16,3,0,8,0,2,1,1,0.700833,0.645837,0.578333,0.236329,721,4004,4725 230 | 229,2011-08-17,3,0,8,0,3,1,1,0.723333,0.666671,0.575417,0.143667,668,4026,4694 231 | 230,2011-08-18,3,0,8,0,4,1,1,0.711667,0.662258,0.654583,0.233208,639,3166,3805 232 | 231,2011-08-19,3,0,8,0,5,1,2,0.685,0.633221,0.722917,0.139308,797,3356,4153 233 | 232,2011-08-20,3,0,8,0,6,0,1,0.6975,0.648996,0.674167,0.104467,1914,3277,5191 234 | 233,2011-08-21,3,0,8,0,0,0,1,0.710833,0.675525,0.77,0.248754,1249,2624,3873 235 | 234,2011-08-22,3,0,8,0,1,1,1,0.691667,0.638254,0.47,0.27675,833,3925,4758 236 | 235,2011-08-23,3,0,8,0,2,1,1,0.640833,0.606067,0.455417,0.146763,1281,4614,5895 237 | 236,2011-08-24,3,0,8,0,3,1,1,0.673333,0.630692,0.605,0.253108,949,4181,5130 238 | 237,2011-08-25,3,0,8,0,4,1,2,0.684167,0.645854,0.771667,0.210833,435,3107,3542 239 | 238,2011-08-26,3,0,8,0,5,1,1,0.7,0.659733,0.76125,0.0839625,768,3893,4661 240 | 239,2011-08-27,3,0,8,0,6,0,2,0.68,0.635556,0.85,0.375617,226,889,1115 241 | 240,2011-08-28,3,0,8,0,0,0,1,0.707059,0.647959,0.561765,0.304659,1415,2919,4334 242 | 241,2011-08-29,3,0,8,0,1,1,1,0.636667,0.607958,0.554583,0.159825,729,3905,4634 243 | 242,2011-08-30,3,0,8,0,2,1,1,0.639167,0.594704,0.548333,0.125008,775,4429,5204 244 | 243,2011-08-31,3,0,8,0,3,1,1,0.656667,0.611121,0.597917,0.0833333,688,4370,5058 245 | 244,2011-09-01,3,0,9,0,4,1,1,0.655,0.614921,0.639167,0.141796,783,4332,5115 246 | 245,2011-09-02,3,0,9,0,5,1,2,0.643333,0.604808,0.727083,0.139929,875,3852,4727 247 | 246,2011-09-03,3,0,9,0,6,0,1,0.669167,0.633213,0.716667,0.185325,1935,2549,4484 248 | 247,2011-09-04,3,0,9,0,0,0,1,0.709167,0.665429,0.742083,0.206467,2521,2419,4940 249 | 248,2011-09-05,3,0,9,1,1,0,2,0.673333,0.625646,0.790417,0.212696,1236,2115,3351 250 | 249,2011-09-06,3,0,9,0,2,1,3,0.54,0.5152,0.886957,0.343943,204,2506,2710 251 | 250,2011-09-07,3,0,9,0,3,1,3,0.599167,0.544229,0.917083,0.0970208,118,1878,1996 252 | 251,2011-09-08,3,0,9,0,4,1,3,0.633913,0.555361,0.939565,0.192748,153,1689,1842 253 | 252,2011-09-09,3,0,9,0,5,1,2,0.65,0.578946,0.897917,0.124379,417,3127,3544 254 | 253,2011-09-10,3,0,9,0,6,0,1,0.66,0.607962,0.75375,0.153608,1750,3595,5345 255 | 254,2011-09-11,3,0,9,0,0,0,1,0.653333,0.609229,0.71375,0.115054,1633,3413,5046 256 | 255,2011-09-12,3,0,9,0,1,1,1,0.644348,0.60213,0.692174,0.088913,690,4023,4713 257 | 256,2011-09-13,3,0,9,0,2,1,1,0.650833,0.603554,0.7125,0.141804,701,4062,4763 258 | 257,2011-09-14,3,0,9,0,3,1,1,0.673333,0.6269,0.697083,0.1673,647,4138,4785 259 | 258,2011-09-15,3,0,9,0,4,1,2,0.5775,0.553671,0.709167,0.271146,428,3231,3659 260 | 259,2011-09-16,3,0,9,0,5,1,2,0.469167,0.461475,0.590417,0.164183,742,4018,4760 261 | 260,2011-09-17,3,0,9,0,6,0,2,0.491667,0.478512,0.718333,0.189675,1434,3077,4511 262 | 261,2011-09-18,3,0,9,0,0,0,1,0.5075,0.490537,0.695,0.178483,1353,2921,4274 263 | 262,2011-09-19,3,0,9,0,1,1,2,0.549167,0.529675,0.69,0.151742,691,3848,4539 264 | 263,2011-09-20,3,0,9,0,2,1,2,0.561667,0.532217,0.88125,0.134954,438,3203,3641 265 | 264,2011-09-21,3,0,9,0,3,1,2,0.595,0.550533,0.9,0.0964042,539,3813,4352 266 | 265,2011-09-22,3,0,9,0,4,1,2,0.628333,0.554963,0.902083,0.128125,555,4240,4795 267 | 266,2011-09-23,4,0,9,0,5,1,2,0.609167,0.522125,0.9725,0.0783667,258,2137,2395 268 | 267,2011-09-24,4,0,9,0,6,0,2,0.606667,0.564412,0.8625,0.0783833,1776,3647,5423 269 | 268,2011-09-25,4,0,9,0,0,0,2,0.634167,0.572637,0.845,0.0503792,1544,3466,5010 270 | 269,2011-09-26,4,0,9,0,1,1,2,0.649167,0.589042,0.848333,0.1107,684,3946,4630 271 | 270,2011-09-27,4,0,9,0,2,1,2,0.636667,0.574525,0.885417,0.118171,477,3643,4120 272 | 271,2011-09-28,4,0,9,0,3,1,2,0.635,0.575158,0.84875,0.148629,480,3427,3907 273 | 272,2011-09-29,4,0,9,0,4,1,1,0.616667,0.574512,0.699167,0.172883,653,4186,4839 274 | 273,2011-09-30,4,0,9,0,5,1,1,0.564167,0.544829,0.6475,0.206475,830,4372,5202 275 | 274,2011-10-01,4,0,10,0,6,0,2,0.41,0.412863,0.75375,0.292296,480,1949,2429 276 | 275,2011-10-02,4,0,10,0,0,0,2,0.356667,0.345317,0.791667,0.222013,616,2302,2918 277 | 276,2011-10-03,4,0,10,0,1,1,2,0.384167,0.392046,0.760833,0.0833458,330,3240,3570 278 | 277,2011-10-04,4,0,10,0,2,1,1,0.484167,0.472858,0.71,0.205854,486,3970,4456 279 | 278,2011-10-05,4,0,10,0,3,1,1,0.538333,0.527138,0.647917,0.17725,559,4267,4826 280 | 279,2011-10-06,4,0,10,0,4,1,1,0.494167,0.480425,0.620833,0.134954,639,4126,4765 281 | 280,2011-10-07,4,0,10,0,5,1,1,0.510833,0.504404,0.684167,0.0223917,949,4036,4985 282 | 281,2011-10-08,4,0,10,0,6,0,1,0.521667,0.513242,0.70125,0.0454042,2235,3174,5409 283 | 282,2011-10-09,4,0,10,0,0,0,1,0.540833,0.523983,0.7275,0.06345,2397,3114,5511 284 | 283,2011-10-10,4,0,10,1,1,0,1,0.570833,0.542925,0.73375,0.0423042,1514,3603,5117 285 | 284,2011-10-11,4,0,10,0,2,1,2,0.566667,0.546096,0.80875,0.143042,667,3896,4563 286 | 285,2011-10-12,4,0,10,0,3,1,3,0.543333,0.517717,0.90625,0.24815,217,2199,2416 287 | 286,2011-10-13,4,0,10,0,4,1,2,0.589167,0.551804,0.896667,0.141787,290,2623,2913 288 | 287,2011-10-14,4,0,10,0,5,1,2,0.550833,0.529675,0.71625,0.223883,529,3115,3644 289 | 288,2011-10-15,4,0,10,0,6,0,1,0.506667,0.498725,0.483333,0.258083,1899,3318,5217 290 | 289,2011-10-16,4,0,10,0,0,0,1,0.511667,0.503154,0.486667,0.281717,1748,3293,5041 291 | 290,2011-10-17,4,0,10,0,1,1,1,0.534167,0.510725,0.579583,0.175379,713,3857,4570 292 | 291,2011-10-18,4,0,10,0,2,1,2,0.5325,0.522721,0.701667,0.110087,637,4111,4748 293 | 292,2011-10-19,4,0,10,0,3,1,3,0.541739,0.513848,0.895217,0.243339,254,2170,2424 294 | 293,2011-10-20,4,0,10,0,4,1,1,0.475833,0.466525,0.63625,0.422275,471,3724,4195 295 | 294,2011-10-21,4,0,10,0,5,1,1,0.4275,0.423596,0.574167,0.221396,676,3628,4304 296 | 295,2011-10-22,4,0,10,0,6,0,1,0.4225,0.425492,0.629167,0.0926667,1499,2809,4308 297 | 296,2011-10-23,4,0,10,0,0,0,1,0.421667,0.422333,0.74125,0.0995125,1619,2762,4381 298 | 297,2011-10-24,4,0,10,0,1,1,1,0.463333,0.457067,0.772083,0.118792,699,3488,4187 299 | 298,2011-10-25,4,0,10,0,2,1,1,0.471667,0.463375,0.622917,0.166658,695,3992,4687 300 | 299,2011-10-26,4,0,10,0,3,1,2,0.484167,0.472846,0.720417,0.148642,404,3490,3894 301 | 300,2011-10-27,4,0,10,0,4,1,2,0.47,0.457046,0.812917,0.197763,240,2419,2659 302 | 301,2011-10-28,4,0,10,0,5,1,2,0.330833,0.318812,0.585833,0.229479,456,3291,3747 303 | 302,2011-10-29,4,0,10,0,6,0,3,0.254167,0.227913,0.8825,0.351371,57,570,627 304 | 303,2011-10-30,4,0,10,0,0,0,1,0.319167,0.321329,0.62375,0.176617,885,2446,3331 305 | 304,2011-10-31,4,0,10,0,1,1,1,0.34,0.356063,0.703333,0.10635,362,3307,3669 306 | 305,2011-11-01,4,0,11,0,2,1,1,0.400833,0.397088,0.68375,0.135571,410,3658,4068 307 | 306,2011-11-02,4,0,11,0,3,1,1,0.3775,0.390133,0.71875,0.0820917,370,3816,4186 308 | 307,2011-11-03,4,0,11,0,4,1,1,0.408333,0.405921,0.702083,0.136817,318,3656,3974 309 | 308,2011-11-04,4,0,11,0,5,1,2,0.403333,0.403392,0.6225,0.271779,470,3576,4046 310 | 309,2011-11-05,4,0,11,0,6,0,1,0.326667,0.323854,0.519167,0.189062,1156,2770,3926 311 | 310,2011-11-06,4,0,11,0,0,0,1,0.348333,0.362358,0.734583,0.0920542,952,2697,3649 312 | 311,2011-11-07,4,0,11,0,1,1,1,0.395,0.400871,0.75875,0.057225,373,3662,4035 313 | 312,2011-11-08,4,0,11,0,2,1,1,0.408333,0.412246,0.721667,0.0690375,376,3829,4205 314 | 313,2011-11-09,4,0,11,0,3,1,1,0.4,0.409079,0.758333,0.0621958,305,3804,4109 315 | 314,2011-11-10,4,0,11,0,4,1,2,0.38,0.373721,0.813333,0.189067,190,2743,2933 316 | 315,2011-11-11,4,0,11,1,5,0,1,0.324167,0.306817,0.44625,0.314675,440,2928,3368 317 | 316,2011-11-12,4,0,11,0,6,0,1,0.356667,0.357942,0.552917,0.212062,1275,2792,4067 318 | 317,2011-11-13,4,0,11,0,0,0,1,0.440833,0.43055,0.458333,0.281721,1004,2713,3717 319 | 318,2011-11-14,4,0,11,0,1,1,1,0.53,0.524612,0.587083,0.306596,595,3891,4486 320 | 319,2011-11-15,4,0,11,0,2,1,2,0.53,0.507579,0.68875,0.199633,449,3746,4195 321 | 320,2011-11-16,4,0,11,0,3,1,3,0.456667,0.451988,0.93,0.136829,145,1672,1817 322 | 321,2011-11-17,4,0,11,0,4,1,2,0.341667,0.323221,0.575833,0.305362,139,2914,3053 323 | 322,2011-11-18,4,0,11,0,5,1,1,0.274167,0.272721,0.41,0.168533,245,3147,3392 324 | 323,2011-11-19,4,0,11,0,6,0,1,0.329167,0.324483,0.502083,0.224496,943,2720,3663 325 | 324,2011-11-20,4,0,11,0,0,0,2,0.463333,0.457058,0.684583,0.18595,787,2733,3520 326 | 325,2011-11-21,4,0,11,0,1,1,3,0.4475,0.445062,0.91,0.138054,220,2545,2765 327 | 326,2011-11-22,4,0,11,0,2,1,3,0.416667,0.421696,0.9625,0.118792,69,1538,1607 328 | 327,2011-11-23,4,0,11,0,3,1,2,0.440833,0.430537,0.757917,0.335825,112,2454,2566 329 | 328,2011-11-24,4,0,11,1,4,0,1,0.373333,0.372471,0.549167,0.167304,560,935,1495 330 | 329,2011-11-25,4,0,11,0,5,1,1,0.375,0.380671,0.64375,0.0988958,1095,1697,2792 331 | 330,2011-11-26,4,0,11,0,6,0,1,0.375833,0.385087,0.681667,0.0684208,1249,1819,3068 332 | 331,2011-11-27,4,0,11,0,0,0,1,0.459167,0.4558,0.698333,0.208954,810,2261,3071 333 | 332,2011-11-28,4,0,11,0,1,1,1,0.503478,0.490122,0.743043,0.142122,253,3614,3867 334 | 333,2011-11-29,4,0,11,0,2,1,2,0.458333,0.451375,0.830833,0.258092,96,2818,2914 335 | 334,2011-11-30,4,0,11,0,3,1,1,0.325,0.311221,0.613333,0.271158,188,3425,3613 336 | 335,2011-12-01,4,0,12,0,4,1,1,0.3125,0.305554,0.524583,0.220158,182,3545,3727 337 | 336,2011-12-02,4,0,12,0,5,1,1,0.314167,0.331433,0.625833,0.100754,268,3672,3940 338 | 337,2011-12-03,4,0,12,0,6,0,1,0.299167,0.310604,0.612917,0.0957833,706,2908,3614 339 | 338,2011-12-04,4,0,12,0,0,0,1,0.330833,0.3491,0.775833,0.0839583,634,2851,3485 340 | 339,2011-12-05,4,0,12,0,1,1,2,0.385833,0.393925,0.827083,0.0622083,233,3578,3811 341 | 340,2011-12-06,4,0,12,0,2,1,3,0.4625,0.4564,0.949583,0.232583,126,2468,2594 342 | 341,2011-12-07,4,0,12,0,3,1,3,0.41,0.400246,0.970417,0.266175,50,655,705 343 | 342,2011-12-08,4,0,12,0,4,1,1,0.265833,0.256938,0.58,0.240058,150,3172,3322 344 | 343,2011-12-09,4,0,12,0,5,1,1,0.290833,0.317542,0.695833,0.0827167,261,3359,3620 345 | 344,2011-12-10,4,0,12,0,6,0,1,0.275,0.266412,0.5075,0.233221,502,2688,3190 346 | 345,2011-12-11,4,0,12,0,0,0,1,0.220833,0.253154,0.49,0.0665417,377,2366,2743 347 | 346,2011-12-12,4,0,12,0,1,1,1,0.238333,0.270196,0.670833,0.06345,143,3167,3310 348 | 347,2011-12-13,4,0,12,0,2,1,1,0.2825,0.301138,0.59,0.14055,155,3368,3523 349 | 348,2011-12-14,4,0,12,0,3,1,2,0.3175,0.338362,0.66375,0.0609583,178,3562,3740 350 | 349,2011-12-15,4,0,12,0,4,1,2,0.4225,0.412237,0.634167,0.268042,181,3528,3709 351 | 350,2011-12-16,4,0,12,0,5,1,2,0.375,0.359825,0.500417,0.260575,178,3399,3577 352 | 351,2011-12-17,4,0,12,0,6,0,2,0.258333,0.249371,0.560833,0.243167,275,2464,2739 353 | 352,2011-12-18,4,0,12,0,0,0,1,0.238333,0.245579,0.58625,0.169779,220,2211,2431 354 | 353,2011-12-19,4,0,12,0,1,1,1,0.276667,0.280933,0.6375,0.172896,260,3143,3403 355 | 354,2011-12-20,4,0,12,0,2,1,2,0.385833,0.396454,0.595417,0.0615708,216,3534,3750 356 | 355,2011-12-21,1,0,12,0,3,1,2,0.428333,0.428017,0.858333,0.2214,107,2553,2660 357 | 356,2011-12-22,1,0,12,0,4,1,2,0.423333,0.426121,0.7575,0.047275,227,2841,3068 358 | 357,2011-12-23,1,0,12,0,5,1,1,0.373333,0.377513,0.68625,0.274246,163,2046,2209 359 | 358,2011-12-24,1,0,12,0,6,0,1,0.3025,0.299242,0.5425,0.190304,155,856,1011 360 | 359,2011-12-25,1,0,12,0,0,0,1,0.274783,0.279961,0.681304,0.155091,303,451,754 361 | 360,2011-12-26,1,0,12,1,1,0,1,0.321739,0.315535,0.506957,0.239465,430,887,1317 362 | 361,2011-12-27,1,0,12,0,2,1,2,0.325,0.327633,0.7625,0.18845,103,1059,1162 363 | 362,2011-12-28,1,0,12,0,3,1,1,0.29913,0.279974,0.503913,0.293961,255,2047,2302 364 | 363,2011-12-29,1,0,12,0,4,1,1,0.248333,0.263892,0.574167,0.119412,254,2169,2423 365 | 364,2011-12-30,1,0,12,0,5,1,1,0.311667,0.318812,0.636667,0.134337,491,2508,2999 366 | 365,2011-12-31,1,0,12,0,6,0,1,0.41,0.414121,0.615833,0.220154,665,1820,2485 367 | 366,2012-01-01,1,1,1,0,0,0,1,0.37,0.375621,0.6925,0.192167,686,1608,2294 368 | 367,2012-01-02,1,1,1,1,1,0,1,0.273043,0.252304,0.381304,0.329665,244,1707,1951 369 | 368,2012-01-03,1,1,1,0,2,1,1,0.15,0.126275,0.44125,0.365671,89,2147,2236 370 | 369,2012-01-04,1,1,1,0,3,1,2,0.1075,0.119337,0.414583,0.1847,95,2273,2368 371 | 370,2012-01-05,1,1,1,0,4,1,1,0.265833,0.278412,0.524167,0.129987,140,3132,3272 372 | 371,2012-01-06,1,1,1,0,5,1,1,0.334167,0.340267,0.542083,0.167908,307,3791,4098 373 | 372,2012-01-07,1,1,1,0,6,0,1,0.393333,0.390779,0.531667,0.174758,1070,3451,4521 374 | 373,2012-01-08,1,1,1,0,0,0,1,0.3375,0.340258,0.465,0.191542,599,2826,3425 375 | 374,2012-01-09,1,1,1,0,1,1,2,0.224167,0.247479,0.701667,0.0989,106,2270,2376 376 | 375,2012-01-10,1,1,1,0,2,1,1,0.308696,0.318826,0.646522,0.187552,173,3425,3598 377 | 376,2012-01-11,1,1,1,0,3,1,2,0.274167,0.282821,0.8475,0.131221,92,2085,2177 378 | 377,2012-01-12,1,1,1,0,4,1,2,0.3825,0.381938,0.802917,0.180967,269,3828,4097 379 | 378,2012-01-13,1,1,1,0,5,1,1,0.274167,0.249362,0.5075,0.378108,174,3040,3214 380 | 379,2012-01-14,1,1,1,0,6,0,1,0.18,0.183087,0.4575,0.187183,333,2160,2493 381 | 380,2012-01-15,1,1,1,0,0,0,1,0.166667,0.161625,0.419167,0.251258,284,2027,2311 382 | 381,2012-01-16,1,1,1,1,1,0,1,0.19,0.190663,0.5225,0.231358,217,2081,2298 383 | 382,2012-01-17,1,1,1,0,2,1,2,0.373043,0.364278,0.716087,0.34913,127,2808,2935 384 | 383,2012-01-18,1,1,1,0,3,1,1,0.303333,0.275254,0.443333,0.415429,109,3267,3376 385 | 384,2012-01-19,1,1,1,0,4,1,1,0.19,0.190038,0.4975,0.220158,130,3162,3292 386 | 385,2012-01-20,1,1,1,0,5,1,2,0.2175,0.220958,0.45,0.20275,115,3048,3163 387 | 386,2012-01-21,1,1,1,0,6,0,2,0.173333,0.174875,0.83125,0.222642,67,1234,1301 388 | 387,2012-01-22,1,1,1,0,0,0,2,0.1625,0.16225,0.79625,0.199638,196,1781,1977 389 | 388,2012-01-23,1,1,1,0,1,1,2,0.218333,0.243058,0.91125,0.110708,145,2287,2432 390 | 389,2012-01-24,1,1,1,0,2,1,1,0.3425,0.349108,0.835833,0.123767,439,3900,4339 391 | 390,2012-01-25,1,1,1,0,3,1,1,0.294167,0.294821,0.64375,0.161071,467,3803,4270 392 | 391,2012-01-26,1,1,1,0,4,1,2,0.341667,0.35605,0.769583,0.0733958,244,3831,4075 393 | 392,2012-01-27,1,1,1,0,5,1,2,0.425,0.415383,0.74125,0.342667,269,3187,3456 394 | 393,2012-01-28,1,1,1,0,6,0,1,0.315833,0.326379,0.543333,0.210829,775,3248,4023 395 | 394,2012-01-29,1,1,1,0,0,0,1,0.2825,0.272721,0.31125,0.24005,558,2685,3243 396 | 395,2012-01-30,1,1,1,0,1,1,1,0.269167,0.262625,0.400833,0.215792,126,3498,3624 397 | 396,2012-01-31,1,1,1,0,2,1,1,0.39,0.381317,0.416667,0.261817,324,4185,4509 398 | 397,2012-02-01,1,1,2,0,3,1,1,0.469167,0.466538,0.507917,0.189067,304,4275,4579 399 | 398,2012-02-02,1,1,2,0,4,1,2,0.399167,0.398971,0.672917,0.187187,190,3571,3761 400 | 399,2012-02-03,1,1,2,0,5,1,1,0.313333,0.309346,0.526667,0.178496,310,3841,4151 401 | 400,2012-02-04,1,1,2,0,6,0,2,0.264167,0.272725,0.779583,0.121896,384,2448,2832 402 | 401,2012-02-05,1,1,2,0,0,0,2,0.265833,0.264521,0.687917,0.175996,318,2629,2947 403 | 402,2012-02-06,1,1,2,0,1,1,1,0.282609,0.296426,0.622174,0.1538,206,3578,3784 404 | 403,2012-02-07,1,1,2,0,2,1,1,0.354167,0.361104,0.49625,0.147379,199,4176,4375 405 | 404,2012-02-08,1,1,2,0,3,1,2,0.256667,0.266421,0.722917,0.133721,109,2693,2802 406 | 405,2012-02-09,1,1,2,0,4,1,1,0.265,0.261988,0.562083,0.194037,163,3667,3830 407 | 406,2012-02-10,1,1,2,0,5,1,2,0.280833,0.293558,0.54,0.116929,227,3604,3831 408 | 407,2012-02-11,1,1,2,0,6,0,3,0.224167,0.210867,0.73125,0.289796,192,1977,2169 409 | 408,2012-02-12,1,1,2,0,0,0,1,0.1275,0.101658,0.464583,0.409212,73,1456,1529 410 | 409,2012-02-13,1,1,2,0,1,1,1,0.2225,0.227913,0.41125,0.167283,94,3328,3422 411 | 410,2012-02-14,1,1,2,0,2,1,2,0.319167,0.333946,0.50875,0.141179,135,3787,3922 412 | 411,2012-02-15,1,1,2,0,3,1,1,0.348333,0.351629,0.53125,0.1816,141,4028,4169 413 | 412,2012-02-16,1,1,2,0,4,1,2,0.316667,0.330162,0.752917,0.091425,74,2931,3005 414 | 413,2012-02-17,1,1,2,0,5,1,1,0.343333,0.351629,0.634583,0.205846,349,3805,4154 415 | 414,2012-02-18,1,1,2,0,6,0,1,0.346667,0.355425,0.534583,0.190929,1435,2883,4318 416 | 415,2012-02-19,1,1,2,0,0,0,2,0.28,0.265788,0.515833,0.253112,618,2071,2689 417 | 416,2012-02-20,1,1,2,1,1,0,1,0.28,0.273391,0.507826,0.229083,502,2627,3129 418 | 417,2012-02-21,1,1,2,0,2,1,1,0.287826,0.295113,0.594348,0.205717,163,3614,3777 419 | 418,2012-02-22,1,1,2,0,3,1,1,0.395833,0.392667,0.567917,0.234471,394,4379,4773 420 | 419,2012-02-23,1,1,2,0,4,1,1,0.454167,0.444446,0.554583,0.190913,516,4546,5062 421 | 420,2012-02-24,1,1,2,0,5,1,2,0.4075,0.410971,0.7375,0.237567,246,3241,3487 422 | 421,2012-02-25,1,1,2,0,6,0,1,0.290833,0.255675,0.395833,0.421642,317,2415,2732 423 | 422,2012-02-26,1,1,2,0,0,0,1,0.279167,0.268308,0.41,0.205229,515,2874,3389 424 | 423,2012-02-27,1,1,2,0,1,1,1,0.366667,0.357954,0.490833,0.268033,253,4069,4322 425 | 424,2012-02-28,1,1,2,0,2,1,1,0.359167,0.353525,0.395833,0.193417,229,4134,4363 426 | 425,2012-02-29,1,1,2,0,3,1,2,0.344348,0.34847,0.804783,0.179117,65,1769,1834 427 | 426,2012-03-01,1,1,3,0,4,1,1,0.485833,0.475371,0.615417,0.226987,325,4665,4990 428 | 427,2012-03-02,1,1,3,0,5,1,2,0.353333,0.359842,0.657083,0.144904,246,2948,3194 429 | 428,2012-03-03,1,1,3,0,6,0,2,0.414167,0.413492,0.62125,0.161079,956,3110,4066 430 | 429,2012-03-04,1,1,3,0,0,0,1,0.325833,0.303021,0.403333,0.334571,710,2713,3423 431 | 430,2012-03-05,1,1,3,0,1,1,1,0.243333,0.241171,0.50625,0.228858,203,3130,3333 432 | 431,2012-03-06,1,1,3,0,2,1,1,0.258333,0.255042,0.456667,0.200875,221,3735,3956 433 | 432,2012-03-07,1,1,3,0,3,1,1,0.404167,0.3851,0.513333,0.345779,432,4484,4916 434 | 433,2012-03-08,1,1,3,0,4,1,1,0.5275,0.524604,0.5675,0.441563,486,4896,5382 435 | 434,2012-03-09,1,1,3,0,5,1,2,0.410833,0.397083,0.407083,0.4148,447,4122,4569 436 | 435,2012-03-10,1,1,3,0,6,0,1,0.2875,0.277767,0.350417,0.22575,968,3150,4118 437 | 436,2012-03-11,1,1,3,0,0,0,1,0.361739,0.35967,0.476957,0.222587,1658,3253,4911 438 | 437,2012-03-12,1,1,3,0,1,1,1,0.466667,0.459592,0.489167,0.207713,838,4460,5298 439 | 438,2012-03-13,1,1,3,0,2,1,1,0.565,0.542929,0.6175,0.23695,762,5085,5847 440 | 439,2012-03-14,1,1,3,0,3,1,1,0.5725,0.548617,0.507083,0.115062,997,5315,6312 441 | 440,2012-03-15,1,1,3,0,4,1,1,0.5575,0.532825,0.579583,0.149883,1005,5187,6192 442 | 441,2012-03-16,1,1,3,0,5,1,2,0.435833,0.436229,0.842083,0.113192,548,3830,4378 443 | 442,2012-03-17,1,1,3,0,6,0,2,0.514167,0.505046,0.755833,0.110704,3155,4681,7836 444 | 443,2012-03-18,1,1,3,0,0,0,2,0.4725,0.464,0.81,0.126883,2207,3685,5892 445 | 444,2012-03-19,1,1,3,0,1,1,1,0.545,0.532821,0.72875,0.162317,982,5171,6153 446 | 445,2012-03-20,1,1,3,0,2,1,1,0.560833,0.538533,0.807917,0.121271,1051,5042,6093 447 | 446,2012-03-21,2,1,3,0,3,1,2,0.531667,0.513258,0.82125,0.0895583,1122,5108,6230 448 | 447,2012-03-22,2,1,3,0,4,1,1,0.554167,0.531567,0.83125,0.117562,1334,5537,6871 449 | 448,2012-03-23,2,1,3,0,5,1,2,0.601667,0.570067,0.694167,0.1163,2469,5893,8362 450 | 449,2012-03-24,2,1,3,0,6,0,2,0.5025,0.486733,0.885417,0.192783,1033,2339,3372 451 | 450,2012-03-25,2,1,3,0,0,0,2,0.4375,0.437488,0.880833,0.220775,1532,3464,4996 452 | 451,2012-03-26,2,1,3,0,1,1,1,0.445833,0.43875,0.477917,0.386821,795,4763,5558 453 | 452,2012-03-27,2,1,3,0,2,1,1,0.323333,0.315654,0.29,0.187192,531,4571,5102 454 | 453,2012-03-28,2,1,3,0,3,1,1,0.484167,0.47095,0.48125,0.291671,674,5024,5698 455 | 454,2012-03-29,2,1,3,0,4,1,1,0.494167,0.482304,0.439167,0.31965,834,5299,6133 456 | 455,2012-03-30,2,1,3,0,5,1,2,0.37,0.375621,0.580833,0.138067,796,4663,5459 457 | 456,2012-03-31,2,1,3,0,6,0,2,0.424167,0.421708,0.738333,0.250617,2301,3934,6235 458 | 457,2012-04-01,2,1,4,0,0,0,2,0.425833,0.417287,0.67625,0.172267,2347,3694,6041 459 | 458,2012-04-02,2,1,4,0,1,1,1,0.433913,0.427513,0.504348,0.312139,1208,4728,5936 460 | 459,2012-04-03,2,1,4,0,2,1,1,0.466667,0.461483,0.396667,0.100133,1348,5424,6772 461 | 460,2012-04-04,2,1,4,0,3,1,1,0.541667,0.53345,0.469583,0.180975,1058,5378,6436 462 | 461,2012-04-05,2,1,4,0,4,1,1,0.435,0.431163,0.374167,0.219529,1192,5265,6457 463 | 462,2012-04-06,2,1,4,0,5,1,1,0.403333,0.390767,0.377083,0.300388,1807,4653,6460 464 | 463,2012-04-07,2,1,4,0,6,0,1,0.4375,0.426129,0.254167,0.274871,3252,3605,6857 465 | 464,2012-04-08,2,1,4,0,0,0,1,0.5,0.492425,0.275833,0.232596,2230,2939,5169 466 | 465,2012-04-09,2,1,4,0,1,1,1,0.489167,0.476638,0.3175,0.358196,905,4680,5585 467 | 466,2012-04-10,2,1,4,0,2,1,1,0.446667,0.436233,0.435,0.249375,819,5099,5918 468 | 467,2012-04-11,2,1,4,0,3,1,1,0.348696,0.337274,0.469565,0.295274,482,4380,4862 469 | 468,2012-04-12,2,1,4,0,4,1,1,0.3975,0.387604,0.46625,0.290429,663,4746,5409 470 | 469,2012-04-13,2,1,4,0,5,1,1,0.4425,0.431808,0.408333,0.155471,1252,5146,6398 471 | 470,2012-04-14,2,1,4,0,6,0,1,0.495,0.487996,0.502917,0.190917,2795,4665,7460 472 | 471,2012-04-15,2,1,4,0,0,0,1,0.606667,0.573875,0.507917,0.225129,2846,4286,7132 473 | 472,2012-04-16,2,1,4,1,1,0,1,0.664167,0.614925,0.561667,0.284829,1198,5172,6370 474 | 473,2012-04-17,2,1,4,0,2,1,1,0.608333,0.598487,0.390417,0.273629,989,5702,6691 475 | 474,2012-04-18,2,1,4,0,3,1,2,0.463333,0.457038,0.569167,0.167912,347,4020,4367 476 | 475,2012-04-19,2,1,4,0,4,1,1,0.498333,0.493046,0.6125,0.0659292,846,5719,6565 477 | 476,2012-04-20,2,1,4,0,5,1,1,0.526667,0.515775,0.694583,0.149871,1340,5950,7290 478 | 477,2012-04-21,2,1,4,0,6,0,1,0.57,0.542921,0.682917,0.283587,2541,4083,6624 479 | 478,2012-04-22,2,1,4,0,0,0,3,0.396667,0.389504,0.835417,0.344546,120,907,1027 480 | 479,2012-04-23,2,1,4,0,1,1,2,0.321667,0.301125,0.766667,0.303496,195,3019,3214 481 | 480,2012-04-24,2,1,4,0,2,1,1,0.413333,0.405283,0.454167,0.249383,518,5115,5633 482 | 481,2012-04-25,2,1,4,0,3,1,1,0.476667,0.470317,0.427917,0.118792,655,5541,6196 483 | 482,2012-04-26,2,1,4,0,4,1,2,0.498333,0.483583,0.756667,0.176625,475,4551,5026 484 | 483,2012-04-27,2,1,4,0,5,1,1,0.4575,0.452637,0.400833,0.347633,1014,5219,6233 485 | 484,2012-04-28,2,1,4,0,6,0,2,0.376667,0.377504,0.489583,0.129975,1120,3100,4220 486 | 485,2012-04-29,2,1,4,0,0,0,1,0.458333,0.450121,0.587083,0.116908,2229,4075,6304 487 | 486,2012-04-30,2,1,4,0,1,1,2,0.464167,0.457696,0.57,0.171638,665,4907,5572 488 | 487,2012-05-01,2,1,5,0,2,1,2,0.613333,0.577021,0.659583,0.156096,653,5087,5740 489 | 488,2012-05-02,2,1,5,0,3,1,1,0.564167,0.537896,0.797083,0.138058,667,5502,6169 490 | 489,2012-05-03,2,1,5,0,4,1,2,0.56,0.537242,0.768333,0.133696,764,5657,6421 491 | 490,2012-05-04,2,1,5,0,5,1,1,0.6275,0.590917,0.735417,0.162938,1069,5227,6296 492 | 491,2012-05-05,2,1,5,0,6,0,2,0.621667,0.584608,0.756667,0.152992,2496,4387,6883 493 | 492,2012-05-06,2,1,5,0,0,0,2,0.5625,0.546737,0.74,0.149879,2135,4224,6359 494 | 493,2012-05-07,2,1,5,0,1,1,2,0.5375,0.527142,0.664167,0.230721,1008,5265,6273 495 | 494,2012-05-08,2,1,5,0,2,1,2,0.581667,0.557471,0.685833,0.296029,738,4990,5728 496 | 495,2012-05-09,2,1,5,0,3,1,2,0.575,0.553025,0.744167,0.216412,620,4097,4717 497 | 496,2012-05-10,2,1,5,0,4,1,1,0.505833,0.491783,0.552083,0.314063,1026,5546,6572 498 | 497,2012-05-11,2,1,5,0,5,1,1,0.533333,0.520833,0.360417,0.236937,1319,5711,7030 499 | 498,2012-05-12,2,1,5,0,6,0,1,0.564167,0.544817,0.480417,0.123133,2622,4807,7429 500 | 499,2012-05-13,2,1,5,0,0,0,1,0.6125,0.585238,0.57625,0.225117,2172,3946,6118 501 | 500,2012-05-14,2,1,5,0,1,1,2,0.573333,0.5499,0.789583,0.212692,342,2501,2843 502 | 501,2012-05-15,2,1,5,0,2,1,2,0.611667,0.576404,0.794583,0.147392,625,4490,5115 503 | 502,2012-05-16,2,1,5,0,3,1,1,0.636667,0.595975,0.697917,0.122512,991,6433,7424 504 | 503,2012-05-17,2,1,5,0,4,1,1,0.593333,0.572613,0.52,0.229475,1242,6142,7384 505 | 504,2012-05-18,2,1,5,0,5,1,1,0.564167,0.551121,0.523333,0.136817,1521,6118,7639 506 | 505,2012-05-19,2,1,5,0,6,0,1,0.6,0.566908,0.45625,0.083975,3410,4884,8294 507 | 506,2012-05-20,2,1,5,0,0,0,1,0.620833,0.583967,0.530417,0.254367,2704,4425,7129 508 | 507,2012-05-21,2,1,5,0,1,1,2,0.598333,0.565667,0.81125,0.233204,630,3729,4359 509 | 508,2012-05-22,2,1,5,0,2,1,2,0.615,0.580825,0.765833,0.118167,819,5254,6073 510 | 509,2012-05-23,2,1,5,0,3,1,2,0.621667,0.584612,0.774583,0.102,766,4494,5260 511 | 510,2012-05-24,2,1,5,0,4,1,1,0.655,0.6067,0.716667,0.172896,1059,5711,6770 512 | 511,2012-05-25,2,1,5,0,5,1,1,0.68,0.627529,0.747083,0.14055,1417,5317,6734 513 | 512,2012-05-26,2,1,5,0,6,0,1,0.6925,0.642696,0.7325,0.198992,2855,3681,6536 514 | 513,2012-05-27,2,1,5,0,0,0,1,0.69,0.641425,0.697083,0.215171,3283,3308,6591 515 | 514,2012-05-28,2,1,5,1,1,0,1,0.7125,0.6793,0.67625,0.196521,2557,3486,6043 516 | 515,2012-05-29,2,1,5,0,2,1,1,0.7225,0.672992,0.684583,0.2954,880,4863,5743 517 | 516,2012-05-30,2,1,5,0,3,1,2,0.656667,0.611129,0.67,0.134329,745,6110,6855 518 | 517,2012-05-31,2,1,5,0,4,1,1,0.68,0.631329,0.492917,0.195279,1100,6238,7338 519 | 518,2012-06-01,2,1,6,0,5,1,2,0.654167,0.607962,0.755417,0.237563,533,3594,4127 520 | 519,2012-06-02,2,1,6,0,6,0,1,0.583333,0.566288,0.549167,0.186562,2795,5325,8120 521 | 520,2012-06-03,2,1,6,0,0,0,1,0.6025,0.575133,0.493333,0.184087,2494,5147,7641 522 | 521,2012-06-04,2,1,6,0,1,1,1,0.5975,0.578283,0.487083,0.284833,1071,5927,6998 523 | 522,2012-06-05,2,1,6,0,2,1,2,0.540833,0.525892,0.613333,0.209575,968,6033,7001 524 | 523,2012-06-06,2,1,6,0,3,1,1,0.554167,0.542292,0.61125,0.077125,1027,6028,7055 525 | 524,2012-06-07,2,1,6,0,4,1,1,0.6025,0.569442,0.567083,0.15735,1038,6456,7494 526 | 525,2012-06-08,2,1,6,0,5,1,1,0.649167,0.597862,0.467917,0.175383,1488,6248,7736 527 | 526,2012-06-09,2,1,6,0,6,0,1,0.710833,0.648367,0.437083,0.144287,2708,4790,7498 528 | 527,2012-06-10,2,1,6,0,0,0,1,0.726667,0.663517,0.538333,0.133721,2224,4374,6598 529 | 528,2012-06-11,2,1,6,0,1,1,2,0.720833,0.659721,0.587917,0.207713,1017,5647,6664 530 | 529,2012-06-12,2,1,6,0,2,1,2,0.653333,0.597875,0.833333,0.214546,477,4495,4972 531 | 530,2012-06-13,2,1,6,0,3,1,1,0.655833,0.611117,0.582083,0.343279,1173,6248,7421 532 | 531,2012-06-14,2,1,6,0,4,1,1,0.648333,0.624383,0.569583,0.253733,1180,6183,7363 533 | 532,2012-06-15,2,1,6,0,5,1,1,0.639167,0.599754,0.589583,0.176617,1563,6102,7665 534 | 533,2012-06-16,2,1,6,0,6,0,1,0.631667,0.594708,0.504167,0.166667,2963,4739,7702 535 | 534,2012-06-17,2,1,6,0,0,0,1,0.5925,0.571975,0.59875,0.144904,2634,4344,6978 536 | 535,2012-06-18,2,1,6,0,1,1,2,0.568333,0.544842,0.777917,0.174746,653,4446,5099 537 | 536,2012-06-19,2,1,6,0,2,1,1,0.688333,0.654692,0.69,0.148017,968,5857,6825 538 | 537,2012-06-20,2,1,6,0,3,1,1,0.7825,0.720975,0.592083,0.113812,872,5339,6211 539 | 538,2012-06-21,3,1,6,0,4,1,1,0.805833,0.752542,0.567917,0.118787,778,5127,5905 540 | 539,2012-06-22,3,1,6,0,5,1,1,0.7775,0.724121,0.57375,0.182842,964,4859,5823 541 | 540,2012-06-23,3,1,6,0,6,0,1,0.731667,0.652792,0.534583,0.179721,2657,4801,7458 542 | 541,2012-06-24,3,1,6,0,0,0,1,0.743333,0.674254,0.479167,0.145525,2551,4340,6891 543 | 542,2012-06-25,3,1,6,0,1,1,1,0.715833,0.654042,0.504167,0.300383,1139,5640,6779 544 | 543,2012-06-26,3,1,6,0,2,1,1,0.630833,0.594704,0.373333,0.347642,1077,6365,7442 545 | 544,2012-06-27,3,1,6,0,3,1,1,0.6975,0.640792,0.36,0.271775,1077,6258,7335 546 | 545,2012-06-28,3,1,6,0,4,1,1,0.749167,0.675512,0.4225,0.17165,921,5958,6879 547 | 546,2012-06-29,3,1,6,0,5,1,1,0.834167,0.786613,0.48875,0.165417,829,4634,5463 548 | 547,2012-06-30,3,1,6,0,6,0,1,0.765,0.687508,0.60125,0.161071,1455,4232,5687 549 | 548,2012-07-01,3,1,7,0,0,0,1,0.815833,0.750629,0.51875,0.168529,1421,4110,5531 550 | 549,2012-07-02,3,1,7,0,1,1,1,0.781667,0.702038,0.447083,0.195267,904,5323,6227 551 | 550,2012-07-03,3,1,7,0,2,1,1,0.780833,0.70265,0.492083,0.126237,1052,5608,6660 552 | 551,2012-07-04,3,1,7,1,3,0,1,0.789167,0.732337,0.53875,0.13495,2562,4841,7403 553 | 552,2012-07-05,3,1,7,0,4,1,1,0.8275,0.761367,0.457917,0.194029,1405,4836,6241 554 | 553,2012-07-06,3,1,7,0,5,1,1,0.828333,0.752533,0.450833,0.146142,1366,4841,6207 555 | 554,2012-07-07,3,1,7,0,6,0,1,0.861667,0.804913,0.492083,0.163554,1448,3392,4840 556 | 555,2012-07-08,3,1,7,0,0,0,1,0.8225,0.790396,0.57375,0.125629,1203,3469,4672 557 | 556,2012-07-09,3,1,7,0,1,1,2,0.710833,0.654054,0.683333,0.180975,998,5571,6569 558 | 557,2012-07-10,3,1,7,0,2,1,2,0.720833,0.664796,0.6675,0.151737,954,5336,6290 559 | 558,2012-07-11,3,1,7,0,3,1,1,0.716667,0.650271,0.633333,0.151733,975,6289,7264 560 | 559,2012-07-12,3,1,7,0,4,1,1,0.715833,0.654683,0.529583,0.146775,1032,6414,7446 561 | 560,2012-07-13,3,1,7,0,5,1,2,0.731667,0.667933,0.485833,0.08085,1511,5988,7499 562 | 561,2012-07-14,3,1,7,0,6,0,2,0.703333,0.666042,0.699167,0.143679,2355,4614,6969 563 | 562,2012-07-15,3,1,7,0,0,0,1,0.745833,0.705196,0.717917,0.166667,1920,4111,6031 564 | 563,2012-07-16,3,1,7,0,1,1,1,0.763333,0.724125,0.645,0.164187,1088,5742,6830 565 | 564,2012-07-17,3,1,7,0,2,1,1,0.818333,0.755683,0.505833,0.114429,921,5865,6786 566 | 565,2012-07-18,3,1,7,0,3,1,1,0.793333,0.745583,0.577083,0.137442,799,4914,5713 567 | 566,2012-07-19,3,1,7,0,4,1,1,0.77,0.714642,0.600417,0.165429,888,5703,6591 568 | 567,2012-07-20,3,1,7,0,5,1,2,0.665833,0.613025,0.844167,0.208967,747,5123,5870 569 | 568,2012-07-21,3,1,7,0,6,0,3,0.595833,0.549912,0.865417,0.2133,1264,3195,4459 570 | 569,2012-07-22,3,1,7,0,0,0,2,0.6675,0.623125,0.7625,0.0939208,2544,4866,7410 571 | 570,2012-07-23,3,1,7,0,1,1,1,0.741667,0.690017,0.694167,0.138683,1135,5831,6966 572 | 571,2012-07-24,3,1,7,0,2,1,1,0.750833,0.70645,0.655,0.211454,1140,6452,7592 573 | 572,2012-07-25,3,1,7,0,3,1,1,0.724167,0.654054,0.45,0.1648,1383,6790,8173 574 | 573,2012-07-26,3,1,7,0,4,1,1,0.776667,0.739263,0.596667,0.284813,1036,5825,6861 575 | 574,2012-07-27,3,1,7,0,5,1,1,0.781667,0.734217,0.594583,0.152992,1259,5645,6904 576 | 575,2012-07-28,3,1,7,0,6,0,1,0.755833,0.697604,0.613333,0.15735,2234,4451,6685 577 | 576,2012-07-29,3,1,7,0,0,0,1,0.721667,0.667933,0.62375,0.170396,2153,4444,6597 578 | 577,2012-07-30,3,1,7,0,1,1,1,0.730833,0.684987,0.66875,0.153617,1040,6065,7105 579 | 578,2012-07-31,3,1,7,0,2,1,1,0.713333,0.662896,0.704167,0.165425,968,6248,7216 580 | 579,2012-08-01,3,1,8,0,3,1,1,0.7175,0.667308,0.6775,0.141179,1074,6506,7580 581 | 580,2012-08-02,3,1,8,0,4,1,1,0.7525,0.707088,0.659583,0.129354,983,6278,7261 582 | 581,2012-08-03,3,1,8,0,5,1,2,0.765833,0.722867,0.6425,0.215792,1328,5847,7175 583 | 582,2012-08-04,3,1,8,0,6,0,1,0.793333,0.751267,0.613333,0.257458,2345,4479,6824 584 | 583,2012-08-05,3,1,8,0,0,0,1,0.769167,0.731079,0.6525,0.290421,1707,3757,5464 585 | 584,2012-08-06,3,1,8,0,1,1,2,0.7525,0.710246,0.654167,0.129354,1233,5780,7013 586 | 585,2012-08-07,3,1,8,0,2,1,2,0.735833,0.697621,0.70375,0.116908,1278,5995,7273 587 | 586,2012-08-08,3,1,8,0,3,1,2,0.75,0.707717,0.672917,0.1107,1263,6271,7534 588 | 587,2012-08-09,3,1,8,0,4,1,1,0.755833,0.699508,0.620417,0.1561,1196,6090,7286 589 | 588,2012-08-10,3,1,8,0,5,1,2,0.715833,0.667942,0.715833,0.238813,1065,4721,5786 590 | 589,2012-08-11,3,1,8,0,6,0,2,0.6925,0.638267,0.732917,0.206479,2247,4052,6299 591 | 590,2012-08-12,3,1,8,0,0,0,1,0.700833,0.644579,0.530417,0.122512,2182,4362,6544 592 | 591,2012-08-13,3,1,8,0,1,1,1,0.720833,0.662254,0.545417,0.136212,1207,5676,6883 593 | 592,2012-08-14,3,1,8,0,2,1,1,0.726667,0.676779,0.686667,0.169158,1128,5656,6784 594 | 593,2012-08-15,3,1,8,0,3,1,1,0.706667,0.654037,0.619583,0.169771,1198,6149,7347 595 | 594,2012-08-16,3,1,8,0,4,1,1,0.719167,0.654688,0.519167,0.141796,1338,6267,7605 596 | 595,2012-08-17,3,1,8,0,5,1,1,0.723333,0.2424,0.570833,0.231354,1483,5665,7148 597 | 596,2012-08-18,3,1,8,0,6,0,1,0.678333,0.618071,0.603333,0.177867,2827,5038,7865 598 | 597,2012-08-19,3,1,8,0,0,0,2,0.635833,0.603554,0.711667,0.08645,1208,3341,4549 599 | 598,2012-08-20,3,1,8,0,1,1,2,0.635833,0.595967,0.734167,0.129979,1026,5504,6530 600 | 599,2012-08-21,3,1,8,0,2,1,1,0.649167,0.601025,0.67375,0.0727708,1081,5925,7006 601 | 600,2012-08-22,3,1,8,0,3,1,1,0.6675,0.621854,0.677083,0.0702833,1094,6281,7375 602 | 601,2012-08-23,3,1,8,0,4,1,1,0.695833,0.637008,0.635833,0.0845958,1363,6402,7765 603 | 602,2012-08-24,3,1,8,0,5,1,2,0.7025,0.6471,0.615,0.0721458,1325,6257,7582 604 | 603,2012-08-25,3,1,8,0,6,0,2,0.661667,0.618696,0.712917,0.244408,1829,4224,6053 605 | 604,2012-08-26,3,1,8,0,0,0,2,0.653333,0.595996,0.845833,0.228858,1483,3772,5255 606 | 605,2012-08-27,3,1,8,0,1,1,1,0.703333,0.654688,0.730417,0.128733,989,5928,6917 607 | 606,2012-08-28,3,1,8,0,2,1,1,0.728333,0.66605,0.62,0.190925,935,6105,7040 608 | 607,2012-08-29,3,1,8,0,3,1,1,0.685,0.635733,0.552083,0.112562,1177,6520,7697 609 | 608,2012-08-30,3,1,8,0,4,1,1,0.706667,0.652779,0.590417,0.0771167,1172,6541,7713 610 | 609,2012-08-31,3,1,8,0,5,1,1,0.764167,0.6894,0.5875,0.168533,1433,5917,7350 611 | 610,2012-09-01,3,1,9,0,6,0,2,0.753333,0.702654,0.638333,0.113187,2352,3788,6140 612 | 611,2012-09-02,3,1,9,0,0,0,2,0.696667,0.649,0.815,0.0640708,2613,3197,5810 613 | 612,2012-09-03,3,1,9,1,1,0,1,0.7075,0.661629,0.790833,0.151121,1965,4069,6034 614 | 613,2012-09-04,3,1,9,0,2,1,1,0.725833,0.686888,0.755,0.236321,867,5997,6864 615 | 614,2012-09-05,3,1,9,0,3,1,1,0.736667,0.708983,0.74125,0.187808,832,6280,7112 616 | 615,2012-09-06,3,1,9,0,4,1,2,0.696667,0.655329,0.810417,0.142421,611,5592,6203 617 | 616,2012-09-07,3,1,9,0,5,1,1,0.703333,0.657204,0.73625,0.171646,1045,6459,7504 618 | 617,2012-09-08,3,1,9,0,6,0,2,0.659167,0.611121,0.799167,0.281104,1557,4419,5976 619 | 618,2012-09-09,3,1,9,0,0,0,1,0.61,0.578925,0.5475,0.224496,2570,5657,8227 620 | 619,2012-09-10,3,1,9,0,1,1,1,0.583333,0.565654,0.50375,0.258713,1118,6407,7525 621 | 620,2012-09-11,3,1,9,0,2,1,1,0.5775,0.554292,0.52,0.0920542,1070,6697,7767 622 | 621,2012-09-12,3,1,9,0,3,1,1,0.599167,0.570075,0.577083,0.131846,1050,6820,7870 623 | 622,2012-09-13,3,1,9,0,4,1,1,0.6125,0.579558,0.637083,0.0827208,1054,6750,7804 624 | 623,2012-09-14,3,1,9,0,5,1,1,0.633333,0.594083,0.6725,0.103863,1379,6630,8009 625 | 624,2012-09-15,3,1,9,0,6,0,1,0.608333,0.585867,0.501667,0.247521,3160,5554,8714 626 | 625,2012-09-16,3,1,9,0,0,0,1,0.58,0.563125,0.57,0.0901833,2166,5167,7333 627 | 626,2012-09-17,3,1,9,0,1,1,2,0.580833,0.55305,0.734583,0.151742,1022,5847,6869 628 | 627,2012-09-18,3,1,9,0,2,1,2,0.623333,0.565067,0.8725,0.357587,371,3702,4073 629 | 628,2012-09-19,3,1,9,0,3,1,1,0.5525,0.540404,0.536667,0.215175,788,6803,7591 630 | 629,2012-09-20,3,1,9,0,4,1,1,0.546667,0.532192,0.618333,0.118167,939,6781,7720 631 | 630,2012-09-21,3,1,9,0,5,1,1,0.599167,0.571971,0.66875,0.154229,1250,6917,8167 632 | 631,2012-09-22,3,1,9,0,6,0,1,0.65,0.610488,0.646667,0.283583,2512,5883,8395 633 | 632,2012-09-23,4,1,9,0,0,0,1,0.529167,0.518933,0.467083,0.223258,2454,5453,7907 634 | 633,2012-09-24,4,1,9,0,1,1,1,0.514167,0.502513,0.492917,0.142404,1001,6435,7436 635 | 634,2012-09-25,4,1,9,0,2,1,1,0.55,0.544179,0.57,0.236321,845,6693,7538 636 | 635,2012-09-26,4,1,9,0,3,1,1,0.635,0.596613,0.630833,0.2444,787,6946,7733 637 | 636,2012-09-27,4,1,9,0,4,1,2,0.65,0.607975,0.690833,0.134342,751,6642,7393 638 | 637,2012-09-28,4,1,9,0,5,1,2,0.619167,0.585863,0.69,0.164179,1045,6370,7415 639 | 638,2012-09-29,4,1,9,0,6,0,1,0.5425,0.530296,0.542917,0.227604,2589,5966,8555 640 | 639,2012-09-30,4,1,9,0,0,0,1,0.526667,0.517663,0.583333,0.134958,2015,4874,6889 641 | 640,2012-10-01,4,1,10,0,1,1,2,0.520833,0.512,0.649167,0.0908042,763,6015,6778 642 | 641,2012-10-02,4,1,10,0,2,1,3,0.590833,0.542333,0.871667,0.104475,315,4324,4639 643 | 642,2012-10-03,4,1,10,0,3,1,2,0.6575,0.599133,0.79375,0.0665458,728,6844,7572 644 | 643,2012-10-04,4,1,10,0,4,1,2,0.6575,0.607975,0.722917,0.117546,891,6437,7328 645 | 644,2012-10-05,4,1,10,0,5,1,1,0.615,0.580187,0.6275,0.10635,1516,6640,8156 646 | 645,2012-10-06,4,1,10,0,6,0,1,0.554167,0.538521,0.664167,0.268025,3031,4934,7965 647 | 646,2012-10-07,4,1,10,0,0,0,2,0.415833,0.419813,0.708333,0.141162,781,2729,3510 648 | 647,2012-10-08,4,1,10,1,1,0,2,0.383333,0.387608,0.709583,0.189679,874,4604,5478 649 | 648,2012-10-09,4,1,10,0,2,1,2,0.446667,0.438112,0.761667,0.1903,601,5791,6392 650 | 649,2012-10-10,4,1,10,0,3,1,1,0.514167,0.503142,0.630833,0.187821,780,6911,7691 651 | 650,2012-10-11,4,1,10,0,4,1,1,0.435,0.431167,0.463333,0.181596,834,6736,7570 652 | 651,2012-10-12,4,1,10,0,5,1,1,0.4375,0.433071,0.539167,0.235092,1060,6222,7282 653 | 652,2012-10-13,4,1,10,0,6,0,1,0.393333,0.391396,0.494583,0.146142,2252,4857,7109 654 | 653,2012-10-14,4,1,10,0,0,0,1,0.521667,0.508204,0.640417,0.278612,2080,4559,6639 655 | 654,2012-10-15,4,1,10,0,1,1,2,0.561667,0.53915,0.7075,0.296037,760,5115,5875 656 | 655,2012-10-16,4,1,10,0,2,1,1,0.468333,0.460846,0.558333,0.182221,922,6612,7534 657 | 656,2012-10-17,4,1,10,0,3,1,1,0.455833,0.450108,0.692917,0.101371,979,6482,7461 658 | 657,2012-10-18,4,1,10,0,4,1,2,0.5225,0.512625,0.728333,0.236937,1008,6501,7509 659 | 658,2012-10-19,4,1,10,0,5,1,2,0.563333,0.537896,0.815,0.134954,753,4671,5424 660 | 659,2012-10-20,4,1,10,0,6,0,1,0.484167,0.472842,0.572917,0.117537,2806,5284,8090 661 | 660,2012-10-21,4,1,10,0,0,0,1,0.464167,0.456429,0.51,0.166054,2132,4692,6824 662 | 661,2012-10-22,4,1,10,0,1,1,1,0.4875,0.482942,0.568333,0.0814833,830,6228,7058 663 | 662,2012-10-23,4,1,10,0,2,1,1,0.544167,0.530304,0.641667,0.0945458,841,6625,7466 664 | 663,2012-10-24,4,1,10,0,3,1,1,0.5875,0.558721,0.63625,0.0727792,795,6898,7693 665 | 664,2012-10-25,4,1,10,0,4,1,2,0.55,0.529688,0.800417,0.124375,875,6484,7359 666 | 665,2012-10-26,4,1,10,0,5,1,2,0.545833,0.52275,0.807083,0.132467,1182,6262,7444 667 | 666,2012-10-27,4,1,10,0,6,0,2,0.53,0.515133,0.72,0.235692,2643,5209,7852 668 | 667,2012-10-28,4,1,10,0,0,0,2,0.4775,0.467771,0.694583,0.398008,998,3461,4459 669 | 668,2012-10-29,4,1,10,0,1,1,3,0.44,0.4394,0.88,0.3582,2,20,22 670 | 669,2012-10-30,4,1,10,0,2,1,2,0.318182,0.309909,0.825455,0.213009,87,1009,1096 671 | 670,2012-10-31,4,1,10,0,3,1,2,0.3575,0.3611,0.666667,0.166667,419,5147,5566 672 | 671,2012-11-01,4,1,11,0,4,1,2,0.365833,0.369942,0.581667,0.157346,466,5520,5986 673 | 672,2012-11-02,4,1,11,0,5,1,1,0.355,0.356042,0.522083,0.266175,618,5229,5847 674 | 673,2012-11-03,4,1,11,0,6,0,2,0.343333,0.323846,0.49125,0.270529,1029,4109,5138 675 | 674,2012-11-04,4,1,11,0,0,0,1,0.325833,0.329538,0.532917,0.179108,1201,3906,5107 676 | 675,2012-11-05,4,1,11,0,1,1,1,0.319167,0.308075,0.494167,0.236325,378,4881,5259 677 | 676,2012-11-06,4,1,11,0,2,1,1,0.280833,0.281567,0.567083,0.173513,466,5220,5686 678 | 677,2012-11-07,4,1,11,0,3,1,2,0.295833,0.274621,0.5475,0.304108,326,4709,5035 679 | 678,2012-11-08,4,1,11,0,4,1,1,0.352174,0.341891,0.333478,0.347835,340,4975,5315 680 | 679,2012-11-09,4,1,11,0,5,1,1,0.361667,0.355413,0.540833,0.214558,709,5283,5992 681 | 680,2012-11-10,4,1,11,0,6,0,1,0.389167,0.393937,0.645417,0.0578458,2090,4446,6536 682 | 681,2012-11-11,4,1,11,0,0,0,1,0.420833,0.421713,0.659167,0.1275,2290,4562,6852 683 | 682,2012-11-12,4,1,11,1,1,0,1,0.485,0.475383,0.741667,0.173517,1097,5172,6269 684 | 683,2012-11-13,4,1,11,0,2,1,2,0.343333,0.323225,0.662917,0.342046,327,3767,4094 685 | 684,2012-11-14,4,1,11,0,3,1,1,0.289167,0.281563,0.552083,0.199625,373,5122,5495 686 | 685,2012-11-15,4,1,11,0,4,1,2,0.321667,0.324492,0.620417,0.152987,320,5125,5445 687 | 686,2012-11-16,4,1,11,0,5,1,1,0.345,0.347204,0.524583,0.171025,484,5214,5698 688 | 687,2012-11-17,4,1,11,0,6,0,1,0.325,0.326383,0.545417,0.179729,1313,4316,5629 689 | 688,2012-11-18,4,1,11,0,0,0,1,0.3425,0.337746,0.692917,0.227612,922,3747,4669 690 | 689,2012-11-19,4,1,11,0,1,1,2,0.380833,0.375621,0.623333,0.235067,449,5050,5499 691 | 690,2012-11-20,4,1,11,0,2,1,2,0.374167,0.380667,0.685,0.082725,534,5100,5634 692 | 691,2012-11-21,4,1,11,0,3,1,1,0.353333,0.364892,0.61375,0.103246,615,4531,5146 693 | 692,2012-11-22,4,1,11,1,4,0,1,0.34,0.350371,0.580417,0.0528708,955,1470,2425 694 | 693,2012-11-23,4,1,11,0,5,1,1,0.368333,0.378779,0.56875,0.148021,1603,2307,3910 695 | 694,2012-11-24,4,1,11,0,6,0,1,0.278333,0.248742,0.404583,0.376871,532,1745,2277 696 | 695,2012-11-25,4,1,11,0,0,0,1,0.245833,0.257583,0.468333,0.1505,309,2115,2424 697 | 696,2012-11-26,4,1,11,0,1,1,1,0.313333,0.339004,0.535417,0.04665,337,4750,5087 698 | 697,2012-11-27,4,1,11,0,2,1,2,0.291667,0.281558,0.786667,0.237562,123,3836,3959 699 | 698,2012-11-28,4,1,11,0,3,1,1,0.296667,0.289762,0.50625,0.210821,198,5062,5260 700 | 699,2012-11-29,4,1,11,0,4,1,1,0.28087,0.298422,0.555652,0.115522,243,5080,5323 701 | 700,2012-11-30,4,1,11,0,5,1,1,0.298333,0.323867,0.649583,0.0584708,362,5306,5668 702 | 701,2012-12-01,4,1,12,0,6,0,2,0.298333,0.316904,0.806667,0.0597042,951,4240,5191 703 | 702,2012-12-02,4,1,12,0,0,0,2,0.3475,0.359208,0.823333,0.124379,892,3757,4649 704 | 703,2012-12-03,4,1,12,0,1,1,1,0.4525,0.455796,0.7675,0.0827208,555,5679,6234 705 | 704,2012-12-04,4,1,12,0,2,1,1,0.475833,0.469054,0.73375,0.174129,551,6055,6606 706 | 705,2012-12-05,4,1,12,0,3,1,1,0.438333,0.428012,0.485,0.324021,331,5398,5729 707 | 706,2012-12-06,4,1,12,0,4,1,1,0.255833,0.258204,0.50875,0.174754,340,5035,5375 708 | 707,2012-12-07,4,1,12,0,5,1,2,0.320833,0.321958,0.764167,0.1306,349,4659,5008 709 | 708,2012-12-08,4,1,12,0,6,0,2,0.381667,0.389508,0.91125,0.101379,1153,4429,5582 710 | 709,2012-12-09,4,1,12,0,0,0,2,0.384167,0.390146,0.905417,0.157975,441,2787,3228 711 | 710,2012-12-10,4,1,12,0,1,1,2,0.435833,0.435575,0.925,0.190308,329,4841,5170 712 | 711,2012-12-11,4,1,12,0,2,1,2,0.353333,0.338363,0.596667,0.296037,282,5219,5501 713 | 712,2012-12-12,4,1,12,0,3,1,2,0.2975,0.297338,0.538333,0.162937,310,5009,5319 714 | 713,2012-12-13,4,1,12,0,4,1,1,0.295833,0.294188,0.485833,0.174129,425,5107,5532 715 | 714,2012-12-14,4,1,12,0,5,1,1,0.281667,0.294192,0.642917,0.131229,429,5182,5611 716 | 715,2012-12-15,4,1,12,0,6,0,1,0.324167,0.338383,0.650417,0.10635,767,4280,5047 717 | 716,2012-12-16,4,1,12,0,0,0,2,0.3625,0.369938,0.83875,0.100742,538,3248,3786 718 | 717,2012-12-17,4,1,12,0,1,1,2,0.393333,0.4015,0.907083,0.0982583,212,4373,4585 719 | 718,2012-12-18,4,1,12,0,2,1,1,0.410833,0.409708,0.66625,0.221404,433,5124,5557 720 | 719,2012-12-19,4,1,12,0,3,1,1,0.3325,0.342162,0.625417,0.184092,333,4934,5267 721 | 720,2012-12-20,4,1,12,0,4,1,2,0.33,0.335217,0.667917,0.132463,314,3814,4128 722 | 721,2012-12-21,1,1,12,0,5,1,2,0.326667,0.301767,0.556667,0.374383,221,3402,3623 723 | 722,2012-12-22,1,1,12,0,6,0,1,0.265833,0.236113,0.44125,0.407346,205,1544,1749 724 | 723,2012-12-23,1,1,12,0,0,0,1,0.245833,0.259471,0.515417,0.133083,408,1379,1787 725 | 724,2012-12-24,1,1,12,0,1,1,2,0.231304,0.2589,0.791304,0.0772304,174,746,920 726 | 725,2012-12-25,1,1,12,1,2,0,2,0.291304,0.294465,0.734783,0.168726,440,573,1013 727 | 726,2012-12-26,1,1,12,0,3,1,3,0.243333,0.220333,0.823333,0.316546,9,432,441 728 | 727,2012-12-27,1,1,12,0,4,1,2,0.254167,0.226642,0.652917,0.350133,247,1867,2114 729 | 728,2012-12-28,1,1,12,0,5,1,2,0.253333,0.255046,0.59,0.155471,644,2451,3095 730 | 729,2012-12-29,1,1,12,0,6,0,2,0.253333,0.2424,0.752917,0.124383,159,1182,1341 731 | 730,2012-12-30,1,1,12,0,0,0,1,0.255833,0.2317,0.483333,0.350754,364,1432,1796 732 | 731,2012-12-31,1,1,12,0,1,1,2,0.215833,0.223487,0.5775,0.154846,439,2290,2729 733 | 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