Challenge 2_Data wrangling

1. Start Up

knitr::opts_chunk$set(echo = TRUE)
library(dplyr)

Attaching package: 'dplyr'

The following objects are masked from 'package:stats':

    filter, lag

The following objects are masked from 'package:base':

    intersect, setdiff, setequal, union

library(here)

here() starts at C:/8-601

library(readr)
library(tidyverse)

── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ forcats   1.0.0     ✔ stringr   1.5.1
✔ ggplot2   3.4.4     ✔ tibble    3.2.1
✔ lubridate 1.9.3     ✔ tidyr     1.3.0
✔ purrr     1.0.2     

── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag()    masks stats::lag()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors

library(nycflights13)

2. Import the data

setwd("C:\\8-601\\challenge_datasets")
railroad <- read_csv("railroad_2012_clean_county.csv")

Rows: 2930 Columns: 3
── Column specification ────────────────────────────────────────────────────────
Delimiter: ","
chr (2): state, county
dbl (1): total_employees

ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

dairy <- read_csv("FAOSTAT_cattle_dairy.csv")

Rows: 36449 Columns: 14
── Column specification ────────────────────────────────────────────────────────
Delimiter: ","
chr (8): Domain Code, Domain, Area, Element, Item, Unit, Flag, Flag Description
dbl (6): Area Code, Element Code, Item Code, Year Code, Year, Value

ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

2.1 Check the data importing

The railroad table contains three variables: state, county, and total employees. Besides, there are 53 states contained in the data set.

In the diary database, the Area column indicates the origin places of products, Element indicates different types of products, Item indicates the different types of animals, the year indicates the year of estimate, and Unit indicates the measurement units. Although the FAOSTAT website defines some variables, further research is needed to understand the variables in the data set fully.

2.1.1 Check “railroad” data set

railroad

# A tibble: 2,930 × 3
   state county               total_employees
   <chr> <chr>                          <dbl>
 1 AE    APO                                2
 2 AK    ANCHORAGE                          7
 3 AK    FAIRBANKS NORTH STAR               2
 4 AK    JUNEAU                             3
 5 AK    MATANUSKA-SUSITNA                  2
 6 AK    SITKA                              1
 7 AK    SKAGWAY MUNICIPALITY              88
 8 AL    AUTAUGA                          102
 9 AL    BALDWIN                          143
10 AL    BARBOUR                            1
# ℹ 2,920 more rows

glimpse(railroad)

Rows: 2,930
Columns: 3
$ state           <chr> "AE", "AK", "AK", "AK", "AK", "AK", "AK", "AL", "AL", …
$ county          <chr> "APO", "ANCHORAGE", "FAIRBANKS NORTH STAR", "JUNEAU", …
$ total_employees <dbl> 2, 7, 2, 3, 2, 1, 88, 102, 143, 1, 25, 154, 13, 29, 45…

unique(railroad$state)

 [1] "AE" "AK" "AL" "AP" "AR" "AZ" "CA" "CO" "CT" "DC" "DE" "FL" "GA" "HI" "IA"
[16] "ID" "IL" "IN" "KS" "KY" "LA" "MA" "MD" "ME" "MI" "MN" "MO" "MS" "MT" "NC"
[31] "ND" "NE" "NH" "NJ" "NM" "NV" "NY" "OH" "OK" "OR" "PA" "RI" "SC" "SD" "TN"
[46] "TX" "UT" "VA" "VT" "WA" "WI" "WV" "WY"

railroad%>%
  select(state)%>%
  distinct()

# A tibble: 53 × 1
   state
   <chr>
 1 AE   
 2 AK   
 3 AL   
 4 AP   
 5 AR   
 6 AZ   
 7 CA   
 8 CO   
 9 CT   
10 DC   
# ℹ 43 more rows

unique(railroad$county)

   [1] "APO"                  "ANCHORAGE"            "FAIRBANKS NORTH STAR"
   [4] "JUNEAU"               "MATANUSKA-SUSITNA"    "SITKA"               
   [7] "SKAGWAY MUNICIPALITY" "AUTAUGA"              "BALDWIN"             
  [10] "BARBOUR"              "BIBB"                 "BLOUNT"              
  [13] "BULLOCK"              "BUTLER"               "CALHOUN"             
  [16] "CHAMBERS"             "CHEROKEE"             "CHILTON"             
  [19] "CHOCTAW"              "CLARKE"               "CLAY"                
  [22] "CLEBURNE"             "COFFEE"               "COLBERT"             
  [25] "CONECUH"              "COOSA"                "COVINGTON"           
  [28] "CRENSHAW"             "CULLMAN"              "DALE"                
  [31] "DALLAS"               "DEKALB"               "ELMORE"              
  [34] "ESCAMBIA"             "ETOWAH"               "FAYETTE"             
  [37] "FRANKLIN"             "GENEVA"               "GREENE"              
  [40] "HALE"                 "HENRY"                "HOUSTON"             
  [43] "JACKSON"              "JEFFERSON"            "LAMAR"               
  [46] "LAUDERDALE"           "LAWRENCE"             "LEE"                 
  [49] "LIMESTONE"            "LOWNDES"              "MACON"               
  [52] "MADISON"              "MARENGO"              "MARION"              
  [55] "MARSHALL"             "MOBILE"               "MONROE"              
  [58] "MONTGOMERY"           "MORGAN"               "PERRY"               
  [61] "PICKENS"              "PIKE"                 "RANDOLPH"            
  [64] "RUSSELL"              "SHELBY"               "ST CLAIR"            
  [67] "SUMTER"               "TALLADEGA"            "TALLAPOOSA"          
  [70] "TUSCALOOSA"           "WALKER"               "WASHINGTON"          
  [73] "WILCOX"               "WINSTON"              "ARKANSAS"            
  [76] "ASHLEY"               "BAXTER"               "BENTON"              
  [79] "BOONE"                "BRADLEY"              "CHICOT"              
  [82] "CLARK"                "CLEVELAND"            "COLUMBIA"            
  [85] "CONWAY"               "CRAIGHEAD"            "CRAWFORD"            
  [88] "CRITTENDEN"           "CROSS"                "DESHA"               
  [91] "DREW"                 "FAULKNER"             "FULTON"              
  [94] "GARLAND"              "GRANT"                "HEMPSTEAD"           
  [97] "HOT SPRING"           "HOWARD"               "INDEPENDENCE"        
 [100] "IZARD"                "JOHNSON"              "LAFAYETTE"           
 [103] "LINCOLN"              "LITTLE RIVER"         "LOGAN"               
 [106] "LONOKE"               "MILLER"               "MISSISSIPPI"         
 [109] "NEVADA"               "NEWTON"               "OUACHITA"            
 [112] "PHILLIPS"             "POINSETT"             "POLK"                
 [115] "POPE"                 "PRAIRIE"              "PULASKI"             
 [118] "SALINE"               "SCOTT"                "SEBASTIAN"           
 [121] "SEVIER"               "SHARP"                "ST FRANCIS"          
 [124] "STONE"                "UNION"                "VAN BUREN"           
 [127] "WHITE"                "YELL"                 "APACHE"              
 [130] "COCHISE"              "COCONINO"             "GILA"                
 [133] "GRAHAM"               "GREENLEE"             "LA PAZ"              
 [136] "MARICOPA"             "MOHAVE"               "NAVAJO"              
 [139] "PIMA"                 "PINAL"                "SANTA CRUZ"          
 [142] "YAVAPAI"              "YUMA"                 "ALAMEDA"             
 [145] "AMADOR"               "BUTTE"                "CALAVERAS"           
 [148] "COLUSA"               "CONTRA COSTA"         "EL DORADO"           
 [151] "FRESNO"               "GLENN"                "HUMBOLDT"            
 [154] "IMPERIAL"             "KERN"                 "KINGS"               
 [157] "LAKE"                 "LASSEN"               "LOS ANGELES"         
 [160] "MADERA"               "MARIN"                "MARIPOSA"            
 [163] "MENDOCINO"            "MERCED"               "MODOC"               
 [166] "MONO"                 "MONTEREY"             "NAPA"                
 [169] "ORANGE"               "PLACER"               "PLUMAS"              
 [172] "RIVERSIDE"            "SACRAMENTO"           "SAN BENITO"          
 [175] "SAN BERNARDINO"       "SAN DIEGO"            "SAN FRANCISCO"       
 [178] "SAN JOAQUIN"          "SAN LUIS OBISPO"      "SAN MATEO"           
 [181] "SANTA BARBARA"        "SANTA CLARA"          "SHASTA"              
 [184] "SIERRA"               "SISKIYOU"             "SOLANO"              
 [187] "SONOMA"               "STANISLAUS"           "SUTTER"              
 [190] "TEHAMA"               "TRINITY"              "TULARE"              
 [193] "TUOLUMNE"             "VENTURA"              "YOLO"                
 [196] "YUBA"                 "ADAMS"                "ALAMOSA"             
 [199] "ARAPAHOE"             "ARCHULETA"            "BACA"                
 [202] "BENT"                 "BOULDER"              "BROOMFIELD"          
 [205] "CHAFFEE"              "CHEYENNE"             "CLEAR CREEK"         
 [208] "CONEJOS"              "COSTILLA"             "CROWLEY"             
 [211] "CUSTER"               "DELTA"                "DENVER"              
 [214] "DOLORES"              "DOUGLAS"              "EAGLE"               
 [217] "EL PASO"              "ELBERT"               "FREMONT"             
 [220] "GARFIELD"             "GILPIN"               "GRAND"               
 [223] "GUNNISON"             "HUERFANO"             "KIOWA"               
 [226] "KIT CARSON"           "LA PLATA"             "LARIMER"             
 [229] "LAS ANIMAS"           "MESA"                 "MOFFAT"              
 [232] "MONTEZUMA"            "MONTROSE"             "OTERO"               
 [235] "PARK"                 "PITKIN"               "PROWERS"             
 [238] "PUEBLO"               "RIO GRANDE"           "ROUTT"               
 [241] "SAGUACHE"             "SEDGWICK"             "SUMMIT"              
 [244] "TELLER"               "WELD"                 "FAIRFIELD"           
 [247] "HARTFORD"             "LITCHFIELD"           "MIDDLESEX"           
 [250] "NEW HAVEN"            "NEW LONDON"           "TOLLAND"             
 [253] "WINDHAM"              "WASHINGTON DC"        "KENT"                
 [256] "NEW CASTLE"           "SUSSEX"               "ALACHUA"             
 [259] "BAKER"                "BAY"                  "BRADFORD"            
 [262] "BREVARD"              "BROWARD"              "CHARLOTTE"           
 [265] "CITRUS"               "COLLIER"              "DESOTO"              
 [268] "DIXIE"                "DUVAL"                "FLAGLER"             
 [271] "GADSDEN"              "GILCHRIST"            "GLADES"              
 [274] "GULF"                 "HAMILTON"             "HARDEE"              
 [277] "HENDRY"               "HERNANDO"             "HIGHLANDS"           
 [280] "HILLSBOROUGH"         "HOLMES"               "INDIAN RIVER"        
 [283] "LEON"                 "LEVY"                 "LIBERTY"             
 [286] "MANATEE"              "MARTIN"               "MIAMI-DADE"          
 [289] "NASSAU"               "OKALOOSA"             "OKEECHOBEE"          
 [292] "OSCEOLA"              "PALM BEACH"           "PASCO"               
 [295] "PINELLAS"             "PUTNAM"               "SANTA ROSA"          
 [298] "SARASOTA"             "SEMINOLE"             "ST JOHNS"            
 [301] "ST LUCIE"             "SUWANNEE"             "TAYLOR"              
 [304] "VOLUSIA"              "WAKULLA"              "WALTON"              
 [307] "APPLING"              "ATKINSON"             "BACON"               
 [310] "BANKS"                "BARROW"               "BARTOW"              
 [313] "BEN HILL"             "BERRIEN"              "BLECKLEY"            
 [316] "BRANTLEY"             "BROOKS"               "BRYAN"               
 [319] "BULLOCH"              "BURKE"                "BUTTS"               
 [322] "CAMDEN"               "CANDLER"              "CARROLL"             
 [325] "CATOOSA"              "CHARLTON"             "CHATHAM"             
 [328] "CHATTAHOOCHEE"        "CHATTOOGA"            "CLAYTON"             
 [331] "CLINCH"               "COBB"                 "COLQUITT"            
 [334] "COOK"                 "COWETA"               "CRISP"               
 [337] "DADE"                 "DAWSON"               "DECATUR"             
 [340] "DODGE"                "DOOLY"                "DOUGHERTY"           
 [343] "EARLY"                "EFFINGHAM"            "EMANUEL"             
 [346] "EVANS"                "FANNIN"               "FLOYD"               
 [349] "FORSYTH"              "GILMER"               "GLASCOCK"            
 [352] "GLYNN"                "GORDON"               "GRADY"               
 [355] "GWINNETT"             "HABERSHAM"            "HALL"                
 [358] "HANCOCK"              "HARALSON"             "HARRIS"              
 [361] "HART"                 "HEARD"                "IRWIN"               
 [364] "JASPER"               "JEFF DAVIS"           "JENKINS"             
 [367] "JONES"                "LANIER"               "LAURENS"             
 [370] "LONG"                 "LUMPKIN"              "MCDUFFIE"            
 [373] "MCINTOSH"             "MERIWETHER"           "MITCHELL"            
 [376] "MURRAY"               "MUSCOGEE"             "OCONEE"              
 [379] "OGLETHORPE"           "PAULDING"             "PEACH"               
 [382] "PIERCE"               "RABUN"                "RICHMOND"            
 [385] "ROCKDALE"             "SCHLEY"               "SCREVEN"             
 [388] "SPALDING"             "STEPHENS"             "STEWART"             
 [391] "TALBOT"               "TATTNALL"             "TELFAIR"             
 [394] "TERRELL"              "THOMAS"               "TIFT"                
 [397] "TOOMBS"               "TREUTLEN"             "TROUP"               
 [400] "TURNER"               "TWIGGS"               "UPSON"               
 [403] "WARE"                 "WARREN"               "WAYNE"               
 [406] "WEBSTER"              "WHITFIELD"            "WILKES"              
 [409] "WILKINSON"            "WORTH"                "HAWAII"              
 [412] "HONOLULU"             "KAUAI"                "ADAIR"               
 [415] "ALLAMAKEE"            "APPANOOSE"            "AUDUBON"             
 [418] "BLACK HAWK"           "BREMER"               "BUCHANAN"            
 [421] "BUENA VISTA"          "CASS"                 "CEDAR"               
 [424] "CERRO GORDO"          "CHICKASAW"            "CLINTON"             
 [427] "DAVIS"                "DELAWARE"             "DES MOINES"          
 [430] "DICKINSON"            "DUBUQUE"              "EMMET"               
 [433] "GRUNDY"               "GUTHRIE"              "HARDIN"              
 [436] "HARRISON"             "IDA"                  "IOWA"                
 [439] "KEOKUK"               "KOSSUTH"              "LINN"                
 [442] "LOUISA"               "LUCAS"                "LYON"                
 [445] "MAHASKA"              "MILLS"                "MONONA"              
 [448] "MUSCATINE"            "O'BRIEN"              "PAGE"                
 [451] "PALO ALTO"            "PLYMOUTH"             "POCAHONTAS"          
 [454] "POTTAWATTAMIE"        "POWESHIEK"            "RINGGOLD"            
 [457] "SAC"                  "SIOUX"                "STORY"               
 [460] "TAMA"                 "WAPELLO"              "WINNEBAGO"           
 [463] "WINNESHIEK"           "WOODBURY"             "WRIGHT"              
 [466] "ADA"                  "BANNOCK"              "BEAR LAKE"           
 [469] "BENEWAH"              "BINGHAM"              "BOISE"               
 [472] "BONNER"               "BONNEVILLE"           "BOUNDARY"            
 [475] "CANYON"               "CARIBOU"              "CASSIA"              
 [478] "CLEARWATER"           "GEM"                  "GOODING"             
 [481] "IDAHO"                "JEROME"               "KOOTENAI"            
 [484] "LATAH"                "LEWIS"                "MINIDOKA"            
 [487] "NEZ PERCE"            "ONEIDA"               "OWYHEE"              
 [490] "PAYETTE"              "POWER"                "TWIN FALLS"          
 [493] "VALLEY"               "ALEXANDER"            "BOND"                
 [496] "BROWN"                "BUREAU"               "CHAMPAIGN"           
 [499] "CHRISTIAN"            "COLES"                "CUMBERLAND"          
 [502] "DE WITT"              "DUPAGE"               "DUPAGEE"             
 [505] "EDGAR"                "EDWARDS"              "FORD"                
 [508] "GALLATIN"             "HENDERSON"            "IROQUOIS"            
 [511] "JERSEY"               "JO DAVIESS"           "KANE"                
 [514] "KANKAKEE"             "KENDALL"              "KNOX"                
 [517] "LA SALLE"             "LIVINGSTON"           "MACOUPIN"            
 [520] "MASON"                "MASSAC"               "MCDONOUGH"           
 [523] "MCHENRY"              "MCLEAN"               "MENARD"              
 [526] "MERCER"               "MOULTRIE"             "OGLE"                
 [529] "PEORIA"               "PIATT"                "RICHLAND"            
 [532] "ROCK ISLAND"          "SANGAMON"             "SCHUYLER"            
 [535] "STARK"                "STEPHENSON"           "TAZEWELL"            
 [538] "VERMILION"            "WABASH"               "WHITESIDE"           
 [541] "WILL"                 "WILLIAMSON"           "WOODFORD"            
 [544] "ALLEN"                "BARTHOLOMEW"          "BLACKFORD"           
 [547] "DAVIESS"              "DEARBORN"             "DUBOIS"              
 [550] "ELKHART"              "FOUNTAIN"             "GIBSON"              
 [553] "HENDRICKS"            "HUNTINGTON"           "JAY"                 
 [556] "JENNINGS"             "KOSCIUSKO"            "LAGRANGE"            
 [559] "LAPORTE"              "LAPORTEE"             "MIAMI"               
 [562] "NOBLE"                "OHIO"                 "OWEN"                
 [565] "PARKE"                "PORTER"               "POSEY"               
 [568] "RIPLEY"               "RUSH"                 "SPENCER"             
 [571] "ST JOSEPH"            "STARKE"               "STEUBEN"             
 [574] "SULLIVAN"             "TIPPECANOE"           "TIPTON"              
 [577] "VANDERBURGH"          "VERMILLION"           "VIGO"                
 [580] "WARRICK"              "WELLS"                "WHITLEY"             
 [583] "ANDERSON"             "ATCHISON"             "BARBER"              
 [586] "BARTON"               "BOURBON"              "CHASE"               
 [589] "CHAUTAUQUA"           "CLOUD"                "COFFEY"              
 [592] "COMANCHE"             "COWLEY"               "DONIPHAN"            
 [595] "ELK"                  "ELLIS"                "ELLSWORTH"           
 [598] "FINNEY"               "GEARY"                "GRAY"                
 [601] "GREELEY"              "GREENWOOD"            "HARPER"              
 [604] "HARVEY"               "HASKELL"              "HODGEMAN"            
 [607] "JEWELL"               "KINGMAN"              "LABETTE"             
 [610] "LEAVENWORTH"          "MCPHERSON"            "MEADE"               
 [613] "MORRIS"               "NEMAHA"               "NEOSHO"              
 [616] "NORTON"               "OSAGE"                "OSBORNE"             
 [619] "OTTAWA"               "PAWNEE"               "POTTAWATOMIE"        
 [622] "PRATT"                "RAWLINS"              "RENO"                
 [625] "REPUBLIC"             "RICE"                 "RILEY"               
 [628] "ROOKS"                "SEWARD"               "SHAWNEE"             
 [631] "SHERMAN"              "SMITH"                "STAFFORD"            
 [634] "STANTON"              "STEVENS"              "SUMNER"              
 [637] "TREGO"                "WABAUNSEE"            "WALLACE"             
 [640] "WICHITA"              "WILSON"               "WOODSON"             
 [643] "WYANDOTTE"            "BALLARD"              "BARREN"              
 [646] "BATH"                 "BELL"                 "BOYD"                
 [649] "BOYLE"                "BRACKEN"              "BREATHITT"           
 [652] "BRECKINRIDGE"         "BULLITT"              "CALDWELL"            
 [655] "CALLOWAY"             "CAMPBELL"             "CARLISLE"            
 [658] "CARTER"               "CASEY"                "EDMONSON"            
 [661] "ELLIOTT"              "ESTILL"               "FLEMING"             
 [664] "GARRARD"              "GRAVES"               "GRAYSON"             
 [667] "GREEN"                "GREENUP"              "HARLAN"              
 [670] "HICKMAN"              "HOPKINS"              "JESSAMINE"           
 [673] "KENTON"               "KNOTT"                "LARUE"               
 [676] "LAUREL"               "LESLIE"               "LETCHER"             
 [679] "MAGOFFIN"             "MCCRACKEN"            "MCCREARY"            
 [682] "MENIFEE"              "METCALFE"             "MUHLENBERG"          
 [685] "NELSON"               "NICHOLAS"             "OLDHAM"              
 [688] "OWSLEY"               "PENDLETON"            "POWELL"              
 [691] "ROBERTSON"            "ROCKCASTLE"           "ROWAN"               
 [694] "SIMPSON"              "TODD"                 "TRIGG"               
 [697] "TRIMBLE"              "WOLFE"                "ACADIA"              
 [700] "ASCENSION"            "ASSUMPTION"           "AVOYELLES"           
 [703] "BEAUREGARD"           "BIENVILLE"            "BOSSIER"             
 [706] "CADDO"                "CALCASIEU"            "CAMERON"             
 [709] "CATAHOULA"            "CLAIBORNE"            "CONCORDIA"           
 [712] "DE SOTO"              "EAST BATON ROUGE"     "EAST CARROLL"        
 [715] "EAST FELICIANA"       "EVANGELINE"           "IBERIA"              
 [718] "IBERVILLE"            "JEFFERSON DAVIS"      "LAFOURCHE"           
 [721] "MOREHOUSE"            "NATCHITOCHES"         "ORLEANS"             
 [724] "PLAQUEMINES"          "POINTE COUPEE"        "RAPIDES"             
 [727] "RED RIVER"            "SABINE"               "ST BERNARD"          
 [730] "ST CHARLES"           "ST JAMES"             "ST JOHN THE BAPTIST" 
 [733] "ST LANDRY"            "ST MARTIN"            "ST MARY"             
 [736] "ST TAMMANY"           "TANGIPAHOA"           "TENSAS"              
 [739] "TERREBONNE"           "VERNON"               "WEST BATON ROUGE"    
 [742] "WEST CARROLL"         "WEST FELICIANA"       "WINN"                
 [745] "BARNSTABLE"           "BERKSHIRE"            "BRISTOL"             
 [748] "ESSEX"                "HAMPDEN"              "HAMPSHIRE"           
 [751] "NORFOLK"              "SUFFOLK"              "WORCESTER"           
 [754] "ALLEGANY"             "ANNE ARUNDEL"         "BALTIMORE"           
 [757] "CALVERT"              "CAROLINE"             "CECIL"               
 [760] "CHARLES"              "DORCHESTER"           "FREDERICK"           
 [763] "GARRETT"              "HARFORD"              "INDEPENDENT CITY"    
 [766] "PRINCE GEORGES"       "QUEEN ANNES"          "SOMERSET"            
 [769] "ST MARYS"             "WICOMICO"             "ANDROSCOGGIN"        
 [772] "AROOSTOOK"            "KENNEBEC"             "OXFORD"              
 [775] "PENOBSCOT"            "PISCATAQUIS"          "SAGADAHOC"           
 [778] "WALDO"                "YORK"                 "ALCONA"              
 [781] "ALGER"                "ALLEGAN"              "ALPENA"              
 [784] "ARENAC"               "BARAGA"               "BARRY"               
 [787] "BENZIE"               "BRANCH"               "CHEBOYGAN"           
 [790] "CHIPPEWA"             "CLARE"                "EATON"               
 [793] "GENESEE"              "GLADWIN"              "GOGEBIC"             
 [796] "GRAND TRAVERSE"       "GRATIOT"              "HILLSDALE"           
 [799] "HOUGHTON"             "HURON"                "INGHAM"              
 [802] "IONIA"                "IOSCO"                "IRON"                
 [805] "ISABELLA"             "KALAMAZOO"            "KALKASKA"            
 [808] "LAPEER"               "LEELANAU"             "LENAWEE"             
 [811] "LUCE"                 "MACKINAC"             "MACOMB"              
 [814] "MANISTEE"             "MARQUETTE"            "MECOSTA"             
 [817] "MENOMINEE"            "MIDLAND"              "MONTCALM"            
 [820] "MUSKEGON"             "NEWAYGO"              "OAKLAND"             
 [823] "OCEANA"               "OGEMAW"               "ONTONAGON"           
 [826] "OSCODA"               "OTSEGO"               "PRESQUE ISLE"        
 [829] "ROSCOMMON"            "SAGINAW"              "SANILAC"             
 [832] "SCHOOLCRAFT"          "SHIAWASSEE"           "TUSCOLA"             
 [835] "WASHTENAW"            "WEXFORD"              "AITKIN"              
 [838] "ANOKA"                "BECKER"               "BELTRAMI"            
 [841] "BIG STONE"            "BLUE EARTH"           "CARLTON"             
 [844] "CARVER"               "CHISAGO"              "COTTONWOOD"          
 [847] "CROW WING"            "DAKOTA"               "FARIBAULT"           
 [850] "FILLMORE"             "FREEBORN"             "GOODHUE"             
 [853] "HENNEPIN"             "HUBBARD"              "ISANTI"              
 [856] "ITASCA"               "KANABEC"              "KANDIYOHI"           
 [859] "KITTSON"              "KOOCHICHING"          "LAC QUI PARLE"       
 [862] "LAKE OF THE WOODS"    "LE SUEUR"             "MAHNOMEN"            
 [865] "MCLEOD"               "MEEKER"               "MILLE LACS"          
 [868] "MORRISON"             "MOWER"                "NICOLLET"            
 [871] "NOBLES"               "NORMAN"               "OLMSTED"             
 [874] "OTTER TAIL"           "PENNINGTON"           "PINE"                
 [877] "PIPESTONE"            "RAMSEY"               "RED LAKE"            
 [880] "REDWOOD"              "RENVILLE"             "ROCK"                
 [883] "ROSEAU"               "SHERBURNE"            "SIBLEY"              
 [886] "ST LOUIS"             "STEARNS"              "STEELE"              
 [889] "SWIFT"                "TRAVERSE"             "WABASHA"             
 [892] "WADENA"               "WASECA"               "WATONWAN"            
 [895] "WILKIN"               "WINONA"               "YELLOW MEDICINE"     
 [898] "ANDREW"               "AUDRAIN"              "BATES"               
 [901] "BOLLINGER"            "CALLAWAY"             "CAPE GIRARDEAU"      
 [904] "CHARITON"             "COLE"                 "COOPER"              
 [907] "DENT"                 "DUNKLIN"              "GASCONADE"           
 [910] "GENTRY"               "HICKORY"              "HOLT"                
 [913] "HOWELL"               "LACLEDE"              "MARIES"              
 [916] "MCDONALD"             "MONITEAU"             "NEW MADRID"          
 [919] "NODAWAY"              "OREGON"               "OZARK"               
 [922] "PEMISCOT"             "PETTIS"               "PHELPS"              
 [925] "PLATTE"               "RALLS"                "RAY"                 
 [928] "REYNOLDS"             "SAINTE GENEVIEVE"     "SCOTLAND"            
 [931] "SHANNON"              "ST FRANCOIS"          "STODDARD"            
 [934] "TANEY"                "TEXAS"                "ALCORN"              
 [937] "AMITE"                "ATTALA"               "COAHOMA"             
 [940] "COPIAH"               "FORREST"              "GEORGE"              
 [943] "GRENADA"              "HINDS"                "HUMPHREYS"           
 [946] "ISSAQUENA"            "ITAWAMBA"             "KEMPER"              
 [949] "LEAKE"                "LEFLORE"              "NESHOBA"             
 [952] "NOXUBEE"              "OKTIBBEHA"            "PANOLA"              
 [955] "PEARL RIVER"          "PONTOTOC"             "PRENTISS"            
 [958] "QUITMAN"              "RANKIN"               "SHARKEY"             
 [961] "SUNFLOWER"            "TALLAHATCHIE"         "TATE"                
 [964] "TIPPAH"               "TISHOMINGO"           "TUNICA"              
 [967] "WALTHALL"             "YALOBUSHA"            "YAZOO"               
 [970] "BEAVERHEAD"           "BIG HORN"             "BLAINE"              
 [973] "BROADWATER"           "CARBON"               "CASCADE"             
 [976] "CHOUTEAU"             "DANIELS"              "DEER LODGE"          
 [979] "FALLON"               "FERGUS"               "FLATHEAD"            
 [982] "GLACIER"              "GOLDEN VALLEY"        "GRANITE"             
 [985] "HILL"                 "JUDITH BASIN"         "LEWIS AND CLARK"     
 [988] "MCCONE"               "MEAGHER"              "MINERAL"             
 [991] "MISSOULA"             "MUSSELSHELL"          "PONDERA"             
 [994] "POWDER RIVER"         "RAVALLI"              "ROOSEVELT"           
 [997] "ROSEBUD"              "SANDERS"              "SHERIDAN"            
[1000] "SILVER BOW"           "STILLWATER"           "SWEET GRASS"         
[1003] "TETON"                "TOOLE"                "TREASURE"            
[1006] "WHEATLAND"            "WIBAUX"               "YELLOWSTONE"         
[1009] "ALAMANCE"             "ALLEGHANY"            "ANSON"               
[1012] "ASHE"                 "AVERY"                "BEAUFORT"            
[1015] "BLADEN"               "BRUNSWICK"            "BUNCOMBE"            
[1018] "CABARRUS"             "CARTERET"             "CASWELL"             
[1021] "CATAWBA"              "CHOWAN"               "COLUMBUS"            
[1024] "CRAVEN"               "CURRITUCK"            "DARE"                
[1027] "DAVIDSON"             "DAVIE"                "DUPLIN"              
[1030] "DURHAM"               "EDGECOMBE"            "GASTON"              
[1033] "GATES"                "GRANVILLE"            "GUILFORD"            
[1036] "HALIFAX"              "HARNETT"              "HAYWOOD"             
[1039] "HERTFORD"             "HOKE"                 "IREDELL"             
[1042] "JOHNSTON"             "LENOIR"               "MCDOWELL"            
[1045] "MECKLENBURG"          "MOORE"                "NASH"                
[1048] "NEW HANOVER"          "NORTHAMPTON"          "ONSLOW"              
[1051] "PAMLICO"              "PASQUOTANK"           "PENDER"              
[1054] "PERQUIMANS"           "PERSON"               "PITT"                
[1057] "ROBESON"              "ROCKINGHAM"           "RUTHERFORD"          
[1060] "SAMPSON"              "STANLY"               "STOKES"              
[1063] "SURRY"                "SWAIN"                "TRANSYLVANIA"        
[1066] "VANCE"                "WAKE"                 "WATAUGA"             
[1069] "YADKIN"               "YANCEY"               "BARNES"              
[1072] "BENSON"               "BOTTINEAU"            "BOWMAN"              
[1075] "BURLEIGH"             "CAVALIER"             "DICKEY"              
[1078] "DIVIDE"               "DUNN"                 "EDDY"                
[1081] "EMMONS"               "FOSTER"               "GRAND FORKS"         
[1084] "GRIGGS"               "HETTINGER"            "KIDDER"              
[1087] "LAMOURE"              "MCKENZIE"             "MORTON"              
[1090] "MOUNTRAIL"            "OLIVER"               "PEMBINA"             
[1093] "RANSOM"               "ROLETTE"              "SARGENT"             
[1096] "SLOPE"                "STUTSMAN"             "TRAILL"              
[1099] "WALSH"                "WARD"                 "WILLIAMS"            
[1102] "ANTELOPE"             "ARTHUR"               "BANNER"              
[1105] "BOX BUTTE"            "BUFFALO"              "BURT"                
[1108] "CHERRY"               "COLFAX"               "CUMING"              
[1111] "DAWES"                "DEUEL"                "DIXON"               
[1114] "DUNDY"                "FRONTIER"             "FURNAS"              
[1117] "GAGE"                 "GARDEN"               "GOSPER"              
[1120] "HAYES"                "HITCHCOCK"            "HOOKER"              
[1123] "KEARNEY"              "KEITH"                "KIMBALL"             
[1126] "LANCASTER"            "LOUP"                 "MERRICK"             
[1129] "MORRILL"              "NANCE"                "NUCKOLLS"            
[1132] "OTOE"                 "PERKINS"              "RED WILLOW"          
[1135] "RICHARDSON"           "SARPY"                "SAUNDERS"            
[1138] "SCOTTS BLUFF"         "THAYER"               "THURSTON"            
[1141] "BELKNAP"              "CHESHIRE"             "COOS"                
[1144] "GRAFTON"              "MERRIMACK"            "STRAFFORD"           
[1147] "ATLANTIC"             "BERGEN"               "BURLINGTON"          
[1150] "CAPE MAY"             "GLOUCESTER"           "HUDSON"              
[1153] "HUNTERDON"            "MONMOUTH"             "OCEAN"               
[1156] "PASSAIC"              "SALEM"                "BERNALILLO"          
[1159] "CATRON"               "CHAVES"               "CIBOLA"              
[1162] "CURRY"                "DE BACA"              "DONA ANA"            
[1165] "GUADALUPE"            "HIDALGO"              "LEA"                 
[1168] "LUNA"                 "MCKINLEY"             "QUAY"                
[1171] "RIO ARRIBA"           "SAN JUAN"             "SAN MIGUEL"          
[1174] "SANDOVAL"             "SANTA FE"             "SOCORRO"             
[1177] "TORRANCE"             "VALENCIA"             "CHURCHILL"           
[1180] "ELKO"                 "LANDER"               "NYE"                 
[1183] "PERSHING"             "STOREY"               "WASHOE"              
[1186] "ALBANY"               "BRONX"                "BROOME"              
[1189] "CATTARAUGUS"          "CAYUGA"               "CHEMUNG"             
[1192] "CHENANGO"             "CORTLAND"             "DUTCHESS"            
[1195] "ERIE"                 "HERKIMER"             "NEW YORK"            
[1198] "NIAGARA"              "ONONDAGA"             "ONTARIO"             
[1201] "OSWEGO"               "QUEENS"               "RENSSELAER"          
[1204] "ROCKLAND"             "SARATOGA"             "SCHENECTADY"         
[1207] "SCHOHARIE"            "SENECA"               "ST LAWRENCE"         
[1210] "TIOGA"                "TOMPKINS"             "ULSTER"              
[1213] "WESTCHESTER"          "WYOMING"              "YATES"               
[1216] "ASHLAND"              "ASHTABULA"            "ATHENS"              
[1219] "AUGLAIZE"             "BELMONT"              "CLERMONT"            
[1222] "COLUMBIANA"           "COSHOCTON"            "CUYAHOGA"            
[1225] "DARKE"                "DEFIANCE"             "GALLIA"              
[1228] "GEAUGA"               "GUERNSEY"             "HIGHLAND"            
[1231] "HOCKING"              "LICKING"              "LORAIN"              
[1234] "MAHONING"             "MEDINA"               "MEIGS"               
[1237] "MORROW"               "MUSKINGUM"            "PICKAWAY"            
[1240] "PORTAGE"              "PREBLE"               "ROSS"                
[1243] "SANDUSKY"             "SCIOTO"               "TRUMBULL"            
[1246] "TUSCARAWAS"           "VAN WERT"             "VINTON"              
[1249] "WOOD"                 "WYANDOT"              "ALFALFA"             
[1252] "ATOKA"                "BEAVER"               "BECKHAM"             
[1255] "CANADIAN"             "COAL"                 "COTTON"              
[1258] "CRAIG"                "CREEK"                "DEWEY"               
[1261] "GARVIN"               "GREER"                "HUGHES"              
[1264] "KAY"                  "KINGFISHER"           "LATIMER"             
[1267] "LE FLORE"             "LOVE"                 "MAJOR"               
[1270] "MAYES"                "MCCLAIN"              "MCCURTAIN"           
[1273] "MUSKOGEE"             "NOWATA"               "OKFUSKEE"            
[1276] "OKLAHOMA"             "OKMULGEE"             "PAYNE"               
[1279] "PITTSBURG"            "PUSHMATAHA"           "ROGERS"              
[1282] "SEQUOYAH"             "TULSA"                "WAGONER"             
[1285] "WASHITA"              "WOODS"                "WOODWARD"            
[1288] "CLACKAMAS"            "CLATSOP"              "CROOK"               
[1291] "DESCHUTES"            "GILLIAM"              "HOOD RIVER"          
[1294] "JOSEPHINE"            "KLAMATH"              "LANE"                
[1297] "MALHEUR"              "MULTNOMAH"            "TILLAMOOK"           
[1300] "UMATILLA"             "WALLOWA"              "WASCO"               
[1303] "YAMHILL"              "ALLEGHENY"            "ARMSTRONG"           
[1306] "BEDFORD"              "BERKS"                "BLAIR"               
[1309] "BUCKS"                "CAMBRIA"              "CENTRE"              
[1312] "CHESTER"              "CLARION"              "CLEARFIELD"          
[1315] "DAUPHIN"              "HUNTINGDON"           "INDIANA"             
[1318] "JUNIATA"              "LACKAWANNA"           "LEBANON"             
[1321] "LEHIGH"               "LUZERNE"              "LYCOMING"            
[1324] "MCKEAN"               "MIFFLIN"              "MONTOUR"             
[1327] "NORTHUMBERLAND"       "PHILADELPHIA"         "POTTER"              
[1330] "SCHUYLKILL"           "SNYDER"               "SUSQUEHANNA"         
[1333] "VENANGO"              "WESTMORELAND"         "NEWPORT"             
[1336] "PROVIDENCE"           "ABBEVILLE"            "AIKEN"               
[1339] "ALLENDALE"            "BAMBERG"              "BARNWELL"            
[1342] "BERKELEY"             "CHARLESTON"           "CHESTERFIELD"        
[1345] "CLARENDON"            "COLLETON"             "DARLINGTON"          
[1348] "DILLON"               "EDGEFIELD"            "FLORENCE"            
[1351] "GEORGETOWN"           "GREENVILLE"           "HAMPTON"             
[1354] "HORRY"                "KERSHAW"              "LEXINGTON"           
[1357] "MARLBORO"             "MCCORMICK"            "NEWBERRY"            
[1360] "ORANGEBURG"           "SALUDA"               "SPARTANBURG"         
[1363] "WILLIAMSBURG"         "AURORA"               "BEADLE"              
[1366] "BENNETT"              "BON HOMME"            "BROOKINGS"           
[1369] "BRULE"                "CHARLES MIX"          "CODINGTON"           
[1372] "DAVISON"              "DAY"                  "EDMUNDS"             
[1375] "FALL RIVER"           "GREGORY"              "HAAKON"              
[1378] "HAMLIN"               "HAND"                 "HANSON"              
[1381] "HYDE"                 "JERAULD"              "KINGSBURY"           
[1384] "MCCOOK"               "MINER"                "MINNEHAHA"           
[1387] "MOODY"                "ROBERTS"              "SANBORN"             
[1390] "SPINK"                "STANLEY"              "SULLY"               
[1393] "WALWORTH"             "YANKTON"              "BLEDSOE"             
[1396] "CANNON"               "CHEATHAM"             "COCKE"               
[1399] "CROCKETT"             "DICKSON"              "DYER"                
[1402] "FENTRESS"             "GILES"                "GRAINGER"            
[1405] "HAMBLEN"              "HARDEMAN"             "HAWKINS"             
[1408] "LOUDON"               "MAURY"                "MCMINN"              
[1411] "MCNAIRY"              "OBION"                "OVERTON"             
[1414] "PICKETT"              "RHEA"                 "ROANE"               
[1417] "SEQUATCHIE"           "TROUSDALE"            "UNICOI"              
[1420] "WEAKLEY"              "ANDREWS"              "ANGELINA"            
[1423] "ARANSAS"              "ARCHER"               "ATASCOSA"            
[1426] "AUSTIN"               "BAILEY"               "BANDERA"             
[1429] "BASTROP"              "BAYLOR"               "BEE"                 
[1432] "BEXAR"                "BLANCO"               "BOSQUE"              
[1435] "BOWIE"                "BRAZORIA"             "BRAZOS"              
[1438] "BREWSTER"             "BRISCOE"              "BURLESON"            
[1441] "BURNET"               "CALLAHAN"             "CAMP"                
[1444] "CARSON"               "COLEMAN"              "COLLIN"              
[1447] "COLLINGSWORTH"        "COLORADO"             "COMAL"               
[1450] "CONCHO"               "COOKE"                "CORYELL"             
[1453] "CROSBY"               "CULBERSON"            "DALLAM"              
[1456] "DEAF SMITH"           "DENTON"               "DEWITT"              
[1459] "DICKENS"              "DIMMIT"               "DONLEY"              
[1462] "EASTLAND"             "ECTOR"                "ERATH"               
[1465] "FALLS"                "FISHER"               "FOARD"               
[1468] "FORT BEND"            "FREESTONE"            "FRIO"                
[1471] "GALVESTON"            "GARZA"                "GILLESPIE"           
[1474] "GOLIAD"               "GONZALES"             "GREGG"               
[1477] "GRIMES"               "HANSFORD"             "HARTLEY"             
[1480] "HAYS"                 "HOCKLEY"              "HOOD"                
[1483] "HUDSPETH"             "HUNT"                 "HUTCHINSON"          
[1486] "JACK"                 "JIM HOGG"             "JIM WELLS"           
[1489] "KARNES"               "KAUFMAN"              "KERR"                
[1492] "KINNEY"               "KLEBERG"              "LAMB"                
[1495] "LAMPASAS"             "LAVACA"               "LIVE OAK"            
[1498] "LLANO"                "LUBBOCK"              "LYNN"                
[1501] "MATAGORDA"            "MAVERICK"             "MCCULLOCH"           
[1504] "MCLENNAN"             "MILAM"                "MONTAGUE"            
[1507] "MOTLEY"               "NACOGDOCHES"          "NAVARRO"             
[1510] "NOLAN"                "NUECES"               "PALO PINTO"          
[1513] "PARKER"               "PARMER"               "PECOS"               
[1516] "PRESIDIO"             "RAINS"                "RANDALL"             
[1519] "REAL"                 "REEVES"               "REFUGIO"             
[1522] "ROCKWALL"             "RUNNELS"              "RUSK"                
[1525] "SAN AUGUSTINE"        "SAN JACINTO"          "SAN PATRICIO"        
[1528] "SAN SABA"             "SCURRY"               "SOMERVELL"           
[1531] "STARR"                "STONEWALL"            "SWISHER"             
[1534] "TARRANT"              "TERRY"                "TITUS"               
[1537] "TOM GREEN"            "TRAVIS"               "TYLER"               
[1540] "UPSHUR"               "UPTON"                "UVALDE"              
[1543] "VAL VERDE"            "VAN ZANDT"            "VICTORIA"            
[1546] "WALLER"               "WEBB"                 "WHARTON"             
[1549] "WHEELER"              "WILBARGER"            "WILLACY"             
[1552] "WISE"                 "YOUNG"                "ZAPATA"              
[1555] "ZAVALA"               "BOX ELDER"            "CACHE"               
[1558] "DAGGETT"              "DUCHESNE"             "EMERY"               
[1561] "JUAB"                 "MILLARD"              "RICH"                
[1564] "SALT LAKE"            "SANPETE"              "TOOELE"              
[1567] "UINTAH"               "UTAH"                 "WASATCH"             
[1570] "WEBER"                "ACCOMACK"             "ALBEMARLE"           
[1573] "AMELIA"               "AMHERST"              "APPOMATTOX"          
[1576] "ARLINGTON"            "AUGUSTA"              "BLAND"               
[1579] "BOTETOURT"            "BUCKINGHAM"           "CHARLES CITY"        
[1582] "CULPEPER"             "DICKENSON"            "DINWIDDIE"           
[1585] "FAIRFAX"              "FAUQUIER"             "FLUVANNA"            
[1588] "GOOCHLAND"            "GREENSVILLE"          "HANOVER"             
[1591] "HENRICO"              "ISLE OF WIGHT"        "JAMES CITY"          
[1594] "KING AND QUEEN"       "KING GEORGE"          "KING WILLIAM"        
[1597] "LOUDOUN"              "LUNENBURG"            "MATHEWS"             
[1600] "NEW KENT"             "NOTTOWAY"             "PATRICK"             
[1603] "PITTSYLVANIA"         "POWHATAN"             "PRINCE EDWARD"       
[1606] "PRINCE GEORGE"        "PRINCE WILLIAM"       "RAPPAHANNOCK"        
[1609] "ROANOKE"              "ROCKBRIDGE"           "SHENANDOAH"          
[1612] "SMYTH"                "SOUTHAMPTON"          "SPOTSYLVANIA"        
[1615] "WYTHE"                "ADDISON"              "BENNINGTON"          
[1618] "CALEDONIA"            "CHITTENDEN"           "GRAND ISLE"          
[1621] "LAMOILLE"             "RUTLAND"              "WINDSOR"             
[1624] "ASOTIN"               "CHELAN"               "CLALLAM"             
[1627] "COWLITZ"              "FERRY"                "GRAYS HARBOR"        
[1630] "ISLAND"               "KING"                 "KITSAP"              
[1633] "KITTITAS"             "KLICKITAT"            "OKANOGAN"            
[1636] "PACIFIC"              "PEND OREILLE"         "SKAGIT"              
[1639] "SKAMANIA"             "SNOHOMISH"            "SPOKANE"             
[1642] "WAHKIAKUM"            "WALLA WALLA"          "WHATCOM"             
[1645] "WHITMAN"              "YAKIMA"               "BARRON"              
[1648] "BAYFIELD"             "BURNETT"              "CALUMET"             
[1651] "DANE"                 "DOOR"                 "EAU CLAIRE"          
[1654] "FOND DU LAC"          "FOREST"               "GREEN LAKE"          
[1657] "KENOSHA"              "KEWAUNEE"             "LA CROSSE"           
[1660] "LANGLADE"             "MANITOWOC"            "MARATHON"            
[1663] "MARINETTE"            "MILWAUKEE"            "OCONTO"              
[1666] "OUTAGAMIE"            "OZAUKEE"              "PEPIN"               
[1669] "PRICE"                "RACINE"               "SAUK"                
[1672] "SAWYER"               "SHAWANO"              "SHEBOYGAN"           
[1675] "ST CROIX"             "TREMPEALEAU"          "VILAS"               
[1678] "WASHBURN"             "WAUKESHA"             "WAUPACA"             
[1681] "WAUSHARA"             "BRAXTON"              "BROOKE"              
[1684] "CABELL"               "DODDRIDGE"            "GREENBRIER"          
[1687] "HARDY"                "KANAWHA"              "MINGO"               
[1690] "MONONGALIA"           "PLEASANTS"            "PRESTON"             
[1693] "RALEIGH"              "RITCHIE"              "SUMMERS"             
[1696] "TUCKER"               "WETZEL"               "WIRT"                
[1699] "CONVERSE"             "GOSHEN"               "HOT SPRINGS"         
[1702] "LARAMIE"              "NATRONA"              "NIOBRARA"            
[1705] "SUBLETTE"             "SWEETWATER"           "UINTA"               
[1708] "WASHAKIE"             "WESTON"              

unique(railroad$total_employees)

  [1]    2    7    3    1   88  102  143   25  154   13   29   45    9   72   26
 [16]   10   14  199   11    5   12  129  122   33  116   47   78   40    8   46
 [31]   55  990  117    6   16   17  331   43   42    4   24   19   39   38  158
 [46]  162   60  192   18   35   79   61   48   30   15   34  289   54   68  167
 [61]   37   32  361   22  330   31  972  262   50   20  270  268  462  407  510
 [76]  749   63   94  346   69  348  103  341   65  500   21 2545   59   36  460
 [91]  539   84 1567  738 2888  206  474   98   80  244   44   83  221  195   97
[106]   62  553  128   71  503  112   28  267  159   77  137  252  141  526  223
[121]  486  113   57 1561  146   66  279 1275   81  294   23  636 3073  124  387
[136]  242  101  155   73  238   92  449   56  175  114  120  304   95   41  130
[151]  281  194  661   85   89  315  282  177  878  372  269   87  200  271   53
[166]  413  157  140  179  204   90   96  235  609   70  538  168  205  131  104
[181] 8207  119  837  127  100   74  577  885  132  340  425  427  261  273   49
[196]   75  495  178  188 1784   76  536  118  125  306  153  147  229  165 1999
[211]  360  703   27  105  550  258   58   82  138  126 1286  232   91  233  111
[226]   67  107  325  856  415  236  483  133  231  322  285  546  280   86  368
[241]  240  314  202  673  386  429  558  310  509  406  393  248  722  302  809
[256]  109  136  164  149  170  266  265  849  181  651  106  579  148  595  207
[271]   52  150  681  362  226 2055  436   64   93  166  316  169  301  367  513
[286]  525  224  291  228  317  373  173  191 1168  142 3797  152  135 1619 2289
[301]  840  123  614  464 1097  871  955  862  296  589  115  227  431  401  249
[316]  629  648 1157  784  196  970 2076  184  342 1470  358   99 3685  211 1040
[331]  220  552  213  359  278  674  108  305  842  176  151   51  251  451  335
[346]  121  161  193  377  349  467  760  566  910 1106  420  308  299  357  815
[361]  350  145  532 1649  392  260  318  139  458  171  621  230  241  950  259
[376]  394  863  283 2535  144  292  303  883 4235  156  337  580  186  395  288
[391]  225 3249  110  172  197  850 1039  506  757  465  275  339  217  737

2.1.2 Check “dairy” data set

dairy

# A tibble: 36,449 × 14
   `Domain Code` Domain     `Area Code` Area  `Element Code` Element `Item Code`
   <chr>         <chr>            <dbl> <chr>          <dbl> <chr>         <dbl>
 1 QL            Livestock…           2 Afgh…           5318 Milk A…         882
 2 QL            Livestock…           2 Afgh…           5420 Yield           882
 3 QL            Livestock…           2 Afgh…           5510 Produc…         882
 4 QL            Livestock…           2 Afgh…           5318 Milk A…         882
 5 QL            Livestock…           2 Afgh…           5420 Yield           882
 6 QL            Livestock…           2 Afgh…           5510 Produc…         882
 7 QL            Livestock…           2 Afgh…           5318 Milk A…         882
 8 QL            Livestock…           2 Afgh…           5420 Yield           882
 9 QL            Livestock…           2 Afgh…           5510 Produc…         882
10 QL            Livestock…           2 Afgh…           5318 Milk A…         882
# ℹ 36,439 more rows
# ℹ 7 more variables: Item <chr>, `Year Code` <dbl>, Year <dbl>, Unit <chr>,
#   Value <dbl>, Flag <chr>, `Flag Description` <chr>

glimpse(dairy)

Rows: 36,449
Columns: 14
$ `Domain Code`      <chr> "QL", "QL", "QL", "QL", "QL", "QL", "QL", "QL", "QL…
$ Domain             <chr> "Livestock Primary", "Livestock Primary", "Livestoc…
$ `Area Code`        <dbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, …
$ Area               <chr> "Afghanistan", "Afghanistan", "Afghanistan", "Afgha…
$ `Element Code`     <dbl> 5318, 5420, 5510, 5318, 5420, 5510, 5318, 5420, 551…
$ Element            <chr> "Milk Animals", "Yield", "Production", "Milk Animal…
$ `Item Code`        <dbl> 882, 882, 882, 882, 882, 882, 882, 882, 882, 882, 8…
$ Item               <chr> "Milk, whole fresh cow", "Milk, whole fresh cow", "…
$ `Year Code`        <dbl> 1961, 1961, 1961, 1962, 1962, 1962, 1963, 1963, 196…
$ Year               <dbl> 1961, 1961, 1961, 1962, 1962, 1962, 1963, 1963, 196…
$ Unit               <chr> "Head", "hg/An", "tonnes", "Head", "hg/An", "tonnes…
$ Value              <dbl> 700000, 5000, 350000, 700000, 5000, 350000, 780000,…
$ Flag               <chr> "F", "Fc", "F", "F", "Fc", "F", "F", "Fc", "F", "F"…
$ `Flag Description` <chr> "FAO estimate", "Calculated data", "FAO estimate", …

unique(dairy$Domain)

[1] "Livestock Primary"

unique(dairy$Area)

  [1] "Afghanistan"                                         
  [2] "Albania"                                             
  [3] "Algeria"                                             
  [4] "American Samoa"                                      
  [5] "Angola"                                              
  [6] "Antigua and Barbuda"                                 
  [7] "Argentina"                                           
  [8] "Armenia"                                             
  [9] "Australia"                                           
 [10] "Austria"                                             
 [11] "Azerbaijan"                                          
 [12] "Bahamas"                                             
 [13] "Bahrain"                                             
 [14] "Bangladesh"                                          
 [15] "Barbados"                                            
 [16] "Belarus"                                             
 [17] "Belgium"                                             
 [18] "Belgium-Luxembourg"                                  
 [19] "Belize"                                              
 [20] "Benin"                                               
 [21] "Bermuda"                                             
 [22] "Bhutan"                                              
 [23] "Bolivia (Plurinational State of)"                    
 [24] "Bosnia and Herzegovina"                              
 [25] "Botswana"                                            
 [26] "Brazil"                                              
 [27] "British Virgin Islands"                              
 [28] "Brunei Darussalam"                                   
 [29] "Bulgaria"                                            
 [30] "Burkina Faso"                                        
 [31] "Burundi"                                             
 [32] "Cabo Verde"                                          
 [33] "Cambodia"                                            
 [34] "Cameroon"                                            
 [35] "Canada"                                              
 [36] "Central African Republic"                            
 [37] "Chad"                                                
 [38] "Chile"                                               
 [39] "China, Hong Kong SAR"                                
 [40] "China, mainland"                                     
 [41] "China, Taiwan Province of"                           
 [42] "Colombia"                                            
 [43] "Comoros"                                             
 [44] "Congo"                                               
 [45] "Costa Rica"                                          
 [46] "Côte d'Ivoire"                                       
 [47] "Croatia"                                             
 [48] "Cuba"                                                
 [49] "Cyprus"                                              
 [50] "Czechia"                                             
 [51] "Czechoslovakia"                                      
 [52] "Democratic People's Republic of Korea"               
 [53] "Democratic Republic of the Congo"                    
 [54] "Denmark"                                             
 [55] "Djibouti"                                            
 [56] "Dominica"                                            
 [57] "Dominican Republic"                                  
 [58] "Ecuador"                                             
 [59] "Egypt"                                               
 [60] "El Salvador"                                         
 [61] "Eritrea"                                             
 [62] "Estonia"                                             
 [63] "Eswatini"                                            
 [64] "Ethiopia"                                            
 [65] "Ethiopia PDR"                                        
 [66] "Falkland Islands (Malvinas)"                         
 [67] "Fiji"                                                
 [68] "Finland"                                             
 [69] "France"                                              
 [70] "French Guyana"                                       
 [71] "French Polynesia"                                    
 [72] "Gabon"                                               
 [73] "Gambia"                                              
 [74] "Georgia"                                             
 [75] "Germany"                                             
 [76] "Ghana"                                               
 [77] "Greece"                                              
 [78] "Grenada"                                             
 [79] "Guadeloupe"                                          
 [80] "Guatemala"                                           
 [81] "Guinea"                                              
 [82] "Guinea-Bissau"                                       
 [83] "Guyana"                                              
 [84] "Haiti"                                               
 [85] "Honduras"                                            
 [86] "Hungary"                                             
 [87] "Iceland"                                             
 [88] "India"                                               
 [89] "Indonesia"                                           
 [90] "Iran (Islamic Republic of)"                          
 [91] "Iraq"                                                
 [92] "Ireland"                                             
 [93] "Israel"                                              
 [94] "Italy"                                               
 [95] "Jamaica"                                             
 [96] "Japan"                                               
 [97] "Jordan"                                              
 [98] "Kazakhstan"                                          
 [99] "Kenya"                                               
[100] "Kuwait"                                              
[101] "Kyrgyzstan"                                          
[102] "Lao People's Democratic Republic"                    
[103] "Latvia"                                              
[104] "Lebanon"                                             
[105] "Lesotho"                                             
[106] "Liberia"                                             
[107] "Libya"                                               
[108] "Liechtenstein"                                       
[109] "Lithuania"                                           
[110] "Luxembourg"                                          
[111] "Madagascar"                                          
[112] "Malawi"                                              
[113] "Malaysia"                                            
[114] "Mali"                                                
[115] "Malta"                                               
[116] "Martinique"                                          
[117] "Mauritania"                                          
[118] "Mauritius"                                           
[119] "Mexico"                                              
[120] "Mongolia"                                            
[121] "Montenegro"                                          
[122] "Montserrat"                                          
[123] "Morocco"                                             
[124] "Mozambique"                                          
[125] "Myanmar"                                             
[126] "Namibia"                                             
[127] "Nepal"                                               
[128] "Netherlands"                                         
[129] "Netherlands Antilles (former)"                       
[130] "New Caledonia"                                       
[131] "New Zealand"                                         
[132] "Nicaragua"                                           
[133] "Niger"                                               
[134] "Nigeria"                                             
[135] "Niue"                                                
[136] "North Macedonia"                                     
[137] "Norway"                                              
[138] "Oman"                                                
[139] "Pakistan"                                            
[140] "Palestine"                                           
[141] "Panama"                                              
[142] "Papua New Guinea"                                    
[143] "Paraguay"                                            
[144] "Peru"                                                
[145] "Philippines"                                         
[146] "Poland"                                              
[147] "Portugal"                                            
[148] "Puerto Rico"                                         
[149] "Qatar"                                               
[150] "Republic of Korea"                                   
[151] "Republic of Moldova"                                 
[152] "Réunion"                                             
[153] "Romania"                                             
[154] "Russian Federation"                                  
[155] "Rwanda"                                              
[156] "Saint Lucia"                                         
[157] "Saint Vincent and the Grenadines"                    
[158] "Samoa"                                               
[159] "Sao Tome and Principe"                               
[160] "Saudi Arabia"                                        
[161] "Senegal"                                             
[162] "Serbia"                                              
[163] "Serbia and Montenegro"                               
[164] "Seychelles"                                          
[165] "Sierra Leone"                                        
[166] "Slovakia"                                            
[167] "Slovenia"                                            
[168] "Solomon Islands"                                     
[169] "Somalia"                                             
[170] "South Africa"                                        
[171] "South Sudan"                                         
[172] "Spain"                                               
[173] "Sri Lanka"                                           
[174] "Sudan"                                               
[175] "Sudan (former)"                                      
[176] "Suriname"                                            
[177] "Sweden"                                              
[178] "Switzerland"                                         
[179] "Syrian Arab Republic"                                
[180] "Tajikistan"                                          
[181] "Thailand"                                            
[182] "Togo"                                                
[183] "Tonga"                                               
[184] "Trinidad and Tobago"                                 
[185] "Tunisia"                                             
[186] "Turkey"                                              
[187] "Turkmenistan"                                        
[188] "Uganda"                                              
[189] "Ukraine"                                             
[190] "United Arab Emirates"                                
[191] "United Kingdom of Great Britain and Northern Ireland"
[192] "United Republic of Tanzania"                         
[193] "United States of America"                            
[194] "United States Virgin Islands"                        
[195] "Uruguay"                                             
[196] "USSR"                                                
[197] "Uzbekistan"                                          
[198] "Vanuatu"                                             
[199] "Venezuela (Bolivarian Republic of)"                  
[200] "Viet Nam"                                            
[201] "Wallis and Futuna Islands"                           
[202] "Yemen"                                               
[203] "Yugoslav SFR"                                        
[204] "Zambia"                                              
[205] "Zimbabwe"                                            
[206] "World"                                               
[207] "Africa"                                              
[208] "Eastern Africa"                                      
[209] "Middle Africa"                                       
[210] "Northern Africa"                                     
[211] "Southern Africa"                                     
[212] "Western Africa"                                      
[213] "Americas"                                            
[214] "Northern America"                                    
[215] "Central America"                                     
[216] "Caribbean"                                           
[217] "South America"                                       
[218] "Asia"                                                
[219] "Central Asia"                                        
[220] "Eastern Asia"                                        
[221] "Southern Asia"                                       
[222] "South-eastern Asia"                                  
[223] "Western Asia"                                        
[224] "Europe"                                              
[225] "Eastern Europe"                                      
[226] "Northern Europe"                                     
[227] "Southern Europe"                                     
[228] "Western Europe"                                      
[229] "Oceania"                                             
[230] "Australia and New Zealand"                           
[231] "Melanesia"                                           
[232] "Polynesia"                                           

unique(dairy$Element)

[1] "Milk Animals" "Yield"        "Production"  

unique(dairy$Item)

[1] "Milk, whole fresh cow"

unique(dairy$Year)

 [1] 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975
[16] 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990
[31] 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005
[46] 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018

unique(dairy$Unit)

[1] "Head"   "hg/An"  "tonnes"

unique(dairy$Value)

    [1]    700000      5000    350000    780000      5128    400000    870000
    [8]      5172    450000    960000      5208    500000   1060000      5189
   [15]    550000   1080000      5398    583000   1040000      4808   1010000
   [22]      4752    480000   1025000      5024    515000      5385    560000
   [29]   1070000      5421    580000   1081000      5402    584000   1100000
   [36]      5455    600000   1026000      5093    522500   1120000      4754
   [43]    532500      4857    544000      4964    556000   1130000      4920
   [50]   1200000   1000000    760000      3947    300000    790000      4557
   [57]    360000    800000      4500    806524      6943   1170000      5470
   [64]    640000      6375    765000   1311000      7208    945000   1500000
   [71]      7333   1800000      7000   1260000   2000000      6900   1380000
   [78]   2100000      6810   1430000   2400000      6875   1650000      6600
   [85]   1320000   1600000   2600000      6154      5692   1480000      6285
   [92]   1508500      5608   1458000   2800000      4910   1374800   3000000
   [99]      4780   1434000   3300000      4215   1390800      4282   1413000
  [106]   3900000      3592   1401000   3800000      3692   1403000   4000000
  [113]      3769   1507700   4040000      3702   1495600   4050000      3721
  [120]   1507050   3563963      5242   1868311   3548774      5244   1860908
  [127]   3388888      5257   1781535   3418897      5255   1796609    116600
  [134]      6715     78300    121800      6601     80400    128800      6599
  [141]     85000    138500      6498     90000    151700      6350     96332
  [148]    156900      6499    101963    164600      7001    115237    151500
  [155]      7898    119661    160700      8100    130173    159200      9220
  [162]    146784    155000     11193    173490     11935    185000    158000
  [169]     13392    211600    166000     12651    210000    166500     12913
  [176]    215000    171000     13000    222300    190000     13053    248000
  [183]    206000     13107    270000    214900     13215    284000    221000
  [190]     13271    293300    233600     13292    310500    234900     13367
  [197]    314000    235800     13762    324500    240000     13500    324000
  [204]     13180    293000    234000     13034    305000    252900     13088
  [211]    331000    276300     12740    352000    285300     12758    364000
  [218]     14824    421000    303100     13952    422900    315400     15419
  [225]    486300    335900     15978    536700    451100     14352    647400
  [232]    470000     16834    791200    488000     18331    894556    432000
  [239]     16370    707200    423000     17065    721850     17616    761000
  [246]    448000     18013    807000    441000     19048    840000    435000
  [253]     20184    878000    443000     20406    904000     21080    917000
  [260]    430000     21628    930000    420000     22762    956000    396000
  [267]     21919    868000     24861    895000    353000     25722    908000
  [274]    355000     26197    354000     26977    955000    357644     26750
  [281]    956700    356126     27216    969250    357965     26958    965000
  [288]    357100     26995    964000    354872     27493    975663    349207
  [295]     28135    982510    342683     28409    973526    263000      6008
  [302]      6274    165000      6464    170000    289000      6644    192000
  [309]    304000      6842    208000    326000      7025    229000    342000
  [316]      7193    246000      7394    261000    372000      7688    286000
  [323]    364300      7936    289100    368500      8138    299900    398500
  [330]      7837    312300      7885      8605    370000      9333      9787
  [337]    460000    490000      9796    510000      9804      9853    502500
  [344]    530000      9778    518250    540000      9630    520000    610000
  [351]      9672    590000    576000      9549      9709    534000      9745
  [358]    536000    553000      9747    539000     10000    630000      9286
  [365]    585000    650000      9154    595000    660000      9545      9492
  [372]    722267      9415    680000    720000     10921    830000    752000
  [379]     11941    898000    750910     11320    850000    740000     13297
  [386]    984000    799888   1039854    900000     17595   1583590   1008000
  [393]     16242   1637210    874000     17666   1544000    893000     18029
  [400]   1610000   1003000     19093   1915000    950000     22021   2092000
  [407]    847640     26474   2244000    836145     26130   2184846    853523
  [414]     26006   2219708     28167   2394200    915400     28762   2632911
  [421]    940690     31115   2926959    966097     31966   3088190   1011000
  [428]     33314   3368066   1086000     32678   3548825   1107800     26467
  [435]   2932000   1066625     26420   2818000   1073709     24830   2666000
  [442]    940729     26545   2497137        40      8000        32        39
  [449]        31        38        30        37        36        29        35
  [456]        28        34        27        33        26        25        24
  [463]        23        22        21        20        19        18        17
  [470]        16     13729     13731     13735     13737     13740     13742
  [477]     13744     13746     13748     13750     13753     13755     13757
  [484]     13760     13769        41     13768     13771     13773     13775
  [491]     13777     13779     13763     13766    220000    110000    230000
  [498]    115000    120000    250000    125000    254000    127000    260000
  [505]    130000    266000    133000    268000    134000    135000    280000
  [512]    140000    285000    142500    290000    145000    295000    147500
  [519]    275000    137500    150000    310000    315000      4921    320000
  [526]      4906    157000    325000      4892    159000    330000      4879
  [533]    161000    335000      4896    164000    340000      4824      4875
  [540]    156000      4839    318221      4890    155601      4825    152000
  [547]      4903      4867    146000    285651      5146    147000      4909
  [554]    162000    356000      4916    175000    390000      4872    353719
  [561]      5400    191000    404000      4827    195000    361227      5045
  [568]    182228    353967      5054    178877    346669      5063    175502
  [575]      5048    181743      5004    202159    406000      4877    198000
  [582]    410000      4878    200000      4815    195500      4800    158400
  [589]    397400      5014    199270    335310      5487    184000    336000
  [596]      5521    185500      5500    187000    345000      5507    431795
  [603]      4990    215482    430705      4992    214989    432736    215953
  [610]    436162      4988    217567      2300      2400      2800      2700
  [617]      3000      3100      3300     10323      3200     10645     10313
  [624]     10625      3400      4100     10488      4300      5300      9434
  [631]      6000      5900      9322      6100      9508      5800      9394
  [638]      6200      9355      5924      9348      5538      9059      8496
  [645]      7697      9061      6511      9064      8498      7702      9066
  [652]      8499      7705      8916      6730      9655      5600      9643
  [659]      9636      7798      8574      6686      7621      8585      6543
  [666]      7854      8573      6733      7959      6722      5350      8063
  [673]      8564      6905      8219      8557      7033      8221      8558
  [680]      7036      8223      8559      7038      5550      9730      9724
  [687]      5640      5700      9737      3220      8996      2896      3500
  [694]      8857      8971      3050      8788      2900      2962      8860
  [701]      2624   2290000     18126   4150806   2265000     18289   4142558
  [708]   2390000     18273   4367316   2450000     18508   4534338   2300000
  [715]     18589   4275557   2500000     18929   4732290   2310000     18902
  [722]   4366285   2460000     19036   4682802   2415000     18865   4555989
  [729]   2200000     19045   4189984   2530000     19112   4835390   2750000
  [736]     19582   5384913     18985   5220984     18900   5292123     18833
  [743]   5649880   3050000     19014   5799375     19304   5308619   2615000
  [750]     19934   5212736   2911400     18372   5348828   3125100     16980
  [757]   5306557   3100000     17028   5278720     17716   5403471     18847
  [764]   5654004   2970000     18648   5538532   2950000     19128   5642663
  [771]   2940000     18323   5386975   2890000     22296   6443680   2830000
  [778]     21795   6168000     25854   6722120     26175   6281980     26613
  [785]   6121000     32359   6795320     32819   7220093     34861   8018087
  [792]   2350000     37322   8770717     39738   9139815     39049   9371790
  [799]     39368   9841926     42597  10649200     41312  10121330     39872
  [806]   9768725   2150000     40900   8793400     40987   8197480     40500
  [813]   8100000     47185   9908941     45624  10493569     44647   9822337
  [820]     48001  10320318     49363  10366290     50601  10626288     53734
  [827]  11552886   2193000     51708  11339530     50028  10971100   1950000
  [834]     56461  11009900   3448018     34979  12060900   1773265     58041
  [841]  10292200   1720067     58704  10097500   1595920     65959  10526600
  [848]    251136     15354    385600    257486     15092    388600    269845
  [855]     15046    276000     15155    418280    276800     15210    277840
  [862]     14937    415000    256000     16973    434500    256200     17322
  [869]    443800    252100     17467    440337    264920     17017    450805
  [876]    270107     17590    475113    280764     17741    498100    290995
  [883]     18414    535831    290069     19213    557300    297060     19535
  [890]    580300    307089     19570    600970    310610     19920    618730
  [897]    283000     20273    573740    273854     20350    557293    272600
  [904]     20470    558000    283349     20293    575000    303277     19927
  [911]    604340    309616     20609    638100    313872     21149    663800
  [918]    318623     21574    687400    295974     23441    693800    253990
  [925]     25422    645700   3162000     19851   6277000   3230000     20944
  [932]   6765000   3263000     21082   6879000   3078000     22788   7014000
  [939]   3012000     23665   7128000   2908000     25014   7274000   2881000
  [946]     26106   7521000   2794000     25122   7019000   2700000     26596
  [953]   7181000   2673000     29016   7756000   2601000     28735   7474000
  [960]   2565000     28452   7298000   2532000     28310   7168000   2371000
  [967]     29211   6926000   2355000     28442   6698000   2345000     27471
  [974]   6442000   2174000     27378   5952000   2056000     27529   5660000
  [981]   1921000     30312   5823000   1869000     29775   5565000   1819000
  [988]     29720   5406000   1810000     30006   5431000   1792000     31780
  [995]   5695000   1809000     33759   6107000     34411   6225000   1770000
 [1002]     35169   1716000     37080   6363000   1676000     37703   6319000
 [1009]   1663498     38978   6484000   1652539     39067   6456000   1637325
 [1016]     40316   6601000   1652000     42016   6941000   1697000     44514
 [1023]   7554000   1786440     46612   8327000   1820924     46460   8460000
 [1030]   1884121     47693   8986000   1977000     47122   9316000   2060000
 [1037]     45820   9439000   2155000     47230  10178000   2171000     49963
 [1044]  10847000   2176000     48470  10547000   2123000     53090  11271000
 [1051]   2049979     50381  10328000   2038141     49437  10076000   1942000
 [1058]     52147  10127000   1880000     53665  10089000   1796000     53357
 [1065]   9583000   1640325     56227   9223000   1676213     56007   9388000
 [1072]   1553000     58100   9023000   1588735     57285   9101000   1700388
 [1079]     55753   9480132   1688309     56400   9522000   1646685     57947
 [1086]   9542000   1689353     56169   9489000   1561631     64163  10019853
 [1093]   1520376     61376   9331500   1546533     60063   9289000   1127559
 [1100]     25733   2901500   1136353     26443   3004900   1124404     27118
 [1107]   3049200   1113920     28077   3127600   1110080     28910   3209200
 [1114]   1103121     29154   3216000   1134799     29613   3360500   1128215
 [1121]     29754   3356900   1099790     30379   3341100   1077527     30889
 [1128]   3328400   1060524     30950   3282300   1043693     31482   3285800
 [1135]   1044303     31379   3276900   1042483     31487   3282500   1026122
 [1142]     31820   3265100   1015474     32402   3290300   1008254     33201
 [1149]   3347500   1002294     33675   3375259    987867     33836   3342592
 [1156]    975012     35179   3430006    973940     36247   3530200    972870
 [1163]     36894   3589265    982262     37374   3671060    997272     37790
 [1170]   3768687    994889     38165   3797030    988706     38196   3776452
 [1177]    976458     38145   3724655    957081     35038   3353447    887130
 [1184]     37776   3351203    883614     37911   3349855    865392     38476
 [1191]   3329700    841099     39075   3286583    817935     39974   3269622
 [1198]    804264     40763   3278429    638339     46185   2948170    633139
 [1205]     46697   2956591    629875     47867   3015009    617898     49242
 [1212]   3042623    618744     50617   3131892    620580     52099   3233156
 [1219]    611739     53937   3299567    599962     54874   3292203    572860
 [1226]     56382   3229885    540737     58019   3137322    538431     57828
 [1233]   3113658    533030     59033   3146657    526072     59974   3155068
 [1240]    527433     60594   3195948    532295     60677   3229809    534059
 [1247]     61000   3257738    531101     62269   3307130    526993     64177
 [1254]   3382076    525258     64598   3393057    534041     65423   3493861
 [1261]    537744     65789   3537757    536711     67590   3627606    540820
 [1268]     68650   3712727    537914     71037   3821193    619600     13628
 [1275]    844373    615800     12891    793833    593800     13116    778851
 [1282]     13246    820700    644600     12867    829421    691800     12543
 [1289]    867751    727400     12804    931389     12858    977186    786500
 [1296]     12890   1013769    958917     11001   1054924    859000     12802
 [1303]   1099668    897708     12777   1146957    930900     12768   1188578
 [1310]    969100   1225965   1151340     11055   1272757   1216833     10797
 [1317]   1313800   1242132     10905   1354546   1263475     11126   1405788
 [1324]   1277357     11798   1506981   1272020     12301   1564759   1271565
 [1331]     13050   1659392   1289180     13626   1756654   1301565     14015
 [1338]   1824176   1299231     14546   1889803   1302963     15132   1971669
 [1345]   1299033     15281   1985063   1285784     15887   2042789      1000
 [1352]      1100      1150      1120      1050       900       850       750
 [1359]       700       800       669      9985       668       650       794
 [1366]      9955       791       600       550       714     10011       673
 [1373]     10040       676     10042     10043       628     10078       633
 [1380]       607     10097       613       580       710       720       730
 [1387]       740     10135       745     10018       746       677       680
 [1394]       672       674       675     10044      1500     25000      3750
 [1401]      1550      3875      1575     24997      3937      1600      4000
 [1408]      1650      4125      1700      4250      1800      1900      4750
 [1415]      2000     27500     27570      5514     28000     28500      2025
 [1422]     28148      2050     27805      2100     25143      5280     26435
 [1429]      6080     25926     25712      8485      3700     25784      9540
 [1436]     25976     10650      4700     25889     12168      6400     16708
 [1443]      7500     26200     19650      7100     26103     18533      7588
 [1450]     24087     18277      7150     26294     18800      7200     26389
 [1457]     19000     26000     18200      6039     26604     16066     22222
 [1464]     16000      7218     19397     14001      7107     19700      7874
 [1471]     22272     17538     23750     19718     14000      9500     21053
 [1478]     20000      7700     19481     15000      6500     16171     10511
 [1485]      5668     26110     14800      5670     22400     12700     11600
 [1492]      4600      9200      4644     19382      9000      6238     22032
 [1499]     13743      6239     22035     13749      6241     22039     13754
 [1506]      6522     22095     14410      6549     22088     14465      6189
 [1513]     21999     13615      6043     21962      6190     22003     13620
 [1520]      6205     22008     13656   2370000      2500    592500   2380000
 [1527]   2480000    620000   2540000    635000   2660000    665000   2740940
 [1534]    685235   2740000    685000   2737644    684411   2739072    684768
 [1541]   2785988    696497   2823632    705908   3119972    779993   3169988
 [1548]    792497   3658180    914595   3772412    943103   3735000      2058
 [1555]    768695   3822000    786597   3833000    788863   3883000    799155
 [1562]   3398594      2060   3434000    706604   3469000    713806   3504000
 [1569]    721008   3540000    728415   3573000    735330   3615000    743796
 [1576]   3618000    744752   3655000    752377   3727000    767198   3760000
 [1583]      2059    774000   3790000   3730000    768000   3650000    751000
 [1590]   3740000    770000   3780000    778000   3810000    784000   3840000
 [1597]    791000   3870000    797000      2051   3930000    806000   3960000
 [1604]    812000   3990000    818000   4022000    825000   4034000    827000
 [1611]   4047000    829600   4059000    832000   4065000      2054    835000
 [1618]   4077000      2055    838000   4080000      2056    838800   4090000
 [1625]   4008765      2053    823121   4031801      2052    827372   4054978
 [1632]    831647      3900     12821     12750      5100      5200     13250
 [1639]     12564      4900     12873      5149     12960      5184     12878
 [1646]      5151     13583      5433     14278      5854     14010      5744
 [1653]     14111     14676      6604     14954      7178     14962      7481
 [1660]     14888      7146     14669      7041     14919      7758     15873
 [1667]      8730     15552      9331     16263     10571     16528     11735
 [1674]     16676     11840      7138     17963     12822     17749     14199
 [1681]     17816     14253      8656     17040      7668      4400     16584
 [1688]      7297     16743      7869     16702      8351     16406      8531
 [1695]      9100     16875     18023      7930     18089      8140     18115
 [1702]      7427      3850     18229      7018      3650     18140      6621
 [1709]      3450     18133      6256     17968      5570     18032      6762
 [1716]     18092      6694     18218      7014      3680     18209      6701
 [1723]     18156      5810     18624      6146     15400      5082     15048
 [1730]      4966      2894     18061      5227      2833     16056      4549
 [1737]      2850     17061      4862      2848     16849      4799   2220100
 [1744]     26507   5884800   2199100     25392   5584000   2179600     25280
 [1751]   5510000   2137100     23724   5070100   2042700     24029   4908400
 [1758]   2025000     25346   5132500   1975000     26493   5232400   1917000
 [1765]     24730   4740800   1861000     24060   4477500   1818000     26454
 [1772]   4809300   1749000     27143   4747300   1715600     27147   4657300
 [1779]   1657700     30912   5124200   1612900     35031   5650100   1565000
 [1786]     37500   5868700   1505600     39019   5874700   1459000     42463
 [1793]   6195300   1452200     45083   6547000   1444600     45649   6594500
 [1800]   1478100     43875   6485200   1477400     45710   6753200   1519000
 [1807]     43570   6618300   1533500     43605   6686800   1511600     46508
 [1814]   7030200   1501500     47433   7122000   1500200     48687   7304000
 [1821]   1497700     48938   7329500    615857     59900   3689000    625139
 [1828]     59091   3694000    602276     57598    559423     60777   3400000
 [1835]    542674     56387   3060000    523281     57808   3025000    507327
 [1842]     55919   2836930    500005     57572   2878636    517190     55091
 [1849]   2849228    524580     56319   2954385     61333   3066630     63546
 [1856]   3101050    485112     63320   3071716    460307     75471   3474000
 [1863]    519088     71075   3689440    528778     75422   3988147    530587
 [1870]     73157   3881626    519159     77537   4025417    529247     76659
 [1877]   4057178   1084105     38046   4124554   1118654     37260   4168130
 [1884]   1086878     37097   4031965   1059155     36576   3873958   1074155
 [1891]     36863   3959645   1081300     36654   3963343   1094537     37279
 [1898]   4080349   1128656     36580   4128602   1131865     36502   4131517
 [1905]   1103490     35903   3961817   1073908     35563   3819145   1048061
 [1912]     37009   3878796   1076342     35765   3849576   1070533     36985
 [1919]   3959331   1060610     36483   3869473   1058892     36290   3842711
 [1926]   1049879     36880   3871904   1046469     38434   4021986   1050300
 [1933]     38404   4033619   1044030     38629   4032938   1034000     39261
 [1940]   4059556   1035223     39271   4065462   1052670     39531   4161267
 [1947]   1058714     38903   4118678   1030450     39758   4096842     41752
 [1954]   4216977    984300     41356   4070713    952910     41158   3921955
 [1961]    930439     42102   3917322    910200     42845   3899763    856904
 [1968]     44444   3808440    815110     46310   3774800    752582     47989
 [1975]   3611576    746628     48290   3605440    734921     49582   3643920
 [1982]    699900     52596   3681200    683669     50856   3476882    683046
 [1989]     53910   3682279    679000     53741   3649000     10167     10333
 [1996]     10161      3150     10156      3250     10152      3350     10303
 [2003]     10147      3600      9722     10139     10278     10270      3800
 [2010]     10132     10263     10250     10233     10204     10377     10370
 [2017]      6300     10317     11455     11607      3024      3558      1076
 [2024]      1200      1240      2080      6216      1293      2490      4606
 [2031]      1147     10842      1301      1374     10983      1318      1610
 [2038]      7056      1136      3797      1139      3006      3789      2665
 [2045]      4994      1331      6074      1397      2064     12263      2531
 [2052]      3560      9458      3367      3550      9690      3440     10189
 [2059]      3617      2576     14697      3786      2864     10525      3014
 [2066]      3914      6914      2706      8129      2920      3877      9683
 [2073]      3754      8526      3325      9863      3945     10770     10004
 [2080]      5002      9518      4664      5702      7944      4369      7362
 [2087]      4785      4309     11590     40201     43268      5192     46262
 [2094]      5551     49138      5897     56163      6740     63338      7601
 [2101]     66000      7920     65600      7872     70700      8484     70800
 [2108]      8142     73500      8085     81000      8505     85500      8550
 [2115]      9405     10800     89000     10680     90700      9977     92500
 [2122]     11100     94000     11280    103600     12432    105700     12684
 [2129]    107800     12936     13200    112000      1300     14560    115600
 [2136]      1250     14450    114000     14820    116000     15080    105000
 [2143]     13650     15600    280451      2218     62195    292352      2205
 [2150]     64454    292244     64444    324722      2172     70531    280554
 [2157]      2219     62254    327756      2170     71116    337672      2161
 [2164]     72963    343370      2156     74026    358070      2143     76739
 [2171]    370526     76328    384461     79199    394223     81210    403078
 [2178]     83034    413155     85110    423280     87196    435305     89673
 [2185]    446608     92001    458152     94379    469937     96807    482202
 [2192]     99334    494949    101959    507650    104576    520923    107254
 [2199]    534300    110066    548340    112950    562530    115881    577200
 [2206]    118903    592111    121975      1047     34107      3571      1040
 [2213]     36837      3831     34868      3961      1172     34343      4025
 [2220]      1320     26477      3495      1428     28326      4045      1239
 [2227]     32437      4019       871     38783      3378       636     41368
 [2234]      2631       616     36494      2248       571     39930      2280
 [2241]       544     36581      1990     30683      1841       360     39000
 [2248]      1404       420     34024      1429       380     38684      1470
 [2255]       472     30424      1436       475     29474      1400       500
 [2262]     27420      1371     29091       560     28571       520     28846
 [2269]       480     29167       400     30000     30292      1454       473
 [2276]     30670      1450       446     31416       530     26038      1380
 [2283]     24000       350     30429      1065     38571      1350       391
 [2290]     33372      1304       370     37838     38158       390     37949
 [2297]      1480     38095     38750     33423      1308       392     36518
 [2304]      1430     36255      1420     33827     33431     33562      1342
 [2311]       405     33630      1362       410     33697      1382     33758
 [2318]      1384       430     34042      1463       419     33887      1419
 [2325]       418     33877      1415       417     33864      1411     63000
 [2332]      2570     16191     65000     16705     16962     68000     17476
 [2339]     70000     17990     71000     18247     73000     18761     75000
 [2346]     19275     77000     19789     79000     20303     20817     83000
 [2353]     21331     84000     21588     86000     22102     22873     93000
 [2360]     23901     95000     24415     98000     25186     98500     25315
 [2367]    100000     25700    107500     27628    107900     27730    108000
 [2374]     27756    108420     27864    108500     27885    109000     28013
 [2381]    109500     28142     28270     30840     35980     13849    217432
 [2388]    152900     13851    211782    152100     13853    210706     13855
 [2395]    209907    167400     13859    231996     13860    220656     13862
 [2402]    220413    159300     13865    220865    168114     13868    233133
 [2409]    160000     13869    221906    145069     13870    201211     13874
 [2416]    221976    147846     13875    205130    149812     13877    207894
 [2423]    168423     13881    233783     13883    229064    163373     13885
 [2430]    226838    145336    201804    151000     13888    209710     13890
 [2437]    209743     13892    208385     13895    208418     13897    208451
 [2444]     13882    211000    137358    190402    137338     13863    190390
 [2451]    137375     13864    190456    135590    187959     18300     12568
 [2458]     23000     12766     19300     12953     19800     12879     25500
 [2465]     20300     13054     26500     12917     31000     12800     32000
 [2472]     27000     12407     33500     29000     12448     36100     12540
 [2479]     31350     32500     12892     41900     34500     13159     45400
 [2486]     36000     13361     48100     36500     13630     49750     38000
 [2493]     14026     53300     40000     14125     56500     42000     58600
 [2500]     44000     14114     62100     47000     65800     51000     71400
 [2507]     54000     13889     57000     14035     80000     60000     14167
 [2514]     13846     13971     74000     13919    103000     78000     13974
 [2521]     13951    113000     14048    118000     92000     14130     96000
 [2528]     14073    135100     99000    138700     14263    192554     13935
 [2535]    195083    143000     14142    202237    191081    149600     15424
 [2542]    230743    137000     16894    231454     15044    182000     15991
 [2549]    291040     16108    298000     16053     16154     16174    253929
 [2556]     16297    260759     16049    173800     20866    362648    177000
 [2563]     23473    415470    180000     24753    445557     26724    499731
 [2570]     26763    529901     27224    544475    205000     27144    556448
 [2577]     26749    529624     27175    543508    189019     28802    544412
 [2584]    358000     12570    332091     12948     11692    380000    262000
 [2591]    214500     14172    267700     15514    415300    276700     19165
 [2598]    530300    287600     18498    532000    300300     18099    543500
 [2605]     18364    525200    266500     19422    517600     18787    537300
 [2612]    291429     20612    600700    298263     21756    648900    312629
 [2619]     21844    682900    306844     24335    746700    296716     25617
 [2626]    760100    293169     27213    797800    277386     25798    715600
 [2633]    263215     26176    689000    250361     26921    674000    250940
 [2640]     27417    688000    246333     27842    685830    247562     28098
 [2647]    695601    242991     28767    699011    232354     29253    679714
 [2654]    227013     29809    676712    154000     53900     55300     56700
 [2661]     59500    174000     60900    178000     62300     63700    186000
 [2668]     65100     66500    194000     67900     69300     68250     67200
 [2675]     75250     80500     87500     91000     94500     96250     99750
 [2682]    101500    106750    471226    374184    225000     13858    311814
 [2689]    265000    367364     13867    416000    374420    381421     13872
 [2696]    374538    388485     13879    471895    465022    273706    379924
 [2703]     13884    402627     13886    409641    416656    402818    293382
 [2710]     13893    407584    309000     13896    429371    321000     13898
 [2717]    446133    346308     13901    481418    327000     13903    454623
 [2724]     13905    458871     13907    458943    244146     13861    338402
 [2731]     13911    313000     13939    210394     13835    291074   7396200
 [2738]      7068   5227380   7617600      7167   5459591   7907600      7019
 [2745]   5550272   7985500      7940   6340177   8416700      8049   6774857
 [2752]   9050500      7612   6889152   8996900      7674   6904546   8989600
 [2759]      8048   7235182   9273900      7821   7252707   9515000      7728
 [2766]   7353143   9880000      7435   7346000  10020000      7308   7323000
 [2773]   9750000      7962   7763000  10838540      8324   9022000  12293660
 [2780]      8110   9970500  12852014      8300  10666700  14138181      6976
 [2787]   9862172  14150233      7127  10085416  14899088      7049  10503032
 [2794]  16512969      7240  11955761  16491672      7079  11675010  16386690
 [2801]      7211  11816513  16276361      7261  11818372  16742910      7348
 [2808]  12302828  17000000      7325  12452830  17600000      7318  12879055
 [2815]  17774144      7539  13399388  18053632      7722  13941059  18672992
 [2822]      7782  14531798  19072912      7830  14933430  19964100      7787
 [2829]  15546642  20476000      7948  16273320  20023100      8028  16074200
 [2836]  20068300      8109  16272800  20579212      8254  16985100  16273667
 [2843]     11730  19089400  17048232     11288  19244656  17280606     11153
 [2850]  19273424  17395658     11302  19661220  17885020     11395  20379988
 [2857]  18193952     11622  21145800  19005200     11741  22314700  19255642
 [2864]     11915  22943732  20022724     12087  24202408  20625924     12307
 [2871]  25384106  20942812     12503  26185564  21122318     12374  26137266
 [2878]  21585280     13176  28440492  22435289     12964  29085496  22924914
 [2885]     13398  30715460  23229193     13817  32096214  22803519     14166
 [2892]  32304421  22954537     14923  34255236  23027951     15253  35124360
 [2899]  21110916     16394  34609588  19559095     17220  33680401  16851782
 [2906]     19768  33312149  16357485     20688  33839864        NA       250
 [2913]      4120       103       230      4130        95       270      4481
 [2920]       121       260      4423       115      4261        98       170
 [2927]      4412        75       150      4200        63        90      4111
 [2934]        85      4118       136      4473        61       127      4545
 [2941]        58      3927        50       105      4381        46       100
 [2948]        42        43       122      4516        55       124      4499
 [2955]        56       113      4582        52    527600     15411    813089
 [2962]    533695     14470    772230    507180     15719    797239    502540
 [2969]     18421    925754    566819     17648   1000325    512887     21412
 [2976]   1098183    525017     23070   1211232    519366     23085   1198940
 [2983]    523003     23054   1205734    545552     22940   1251504    566562
 [2990]     22787   1291019    578840     22594   1307837    577057     23297
 [2997]   1344393    598943     23550   1410519    620958     23103   1434574
 [3004]    649018     22436   1456155    654436   1548745    684849     23646
 [3011]   1619379    695841     25901   1802264    698776     26169   1828594
 [3018]    701734     27059   1898800    694066     28830   2001000    684623
 [3025]     30534   2090402    666491     32439   2161997    647164     32726
 [3032]   2117905    632086     34363   2172013    625194     34883   2180850
 [3039]    632359     34287   2168148    605930     35240   2135301    596566
 [3046]     35215   2100799    574024     30652   1759490    486644     32682
 [3053]   1590460    418940     32013   1341140    349281     34302   1198110
 [3060]    350533     33237   1165050    369768     31455   1163106    356644
 [3067]     33554   1196680    387055     34285   1327000    421428     32955
 [3074]   1388800    430983     32731   1410663    416299     29403   1224050
 [3081]    358649     36412   1305912    358178     36533   1308525    361846
 [3088]     37164   1344750    368719     34902   1286909    347754     37346
 [3095]   1298709    350144     32796   1148328    335866     34037   1143190
 [3102]    314668     34112   1073401    296757     37888   1124360    308165
 [3109]   1125824    306843     35622   1093034    288749     39776   1148534
 [3116]    307097     35908   1102732    295374     34805   1028036    276160
 [3123]     36883   1018567    271329     35683    968177    252056     35658
 [3130]    898774    307000      1987    334000      1976    384000      2005
 [3137]    405000    417000    425000    434000      1889     82000     72000
 [3144]      1745     67000      1749      1751      1741     76000    445000
 [3151]     77900    455000      1758    463000      1750     82250    479000
 [3158]     83800     85400    498000     87150    503000      1703     85651
 [3165]    508000      1720     87364    570000      1563     89111      1515
 [3172]     90894      1472     92711    526786      1133     59690    547939
 [3179]     62082    558980     63332    570116     64594    581498     65884
 [3186]    593098     67198    604872     68543    617063     69913    629396
 [3193]     71311    641988     72737    654828     74192    667925     75676
 [3200]    681284     77189    997829    113054   1017783    115315   1038135
 [3207]    117621   1058895    119973   1080070    122372   1101668    124819
 [3214]   1123698    127315   1146169    129861   1169090    132458   1192468
 [3221]    135107   1216315      1141    138808   1300000      1154   1400000
 [3228]      1214    208074   1630000      1302    212236   1267913      1084
 [3235]    137429     25550     26600     27300     30100     32550     32900
 [3242]     34650    101000     35350    122000     42700    117000     40950
 [3249]    123000     43050    131000     45850    136000     47600     47950
 [3256]    141000     49350     49000     50050    144000     50400     51450
 [3263]     33250     31500     31850     29050     36750      3825     36721
 [3270]      3804     38423    102000      3801     38767     88000      3864
 [3277]     34004      3923     30203      3946     28809      3978     27053
 [3284]      3930     29869     65700      3493     22950     53000     18550
 [3291]     55000     19250      3522     14794     41000      3499     14344
 [3298]     46000      3511     16150     34000      3491     11869     19642
 [3305]     74700      3503     26167      3433     24715      3802     30418
 [3312]      4384     43836      3533     31800      4109     41086      5251
 [3319]     60386    113461      5279     59896      5011     77670    132000
 [3326]    148076      3669     54335      4286      4138      4375      4333
 [3333]      4242      4483      4455       490      1080      4444      4554
 [3340]       510      4583      4308      4386      4240       950      4463
 [3347]       424      2200      4318      4259      2950      4237      4390
 [3354]      4471      4350      1950      4459      3991      4460      1780
 [3361]      4065      4477      1820      4139      4470      1850      8043
 [3368]      7061      5679      8050      6832      8250      7030      6459
 [3375]      7431      8400      5515      4632      5656      3701      6316
 [3382]     10500      6286      7906      5552      7083      5615      3977
 [3389]      7561      5579      4218      7581      5578      4229      7093
 [3396]      5617      3984      6388      5333      3407      6405      5330
 [3403]      3414      6416      5334      3422      6808      5585      6823
 [3410]      5684      3878      6838      5632      3851      8395      4649
 [3417]      8389      5539      4647     12495     77500     13175     13600
 [3424]     88500     15045     15725    104200     17714    113400     19278
 [3431]     20400     19550     18700     17850     17000     15300     11900
 [3438]     15640     15980     16320     97000     16490     16830    102011
 [3445]     17342    101055     20741      2040     21418     22271    111100
 [3452]      2022     22460    112500      2018     22700      2017      2011
 [3459]     23128      2003     23634      1998     23972     23976     23980
 [3466]      1999     23984    119400      2001     23887      1994     24325
 [3473]    127400      1980     25225    133800      1964     26283      1959
 [3480]     26648     27305      1942     27960      1951     27314      1958
 [3487]     26828    138000      1956     26996      1957      1757     24600
 [3494]    122280      1971     24100    122659      1965    123138      1989
 [3501]     24495    121814      1993     24273     46400     23200     46500
 [3508]     23250     49200     42500     21250     46200     23100     50100
 [3515]     25050     50500     25250     55900     27950     50000     48000
 [3522]    104000     52000    116700     58350    189000    175600     87800
 [3529]    171550     85775    207500    103750    212750    106375    218100
 [3536]    109050    223500    111750    229100    114550    234850    117425
 [3543]    235000      6021    141499    236000    142084      6015    144354
 [3550]    245000      6007    147183    150009    243385      6012    146323
 [3557]    248099      6005    148990    252587      5999    151529    255000
 [3564]      5996    152904      5989    155726    290681      5946    172844
 [3571]    152977      5992    155800      5986    158620      5979    161438
 [3578]    298796      5727    171131    298866      5941    177552    261268
 [3585]      6656    173896    259486      6706      5645    322000      5497
 [3592]      5919    192950    301650      5944    179290    290043      5957
 [3599]    172765    289280      5958    172348    289536    172505   2986800
 [3606]     27874   8325517   2955500     28239   8345928   2914500     28714
 [3613]   8368608   2906000     28912   8401720   2885000     28894   8335949
 [3620]   2676400     31180   8345021   2670500     30957   8266967   2618900
 [3627]     31833   8336820   2586500     32845   8495296   2553500     32561
 [3634]   8314448   2257500     35135   7931800   2213300     36261   8025749
 [3641]   2119500     36173   7666858   2068000     36911   7633160   2042000
 [3648]     37959   7751230   2023000     38026   7692736   1974000     39256
 [3655]   7749048   1907000     39969   7622033   1825000     38930   7104747
 [3662]   1773000     41806   7412270   1764000     42774   7545367   1780000
 [3669]     43907   7815368   1736000     42726   7417160   1679000     45513
 [3676]   7641567   1618000     46223   7478905   1547000     48622   7521802
 [3683]   1432900     52927   7583895   1408000     55592   7827325   1394000
 [3690]     57245   7980000   1373000     58084   7975000   1328100     58655
 [3697]   7790000   1282500     59517   7633000   1222500     61350   7500000
 [3704]   1223500     63343   7750000   1244900     63620   7920000   1237200
 [3711]     63773   7890000   1231100     65795   1184000     69257   8200000
 [3718]   1156700     70580   8164000   1103400     73962   8161000   1091000
 [3725]     74299   8106000   1083900     73475   7964000   1065500     72586
 [3732]   7734000   1054900     74936   7905000   1041400     74957   7806000
 [3739]   1019100     78903   8041000    997500     81654   8145000    984700
 [3746]     82665   8140000    965600     85059   8213300    966200     85314
 [3753]   8243000     86993   8400000    958400     89357   8564000    960500
 [3760]     87392   8394000    959300     87561   8399680     87527     87634
 [3767]   8150000    925000     87568   1002292     73580   7374885     20150
 [3774]      3425     20200      3434     20750      3527     21500      3655
 [3781]     22500     22900      3893     33000      5610      6120     37800
 [3788]      6426     40800      6936     43200      7344      8364     51600
 [3795]      8772     52500      8925     10710     80850    109200     21840
 [3802]    118300     23660    121400     24280     35910    163000     35860
 [3809]     37400     38940      2272     41811    191800      2251     43176
 [3816]    199600      2246     44828    207600      2240     46502    214000
 [3823]      2243    216000      2620     56595    218000      2252     49100
 [3830]    213647      2340    217552      2619     56974      2640     58075
 [3837]      2609    229699      2601     59744      2638     62000    238089
 [3844]      2659     63300      2625    248747      2613      2569     65500
 [3851]      2538      2509      2615     73300      2630      2618      2679
 [3858]      2567      2759      2845     82500    309205      2507     77508
 [3865]    313619      2503     78485    319219      2497     79721    323033
 [3872]      2494     80563    327708     81593    413000    111510    419000
 [3879]    113130    114750    431000    116370    437000    117990    121500
 [3886]    456000    123120    125010    297000     80190     87750     98280
 [3893]    407000    109890    112320    426000    115020    436000    117720
 [3900]    446000    120420    467000    126090     99900    102600    105300
 [3907]    110700    116100    440000      1739     76502      1733     77975
 [3914]    476711      1717     81863      1730     78728    488133      1711
 [3921]     83536    485000      1713     83098    545000      1682     91679
 [3928]      1675     93812    571000      1670     95375      1664     97353
 [3935]    599000      1658     99325    613000      1652    101290    627000
 [3942]      1647    103249      1642    105064    654000      1636    107010
 [3949]    668000      1631    108951    682500      1626    110955    696500
 [3956]      1621    112884    713200      1615    115175    707076      1617
 [3963]    114360    735000      1608    118166    737000      1607    118455
 [3970]    118474    738000      2701    199300   1859378    200800   1938577
 [3977]      1036   2021302      1389    280792    748698    120291     17940
 [3984]    764229     16755    722123     18272    772890     18148    800314
 [3991]    459000     18199    835320     14025    855524    615000    873257
 [3998]     14231    939241     14463   1012442    750000     14723   1104200
 [4005]     12114    969140    745763     12166    907300    743478     11856
 [4012]    881500    724675     12875    933055    735430     13403    985698
 [4019]    752064     14009   1053560    719000     14388   1034505    724391
 [4026]     13918   1008173    706296    983058    710000     15683   1113480
 [4033]    718000     17231    715000     15227   1088740     13646    927900
 [4040]     14176    907280    641067     16276   1043370    659250     17093
 [4047]   1126880    658530     17222   1134100     17500    771000     15953
 [4054]   1230000    890000     15506    947700   1450000   1021100     15082
 [4061]   1540000   1121100     14718   1235600     14163   1750000   1357900
 [4068]   1890000   1406400     13680   1924000   1496800     13696   2050000
 [4075]   1530000     13595   2080000   1465000     13993   1990000   2190000
 [4082]   2170000   2130000   2250000    495465     49448   2550000    371864
 [4089]     63195   2620000   2650000   2149152    817516     26284   2148729
 [4096]    755642     26849   2028825    773931     25726   1991007    532640
 [4103]     37371   1990519    804739     21091   1697308     20590      6177
 [4110]      3210     17495      5616      3260     14979      4883     20021
 [4117]      5606     19525      6248      3238     19336      6261      3369
 [4124]     18750      6317      3280     20372      6682      3380      6515
 [4131]      3180     21164      3347     20009      6697      3329     20126
 [4138]      6700      2880     20139      2430     21465      5216     17677
 [4145]      2020     23673      4782      1530     29529      4518      1464
 [4152]     27234      3987      1539     24756      3810      1545     27702
 [4159]      4280      1170     38205      5110     27516      4210      1340
 [4166]     27433      3676      1270     23622     22857     22000       928
 [4173]     21735       844     21884      1847       826     21889      1808
 [4180]       752     21941       538     21989      1183       179       153
 [4187]     24183       154     26429       407     28506       439        80
 [4194]     26875       215     27333       246       241     25900       259
 [4201]     27375       219     25800       129        96     18637       117
 [4208]        45     29556       133        64     21143       135     30286
 [4215]       106        48         9        60     24794       148     12000
 [4222]     11923     11981     11852     11727    645000     11509     12500
 [4229]    535000     12710     12946    725000     13276     12903     12923
 [4236]     12794     12857     16058    475000     18000    855000    641000
 [4243]     17800   1141000    698000     18496   1291000    817000     19804
 [4250]    951000     19401   1845000   1336000     16362   2186000   1627000
 [4257]     15360   2499000   1846000     15704   2899000   2164000     15254
 [4264]   3301000   2222000     16472   3660000   2526000     15095   3813000
 [4271]   2691000     15448   4157000   2966000     15668   4647000   3250000
 [4278]     15480   5031000     15109   4986000   3451000     15323   5288000
 [4285]   3843000     14999   5764000   4172000     15086   6294000   4470000
 [4292]     13447   6011000   4595000     14409   6621000   4678000     15340
 [4299]   7175939   4800000     17238   8274000   4887000     20984  10255000
 [4306]   5662000     22957  12998000   6873000     25408  17463000   8932000
 [4313]     25309  22606000  11080000     24850  27533700  12280000     26005
 [4320]  31934000  12590000  35252000  12335000     28827  35558224  12190000
 [4327]     28866  35188000  12357000     28936  35756000  12242000     29880
 [4334]  36578500  12150000     30812  37436000  12100000     29185  35314200
 [4341]  12500000     29797  37246400  11799000     26950  31798000  12656000
 [4348]     24210  30640000  11955000     25417  30386000   5514386     55755
 [4355]  30745600      3557     16373      5824      3708     13428      4979
 [4362]      4556     17588      8013      5059     22303     11283      5661
 [4369]     24112      6017     22992     13834      6294     21945     13812
 [4376]      6485     22819     14798     21265     14966      7596     21226
 [4383]     16123      8592     20840     17906     11390     20134     22933
 [4390]     15656     24042     37640     21454     19520     41879     25168
 [4397]     18352     46189     28570     15790     45111     23866     19160
 [4404]     45727     23855     18703     44615     25108     17691     44418
 [4411]     30735     15533     47740     31486     15929     50154     32773
 [4418]     17044     55859     34617     16761     58022     39145     17099
 [4425]     66933     51990     16903     87879     61036     17977    109723
 [4432]     73610     19616    144390     82449     21032    173407     86975
 [4439]     20974    182421     90798     22449    203830    100539     22445
 [4446]    225656    110595     22250    246069    117043     23793    278476
 [4453]    118503     24436    289574     58812     54038    317806     66377
 [4460]     47596    315927     62846     52584    330469     65284     51830
 [4467]    338368     66514     50817    338005     66175     54106    358049
 [4474]     66140     52309    345970     65125     54941    357804     64517
 [4481]     54935    354421     59467     54259    322660     54615     55570
 [4488]    303496     53151     60801    323165     52269     61646    322220
 [4495]     53107     59419    315559     52566     61215    321781     53170
 [4502]     63200    336036     55296     63457    350894     57196     60929
 [4509]    348489     59145     60554    358146     60500     60024    363145
 [4516]     60103     62476    375499     61859     61186    378488     59601
 [4523]     64825    386362     60523     69286    419342   1920000      9177
 [4530]   1762000      9153   1784885      9165   1833000      9300   1860000
 [4537]      9263   1973000   2168000      9317   2020000   2257000      9216
 [4544]      8809   2070000   2434000      8874   2160000   2521000   2621000
 [4551]      8928   2340000   2652000      9238   2457000      9361   2216817
 [4558]      9146   2027409   2236344      9374   2096447   2349969      9685
 [4565]   2275958   2359553      9758   2302518      9686   1937250      9829
 [4572]   2064060      9832   2163040      9572   2392950      9874   2567190
 [4579]   2729060   2900000      9844   2854840      9842   2903300     10031
 [4586]   3109600      9819   3240120   3500000      9890   3461380   3755620
 [4593]   4200000      9613   4037290   4411000      9656   4259370   4429000
 [4600]      9809   4344530   4492000     10155   4561760   4700000     10145
 [4607]   4768170   4900000     10363   5078080   5400000   5332030   5448900
 [4614]     10079   5492034   5669700     10074   5711637   5733800   5733840
 [4621]   6100000   6148050   6250000     10083   6301750   6500000   6553820
 [4628]   6600000   6652120   6650000      9694   6446792   6760000      9349
 [4635]   6319939   5455914   6817272   4212421     15966   6725440   4024490
 [4642]     18466   7431480   5300889     11857   6285413   5500000     11428
 [4649]   6285126   5700000     11025   6284149   6132147     10775   6607600
 [4656]   6274567     10794   6772875   6278172     10944   6870851   6275000
 [4663]     10795   6773808   6030000     10790   6506632     10923   7100000
 [4670]   5653113     10784   6096523      4550      2275      2350      4850
 [4677]      2425      5150      2575      2650      5450      2725      5750
 [4684]      2875      6800      7280      3640      7260      3630      7470
 [4691]      3735     13809     11186     11464      8500     13814     11742
 [4698]      8800     12159      8826     13819     12196      9029     13822
 [4705]     12480     13824      8900     13826     12305     13828     12445
 [4712]     13831     12586     13772     10259     13837     14194     12176
 [4719]     13839     12317     13841     12457     13844     12598      9513
 [4726]     13173      9516     13178     13183      9520     13188     13857
 [4733]     14549     14552     14554      9537     13856      9588     13287
 [4740]      9665     13397      9649     13375      9670     13406       450
 [4747]       875       925     13789      2482     13788      1878     13794
 [4754]      2621      1413     13793      1949     13799      2760      1451
 [4761]     13797      2002     13804      2899     13806      2761     13811
 [4768]     13810      2298      1698      2345     13818      3040     13821
 [4775]      3179      2709     13825      3745      3457      2520     13829
 [4782]      3485      2550     13833      3458     13836      3666     13838
 [4789]      3667     13840      3737     13843      3738     14286     13571
 [4796]     13333      3660     13980      5116    132800      8886    126700
 [4803]      9818    124400    145500      9052    131700      8731    136200
 [4810]      9587    143800    153900      9760    150200    172000      9122
 [4817]    184400      9653    197800      9403    205800      9427      9439
 [4824]    202000    224000      9791    219323      9130     10570    248384
 [4831]     10425    258550    269400     10400    280170    287800    299300
 [4838]    298200    310130    303500     10399    315622     10774    317819
 [4845]     10845    319920    255200     12040    307270     12050    337395
 [4852]    272321     13105    356873    281308     13407    377138    290591
 [4859]     13444    390664     13303    399085     13163    408065     13211
 [4866]    409526    333000     13928    463800    346000     13546    468700
 [4873]     14808    524200     14518    551700    389000     14298    556200
 [4880]     14585    583400     13622    558500     13233    595500     13353
 [4887]    654300    514000    706656    525000    721855    737192    557000
 [4894]     13679    761902     13783    785618    572000     13152    752310
 [4901]    568000     13723    779465     13730    823800    864295    643000
 [4908]    889958    670000     13608    911743    487917     19506    951726
 [4915]    713000     13553    966327    705000     14392   1014643    787000
 [4922]     13549   1066288     13632   1076951    804000     13703   1101721
 [4929]     13705   1137527   1144352    549923     21121   1161517     45120
 [4936]      1219     46688      1221     48689      1191     49600      1210
 [4943]     50880      1179     51520      1165     55360      1174     57280
 [4950]      1222     63360     65280      1118      7300      1116     70400
 [4957]      1111      1149      1125      1042      1196     11000      1245
 [4964]     11700      1271     12200      1314     13400      1359    107000
 [4971]      1495     16300      1455    111000      1405      1416      1509
 [4978]     17200      1492     17600    121000      1488    125550      1593
 [4985]    128210     21179    130990      1651     21632    133830    136511
 [4992]      1655     22591    139565     23097    177440     25349    181293
 [4999]     25899    187867      1379    192267      1376     26462    196800
 [5006]     27036    197000     27577    200840      1401     28129    204850
 [5013]     28691    209000     29265      1493     29850      1296     30447
 [5020]      1246     31148    205681      1523     31315    287251      1091
 [5027]     31337    287446     31358    287784     31395     33350      1082
 [5034]     31908      1064     32458    226410      1333     30186    368942
 [5041]     19198    708300    317000     19580    620700    327634     18314
 [5048]    600040    308336     19260    593856    283450     21933    621693
 [5055]    279486     22261    622158    270348    634587    268284     23195
 [5062]    622296    254702     23825    606816    254293     25751    654825
 [5069]    257019     27094    696360    234472     28256    662530    238050
 [5076]     28749    684379    239336     33040    790772    234548     36185
 [5083]    848717    235537     36481    859258    219899     37548    825679
 [5090]    212400     37618    799000    182400     42160    769000    183700
 [5097]     42461    181000     44725    809526     43193    717000    176400
 [5104]     40329    711400    155100     44771    694400    146300     45837
 [5111]    670600    145100     44686    648400    211557     28957    612599
 [5118]    521000      7102      7303      7706    462000    726000      7791
 [5125]    565600    663000      9050     10656    565000     12212    690000
 [5132]     11947    675000     13536    758000     13702    781000     13317
 [5139]    820000     13594     14706    631261     17967   1134200    627541
 [5146]     17951   1126500    614418   1138700    607597     18642   1132700
 [5153]    600329     18525   1112100    583749     19027   1110700    597783
 [5160]     18876   1128400    582820   1121900    589475     19193   1131400
 [5167]    557500     18554   1034400    521700     15724    820300    535326
 [5174]     11625    622325    503145     11639    585616    496579    635600
 [5181]    502378    638522    511218     12520    640045    535752     12148
 [5188]    650818    549295     11930    655309    514871    617845    528483
 [5195]     11620    614098    534504     11612    620675    519339     11356
 [5202]    589742    523158    607500     11496    512700      9921    353200
 [5209]    344600     12049    415200    369200     13139    485100    374700
 [5216]     14558    545500    403500     14877    600300    431800     14579
 [5223]    629500    379200     15810    599500     15936    604300    400300
 [5230]     14716    589100    390300     15068    588100    401000    493900
 [5237]    365300     16775    612800    330200     16245    536400    338700
 [5244]     17033    576900      4650     24230     11267     25060     12029
 [5251]      4950     13106     27492     14021     26377     13716     30285
 [5258]     15748     30480     16764     27781     17780     26504     18288
 [5265]     26851     18796     29449     20320     34388     22352     31835
 [5272]     23876     31750     37171     15240     35859     40468     42333
 [5279]     27940     43279     33325     43526     38303     10170     44156
 [5286]     44907     11800     44746     52800     42721     14564     43601
 [5293]     63500     16750     40597     17364     42041     18028     43266
 [5300]     18962     47305     89700     20542     48681     61528     17123
 [5307]     62489     16604     71067     20203     62367    126000     21783
 [5314]     63811    139000     20602     66984     20574     64742    133200
 [5321]     19148     69981     19287     68699    132500     18963     77308
 [5328]    146600     19708     71798    141500     21304     66418    141497
 [5335]     21416     75803    162340     20715    151220     19349     76128
 [5342]    147300     19405     76594    148630     19291     74698    144100
 [5349]     19254     79082    152264     18762     81068     19113     79012
 [5356]    151015     19640     79438    156017     20251     75917    153740
 [5363]     20626     78722    162373     22310     73757    164552     23046
 [5370]     70858    163300     28502     70311    200400     30137     71795
 [5377]    216368     31878     71713    228608    874095     39513   3453820
 [5384]    768236     41895   3218522    736180     42285   3112930    708600
 [5391]     44050   3121351    619183     44841   2776487    561591     49674
 [5398]   2789658    544877     51573   2810104    516792     53817   2781239
 [5405]    483390     57401   2774709    477026     58723   2801222    459621
 [5412]     59116   2717095    433288     61684   2672677    437947     64225
 [5419]   2812722    422949     65425   2767125    409802     76455   3133124
 [5426]    402535     69592   2801320    394122     70553   2780661    378415
 [5433]     70902   2683034    373705     73202   2735601    368738     76333
 [5440]   2814680    372748     76444   2849432    370721     79128   2933455
 [5447]    368234     82173   3025882    370182     82790   3064725    364642
 [5454]     84445   3079213    361073     87559   3161507   2045238     19290
 [5461]   3945264   2063086     17760   3664040   1951062     18120   3535324
 [5468]   1905394     19750   3763154   1947303   3923816   1942900     21460
 [5475]   4169463   1936251     22390   4335265   1912692     23810   4554119
 [5482]   1886951     25180   4751343   1868951     25650   4793914   1870620
 [5489]     26321   4923604   1879574     27254   5122632   1894171     28668
 [5496]   5430221   1897434     29003   5503183   1890272     28899   5462664
 [5503]   1867171     28921   5400047   1857600     29767   5529533   1865500
 [5510]     30241   5641481   1859050     30466   5663783   1855316     31848
 [5517]   5908810   1856780     31874   5918302   1854310     31987   5931383
 [5524]   1862063     34885   6495787   1855407     36452   6763329   1832711
 [5531]     37556   6882928   1815103     38648   7015009   1794405     38572
 [5538]   6921380   1788149     38942   6963410   1774668     40014   7101135
 [5545]   1758862     39405   6930778   1639884     35529   5826389   1437745
 [5552]     36064   5185108      1875     21000     21739     23077     22143
 [5559]     22667     23333     24194     24412     35000     24286     23889
 [5566]     37000     23784     23684     23846     22973     34053     23072
 [5573]     78567     23611     23243     35500     23138     82140     22927
 [5580]     23284     93135     35291     23142     81672     23415     23095
 [5587]     23306     93223     35767     23153     82811     35652     23149
 [5594]     82532     23151     82554     35856     23162     83048     35608
 [5601]     82443      7013      7400      7027      6944      7143      7244
 [5608]      7385      7538      7576      7647      7681      7050      7801
 [5615]      7832      7945      7973      7222      8108      8378      8320
 [5622]      6240      8493      6370      7600      8546      6495      8571
 [5629]      7800      6650      8563      6850      8554      8600      8488
 [5636]      8539      8478      9562      8366      7900      8481      8286
 [5643]      8281      6964      9092      6331      6811      9102      8333
 [5650]      6637      9116      6051      6631      9118      6046      6625
 [5657]      9120      6042      6619      6037      6613      9123      6033
 [5664]      6606      9125      6029      9127      6024      6594     11374
 [5671]      9150      8743      9783     10326      7635     12835      9800
 [5678]      7901      9053      7153      7994      9051      7235      7913
 [5685]      9054      7165      8059      7293   1493000     36999   5524000
 [5692]   1463000     36603   5355000   1415000     35943   5086000   1374000
 [5699]     38086   5233000   1360000     39463   5367000   1356000     39126
 [5706]   5305500   1340000     38755   5193200   1304000     39323   5127700
 [5713]   1250000   4872200   1077000     41597   4480000   1041000     42334
 [5720]   4407000   1067000     43444   4635500     43349   4729400   1096000
 [5727]     43959   4817900   1095000     44917   4918400   1105000     45656
 [5734]   5045000   1099000     46756   5138500     48797   5323700   1071000
 [5741]     48788   5225200   1039000     49249   5117000   1016000     49577
 [5748]   5037000    999000     52222   5217000     54108   5427000     55037
 [5755]   5234000    897000     56841   5098600     58743   5110600     59481
 [5762]   4859600    776000     61072   4739200    763000     62219    759000
 [5769]   4741900    747000     62115   4640000    708000     62213   4404700
 [5776]    711000     62734   4460400     63460   4442200    702473     66565
 [5783]   4676000    701000     66979   4695200    694000     66741   4631800
 [5790]    669000     69770   4667600     72738   4655200    636000     74211
 [5797]   4719800    623358     73040   4553000    628000     73089   4590000
 [5804]     76264   4675000    589000     77572   4569000    564265     81238
 [5811]   4584000    550279     84085   4627000    545424     85255   4650000
 [5818]    557978     84591   4720000    563128     85487   4814000    568202
 [5825]     86402   4909400    565108     86364   4880500    587189     85067
 [5832]   4995020    582340     87659   5104720    562631     92265   5191100
 [5839]    561004     95477   5356270    571642     95426   5454960    570038
 [5846]     97488   5557160    575420     98952   5693890       455       438
 [5853]       630       770       840      2600       910       980      2415
 [5860]      2450      8200      2870      9400      3290     14500      5075
 [5867]      5250     16500      5775     19500      6825      3613      6865
 [5874]     17779      3647      6483      3602      7024      3590      7180
 [5881]     20500      3579      7336      3568      7492     23305      3518
 [5888]      8199      3546      7802     25084      8741      3526     25095
 [5895]      3486      8747     25101      8750     25107      8753      3508
 [5902]      8420     25313      3484      8818     25131      3183     25136
 [5909]      3489      8769     25142     25148      8775      3287      8710
 [5916]      3466      9185      9186     26700     25509      3481      8879
 [5923]     25432      3482      8856     25409      3483      8850      8858
 [5930]      9085      3634      9083      4360      9840      5117      6550
 [5937]      8992      5890      6030      7350      9007      6620      9021
 [5944]      6450      7149      9335      6674      7129      9339      6658
 [5951]      7108      9342      6640      9104      7111      9345      6645
 [5958]      7113      9346      6648      7114      7116      6653      7117
 [5965]      9350      6655      7119      9352      7121      9353      6660
 [5972]      7122      6663      7124      9356      6665      7126      9357
 [5979]      6668      6750      9381      6332      7176      9359      6718
 [5986]      9360      6720      9494      9487      7421      6941      7434
 [5993]      9343      6945      7437      6949      7417      6931      7453
 [6000]      9344      7478      6988    201000      9055    203000      9163
 [6007]      9524     12963     12978    231000     13023    239627     13805
 [6014]     14476    222000     15315     13913    238000     17308    382500
 [6021]     13223    314700    409200     17604    431300     17959    228000
 [6028]     19737     20087     17365    430646    249000     15220    378968
 [6035]     15331    337281     16955    313671     16958    317122     16998
 [6042]    339955    204000     17014    347093    369000     17023    366000
 [6049]     16533     18349     14960    374000    255714     14899    381000
 [6056]     11615    238981     16194    387000    302379     13262    302399
 [6063]     13228     14087     11631    446638    253000     14582    368925
 [6070]     14616    384414    316000     14601    461379    351000     14283
 [6077]    501346    375500     15088    566561    418000     14587    609725
 [6084]    408100     14600    595833    342619     15457    529600     14986
 [6091]    517000     15089    573400     13684    602100     14213    639578
 [6098]     14614    672237     15490    774512     15698    847686    367207
 [6105]     25693    943472     12927     13095     13636     13478    520500
 [6112]     13001    676700    527000     13154    693200     13302     13476
 [6119]    716900    554000    729800    567700     13439    762940    581900
 [6126]     13166    766118    784225     13504    808911     14148    848878
 [6133]     14431    865883     14589    904500    622687     14842    924200
 [6140]    676000     13957    943500    616100     44183   2722100    567500
 [6147]     40381   2291600    593000     40707   2413900    469600     42615
 [6154]   2001200    502600     40820   2051600    522000     38270   1997700
 [6161]    580200     40891   2372500    659300     40457   2667300    704000
 [6168]     14828   1043898    697000     15393   1072874    707000     15713
 [6175]   1110882     15733   1192542    789000     16593   1309200    794000
 [6182]     17403   1381829     17333    853000     19848   1693000    987784
 [6189]     17524   1731000    993488     17615    808856     22328   1806000
 [6196]   1219929     15271   1863000    975525     17321   1689719    959656
 [6203]     16933   1625020   1013283     17793   1802919    934383     18404
 [6210]   1719677    991143     19664   1948954    936887     19117   1791025
 [6217]    991500     20213   2004123   1021069     19270   1967649   1088862
 [6224]     19732   2148554   1127363     21281   2399129   1053311     20275
 [6231]   2135613   1127627     20899   2356638    979848     21086   2066105
 [6238]    860886     21489   1850000    896170     21201   1900000    856164
 [6245]     21608    832528     18471   1537772      6744    391138    605000
 [6252]      6745    408069    555000      6739    562000    379000    597000
 [6259]      6734    402000    408000      6737    837000      6738    564000
 [6266]    849000    873000      6747    609000    618000    929000    626000
 [6273]    939000      6741    633000      6716    638000      6768    959170
 [6280]      6735    646000    962753    649000    964748      7188      9270
 [6287]    885000      9887    875000      9323      7812    914000   1235000
 [6294]      7563    934000   1075000    954000      9365    974000   1175000
 [6301]      8460    994000   1174000      8635   1013713      8805   1033660
 [6308]   1176380      9963   1172000   1244000     10223   1271700   1262000
 [6315]     10286   1298038   1221447     12675   1548238   1246787     10843
 [6322]   1351882   1338420     11931   1596882   1372069     11989   1645002
 [6329]   1560000   1617678     12481   1996892   1581886     16421   2597644
 [6336]   1635289     13955   2282001   1700000     16484   2802268   1705000
 [6343]     17478   2980065   1690435     18855   3187317   1724239     18625
 [6350]   3211364   1538160     18225   2803340     19450   2995329     19918
 [6357]   3107169   1580000     19962   3154042   1582500     18376   2908071
 [6364]   2552488   1738539   2729199   1779622     14778   2630002   1583448
 [6371]   2961482   1625102     13764   2236811    201100      7568    152200
 [6378]    201700      7670    154700    212100      7770    164800    198600
 [6385]      7482    148600      7971    159100    220600      6940    153100
 [6392]    217200      7380    160300    201400      7880    158700      7905
 [6399]    166800    213000      7911    168500      7736    170200    171900
 [6406]    235282    187250    246131      8119    199830    254403      9249
 [6413]    235300    258876     11361    294100    254012      9597    243770
 [6420]    263588    252960    274623    263550    302928    290714      9551
 [6427]    248320    217000      9502    206200      9476    161100      9664
 [6434]    212600    242000      9945    240660    233000      9953    231900
 [6441]    239600      9856    236150    246400     10068    248085    242500
 [6448]     10679    258955    275400      9870    271810    289600     11936
 [6455]    345653    291000     11823    344041    285200     11760    335384
 [6462]    290400     11332    329095    240400     12094    290742    295800
 [6469]     11065    327292    305300     12036    367448    329600     10368
 [6476]    341745    273943     13149    360221     14118    386760    305608
 [6483]     12548    383467     11883    399280    292807     13430    393230
 [6490]    273464     14620    399808    288399     15520    447600    285292
 [6497]     15262    435413    317690    475862    323293     15282    494071
 [6504]    274004     19767    541615    230998     19816    457739    291935
 [6511]     16614    485015    274543     17219    472731    219012     22138
 [6518]    484843    256052     21614    553427    229331     23515    539265
 [6525]    181736    493861    214258     21553    461787    218034     14791
 [6532]    322497      1908      1935      1975      1927      1861     43000
 [6539]    243000    252000      1944    258000      1938      1886      1667
 [6546]      1423      1462    378292      2577     97500    683784      1499
 [6553]    102500    687203    690639    396258      2656    105250    106500
 [6560]    712000      1517      1531      1598    114279      1469      1528
 [6567]    260336     35299    918956    253400     31838    806787    226700
 [6574]     34029    771437    211400     33422    706534    185400     36383
 [6581]    674549    171600     41779    716934    167700     43481    729169
 [6588]    158600     39441    625537    138400     45442    628911     52152
 [6595]    683192    128600     47517    611064     52853    610982    116800
 [6602]     55812    651885    116500     57508    669969    112800     61299
 [6609]    691451    108400     63876    692416     67344    693647     96700
 [6616]     69344    670554     69839    675344     96500     71750    692387
 [6623]     96200     74919    720718     96800     79714    771632     97900
 [6630]     82206    804796     95600     81872    782700     86100     90906
 [6637]     86400     91438    790028     85200     93615    797600      1846
 [6644]      1923      1920      2091      2087      2167      2250      2320
 [6651]    128000      2422      2462      2444      2464    142000      2535
 [6658]      2517    148000      2534      2649      2632    153000      2614
 [6665]      2662      2710    156298      2815     45000      3231      3212
 [6672]     42400      2729     36300    122500      2996     36700      2968
 [6679]     37100    135292      2779     37600      2982      2885    113358
 [6686]      3352      2945     39754      2821     39500    132992      2951
 [6693]     39252      2867     38700      2889      2931     41326      2897
 [6700]    135033      2948     39813    135991      2946     40064    136947
 [6707]      2944    135134      2949     39857    135091      2943     39756
 [6714]    133782     39418    133227     39277    134613     39641    134930
 [6721]     39726      1974   4392744      2103   4100000      2261    926850
 [6728]   4300000      2181    937970   4600000    949230      2044    960620
 [6735]   4340000      2074      2041   4105000   2478969   4032000      6078
 [6742]   2431149   3116000   2138980   4422000   2318029   5153000      5103
 [6749]   2629521   7600000      4239   3221652   9627747      3054   2940217
 [6756]  10676783   4057998  10577781      3148   3329855  10711484      3552
 [6763]   3804991  11000000      3182  11381972      2934   3339240  11326490
 [6770]      2825   3200283  11833179   3134181  11900000      2605   8547002
 [6777]      2847   2433213   2390400    435100   2405000    437700   2414100
 [6784]    439400   2425900      1814   2491600      1822    454000   2555300
 [6791]    465000   2619500    476700   2674000      1825    488100   2757000
 [6798]      1821    502100   2833000    516300   2911000      1823    530700
 [6805]   2990000      1824    545300   2943300      1830    538600   2881100
 [6812]    527200   2846700      1840    523800   2799700      1855    519300
 [6819]   2950300      1898   2974400      1916   3108000      1931   3120000
 [6826]   3132000    626400   3144000      2048    644000   3240000    648000
 [6833]   3094000      1972   3332000      1981   3186000    631000      2049
 [6840]    666000   3468000    714000   3600000      2078    748000   3720000
 [6847]      2081      2108      9962      2157      9968      2150      2099
 [6854]     10005      1801      9994      1874      1660      1536     10807
 [6861]     10667     10690     10714     10229      1443     10226      1476
 [6868]      1458     10224      1491     10225      1459     10227     10228
 [6875]      9744      9675      1440      8824     10198      1632     10200
 [6882]      1534     10205      1484     10208      1467     10211      1497
 [6889]      1460      1490     10212     14667     16112     38668     16125
 [6896]     16142     38740     16195     30770     15217     16438     41094
 [6903]     25849     17022     16923     29500     16949     16774     16667
 [6910]     56000     17095     53850     16537     55400     33100     17009
 [6917]     56300     29400     17007     23500     17021     17073     29100
 [6924]     49470     17097     17059     58000     16986     36805     18444
 [6931]     67882     37173     16948     38846     16800     65261     35300
 [6938]     17195     60700     17515     57800     31747     17954     27583
 [6945]     19940     28134     19905     28696     19863     28700     20035
 [6952]     57500     31598     18396     58128     17857     31613     18031
 [6959]     31620     18185     19661     31794     18400     58500     31642
 [6966]     18646     59000     31570     18416     58138     30500     30700
 [6973]     61400     31991     18420     58928      6822     17203      6919
 [6980]     17215     11911      8321     17357     14444      8379   1153000
 [6987]     31431   3624000   1182500     30813   3643600   1196000     31421
 [6994]   3758000   1185000     32286   3825900   1138000     33120   3769000
 [7001]     33659   1059000     33611   3559400   1045000     34412   3596100
 [7008]    869200     41410   3599400    889100     37230   3310100    849300
 [7015]     38778   3293400    836500     39282   3285900    823600     38935
 [7022]   3206700    792600     39789   3153700    767000     41209   3160700
 [7029]    756200     43302   3274500    745900     43317   3231000    733550
 [7036]     43963   3224900     44712   3241600    708650     46217   3275200
 [7043]     46232   3190000    683000     46413   3170000    656300     49309
 [7050]   3236150    650800     49534   3223700    620800     49663   3083100
 [7057]    603000     50925   3070800    580400     50620   2938000    534600
 [7064]     51494   2752860    508500     54139   2752960    488700     57640
 [7071]   2816844    440900     58205   2566264    427300     57930   2475355
 [7078]    426400     57745   2462249    416700     60276   2511682    398700
 [7085]     61894   2467695    392200     61990   2431233    390900     63004
 [7092]   2462833    383100     63883   2447342    372400     64533   2403200
 [7099]    364100     67292   2450100    354800     71297   2529600    351817
 [7106]     71971   2532050    343050     72050   2471690    327980     74670
 [7113]   2449031    318755     76334   2433190    309419     77984   2412981
 [7120]    296069     79563   2355600    289281     79885   2310908    290044
 [7127]     80402   2332023    289339     80744   2336253    285529     80577
 [7134]   2300711    283619     80978   2296694    283115     82221   2327800
 [7141]    285246     84138   2400003    285147     85424   2435847    282443
 [7148]     86021   2429595    274954     87497   2405761    271429     88343
 [7155]   2397881   7140000     26708  19069296   7060000     26287  18558896
 [7162]   6850000     28083  19236608   6810000     27715  18873600   6960000
 [7169]     28979  20169600   6970000     29997  20908096   7170000     30799
 [7176]  22083008   7190000     32095  23076608   7090000     32104  22762000
 [7183]   7000000     32111  22477504   7080000     32079  22711808   7191900
 [7190]     33195  23873296   7331418     33024  24211008   7385249     32782
 [7197]  24210496   7392634     32808  24253600   7441163     32534  24208800
 [7204]   7352105     33539  24658208   7329274     34478  25270000   7400000
 [7211]     35877  26549008   7264000     37572  27292000   7261189     37750
 [7218]  27411328   7164000     38992  27934000   7176000     39543  28376000
 [7225]   7007101     40643  28479056   6679752     41630  27808112   6508048
 [7232]     43531  28330128   6173003     44276  27331552   5727663     46497
 [7239]  26631840   5621000     46910  26368000   5533610     47231  26135590
 [7246]   5024233     47176  23702111   4756075     49032  23319965   4633673
 [7253]     49718  23037769   4606370     50767  23385356   4516234     52018
 [7260]  23492580   4425902  23151250   4317576     53245  22988724   4258850
 [7267]     53956  22979013   4217233     54562  23010060   4324327     53570
 [7274]  23165509   4338753     53182  23074188   4267138     54921  23435685
 [7281]   4117743     55639  22910911   4034857     56235  22689836   3972964
 [7288]     58216  23128947   3882195     58407  22674753   3875290     58754
 [7295]  22768719   3863435     60995  23564860   3747886     60442  22653085
 [7302]   3716276     62700  23301219   3664153     66485  24361094   3643200
 [7309]     65872  23998422   3697232     64230  23747341   3698450     67539
 [7316]  24978950   3661183     68470  25068226   3637015     70462  25627060
 [7323]   3596837     71005  25539489   3552436     71898  25541269       140
 [7330]     19333       290     18667       280       130     17692       120
 [7337]     19167       180       200       190       110     18182     19412
 [7344]       330     14462       188     15667       235     16278       293
 [7351]       210     16095       338       372     16130       371     17286
 [7358]       484       485     17893       501       460     18130       834
 [7365]     20415     19975       799     16395       623     15560       389
 [7372]       255     10588     10294       175     10929     10519       284
 [7379]       279      5846       152      5865       217      5814      5826
 [7386]       268      7118      7983       383       269       409      6973
 [7393]       285       422      6950       442       469      5102       637
 [7400]      8634       648       647      8655       652      8497       554
 [7407]       617       524       635      8504       540       505      7037
 [7414]       355     11111     12222       470     13542     14980       734
 [7421]     19231     21296     23214     25862     28333      1743     30833
 [7428]     29071      2035       778     23213      1806     14064       989
 [7435]     13792      1364       960     21875     22041      2160     22160
 [7442]      2216       930     21903      2037     20222     21556      1940
 [7449]       890     23034     21612      1837     20778      1870     20088
 [7456]       588     27054      1590       715     19986     19985       690
 [7463]     19867       894     20077      1305       620     19871      1232
 [7470]     20707      1201     21733       978     21660      1083       692
 [7477]     15479      1071     21077      1096     20902      1108       584
 [7484]     21622      1263     21087       590     20211      1192     21360
 [7491]      1068     23840      1315     19860       993     20520      1026
 [7498]       860       592     20914      1238       589     20906      1231
 [7505]     20904      1229       495       310        78       169       375
 [7512]        94       465       116       705       176       810       203
 [7519]       233       213      1640      2780       695      3140       785
 [7526]      3540       885     13803      7040      7594      7733      7404
 [7533]     10231     13816      8151      8291      8569     13823      8709
 [7540]      7099     13827      9816      7101      9820     13832      9824
 [7547]      9608      6947      9612      9616      9619     13016     13156
 [7554]     13158      9600     13299     13301     13581     10100     13873
 [7561]     14150     13850     10813     16060      2811      3185      3413
 [7568]     20733      3628     22123      3872     23270      4072     24870
 [7575]      4352      4725      4813     28800      5040     29200     29300
 [7582]      5163     29700      5198      5425      5950     56569     56717
 [7589]     41400     41700     57704     58129     42300     13842     58554
 [7596]     42600     13845     58979     13847     59542     43300     59968
 [7603]     43600     13852     60393     13854     62344     63741     47500
 [7610]     65832     48960     67868     68212     49560     13866     68722
 [7617]     49800     69066     13871     69910     51850     71935     50871
 [7624]     13876     70586     53500     13878     74250     74956     74968
 [7631]     55792     77625     57503     13921     80051     53642     13906
 [7638]     74598     54175     13910     75356     54534     13912     75869
 [7645]    542900      6793    368800    502000      7490    376000    486500
 [7652]    416400    514400    469400    531300      9823    521900    543600
 [7659]    592800    551000     11105    611900     11262    647558    640100
 [7666]      9444    604514    646300     10683    690421    678270     10626
 [7673]    720703    704733     10547    743270    728011     10034    730500
 [7680]    705400     10448    709900      8435    598800    591200     10435
 [7687]    616900    541000     11813    639100    560600      9718    544800
 [7694]    573600     10129    581000    561700     10249    575700    587700
 [7701]      9913    582600    602400      9892    595900    641100      9030
 [7708]    578900    563000      9885    556500      9728    530200    509300
 [7715]     10173    518100    477400     11422   7975732     31090  24796400
 [7722]   8025078     30992  24871200   8025247     31883  25586608   7968358
 [7729]     32469  25872208   7984327     33514  26758304   8050077     33844
 [7736]  27244400   8046374     34497  27757600   8030211     35421  28444208
 [7743]   8029001     35552  28544304   7732060     36291  28060608   7635555
 [7750]     35912  27420800   7588754     36983  28065696   7618340     36800
 [7757]  28035504   7602569     37585  28574304   7523304     38131  28686800
 [7764]   7517315     38905  29245904   7554895     39007  29469696   7577783
 [7771]     40241  30493808   7559315     41115  31079920   7569210     42355
 [7778]  32059344   7648585     41884  32035008   7852220     40986  32183280
 [7785]   7828600     43546  34090496   7667190     44069  33788800   7520932
 [7792]     44659  33587696   7441465     46414  34538496   7096257     45822
 [7799]  32516400   7027370     45576  32027648   6917457     47068  32559024
 [7806]   6354500     49267  31307024   5632000     51603  29063008   5365000
 [7813]     52173  27991008   5301000     53006  28098320   5293600     52641
 [7820]  27866180   5274000     54241  28606844   5230000     55027  28778862
 [7827]   5194700     55252  28701906   4963800     57170  28378000   4794800
 [7834]     59094  28334212   4628000     61217  28331216   4538000     62122
 [7841]  28191000   4444000     62724  27874440   4365000     65368  28533320
 [7848]   4289000     65854  28244730   4208000     67616  28452950   4081200
 [7855]     68595  27995000   4071199     69765  28402772   4217711     67943
 [7862]  28656256   4187421     69646  29163676   4181679     70824  29616284
 [7869]   4190103     72369  30323464   4190485     73195  30672154   4267611
 [7876]     73400  31324238   4295680     75413  32394969   4284639     76283
 [7883]  32684572   4217700     77465  32672340   4199010     77633  32598198
 [7890]   4100863     80629  33064833      9750     10725     14625    127500
 [7897]     16575     17550    135450     17609    139950     18194    144300
 [7904]     18759     20670    124000     16120     18070     21060    169800
 [7911]     22074     22126     22750    171500     22295    170500     22165
 [7918]     20800    188500      1496     28193    177700      1512     26870
 [7925]    183000      1504     27528    181500      1507     27347    195400
 [7932]      1487     29053    249600      1422     35498     35782    254580
 [7939]      1418     36087    257000     36373     36726      1410     37078
 [7946]      1407     37429     37895    273000     38245    277000     38708
 [7953]    281000     36530    285500     37120    286450      1390     39804
 [7960]    289700      1387     40179    269375      1406     37865      1367
 [7967]     43047     43053    300225      1378     41383    311799      1370
 [7974]     42707    323881      1361     44081    333883      1354     45213
 [7981]    333533     45177    382452      8890    464424      8910    413802
 [7988]    454798      9160    416595    443920      9570    424832    421971
 [7995]     10260    432943    436282     10940    477293    452256     11520
 [8002]    452127     11290    510458    445052     11870    528260    438484
 [8009]     12601    552535    423562    556509    422413     13141    555107
 [8016]    460790     14028    646394    476261    659664    488826     14517
 [8023]    709611    483504     14812    716156    423081     16023    677910
 [8030]    396823     16646    660567    376360     17921    674489    356783
 [8037]     18661    665792    338424     19425    657398    309508     19791
 [8044]    612553    299136     20394    610072    276110     20819    574836
 [8051]    271274     21028    570427    262059     21641    567116    259767
 [8058]     22763    591318    257771     23411    603478    253971     24596
 [8065]    624668    246690     25090    618947    238819     26007    621101
 [8072]    239022     28128    672312    236297     30425    718924    230409
 [8079]     31240    719793    231899     31785    737100    229090     32296
 [8086]    739871    225507     32668    736692    226911     32774    743670
 [8093]    225710     32596    735715     30542    748280     37896    757917
 [8100]     46345    797142     52290    794808    226400     34198    774244
 [8107]    219776    790764    218686     36936    807730    216605     36988
 [8114]    801185    213154     37912    808100    212000     37869    802814
 [8121]    230860     34639    799682    213200     36504    778268    214200
 [8128]     36363    778897    159276     49177    783271    158248     45854
 [8135]    725631    130875     52848    691648    121380     54086    656494
 [8142]    124003     53421    662436    203852     36637    746858      8455
 [8149]      8581      1330      1580      8544      8444      1520      8525
 [8156]      1560      8543      2180      8578      1941      8552      6510
 [8163]      1160       685      8029       625       610      7951       615
 [8170]      7967      7984      7937      7953       640      7969      8177
 [8177]       532      8165       551       755      8094       611       815
 [8184]      8046       656      8172       549     10769       683      8164
 [8191]       558       678      8170       679       553      8153       684
 [8198]      8149       686       559      4641       789      4639       835
 [8205]      4611       876       825      4419      4278      4211      4348
 [8212]      4942      1186      5154      1237      4604      1289      4971
 [8219]      1392      1030      1051      5152      1288      4908      1227
 [8226]      1339      5131      1257      5034      1611      1723      5012
 [8233]      5030      2364      4974      5058      2276      5067       608
 [8240]      1020      5049       515      1090      5018       547       820
 [8247]       814      5037      5056       182       125       220      5136
 [8254]        65       254      5933       151       251      5945       149
 [8261]      6568      5888       158      5887       273      5874       160
 [8268]       271      5882       159       275      5869       161       272
 [8275]      5881        74      6433        71      5720       281      5716
 [8282]      5718      5717    199900      7204    217300      5794    125897
 [8289]    238400      6509    155175    228300      8699    236400      7142
 [8296]    168831    232000      7525    174583    249100    197915      8091
 [8303]    203882    242816    291200      8993    261885      8767      8548
 [8310]      8344    267000      8152    269000      8185    270095    293975
 [8317]      8158    239820    318423      7337    233632    360786      7619
 [8324]    274900    348542      7689    345855      6961    240750    359249
 [8331]      6760    242860    393718    247800    401584      7296    386000
 [8338]      6689    258200    365000      6502    237336    241048    244966
 [8345]    375000    252389    249295    251255      6951    253729    251150
 [8352]    368000    258470      7281    291258    305790      7132    320950
 [8359]    364500    266087    366300    267417    423900      7289    480800
 [8366]    537900    392673    547000    399325    563600    411454    581300
 [8373]    424348    434688    609300      7299    444752    623500    455121
 [8380]    634400    463130    634300      7339    465522    663500    476390
 [8387]    679800      7182    488231      7185    502931    652618    518728
 [8394]    664907      7965    529621    676979      8024    543231    684713
 [8401]    491973     27935     28675     29600     30525     31450     32375
 [8408]    169000     31265     30155    173000     32005     33300     34410
 [8415]     35890     38110     39220     40700     41625     42735    237500
 [8422]     43938     42180      2283     53890      2265     56621     59524
 [8429]      2223     63355      1853     55578      1849     58259    330100
 [8436]     61068     64014    362710     67101     71587    405620     75040
 [8443]    416200    438850     81190    462950     85650    488320     90340
 [8450]     98050    101750    573100    106000    604700    111870    599883
 [8457]      2395    143680    623000      2433    151570      2566    159883
 [8464]    624000      2703    168650    625000    172554    733044      2483
 [8471]    182018    765752    192002      2813    202533    835588    180500
 [8478]      5780      6630      7140      7310      7480      7650      7820
 [8485]      7990      8160      8330      8670      9180     57780     64000
 [8492]     10880     11560     12070     68506     94799     69933     96791
 [8499]    101056     72878    100903     74397     13848    103024    105263
 [8506]     77529    107399    106683    108087     82476    114313    109508
 [8513]    112301    115095    116501    117908    122093     91850    127460
 [8520]     95900     13880    133107     99220    137741     99577    138259
 [8527]     13887    138869    143061    143084    103452     13924    144046
 [8534]    104624     13927    145715    107516     13934    149817    109177
 [8541]    152180    110763     13943    154436     21261     23308      7734
 [8548]     18026     24473     18927     25728     19898     20843     25843
 [8555]     19987     27612     21355     25880     20016     26032     20133
 [8562]     21666      7725     16738     21700      7767     16855      7815
 [8569]     16411      8036     11250     14400      8139     11720     12247
 [8576]     15200      8326     12655      2381      8225      6580      8193
 [8583]      8700      7250      8598     10300      8369      8620     13300
 [8590]      8353     11110     14060      8694     15650     17240     21300
 [8597]      8305     17690      8555     18820      8346     19280     23300
 [8604]     23900      8368      8248     13610     15700      8280     10054
 [8611]     28150     10620     31860     24336     13092     22972     13060
 [8618]     21587     11427     24669     20890     11436     19472     11452
 [8625]     22300     19476     11454     22308     11456     22317     19485
 [8632]     11458     22326     19490     11459     22334     19494     11461
 [8639]     22343     19499     11463     19633     22506     19910     11462
 [8646]     22821     11316     11579     11842     13414     52315     14186
 [8653]     55327     14359     14205     20043     11113     22275     82504
 [8660]      1818     89866      1669     97298     15500    104834      1526
 [8667]    111766      1702      1809      1842      1895      1979      2062
 [8674]      2245      2365     23652      2290      2295     19740      2289
 [8681]     87000      2299      2333      2378      2491     37370    167366
 [8688]      2597     43470    170651      2591     44211    170691      2197
 [8695]     41250    168000    176000     44500    179000     44750    187083
 [8702]      2562     47924    187658      2561     48059    187702     48076
 [8709]    187745     48093      3025      3066    189521      2556     48440
 [8716]    190933      2554     48759    193785      2549     49400    193186
 [8723]     49270    193775     49405      4589    121600      4523    123300
 [8730]      4658    128100    259300      5052    260300      5186      5230
 [8737]    136500    295300    155900    314100    310700      5381    167200
 [8744]      5920    177776      6067    184451      5912    190379      5829
 [8751]    194112    347000      5719    198463    358300      5594    200436
 [8758]    367000      5624    206407    384700      5463    210176    397000
 [8765]      5658    224637    401347      5516    221364    415795      5390
 [8772]    224113    430764    225299    398000      5803    230954      7477
 [8779]    237024      7592    246738      8238    259500    323820      8318
 [8786]    269338    332880      8492    282697      8509    298662      8518
 [8793]    316851    371850    349644    396066      9408    372625      9897
 [8800]    395860     11515     12477    424218     13455    444001     15777
 [8807]    528526    524000     20858    604882     20095    562671     17847
 [8814]    571111     17993    593766    486705     12042    586094    496638
 [8821]     12726    632002    506571     12795    648143    516702     12832
 [8828]    663050    510519     14725    751751    512056     15118    774128
 [8835]    513393     15515    796506    538131     13080    703902    558877
 [8842]     12779    714212    515634    656176    545396     12391    675809
 [8849]    489036    670116    488636     13719    670381    490756     13721
 [8856]    673376    496198     13724    680990    500154     13727    686540
 [8863]    503604    691387    848655     22350   1896745    828540     21780
 [8870]   1804560    781317   1802500    785920     23590   1854000    795203
 [8877]     22140   1760579    647100   1559500    668400     25540   1707100
 [8884]    672500     25161   1692100    659500     25471   1679800    673400
 [8891]     24950   1680133    666400     24269   1617261    674700     24361
 [8898]   1643617    703300     25339   1782065    723900   1849576    732200
 [8905]   1820329    691500     27899   1929190     30279   2134697    708972
 [8912]     32824   2327108    697989     35167   2454593    685321     37130
 [8919]   2544615    677654     39514   2677691    665892     41128   2738667
 [8926]    649194     43231   2806544    619976     45122   2797480    594428
 [8933]     45591   2710033    575521     48006   2762874    576857     48825
 [8940]   2816486    571904     50243   2873400    567507     50431   2862000
 [8947]     50821   2846000    518000     48071   2490100    487000     47251
 [8954]   2301100    437800     47512   2080060    403000     48050   1936420
 [8961]    392000     50497   1979500     49764   1975640     51535   1989239
 [8968]     55582   2106556     54858   2106560     56992   2142915     60343
 [8975]   2142173     61733   2129795    362000     56260   2036620     54131
 [8982]   1894602     55905   1928739     55212   1844075     57212   1842233
 [8989]     57158   1840491     54266   1758219    312000     54003   1684896
 [8996]     55420   1712478     71938   1812849     69249   1772762     75176
 [9003]   1871885     76130   1941326     76729   1918232    244000     80635
 [9010]   1967496     81040   1977386     39623     27257     40860     27778
 [9017]    113500     42019     28202    118500     42216     29254    123500
 [9024]     38918     32890     30753    119938     37313     32562     36657
 [9031]     32410    118804     35994     31212    112345     34275     34282
 [9038]    117500     35840     34001    121861     34445     36975     34564
 [9045]    127800     37087     35435    131417     36462     34605    126175
 [9052]     36511     34428    125700     36859     35704    131600     36326
 [9059]     36585    132900     33749     38177    128843     33577     35787
 [9066]    120163     32769     35094     35926     33189     35988    119439
 [9073]     34230     35411    121211     35115     35627    125104     33872
 [9080]     36416    123348     32880     36192    119000     35932     31490
 [9087]     34045    107207     32246     35053    113032     31641     36181
 [9094]    114480     30359     37551     30032     33265     30518     34477
 [9101]    105216     30428     34888    106156     29854     35136    104896
 [9108]     29502     35680    105264     29219    105716     28284     37889
 [9115]    107166     27066    104025     26240     40453    106149     25508
 [9122]     43422    110761     24904     43521    108384     24395     45923
 [9129]    112030     24068     45473    109445     25504     46087    117541
 [9136]     26048     48510    126358     26211     48091    126052     26489
 [9143]     47404    125569     25711    123218     25661     48321    123997
 [9150]     24761     50520    125093     24714     49729    122900     26159
 [9157]     51039    133514     27380     53336    146034     26341     57068
 [9164]    150322     26742     58204    155649     26386     59494    156980
 [9171]  20667008      4235   8753000  18200000      4505  17350000      4496
 [9178]   7800000  16200000      4506   7300000  15300000      4510   6900000
 [9185]  20974000      3298   6918000  18444000      4525   8345000  19787008
 [9192]   8904000  20150000      4502   9072000  18575008      4703   8736000
 [9199]  20106000   9450000  22034000      4346   9576000  19490000      4999
 [9206]   9744000  20600000      4995  10290000  21100000      5096  10752000
 [9213]  22300000      5142  11466000  23188000      5162  11970000  23500000
 [9220]      5183  12180000  25200000  12600000  25300000      5239  13255000
 [9227]  25500000      5649  14406000  25600000      5873  15036000  26800000
 [9234]      5784  15500000  27800000      5935  16500000  27700000      6318
 [9241]  17500000  28400000      6514  18500000  29818000      6540  19500000
 [9248]  30000000      6833  20500000  30200000  21500000  30400000      7316
 [9255]  22240000  30700000      7504  23038000  31562000      7696  24291000
 [9262]  31700000      7997  25351000  32353760      8074  26122000  32788850
 [9269]      8148  26715000  33245870      8397  27916000  33291000  29128000
 [9276]  33410000      9115  30454000  33424000      9764  32636000  32883000
 [9283]     10026  32967000  34108000     10120  34516000  34640000      9992
 [9290]  34612000  35803000      9768  34973000  36027000     10366  37344000
 [9297]  36586000     10867  39759000  36478000     11532  42066000  39729000
 [9304]     11785  46822000  40522000     12292  49810000  41461000     12590
 [9311]  52200000  42755000     12841  54903000  43717000  57770000  44513330
 [9318]     13435  59805248  44791256  62194872  45949160     14456  66423450
 [9325]  47168310     15613  73645390  49128270     15897  78098880  50905190
 [9332]     16429  83633570  52841810  89833590     33383      8272     34744
 [9339]      8268     33073      8426     37916     41124     44166      5558
 [9346]     28900      5424     35800      5544     37700      6616     56900
 [9353]      5678     51100      6667      6670      6699     72200     78400
 [9360]      7593     85800    117600    174600      9226    191900      9919
 [9367]    220200    232551     10101     10072    264900    287665     11757
 [9374]    338200    293878    345600    306290    360200     11769    367180
 [9381]    329520    387520     12776    426730    341000     12711    433442
 [9388]    347989     12677    441163    334371     12670    423664    321992
 [9395]     11658    375382    332031     13131    435998    354253     14054
 [9402]    497857    346998    479947    358386     13767    493375    373753
 [9409]    553442    364062     15106    549945    361351     14832    535962
 [9416]    369008    616549    377772     15027    567683    457577     14139
 [9423]    646953    474701     17427    827249    495000     18374    909533
 [9430]    596900     16329    974694    612000     15682    959732    444266
 [9437]     17712    786871    502516     15935    800751    518649     16102
 [9444]    835125    533933    912735    544791     16889    920093    581793
 [9451]     15635    909638   1028900    668800   1038900    675300   1075500
 [9458]    699100   1154900    750700   1231800    800700   1193500    775800
 [9465]   1253100    814500   1347100    875600   1521400    988900   1664200
 [9472]   1081700   1500500    975300   1671200   1086300   1876900   1220000
 [9479]   2059800   1338900      6968   1411100   2016000      7158   1443000
 [9486]   1986000   1485500   1953000   1520800   1944000      7778   1512000
 [9493]   1584500   2038000      8058   1642300   1837000      9325   1713000
 [9500]   1818900   2088000      8863   1850500   2232000      8503   1897900
 [9507]   2409000      8032   1935000      8943   2092700   2264000   2153800
 [9514]   2215000      9503   2105000   2711560      9589   2600200   2411035
 [9521]     11340   2734000   2484000     11472   2849600   2628000     11278
 [9528]   2963900   2772000     11276   3125600   2952000     11687   3450000
 [9535]   3226960     11804   3809040   3270000     11917   3897000     12044
 [9542]   4095000   3542880     12428   4403000     17630   4760000     21156
 [9549]   4865900   4975058   2497800     21823   5450889   2599000     22483
 [9556]   5843267   2663400     23438   6242383   2686400     25646   6889490
 [9563]   2714000     27057   7343390   2420143     25956   6281804   2865170
 [9570]     22672   6495818     23503   6813522   2199657     32008   7040700
 [9577]   2148944     33970   7299913   2074843   7590000     39546   8107000
 [9584]   1671766     34123   5704513   6000000   1771628     38448   6811482
 [9591]   1888579     36690   6929212    263250    281250    383000    287250
 [9598]    303750    427000    320250    330750    337500    311250    317250
 [9605]    408800    306600    413900      7499    310400    368150    276100
 [9612]    379500    284600    433800      7501    325400    413200    309900
 [9619]    426700    398400    298800    398930    299200    390800    293100
 [9626]    395000      7509    296600    479730    359800    395600    296700
 [9633]      6903    234700      6840    147050      6893    165420      7170
 [9640]    197175      6224    280100      7444      7447      7458    638037
 [9647]      6896      6296    125910      6406    194730    308000      6311
 [9654]    194387      6156      6384    171080      6404    174840    343000
 [9661]      6414    226000      6401      6369    391032    263454    397948
 [9668]    267934    404986      6728    272491    422390      6717    283715
 [9675]   1206000     19536   2356000     20089   2450800   1223000     20123
 [9682]   2461100   1275000   2548300   1361000     19381   2637800     19404
 [9689]   2716600   1422000     20755   2951400   1483000     21232   3148700
 [9696]   1488000     21136   3145000   1419000     21674   3075600     21803
 [9703]   3161400   1301000     25510   3318900   1389000     25022   3475500
 [9710]   1431000     23340   3340000   1406000     25555   3593000     27991
 [9717]   3862700   1436000     28950   4157200   1484000     31651   4697000
 [9724]   1513000     31647   4788200   1503000     31387   4717400   1449000
 [9731]     32317   4682800     35018   5105600     36340   5498300   1535000
 [9738]   5736500   1549300     37632   5830300   1527700     36794   1490400
 [9745]     37092   5528200   1443600     36924   5330300   1387000     38802
 [9752]   5381800   1342000     40256   5402400   1322000     39953   5281800
 [9759]   1288000     41352   5326100   1246200     42268   5267400   1248300
 [9766]     42750   5336500   1233000     43364   5346800   1220800     43390
 [9773]   5297100   1215600     43240   5256300   1201400     42377   5091200
 [9780]   1198800     42719   5121100   1177500     43820   5159788     45512
 [9787]   1164100     46113   5368000   1155600     45951   5310140   1156100
 [9794]     45566   5267880   1055100     47969   5061250   1084700     48164
 [9801]   5224390   1089800     47942   5224770   1095200     46475   5089960
 [9808]   1096700     47673   5228300   1070800     49748   5327000   1116900
 [9815]     49572   5536680   1140800     47228   5387770   1163200     48003
 [9822]   5583670   1226400     47425   5816220   1295800     50819   6585120
 [9829]   1397900     49012   6851430   1432700     52196   7478160   1480900
 [9836]     52740   7810260     42941    292000     44286    325500     66700
 [9843]     45862    305900     67500     46504    313900     68300     48653
 [9850]    332300     73600     48791    359100     79600     49196    391600
 [9857]     80700     50260    405600     83500     50359    420500     55329
 [9864]    453700     54140    465600     52720    490300     53386    539200
 [9871]    102800     54621    561500    101900     58852    599700    104400
 [9878]     64693    675400    106200     65113    103700     66538    104300
 [9885]     68274    712100     68020    690400     68204    702500     72087
 [9892]    742500     75330    775900     80520    821300     79190    811700
 [9899]    103850     83813    870400     86324    906400     87645    964100
 [9906]     85627    941900    110550     86079    951600    108750     91779
 [9913]    998100    112700     90213   1016700    116300     90718   1055050
 [9920]    129814     85245   1106600    134047     87395   1171500    132224
 [9927]     87730   1160000     94967   1158600     98125   1197120     95520
 [9934]   1194000     94816   1185200     99308   1191697    107634    112660
 [9941]   1212600     95213   1142555     97341   1168094     98223   1178674
 [9948]     95833   1150000     97057   1222920    104311   1335175    104649
 [9955]   1276723    107672   1292064    113931   1355773    115553   1363523
 [9962]    116872   1390780    122949   1475389    119815   1389850    115200
 [9969]    129531   1492196    114816    131817   1513467    118737    134121
 [9976]   1592510   3414000     29040   9914100   3495780   9569640   3377690
 [9983]     25321   8552750   3306500     27025   8935830   3387400     27919
 [9990]   9457300   3432000     29513  10128910   3484600     28043   9772000
 [9997]   3479100     28770  10009200   3679000     26139   9616600   3555000
[10004]     26311   9353707   3214140     28971   9311800   3165000     31149
[10011]   9858710   3259000     29734   9690448     31048   9469680   2929000
[10018]     32041   9384670   2882000     33213   9571990   2896000     33961
[10025]   9835000   2945400     34256  10089800   3010200     34762  10464100
[10032]   3074200     34626  10644600   3012500     34956  10530500   3016200
[10039]     35480  10701600   3044100     35670  10858300   3068200     35530
[10046]  10901400   3174100     34486  10946200   3075400     35305  10857800
[10053]   3021000     36076  10898500   3023800     35473  10726300   2973100
[10060]     35572  10576000   2930600     37947  11120700   2642000     41944
[10067]  11081700   2535600     42980  10897900   2316800     45981  10652900
[10074]   2286700     46678  10673800   2167400     51945  11258500     55650
[10081]  11575100   2125000     55305  11752300   2078000     56943  11832700
[10088]   2116000     56216  11895300   2126000     57899  12309400   2172000
[10095]     51911  11275100   2077618     54390  11300092   1911000     59168
[10102]  11307049   1913000     56077  10727578   1838000     59918  11012957
[10109]   1842000     59659  10989108   1821000     58307  10617750   1839000
[10116]     61370  11285910   1830700     57684  10560292   1878400     55899
[10123]  10500000   1746140     60013  10479053   1857004  10597572   1862127
[10130]     55836  10397465   1830990     60318  11044109   1826484     61097
[10137]  11159203   1821764     59136  10773150   1791120     63536  11380094
[10144]   1693332     70538  11944450     23400     10015     23435     23600
[10151]     10010     23624     23800     23824     10001     24002      9998
[10158]     25694     29800      9995     29784     32700     10002     32705
[10165]     38500     38544     10007     43332     45600      9989     45552
[10172]     47100     47070     48600     48588     47900      9997     47888
[10179]      9999     50396     49224      9990     48052     46900      9996
[10186]     46880     48900     48872     49300     10003     49313     45300
[10193]     45297     48200     10006     48228     51500     24670      9822
[10200]     26406      9801     25882     26412      9803     25892      9959
[10207]     25894     10032     28090     26992     10049     28136     23828
[10214]     28427      9942     28335      9905     26248      9506     22814
[10221]      9590     21098      9412     18824     15450      9525     14574
[10228]     14770     14508      9523     14094     12954     10635     12516
[10235]     10487     13125     13100      9534     12489      9538     12400
[10242]      9552     10053     13572     13800      9338     12886     12429
[10249]      9574     11168     10798     12059     10704     12332     10258
[10256]     12824     13155    563800     37518   2115244    637300   2438942
[10263]    729200     37892   2763050    795300   3022164    859400     37513
[10270]   3223888    884800     38526   3408814    913600     39034   3566114
[10277]    967500     41508   4015938   1097700     41073   4508625   1198000
[10284]     39745   4761469   1245000     38714   4819834     39990   4938793
[10291]   1213000     40465   4908359   1215000     40067   4868172     40170
[10298]   4961017     41274   5262419   1324000     43316   5734988   1377000
[10305]     44420   6116615   1447000     44664   6462822     45742   6504457
[10312]   1457000     45369   6610232   1461000     46183   6747400   1469000
[10319]     47939   7042300   1474000     48423   7137500     50447   7380400
[10326]   1460000     51075   7456940   1417000     51764   7334943     54843
[10333]   7606774   1398000     57646   8058946   1395000     58705   8189348
[10340]   1414000     58410   8259134   1418000     60483   8576442   1416000
[10347]     60916   8625700   1384000     60614   8389000     62459   8382000
[10354]   1334000     64895   8657000   1319000     65546   8645455     65891
[10361]   8572421   1279000     66143   8459694   1251000     67922   8497000
[10368]     68041   8301000   1219000     68788   8385300   1210000     69422
[10375]   8400100   1179000     70645   8329000   1145000     72360   8285215
[10382]   1131000     71954   8138000   1093000     73261   8007417     74251
[10389]   7982030   1055000     74980   7910413   1029000     75029   7720456
[10396]    999600     74773   7474309    942600     80951   7630418    923400
[10403]     81311   7508261    893400     82094   7334264    869700     84848
[10410]   7379234    871000     84888   7393717    852100     85395   7276523
[10417]    847200     86039   7289227     11500      8726     10035      8725
[10424]     12215      8846      8696      8727      9786     16700      6587
[10431]      7486      8859      7805      7817     10023     15034     16805
[10438]     21200     17400     17407      9979     21256     16100     18100
[10445]     18090     15786     18785     14185     26526     13489     25630
[10452]     17300     16963     30703     17444     18933     33026     17372
[10459]     19141     33251     28140     25467     89135     22974     89600
[10466]     24211     26060     26109     91382     29921     31522     94318
[10473]     32721    108799     31282     36517    114234     35581     34871
[10480]    124076     36029     35796    128970     38380     41240    158280
[10487]     39160     37145    145460     37180     44325     49514    200530
[10494]     39950     49232    196680     39200     52334    205148     48540
[10501]     52818    256380     47560     66013    313960     36900     66287
[10508]    244600     38530     55788    214950     38410     62111    238569
[10515]     62711    240685     38280     61853    236773     40571     61083
[10522]    247820     43350     62379    270411     43657     63384    276715
[10529]     45720     63857    291954     42053     43615    183414   2965568
[10536]   5219400   3130334     17670   5531300   3143148     16710   5252200
[10543]   2786602     16420   4575600   2382713     15040   3583600   2109820
[10550]     15580   3287100   1873014     17750   3324600   1828542     19130
[10557]   3498000   1875419     19690   3692700   1948745   3881900   1990313
[10564]     20440   4068200   2067859     20690   4278400   2143359   4518200
[10571]   2215508     21280   4714600   2248116     21760   4891900   2284853
[10578]     22050   5038100   2291478     22530   5162700   2359397     22332
[10585]   5269100   2371167     22553   5347600   2333579     22274   5197798
[10592]   2169916     22193   4815670   2145243     22798   4890662   2206412
[10599]     22753   5020353   2215536     23207   5141622   2280150     23244
[10606]   5300014   2336753     23368   5460451   2411069     23402   5642283
[10613]   1550000    699000      4420      4294    730000   1720000   1613000
[10620]    725890   1724000      4501      4511    803000   1823000      4498
[10627]    820037   2110000   1847000      4687    865600   2024000      4580
[10634]    927000   1943500      4621      4490      4504    945800      4598
[10641]   1053000    920000   1960000      4602    902000   2420000      4599
[10648]   1113000   1265000   2878000      4627   1388000   3750000   1740200
[10655]      4778   2054500   4437000      5071   4575000   2320000   4690000
[10662]   2347019   4450000      4634   2062000   4420000      4495   1987000
[10669]   4250000      4666   1983000      4626   1989000      4491   1985000
[10676]   4550000      4193   1908000   4510900      4560   2057000      4543
[10683]   2008000      5147   2342000      4742   2224000      6281   2512586
[10690]      7227   2890685   5375500      5392   2898446      6168   3392400
[10697]   4624389      8114   3752200   6200000      5968   3700080      4270
[10704]   3202387   5147300      6234   3208946   6113800      5835   3567247
[10711]   5001600      7275   3638592   5545000      6693   3711364   5720000
[10718]      6526   3732960   5740000      6422   3686431   5750000      5956
[10725]   3424954   5800000      5938   3444214   4115000   3560000   6654437
[10732]      5634   3749000      2460     19919     19841     20392      2580
[10739]     20543     20455     20370     20507      5660      2820     20496
[10746]     20486     20524      6461      3490     23742      3479      4207
[10753]      4835     22935     11089      5175     22761     11779      6420
[10760]     24274     15584      8541     22585      9938     24650     24497
[10767]     11514     24935     28710     30007     17740     32379     26625
[10774]      7507     29672     10210     33693     32999     38748     15310
[10781]     50523     12037     42570     51242      9292     39556      6992
[10788]     51093     35724     29973     25477     20270      2891     33556
[10795]      9701      3476     56343     19585      5379     72249     38863
[10802]      6215     53876     33484      5264     75720     39859     59671
[10809]     30647      5465     58490     31965      5952     56584     33679
[10816]      5741     53712     30836      6187     30237      6624     51618
[10823]     34192      7196     55760     40125      6977     48153     33596
[10830]      7287     55366     40345      8583     45895     39392      9196
[10837]     60883     55988      8256     52203     43099     10183     40044
[10844]     40777      9637     57275     55196      9987     55247     55175
[10851]      9378     65434     61364      9436     55539     52407     50592
[10858]     58844     11173     51061     57051     66656     65456     12163
[10865]     53899     65557     10353     64164     66429     19143    961000
[10872]     18920    946000    496500     17555    871600    469000     18426
[10879]    864200    453100     19539    885300    458040     19900    911500
[10886]    467900     20502    959284    485700     21449   1041765    505000
[10893]   1078700    516700     21490   1110377    527684     21609   1140278
[10900]    538449     21528   1159190    524652     21586   1132500    537962
[10907]     21403   1151398    562500     20783   1169062    584941     20472
[10914]   1197468    607197     20277   1231206     20037   1273535    664300
[10921]     19897   1321752    666500     19830   1321670    684200     19733
[10928]   1350150    718516     19124   1374106    744336     18951   1410624
[10935]    725969     19983   1450680    757203     19782   1497931    769761
[10942]     19838   1527043    789621     19873   1569187     11400     12600
[10949]      2610      2750     14750     33178     38027     13830     38725
[10956]     39424     38045     38743     30969     42862     40141     26818
[10963]     37124     41540     30804     42661     41553     42946     44292
[10970]     44347     45741     47136     52279     49927     48547     54109
[10977]     49951     49959     39874     55519     40837     13930     56887
[10984]     13940     58944     43210     13946     60260     44067     61479
[10991]    531400     27783   1476400    481700     23992   1155700     28479
[10998]    311900     30263    943900    291900     31538    920600    274600
[11005]     35899    985800    262800     36077    948100    242100     32919
[11012]    796974    205600     40028    822983    204500    845972    209100
[11019]     38807    811453    204600     38277    783152    186300     42082
[11026]    783986    186200     43328    806767    185200     43852    812133
[11033]     45963    838356    180400     46124    832073    170400     48595
[11040]    828060    165500     50207    830918    164100     51292    841702
[11047]     53055    870633     55406    911990     58721    968899    165871
[11054]     58802    975357    162414     60556    983515    154024     64795
[11061]    997992    150355     65191    980172     16895     64200     18971
[11068]     66400     20281     64900     56666     16367     60559     61800
[11075]     17632     32802     18066     59261     18306     65900     19931
[11082]     16071     22059     38146     23558     89865     26207     26296
[11089]     27391     26988     62800     22155     28340     62787     21730
[11096]     28790     62561     22570     28686     64745     28030     28067
[11103]    123494     28889     28723     51620     50552     30967    156545
[11110]     34223     40933    140084     36324     39533    143600     38432
[11117]     38934    149630     38900     40720     39577     42237    167162
[11124]     44158    193500     47464     40999    194600     43856     42470
[11131]    186255     43800     43333    189800     43900     37995     40530
[11138]    183600     44055    242300     41225    168200     40161     54750
[11145]    219881    301125     67118    367471     55264     40351    222996
[11152]     39944    201794     53249     54070    287916     49058     39816
[11159]    195329     49064     39820    195371     37674     10925     38634
[11166]     11204     33615      9748     30800      8932     10150     10440
[11173]     10730     11310     12180     13920     15370     15950     16820
[11180]     17980     18560     19140     19720     20880     22040     22330
[11187]     22620     22910     23490     23780    114877    124595    121843
[11194]    127407    128813    119127    133015    124713    159419    173323
[11201]    187232    166436    160908    159544    180405    134593    173514
[11208]    180490    108201    150221    109954    152682     13891    187527
[11215]    135500    188252    188282    189573     94631    131218       429
[11222]       449       468       488       507      4050       527       546
[11229]       585       605       624       644       663       689       702
[11236]       728       741      5850       761       780       819      7731
[11243]      7829      5671      5672     13813      7835      5674      7838
[11250]      5675      7841      5676     13820      7844      7848      7851
[11257]      5680      5681      7857      5683      7860      7863      5685
[11264]      7866      7889      6148      8512      8724      8933      9004
[11271]      9005      6654      9235      6584      9136      6672      9261
[11278]      9372     25992     10396     10514     26575     10630     26891
[11285]     10756     27158     10863     27490     10996     29056     29639
[11292]     12596     26166     11775     26968     13484     26297     18408
[11299]      8758     30654     35017     43584     47292     12032     48497
[11306]     12104     58700     44845     11502     51580     45825     11891
[11313]     54490     62400     66204     12081     61615     12016     74500
[11320]     62500     74600     11905     11969     11953     76500     69000
[11327]     11884     11875     11765     12025     81500     12041    111500
[11334]     11480     79854     11474     91628     79873     11476     91663
[11341]     83731     11471     96050     88234    101148     91047     11460
[11348]    104337    110421    110447     11429    126224    110473     11430
[11355]    126273     11399    151602     10444     10515     10584    119367
[11362]     11443    136593    121429     11444    138959    124980    143028
[11369]    127189     11445    145564      2757      5440      5820     21731
[11376]      5650      5378     22732     23032      5758     24587      6164
[11383]     25721      6173      2372     25611      6075     27845      6126
[11390]      2085     27487      5731     26357      5535     27800      5838
[11397]      2129     29450      6270     30336      2368     30106     31277
[11404]      7419      8275      2648     34094      9028      2501     37105
[11411]      9280     38882      9841      2578     40954     10558      2758
[11418]     43205     11916      2893     44293     12814      2876     46380
[11425]     13339      2999     44625     13383      2841     45646     12968
[11432]     46951     46168      2843     46240     13146      2747     46855
[11439]     12871     48035     12494      2677     47101     12609      2643
[11446]     48161     12729      2652     48967     12986      2622     49706
[11453]     13033     50849      2589     49243     12749      2639     51269
[11460]     13530      2705     49043     13266      2737     49320     13499
[11467]      2739     50113     13726      2851     47250     13471      2985
[11474]     44305     13225      3059     42945     13137      3027     44272
[11481]     13401      2998     44390     13308     55641     13493      2435
[11488]     57507     14003      2456      2363     56593     13373      2367
[11495]     57757     13671     58025     13340      2232     58002     58646
[11502]     13172      2271     60740    784800   2417220    707900     29099
[11509]   2059944    646500     29251   1891054    604000     29958   1809474
[11516]    588600     30928   1820436    604500     32047   1937253    566000
[11523]     33835   1915057     32281   1701838    466400     36728   1712974
[11530]    440300     39029   1718438     40021   1764934    445500     40150
[11537]   1788683     41760   1841616    433937     42716   1853615    420300
[11544]     44840   1884625    410200     47080   1931222    393300     47778
[11551]   1879121    371440     48109   1786949    353506     49009   1732512
[11558]    354593     50264   1782326    339484     52271   1774529    323499
[11565]     53154   1719515    316179     56649   1791134    314044     55238
[11572]   1734726    300489     54041   1623869    285751     54826   1566653
[11579]    272811     57476   1568011     48607     54412    264480     47837
[11586]     56374    269674     46936     57667    270665     44950     59425
[11593]    267114     43956     61093    268539     43418     62120    269711
[11600]     42193     63535    268073     42939     63868    274243     43585
[11607]     63708    277672     44310     64066    283876     45008     65611
[11614]    295302     44113     66250    292247     43436     66626    289395
[11621]     46195     64045    295855     46199     68626    317045     46903
[11628]     73823    346253     51025     73732    376217     52701     73467
[11635]    387176     52645     77429    407623   1280000      2297    294000
[11642]      2279      2294      2301   1541000    357000   1504000      2347
[11649]   1367000      2399    328000      2402    337000   1445000      2401
[11656]   1479000      2427    359000   1498000      2470   1511000   1552000
[11663]      2487   1726000      2474      2529   1734000      2537   1741000
[11670]      2585   1748000   1755000   1707500      2635   1735000      2651
[11677]   1737000      2683    466000   1739000      2728   1743000    477000
[11684]   1760000      2727   1790000      2735   1830000      2732      2769
[11691]   1870000      2781      2793      2804      2816      3065      3032
[11698]      3063      3029    549000   1820000      3049   1840000      3043
[11705]      3081      3108      2910    538366   1864603      2908    542247
[11712]   1868601    543338   1872600      2907    544430   1874445    544956
[11719]     14100     16200      2963     47800      2993     14305      3003
[11726]     19760     61300     18392      3454     25214      4478     33135
[11733]      4509     30663     33475     73800     33576      4593     33900
[11740]      4605     37300     84400      4609     88200      4603     40600
[11747]     94900     43700     98100      4618     79900     79100     36400
[11754]     41500      4536      4559      4565      4571      4747     35127
[11761]      4533      4731     36431     16985      4430      4526     42541
[11768]      4469     25472     29739     78600      4515     35484     40427
[11775]      4812     46672      5525     58568    105229     48429      5929
[11782]     64747    114389      4588     52476    118951     61212    121309
[11789]     62892    130327      4541     59181      5477      5491     15100
[11796]     32800      5488     27100      5498     14900     32200     17700
[11803]      5495      5493     34730     19100     33360      5486     31752
[11810]      5480     34992     19200     34121     39407      5494     21650
[11817]     44328     24350     44025      5451     49416      5302     49500
[11824]      5313     26300      5366     41800      5263      5270      5375
[11831]      5111      4981     26900      4787      4756     29010      4724
[11838]     77227      4761     36770      4766     36220      4290     33890
[11845]      3902      3358     28880      3781     29490      3351     30160
[11852]      4385     35960      4407      4456     38770     98600      4168
[11859]     41100      4151     45450    120500      4238     51070      4312
[11866]     56490      4297      4558     70870     72410      4774     73990
[11873]      4764     75270     96225      7902     76040     95802      4497
[11880]     43078     96490      4494     43365     97385     43737     85995
[11887]     94570     96040    104370    464000    113680    116865    489500
[11894]    119928    116375    538000    131810    531000    130095    134995
[11901]    110250     89180     95207     99960    407600     99862    440400
[11908]    107898    476500    116743    143325    639600    156702    666300
[11915]    163244    567600    139062    120050    434400    106428    447500
[11922]    109638    112455    473800    116081    483000    118335    699440
[11929]    171363    712900    186669    718115      2617    187896    189506
[11936]    733720    191534    744310      2606    193988    756930    196901
[11943]    771710      2596    200302    788830    204227    808500      2582
[11950]    208720    830850      2573    213807    856250      2564    219565
[11957]    979600      2523    247120   1224500      2455    300602   1428570
[11964]      2409    344182   1632650      2370    387017   1793100    439309
[11971]   2162480    529809   2227360    545703   2363000    578936      2379
[11978]    596305      1565    406772      2007    441571   1650133      3254
[11985]    536939   1699619      1726    293399   1750624    302204   1826544
[11992]      3257    594924   1881340      3245    610401     40312      3439
[11999]     42995     14786      3096     45669      3448     43503      3629
[12006]     42943     34171     33981     18350     18645     34191     19831
[12013]     34795     20529     21579     35512     21307     35077     21748
[12020]     34746     23280     35011     25558     36128     28534      7729
[12027]     39497     30527      8124     42336     34394      7636     42459
[12034]     32422     39904     28651      6458     40979     26464      6770
[12041]     39040     26430      7206     38412     27680     38889     38235
[12048]     38710      5965     41043     24482     55498     34964      8784
[12055]     58539     51422      8614     58365     50275      8026     57717
[12062]     46322     55101     33061     47674     47960     47001      7753
[12069]     61872     47968     48679      8666     55353     57180     46888
[12076]      8241     53659     44220      8033     51420     41306      7607
[12083]     54058     41122     52934     41474     52669      7545     53801
[12090]     40593      7247     55235     40029     56925     39455      6362
[12097]     66217     42127      6308     66095     41693     43360      6430
[12104]     63742     65877     42833      6374     65325     41638     66502
[12111]     43213      6138     66945     41091      6214     65104     40456
[12118]      6250      6207      6167      6230      6219      3918      4124
[12125]      6225      3299      6226      6222      3609      6082      3710
[12132]      4640      7377      7818      7893      3157      7225      2890
[12139]      3090      2680      7524      7518      2090      7645      3178
[12146]      7694      2445      3160      7692      7630      2678      2163
[12153]      3282      6590      2830      7643       918      8092       743
[12160]      8093      8137      8147       667       855      8127       793
[12167]      8162       412      8472       349      8443       244      8728
[12174]       157      8949       141      8941       143       142      9081
[12181]        88       621      8262       513      8289    236500     82775
[12188]     84700     86240    251900     88165    257400     90090    262900
[12195]     92015    268400     93940    273900     95865    280500     98175
[12202]    281600     98560     64750     85750     88550     95550    278300
[12209]     97405    279000    386608    381120    449171    411771    303000
[12216]    420164    423006    430015    437027    450986    458003    458075
[12223]    344000    477603    479068    486095    493124    500155    317618
[12230]     13894    441288    322392    447999    376176     13900    522898
[12237]     13902    500470     13904    500549    500628     13909    500707
[12244]    507840    403603    562382    422716     13944    589439    415703
[12251]    579612     23444     21100     23451     21106     23556     23667
[12258]     23778     21400     21432     24720     24178     21429     18889
[12265]     17778     19455     10700     18333     19286     18727      6779
[12272]     11063     11750      9756     10606     10938     10909     11538
[12279]      9302      8182      1783     14023   2327000   1015000     22502
[12286]   2284000     20709   2236590     20032   2303687     19773   2372798
[12293]     26626   3275000     27619   3480000     27969   3580000     27985
[12300]   3918700   4067700   1330000     38065   5062650     41401   5382100
[12307]   1383000     41337   5716950     41036   5983050     39768   6084568
[12314]   1563000     40732   6366370     42436   6704880   1590000     43026
[12321]   6841160   1665000     41704   6943790   1730000     40821   7062110
[12328]   1778000     40109   7131320     37884   6978220   1828000     37530
[12335]   6860400     37952   7172900   1938000     34784   6741210     34207
[12342]   6393210   1875000     33867   6350100     28968   5750200   1923000
[12349]     31937   6141545   1887000     35597   6717115     38509   6966210
[12356]   1632552     45353   7404078   1618376     45232   7320213   1682708
[12363]     43968   7398598   1693556     44796   7586422   1720568     45613
[12370]   7848105   1813588     45852   8315711   1863977     47626   8877314
[12377]   2074517     44885   9311444   2140130     44260   9472290   2182672
[12384]     44250   9658282   2169669     45096   9784355   2234246     44150
[12391]   9864300   2197346     44910   9868301   2221686     45409  10088551
[12398]   2304605     44893  10345982   2340903     45237  10589481   2344475
[12405]     44995  10549038   2374623     44962  10676691   2382443     45014
[12412]  10724288   2398639     45363  10880870   2410289     45495  10965632
[12419]   2430581     45790  11129622   2457683     46363  11394663   2489696
[12426]     46626  11608400   2506130     46955  11767556   2529672     47459
[12433]  12005692      3333      3365      3364      3477    193000      3241
[12440]      3397      3402    199000      3286      3417      3421    207000
[12447]      3463      3548      3583      3393    203600      3338    210300
[12454]      3318    225600      3313    704077      3625    719730      3578
[12461]    257500    709651      3641    258400    758899      3608    273800
[12468]    769668      3515    270500    781905      3312    259000    744685
[12475]    257427    708400      3315    234800    830900      3051    253500
[12482]    947900      3117    295500    918100      3230    296529    944600
[12489]      3390    320230    980000      3556    348516      4052    375600
[12496]    850800      3412    290300      4322    276600    773800      3779
[12503]    292400    721400      4555    328600    736600      3523    785400
[12510]      3739    293700    839400    307800    629800      4819    675960
[12517]      4816    325526    508520      4775    242812    623096      4795
[12524]    298795    706245      4794    338605      5364    380830      6116
[12531]    440371   1034573      4953    512442   1105429      4726    522388
[12538]   1177234      4586    539926   1175960      4705    553344     79553
[12545]     21255    169089     73142     22356    163516     73477     20769
[12552]    152605     70467     20583    145043     67259     20195    135829
[12559]     59532     32045    190769     59972     24337    145953     61830
[12566]     27259    168540     63889     27880    178121     62812     27176
[12573]    170701     59583    168037     60042     28205    169351     59490
[12580]     24501    145760       975      1313      1275      1388      1425
[12587]      1725      1988      2063      2138      2175     13796      4070
[12594]     13798      2748      3793      2772     13802      3826      2773
[12601]      3828      2774      3829     13808      2775      3832      2776
[12608]      3834     13815      3835      2777      3837      3838      2778
[12615]      3840      3841      3843      3844      2805      3879      3881
[12622]      3459      3916      2854      3950      3460      2859      3956
[12629]      2861      3959      2868      3969      2874      3979    700250
[12636]      4998    320500    671500    335750    717750    358875    380500
[12643]    880000      5143      5327    860000      5581    865000      5647
[12650]      5460    457000      5556      5545    990000      6263      7426
[12657]      5771      6320   1270000      6299    728000   1420000      5141
[12664]   1588500      4929    783000      5448    888000      5472    963000
[12671]   1790319      5161   1579054      6001    947600    838420   1520000
[12678]      5557    844600      5699    854900   1287814      6798    875500
[12685]      8233      8082   1050600   1257100      9259   1163900   1308000
[12692]      9056   1184500   1133000   1350000      9156   1236000   1370000
[12699]      9124      9964   1375000   1461959   1428000   1456000     11676
[12706]   1455000     12371   1485000   1588000   1555000     16077   1606000
[12713]     14259   1698883     14127   1724354     14208   1729285     14457
[12720]   1760242   1797298      9453   1699017    256500     45900    283500
[12727]     48195     50490    306200     52054    306500     52105    319700
[12734]     54349    330400     56168    340200     57834    361300     61421
[12741]    340900     57953     62220    378800     64396     60860     61965
[12748]    369900     62883    372600     63342    378000     64260    383400
[12755]     65178     58752    356400     60588     61030     61540     62050
[12762]     62390     62900    373000     63410     12874    476354    338000
[12769]     12882     12884    438046     12887    431703     12888    435619
[12776]     12889    442101    348000    448586    452506     12893    456427
[12783]     12895    457782     12896    470689    483598     12897    490092
[12790]     12898    503006    522341     12900    516004     12904    503244
[12797]    369485     12909    476971    350229     12914    452300    509906
[12804]     12910    516411     12911    529342    529426     12771     12753
[12811]    542000    612854     12951    793705    631744     12955    818430
[12818]     95736    428600    510200    591800    632700    656700    160884
[12825]    492761    120702    495483    121369    507383      2449    124283
[12832]    508033      2502    127090    793971    194482    846652    207386
[12839]    858314    210243    872327    213676    892081    227405    919676
[12846]    234539    963155      2749    264802    989127      2751    272068
[12853]   1026925    313237   1060665    360282   1082810      4067    440409
[12860]   1101825      5085    560271   1126985      5104    575252   1131623
[12867]      5027    568880   1150406      5001    575266   1170233      4668
[12874]    546300   1060317      3922    415815   1079448      3925    423736
[12881]   1088028    417882   1102405    423727   1114347      3836    427465
[12888]   1124134      3852    432983   1143374      3847    439899   1174004
[12895]      3845    451424   1195180      3884    464237   1217160      3821
[12902]    465134   1245783      4283    533622   1271829      4847    616434
[12909]   1301306    636305   1339920      5036    674745    666341   1385000
[12916]      5187    718381   1406275      5663    796427   1434260    866742
[12923]   2106075      4569    962219   2269082      4651   1055335      4904
[12930]   1176927   1274757   1817691      7338   1333770   1619493   2850000
[12937]      6163   1756565   2969000      6571   1950983      5984   2154406
[12944]   3700000      5954   2202882   3680000      5978   2307791      4789
[12951]   1105254      5435      5220      5278      5389      3941      4059
[12958]      4012      4085      4121      4127     68500     68400    167000
[12965]     68800      4119     69200      4114      4056    188000      4043
[12972]    197298      3953      4011      4044    184760     84792      4022
[12979]      4010      4005      4023     95404      5315    223000    245054
[12986]      4489    109997    237699    106953    264366    117995    249966
[12993]    112056    246421      4488    110597    504000    507000      3255
[13000]    513000    516000      3256    519000      3252      3253      3263
[13007]      3248    672333    219192    673604    219792    682903    220568
[13014]    682937    232219    688615      3542    243879    689374      3707
[13021]    255543    689685      3718    256398    695130      3729    259230
[13028]    698931      3731    260786    738709      3764    278065    766451
[13035]      3768    288822    784940    296620    816270    310183    826320
[13042]      3857    318680    828214      3971    328920    840673      4014
[13049]    337455    852583      4020    342738    852790      4129    352090
[13056]    870589      4153    361555    888190      4149    368531    902286
[13063]      4208    379637    902376    385290    908712      4323    392791
[13070]    915411      4380    400950    932876      4437    413919    954680
[13077]    429030    974122      4591    447185    998963      4694    468913
[13084]   1025591      4801    492379   1024513      5196    532300   1025947
[13091]      5436    557669   1026135    643806   1029529      6462    665285
[13098]   1039538      7254    754126   1648000     42191   6953000     42262
[13105]   7269000   1717000     40885   7020000     41778   6956000   1698000
[13112]     42061   7142000     41837   7242000     42247   7520000     42574
[13119]   7791000     41878   7915000   1896000     43449   8238000     44402
[13126]   8392000   1970000     45437   8951000     44543   9354000   2210000
[13133]     44864   9915000     46249  10221000   2220000     47252  10490000
[13140]     48236  10612000  11367000   2326000     49708  11562000     50021
[13147]  11785000   2381406     51012  12148000   2438692     52110  12708000
[13154]     52924  13231000   2425000     52709  12782000   2332400     53700
[13161]  12525000   2225900     57100  12710000   2073800  11717000   1936000
[13168]     59039  11430000   1888100     59960  11321000   1855500     60501
[13175]  11226000     60733  11047340     66863  11901700   1746733     62704
[13182]  10952650   1697868     64037  10872660   1707875     66129  11293929
[13189]   1664648     66156  11012592   1591000     68651  10922310   1611000
[13196]  10995000     70365  11174000   1532000     72813  11155000   1551000
[13203]     70729  10970000   1546000     69062  10677000   1551400     71387
[13210]  11075000   1502000     72603  10905000   1486000     72995     76155
[13217]  10989100   1490000     74240  11061750   1587000     71115   1572230
[13224]     72945  11468570   1556840     74678  11626123   1542800     75458
[13231]  11641718     75765  11675448   1597000     76473  12212690     77472
[13238]  12473023     77640  13330873   1794000     79846  14324294     85870
[13245]  14297361   1506945     70568  10634163     12571       880       870
[13252]     12745     12286       320       300       404     12825       518
[13259]       358     12844       340     12853       437     12414       239
[13266]     12907       309       264     12876       399       199     20648
[13273]       242       312       336       433       232     12877       262
[13280]     12902       374     12778       365     11795     12051       369
[13287]     12921       477       357       318       302       296       381
[13294]      1140      1260      2144      1286       361     28306      1023
[13301]     27897      1007       354     31216      1106     37166      1255
[13308]     35771      1218       341     31623      1077     27771       972
[13315]     31743     26407     27369       933       343     23183       795
[13322]     24521     24690       846     37395       804       306     25759
[13329]       311     26541     16866       525       274       316      8154
[13336]       303     10469       317       315     10196       321     11368
[13343]     11260       351     12862       394       305       304   1928788
[13350]     27048   1968094     26547   5224700   1997253     26769   5346500
[13357]   2010868     27445   5518800   2032227     28718   5836100   2087869
[13364]     29378   6133650   2131359     29331   6251430   2232482     27683
[13371]   6180215   2304252   6458882   2320636     25795   5986180   2362000
[13378]     25243   5962442   2147991     29060   6242141   2087608     29075
[13385]   6069780   2040695     27877   5688935   2061591     29572   6096615
[13392]   2035852     32238   6563124   2006820     33131   6648788   2020396
[13399]     30099   6081133   2001855     31842   6374250   2293000     29221
[13406]   6700470   2271000     29432   6683970   2313000     29321   6781920
[13413]   2404000     28769   6915950   2483000     30706   7624250   2546000
[13420]     30966   7884000   2622000     31407   8235000   2551000     28585
[13427]   7292000   2562233     30251   7751000   2621378     27665   7252000
[13434]   2723082     27575   7509000   2641712     29795   7871000   2723000
[13441]     29563   8050000   2808000     32062   9003000   2994000     32772
[13448]   9812000   3153000     29448   9285000   3220000     31087  10010000
[13455]   3377000     32745  11058000   3467000  11380000   3357859     32406
[13462]  10881408   3337486     36661  12235392   3556000  13119412   3747000
[13469]     37005  13865939   3928140     36529  14349000   4103319     36629
[13476]  15030000   4105990     35650  14637894   4137697     36669  15172464
[13483]   4167121     37480  15618288   4347657  15216840   4607000     35778
[13490]  16483000   4680096     36346  17010456   4816190     36001  17339000
[13497]   5009795     38183  19129000   5004634     38902  19469000   5175869
[13504]     41191  21319715   5056403     43388  21938825   5202467     41656
[13511]  21671520   5043813     42373  21372000   5010334     42696  21392000
[13518]    275100    224320    287500    231710    294400      8236    242480
[13525]    293400      8482    248860      9556    276170    285600    281150
[13532]    300800      9585    288320    320800      9878    316880    347400
[13539]    354200    364600     10658    357950     10926    371480     11334
[13546]    385340    338275     12262    414780    376470    446210    401470
[13553]    461540    446800     10350    462430    526000      8843    465160
[13560]    386330    164960      7429      7710      8372      7960    163184
[13567]      7896    157920      8143      7988    183727      7968    187242
[13574]      7985    187636    195455    209136      7271    218127    764200
[13581]    796000      7035    564476    821000      6628    544145      6886
[13588]    571509      6908    587145    614118    910000    664545    947000
[13595]      7298    691127    985000    718882   1024000    747809   1031900
[13602]    753281    994418    980085      7836    941070    903608      7312
[13609]    660678    796763      7343    585090    786109      7347    577573
[13616]    809473      7341    594194    437500    462500    487500     83125
[13623]     64800     56550    481000     67340     85635    100260    107300
[13630]    114400    591000    118200    125600    139400    745000    149000
[13637]    197250    543000    135750    116250    115500    125500    573000
[13644]    143250    608000      2421    151524      2397    160616      2485
[13651]    170252      2359    180468    785440      2436    191296    836000
[13658]      2426    202773    214940      2463    227836      2454    241506
[13665]      2560    255997      2467    271357    287638      2439    304896
[13672]      2486    323190      2447    342581    363136      3208    384959
[13679]   1236424    408020   1310610    432501   1389246    458451   1351785
[13686]      3595    485958   1432891    472850   1518865    501226   1789188
[13693]      2647    473650   1858712      2670    496293   1808993      3399
[13700]    614877   1917532    651769   2032584    690875   2154539    710998
[13707]    602800      2389    631100      2393    662700    694600      2390
[13714]    723600      2391    751600    782800    819000    196000    857800
[13721]    888700    920300      2398      2396    239000   1025300   1054800
[13728]   1096200   1122300   1157600   1187700   1210800   1221400   1238600
[13735]   1258400      2392    301000   1270200   1290800      2394   1315600
[13742]   1341500   1375900    329000    339000   1464000   1514000   1570000
[13749]      2357      2331   1671625      2441    408006   1683199    410555
[13756]   1688302    411714      2414   1515000    367500   1585000    385875
[13763]   1587500   1589000    389300   1666000    408200   1668000    408700
[13770]   1727000   1825700    438500   1927900    462700   1951000    468240
[13777]   1715000   1968000    472320   1837052      2419    444439      2448
[13784]   2365000      2410      2458   2163493      2375    513738   2199169
[13791]      2371    521319   2232526    528398   2273916      2362    537159
[13798]         8         7     13529        70        72        86     10930
[13805]        82     12073        99        51      8667        68        76
[13812]      6857      6923      7842      7843      7845      7846      7847
[13819]      7849      7850      7852      7853      7855      7856      7858
[13826]      7859      7808     12483    121083     97100    122068     90202
[13833]     13235    119381     90110     14740    132819     95050     14496
[13840]    137785     94574     14497    137100     19659    178900     22198
[13847]    208660     22942    220244     93600     21464    200904     94780
[13854]     20936    198431     89490    191533     90138     23619    212898
[13861]     21940    197464     93984     24973    234708    129776     29689
[13868]    126300     29233    369217     30991    353300    124500     28747
[13875]    357900    131275     28664    376290    119453     29281    349769
[13882]    126517     30094    380735    126779     30526    387008    127663
[13889]     28283    361072    132332     30457    403044    137461     28673
[13896]    394140    131372    404230    604400     26522   1603000    592100
[13903]   1641000    573300     28885   1656000    552199     29736   1642000
[13910]    517198     31767   1643000    503098     33333   1677000    478114
[13917]     35452   1695000    469881     37456    436765     39632    424257
[13924]     40164   1704000    414052     42120   1744000    414449   1807000
[13931]    413423     43539    404290     44522    387282     46994    385669
[13938]     48591   1874000    382056     48893   1868000    375007     50708
[13945]   1901600    372288     50289   1872200    375400     51793   1944300
[13952]    379900     51669   1962900    384500     52510   2019000    380600
[13959]     52444   1996000    386300     51592   1993000     51915   1952000
[13966]    363100     53842   1955000    347600     57135    335600     59165
[13973]   1985571    340454     57600   1961000     59848   1963000    327800
[13980]     56964   1867293    326200     56966   1858221    320100     57880
[13987]   1852745    318200     56781   1806777    317200     56034   1777383
[13994]    318900     54977   1753218    315200     55440   1747479    315700
[14001]     54928   1734089    312948     54578   1707998    297731     54292
[14008]   1616445    289617     54293   1572427    281502     55358   1558333
[14015]    278137     56656   1575802    271970     57873   1573977    265186
[14022]     59042   1565717    259084     59959   1553437    253364     62965
[14029]   1595307    248283     63663   1580638    239637     64860   1554291
[14036]    238442     65363   1558520    233347     65462   1527543    233257
[14043]     67925   1584408    228895     68933   1577832    223997     69727
[14050]   1561868    224298     70735   1586580    221485     71009   1572750
[14057]    219265     70420   1544074    219133     71733   1571897     14700
[14064]     15540     17010     16380     17640     18480     15120     15750
[14071]     15960     42200     17724     17934      6649     28592     44400
[14078]     29468      6585     32924      6544     35989     40853      6410
[14085]     48072     83900     53378     87600      6345     55579      6691
[14092]     26765     28015      6661     28641     73810      6423     47405
[14099]     85985      5233     78997      5823     80367      5848     47630
[14106]      5523      5508     49570    126500      5502     69600    129000
[14113]      5503     70990      6846    111290      8118     90350    113520
[14120]      8134     92340    115970      8122     94190    116739      8230
[14127]     96073    119074     97994   1686000   1930000      8870   1712000
[14134]      8872   1980000   1757000      8875   1775000      8873   2085000
[14141]   2175000   2275000      8881   2406000      8882   2137000   2414000
[14148]      8877   2143000   2421000   2429000      8876   2156000   2436000
[14155]   2163000   2444000   2451000      8878   2458000   2183000   2556000
[14162]   2189000   2587000      8489   2196000   2618000   2325000   2353000
[14169]   2681000   2472000      9565   2596000   4075000   3048000   4103000
[14176]   3160000   4130000      7935   3277000   4158000   3398000   4186000
[14183]      8416   3523000   4215000   3653000   4243000   3788000   4272000
[14190]      9195   3928000   4301000      9470   4073000   4330000      9915
[14197]   4293000   6326000   7467000   6443000     11802   7604000   6564000
[14204]     11799   7745000   6888000   6815000     11796   8039000   6945000
[14211]   8192000     11794   8350000   7217000     11793   8511000   7359000
[14218]     11792   8678000   7504000     11791   8848000   8720000     12300
[14225]  10726000   9049000  11130000   9390000  11550000  11985000  10112000
[14232]     12299  12437000  10493000  12906000  10888000  13393000  11299000
[14239]  13897000  11725000  14421000  12167000  14965000  12625000  15529000
[14246]  13101000  16115000  13595000  16722000     10172     33963     34547
[14253]     10814     53861     58245     11591     46393     53774     12254
[14260]     46769     57311     45236     56545     13003     48473     63029
[14267]     14455     47108     68095     16192     49860     80733     18257
[14274]     48907     89290     19263     48736     93881     49124     94686
[14281]     20045     49624     99472     20847     49192    102551     18735
[14288]     50007     93689     19414     49155     95430     93067     25736
[14295]     27199     19676     33035     22239     21869     48635     45577
[14302]    109259     21170     44820     94884     13997     42381     59321
[14309]     44422     87956     18509     44022     81480     56800     48303
[14316]     61480     52783     63990      8820     56440     71090      8398
[14323]     59701     67860     62766     76970     70811     79550      9151
[14330]     72800     75500     71661     79650      9939     79166     73480
[14337]     73491     10046     76352     72173      9395     65763     63879
[14344]      9707     72806      9366     75393      9767     85950      9940
[14351]     93435      9950     93530      9935     94380      9757     92695
[14358]      9777     92883      9766     87898     96033     10864     97773
[14365]     10960    115078     10948    117147     10127    110381     10742
[14372]    118157     11177    124066     12089    134787     11747    131566
[14379]    151066     11974    149676     12006    150671     12742    160547
[14386]     12869    160861    166753     12058    171226     12187    170613
[14393]     12061    167650    146200     12188    178187    147400     12190
[14400]    179678     12191    179208    148500     12195    181094    146500
[14407]    178592     11206    181543     11031    188635     10786    193077
[14414]    187500    197966     10594    194934     10701    203323    160175
[14421]     12852    205861    153213     14062    215441    146423     14426
[14428]    211224    147495     13950    205762    145245     14624    212407
[14435]    147924     14115    208798      4313      4028      1345      1431
[14442]      2810      1445      2927      1595      5462      1588      5035
[14449]      4934      3441      4251      3164      4682      3289      1540
[14456]      3082      1235      4524      3985      3939      2719       416
[14463]      2437      1953       476      1796      2584       464      2317
[14470]       346      1236      1105      1701       166      1525       183
[14477]      1269       165      1067      1033       155       146      1625
[14484]       923       145       156       185      1770      1760       994
[14491]       955      1630       999       163     18571     18918     19086
[14498]     82068     18886     83100     18718     84232     19022     85600
[14505]     87223     18917     87016     19073     87738     19019     89388
[14512]     19116     91759     19094     95471     18913    109698     19147
[14519]    120627     19097    127947     18916    136195     19126    149186
[14526]     19083    162207     18955    163013     19050    163829     18914
[14533]    164548     18982    168937     19029    175071     18966    182075
[14540]     18753    187529     19038    194186     19049    200011     19075
[14547]    206011     18974    225790     19085    240466     19051    255281
[14554]     18952    288074     19017    290954     19882    357873     23208
[14561]    403824     24011    444206     26737    164214     22264    365605
[14568]     23985    329800     23986     23014    375127    163500     23242
[14575]     23060    362040    166769     22329    372380    168571     23254
[14582]     23559     23511    442000     23350    490350     23273    512000
[14589]     22889     23022     23094     23182     23303    209821     22657
[14596]    475391      9291    436658      9242    452840    475288      9775
[14603]    498549    559705     12757    714007    565120    725337    567000
[14610]     12797    725584    729767    611705     12455    761889    630940
[14617]     13075    824951    664818     13497    897305    630335     12944
[14624]    815917    622756    804136    629191     12922    813058    647183
[14631]     12559    812765    651806    821301    632000     12975    634000
[14638]     12965    822000     12976    824000    601000     12974    784900
[14645]     13306    805000    579000     12988     13007    780400    670500
[14652]     12063    808800    668500     12256    819300    649200     12785
[14659]    651200     13045    849500    636500     12605    802300    592200
[14666]     13119    776900    562600     13970    785930    550800    768400
[14673]     14516    802721     14756    830146    857518    553017    904865
[14680]    526423     18009    948045    520235     19185    998083    518326
[14687]     19549   1013260    553872     16307    903216    570399     17351
[14694]    989706    635516     16545   1051482    649791     17003   1104820
[14701]    674830     17263   1164973    708120     17466   1236836    743671
[14708]     18113   1346991    753189     19329   1455815    769581     20343
[14715]   1565528    787007     20992   1652112    787604     21310   1678372
[14722]    815393     21530   1755529    859630     20831   1790670    859468
[14729]     21034   1807806    874941     21033   1840226    886143     21477
[14736]   1903177    895716     21818   1954232    889114     22648   2013674
[14743]    896710     23053   2067143     22242     11121     22007     12544
[14750]     21667     22727     13377     21677     15174     21965     13179
[14757]     22112     13267     13606     19553     15251     21538     29523
[14764]     19190     29984     18890     15420     26042     26889     12100
[14771]     28163     12110     28750      3420     29883     10220     24063
[14778]      9240      4140     23792      9850     22574      4738     22794
[14785]      4810     22869     22212     11550     21649     12340     21317
[14792]     12790     22333     23017     14443     27833     15865     29918
[14799]     16455     34161     18447     35509     19530      5382     37176
[14806]     20010      5410     36972      5434     36808      5429     37024
[14813]     20100      5438     27335     14865   5915000     21591  12770997
[14820]   6022000     21377  12873066   6070000     20846  12653463   6013000
[14827]     20961  12603975   5920300     22540  13344233   6013600     23671
[14834]  14235017   6142500     23596  14493798   6193800     23640  14642262
[14841]   6250200     23612  14757734   6081800     24579  14948469   6041000
[14848]     25074  15147452   5993200     26305  15765021   6034000     26920
[14855]  16243405   6196000  16667146   6145300     26646  16375063   5957000
[14862]     27731  16519403   5994600     28251  16935264   6004700     28486
[14869]  17105104   5968100     28388  16942160   5859700     28124  16480000
[14876]   5713600     26825  15326700   5746200     26588  15277900   5731300
[14883]     28058  16080900   5708700     29307  16730386   5506700     29842
[14890]  16433238   5196300     30363  15777540   4925500     31533  15531775
[14897]   4795245     32599  15631984   4884585     33583  16403971   4878171
[14904]     32456  15832442   4549296  14442457   4235846     31052  13153172
[14911]   3991000     31670  12639430   3802000     32147  12222310   3604300
[14918]     32301  11642395   3495000     33464  11695786   3492580     34712
[14925]  12123333   3202271     39334  12595860   3076959     39924  12284365
[14932]   3014318     39443  11889349   2940322     40417  11883986   2851364
[14939]     41639  11872686   2875948     41351  11892323   2769524     42686
[14946]  11821982   2751670     43329  11922778   2774920     43181  11982393
[14953]   2727004     44356  12096005   2733128     45462  12425282   2606094
[14960]     47762  12447173   2538184     48376  12278718   2473165     50194
[14967]  12413796   2441238     51891  12667773   2360597     53878  12718433
[14974]   2310259     56208  12985520   2279228     58073  13236229   2145821
[14981]     61721  13244169   2154345     63567  13694472   2232953     63464
[14988]  14171153     17283    458000    274000    476000     17709     18222
[14995]    492000     19692     19846     20745    529000    582000     22182
[15002]     22179    621000     21964     22386     22517    653000    671000
[15009]    304200     23241     22467    306000     22582    691000     21141
[15016]    676510    343835     22023    757225     20532    815127    394000
[15023]     20740    817156     21913    821733     23081    817073     23557
[15030]    869240     23688    954641    422000     29697   1253194     33063
[15037]   1325828     35322   1419960     40273   1530370    382000     44398
[15044]   1696000     44121   1681000     41114     43219   1638000     45563
[15051]   1749605     47467   1784773    377000     48127   1814403     49732
[15058]   1850033     57137   2039803     62619   2060161     65023   1983208
[15065]    299000     70333   2102959    288000     67775   1951934     67680
[15072]   2010110     72323   2061211     73472   1983757     73183   1968632
[15079]     76290   2021686     78382   1998738     78940   1918251     79278
[15086]   1918517    237000     81777   1938126     80113   1850604     83025
[15093]   1942777     84354   2049809     82137   1963084     81984   1959423
[15100]     84185   1978358    173605     16254    282182    173858     17454
[15107]    303453    181950     17845    324684    184116     18078    332847
[15114]    171330     20403    349569    172962     20263    350473    168316
[15121]     21168    356290    177170    366560    177235     20907    370552
[15128]    180779     20456    369798    183631     20385    374333    188003
[15135]     20354    382669    193223    383954    179512    183405     20701
[15142]    379673    195067     20879    407273    195566    436451    204854
[15149]     21473    439880    193304     22655    437928    175773     23172
[15156]    407307    174094     23886    415840    182134     21900    398876
[15163]    199591    383081    200850    351052     98656     33222    327758
[15170]     95525     35610    340163     92709     40930    379455     92398
[15177]     39526    365216     95670     41622    398197     97166    402363
[15184]     88345    388326     87947     42664    375219     87951     41367
[15191]    363831     87727     40884    358661     90037     41612    374658
[15198]     90106     40296    363089     90793     39333    357115    103735
[15205]     36397    377560     93630     37760    353549     96070     39449
[15212]    378989     94613     41085    388715     92004     40373    371450
[15219]     89619     40286    361038     91488     38209    349564     88833
[15226]     38109    338536     39326     38897    350072     88286     39644
[15233]     88307     39358    347562     38182     38200    385000     87954
[15240]     39348    346087     86925     39302    341631     87243     39320
[15247]    343042     87076     39315    342340     11333     11176     11364
[15254]     11702     14815     15517     15161     15313     15455     15588
[15261]     15714     15833      2330     15026      3501     15789      4150
[15268]     15904     15909     15965     15808     16032     16063     16031
[15275]     16285     10748     10615      6819     16494     11247     12612
[15282]      8764      7277     15064     10962      7367     15195     11194
[15289]      7273     14933     11200      5043     14566      7345      5132
[15296]     14570     13714     13421     13415     13462     13431     13942
[15303]     14151      6289     14591     17144      1543     25262      3284
[15310]     19508     28590      8577     31285     10740      5457     26755
[15317]     29452     19188     24360     11032     32152     35470     40246
[15324]     51885     17257     37844     65307     20342     39255     79852
[15331]     28977     35919    104082     38886     32634    126901     45402
[15338]     35315    160338     50166     39336    197334     61329     42488
[15345]    260574     75843     42307    320867     88905     42824    380730
[15352]    114337     39561    452328    111821     45866    512877    134365
[15359]     42886    576238    159818     44564    712207    196205     42840
[15366]    840544    230620     43626   1006103    248930     46377   1154460
[15373]    266546     53016   1413126    276183     59087   1631896    298417
[15380]     59038   1761796    291603     60073   1751758    232577     74857
[15387]   1740995    241247     75281   1816120    252169     73676   1857873
[15394]    253328     75688   1917398    253492     78837   1998445    252409
[15401]     80573   2033738    247764     80077   1984023    246920     82091
[15408]   2027000    246948     90867   2243941    255053     88327   2252804
[15415]    258040     90639   2338860    252253    100574   2537000    241053
[15422]     98153   2366000    236511     95344   2255000    227111     98138
[15429]   2228821    220170     99196   2184000    215666    101453   2188000
[15436]    209124    105201    208136    106757    203923    101656   2073000
[15443]    190901   1889000    209106    100954   2111000    205812    101695
[15450]   2093000    208205    106339   2214039    212046    102249   2168157
[15457]    207195     99886   2069581    205143    100331   2058230    280409
[15464]     93583   2624143    397071     28414   1128250    403173     23978
[15471]    966718    410547     21892    898785    399400     20677    825826
[15478]    380776     19241    732633    355480     18175    646079    294530
[15485]    589368    279500     20358    569001    254618     21790    554814
[15492]    229095     24470    560597    271784    582482    279219     20423
[15499]    570248    256197     23576    604002    230766    627126    217103
[15506]     27422    595329    206650     27650    571379    168790     30246
[15513]    510525    160279     33624    538925    161195     34377    554136
[15520]    154403     34052    525768    144325     33921    489558    134400
[15527]     36153    485900    132173     36719    485323    130812     36659
[15534]    479544    127910     36125    462078    112752     39262    442687
[15541]     97189     38389    373095      3077      3045      3052      4182
[15548]      4271      3870      4306      4720      5140      4688      4926
[15555]      4680      5221      4960      8840      4791      4585      9450
[15562]      5159      5623      5437      9980      4008      2855      2849
[15569]      2711      2928      2940      3234     10190      3994      4989
[15576]      4740      6081      6203      6532      6208      7512      8252
[15583]      9284      7191      9923     13220      8983      9601     13441
[15590]      9684     16462      9451     20319      9511     20924      9579
[15597]     22510     23700      9629     22629     25600      9596     24566
[15604]     27150      9203     24986     27280      9293     25352      9326
[15611]     25181      9462     23656     22890     10287     23547     11920
[15618]     12692     13077     26100     33930     25200     32760     24800
[15625]     32240     22015     21452   1776300   2498100   1736900   2404900
[15632]   1594000     13712   2185700   1475600   2117800   1492300     15441
[15639]   2304200   1587600     16858   2676300   1665600   2974200   1685600
[15646]   2747500   1701300     16094   2738000   1713900     16073   2754800
[15653]   1799700     15723   2829600   1938500     16321   3163800   2007300
[15660]     16888   3390000   2045400     16558   3386800   2050200     16867
[15667]   3458100   2086300     18341   3826400   2116800   4212000   2153100
[15674]     20290   4368600   2159000     20218   2116300     18877   3995000
[15681]   1965600     18321   3601200   1919800     17527   3364800   1974100
[15688]     19516   3852700   1972700     20580   4059860   1949000   3913000
[15695]   1932000     19617     19687   3785800   1855000     21380   3966000
[15702]     19501   3323000   1954224     17440   3408176   1898108     19069
[15709]   3619480   1782146     19434   3463469     24400   3669700   1539400
[15716]     27904   4295500   1585700     29102   4614700   1552700     30181
[15723]   4686204   1536500     30185   4637954   1680000     26857   4511924
[15730]   1647000   4360295   1692000     25421   4301259     26344   4457353
[15737]   1684200     27535   4637438   1694575     28633   4852149   1622000
[15744]     31154   5053100   1592000     31456   5007800   1658000   5313358
[15751]   1669000     30127   5028254   1596000     30598   4883436   1506000
[15758]     31089   4682071   1441398     27507   3964882     34149   4093735
[15765]     33339   3900610   1162700     34240   3981053   1168859     35332
[15772]   4129838   1188203     33715   4005994   1190758     33209   3954331
[15779]   1192543     31983   3814132   1175163     32451   3813553  20192200
[15786]  47015000  19877500     23291  46297000  19399000     21625  41951000
[15793]  18085000     21619  39098000  16557200  35521800  15105500     22399
[15800]  33834848  13837400     23816  32954634  13158000     24320  32000592
[15807]  12771000     25025  31959246  12294400     26513  32595666  11873328
[15814]  33208920  11218267     29492  33085300  10424797     30604  31904240
[15821]   9647223     32022  30892640   9292143  31186154   9114535     35015
[15828]  31914914   8928440     35964  32110672   8740968     36982  32325808
[15835]   8351185     37821  31585230   8136896  31385732   8068689     39041
[15842]  31500969   7766275     38997  30285969   7572692     40291  30511019
[15849]   7362338     41457  30521690   7199922     41013  29528984   7043569
[15856]     42404  29867213   6726438     45114  30345525     53200      3008
[15863]      2952     62600     71600     24300     29690     85900      3001
[15870]     25780     23710     83300      5231      5078      5303      5115
[15877]    127922      5003    146750    164822    140020     84014    136220
[15884]     81730      5783     83857      5618     82028      5963     87650
[15891]      5481     88800    135676      5504     74677      4833      5158
[15898]      5164    201535      5343    107676    221504    125900    219000
[15905]      5114    237016      4745    112463    250930    121417    292620
[15912]    152051    298346    154819    309190      4690    314574    340615
[15919]      5139    175039      5222    148820    340644    175877    311636
[15926]      5193    161828    301306      5204    156812    329059      5176
[15933]    170309     12615     12782     13022     12727       816     12708
[15940]       842       660       920       670       970     14085     13973
[15947]     13699     13784       760       801     13741     14935     15128
[15954]      1180       790     15190     12361       808     11135     12369
[15961]     12308       990       723      1003       737      1022       747
[15968]     14103     14557     15625       749      1039       742      1029
[15975]      1032       744      1280      1290      1310      1360     13592
[15982]     13654      1060     13585     13704     13148     13495     13535
[15989]       940     13511     13474     13402     13776     13204     13593
[15996]      1427      1054     12905     13700      1010     13043       927
[16003]       874      1013     13512       952     13544       768     13541
[16010]       763     13540       703     14063     14067      1055       517
[16017]     11335       586     11481      1248     10062     10064      1256
[16024]     10065      1312     10051      1319      1343     10041      1348
[16031]      1373     10033     10036     10037      1375     10039      1633
[16038]      9960      9867      9900      1485      1892      1885      2042
[16045]      2031      1907      1899      9956      1968       131       119
[16052]       102       112       104        87       440        92       109
[16059]       114       992      1006     13782      1034     13786      1048
[16066]      1062     13791      1104       830      1145     13801      1159
[16073]      1173       776      1188     13807      1202       431       595
[16080]       497       295       408       423       326       451       353
[16087]     13584       479       332     13563       386     13618       526
[16094]       396     13629       539      2742      2746      2755      2745
[16101]    103500      2754    105500      2744      2752      2743    116295
[16108]     38873    159701      2802      3201     56024    181668      3360
[16115]     61048      4507      5422     67779     95637     71558     12473
[16122]    115516     16270    187944     37522     54357    203959     40259
[16129]     53321    214667     43150     58862    253989     44009     64273
[16136]    282858     64497    283950     47636     65089    310057     48258
[16143]     72329    349045     53730     73660    395773     57366     74627
[16150]    428103     58943     76897    453256     65262     78224    510503
[16157]     73359     79224    581182     77994     77057     84286     84237
[16164]     86895     84930     87830     94045    826000     94369     90892
[16171]    857735    101293     85545    866507    105759     95313   1008017
[16178]    114477     90092   1031345    129333     84669   1095052    147648
[16185]     92815   1370393    157081     96025   1508377    160493     99939
[16192]   1603948    167155    100400   1678244    171671   1712422     83400
[16199]     83333     83346   2117000    256600     83320   2138000     83359
[16206]     84615     69375    227000     83990    239750     88708    245913
[16213]     90988     94350     91760     93610     96570     80100     81200
[16220]     85680    251000     92870     91080     83620     83880     79200
[16227]    222222    436288     80855    447400     82915     85799    474666
[16234]     87962    484345     90580    491365     91882    503420     94364
[16241]    515250     96557    506824     94995    519340     97316    542617
[16248]      1854    100601    556246    103128    477752     88575    512843
[16255]     95081    532823     98785    540289    100170    559617    103753
[16262]      2113    120863    621436      2088    129780    701541      2089
[16269]    146569    718590      2168    155823    727623      2177    158431
[16276]    756288      2475    187191      2293    184791    631397      1928
[16283]    121734    638327      1925    122899    641220      1924    123390
[16290]    646821      1922    124332    652684    125316    623911     26222
[16297]   1636033    581535     27859   1620100    561705     28159   1581700
[16304]    518341     29407   1524300    523106     28803   1506700    500574
[16311]     30111   1507300    493968     30541   1508635    446924     33438
[16318]   1494412    456477     33667   1536808    431761     35812   1546216
[16325]    426224     36335   1548697    429595     36097   1550704    424937
[16332]     36179   1537375   1038600     17889   1857900    972200     18188
[16339]   1768200   1060500     17888   1897000     18355   1946500   1050000
[16346]   1063800     19568   2081600   1049800     20928   2197000    869000
[16353]     21652   1881575    848000     21264   1803219    831258     21817
[16360]   1813529    813106     22402   1821560    777150     23455   1822800
[16367]    785075     23013   1806719     29377   1832890      5185       545
[16374]      5138      5179       570      5169       325       641       328
[16381]      5277       694      5130       356       732      5109       766
[16388]      5119       837      5125      5126       448       922       973
[16395]      5190      1027      5287      5294      5238      5345      5357
[16402]       393      5571      5636      5962      5235       277      5206
[16409]       286       445      5536       265      5630      5769      5909
[16416]      5714      6353        83       144      6272     12250     15250
[16423]     16250     17250     18250     18500     95483     98269    103844
[16430]    102474     87241     76165     76177     55393     55402     44319
[16437]     44326     48493     55437     73486    102652     66225     91871
[16444]     77169    107086    131877    148576    162501    165308    165334
[16451]     14011    168128    123033     14017    172459    123760     14020
[16458]    173508    123810    173592    124191    174147    429171     29126
[16465]    385949     30846   1190500    359348   1187100    355199     31681
[16472]   1125300    335381     33279   1116100    299614     39249   1175951
[16479]    283895     40953   1162630    250974     42514    242496     47308
[16486]   1147200    230379     51993   1197800    230182     49626   1142300
[16493]    214467     50292   1078600    201725     54530    198580   1091737
[16500]    184950     58105   1074655    180207     58669   1057250    173854
[16507]     55065    957327    162504    917977    159260     58289    928315
[16514]    154105     60239    150272     63845    959418    144875     64462
[16521]    933887    143083     66305    948711    139229     68766    957422
[16528]    132610     70379    933298    129863     72230    938004    220023
[16535]     26371    580218    210609     26068    549020    213703    575919
[16542]    215161     28243    607685    212293     27924    592797    192141
[16549]     30537    586735    202300     29623    599279     45274    633832
[16556]    140236     46253    648628     46553    652835    135805     53580
[16563]    727639    139980     47268    661651    130711     49759    650400
[16570]    134009     49178    659031    120273     54795    112510     57085
[16577]    642262    116391     57261    666472     57644    653682    113103
[16584]    625521    109467     54956    601591    109068     56932    620943
[16591]    111022     53638    595496    109571     56272    616581    107841
[16598]     58473    630583    112838     57576    649675     60145    648605
[16605]    108825     57630    627164       403       845      1327      1997
[16612]      2753     13795      2756      2762      2763      2764      2765
[16619]      2902      2061      2119      2929      3042      3044      2212
[16626]      3061      3091      2235      3095      2260      3132      3149
[16633]    724000      3591    736000      3601      3596      3597    782000
[16640]      3606    282000    302000    912000    988000      3603    949000
[16647]      3699    962000      3509    884000    318000    973000    941000
[16654]      3996    411369   1178000      3903    459826   1165000    483539
[16661]      4186    474260   1163000      4069    473229   1189000      4075
[16668]    484570   1092000      4305    470136   1117000      4080    455702
[16675]   1168000      4034    471167   1188000      4088    485601   1240000
[16682]      3911    484924   1296000      4033    522717   1248000      4046
[16689]      3990      3901    858000      3963      4231      3785    510961
[16696]   1404000      3846   1279806   1271363      3319   1285034      3354
[16703]      3748    436640   1190000    449760   1175900    451626   1171870
[16710]      3842    450290   1176449      3910      3862      3887    482000
[16717]      3952   1197045    458545      3909   1168994      3839    448745
[16724]     25572   2557162    970000     25812   2503731     25989   2417000
[16731]     24882   2115000     26632     25440   2544000     26476   2780000
[16738]     25909   1295000     22486   2912000   1144748     23472   2687000
[16745]   1144885     25199   1032033   2792000   1098753   2478000    926190
[16752]    912747     27817   2539000    902489     28023   2529000    951345
[16759]     24912    887072     30120     29762     29310     28022     27586
[16766]     29333     23913     27326     30921     32143   2475000     30393
[16773]   2705000     32545   2506000     29744   2439000     33139   2386000
[16780]   2624000     34634   2840000     33392   2638000     36089   2851000
[16787]     39421   2996000     23293   2306000     26970   2670000     29494
[16794]   2507000     32797   2591000     34286   2640000     37122   3044000
[16801]     36875     37823   2988000     31041   3042000     29970   2997000
[16808]     31230   3123000     32031   3107000     34559   3214000     32932
[16815]   3260291   3337018     37444   3538435     35137   3548828     36428
[16822]   3642780    839717     44689   3752610   7369000      3524   2597000
[16829]   7370000      3525   2598000   7372000   2610000   7375000      3547
[16836]   2616000   7381000   2619000   7385000   7472577   2658626     20325
[16843]   2947114   1494625     19949   2981652   1501991     21410   3215689
[16850]   1530901   3228061   1508185     22409   3379618   1583000     24155
[16857]   3823800   1653000     23255   3844100   1702000   4139200   1789000
[16864]     24759   4429362   1827000     24388   4455771     23616   4395015
[16871]     24875   4651562   1935004     25531   4940181   1852000     27451
[16878]   5083861   1811000     28374   5138448   1822000     29493   5373667
[16885]   5519594     29397   5732360   5836490     32684   6053001   1853000
[16892]     32722   6063311   2032000     30174   6131357   1881000     33254
[16899]   6255077   1887064     34114   6437564   1891000     33323   6301472
[16906]   1957000     31462   6157132   1793000     33529   6011761     33136
[16913]   5792200   1782000   5800400     36683   5825200   1566000     42616
[16920]   6673700   1454000     42530   6183900   1379000   6159200   1338000
[16927]     45070   6030300   1292000     48015   6203500   1290000     47546
[16934]   6133400   1260510     46309   5837242     47688   6104000   1207000
[16941]   6300000     53520   6106628   1181986     53557   6330410   1154000
[16948]     55614   6417900   1117670     57649   6443300   1056920     60403
[16955]   6384100   1012000     62947   6370200    942345     65705   6191700
[16962]    967449     63498   6143100    903287     70187   6339900    888300
[16969]     70375   6251400    828300     76749   6357140    797900     81740
[16976]   6522000    827200     78684   6508700    856800     76554   6559175
[16983]    844800     80327   6786000    844114     80854   6825000    818671
[16990]     86693   7097328    726131     96660   7018786    816693     87144
[16997]   7117007      2792     74280      2794     66220     93480    310863
[17004]      3760    116870    350805      3506    313245    316741      3123
[17011]     98930    307055      3618    111090    298735    102240    257760
[17018]    106050    263820      4196    110690    261630      3955    103467
[17025]    275850    114486    273600      4217    115390    278370    138660
[17032]    288390      5722    165030    276360      6501    179670    247710
[17039]      7172    177660    262590      6325    166090    261900      6989
[17046]    183030    270960      7286    197424    266430      6288    167541
[17053]    268350      6456    173248    274350      7270    199450    280980
[17060]      7354    206630    283350    107280    279100    133420    287200
[17067]      4749    136388    265600    145995    324800      5622    182600
[17074]    323000      5844    188770    331600      5926    196500    344300
[17081]    206560    352600    211570    354400      6040    214059    342300
[17088]      6155    210690    331800      6413    212776    219300    124480
[17095]    221700    126420    213600      5980    127740    214600    129020
[17102]    207110      6233    129090    211800      6243    132220    216050
[17109]    134880    136670    229180    139340    238610    143350    249320
[17116]      5841    145640    237680      6541    155460    248740      6516
[17123]    162090    251490    171832    280250      8373    234650    305930
[17130]      7320    223950    294390      6703    197335    301140      8302
[17137]    284400    317880    296250     11058    327607    329380     11709
[17144]    385679   7364000      3770   2776000   7637000   2795000   7686000
[17151]   2813000   8708000   2858000   8023000      3661   2937000   2965000
[17158]   1470000   1510000    755000    766000    775000   1576000    788000
[17165]   1612000   1688600    844300   3115000   1557147      5006      5009
[17172]   1753000      4293      5008   1878000      4997   3908000   1954218
[17179]   4593769   2205009   4688860   2250653   4790139   2299267   4985000
[17186]   2392800   5250000   2520000   2760000      4721   2880000      4648
[17193]   2928000   7900000   9300000      4301   4500000   5000000  13094000
[17200]   5494000  14011000   5384000  14972000   5480000  14410000  14459000
[17207]   5292000  14561000   5329000  14609000   5347000  14679000   5373000
[17214]  14760000      3659     15464      7732     15616      8042     15672
[17221]     15737      8970     15576      9190     15595     11384     15572
[17228]     11835     15508     15607      6673     15684     10466     16185
[17235]      9258     14153      4327      5133     14611     15126      7790
[17242]     16869      8350     16172      8070      5178      8030      5743
[17249]     12380      7110     12210      7326     11679      7416     14998
[17256]      8549     14338      8961      6835     14366      6282     16772
[17263]     10536      6804     18183     12372     18640      8104     18319
[17270]     14846      9032     18264     16496      9250     17730     16400
[17277]     12027     10590      9560     12552     11450      9091      8889
[17284]     11029     19277     20581      3342     25434     25157     31031
[17291]      7016     31036      7278     31030      6144     30965      6131
[17298]      2165     30023     30061     29412     13218   1246708     31900
[17305]   3977000   3927000   1139157     33200   3782000   1058140     34400
[17312]   3640000    987838     38879   3538000     38581   3318000    786000
[17319]     40458   3180000    723000     40553    687000     41863   2876000
[17326]    696625     43510   3031000    688456     45188   3111000    675477
[17333]   3168000    663833     48913   3247000    652614     49784   3249000
[17340]    649597     50770   3298000    653244     51956   3394000    655738
[17347]     52841   3465000    660795     52906   3495975    666189     54852
[17354]   3654188    660791     56205   3713968    655884     57861   3795000
[17361]    645706     56913   3674938    599985     58613   3516716    576334
[17368]     58477   3370229    564550     59436   3355478    568900     61452
[17375]   3496000    576400     60861   3508000    528200     60583   3200000
[17382]    525351     59636   3133000    524500     63908   3352000    509400
[17389]     67157   3421000    482100     68533   3304000    466300     69869
[17396]   3258000    468000   3276000    449000     72984    448520     73553
[17403]   3299000    427620     78294   3348000    418471     79790   3339000
[17410]    417082     78498   3274000    402520     80816   3253000    403702
[17417]     81124    393263     81574   3208000    387530     81852   3172000
[17424]    365728     82712    365581     82854   3029000    356776     83358
[17431]   2974000    348095     83371   2902100    346495     83407    347969
[17438]     83369   2901000    344021     84588   2910000    344339     86339
[17445]   2973000    336801     87084   2933000    326122     87759    326440
[17452]     86284   2816660    313050     88172   2760230    943000     32513
[17459]   3066000     32768   3113000    918000     33682   3092000     33601
[17466]   3014000     33641   3095000   3131000    928000     35043   3252000
[17473]    924000     35714    905000     35282   3193000    896000     35525
[17480]   3183000     35927   3140000    877000     36648    889086     36824
[17487]    892000     37433     38179   3375000     38874   3452000    883000
[17494]   3489000     39977   3518000    882000     41349   3647000     41771
[17501]    856000     42710   3656000    844000     43400   3663000     44707
[17508]   3733000     46144   3853000    816000     47120   3845000     47705
[17515]     47728   3761000     48041   3776000     49018   3892000     49374
[17522]   3866000    783500     49451   3874500    770500     49406   3806700
[17529]    753000     50436   3797800    752700     50727   3818200    743600
[17536]     51931   3861600    741000     51208   3794500    714400     52954
[17543]   3783000     54251   3840400    683545     56110   3835400    669410
[17550]     57182   3827800     57869   3873800    657924     58984   3880700
[17557]    638288     60302   3849000    620041     62418   3870200    620708
[17564]   3871200    618100     62736   3877700    614795     63623   3911500
[17571]    628516     64776   4071300    599361     67881   4068500    595474
[17578]     68507   4079400    596502     69011   4116500    593829     68767
[17585]   4083600    589827     67862   4002700    583584     69683   4066600
[17592]    574537     70361   4042500    565173     70010   3956800    562082
[17599]     69251   3892500    554201     70590   3912100     10142    151119
[17606]     10071      9141      9714    152081     10752    163521    161992
[17613]     11508    186426    163242     11753    191862    175219     11327
[17620]    198462    173587     11482    199305    184902     10093    186626
[17627]    188008    178642    214997      9855    211888    243150     10799
[17634]    262573    256663    306788    291617     11467    334406    324597
[17641]    417876    362014     12488    452076    368265     13321    490568
[17648]    386107    570292    373392     16050    599285     16726     17545
[17655]    332000     18705    303908     20229    614787     22083    742000
[17662]     22137    777000    332929     23994    798814     23580    775785
[17669]    316323     23462    742153    303951     25140    764126     24219
[17676]    888838    374685     24937    934357    390346     25842   1008719
[17683]    448061     24969   1118780    464731     24604   1143423    458947
[17690]     25197   1156393    415567     24841   1032320    452223     25950
[17697]   1173527    528000     25833   1364000    561342     26820   1505510
[17704]    597374     27046   1615680    629579     27095   1705860    607000
[17711]   1609000    604982     26452   1600269    518369   1453000    611037
[17718]     27851   1701815    619665     25891   1604349    618313     24712
[17725]   1527993    608513     24314   1479537    530831   1362165    557877
[17732]     25740   1435950    555004     25734   1428219    558394     25745
[17739]   1437577    501050    480500    512658      8690    516088      8640
[17746]    445900    508940    491300    478000    473400      5070    523000
[17753]      5354    488030    508700      6904    351200    517100      7823
[17760]    424768      7698    450355    642000      7602    717300      6971
[17767]    756615      7052    533600    864272      6341    548000    932875
[17774]      6153    574000    951534      6327    602000    984900      6436
[17781]    633900   1037058      6837    709000   1042364    828179   1068228
[17788]      8001    854737   1132000    888960   1168460    917990   1196283
[17795]      7941    949972   1207174    983053     11818     19444     20588
[17802]     20606     21930     19655     18206     19790     23133     19970
[17809]     46197     26431     21904     57895     33428     20694     69175
[17816]     36544     89912     23188     42889     99450     41840     28429
[17823]    118945     44450     29309    130278     47775     29776    142253
[17830]     43940     30499    134011     55751     28213    157288     72488
[17837]     28337    205407     99456     30891    307229    130434     26327
[17844]    343388    126136     30580    385728     34479    437116     23821
[17851]    464514     25876    520115     28709    660297     27620    731923
[17858]     29565    842611     29607    888220     29209    803250     30004
[17865]    729098    786186     30025    840691    167994     54228    911000
[17872]    156310     62824    982000    229041     44629   1022190    237730
[17879]     46074   1095314    230100     46391   1067452     45455    137879
[17886]     47282    651919    137441     47579    653928     18698     20538
[17893]     21517      4841     22159      4986     22800     25300      5693
[17900]     24900      5603      5828      6053     28200     28400      6390
[17907]     29900      6615     30900      6953      6525     30600      6885
[17914]      7425      7313     31600     44249     32600     45087     44540
[17921]     38199     52855     34700     48024     51219     55384     62324
[17928]     50550     70030     51044     70726     72216     52235     72401
[17935]     53155     73689     54987     76243     55426     76865     55497
[17942]     76975     55390     76839     56360     78198     56680     78655
[17949]     78695     79124     79137     13922     80750     65506     91389
[17956]     65803     13953     91817     66438     92724     66911     13959
[17963]     93403     15043       173       195     15037       218       240
[17970]     15031       245     15030       248       168       252     15029
[17977]       177     18418     22611     20330     16757       187       192
[17984]       288       194       291       196       294       198       297
[17991]       225     15509       184     15504       283     15512     14917
[17998]     15557     15562     15565     15567     15570     15573       201
[18005]     15578     19187       385     15686       258     15891       205
[18012]     15612       206     15614     15619       322     15623     15963
[18019]      5587     16523      6609     16132      8066     17353     10412
[18026]     17236      8618     17703     10622     17349      7460     17453
[18033]      7505     17350      7981     17145      6050     16972      6110
[18040]      4480      6446      5797     10104      5857      5695     10574
[18047]      6022     13451      9297      7125     14512     10884     14595
[18054]     10199     15097     15350      6999     10743      6967     11147
[18061]     16550      6996     11578      6997      9446      6993      9371
[18068]      7004      9175      9623      9838     14250      9976     10241
[18075]      6985     10477      7438     14350      6939      9957      5740
[18082]      8897      4441     16900      4577      6866      4503      6034
[18089]      5153      4514      4830      4316      5621      4188      4486
[18096]      4530      3137      3281      3456      6954      9876      9771
[18103]      9602      6361    151400    162200      6467    185900    311000
[18110]      6588    204900      6778    221638      6867    240354      7771
[18117]    240900      7623    190570      8306     10422    247000      9620
[18124]     14240     14170    382600     14304    400500    437163      9036
[18131]     14603    497000     14018     14387    587000     14651     15652
[18138]     15745     15818     16070    916000     15712     15298    872000
[18145]     15925    957000     16803    983000    480297     20571     16778
[18152]   1006700     16885   1030000   1063000    454480     24159   1098000
[18159]    449304     25573   1149000    467166     26778    476621     28870
[18166]   1376000    451566    431145     30454   1313000    454221   1363000
[18173]   3715400   4830000   4009587   5212500   4024000   5231200   5404100
[18180]   4180000   5434000   4423000   5749900   4564000   5933200   4528000
[18187]   5886400   4485000   5830500   4402000   5722600   4488000   5834400
[18194]   4554000   5920200   4736000   6156800   4844000   6297200   4980000
[18201]   6474000   5158000   6705400   5352410   6958100   5538090   7199500
[18208]   5839570   7591400   5931240   7710600   6084340   7909600   5525530
[18215]   7183200   5345120   6948700   5882911   7767549   6102113     13101
[18222]   7994269   6271122     12970   8133681   6246770     12983   8109876
[18229]   6269352     13009   8156098   6153970     12956   7973240   5892550
[18236]     13510   7960640   6119280     14081   8616520   6070410     14357
[18243]   8715020   6031950     14762   8904350   6082150     15009   9128820
[18250]   5885590     15759   9275310   5968220     15860   9465620   5594290
[18257]     15934   8914176   5489000     16090   8832000   5538000     16190
[18264]   8966000   5279569     16539   8732041   5085814     16692   8489082
[18271]   4392570     17053   7490630   5040362   9514318   3875722   9609325
[18278]   3998097     25077  10026202   4187931     25949  10867302   4229440
[18285]     26669  11279340   4080240     27585  11255200   4133148     28025
[18292]  11583313   4361840     28471  12418544   4761142     28990  13802428
[18299]   5431400     29418  15977838   5607272     29703  16655009   5609240
[18306]     30305  16998850   5535773     30589  16933520   5431714     30904
[18313]  16786263   5969046     31433  18762319   6377907  20036877     13083
[18320]    471000     17115     14990    727300     13312    754800     15738
[18327]    755400     15779    765300     15916    875400     15952    989000
[18334]     16989   1529000     18505   1032000     19089     21237   2068500
[18341]   1043000     19799   2065000   1020000     21038   2145900     20682
[18348]     20498   2101000   1027000   2113000   1021000   2102000     20557
[18355]     20566   2106000   1023000     20567   2104000    980140   1740730
[18362]    208950    558200    195370    571700    200095    571500    200025
[18369]    577000    201950    598400    209440    607600    212660    655200
[18376]    229320    706300    247205    696900    243915    258300    763700
[18383]    267295    787600    275660    806202    282171    807684    282689
[18390]    814639    285124   1087932   1048400    366940    333900    332150
[18397]    337400    349650    977000    341950   1065000    372750   1104000
[18404]    386400   1228000    429800      4562    583954   1302000    593293
[18411]   1343000      4546    610592   1277000    582967    596095   1325000
[18418]      4553    603329   1339000    609299   1410000    639123      4522
[18425]    658007    660195      4513    676959      4413    882687   1159024
[18432]   2845000      4295   1221903   1263616   1283549      4268   1323149
[18439]      4258   1362661      4249   1402091      4171      4232      4359
[18446]   3744359   1584495   3874567      4222   1635977   4008162      4213
[18453]   1688683   4114976      4206   1730771   8223000     23051  18955008
[18460]   8004000     22737  18199008   8003000     22410  17935000   7738000
[18467]     22047  17060300   7409000     21045  15592200   6803500     19901
[18474]  13539600   6092000  13531700  13140000   5272000     23589  12436000
[18481]   4855200     27092  13153500   4820400     28725  13846700   4620600
[18488]  13350640   4202900     31859  13390109   3846700     34897  13423753
[18495]   3560500     36560  13017100   3275400     36646  12002900   3095900
[18502]     37223  11523800   2805200     40509  11363500   2688600     40829
[18509]  10977200   2587800     41750  10804000     43620  11079500   2516100
[18516]     44469  11188910   2408700     45089  10860580   2231600     46421
[18523]  10359400   2140500     47357  10136700   2089500     49201  10280500
[18530]   1995800     50426  10064000      5614      1620      5323      5541
[18537]      4889      4528      4431      5653      4849      2741      7284
[18544]      5180      3773      5167      9614      2884      3107     11127
[18551]      3002      3340     11906      3573     14781      2571      2533
[18558]     22331      2097      4683     23894     25567      5362      2069
[18565]     31321      7028      7520     38370     49638      1734      8609
[18572]     55304      1573     46528     49310     10341     52046     10915
[18579]     54781     11488      2308     11540     15171     10732     16282
[18586]     15397     11131     17138     10754     18038     17665     11322
[18593]     34139     10252     35072     10407     38466     10395     10526
[18600]     10256     10272     41600     40400     10238     43029     44148
[18607]   4215052     28481  12004927   3333876     36906  12304140   3286638
[18614]  11941909   3212560     36372  11684596   3234908     37464  12119420
[18621]   3224023     37139  11973846   3266031     37786  12341020   3279894
[18628]     38507  12630027   3329748     38281  12746519   3303767  12971044
[18635]   3293655     40395  13304854   3385638     41855  14170552   3489443
[18642]  14402411   3394239     41227  13993281   3381000     41212  13933900
[18649]   3242000     44475  14418683     45811  15200000   3392000     46884
[18656]  15903000   3333000     47744  15913000     47927  15974000     46980
[18663]  15865000   3293000     50893  16759000   3357000     51418  17261008
[18670]   3428000     47331  16225000   3312000  16022000   3257000     49843
[18677]  16234000     47835  15508000   3052000     49584  15133000   2975000
[18684]     50128  14913000   2870167     53137  15251204   2789646     52920
[18691]  14762812   2683000     55074  14776300   2668000     55581  14828900
[18698]   2716000     55194  14990700   2603000     57028  14844300     57241
[18705]  14808300     59891  14841000     59992  14632000   2440000     61533
[18712]  15014000   2354000     61546  14488000   2251000     65335  14707000
[18719]   2227200     66761  14869000   2192300     68467  15010000   2132700
[18726]     68247  14555000     72448  14473000   1978800     72347  14316000
[18733]   1954000     71766  14023000   1909000     71865  13719000   1864000
[18740]     74313  13852000     76059  14071000   1815000     76303  13849000
[18747]   1798000     76991  13843000     77676  13935000   1851000     81307
[18754]  15050000   1901000     80610  15324000     77290  14662000     80480
[18761]  15267000     81398  15311000   1451500    232200   1480400    236900
[18768]   1538800    246200   1590700    254500    266900    277800   1862000
[18775]   1940000    337800    346900    331700    313800   2006000   2086000
[18782]    333800   2133000    341300   2205000    352800   2229800    356800
[18789]    362200   2516300    402605   2480800    396935   2520800    403300
[18796]   2561000    409800   2680000      1604   2930000   2960000    504700
[18803]      1689      1708    529420      1690    540750      1817      1718
[18810]      1815   3350000      1791   3850000      1740      2082    814000
[18817]   4175000    900500      2132    980500   5180000      2278   1180000
[18824]      2521   1386400      2316   1412786   6170000      2305   1422205
[18831]   6620000      2266   6800000   1604126   1649857   1738683      2686
[18838]   1853099   6950000   1921640   1990183   6774464      3039   2058726
[18845]   6883846      2071   1425575   6774973      2075   1405588   6940527
[18852]   1436237  17243008     33068  57019696  16842000     34002  57266448
[18859]  16260000     34927  56790624  15677000     36736  57591216  14954000
[18866]     37665  56323872     38655  54390880  13415000     40146  53855648
[18873]  12832000     41437  53172096  12307000     42793  52665424  12000000
[18880]     44228  53073200  11839000     45426  53780352  11700000     46532
[18887]  54442144  11413000  52385568  11230000     46686  52428656  11139000
[18894]     46991  52343376  11032000     49413  54512448  10945000     50831
[18901]  55634624  10803000     50998  55093488  10734000     52125  55950608
[18908]  10799000     53935  58244000  10898000     55261  60223008  11011000
[18915]     55821  61464000  11059000     57253  63316000  10793000  61439000
[18922]  10981000     59129  64930000  10773000     60262  64920000  10327000
[18929]     62681  64731008  10224000     64345  65786000  10046000     64970
[18936]  65269000   9993000     67052  67005000   9826000     68181  66994251
[18943]   9688000     70627  68423068   9581000     71315  68327360   9494000
[18950]     73386  69672715   9466000     74413  70439286   9372000     74537
[18957]  69855966   9252000     76526  70801707   9151000     77951  71332863
[18964]   9153000     80574  73749151   9199000     82540  75928209   9103000
[18971]     82383  74993355   9139000     84407  77139301   9081000     85088
[18978]  77268575   9010000     86002  77488114   9050000     88679  80254574
[18985]   9137000     90243  82454951   9189000     91644  84211262   9314000
[18992]     92519  86172596   9202000     93263  85820608   9123000     95898
[18999]  87487560     96771  89019796   9237000     98527  91009706   9224000
[19006]     98956  91276872   9257000    100966  93464549   9306900    101665
[19013]  94618978   9312400    103482  96366267   9368500    104351  97761519
[19020]   9432100    104633  98690477     27509      1513     27317      1639
[19027]      1779     27906      1786     30233       907     32701       511
[19034]     36106      1845     38039     36577       609     37209     37426
[19041]      2545     37319     37143     36806       775     35806     35641
[19048]     34329     33750     27692     27206     27115     27465       805
[19055]     27170      2187       725     27034      1960     27180      2189
[19062]       806     27185      2190     27190      2191     27195      2192
[19069]     27200      2193     27205      2194       807     27210      2195
[19076]     27215      2196     27219     27229      2198      2199     27239
[19083]     26667     27273     27278      2224     27283      2225     35294
[19090]     27293      2227     26348     25269       818     27337     27345
[19097]      2239     27350      2242     27355      2244    552000     14008
[19104]    773250    546000    765002     14132    781498     14505     13240
[19111]    736134     15794    742320     15862    618600     15465    680460
[19118]     15553    762115     15694    706235    726855     15524    675305
[19125]     15136    438000     17019    745413     18085    461000     15835
[19132]     16725    752630     16324    783560    594000    819645     13132
[19139]    829955    843358    866040    592000     14559    861916     15285
[19146]    921714    639000     14537    928931    987700    611000     15710
[19153]    959861    981530     15406    965944     15746    992028     17171
[19160]   1073168    671947     16588   1114614     17504   1190290     17423
[19167]   1254421     17314   1302050     17110   1339681   1467629     17612
[19174]   1479382     20311   1421749     20911     20775   1475000    721000
[19181]   1507000     20895   1494000     20756   1619000    809410     20015
[19188]   1620000    743000     24164   1795400    744000     22867     26361
[19195]   1871600    764000     23832   1820746    793000     26744   2120767
[19202]     29728   2244480     28619   2238000    772000   2231000     27867
[19209]   2182000     26415   2026000     26714   2049000     28368   2173000
[19216]  34829008     17676  61565008  36336000     17341  63011008  37967008
[19223]     15900  60368000  38348000  62422000  38780000  71763008  39300000
[19230]     19133  75192000  40280000     19638  79100000  40400000     20198
[19237]  81600000  40100000     20175  80900000  39400000  82400000  39762000
[19244]     20774  82600000  39969008     20691  82700000  40569008     21642
[19251]  87800000  41421008     22042  91300000  41910000     21546  90300000
[19258]  41917008     21151  88658000  41987008     22490  94429008  42592000
[19265]     22111  94177008  43016000     21617  92987008  43310000     20894
[19272]  90491008  43389008     20387  88458000  43664000     20753  90616000
[19279]  43800000     21921  96015008  43862000     22227  97490000  43500000
[19286]     22569  98173008  42863008     23738 101750000  42400000     24387
[19293] 103400000  42000000     25310 106300000  41800000     25928 108378600
[19300]  41650800     25939 108038000  41845600     24117 100921008   2120000
[19307]     16656   3531100   2217500     16295   3613500   2296600     15598
[19314]   3582300   2336900     15056   3518500   2286400     14292   3267700
[19321]   2234200     14634   3269500   2281300     14708   3355400   2290200
[19328]     14853   3401600     15096   3487200   2343400     15013   3518200
[19335]   2361800   3572400   2393200     16817   4024566   2704000     15454
[19342]   4178800   2821300     15763   4447188   2982500     16166   4821366
[19349]   2982700     16899   5040600   3123900     17260   5391700   3327000
[19356]     17347   5771300   3535600   6133800   3763600     17901   6737279
[19363]   3878200     18669   7240172   3835000     20457   7845375   4020600
[19370]     20903   8404235   4084800     22020   8994767   4852815     19913
[19377]   9663242   4957938     20181  10005484   5081678  10415660      9700
[19384]      2033      1880      9550      2083      2092     10600      2034
[19391]     14300      2028     14177      2106      2986     14180      2987
[19398]     14183      2988     14187      2027      2098     12668      2155
[19405]      2730     14485     13264      2137      2834      2067     15913
[19412]      1967      3130     15222      3169      2267      3277     15990
[19419]      3294     15872      3274     16033      3302      9448    458236
[19426]      9455    496380      9432    537636      9433    603695    645486
[19433]      9488    683134      9563    717252      9641    771252      9883
[19440]    889482    952175    988257     10119    999992   1006447   1081077
[19447]   1030406   1054919   1128509   1133667   1105936     11064   1223633
[19454]    988821     12118   1198218   1030500     11993   1235840   1038800
[19461]     11929   1239187   1151866   1279172   1174477     11504   1351138
[19468]   1171000     12281   1438057   1195000   1470706     10885   1509713
[19475]   1390000   1496880     11967   1579643   1331610     12230   1628559
[19482]   1338613     12310   1647833   1375276     12860   1768605   1258680
[19489]     13423   1689520   1497246     13453   1506730   1181000   1602840
[19496]   1267000     13524   1713440     10911   1385720   1370930     10310
[19503]   1413429   1405200   1448766   1431070   1475435   1440230   1484877
[19510]   1311200   1351851   1372070   1414605   1358350   1400460   1347480
[19517]   1389250   1201230   1238470   1199910   1237107   1307142   1347662
[19524]   1388121   1431152   1724200     10311   1777819   2153200   2220178
[19531]   2119000     10309   2184574   1931658     12611   2436022   2049443
[19538]     12080   2475789   2298259      9907   2276931   1978346   1959987
[19545]   2092319   2072902   2313104   2291639   1859267   1842013   1817000
[19552]      9906   1687544     10767   1816991     10720     13450     10760
[19559]     11228     11212     15060     12048     12848     13120     26400
[19566]     30400     31200     33600     35200     69383     16684    115759
[19573]     16565     76201     16581     79587     16589     81287     84679
[19580]     27861     39090     31274     41080     32803     49615     39692
[19587]     68070      7559     51456      8627     64703     55848     78453
[19594]     79225     15992    126697     95794     15796    151314    104120
[19601]     18986    197679    113215    145900     16068    234438    107983
[19608]     24278    262160    115518     24082    278190     25988    306662
[19615]     28787    345444     30058    381741    187388     24355    456392
[19622]    227625     24142    549533    275328     26265    723153    282990
[19629]    795143    301649     29215    881261    294382     31796    936003
[19636]     14528     14530     14545     14548     14550     14555     14544
[19643]     14567     14569     14581     14583     14586     14588     14590
[19650]     14593     14572     93800      3502     92100     92750     65450
[19657]     62650     68600      3803     67700     71700     68700      3468
[19664]     64500      3532      3538      3665     89900      5120    123100
[19671]    130700    135300      5911    138900    245978    147587    253603
[19678]    152162    256103    153662    248603    149162    253575    152145
[19685]    258600    155153    250800    150498    255850    153508    259700
[19692]    155810    269500    161730    168199    176630      6013    179781
[19699]      5998    189523    192612      6004    208325      6003    212501
[19706]    361000    216608      5995    224202    414000    248317    272212
[19713]      6002    291087      5098    203939    208191      5290    215321
[19720]      5408    224436    235195    407096    236103    397098      5808
[19727]    230631    396489      5809    230314    416188    241144   2005100
[19734]     11214   2248611   1997000     11115   2219743   1929000     11251
[19741]   2170255     12132   2238301     12206   2303254   2020397     12438
[19748]   2512943   2113185     12338   2607202   2135415     12331   2633134
[19755]   2117873     12399   2625850   2100961     12221   2567632   2160163
[19762]     11944   2580136   2339445     12028   2813868   2438227     12737
[19769]   3105670   2482358     14046   3486843   2604555     14029   3653864
[19776]   2730545     14084   3845630   2760029     14755   4072450   2725395
[19783]     15163   4132419   2699620     15874   4285404   2672000     16248
[19790]   4341541   2679276     16735   4483697   2730000     16859   4602380
[19797]   2745000     16793   4609601   2683842     17052   4576600   2629100
[19804]     17815   4683800   2614100   4665300   2581700     18362   4740500
[19811]   2555342   4632900   2516000   4598400   2471000     18214   4500750
[19818]   2345018     18142   4254441     39300     39600     39900     42900
[19825]     47700     56100     57300     59700     58800     66300     66600
[19832]     68100     70200     71100    241000     72300     77700    372738
[19839]    386669    399218    250577    347350    374361    349436    262045
[19846]    271803    291283    346878    360824    388669    388730    374893
[19853]    388853    375011    388976    395991    403009     13899    410028
[19860]    410093    410158    410223    417565    396700    357623     13958
[19867]    499164      4063      4015      4048      4112      4058      4054
[19874]      3816      3933      4158      4021      4107      4264      4135
[19881]      4225      4190   1155000      4145      3981      4674    387932
[19888]      4535    810000      4321      4296    975000      4303    419500
[19895]    559000   1092500    469800   1113500    478800    943200    410250
[19902]    941400      4302    898200    909000    391000    901800    387800
[19909]    903600    388550    905400    389320   1023672      3865      4432
[19916]    981509    422358    989582    425612    960692      4310    414102
[19923]    978139    421107 177334557     17686 313626619 176572244     17899
[19930] 316043684 177117785     17662 312824366 175927677     18054 317615783
[19937] 176794885     18808 332513734 184186306 340905234 183648552 350206534
[19944] 186150424     19207 357545909 187197358     19139 358277498 184796281
[19951]     19442 359280844 186786143     19342 361282986 189670490     19565
[19958] 371085350 188414803     20036 377506964 191664627     20064 384561543
[19965] 194909493     19893 387727336 197407922     20006 394927100 200676806
[19972]     20242 406209290 203163678     20264 411685456 207244476     20125
[19979] 417087909 210261906 422351163 212119923     19988 423980327 213217788
[19986]     20379 434516460 215651397     20855 449740800 216368694     20945
[19993] 453188660 216954192     21147 458802203 220537233     21161 466670043
[20000] 220439302     21129 465776038 220261096     21401 471378885 222010096
[20007]     21475 476762441 223058659 478539902 222652927     21066 469031416
[20014] 220916779     20804 459594314 219793864 459252878 222139943 460728095
[20021] 222148313     20857 463324855 220190546     21214 467108577 219504036
[20028]     21343 468483681 219339328 474474489 220235470     21938 483144553
[20035] 218477512     22422 489874522 221051627     22474 496781810 223715182
[20042]     22776 509528760 230736769     22472 518514926 234325435     22511
[20049] 527493520 237197399     22979 545067123 241944248     23201 561330913
[20056] 249145515     23026 573692833 251369977     23320 586205826 259237486
[20063]     22777 590471016 261373580     23027 601868328 263991735     23341
[20070] 616177381 268213041     23498 630244839 269645043     23564 635379383
[20077] 272951126     24006 655245580 275544683     24004 661430554 276573845
[20084]     24066 665596536 275384484     24608 677670685 265099487     25772
[20091] 683217055  17007415      4601   7825136  17237363      4548   7839477
[20098]  17390909   7779788  17747291      4311   7650902  18469973   8258052
[20105]  19118918      4454   8516375  19526389   8845510  20306792   9339408
[20112]  20943806   9424047  21564868      4447   9590228  21656911      4405
[20119]   9540136  21787330      4520   9847086  21595664   9745384  21506157
[20126]      4393   9446966  22017815      4439   9773928  22309939  10047906
[20133]  23259195      4465  10384956  24302266      4398  10688899  25004154
[20140]  11238760  25521691      4479  11429894  26402335      4461  11777051
[20147]  27273130  12313887  27880510  12713532  26890302      4448  11961798
[20154]  28025150  12620380  30068954  13267184  30719352  13756100  31541102
[20161]  14334347  32704281  14913570  33642764      4519  15204168  34116185
[20168]      4996  17044295  34275965  17021028  34869938      4939  17220680
[20175]  36010388      4885  17590820  36290537  18357223  37303407      5087
[20182]  18978076  37919471  19557279  39400846  19980935  40491570      5308
[20189]  21493263  42606182  22014587  44441009  23466332  45002885  26284761
[20196]  50160002      5584  28007482  52709014      5483  28898838  53096158
[20203]      5792  30750963  55923415      5582  31216726  59042075      5351
[20210]  31596063  60073805  32637883  64029303      5144  32936485  64287229
[20217]      5459  35096079  65958919  35545822  66503486      5530  36776764
[20224]  67271720      5428  36517937  67431722      5384  36304600  69967066
[20231]  36237513  71274709  36321377  71080367      5134  36492777  67524898
[20238]  34628478   9162420   2522545   9332530   2572765   9396840   2564130
[20245]   9568495   2611479   9897510      2722   2693838  10219220   2804604
[20252]  10417080   2822565  10826740   2953889  11253810      2736   3078603
[20259]  11554580   3148686  11691241      2786   3256616  11842050      2826
[20266]   3346994  11763254   3312711  11635062      2819   3279507  12053468
[20273]      2842   3425627  12030085   3485624  12581976      2901   3650288
[20280]  13233246      2913   3854493  13509072      2974   4017057  13128823
[20287]   3866060  13383997      2898   3878352  13869450      2983   4137330
[20294]  14223140      3019   4294057  14291682      3016   4310258  14819950
[20301]   4466776  16302952      3085   5029876  16403060      3184   5222468
[20308]  16752250   5524552  17161640      3307   5674710  17504540      3270
[20315]   5724598  17132570      3627   6213660  17393738   6184423  17522050
[20322]      3610   6324996  18294171   6318659  17984701   6378715  18627579
[20329]      3498   6515848  18878921      3505   6616134  19923226   6839323
[20336]  19416814   7107869  19305685      3626   7000489  19498487   7530918
[20343]  19508774      4923   9604951  21927023  10002057  22950375  10748665
[20350]  21779372      5107  11122581  24991572  11290146  27613139  11193984
[20357]  28314001  11914104  31601069  12126494  31665596      4253  13466869
[20364]  32383391  13003467  40125834      4061  16294742  40493929      3967
[20371]  16065075  41030089      3819  15670344  41107721      3820  15703298
[20378]  42596099      3694  15736088  42238285  15419061  40126970  15190381
[20385]    709510      3585    254333    725535    260881    744340    268713
[20392]    754250    271957    763740      3599    274852    781250    280587
[20399]    800610      3567    285592    817960    291742    818200      3598
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[20413]    321853    836310      3724    311451    743870      3876    288304
[20420]    785965    302694    821830      3751    308284    883865    327141
[20427]    917050    337472   1000640      3713    371552   1058565    395651
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[20441]      3619    414588   1052120      3741    393626   1104500      3765
[20448]    415872   1133200    423274   1146220      3742    428862   1160030
[20455]      3714    430878   1173400      3683    432197   1206581      3693
[20462]    445549   1221120      3576    436615   1239154      3649    452130
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[20476]      3639    458357   1293906    466911   1394979      3539    493735
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[20623]   9381380   5968600   9720000      6537   6353600   9897314      6712
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[21456]     25804  14218070   5719730     24925  14256207   5782078     25067
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[21897]  74207355     13254  98356585  76219830     13457 102570795  79598349
[21904] 110671054  81552556     14652 119491584  85169771     15166 129172431
[21911]  88576980 139857653  93551415     16041 150065271  94696061 153920093
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[21932] 107026050     17639 188779065 107923335     17620 190163695 112020658
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[21988]  13878268   7929847     18157  14398606   8274872     18168  15033835
[21995]   8534601     18159  15498152   8773579     18227  15991647   8796374
[22002]     18449  16227992   8762123     19448  17040322   9063576  17794949
[22009]   9182305     20237  18582029  10081628     19325  19483177  10284735
[22016]     19493  20047950  10469682     19438  20350913   1582307   2900888
[22023]   1686718     19269   3250221   1805666   3598128   1898034   3876380
[22030]   1974194     20836   4113526   2003012     21330   4272509   2019278
[22037]     21876   4417431   2031037     23770   4827778   2136650     25112
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[23766]  13965000   4279037     33821  14472000   4375000     34265  14991000
[23773]   4505000     36752  16557000   4780440     37944  18139000   4973924
[23780]     35676  17745000   5104121     37217  18996000   5354000     38054
[23787]  20374000   5527000     37668  20819000   5512859     38201  21059408
[23794]   5508486     41903  23082392   5732000     41288  23666412   5870000
[23801]     42823  25136939   5978119     41279  24677000   6141460     40880
[23808]  25106000   6047990     40947  24764894   6017697     41979  25261464
[23815]   5963121  25201288   5987982     40815  24439840   6283213     41175
[23822]  25871000   6233096     41766  26033456   6404925     41281  26440000
[23829]   6710183     42635  28609132   6692943  28991000   6822554     45235
[23836]  30861715   6745756  31427825   6764098     46852  31691373   6564189
[23843]     46774  30703500   6556867     46792  30681000     23470     24820
[23850]     10336     25653     10981     27728     35100     12107     42494
[23857]     35750     11966     42778     37842     43005     38600     11230
[23864]     43348     34262     35523     38435     10352     39788     40834
[23871]     46307     11832     48985     42282     11656     49285     47025
[23878]     55573     47342     11850     48324     56990     47385     11604
[23885]     54985     49439     60818     47419     12376     58686     49037
[23892]     12284     60236     47896     12747     61054     44143     12382
[23899]     54656     37836     11743     44430     35205     34750     11130
[23906]     38676     11918     48743     12326     55835     12095     55880
[23913]     45500     11957     54405     47650     12156     57925     51486
[23920]     12268     63164     52618     13004     68422     52288     74094
[23927]     53975     69607     12707     71901     56967     12833     73108
[23934]     12725     67657     50953     12690     64661     63902     46024
[23941]     13426     61792     46476     13532     62889     46598     13662
[23948]     63664     45312     14113     63950     50075     12985     65024
[23955]     45267     12523     56687     50538     12647     63917     50245
[23962]     12815     64388     47761     13597     64943     65377     50869
[23969]     12906     65652     51053     12701     64842     49812     13627
[23976]     67878     50315     13725     69058     50015     13685     68446
[23983]     52181     12616     27128      6873     27117      6965     28642
[23990]     28628      7555     12443      1087     12447      1353     12297
[23997]      1408      1891     13329      1883      1213      1247     12518
[24004]      1561      1311     14328      1363     16609     17764      1426
[24011]     18522      2641     17973      2674     17880     17789      2681
[24018]      1705     18160     17799      2140     16148      2543     12681
[24025]      3225     12128      2770      2257     15445      2380     15639
[24032]     14696      2506     14006      3510      2508     14486      3633
[24039]     15207      3566     14533     14478      3467      3258      2152
[24046]     15018      3232     13557     13552      2236     13582      3037
[24053]     12610      2644      2334     13070      2484     12957      3218
[24060]      2206     13360      2077     13124      2158     13257      2860
[24067]      2376     12088      2872     13145      2215      2911     13490
[24074]     13376      2539      2366      3057     13711      3177     13941
[24081]      3320      2374     12460     11921      3331     12682     12629
[24088]      2879     12608

unique(dairy$`Flag Description`)

[1] "FAO estimate"                                                                
[2] "Calculated data"                                                             
[3] "Official data"                                                               
[4] "Unofficial figure"                                                           
[5] "FAO data based on imputation methodology"                                    
[6] "Data not available"                                                          
[7] "Aggregate, may include official, semi-official, estimated or calculated data"

2.2 Clean the data

2.2.1 Clean the “railroad” data set (add after attending the 12/27 lecture)

After viewing the data set, I found that some places in the “state” column are not the states in America. I hope this data set can focus on the United States, so filtering the areas that do not belong to America is reasonable for processing further analysis.

railroad_clean <- railroad %>%
  filter(state %in% state.abb)
railroad_clean

# A tibble: 2,927 × 3
   state county               total_employees
   <chr> <chr>                          <dbl>
 1 AK    ANCHORAGE                          7
 2 AK    FAIRBANKS NORTH STAR               2
 3 AK    JUNEAU                             3
 4 AK    MATANUSKA-SUSITNA                  2
 5 AK    SITKA                              1
 6 AK    SKAGWAY MUNICIPALITY              88
 7 AL    AUTAUGA                          102
 8 AL    BALDWIN                          143
 9 AL    BARBOUR                            1
10 AL    BIBB                              25
# ℹ 2,917 more rows

2.2.2 Clean the “dairy” data set

After checking the data set, I noticed some columns that might not be used for data analysis. Accordingly, cleaning the data set and removing the columns that do not need to be analyzed is necessary.

dairy_1 <- dairy %>%
  select(c(-contains("Code"),
           -Flag,
           -Domain,
           -Item))

dairy_1

# A tibble: 36,449 × 6
   Area        Element       Year Unit    Value `Flag Description`
   <chr>       <chr>        <dbl> <chr>   <dbl> <chr>             
 1 Afghanistan Milk Animals  1961 Head   700000 FAO estimate      
 2 Afghanistan Yield         1961 hg/An    5000 Calculated data   
 3 Afghanistan Production    1961 tonnes 350000 FAO estimate      
 4 Afghanistan Milk Animals  1962 Head   700000 FAO estimate      
 5 Afghanistan Yield         1962 hg/An    5000 Calculated data   
 6 Afghanistan Production    1962 tonnes 350000 FAO estimate      
 7 Afghanistan Milk Animals  1963 Head   780000 FAO estimate      
 8 Afghanistan Yield         1963 hg/An    5128 Calculated data   
 9 Afghanistan Production    1963 tonnes 400000 FAO estimate      
10 Afghanistan Milk Animals  1964 Head   780000 FAO estimate      
# ℹ 36,439 more rows

3.Grouped Summary Statistic

The summary uses “select,” “filter,” and “group in” functions to find the modes, median, mean, standard deviation, maximum, minimum, and quantile of the data set, especially for the numerical values like “total_employees” in the railroad data set and “Value” in the dairy data set. The categorical variables mainly focus on finding the mode instead of other tendencies.

During the process, it is difficult to find the quantile and mode based on “group_by” functions for numerical variables; here are the references for the code I used for calculating the quantile and mode.

3.1 Summary “Railroad” data set

3.1.1 Summary the “state” column

number_state <- railroad_clean %>% count(state)
number_mode_state <- number_state %>% filter(n == max(n))
number_state

# A tibble: 50 × 2
   state     n
   <chr> <int>
 1 AK        6
 2 AL       67
 3 AR       72
 4 AZ       15
 5 CA       55
 6 CO       57
 7 CT        8
 8 DE        3
 9 FL       67
10 GA      152
# ℹ 40 more rows

number_mode_state

# A tibble: 1 × 2
  state     n
  <chr> <int>
1 TX      221

3.1.2 Summary the “total_employees” column (add after attending the 12/27 lecture)

total_empolyees_sum <- railroad_clean %>%
  group_by(state) %>%
  summarise(n = sum(total_employees))
total_empolyees_sum 

# A tibble: 50 × 2
   state     n
   <chr> <dbl>
 1 AK      103
 2 AL     4257
 3 AR     3871
 4 AZ     3153
 5 CA    13137
 6 CO     3650
 7 CT     2592
 8 DE     1495
 9 FL     7419
10 GA     8605
# ℹ 40 more rows

total_empolyees_sum_summary <- total_empolyees_sum %>%
  summarise(median_number = median(n,na.rm = T), mean_number = mean(n, na.rm = T), sd_number = sd(n,na.rm = T), max = max(n, na.rm=TRUE), min = min(n, na.rm=TRUE))

q = c(.25, .5, .75)
quantile_total_employees_sum<- total_empolyees_sum %>%
  summarize(quant25 = quantile(n, probs = q[1]), 
            quant50 = quantile(n, probs = q[2]),
            quant75 = quantile(n, probs = q[3]))

total_empolyees_sum_summary_table <- mutate( total_empolyees_sum_summary,quantile_total_employees_sum)

total_empolyees_sum_summary_table %>% print(n = 10, width = Inf)

# A tibble: 1 × 8
  median_number mean_number sd_number   max   min quant25 quant50 quant75
          <dbl>       <dbl>     <dbl> <dbl> <dbl>   <dbl>   <dbl>   <dbl>
1         3712.        5103     4777. 19839     4   2134.   3712.   7087.

3.1.3 Summary “total_employees” column based on each states

sum_railroad <- railroad_clean %>%
  group_by(state) %>%
  summarise(median_number = median(total_employees,na.rm = T), mean_number = mean(total_employees, na.rm = T), sd_number = sd(total_employees,na.rm = T), max = max(total_employees, na.rm=TRUE), min = min(total_employees, na.rm=TRUE))

q = c(.25, .5, .75)
quantile_rialrod <- railroad_clean %>%
  group_by(state) %>%
  summarize(quant25 = quantile(total_employees, probs = q[1]), 
            quant50 = quantile(total_employees, probs = q[2]),
            quant75 = quantile(total_employees, probs = q[3]))

summary_rialroad_table <- mutate(number_state,sum_railroad,quantile_rialrod)

summary_rialroad_table %>% print(n = 10, width = Inf)

# A tibble: 50 × 10
   state     n median_number mean_number sd_number   max   min quant25 quant50
   <chr> <int>         <dbl>       <dbl>     <dbl> <dbl> <dbl>   <dbl>   <dbl>
 1 AK        6           2.5        17.2      34.8    88     1     2       2.5
 2 AL       67          26          63.5     130.    990     1    10.5    26  
 3 AR       72          16.5        53.8     131.    972     1     7      16.5
 4 AZ       15          94         210.      228.    749     3    42.5    94  
 5 CA       55          61         239.      549.   2888     1    12.5    61  
 6 CO       57          10          64.0     128.    553     1     3      10  
 7 CT        8         125         324       520.   1561    26    63.8   125  
 8 DE        3         158         498.      674.   1275    62   110     158  
 9 FL       67          20         111.      386.   3073     1     6      20  
10 GA      152          15          56.6     113.    878     1     6      15  
   quant75
     <dbl>
 1     6  
 2    57.5
 3    40.8
 4   338. 
 5   200. 
 6    42  
 7   231  
 8   716. 
 9    63.5
10    48.5
# ℹ 40 more rows

find_mode <- function(x) {
  u <- unique(x)
  tab <- tabulate(match(x, u))
  u[tab == max(tab)]}

mode_railroad <- railroad_clean %>%
  group_by(state) %>%
  summarise(mode_employees = find_mode(total_employees))

`summarise()` has grouped output by 'state'. You can override using the
`.groups` argument.

mode_railroad

# A tibble: 162 × 2
# Groups:   state [50]
   state mode_employees
   <chr>          <dbl>
 1 AK                 2
 2 AL                 7
 3 AL                11
 4 AR                 5
 5 AZ               270
 6 AZ                60
 7 AZ               268
 8 AZ                37
 9 AZ                48
10 AZ                 3
# ℹ 152 more rows

3.2 Summary “dairy” data set

3.2.1 Summary “area & value”

The summary is based on each categories in the area column.

number_area_1 <-dairy_1 %>% 
  count(Area)
number_mode_area_1 <- number_area_1 %>% filter(n == max(n))
number_area_1

# A tibble: 232 × 2
   Area                    n
   <chr>               <int>
 1 Afghanistan           174
 2 Africa                174
 3 Albania               174
 4 Algeria               174
 5 American Samoa        174
 6 Americas              174
 7 Angola                174
 8 Antigua and Barbuda   174
 9 Argentina             174
10 Armenia                81
# ℹ 222 more rows

number_mode_area_1

# A tibble: 191 × 2
   Area                    n
   <chr>               <int>
 1 Afghanistan           174
 2 Africa                174
 3 Albania               174
 4 Algeria               174
 5 American Samoa        174
 6 Americas              174
 7 Angola                174
 8 Antigua and Barbuda   174
 9 Argentina             174
10 Asia                  174
# ℹ 181 more rows

sum_dairy_area <- dairy_1 %>%
  group_by(Area) %>%
  summarise(median_number = median(Value,na.rm = T), mean_number = mean(Value, na.rm = T), sd_number = sd(Value,na.rm = T), max = max(Value, na.rm=TRUE), min = min(Value, na.rm=TRUE))

q = c(.25, .5, .75)
quantile_dairy_area<- dairy_1 %>%
  group_by(Area) %>%
  summarize(quant25 = quantile(Value, na.rm=TRUE,probs = q[1]), 
            quant50 = quantile(Value,na.rm=TRUE, probs = q[2]),
            quant75 = quantile(Value,na.rm=TRUE, probs = q[3]))

summary_dairy_area_table <- mutate(number_area_1,sum_dairy_area,quantile_dairy_area)

summary_dairy_area_table %>% 
  print(n = 10, width = Inf)

# A tibble: 232 × 10
   Area                    n median_number mean_number sd_number       max   min
   <chr>               <int>         <dbl>       <dbl>     <dbl>     <dbl> <dbl>
 1 Afghanistan           174      600000       903662.  1001961.   4050000  3592
 2 Africa                174    15058869     18861019. 19310283.  71274709  4311
 3 Albania               174      198000       275446.   290691.    982510  6350
 4 Algeria               174      440000       599219.   742649.   3548825  6008
 5 American Samoa        174          31.5       3611.     5349.     13779    16
 6 Americas              174    45081600.    56060267. 55005137. 184405640 22342
 7 Angola                174      157000       164004.   135649.    436162  4800
 8 Antigua and Barbuda   174        6200         6402.     2652.     10645  2300
 9 Argentina             174     2400000      3279105.  3381678.  12060900 16980
10 Armenia                81      277840       276119.   217086.    693800 14937
   quant25    quant50   quant75
     <dbl>      <dbl>     <dbl>
 1  5459.    600000    1361100 
 2  5204.  15058869   31100285.
 3 21217     198000     363000 
 4 19825     440000     789916 
 5    23.2       31.5     8000 
 6 30702.  45081600.  91216754.
 7  5000     157000     283750 
 8  3300       6200       8902 
 9 41633.   2400000    5288772.
10 20350     277840     434500 
# ℹ 222 more rows

find_mode <- function(x) {
  u <- unique(x)
  tab <- tabulate(match(x, u))
  u[tab == max(tab)]}

mode_dairy_area<- dairy_1 %>%
  group_by(Area) %>%
  summarise(mode_dairy_area = find_mode(Value))

`summarise()` has grouped output by 'Area'. You can override using the
`.groups` argument.

mode_dairy_area

# A tibble: 7,054 × 2
# Groups:   Area [232]
   Area           mode_dairy_area
   <chr>                    <dbl>
 1 Afghanistan               5000
 2 Africa                    4560
 3 Albania                 155000
 4 Albania                 222300
 5 Albania                 284000
 6 Albania                 432000
 7 Albania                 435000
 8 Albania                 930000
 9 Algeria                 590000
10 American Samoa            8000
# ℹ 7,044 more rows

3.2.2 Summary “element & value”

The summary is based on each categories in the element column.

number_element <- dairy_1 %>% count(Element)
number_element_mode <- number_element %>% filter(n == max(n))
number_element

# A tibble: 3 × 2
  Element          n
  <chr>        <int>
1 Milk Animals 12158
2 Production   12170
3 Yield        12121

number_element_mode

# A tibble: 1 × 2
  Element        n
  <chr>      <int>
1 Production 12170

sum_dairy_element <- dairy_1 %>%
  group_by(Element) %>%
  summarise(median_number = median(Value,na.rm = T), mean_number = mean(Value, na.rm = T), sd_number = sd(Value,na.rm = T), max = max(Value, na.rm=TRUE),min = min(Value, na.rm=TRUE))

q = c(.25, .5, .75)
quantile_dairy_element<- dairy_1 %>%
  group_by(Element) %>%
  summarize(quant25 = quantile(Value, na.rm=TRUE,probs = q[1]), 
            quant50 = quantile(Value,na.rm=TRUE, probs = q[2]),
            quant75 = quantile(Value,na.rm=TRUE, probs = q[3]))

summary_dairy_element_table <- mutate(number_element,sum_dairy_element,quantile_dairy_element)

summary_dairy_element_table %>% 
  print(n = 10, width = Inf)

# A tibble: 3 × 10
  Element          n median_number mean_number sd_number       max   min quant25
  <chr>        <int>         <dbl>       <dbl>     <dbl>     <dbl> <dbl>   <dbl>
1 Milk Animals 12158        295000    4205410. 18041595. 276573845     8   21300
2 Production   12170        295500    9001419. 40268994. 683217055     7   16000
3 Yield        12121         13218      19329.    19361.    134121   923    5109
  quant50 quant75
    <dbl>   <dbl>
1  295000 1546533
2  295500 2752860
3   13218   26476

summary_dairy_element_table_2 <- summary_dairy_element_table %>%
  pivot_longer(c(median_number,mean_number,sd_number,max,   min,n,quant25, quant50,quant75), names_to= "Summary_element", values_to = "Summary_Value_element")

summary_dairy_element_table_2

# A tibble: 27 × 3
   Element      Summary_element Summary_Value_element
   <chr>        <chr>                           <dbl>
 1 Milk Animals median_number                 295000 
 2 Milk Animals mean_number                  4205410.
 3 Milk Animals sd_number                   18041595.
 4 Milk Animals max                        276573845 
 5 Milk Animals min                                8 
 6 Milk Animals n                              12158 
 7 Milk Animals quant25                        21300 
 8 Milk Animals quant50                       295000 
 9 Milk Animals quant75                      1546533 
10 Production   median_number                 295500 
# ℹ 17 more rows

find_mode <- function(x) {
  u <- unique(x)
  tab <- tabulate(match(x, u))
  u[tab == max(tab)]}

mode_dairy_element<- dairy_1 %>%
  group_by(Element) %>%
  summarise(mode_dairy_element = find_mode(Value))
mode_dairy_element

# A tibble: 3 × 2
  Element      mode_dairy_element
  <chr>                     <dbl>
1 Milk Animals               1000
2 Production                 1000
3 Yield                     10000

3.2.3 Summary “year & value”

The summary is based on each categories in the year column.

number_year <- dairy_1 %>% count(Year)
number_year_mode <- number_year %>% filter(n == max(n))
number_year

# A tibble: 58 × 2
    Year     n
   <dbl> <int>
 1  1961   594
 2  1962   594
 3  1963   594
 4  1964   594
 5  1965   594
 6  1966   594
 7  1967   594
 8  1968   594
 9  1969   594
10  1970   594
# ℹ 48 more rows

number_year_mode

# A tibble: 3 × 2
   Year     n
  <dbl> <int>
1  2014   674
2  2015   674
3  2016   674

sum_dairy_year <- dairy_1 %>%
  group_by(Year) %>%
  summarise(median_number = median(Value,na.rm = T), mean_number = mean(Value, na.rm = T), sd_number = sd(Value,na.rm = T),max = max(Value, na.rm=TRUE),min = min(Value, na.rm=TRUE))

q = c(.25, .5, .75)
quantile_dairy_year<- dairy_1 %>%
  group_by(Year) %>%
  summarize(quant25 = quantile(Value, na.rm=TRUE,probs = q[1]), 
            quant50 = quantile(Value,na.rm=TRUE, probs = q[2]),
            quant75 = quantile(Value,na.rm=TRUE, probs = q[3]))

summary_dairy_year_table <- mutate(number_year,sum_dairy_year,quantile_dairy_year)

summary_dairy_year_table %>% 
  print(n = 10, width = Inf)

# A tibble: 58 × 10
    Year     n median_number mean_number sd_number       max   min quant25
   <dbl> <int>         <dbl>       <dbl>     <dbl>     <dbl> <dbl>   <dbl>
 1  1961   594        20458.    3310119. 18761482. 313626619     7   4350.
 2  1962   594        21319     3321314. 18861150. 316043684    17   4506.
 3  1963   594        21091     3303323. 18694850. 312824366    20   4626.
 4  1964   594        21880.    3327671. 18894021. 317615783    25   4856.
 5  1965   594        22636     3433914. 19708855. 332513734    30   4814.
 6  1966   594        23354.    3540248. 20275218. 340905234    30   5000 
 7  1967   594        23834.    3599316. 20732742. 350206534    29   5000 
 8  1968   594        24340     3665650. 21142304. 357545909    28   5042.
 9  1969   594        25146     3677674. 21153553. 358277498    27   5009.
10  1970   594        25150     3668308. 21148596. 359280844    26   5000 
   quant50 quant75
     <dbl>   <dbl>
 1  20458. 422750 
 2  21319  436025 
 3  21091  450948.
 4  21880. 443190 
 5  22636  462750 
 6  23354. 494323.
 7  23834. 521750 
 8  24340  520216.
 9  25146  526001.
10  25150  526575 
# ℹ 48 more rows

find_mode <- function(x) {
  u <- unique(x)
  tab <- tabulate(match(x, u))
  u[tab == max(tab)]}

mode_dairy_year<- dairy_1 %>%
  group_by(Year) %>%
  summarise(mode_dairy_year = find_mode(Value))

`summarise()` has grouped output by 'Year'. You can override using the
`.groups` argument.

mode_dairy_year

# A tibble: 174 × 2
# Groups:   Year [58]
    Year mode_dairy_year
   <dbl>           <dbl>
 1  1961            3500
 2  1962           10000
 3  1963            5000
 4  1963           10000
 5  1964            5000
 6  1965            5000
 7  1965            2000
 8  1966            3500
 9  1967            5000
10  1967           10000
# ℹ 164 more rows

3.2.4 Summary “unit & value”

The summary is based on each categories in the unit column.

number_unit <- dairy_1 %>% count(Unit)
number_unit_mode <- number_unit %>% filter(n == max(n))
number_unit

# A tibble: 3 × 2
  Unit       n
  <chr>  <int>
1 Head   12158
2 hg/An  12121
3 tonnes 12170

number_unit_mode

# A tibble: 1 × 2
  Unit       n
  <chr>  <int>
1 tonnes 12170

sum_dairy_unit <- dairy_1 %>%
  group_by(Unit) %>%
  summarise(median_number = median(Value,na.rm = T), mean_number = mean(Value, na.rm = T), sd_number = sd(Value,na.rm = T),max = max(Value, na.rm=TRUE),min = min(Value, na.rm=TRUE))

q = c(.25, .5, .75)
quantile_dairy_unit<- dairy_1 %>%
  group_by(Unit) %>%
  summarize(quant25 = quantile(Value, na.rm=TRUE,probs = q[1]), 
            quant50 = quantile(Value,na.rm=TRUE, probs = q[2]),
            quant75 = quantile(Value,na.rm=TRUE, probs = q[3]))

summary_dairy_unit_table <- mutate(number_unit,sum_dairy_unit,quantile_dairy_unit)

summary_dairy_unit_table %>% 
  print(n = 10, width = Inf)

# A tibble: 3 × 10
  Unit       n median_number mean_number sd_number       max   min quant25
  <chr>  <int>         <dbl>       <dbl>     <dbl>     <dbl> <dbl>   <dbl>
1 Head   12158        295000    4205410. 18041595. 276573845     8   21300
2 hg/An  12121         13218      19329.    19361.    134121   923    5109
3 tonnes 12170        295500    9001419. 40268994. 683217055     7   16000
  quant50 quant75
    <dbl>   <dbl>
1  295000 1546533
2   13218   26476
3  295500 2752860

summary_dairy_unit_table_2 <- summary_dairy_unit_table %>%
  pivot_longer(c(median_number,mean_number,sd_number,max,   min,n,quant25, quant50,quant75), names_to= "Summary_unit", values_to = "Summary_Value_unit")

summary_dairy_unit_table_2

# A tibble: 27 × 3
   Unit  Summary_unit  Summary_Value_unit
   <chr> <chr>                      <dbl>
 1 Head  median_number            295000 
 2 Head  mean_number             4205410.
 3 Head  sd_number              18041595.
 4 Head  max                   276573845 
 5 Head  min                           8 
 6 Head  n                         12158 
 7 Head  quant25                   21300 
 8 Head  quant50                  295000 
 9 Head  quant75                 1546533 
10 hg/An median_number             13218 
# ℹ 17 more rows

find_mode <- function(x) {
  u <- unique(x)
  tab <- tabulate(match(x, u))
  u[tab == max(tab)]}

mode_dairy_unit<- dairy_1 %>%
  group_by(Unit) %>%
  summarise(mode_dairy_unit = find_mode(Value))
mode_dairy_unit

# A tibble: 3 × 2
  Unit   mode_dairy_unit
  <chr>            <dbl>
1 Head              1000
2 hg/An            10000
3 tonnes            1000

3.2.5 Summary “flag description & value”

The summary is based on each categories in the flag description column.

number_flag <- dairy_1 %>% count(`Flag Description`)
number_flag

# A tibble: 7 × 2
  `Flag Description`                                                           n
  <chr>                                                                    <int>
1 Aggregate, may include official, semi-official, estimated or calculated…  3070
2 Calculated data                                                          13136
3 Data not available                                                          74
4 FAO data based on imputation methodology                                  2270
5 FAO estimate                                                              7045
6 Official data                                                            10044
7 Unofficial figure                                                          810

number_flag_mode<-dairy_1 %>%
   group_by(`Flag Description`) %>% 
   summarise(n=n()) %>% 
   filter(n==max(n)) 
number_flag_mode

# A tibble: 1 × 2
  `Flag Description`     n
  <chr>              <int>
1 Calculated data    13136

sum_dairy_flag <- dairy_1 %>%
  group_by(`Flag Description`) %>%
  summarise(median_number = median(Value,na.rm = T), mean_number = mean(Value, na.rm = T), sd_number = sd(Value,na.rm = T),max = max(Value, na.rm=TRUE),min = min(Value, na.rm=TRUE))

q = c(.25, .5, .75)
quantile_dairy_flag<- dairy_1 %>%
  group_by(`Flag Description`) %>%
  summarize(quant25 = quantile(Value, na.rm=TRUE,probs = q[1]), 
            quant50 = quantile(Value,na.rm=TRUE, probs = q[2]),
            quant75 = quantile(Value,na.rm=TRUE, probs = q[3]))

summary_dairy_flag_table <- mutate(number_flag,sum_dairy_flag,quantile_dairy_flag)

summary_dairy_flag_table %>% 
  print(n = 10, width = Inf)

# A tibble: 7 × 10
  `Flag Description`                                                          
  <chr>                                                                       
1 Aggregate, may include official, semi-official, estimated or calculated data
2 Calculated data                                                             
3 Data not available                                                          
4 FAO data based on imputation methodology                                    
5 FAO estimate                                                                
6 Official data                                                               
7 Unofficial figure                                                           
      n median_number mean_number sd_number       max   min  quant25   quant50
  <int>         <dbl>       <dbl>     <dbl>     <dbl> <dbl>    <dbl>     <dbl>
1  3070     11359802.   39133876. 78869738. 683217055  1048 3080090. 11359802.
2 13136        13234.      20697.    25145.    386400    16    5000     13234.
3    74           NA         NaN        NA       -Inf   Inf      NA        NA 
4  2270        18222.     227035.   713903.  10634163    16    1445     18222.
5  7045        54987      490335.  1510694.  25500000     9    3300     54987 
6 10044       641994     3404069.  9269150. 108378600     8  122296    641994 
7   810       480250     2282919.  5098495.  33424000     7  139675    480250 
    quant75
      <dbl>
1 36902684.
2    27178.
3       NA 
4   154130.
5   358875 
6  2482518.
7  1654073.

find_mode <- function(x) {
  u <- unique(x)
  tab <- tabulate(match(x, u))
  u[tab == max(tab)]}

mode_dairy_flag <- dairy_1 %>%
  group_by(`Flag Description`) %>%
  summarise(mode_dairy_flag = find_mode(Value))

`summarise()` has grouped output by 'Flag Description'. You can override using
the `.groups` argument.

mode_dairy_flag

# A tibble: 9 × 2
# Groups:   Flag Description [7]
  `Flag Description`                                             mode_dairy_flag
  <chr>                                                                    <dbl>
1 Aggregate, may include official, semi-official, estimated or …         1450000
2 Aggregate, may include official, semi-official, estimated or …            2284
3 Calculated data                                                          10000
4 Data not available                                                          NA
5 FAO data based on imputation methodology                                    56
6 FAO estimate                                                              1000
7 Official data                                                              600
8 Unofficial figure                                                         1000
9 Unofficial figure                                                         6000

3.2.6 Summary ” different columns & value (total)”

This summary is based on each different columns and the sum of the values.

3.2.6.1 Area

value_area_total <- dairy_1 %>%
  group_by(Area) %>%
  summarise(n = sum(Value, na.rm = T))
value_area_total

# A tibble: 232 × 2
   Area                         n
   <chr>                    <dbl>
 1 Afghanistan          157237108
 2 Africa              3281817316
 3 Albania               47927618
 4 Algeria              104264182
 5 American Samoa          628249
 6 Americas            9754486518
 7 Angola                28536778
 8 Antigua and Barbuda    1113874
 9 Argentina            570564207
10 Armenia               22365679
# ℹ 222 more rows

value_area_total_summary <- value_area_total %>%
  summarise(median_number = median(n,na.rm = T), mean_number = mean(n, na.rm = T), sd_number = sd(n,na.rm = T), max = max(n, na.rm=TRUE), min = min(n, na.rm=TRUE))

q = c(.25, .5, .75)
quantile_value_area_total <- value_area_total %>%
  summarize(quant25 = quantile(n, na.rm = T, probs = q[1]), 
            quant50 = quantile(n, na.rm = T, probs = q[2]),
            quant75 = quantile(n, na.rm = T, probs = q[3]))

value_area_total_summary_table <- mutate( value_area_total_summary,quantile_value_area_total)

value_area_total_summary_table %>% print(n = 10, width = Inf)

# A tibble: 1 × 8
  median_number mean_number   sd_number         max   min  quant25   quant50
          <dbl>       <dbl>       <dbl>       <dbl> <dbl>    <dbl>     <dbl>
1     39188166.  691475377. 3095372018. 40048229048     0 5519322. 39188166.
    quant75
      <dbl>
1 228488435

3.2.6.2 Element

value_element_total <- dairy_1 %>%
  group_by(Element) %>%
  summarise(n = sum(Value, na.rm = T))
value_element_total

# A tibble: 3 × 2
  Element                 n
  <chr>               <dbl>
1 Milk Animals  50973776719
2 Production   109214222081
3 Yield           234288601

value_element_total_summary <- value_element_total %>%
  summarise(median_number = median(n,na.rm = T), mean_number = mean(n, na.rm = T), sd_number = sd(n,na.rm = T), max = max(n, na.rm=TRUE), min = min(n, na.rm=TRUE))

q = c(.25, .5, .75)
quantile_value_element_total <- value_element_total %>%
  summarize(quant25 = quantile(n, na.rm = T, probs = q[1]), 
            quant50 = quantile(n, na.rm = T, probs = q[2]),
            quant75 = quantile(n, na.rm = T, probs = q[3]))

value_element_total_summary_table <- mutate( value_element_total_summary,quantile_value_element_total)

value_element_total_summary_table %>% print(n = 10, width = Inf)

# A tibble: 1 × 8
  median_number  mean_number    sd_number          max       min     quant25
          <dbl>        <dbl>        <dbl>        <dbl>     <dbl>       <dbl>
1   50973776719 53474095800. 54532973254. 109214222081 234288601 25604032660
      quant50     quant75
        <dbl>       <dbl>
1 50973776719 80093999400

3.2.6.3 Year

value_year_total <- dairy_1 %>%
  group_by(Year) %>%
  summarise(n = sum(Value, na.rm = T))
value_year_total 

# A tibble: 58 × 2
    Year          n
   <dbl>      <dbl>
 1  1961 1966210697
 2  1962 1972860467
 3  1963 1962173733
 4  1964 1976636527
 5  1965 2039745189
 6  1966 2102907362
 7  1967 2137993967
 8  1968 2177396386
 9  1969 2184538535
10  1970 2178975231
# ℹ 48 more rows

value_year_total_summary <- value_year_total %>%
  summarise(median_number = median(n,na.rm = T), mean_number = mean(n, na.rm = T), sd_number = sd(n,na.rm = T), max = max(n, na.rm=TRUE), min = min(n, na.rm=TRUE))

q = c(.25, .5, .75)
quantile_value_year_total <- value_year_total %>%
  summarize(quant25 = quantile(n, na.rm = T, probs = q[1]), 
            quant50 = quantile(n, na.rm = T, probs = q[2]),
            quant75 = quantile(n, na.rm = T, probs = q[3]))

value_year_total_summary_table <- mutate( value_year_total_summary,quantile_value_year_total)

value_year_total_summary_table %>% print(n = 10, width = Inf)

# A tibble: 1 × 8
  median_number mean_number  sd_number        max        min     quant25
          <dbl>       <dbl>      <dbl>      <dbl>      <dbl>       <dbl>
1    2747323231 2765901507. 528162287. 3818511908 1962173733 2343094535.
     quant50     quant75
       <dbl>       <dbl>
1 2747323231 3039879322.

3.2.6.4 Unit

value_unit_total <- dairy_1 %>%
  group_by(Unit) %>%
  summarise(n = sum(Value, na.rm = T))
value_unit_total 

# A tibble: 3 × 2
  Unit              n
  <chr>         <dbl>
1 Head    50973776719
2 hg/An     234288601
3 tonnes 109214222081

value_unit_total_summary <- value_unit_total %>%
  summarise(median_number = median(n,na.rm = T), mean_number = mean(n, na.rm = T), sd_number = sd(n,na.rm = T), max = max(n, na.rm=TRUE), min = min(n, na.rm=TRUE))

q = c(.25, .5, .75)
quantile_value_unit_total <- value_unit_total %>%
  summarize(quant25 = quantile(n, na.rm = T, probs = q[1]), 
            quant50 = quantile(n, na.rm = T, probs = q[2]),
            quant75 = quantile(n, na.rm = T, probs = q[3]))

value_unit_total_summary_table <- mutate( value_unit_total_summary,quantile_value_unit_total)

value_unit_total_summary_table %>% print(n = 10, width = Inf)

# A tibble: 1 × 8
  median_number  mean_number    sd_number          max       min     quant25
          <dbl>        <dbl>        <dbl>        <dbl>     <dbl>       <dbl>
1   50973776719 53474095800. 54532973254. 109214222081 234288601 25604032660
      quant50     quant75
        <dbl>       <dbl>
1 50973776719 80093999400

3.2.6.5 Flag Description

value_flag_total <- dairy_1 %>%
  group_by(`Flag Description`) %>%
  summarise(n = sum(Value, na.rm = T))
value_flag_total 

# A tibble: 7 × 2
  `Flag Description`                                                           n
  <chr>                                                                    <dbl>
1 Aggregate, may include official, semi-official, estimated or calculat… 1.20e11
2 Calculated data                                                        2.72e 8
3 Data not available                                                     0      
4 FAO data based on imputation methodology                               5.15e 8
5 FAO estimate                                                           3.45e 9
6 Official data                                                          3.42e10
7 Unofficial figure                                                      1.85e 9

value_flag_total_summary <- value_flag_total %>%
  summarise(median_number = median(n,na.rm = T), mean_number = mean(n, na.rm = T), sd_number = sd(n,na.rm = T), max = max(n, na.rm=TRUE), min = min(n, na.rm=TRUE))

q = c(.25, .5, .75)
quantile_value_flag_total <- value_flag_total %>%
  summarize(quant25 = quantile(n, na.rm = T, probs = q[1]), 
            quant50 = quantile(n, na.rm = T, probs = q[2]),
            quant75 = quantile(n, na.rm = T, probs = q[3]))

value_flag_total_summary_table <- mutate( value_flag_total_summary,quantile_value_flag_total)

value_flag_total_summary_table %>% print(n = 10, width = Inf)

# A tibble: 1 × 8
  median_number  mean_number    sd_number          max   min   quant25
          <dbl>        <dbl>        <dbl>        <dbl> <dbl>     <dbl>
1    1849164092 22917469629. 44613277219. 120140999079     0 393620653
     quant50     quant75
       <dbl>       <dbl>
1 1849164092 18822441462