Я пытаюсь создать график для каждого региона в моем наборе данных, используя al oop в ggplot. Однако на последнем шаге - когда я запускаю функцию graphi c - она выдает мне следующую ошибку:
Ошибка в for (. In i) seq_along (region_list): 4 аргумента, переданных в 'for', для которого требуется 3
Вот мой код:
# Create graphing function
region.graph <- function(df, na.rm = TRUE, ...){
# Create list of regions in data to loop over
region_list <- unique(df_stock$Region)
# Create for loop to produce ggplot2 graphs
df_stock %>%
gather(Stock, value, TotalStock, Total_predicted, FirstStock, First_predicted, SecondStock) %>%
for (i in seq_along(region_list)) {
plot <-
ggplot(df_stock, subset(Region==region_list[i]), aes(x=Year, y=value, colour=Stock)) +
geom_point()+
geom_line()+
labs(title = "Housing Stock in number of homes, real and predicted",
x = "Year",
y = "Number of homes") +
theme_bw() +
theme(axis.text.x = element_text(colour = "grey20", size = 10, angle = 90, hjust = 0.5,
vjust = 0.5),
axis.text.y = element_text(colour = "grey20",
size = 10),text = element_text(size = 12))+
scale_x_continuous(breaks=seq(1998, 2018, 1))
print(plot)
}
}
# Run graphinc function
region.graph(df_stock)
Можете ли вы помочь мне с кодом?
PS: я пытался изменить Команда сбора как: df_stock <- df_stock%>% собирается, однако это не имеет значения.
structure(list(Region = structure(c(1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L,
4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 5L, 5L, 5L,
5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
5L, 5L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
6L, 6L, 6L, 6L, 6L, 6L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 8L,
8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
8L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
9L, 9L, 9L, 9L, 9L, 9L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L,
11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 12L, 12L, 12L, 12L, 12L,
12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L,
12L, 12L, 12L, 13L, 13L, 13L, 13L, 13L, 13L, 13L, 13L, 13L, 13L,
13L, 13L, 13L, 13L, 13L, 13L, 13L, 13L, 13L, 13L, 13L, 14L, 14L,
14L, 14L, 14L, 14L, 14L, 14L, 14L, 14L, 14L, 14L, 14L, 14L, 14L,
14L, 14L, 14L, 14L, 14L, 14L, 15L, 15L, 15L, 15L, 15L, 15L, 15L,
15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L,
15L, 16L, 16L, 16L, 16L, 16L, 16L, 16L, 16L, 16L, 16L, 16L, 16L,
16L, 16L, 16L, 16L, 16L, 16L, 16L, 16L, 16L, 17L, 17L, 17L, 17L,
17L, 17L, 17L, 17L, 17L, 17L, 17L, 17L, 17L, 17L, 17L, 17L, 17L,
17L, 17L, 17L, 17L, 18L, 18L, 18L, 18L, 18L, 18L, 18L, 18L, 18L,
18L, 18L, 18L, 18L, 18L, 18L, 18L, 18L, 18L, 18L, 18L, 18L), .Label = c("Andalusia",
"Aragon", "Asturias", "Balearic Islands", "Basque Country", "Canary Islands",
"Cantabria", "Castile-La Mancha", "Castile and Leon", "Catalonia",
"Extremadura", "Galicia", "La Rioja", "Madrid", "Murcia", "National",
"Navarre", "Valencian Community"), class = "factor"), Year = c(2001,
2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012,
2013, 2014, 2015, 2016, 2017, 2018, 1998, 1999, 2000, 2001, 2002,
2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013,
2014, 2015, 2016, 2017, 2018, 1998, 1999, 2000, 2001, 2002, 2003,
2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014,
2015, 2016, 2017, 2018, 1998, 1999, 2000, 2001, 2002, 2003, 2004,
2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015,
2016, 2017, 2018, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005,
2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016,
2017, 2018, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006,
2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017,
2018, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007,
2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018,
1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008,
2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 1998,
1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009,
2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 1998, 1999,
2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010,
2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 1998, 1999, 2000,
2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011,
2012, 2013, 2014, 2015, 2016, 2017, 2018, 1998, 1999, 2000, 2001,
2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012,
2013, 2014, 2015, 2016, 2017, 2018, 1998, 1999, 2000, 2001, 2002,
2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013,
2014, 2015, 2016, 2017, 2018, 1998, 1999, 2000, 2001, 2002, 2003,
2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014,
2015, 2016, 2017, 2018, 1998, 1999, 2000, 2001, 2002, 2003, 2004,
2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015,
2016, 2017, 2018, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005,
2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016,
2017, 2018, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006,
2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017,
2018, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007,
2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018,
1998, 1999, 2000), TotalStock = c(3554198L, 3661570L, 3772509L,
3869035L, 3957925L, 4067012L, 4159934L, 4248653L, 4299768L, 4330256L,
4362573L, 4384954L, 4394515L, 4401817L, 4407793L, 4413250L, 4422047L,
4432048L, NA, NA, NA, 657555L, 671516L, 685787L, 696640L, 709810L,
722305L, 734445L, 752169L, 765180L, 773915L, 779117L, 785857L,
787938L, 790341L, 792179L, 794012L, 795925L, 798945L, NA, NA,
NA, 524336L, 532501L, 541156L, 552308L, 564047L, 576333L, 586204L,
596656L, 602723L, 609935L, 615163L, 619310L, 621278L, 621859L,
622383L, 622769L, 624001L, 624631L, NA, NA, NA, 504041L, 515076L,
525645L, 534557L, 544303L, 553224L, 564062L, 574529L, 581969L,
585687L, 587234L, 590085L, 591709L, 592963L, 594469L, 595630L,
597501L, 599270L, NA, NA, NA, 892009L, 908604L, 919083L, 931408L,
944680L, 957045L, 971426L, 983247L, 994459L, 1003676L, 1019564L,
1028524L, 1033938L, 1038954L, 1044572L, 1048157L, 1052012L, 1056514L,
NA, NA, NA, 855022L, 880598L, 903527L, 926062L, 947794L, 971043L,
990993L, 1016495L, 1030507L, 1038700L, 1042320L, 1044637L, 1045619L,
1046356L, 1047307L, 1047838L, 1049945L, 1053241L, NA, NA, NA,
286901L, 293927L, 302467L, 310948L, 317211L, 327094L, 336277L,
344226L, 352750L, 356094L, 358666L, 360627L, 361673L, 362356L,
363195L, 363852L, 364468L, 364937L, NA, NA, NA, 988555L, 1002094L,
1016706L, 1035607L, 1058347L, 1092393L, 1141265L, 1187002L, 1219348L,
1240554L, 1247642L, 1256651L, 1260106L, 1262964L, 1265793L, 1267805L,
1270032L, 1272514L, NA, NA, NA, 1455050L, 1484464L, 1509014L,
1535677L, 1565865L, 1604424L, 1640191L, 1674758L, 1696219L, 1709658L,
1720382L, 1730724L, 1735314L, 1739251L, 1742855L, 1745015L, 1747011L,
1749430L, NA, NA, NA, 3328120L, 3389370L, 3449165L, 3527738L,
3597700L, 3662511L, 3732762L, 3807445L, 3835854L, 3851957L, 3869267L,
3882901L, 3888233L, 3893959L, 3899624L, 3905544L, 3915370L, 3924907L,
NA, NA, NA, 575284L, 581973L, 591382L, 598303L, 605750L, 612085L,
622663L, 632010L, 640603L, 646269L, 650098L, 654789L, 656783L,
658494L, 660012L, 661140L, 662378L, 663844L, NA, NA, NA, 1312496L,
1345625L, 1374478L, 1407723L, 1440998L, 1475077L, 1512422L, 1550411L,
1575449L, 1595995L, 1606880L, 1613132L, 1616838L, 1619573L, 1620454L,
1621564L, 1623679L, 1626000L, NA, NA, NA, 156769L, 160891L, 164544L,
168166L, 172723L, 178439L, 183619L, 190047L, 194533L, 197274L,
198973L, 200183L, 200805L, 201216L, 201553L, 201969L, 202403L,
203058L, NA, NA, NA, 2482885L, 2517059L, 2552919L, 2612769L,
2675087L, 2741442L, 2792090L, 2831768L, 2867105L, 2885861L, 2900061L,
2923510L, 2932915L, 2941996L, 2951813L, 2962048L, 2974747L, 2989422L,
NA, NA, NA, 595319L, 606145L, 617967L, 636440L, 656319L, 693797L,
722252L, 750719L, 769138L, 778071L, 779493L, 783002L, 783875L,
784981L, 785723L, 786139L, 786733L, 787604L, NA, NA, NA, 21033759L,
21487307L, 21926409L, 22417950L, 22927382L, 23493772L, 24034966L,
24569715L, 24908126L, 25106251L, 25249053L, 25382415L, 25441306L,
25492335L, 25541915L, 25586279L, 25645100L, 25712744L, NA, NA,
NA, 261147L, 266064L, 270159L, 274267L, 279563L, 287056L, 293066L,
300192L, 305484L, 307189L, 309418L, 312305L, 314691L, 316444L,
317420L, 318158L, 319331L, 320860L, NA, NA, NA, 2558691L, 2622936L,
2681679L, 2751137L, 2839518L, 2922289L, 3000215L, 3078014L, 3125409L,
3142938L, 3149218L, 3157657L, 3161095L, 3164586L, 3170272L, 3176853L,
3182158L, 3188841L, NA, NA, NA), Total_predicted = c(3561323.44462629,
3662417.16445901, 3768147.23306634, 3863493.09850688, 3953517.44047705,
4063586.94882417, 4169697.67004026, NA, NA, NA, NA, NA, NA, NA,
NA, NA, NA, NA, 3370753.52258001, 3419058.33863081, 3472022.34261276,
658041.590196968, 671545.824212018, 685573.405704468, 696105.77368714,
709479.17083284, 722338.565991808, 734973.669374747, NA, NA,
NA, NA, NA, NA, NA, NA, NA, NA, NA, 630920.976278854, 637388.05582101,
643855.135363165, 524490.527244104, 532503.751784394, 541048.465707457,
552250.626544392, 563933.172015757, 576300.521114927, 586357.935588964,
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 505806.631249655,
510354.953852242, 514933.939303836, 504538.830380501, 515092.998730308,
525328.950948965, 534148.08372655, 543937.018046686, 553369.853362918,
564492.264804064, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
488332.537415506, 492787.563251606, 496962.255829311, 891691.614362846,
909290.969575768, 919453.834233403, 931000.232017603, 943889.470777587,
957165.284969993, 971763.594062793, NA, NA, NA, NA, NA, NA, NA,
NA, NA, NA, NA, 867866.360080382, 873736.202830588, 879595.872543098,
855718.941659047, 880577.29568558, 903088.397467795, 925521.546223447,
947435.008135338, 970950.837815491, 991746.973013297, NA, NA,
NA, NA, NA, NA, NA, NA, NA, NA, NA, 813511.708498317, 827629.867753804,
839548.019370706, 286968.991406982, 293911.092210367, 302517.673323334,
310972.015383595, 316970.234060204, 327058.608619508, 336426.384996004,
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 265452.538624564,
269329.559833471, 275236.435078456, 988292.933171216, 1002122.76237512,
1016836.20118935, 1035726.70361599, 1058325.68880108, 1092578.94922528,
1141083.76162195, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
944319.96703352, 957366.596810102, 970861.725404043, 1455840.08759773,
1484873.55393622, 1508871.79539098, 1534488.50198694, 1564987.57842551,
1604478.12787074, 1641145.35479187, NA, NA, NA, NA, NA, NA, NA,
NA, NA, NA, NA, 1389222.26409143, 1406261.10543904, 1425035.30107694,
3332065.8605128, 3389885.25012116, 3447636.86498265, 3523740.3751913,
3594045.37927878, 3663055.13264827, 3736937.13726505, NA, NA,
NA, NA, NA, NA, NA, NA, NA, NA, NA, 3217722.33201406, 3249712.01253715,
3282643.00898901, 575358.627503511, 581998.247882319, 591281.203582726,
598241.465228356, 605694.419552271, 612185.450075723, 622680.586175088,
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 550106.172611672,
557042.972701192, 564433.362875484, 1313193.28194806, 1345964.41492236,
1373820.38258761, 1407166.80185065, 1440493.03562988, 1474848.72908369,
1513332.35397775, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
1246924.3385821, 1263880.14498703, 1281491.97961597, 157004.321922718,
160931.115901888, 164415.820492675, 167969.872438503, 172564.134709938,
178467.328307764, 183798.406226505, NA, NA, NA, NA, NA, NA, NA,
NA, NA, NA, NA, 149133.397125617, 150338.307419446, 152271.364941201,
2480367.15803975, 2517602.59833994, 2555089.47500802, 2613735.10299871,
2674956.04893936, 2740748.56520539, 2791752.05146883, NA, NA,
NA, NA, NA, NA, NA, NA, NA, NA, NA, 2369156.09059112, 2403160.95452803,
2436792.47355505, 594379.987353001, 605921.52237744, 618432.083525486,
637009.905253422, 657250.980775606, 693408.671954929, 721835.848760112,
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 562394.893735772,
571340.306533536, 579750.585501847, 21051561.7174417, 21490785.1134156,
21918918.1045874, 22402310.3828287, 22911770.3323138, 23489097.7770793,
24057101.5723335, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
20110395.1126741, 20365972.3268856, 20631106.0810786, 261458.230221516,
266071.254384021, 270033.028076524, 274103.343514028, 279274.582365104,
287058.576077969, 293322.985360832, NA, NA, NA, NA, NA, NA, NA,
NA, NA, NA, NA, 251991.83946115, 254635.606250081, 256969.253767583,
2560149.72123885, 2623194.43622512, 2681021.32124862, 2749779.64131874,
2838417.73099778, 2922171.2166151, 3001730.9323558, NA, NA, NA,
NA, NA, NA, NA, NA, NA, NA, NA, 2435157.49850146, 2467935.54871928,
2504305.93669963), FirstStock = c(2415143L, 2481857L, 2544027L,
2624788L, 2741467L, 2819423L, 2898097L, 2995732L, 3016676L, 3043316L,
3094866L, 3086326L, 3281209L, 3314344L, 3294515L, 3314568L, 3317027L,
3323439L, NA, NA, NA, 443205L, 463807L, 468723L, 480302L, 486150L,
499715L, 512554L, 518985L, 522069L, 519140L, 538869L, 541197L,
568990L, 570233L, 561298L, 562161L, 561428L, 563277L, NA, NA,
NA, 389310L, 396293L, 403383L, 403701L, 412378L, 431954L, 435128L,
442743L, 443276L, 437773L, 460354L, 465585L, 490648L, 489769L,
484121L, 484851L, 479930L, 481351L, NA, NA, NA, 305431L, 314311L,
331486L, 343488L, 351392L, 369152L, 379105L, 399858L, 404281L,
411111L, 429945L, 431621L, 445057L, 449435L, 448407L, 450824L,
452067L, 459201L, NA, NA, NA, 741399L, 750611L, 775162L, 786532L,
813222L, 838702L, 862331L, 866957L, 878951L, 882251L, 888017L,
878667L, 913833L, 922274L, 917246L, 918410L, 914491L, 923918L,
NA, NA, NA, 552351L, 570032L, 604276L, 614807L, 632023L, 669434L,
690469L, 719747L, 724107L, 737541L, 790188L, 804207L, 834001L,
840011L, 833415L, 843821L, 854627L, 864929L, NA, NA, NA, 182645L,
186458L, 190693L, 194399L, 204352L, 215787L, 215045L, 218680L,
224257L, 231669L, 235425L, 234436L, 251975L, 253382L, 249697L,
251631L, 250665L, 252525L, NA, NA, NA, 610227L, 625556L, 643664L,
662032L, 681229L, 696428L, 724486L, 749561L, 769028L, 781670L,
783786L, 784306L, 829001L, 830914L, 821843L, 824105L, 818306L,
821591L, NA, NA, NA, 889197L, 911788L, 916088L, 929562L, 950279L,
977802L, 987169L, 999209L, 1015931L, 1025836L, 1034882L, 1020304L,
1070215L, 1067995L, 1058455L, 1058094L, 1051940L, 1050349L, NA,
NA, NA, 2315774L, 2380716L, 2446788L, 2536954L, 2626121L, 2718564L,
2805015L, 2867395L, 2883159L, 2887895L, 2952777L, 2932434L, 3118750L,
3125370L, 3109207L, 3114763L, 3161200L, 3194403L, NA, NA, NA,
366893L, 378932L, 379706L, 388111L, 388290L, 399830L, 403426L,
409540L, 415916L, 424619L, 426968L, 423103L, 448214L, 449713L,
446112L, 447377L, 443915L, 442595L, NA, NA, NA, 900376L, 906883L,
933504L, 956439L, 978484L, 989946L, 992007L, 1035741L, 1038636L,
1055387L, 1057682L, 1069974L, 1109816L, 1116325L, 1111191L, 1118068L,
1115982L, 1121313L, NA, NA, NA, 101439L, 103405L, 110858L, 111997L,
114068L, 119554L, 122452L, 124185L, 125869L, 126387L, 128176L,
128420L, 137627L, 138006L, 137281L, 137782L, 138263L, 138578L,
NA, NA, NA, 1873671L, 1943943L, 2021109L, 2063704L, 2146322L,
2210831L, 2269991L, 2332536L, 2413004L, 2425145L, 2468367L, 2506626L,
2607888L, 2643769L, 2640078L, 2667416L, 2686321L, 2709764L, NA,
NA, NA, 378211L, 386245L, 406178L, 422348L, 445942L, 467706L,
482960L, 499204L, 508587L, 517028L, 514423L, 508870L, 517817L,
524125L, 518735L, 520342L, 520657L, 523837L, NA, NA, NA, 14184026L,
14587227L, 15016057L, 15442540L, 15996763L, 16508248L, 16936413L,
17396800L, 17628199L, 17762862L, 18099406L, 18112437L, 18991031L,
19113128L, 18976018L, 19056443L, 19120417L, 19235413L, NA, NA,
NA, 188730L, 191407L, 197854L, 204796L, 208168L, 217490L, 227507L,
227306L, 231275L, 232663L, 248692L, 247877L, 257775L, 260130L,
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167997.206850019, 172351.057978569, 619645.004179506, 629799.09366854,
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906422.286212848, 919418.548652475, 933291.291886082, 949808.085514862,
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NA, NA, NA, NA, 854622.271288625, 863849.666314138, 874016.843524307,
2309831.41457882, 2380301.83565497, 2450689.65269496, 2543444.80708356,
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2249594.71576105, 369735.828586971, 374594.732386855, 381388.040761958,
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NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 351255.969494125,
356332.35073146, 361740.67121543, 900739.543115826, 917814.436924411,
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1005018.92230407, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
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105365.150513427, 108111.929409822, 110913.370572812, 114534.745734727,
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1899569.74880908, 1944935.59687233, 1990607.78276781, 2062058.76139331,
2136647.38205797, 2216805.78149037, 2278945.94660914, NA, NA,
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418754.404099586, 435817.380626174, 466297.867454662, 490261.626199219,
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363395.743921687, 370485.505157993, 14197574.010092, 14607149.1357408,
15006382.476362, 15457145.0152276, 15932215.6165118, 16470572.5503589,
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13319937.6320264, 13558262.9821402, 13805499.79075, 187537.633350613,
193157.722071261, 197984.386501936, 202943.288314273, 209243.454997756,
218726.764368396, 226358.750395764, NA, NA, NA, NA, NA, NA, NA,
NA, NA, NA, NA, 176004.644564207, 179225.56936041, 182068.67306615,
1500700.62953454, 1557886.31929354, 1610339.09519084, 1672707.39934982,
1753107.95787911, 1829077.86028552, 1901243.73846663, NA, NA,
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