[R-sig-eco] Multiple count if style "queries"
Chris Mcowen
chrismcowen at gmail.com
Mon May 23 17:09:58 CEST 2011
Hi Kay,
Thanks very much for this - the workaround works fine. The problem i had ( i think) was that the text formatting was odd - a lot of the eco_names had accents which got messed up ( sure there is a technical term!) when i extracted them from the GIS database into excel.
Thanks again to you and Eduard
Chris
On 23 May 2011, at 12:32, Kay Cecil Cichini wrote:
Hi,
for curiosity i tried your full dataset:
and cast() works well in my case!
you can also do this "by hand" - and will get the same result.
best,
kay
###
require(reshape)
dfm<- melt(data2, id = "ECO_NAME")
dfc<- cast(dfm, ECO_NAME~variable, function(x) length(unique(x)))
# by hand -
# make new variable of ECO_NAME*variable combinations:
dfm$variable2 <- as.factor(paste(dfm$variable, dfm$ECO_NAME, sep = " - "))
# make vector to collect results for all unique ECO_NAME*variable combinations:
Ns <- data.frame(count = rep(NA, length(unique(dfm$variable2))),
row.names = unique(dfm$variable2))
# loop through all unique ECO_NAME*variable combinations:
for (i in levels(dfm$variable2)){
subset = dfm$value[dfm$variable2 == i]
Ns[i, "count"] <- length(unique(subset))
}
# put counts in matrix/table, Ns$count is in order of taxonomy
# levels (= "variable"), so I have to fill by cols (byrow = F),
# as the matrix/table colums are chosen to be the taxonomy levels:
result <- matrix(Ns$count,
nrow = length(levels(dfm$ECO_NAME)),
ncol = length(levels(dfm$variable)),
dimnames = list(levels(dfm$ECO_NAME), levels(dfm$variable)),
byrow = F)
print(results)
###
Zitat von Chris Mcowen <chrismcowen at gmail.com>:
> Eduard,
>
> Thanks, thats is exactly what i wanted. One last question / problem if you don't mind
>
> The data i sent originally was just a small subset of my data. When i use the same code for the entire data frame i get
>
> dfm<- melt(data2, id = "ECO_NAME")
> dfc<- cast(dfm, ECO_NAME~variable, function(x) length(unique(x)))
>
> #Error in nchar(rowsi, allowNA = FALSE) : invalid multibyte string 7
>
> But the data is structured in exactly the same way?
>
> Thanks
>
> data3 <- structure(list(ECO_NAME = structure(c(1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
> 3L, 3L, 4L, 4L, 5L, 5L, 6L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 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, 9L, 9L,
> 9L, 10L, 10L, 10L, 10L, 10L, 11L, 11L, 12L, 12L, 12L, 13L, 13L,
> 14L, 14L, 14L, 15L, 15L, 15L, 16L, 16L, 16L, 16L, 16L, 16L, 16L,
> 16L, 16L, 16L, 16L, 16L, 16L, 16L, 17L, 17L, 18L, 18L, 18L, 18L,
> 18L, 18L, 18L, 18L, 18L, 18L, 18L, 18L, 19L, 19L, 19L, 19L, 20L,
> 20L, 20L, 20L, 20L, 20L, 20L, 20L, 20L, 20L, 20L, 20L, 20L, 21L,
> 21L, 21L, 21L, 21L, 21L, 22L, 22L, 22L, 23L, 23L, 23L, 24L, 24L,
> 24L, 25L, 25L, 25L, 25L, 25L, 25L, 25L, 25L, 25L, 25L, 25L, 25L,
> 25L, 25L, 25L, 25L, 25L, 25L, 26L, 26L, 26L, 26L, 26L, 26L, 26L,
> 26L, 26L, 26L, 26L, 26L, 26L, 26L, 26L, 26L, 26L, 26L, 27L, 27L,
> 27L, 27L, 27L, 27L, 27L, 27L, 27L, 27L, 28L, 28L, 28L, 28L, 28L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 30L, 30L, 30L, 31L, 31L, 31L, 31L, 32L, 32L, 33L, 33L,
> 34L, 34L, 35L, 35L, 36L, 36L, 36L, 36L, 36L, 36L, 36L, 37L, 37L,
> 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L,
> 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 38L,
> 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L,
> 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L,
> 38L, 38L, 38L, 38L, 38L, 39L, 39L, 39L, 39L, 39L, 39L, 39L, 39L,
> 39L, 39L, 39L, 40L, 40L, 40L, 41L, 41L, 41L, 42L, 42L, 42L, 42L,
> 42L, 42L, 42L, 43L, 43L, 43L, 43L, 43L, 43L, 43L, 43L, 43L, 43L,
> 43L, 43L, 43L, 43L, 43L, 43L, 43L, 44L, 44L, 44L, 44L, 44L, 45L,
> 45L, 45L, 45L, 45L, 45L, 45L, 45L, 46L, 46L, 46L, 46L, 46L, 46L,
> 46L, 46L, 46L, 46L, 46L, 46L, 46L, 46L, 46L, 46L, 47L, 47L, 48L,
> 48L, 48L, 48L, 48L, 48L, 49L, 49L, 49L, 49L, 49L, 49L, 49L, 49L,
> 50L, 50L, 50L, 50L, 50L, 51L, 51L, 51L, 52L, 52L, 52L, 53L, 53L,
> 53L, 53L, 54L, 54L, 54L, 54L, 54L, 54L, 54L, 54L, 55L, 55L, 56L,
> 56L, 57L, 57L, 57L, 57L, 57L, 57L, 58L, 58L, 58L, 58L, 58L, 58L,
> 58L, 58L, 58L, 58L, 58L, 58L, 58L, 58L, 58L, 58L, 58L, 58L, 58L,
> 58L, 59L, 59L, 59L, 59L, 60L, 60L, 60L, 61L, 61L, 61L, 61L, 61L,
> 61L, 61L, 61L, 62L, 62L, 62L, 62L, 62L, 62L, 62L, 62L, 62L, 63L,
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> 175L, 175L, 175L, 175L, 175L, 175L, 175L, 175L, 175L, 176L, 176L,
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> 187L, 187L, 187L, 187L, 187L, 187L, 188L, 188L, 188L, 188L, 188L,
> 188L, 188L, 189L, 189L, 189L, 189L, 189L, 190L, 190L, 190L, 190L,
> 190L, 190L, 190L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
> 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
> 191L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
> 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
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> 309L, 309L, 309L, 309L, 309L, 309L, 309L, 309L, 309L, 309L, 309L,
> 309L, 309L, 309L, 309L, 309L, 309L, 309L, 309L, 309L, 309L, 309L,
> 309L, 309L, 309L, 309L, 309L, 309L, 309L, 310L, 310L, 310L, 310L,
> 310L, 310L, 310L, 310L, 310L, 310L, 310L, 310L, 310L, 310L, 310L,
> 310L, 310L, 310L, 310L, 310L, 310L, 310L, 310L, 310L, 310L, 311L,
> 311L, 311L, 312L, 312L, 313L, 313L, 313L, 314L, 314L, 315L, 315L,
> 316L, 316L, 316L, 316L, 316L, 316L, 316L, 317L, 317L, 318L, 318L,
> 319L, 319L, 320L, 320L, 320L, 320L, 320L, 320L, 321L, 321L, 321L,
> 321L, 321L, 321L, 322L, 322L, 323L, 323L, 324L, 324L, 325L, 325L,
> 325L, 326L, 326L, 326L, 327L, 327L, 327L, 327L, 327L, 327L, 328L,
> 328L, 328L, 328L, 329L, 329L, 329L, 329L, 329L, 329L, 329L, 329L,
> 330L, 330L, 331L, 331L, 332L, 332L, 333L, 333L, 334L, 334L, 334L,
> 334L, 334L, 334L, 334L, 334L, 335L, 335L, 335L, 336L, 336L, 336L,
> 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L,
> 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L,
> 336L, 336L, 336L, 336L, 336L, 336L, 337L, 337L, 337L, 338L, 338L,
> 338L, 338L, 338L, 339L, 339L, 339L, 339L, 339L, 339L, 339L, 340L,
> 340L, 340L, 340L, 340L, 340L, 340L, 340L, 340L, 340L, 341L, 341L,
> 341L, 341L, 341L, 341L, 341L, 341L, 341L, 342L, 342L, 342L, 342L,
> 342L, 342L, 343L, 343L, 344L, 344L, 344L, 345L, 345L, 346L, 346L,
> 346L, 346L, 347L, 347L, 347L, 347L, 347L, 347L, 348L, 348L, 348L,
> 348L, 348L, 348L, 348L, 348L, 348L, 349L, 349L, 349L, 349L, 349L,
> 350L, 350L, 351L, 351L, 351L, 351L, 352L, 352L, 352L, 352L, 352L,
> 352L, 352L, 352L, 352L, 352L, 352L, 352L, 352L, 352L, 352L, 353L,
> 353L, 353L, 353L, 353L, 353L, 353L, 353L, 353L, 353L, 353L, 353L,
> 353L, 353L, 353L, 353L, 354L, 354L, 355L, 355L, 356L, 356L, 356L,
> 356L, 356L, 356L, 357L, 357L, 357L, 357L, 357L, 357L, 357L, 357L,
> 357L, 357L, 357L, 357L, 358L, 358L, 358L, 358L, 358L, 358L, 358L,
> 358L, 358L, 358L, 358L, 358L, 359L, 359L, 359L, 359L, 359L, 359L,
> 359L, 359L, 359L, 359L, 359L, 359L, 359L, 360L, 360L, 360L, 360L,
> 360L, 360L, 360L, 360L, 360L, 360L, 360L, 361L, 361L, 361L, 361L,
> 361L, 362L, 362L, 362L, 362L, 362L, 363L, 363L, 363L, 363L, 364L,
> 364L, 364L, 364L, 364L, 364L, 365L, 365L, 365L, 365L, 365L, 366L,
> 366L, 366L, 366L, 366L, 366L, 366L, 366L, 366L, 367L, 367L, 367L,
> 367L, 367L, 367L, 368L, 368L, 368L, 368L, 368L, 368L, 369L, 369L,
> 369L, 369L, 369L, 370L, 370L, 371L, 371L, 371L, 371L, 371L, 371L,
> 371L, 372L, 372L, 372L, 372L, 372L, 372L, 372L, 373L, 373L, 374L,
> 374L, 374L, 374L, 375L, 375L, 376L, 376L, 376L, 376L, 377L, 377L,
> 377L, 377L, 377L, 377L, 377L, 377L, 377L, 377L, 377L, 377L, 377L,
> 377L, 377L, 378L, 378L, 378L, 379L, 379L, 379L, 379L, 379L, 379L,
> 379L, 379L, 380L, 380L, 380L, 380L, 380L, 380L, 380L, 380L, 380L,
> 380L, 380L, 380L, 380L, 381L, 381L, 381L, 381L, 381L, 381L, 381L,
> 381L, 381L, 381L, 381L, 381L, 382L, 382L, 382L, 383L, 383L, 383L,
> 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L,
> 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L,
> 385L, 385L, 385L, 385L, 385L, 386L, 386L, 386L, 386L, 386L, 387L,
> 387L, 388L, 388L, 389L, 389L, 389L, 389L, 390L, 390L, 390L, 390L,
> 390L, 390L, 390L, 390L, 390L, 390L, 390L, 390L, 390L, 390L, 391L,
> 391L, 391L, 391L, 391L, 391L, 391L, 391L, 392L, 392L, 392L, 392L,
> 392L, 392L, 393L, 393L, 393L, 393L, 393L, 393L, 393L, 393L, 393L,
> 393L, 394L, 394L, 394L, 395L, 395L, 395L, 395L, 396L, 396L, 396L,
> 396L, 396L, 396L, 396L, 397L, 397L, 397L, 397L, 397L, 397L, 397L,
> 397L, 397L, 397L, 397L, 398L, 398L, 399L, 399L, 399L, 400L, 400L,
> 400L, 401L, 401L, 402L, 402L, 402L, 402L, 402L, 403L, 403L, 403L,
> 403L, 403L, 403L, 403L, 404L, 404L, 404L, 404L, 404L, 404L, 405L,
> 405L, 405L, 405L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L,
> 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L,
> 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L,
> 407L, 407L, 407L, 407L, 407L, 407L, 408L, 408L, 409L, 409L, 410L,
> 410L, 410L, 411L, 411L, 411L, 411L, 411L, 411L, 411L, 412L, 412L,
> 412L, 412L, 412L, 412L, 412L, 412L, 412L, 412L, 412L, 412L, 412L,
> 412L, 412L, 412L, 413L, 413L, 413L, 413L, 414L, 414L, 414L, 415L,
> 415L, 416L, 416L, 417L, 417L, 417L, 417L, 417L, 418L, 418L, 418L,
> 419L, 419L, 419L, 419L, 419L, 419L, 419L, 419L, 420L, 420L, 420L,
> 420L, 420L, 420L, 420L, 421L, 421L, 421L, 422L, 422L, 422L, 422L,
> 422L, 423L, 423L, 423L, 423L, 423L, 423L, 423L, 424L, 424L, 424L,
> 424L, 424L, 424L, 424L, 424L, 424L, 424L, 424L, 424L, 424L, 424L,
> 424L, 424L, 424L, 424L, 424L, 425L, 425L, 425L, 425L, 425L, 425L,
> 425L, 425L, 425L, 425L, 425L, 425L, 426L, 426L, 426L, 426L, 426L,
> 426L, 426L, 426L, 426L, 427L, 427L, 427L, 428L, 428L, 428L, 428L,
> 428L, 429L, 429L, 429L, 429L, 429L, 429L, 429L, 429L, 429L, 429L,
> 429L, 429L, 429L, 429L, 430L, 430L, 431L, 431L, 431L, 431L, 431L,
> 431L, 431L, 431L, 431L, 431L, 431L, 431L, 431L, 431L, 431L, 432L,
> 432L, 433L, 433L, 434L, 434L, 434L, 434L, 435L, 435L, 436L, 436L,
> 436L, 436L, 436L, 436L, 436L, 436L, 436L, 436L, 436L, 436L, 436L,
> 437L, 437L, 437L, 438L, 438L, 438L, 438L, 438L, 438L, 438L, 438L,
> 439L, 439L, 439L, 439L, 439L, 439L, 439L, 439L, 439L, 439L, 439L,
> 440L, 440L, 440L, 440L, 440L, 440L, 441L, 441L, 441L, 442L, 442L,
> 442L, 442L, 443L, 443L, 443L, 443L, 443L, 443L, 443L, 443L, 443L,
> 443L, 444L, 444L, 444L, 444L, 444L, 444L, 445L, 445L, 445L, 445L,
> 445L, 445L, 445L, 445L, 446L, 446L, 447L, 447L, 447L, 447L, 448L,
> 448L, 449L, 449L, 449L, 450L, 450L, 450L, 450L, 451L, 451L, 452L,
> 452L, 452L, 452L, 452L, 452L, 452L, 452L, 452L, 452L, 452L, 452L,
> 453L, 453L, 453L, 453L, 453L, 454L, 454L, 454L, 454L, 454L, 454L,
> 454L, 454L, 454L, 454L, 454L, 454L, 454L, 454L, 454L, 454L, 454L,
> 455L, 455L, 455L, 456L, 456L, 457L, 457L, 457L, 457L, 457L, 457L,
> 457L, 457L, 457L, 457L, 458L, 458L), .Label = c("Aegean and Western Turkey sclerophyllous and mixed forests",
> "Albany thickets", "Albertine Rift montane forests", "Aleutian Islands tundra",
> "Allegheny Highlands forests", "Alps conifer and mixed forests",
> "Alto Paran\x88 Atlantic forests", "Amazon-Orinoco-Southern Caribbean mangroves",
> "Andaman Islands rain forests", "Angolan Miombo woodlands", "Angolan Mopane woodlands",
> "Angolan scarp savanna and woodlands", "Appalachian-Blue Ridge forests",
> "Apure-Villavicencio dry forests", "Arabian Desert and East Sahero-Arabian xeric shrublands",
> "Araucaria moist forests", "Araya and Paria xeric scrub", "Arnhem Land tropical savanna",
> "Atlantic Coast restingas", "Atlantic dry forests", "Atlantic Equatorial coastal forests",
> "Australian Alps montane grasslands", "Bahamian pine mosaic",
> "Bahamian-Antillean mangroves", "Bahia coastal forests", "Bahia interior forests",
> "Baj\xcdo dry forests", "Balkan mixed forests", "Balsas dry forests",
> "Baluchistan xeric woodlands", "Belizian pine forests", "Beni savanna",
> "Bering tundra", "Biak-Numfoor rain forests", "Blue Mountains forests",
> "Bolivian montane dry forests", "Bolivian Yungas", "Borneo lowland rain forests",
> "Borneo montane rain forests", "Borneo peat swamp forests", "Brahmaputra Valley semi-evergreen forests",
> "Brigalow tropical savanna", "Caatinga", "California interior chaparral and woodlands",
> "Cameroonian Highlands forests", "Campos Rupestres montane savanna",
> "Cantabrian mixed forests", "Cantebury-Otago tussock grasslands",
> "Cape York Peninsula tropical savanna", "Caqueta moist forests",
> "Cardamom Mountains rain forests", "Carolines tropical moist forests",
> "Carpathian montane forests", "Carpentaria tropical savanna",
> "Caspian Hyrcanian mixed forests", "Catatumbo moist forests",
> "Cauca Valley dry forests", "Cauca Valley montane forests", "Caucasus mixed forests",
> "Central Afghan Mountains xeric woodlands", "Central American Atlantic moist forests",
> "Central American dry forests", "Central American montane forests",
> "Central American pine-oak forests", "Central Anatolian steppe and woodlands",
> "Central Andean dry puna", "Central Andean puna", "Central Andean wet puna",
> "Central Asian northern desert", "Central China loess plateau mixed forests",
> "Central Congolian lowland forests", "Central Deccan Plateau dry deciduous forests",
> "Central European mixed forests", "Central forest-grasslands transition",
> "Central Indochina dry forests", "Central Korean deciduous forests",
> "Central Mexican matorral", "Central Persian desert basins",
> "Central Range montane rain forests", "Central Range sub-alpine grasslands",
> "Central Ranges xeric scrub", "Central Tibetan Plateau alpine steppe",
> "Central U.S. hardwood forests", "Central Zambezian Miombo woodlands",
> "Cerrado", "Changjiang Plain evergreen forests", "Chao Phraya freshwater swamp forests",
> "Chao Phraya lowland moist deciduous forests", "Chhota-Nagpur dry deciduous forests",
> "Chiapas Depression dry forests", "Chiapas montane forests",
> "Chihuahuan desert", "Chilean matorral", "Chiquitano dry forests",
> "Choc\x84-Dari_n moist forests", "Colorado Plateau shrublands",
> "Colorado Rockies forests", "Comoros forests", "Cordillera Central p\x88ramo",
> "Cordillera La Costa montane forests", "Cordillera Oriental montane forests",
> "Costa Rican seasonal moist forests", "Crete Mediterranean forests",
> "Cross-Sanaga-Bioko coastal forests", "Cuban dry forests", "Cuban moist forests",
> "Cuban pine forests", "Cyprus Mediterranean forests", "Daba Mountains evergreen forests",
> "Deccan thorn scrub forests", "Dinaric Mountains mixed forests",
> "Drakensberg alti-montane grasslands and woodlands", "Drakensberg montane grasslands, woodlands and forests",
> "Dry Chaco", "East African mangroves", "East African montane forests",
> "East African montane moorlands", "East Central Texas forests",
> "East Deccan dry-evergreen forests", "East Saharan montane xeric woodlands",
> "East Sudanian savanna", "Eastern Anatolian deciduous forests",
> "Eastern Anatolian montane steppe", "Eastern Arc forests", "Eastern Australia mulga shrublands",
> "Eastern Australian temperate forests", "Eastern Canadian forests",
> "Eastern Congolian swamp forests", "Eastern Cordillera real montane forests",
> "Eastern Great Lakes lowland forests", "Eastern Guinean forests",
> "Eastern highlands moist deciduous forests", "Eastern Himalayan alpine shrub and meadows",
> "Eastern Himalayan broadleaf forests", "Eastern Himalayan subalpine conifer forests",
> "Eastern Java-Bali montane rain forests", "Eastern Java-Bali rain forests",
> "Eastern Mediterranean conifer-sclerophyllous-broadleaf forests",
> "Eastern Miombo woodlands", "Eastern Panamanian montane forests",
> "Eastern Zimbabwe montane forest-grassland mosaic", "Ecuadorian dry forests",
> "Edwards Plateau savanna", "Elburz Range forest steppe", "Esperance mallee",
> "Espinal", "Ethiopian montane forests", "Ethiopian montane grasslands and woodlands",
> "Ethiopian montane moorlands", "Fernando de Noronha-Atol das Rocas moist forests",
> "Fiji tropical dry forests", "Fiji tropical moist forests", "Gissaro-Alai open woodlands",
> "Goadavari-Krishna mangroves", "Great Sandy-Tanami desert", "Great Victoria desert",
> "Greater Negros-Panay rain forests", "Guayaquil flooded grasslands",
> "Guianan Highlands moist forests", "Guianan moist forests", "Guianan piedmont and lowland moist forests",
> "Guianan savanna", "Guinean forest-savanna mosaic", "Guinean mangroves",
> "Guinean montane forests", "Guizhou Plateau broadleaf and mixed forests",
> "Gulf of Oman desert and semi-desert", "Hainan Island monsoon rain forests",
> "Hawaii tropical dry forests", "Hawaii tropical moist forests",
> "Hengduan Mountains subalpine conifer forests", "High Monte",
> "Highveld grasslands", "Himalayan subtropical broadleaf forests",
> "Himalayan subtropical pine forests", "Hispaniolan dry forests",
> "Hispaniolan moist forests", "Hispaniolan pine forests", "Hobyo grasslands and shrublands",
> "Honshu alpine conifer forests", "Huang He Plain mixed forests",
> "Humid Chaco", "Humid Pampas", "Huon Peninsula montane rain forests",
> "Iberian sclerophyllous and semi-deciduous forests", "Illyrian deciduous forests",
> "Indochina mangroves", "Iquitos varze\x88", "Irrawaddy dry forests",
> "Irrawaddy moist deciduous forests", "Isthmian-Atlantic moist forests",
> "Isthmian-Pacific moist forests", "Italian sclerophyllous and semi-deciduous forests",
> "Jamaican moist forests", "Japur\x88-Solimoes-Negro moist forests",
> "Jarrah-Karri forest and shrublands", "Jian Nan subtropical evergreen forests",
> "Jos Plateau forest-grassland mosaic", "Juru\x88-Purus moist forests",
> "Kalaallit Nunaat low arctic tundra", "Kalahari Acacia-Baikiaea woodlands",
> "Kalahari xeric savanna", "Kamchatka-Kurile taiga", "Karakoram-West Tibetan Plateau alpine steppe",
> "Kayah-Karen montane rain forests", "Khathiar-Gir dry deciduous forests",
> "Kimberly tropical savanna", "Kinabalu montane alpine meadows",
> "Klamath-Siskiyou forests", "Kopet Dag woodlands and forest steppe",
> "Kuh Rud and Eastern Iran montane woodlands", "KwaZulu-Cape coastal forest mosaic",
> "La Costa xeric shrublands", "Lake", "Llanos", "Low Monte", "Lower Gangetic Plains moist deciduous forests",
> "Lowland fynbos and renosterveld", "Luang Prabang montane rain forests",
> "Luzon montane rain forests", "Luzon rain forests", "Luzon tropical pine forests",
> "Madagascar dry deciduous forests", "Madagascar ericoid thickets",
> "Madagascar lowland forests", "Madagascar subhumid forests",
> "Madagascar succulent woodlands", "Madeira-Tapaj\x84s moist forests",
> "Magdalena Valley dry forests", "Magdalena Valley montane forests",
> "Magdalena-Urab\x88 moist forests", "Magellanic subpolar forests",
> "Malabar Coast moist forests", "Maputaland coastal forest mosaic",
> "Maputaland-Pondoland bushland and thickets", "Mara_\x84n dry forests",
> "Maranh?o Baba\x8du forests", "Masai xeric grasslands and shrublands",
> "Mascarene forests", "Mato Grosso seasonal forests", "Mediterranean dry woodlands and steppe",
> "Mediterranean woodlands and forests", "Meghalaya subtropical forests",
> "Meseta Central matorral", "Mesoamerican Gulf-Caribbean mangroves",
> "Mesopotamian shrub desert", "Middle Atlantic coastal forests",
> "Middle East steppe", "Mindanao-Eastern Visayas rain forests",
> "Mindoro rain forests", "Mitchell grass downs", "Mizoram-Manipur-Kachin rain forests",
> "Mongolian-Manchurian grassland", "Montane fynbos and renosterveld",
> "Monte Alegre varze\x88", "Murray-Darling woodlands and mallee",
> "Myanmar Coast mangroves", "Myanmar coastal rain forests", "Nama Karoo",
> "Nansei Islands subtropical evergreen forests", "Napo moist forests",
> "Narmada Valley dry deciduous forests", "Negro-Branco moist forests",
> "New Britain-New Ireland lowland rain forests", "New Caledonia dry forests",
> "New Caledonia rain forests", "New England-Acadian forests",
> "New Guinea mangroves", "Nigerian lowland forests", "Nihonkai montane deciduous forests",
> "North Island temperate forests", "North Saharan steppe and woodlands",
> "North Western Ghats moist deciduous forests", "North Western Ghats montane rain forests",
> "Northeast India-Myanmar pine forests", "Northeastern coastal forests",
> "Northeastern Congolian lowland forests", "Northeastern Himalayan subalpine conifer forests",
> "Northeastern Spain and Southern France Mediterranean forests",
> "Northern Acacia-Commiphora bushlands and thickets", "Northern Anatolian conifer and deciduous forests",
> "Northern Andean p\x88ramo", "Northern Annamites rain forests",
> "Northern Congolian forest-savanna mosaic", "Northern dry deciduous forests",
> "Northern Indochina subtropical forests", "Northern New Guinea lowland rain and freshwater swamp forests",
> "Northern New Guinea montane rain forests", "Northern Thailand-Laos moist deciduous forests",
> "Northern Triangle subtropical forests", "Northern Zanzibar-Inhambane coastal forest mosaic",
> "Northland temperate kauri forests", "Northwestern Andean montane forests",
> "Northwestern Congolian lowland forests", "Northwestern Himalayan alpine shrub and meadows",
> "Northwestern thorn scrub forests", "Nujiang Langcang Gorge alpine conifer and mixed forests",
> "Oaxacan montane forests", "Orinoco Delta swamp forests", "Panamanian dry forests",
> "Pannonian mixed forests", "Pantanal", "Pantepui", "Paropamisus xeric woodlands",
> "Patagonian steppe", "Peninsular Malaysian montane rain forests",
> "Peninsular Malaysian rain forests", "Pernambuco coastal forests",
> "Peruvian Yungas", "Pet_n-Veracruz moist forests", "Pilbara shrublands",
> "Pindus Mountains mixed forests", "Piney Woods forests", "Pontic steppe",
> "Puerto Rican dry forests", "Puerto Rican moist forests", "Purus-Madeira moist forests",
> "Qilian Mountains conifer forests", "Qin Ling Mountains deciduous forests",
> "Qionglai-Minshan conifer forests", "Queensland tropical rain forests",
> "Red Sea Nubo-Sindian tropical desert and semi-desert", "Registan-North Pakistan sandy desert",
> "Richmond temperate forests", "Rio Negro campinarana", "Rodope montane mixed forests",
> "Sahara desert", "Saharan flooded grasslands", "Sahelian Acacia savanna",
> "Samoan tropical moist forests", "Sao Tome, Principe and Annobon moist lowland forests",
> "Scandinavian and Russian taiga", "Scandinavian Montane Birch forest and grasslands",
> "Sechura desert", "Serengeti volcanic grasslands", "Serra do Mar coastal forests",
> "Sierra de los Tuxtlas", "Sierra Madre de Chiapas moist forests",
> "Sierra Madre de Oaxaca pine-oak forests", "Sierra Madre del Sur pine-oak forests",
> "Sierra Madre Occidental pine-oak forests", "Sierra Madre Oriental pine-oak forests",
> "Sierra Nevada forests", "Simpson desert", "Sin\xec Valley dry forests",
> "Solim?es-Japur\x88 moist forests", "Solomon Islands rain forests",
> "Somali Acacia-Commiphora bushlands and thickets", "South American Pacific mangroves",
> "South Appenine mixed montane forests", "South Central Rockies forests",
> "South China-Vietnam subtropical evergreen forests", "South Deccan Plateau dry deciduous forests",
> "South Florida rocklands", "South Iran Nubo-Sindian desert and semi-desert",
> "South Island montane grasslands", "South Malawi montane forest-grassland mosaic",
> "South Western Ghats moist deciduous forests", "South Western Ghats montane rain forests",
> "Southeast Australia temperate forests", "Southeast Australia temperate savanna",
> "Southeast Tibet shrublands and meadows", "Southeastern conifer forests",
> "Southeastern Indochina dry evergreen forests", "Southeastern mixed forests",
> "Southeastern Papuan rain forests", "Southern Acacia-Commiphora bushlands and thickets",
> "Southern Africa bushveld", "Southern Anatolian montane conifer and deciduous forests",
> "Southern Andean steppe", "Southern Andean Yungas", "Southern Atlantic mangroves",
> "Southern Cone Mesopotamian savanna", "Southern Congolian forest-savanna mosaic",
> "Southern Great Lakes forests", "Southern Mesoamerican Pacific mangroves",
> "Southern Miombo woodlands", "Southern New Guinea freshwater swamp forests",
> "Southern New Guinea lowland rain forests", "Southern Pacific dry forests",
> "Southern Rift montane forest-grassland mosaic", "Southern Vietnam lowland dry forests",
> "Southern Zanzibar-Inhambane coastal forest mosaic", "Southwest Amazon moist forests",
> "Southwest Australia savanna", "Southwest Australia woodlands",
> "Southwest Iberian Mediterranean sclerophyllous and mixed forests",
> "Southwestern Arabian foothills savanna", "Southwestern Arabian montane woodlands",
> "Sri Lanka dry-zone dry evergreen forests", "Sri Lanka lowland rain forests",
> "Sri Lanka montane rain forests", "Succulent Karoo", "Sulawesi lowland rain forests",
> "Sulawesi montane rain forests", "Sumatran lowland rain forests",
> "Sumatran montane rain forests", "Sumatran peat swamp forests",
> "Sunda Shelf mangroves", "Sundaland heath forests", "Sundarbans freshwater swamp forests",
> "Swan Coastal Plain Scrub and Woodlands", "Taiheiyo evergreen forests",
> "Taiheiyo montane deciduous forests", "Taiwan subtropical evergreen forests",
> "Talamancan montane forests", "Tamaulipan matorral", "Tamaulipan mezquital",
> "Tapaj\x84s-Xingu moist forests", "Tasmanian Central Highland forests",
> "Tehuac\x88n Valley matorral", "Tenasserim-South Thailand semi-evergreen rain forests",
> "Terai-Duar savanna and grasslands", "Texas blackland prairies",
> "Tian Shan foothill arid steppe", "Tian Shan montane steppe and meadows",
> "Tirari-Sturt stony desert", "Tocantins/Pindare moist forests",
> "Trans-Mexican Volcanic Belt pine-oak forests", "Trinidad and Tobago moist forests",
> "Tumbes-Piura dry forests", "Tyrrhenian-Adriatic Sclerophyllous and mixed forests",
> "Uatuma-Trombetas moist forests", "Ucayali moist forests", "Upper Gangetic Plains moist deciduous forests",
> "Uruguayan savanna", "Valdivian temperate forests", "Vanuatu rain forests",
> "Venezuelan Andes montane forests", "Veracruz dry forests", "Victoria Basin forest-savanna mosaic",
> "Victoria Plains tropical savanna", "Vogelkop montane rain forests",
> "Vogelkop-Aru lowland rain forests", "Wasatch and Uinta montane forests",
> "West Sudanian savanna", "Western Australian Mulga shrublands",
> "Western Congolian forest-savanna mosaic", "Western Ecuador moist forests",
> "Western Guinean lowland forests", "Western Gulf coastal grasslands",
> "Western Himalayan alpine shrub and Meadows", "Western Himalayan broadleaf forests",
> "Western Himalayan subalpine conifer forests", "Western Java montane rain forests",
> "Western Java rain forests", "Western short grasslands", "Wyoming Basin shrub steppe",
> "Xingu-Tocantins-Araguaia moist forests", "Yarlung Tsangpo arid steppe",
> "Yucat\x88n moist forests", "Yunnan Plateau subtropical evergreen forests",
> "Zagros Mountains forest steppe", "Zambezian and Mopane woodlands",
> "Zambezian Baikiaea woodlands", "Zambezian Cryptosepalum dry forests",
> "Zambezian flooded grasslands", "Zambezian halophytics"), class = "factor"),
> Order = structure(c(1L, 2L, 2L, 2L, 5L, 7L, 7L, 7L, 2L, 2L,
> 7L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 2L,
> 7L, 7L, 7L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 1L, 1L, 1L, 1L, 2L, 2L, 7L, 7L, 1L, 7L,
> 8L, 1L, 2L, 2L, 5L, 7L, 2L, 2L, 2L, 5L, 7L, 7L, 7L, 2L, 2L,
> 7L, 2L, 2L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L,
> 7L, 7L, 7L, 2L, 7L, 1L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 8L, 2L, 2L, 2L, 7L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 8L, 7L, 7L, 7L, 2L, 7L,
> 7L, 1L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 6L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L,
> 5L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 7L, 7L, 2L, 2L, 2L, 4L, 5L,
> 5L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 5L, 7L, 2L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 7L, 7L, 2L, 2L, 2L, 7L, 7L,
> 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L,
> 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 4L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L,
> 8L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 2L, 2L, 7L,
> 3L, 7L, 7L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L,
> 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 5L, 7L,
> 7L, 8L, 1L, 2L, 2L, 2L, 2L, 2L, 8L, 8L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 6L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 2L, 2L, 3L, 7L, 7L, 7L, 7L, 8L, 1L, 4L, 7L,
> 7L, 7L, 1L, 2L, 7L, 2L, 7L, 8L, 2L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 5L, 7L, 2L, 2L, 2L, 3L, 6L, 7L, 7L, 7L,
> 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 3L, 7L, 7L, 7L, 5L, 7L, 7L, 7L, 5L, 5L, 7L, 2L, 2L, 2L,
> 2L, 2L, 2L, 7L, 7L, 2L, 2L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 2L,
> 2L, 2L, 2L, 2L, 2L, 3L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 3L, 4L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 1L, 2L, 5L, 7L, 7L, 7L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 2L,
> 2L, 2L, 2L, 2L, 7L, 7L, 2L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L,
> 7L, 7L, 8L, 2L, 2L, 2L, 4L, 7L, 7L, 8L, 8L, 2L, 2L, 7L, 7L,
> 7L, 7L, 7L, 7L, 8L, 1L, 1L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 1L, 7L, 2L, 2L, 2L, 2L,
> 2L, 2L, 4L, 5L, 5L, 7L, 7L, 7L, 7L, 7L, 2L, 5L, 5L, 1L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 8L,
> 8L, 8L, 2L, 2L, 2L, 7L, 7L, 8L, 2L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 8L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 4L, 4L, 6L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 1L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 7L, 1L, 1L,
> 1L, 1L, 2L, 2L, 4L, 7L, 7L, 7L, 8L, 1L, 2L, 2L, 3L, 7L, 7L,
> 7L, 7L, 2L, 2L, 3L, 5L, 7L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 4L, 7L, 2L, 2L,
> 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L, 7L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 1L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 1L, 2L, 1L, 2L,
> 2L, 5L, 8L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 7L,
> 7L, 7L, 7L, 2L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 7L, 1L, 2L, 2L,
> 2L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 8L, 2L, 7L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L,
> 7L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L,
> 2L, 7L, 7L, 7L, 1L, 2L, 7L, 8L, 7L, 7L, 7L, 2L, 4L, 7L, 7L,
> 7L, 7L, 7L, 8L, 8L, 2L, 2L, 5L, 2L, 2L, 2L, 2L, 2L, 2L, 7L,
> 7L, 7L, 8L, 8L, 2L, 2L, 2L, 5L, 7L, 1L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 8L, 8L, 7L, 7L, 7L, 7L,
> 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 7L, 7L,
> 2L, 2L, 7L, 7L, 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,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 4L, 6L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 5L, 7L, 8L, 8L, 1L, 2L,
> 2L, 2L, 3L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 1L,
> 2L, 2L, 2L, 7L, 7L, 1L, 1L, 2L, 2L, 2L, 4L, 7L, 7L, 7L, 7L,
> 7L, 8L, 1L, 2L, 2L, 2L, 2L, 2L, 7L, 2L, 4L, 5L, 7L, 1L, 2L,
> 2L, 2L, 2L, 2L, 5L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 7L, 7L, 2L,
> 2L, 2L, 2L, 2L, 2L, 7L, 7L, 8L, 1L, 2L, 2L, 7L, 7L, 7L, 7L,
> 7L, 7L, 5L, 5L, 7L, 2L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 5L,
> 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 5L, 7L, 7L, 2L, 7L, 7L,
> 7L, 2L, 7L, 7L, 2L, 2L, 7L, 7L, 2L, 2L, 7L, 2L, 2L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 1L, 1L, 2L, 2L, 1L, 6L, 1L, 1L, 1L, 1L,
> 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 1L, 1L, 1L, 1L, 1L, 1L,
> 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L,
> 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 4L, 5L, 7L, 7L, 7L, 7L, 7L,
> 8L, 2L, 4L, 7L, 2L, 2L, 8L, 8L, 2L, 7L, 7L, 7L, 2L, 2L, 3L,
> 7L, 7L, 7L, 7L, 7L, 8L, 4L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L,
> 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 7L, 2L,
> 7L, 7L, 8L, 8L, 1L, 1L, 2L, 3L, 7L, 7L, 7L, 7L, 7L, 8L, 2L,
> 2L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L,
> 2L, 2L, 2L, 7L, 7L, 2L, 3L, 7L, 2L, 7L, 7L, 7L, 7L, 7L, 7L,
> 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L,
> 7L, 7L, 8L, 2L, 2L, 7L, 2L, 2L, 2L, 7L, 7L, 1L, 1L, 1L, 2L,
> 7L, 8L, 1L, 2L, 6L, 6L, 7L, 7L, 8L, 7L, 7L, 7L, 8L, 8L, 1L,
> 2L, 2L, 7L, 7L, 7L, 8L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 6L, 6L, 7L, 7L, 7L, 7L, 1L, 1L, 1L, 1L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 2L, 6L,
> 7L, 7L, 1L, 2L, 2L, 7L, 7L, 2L, 2L, 7L, 7L, 1L, 7L, 7L, 7L,
> 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 7L, 2L, 4L, 7L, 7L, 2L, 2L,
> 7L, 7L, 2L, 2L, 7L, 7L, 7L, 1L, 5L, 7L, 7L, 7L, 1L, 1L, 1L,
> 2L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 8L,
> 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 5L, 5L, 7L, 5L, 5L, 2L,
> 2L, 2L, 2L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 7L, 7L,
> 7L, 7L, 7L, 8L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 1L, 2L, 3L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 1L, 4L, 7L, 7L, 8L, 2L,
> 2L, 7L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 2L,
> 2L, 2L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 8L, 8L, 2L, 2L,
> 2L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L,
> 7L, 7L, 7L, 8L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 4L, 7L, 7L, 7L, 8L, 2L, 4L, 5L, 8L, 2L, 2L, 2L, 2L, 2L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L,
> 4L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 2L, 2L, 2L, 3L, 7L,
> 8L, 8L, 8L, 2L, 2L, 7L, 7L, 8L, 2L, 2L, 2L, 7L, 2L, 2L, 3L,
> 7L, 8L, 7L, 7L, 2L, 2L, 2L, 7L, 7L, 2L, 2L, 7L, 7L, 7L, 7L,
> 7L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 7L, 1L, 1L, 2L, 2L, 7L,
> 7L, 7L, 7L, 7L, 2L, 2L, 2L, 5L, 7L, 7L, 2L, 7L, 7L, 7L, 7L,
> 7L, 7L, 2L, 2L, 7L, 7L, 7L, 2L, 7L, 2L, 3L, 7L, 2L, 2L, 2L,
> 7L, 7L, 7L, 7L, 7L, 2L, 4L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L,
> 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L,
> 7L, 7L, 2L, 2L, 7L, 2L, 7L, 7L, 7L, 7L, 7L, 8L, 4L, 7L, 7L,
> 8L, 7L, 7L, 7L, 7L, 8L, 2L, 2L, 2L, 7L, 2L, 4L, 7L, 7L, 7L,
> 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 6L,
> 6L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 1L, 2L, 2L, 3L, 7L, 7L, 7L,
> 8L, 1L, 1L, 2L, 2L, 2L, 4L, 7L, 7L, 1L, 2L, 7L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 7L, 7L, 7L, 1L, 7L, 2L, 2L, 8L, 2L, 7L, 7L,
> 7L, 2L, 7L, 7L, 7L, 7L, 2L, 2L, 7L, 8L, 8L, 8L, 8L, 2L, 2L,
> 3L, 4L, 7L, 7L, 8L, 8L, 8L, 8L, 2L, 7L, 8L, 7L, 7L, 7L, 7L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 8L, 8L, 1L, 7L,
> 7L, 2L, 2L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 8L, 1L,
> 2L, 2L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 7L, 7L, 7L,
> 7L, 7L, 7L, 2L, 7L, 7L, 1L, 1L, 2L, 2L, 2L, 2L, 4L, 5L, 7L,
> 7L, 7L, 7L, 7L, 8L, 2L, 7L, 7L, 7L, 1L, 1L, 1L, 1L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 8L,
> 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 8L, 1L, 2L, 2L, 2L, 2L,
> 2L, 7L, 8L, 2L, 7L, 7L, 8L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 5L,
> 7L, 7L, 7L, 7L, 7L, 7L, 8L, 7L, 7L, 1L, 1L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 6L, 6L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 1L, 2L, 2L, 2L, 2L,
> 2L, 2L, 3L, 7L, 8L, 5L, 7L, 7L, 7L, 7L, 1L, 7L, 7L, 7L, 7L,
> 1L, 2L, 2L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 7L,
> 2L, 2L, 7L, 2L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 6L, 7L,
> 7L, 7L, 7L, 7L, 2L, 5L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 1L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 4L, 4L, 5L, 7L, 7L, 7L, 7L, 8L, 2L,
> 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 4L,
> 4L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 2L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 7L, 1L, 2L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 7L, 7L, 2L, 2L,
> 2L, 3L, 7L, 7L, 2L, 7L, 5L, 7L, 7L, 7L, 2L, 4L, 7L, 7L, 7L,
> 7L, 2L, 2L, 2L, 7L, 7L, 7L, 2L, 2L, 5L, 7L, 2L, 2L, 2L, 5L,
> 7L, 7L, 7L, 7L, 2L, 7L, 2L, 8L, 7L, 7L, 7L, 7L, 2L, 2L, 7L,
> 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L, 1L, 1L, 1L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 2L, 2L, 2L, 2L, 2L, 7L,
> 7L, 7L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 7L,
> 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 2L, 2L,
> 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 4L, 1L, 2L, 6L, 7L,
> 2L, 2L, 2L, 2L, 2L, 7L, 2L, 2L, 2L, 3L, 4L, 5L, 7L, 7L, 7L,
> 1L, 1L, 3L, 7L, 7L, 2L, 2L, 5L, 7L, 7L, 7L, 1L, 2L, 2L, 2L,
> 3L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 1L, 2L, 2L, 2L,
> 2L, 4L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 8L, 2L, 7L, 2L,
> 5L, 2L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 4L, 7L,
> 7L, 7L, 7L, 8L, 2L, 2L, 2L, 2L, 2L, 4L, 4L, 5L, 7L, 8L, 8L,
> 8L, 1L, 1L, 2L, 2L, 2L, 7L, 7L, 7L, 8L, 8L, 8L, 8L, 8L, 2L,
> 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 7L,
> 2L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 4L, 5L, 8L,
> 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 8L, 1L,
> 2L, 2L, 2L, 7L, 7L, 2L, 2L, 2L, 2L, 3L, 7L, 1L, 2L, 2L, 5L,
> 7L, 7L, 7L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 7L,
> 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 1L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 8L, 2L,
> 7L, 7L, 2L, 2L, 2L, 2L, 7L, 7L, 8L, 8L, 2L, 2L, 2L, 2L, 2L,
> 5L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 7L,
> 7L, 7L, 7L, 7L, 8L, 1L, 2L, 7L, 4L, 7L, 7L, 1L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 6L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 2L, 2L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 7L, 2L, 7L,
> 2L, 7L, 2L, 2L, 7L, 7L, 2L, 2L, 2L, 2L, 3L, 5L, 7L, 7L, 7L,
> 7L, 7L, 7L, 8L, 8L, 2L, 3L, 7L, 7L, 7L, 7L, 8L, 8L, 2L, 2L,
> 7L, 7L, 7L, 8L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 5L, 7L, 7L, 2L,
> 2L, 7L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 7L, 7L, 7L, 1L, 2L,
> 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 2L, 8L, 2L, 2L, 8L, 2L,
> 2L, 7L, 2L, 7L, 2L, 2L, 7L, 7L, 7L, 5L, 7L, 7L, 7L, 7L, 7L,
> 7L, 5L, 7L, 7L, 7L, 7L, 7L, 1L, 7L, 7L, 7L, 1L, 1L, 1L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 4L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 5L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 7L, 7L,
> 7L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 3L, 5L, 7L, 7L, 7L, 7L,
> 7L, 8L, 1L, 2L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 2L, 2L,
> 7L, 7L, 7L, 2L, 2L, 7L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 2L,
> 2L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 7L, 1L, 2L, 2L, 2L, 2L, 1L,
> 2L, 2L, 2L, 2L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 3L, 4L, 6L, 7L, 7L, 7L, 8L, 8L, 1L, 2L, 2L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L,
> 7L, 4L, 7L, 7L, 2L, 2L, 2L, 2L, 7L, 1L, 1L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 3L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L,
> 2L, 7L, 8L, 7L, 7L, 2L, 2L, 2L, 2L, 3L, 4L, 5L, 7L, 7L, 7L,
> 7L, 8L, 8L, 7L, 7L, 7L, 2L, 2L, 2L, 3L, 7L, 7L, 8L, 8L, 1L,
> 2L, 2L, 2L, 2L, 3L, 6L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 5L,
> 8L, 7L, 7L, 7L, 1L, 2L, 7L, 7L, 1L, 1L, 4L, 5L, 7L, 7L, 7L,
> 7L, 7L, 7L, 1L, 1L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L,
> 2L, 7L, 1L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L,
> 7L, 8L, 2L, 4L, 1L, 2L, 2L, 2L, 2L, 5L, 7L, 7L, 7L, 8L, 8L,
> 8L, 2L, 2L, 2L, 5L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 5L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 8L, 2L, 2L, 1L, 1L,
> 2L, 2L, 2L, 2L, 7L, 7L, 7L, 8L, 2L, 2L), .Label = c("Alismatales",
> "Asparagales", "Commelinales", "Dioscoreales", "Liliales",
> "Pandanales", "Poales", "Zingiberales"), class = "factor"),
> Family = structure(c(6L, 4L, 7L, 23L, 11L, 30L, 30L, 30L,
> 22L, 23L, 16L, 5L, 18L, 29L, 29L, 29L, 29L, 17L, 16L, 16L,
> 16L, 16L, 16L, 31L, 29L, 30L, 16L, 30L, 4L, 29L, 6L, 6L,
> 6L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 9L, 8L, 8L, 8L, 16L, 16L, 16L, 19L, 30L, 30L,
> 30L, 30L, 30L, 6L, 6L, 6L, 6L, 29L, 29L, 16L, 30L, 6L, 16L,
> 35L, 6L, 7L, 29L, 20L, 16L, 7L, 29L, 29L, 20L, 16L, 16L,
> 30L, 29L, 29L, 19L, 7L, 7L, 30L, 23L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 8L, 8L, 8L, 19L, 30L, 30L, 29L, 16L, 6L, 12L,
> 16L, 16L, 30L, 30L, 30L, 30L, 30L, 30L, 30L, 35L, 29L, 29L,
> 29L, 30L, 29L, 29L, 29L, 29L, 8L, 8L, 8L, 16L, 19L, 30L,
> 30L, 30L, 30L, 6L, 18L, 18L, 29L, 29L, 35L, 16L, 16L, 30L,
> 29L, 30L, 30L, 6L, 8L, 30L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 8L, 8L, 8L, 8L, 8L, 8L, 16L, 30L, 30L, 6L,
> 29L, 29L, 29L, 29L, 29L, 29L, 33L, 8L, 8L, 16L, 16L, 19L,
> 30L, 30L, 30L, 30L, 34L, 29L, 29L, 29L, 29L, 29L, 24L, 16L,
> 30L, 30L, 30L, 6L, 4L, 23L, 30L, 30L, 29L, 29L, 29L, 17L,
> 24L, 24L, 8L, 8L, 8L, 8L, 16L, 30L, 30L, 30L, 30L, 6L, 24L,
> 30L, 29L, 8L, 16L, 34L, 8L, 30L, 30L, 30L, 6L, 29L, 16L,
> 30L, 3L, 7L, 29L, 8L, 8L, 8L, 30L, 3L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 12L,
> 8L, 8L, 8L, 16L, 16L, 30L, 30L, 30L, 30L, 30L, 6L, 6L, 6L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 9L, 17L, 16L, 16L, 16L, 19L, 30L,
> 30L, 30L, 30L, 35L, 35L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 30L, 29L, 29L, 16L, 12L, 16L, 30L, 29L, 16L,
> 16L, 30L, 30L, 30L, 30L, 6L, 29L, 29L, 29L, 29L, 29L, 29L,
> 8L, 8L, 8L, 8L, 8L, 16L, 16L, 19L, 30L, 30L, 32L, 24L, 30L,
> 30L, 35L, 6L, 29L, 29L, 29L, 29L, 29L, 28L, 35L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 33L, 33L, 8L, 8L, 8L, 16L,
> 30L, 34L, 4L, 16L, 16L, 16L, 30L, 30L, 30L, 30L, 29L, 29L,
> 12L, 16L, 30L, 30L, 30L, 35L, 6L, 9L, 8L, 30L, 34L, 6L, 29L,
> 16L, 29L, 30L, 35L, 4L, 30L, 30L, 30L, 16L, 16L, 30L, 30L,
> 30L, 30L, 30L, 30L, 24L, 30L, 29L, 29L, 29L, 12L, 15L, 8L,
> 8L, 16L, 6L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 12L, 8L, 8L, 19L, 24L, 30L,
> 30L, 30L, 24L, 24L, 30L, 29L, 29L, 29L, 29L, 29L, 29L, 8L,
> 30L, 29L, 29L, 12L, 8L, 8L, 16L, 30L, 30L, 30L, 29L, 29L,
> 29L, 29L, 29L, 29L, 12L, 8L, 8L, 30L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 12L, 17L, 15L, 8L, 8L, 8L,
> 16L, 30L, 30L, 30L, 30L, 6L, 7L, 11L, 30L, 16L, 30L, 3L,
> 3L, 8L, 8L, 16L, 16L, 30L, 30L, 3L, 29L, 29L, 29L, 29L, 8L,
> 8L, 7L, 30L, 16L, 30L, 30L, 5L, 18L, 29L, 16L, 30L, 30L,
> 35L, 5L, 29L, 29L, 17L, 16L, 16L, 35L, 35L, 4L, 29L, 16L,
> 16L, 16L, 30L, 30L, 30L, 35L, 6L, 6L, 29L, 29L, 29L, 29L,
> 17L, 16L, 16L, 16L, 16L, 16L, 30L, 30L, 30L, 30L, 35L, 35L,
> 35L, 6L, 30L, 29L, 29L, 29L, 29L, 29L, 29L, 17L, 24L, 24L,
> 8L, 30L, 30L, 30L, 30L, 23L, 24L, 24L, 6L, 25L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 12L, 10L, 16L, 16L, 19L, 30L, 30L,
> 35L, 35L, 35L, 29L, 29L, 29L, 10L, 30L, 35L, 29L, 16L, 30L,
> 30L, 30L, 30L, 30L, 30L, 16L, 16L, 16L, 30L, 30L, 6L, 6L,
> 5L, 5L, 5L, 5L, 7L, 18L, 18L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 17L, 16L, 16L, 16L, 16L, 16L,
> 16L, 16L, 16L, 16L, 16L, 16L, 16L, 19L, 30L, 30L, 30L, 30L,
> 35L, 6L, 3L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 9L, 17L, 33L, 33L, 8L,
> 8L, 8L, 8L, 8L, 8L, 8L, 8L, 16L, 16L, 16L, 16L, 16L, 16L,
> 16L, 19L, 19L, 19L, 30L, 30L, 30L, 30L, 30L, 30L, 34L, 34L,
> 6L, 16L, 16L, 16L, 16L, 30L, 30L, 6L, 16L, 6L, 6L, 6L, 6L,
> 29L, 29L, 17L, 16L, 30L, 30L, 35L, 6L, 5L, 29L, 12L, 16L,
> 16L, 30L, 30L, 29L, 29L, 12L, 24L, 8L, 29L, 29L, 1L, 29L,
> 30L, 30L, 30L, 30L, 30L, 8L, 30L, 30L, 29L, 29L, 8L, 8L,
> 8L, 16L, 16L, 30L, 30L, 30L, 34L, 6L, 6L, 6L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 8L, 8L, 8L, 8L, 8L, 19L, 30L,
> 16L, 16L, 30L, 30L, 16L, 16L, 29L, 17L, 16L, 29L, 29L, 6L,
> 6L, 29L, 29L, 29L, 29L, 29L, 29L, 9L, 8L, 8L, 30L, 30L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 12L, 6L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 8L,
> 8L, 30L, 30L, 6L, 7L, 6L, 18L, 29L, 11L, 35L, 29L, 8L, 19L,
> 30L, 30L, 30L, 30L, 29L, 29L, 29L, 8L, 30L, 30L, 30L, 30L,
> 29L, 30L, 30L, 30L, 6L, 7L, 7L, 23L, 30L, 6L, 29L, 29L, 29L,
> 16L, 30L, 30L, 6L, 5L, 29L, 29L, 16L, 16L, 16L, 30L, 35L,
> 4L, 30L, 23L, 29L, 29L, 7L, 22L, 23L, 23L, 29L, 29L, 29L,
> 29L, 17L, 16L, 16L, 16L, 16L, 7L, 8L, 16L, 30L, 30L, 30L,
> 30L, 30L, 16L, 30L, 6L, 5L, 18L, 29L, 29L, 16L, 16L, 19L,
> 6L, 5L, 16L, 35L, 16L, 16L, 30L, 5L, 17L, 16L, 16L, 16L,
> 16L, 16L, 35L, 35L, 29L, 29L, 11L, 5L, 5L, 18L, 29L, 29L,
> 29L, 16L, 16L, 30L, 35L, 35L, 2L, 23L, 2L, 24L, 30L, 6L,
> 5L, 18L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 16L, 16L,
> 19L, 31L, 28L, 35L, 16L, 30L, 30L, 30L, 29L, 29L, 29L, 29L,
> 29L, 16L, 16L, 16L, 16L, 30L, 30L, 34L, 35L, 16L, 16L, 18L,
> 29L, 16L, 30L, 6L, 6L, 6L, 6L, 6L, 3L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 12L, 9L, 15L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
> 8L, 8L, 8L, 8L, 8L, 8L, 8L, 19L, 30L, 30L, 16L, 16L, 30L,
> 5L, 18L, 18L, 29L, 11L, 16L, 35L, 35L, 6L, 5L, 29L, 29L,
> 12L, 17L, 16L, 16L, 16L, 30L, 30L, 30L, 30L, 35L, 35L, 35L,
> 6L, 2L, 2L, 29L, 30L, 30L, 6L, 6L, 29L, 29L, 29L, 17L, 16L,
> 16L, 30L, 30L, 30L, 35L, 6L, 29L, 29L, 29L, 29L, 29L, 30L,
> 29L, 17L, 11L, 30L, 6L, 7L, 7L, 18L, 23L, 23L, 11L, 30L,
> 30L, 6L, 7L, 18L, 29L, 29L, 29L, 29L, 29L, 16L, 16L, 16L,
> 16L, 16L, 16L, 19L, 30L, 29L, 29L, 29L, 8L, 8L, 30L, 7L,
> 7L, 29L, 29L, 29L, 29L, 16L, 19L, 35L, 6L, 29L, 29L, 8L,
> 8L, 8L, 30L, 16L, 30L, 24L, 24L, 30L, 29L, 30L, 30L, 30L,
> 6L, 7L, 18L, 29L, 29L, 11L, 16L, 16L, 16L, 30L, 6L, 5L, 7L,
> 7L, 18L, 11L, 16L, 16L, 18L, 16L, 16L, 30L, 29L, 30L, 30L,
> 29L, 29L, 30L, 30L, 7L, 7L, 30L, 5L, 29L, 16L, 16L, 30L,
> 30L, 30L, 16L, 30L, 6L, 6L, 29L, 29L, 6L, 15L, 6L, 6L, 6L,
> 6L, 29L, 29L, 29L, 29L, 8L, 8L, 8L, 16L, 30L, 6L, 6L, 6L,
> 6L, 6L, 6L, 29L, 29L, 29L, 29L, 29L, 29L, 16L, 16L, 16L,
> 16L, 19L, 30L, 30L, 30L, 6L, 29L, 29L, 29L, 29L, 29L, 9L,
> 8L, 8L, 8L, 8L, 16L, 16L, 16L, 30L, 30L, 30L, 34L, 6L, 29L,
> 29L, 29L, 29L, 29L, 29L, 16L, 16L, 16L, 16L, 19L, 30L, 30L,
> 5L, 5L, 18L, 29L, 29L, 29L, 12L, 17L, 11L, 16L, 16L, 16L,
> 30L, 30L, 28L, 5L, 17L, 30L, 18L, 29L, 28L, 35L, 29L, 16L,
> 16L, 30L, 7L, 23L, 12L, 16L, 16L, 16L, 30L, 30L, 35L, 17L,
> 30L, 30L, 30L, 6L, 1L, 2L, 29L, 29L, 16L, 30L, 8L, 16L, 30L,
> 30L, 5L, 7L, 7L, 22L, 29L, 29L, 12L, 16L, 29L, 16L, 30L,
> 35L, 35L, 6L, 6L, 29L, 12L, 16L, 16L, 30L, 30L, 30L, 35L,
> 29L, 29L, 8L, 30L, 30L, 6L, 29L, 29L, 29L, 29L, 8L, 8L, 30L,
> 30L, 30L, 34L, 29L, 29L, 29L, 8L, 30L, 5L, 12L, 30L, 29L,
> 30L, 16L, 16L, 30L, 30L, 30L, 29L, 29L, 16L, 19L, 30L, 30L,
> 30L, 30L, 30L, 30L, 30L, 29L, 29L, 29L, 29L, 10L, 30L, 35L,
> 4L, 7L, 30L, 4L, 7L, 23L, 30L, 30L, 6L, 6L, 6L, 29L, 16L,
> 35L, 6L, 29L, 15L, 15L, 8L, 19L, 27L, 30L, 30L, 30L, 35L,
> 35L, 6L, 29L, 29L, 30L, 30L, 30L, 35L, 6L, 6L, 6L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 15L, 15L, 8L,
> 30L, 30L, 30L, 6L, 6L, 6L, 6L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 8L, 8L, 8L, 16L,
> 30L, 30L, 30L, 30L, 30L, 30L, 4L, 29L, 29L, 16L, 29L, 15L,
> 30L, 30L, 6L, 29L, 29L, 8L, 30L, 29L, 29L, 30L, 34L, 6L,
> 16L, 16L, 16L, 30L, 30L, 30L, 5L, 5L, 29L, 29L, 29L, 16L,
> 29L, 9L, 30L, 30L, 7L, 29L, 16L, 30L, 7L, 29L, 31L, 16L,
> 30L, 6L, 24L, 16L, 30L, 30L, 6L, 6L, 6L, 29L, 29L, 29L, 29L,
> 29L, 29L, 17L, 16L, 16L, 30L, 30L, 35L, 35L, 35L, 35L, 5L,
> 16L, 30L, 10L, 16L, 30L, 30L, 30L, 30L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 10L, 19L, 30L, 30L, 30L, 30L, 24L,
> 24L, 30L, 24L, 24L, 22L, 23L, 29L, 29L, 16L, 16L, 16L, 16L,
> 6L, 29L, 29L, 29L, 29L, 29L, 8L, 8L, 16L, 19L, 19L, 35L,
> 5L, 29L, 29L, 16L, 16L, 16L, 30L, 30L, 6L, 5L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 8L, 16L, 30L, 30L, 34L, 30L,
> 30L, 30L, 6L, 29L, 12L, 17L, 16L, 16L, 16L, 30L, 30L, 30L,
> 35L, 4L, 7L, 7L, 23L, 23L, 23L, 23L, 23L, 16L, 16L, 16L,
> 30L, 31L, 6L, 17L, 30L, 30L, 35L, 29L, 29L, 30L, 6L, 6L,
> 29L, 29L, 29L, 29L, 29L, 16L, 30L, 30L, 30L, 30L, 29L, 29L,
> 29L, 30L, 30L, 29L, 29L, 29L, 29L, 29L, 17L, 16L, 35L, 35L,
> 29L, 29L, 29L, 30L, 31L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 16L, 16L, 30L, 31L, 35L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 17L, 30L, 30L,
> 31L, 35L, 29L, 17L, 11L, 35L, 29L, 29L, 29L, 29L, 29L, 19L,
> 30L, 30L, 30L, 30L, 34L, 34L, 29L, 29L, 3L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 12L, 17L, 8L, 8L, 19L, 19L, 30L, 29L,
> 16L, 16L, 30L, 5L, 29L, 29L, 12L, 16L, 35L, 35L, 35L, 29L,
> 29L, 16L, 16L, 35L, 4L, 23L, 23L, 16L, 3L, 29L, 12L, 30L,
> 27L, 30L, 30L, 5L, 7L, 29L, 16L, 16L, 29L, 29L, 16L, 19L,
> 19L, 19L, 30L, 7L, 22L, 23L, 6L, 6L, 4L, 7L, 22L, 16L, 6L,
> 6L, 29L, 29L, 16L, 19L, 30L, 30L, 30L, 1L, 7L, 29L, 24L,
> 30L, 30L, 29L, 16L, 16L, 19L, 30L, 30L, 34L, 7L, 22L, 30L,
> 30L, 30L, 7L, 30L, 29L, 12L, 30L, 29L, 29L, 29L, 10L, 19L,
> 16L, 30L, 30L, 29L, 17L, 16L, 16L, 30L, 30L, 30L, 2L, 16L,
> 30L, 30L, 4L, 7L, 7L, 7L, 23L, 23L, 23L, 23L, 23L, 29L, 16L,
> 16L, 16L, 30L, 31L, 31L, 29L, 29L, 34L, 29L, 10L, 16L, 19L,
> 30L, 30L, 35L, 17L, 16L, 16L, 35L, 16L, 16L, 30L, 30L, 35L,
> 23L, 23L, 23L, 30L, 29L, 9L, 16L, 16L, 16L, 6L, 6L, 6L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 12L, 15L, 15L,
> 8L, 8L, 8L, 8L, 8L, 30L, 27L, 6L, 5L, 29L, 12L, 16L, 19L,
> 30L, 35L, 6L, 6L, 29L, 29L, 29L, 9L, 16L, 19L, 6L, 29L, 16L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 16L, 16L, 30L, 6L, 30L,
> 18L, 29L, 35L, 29L, 16L, 30L, 30L, 29L, 16L, 30L, 30L, 30L,
> 7L, 22L, 16L, 35L, 35L, 35L, 35L, 29L, 29L, 12L, 17L, 16L,
> 16L, 35L, 35L, 35L, 35L, 29L, 30L, 35L, 16L, 16L, 30L, 30L,
> 5L, 18L, 18L, 18L, 29L, 29L, 29L, 16L, 16L, 30L, 30L, 28L,
> 35L, 6L, 16L, 30L, 4L, 7L, 16L, 16L, 6L, 5L, 18L, 29L, 29L,
> 16L, 16L, 30L, 35L, 6L, 7L, 23L, 30L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 12L, 8L, 8L, 8L, 8L, 19L, 30L, 29L, 16L,
> 30L, 6L, 6L, 5L, 18L, 29L, 29L, 17L, 11L, 16L, 16L, 16L,
> 16L, 16L, 28L, 29L, 16L, 16L, 30L, 6L, 6L, 6L, 6L, 5L, 29L,
> 29L, 29L, 29L, 29L, 29L, 16L, 16L, 16L, 16L, 30L, 30L, 35L,
> 35L, 35L, 35L, 6L, 6L, 29L, 29L, 29L, 29L, 29L, 29L, 12L,
> 35L, 6L, 29L, 29L, 29L, 29L, 29L, 16L, 35L, 29L, 16L, 16L,
> 35L, 5L, 29L, 29L, 29L, 29L, 29L, 29L, 11L, 16L, 16L, 16L,
> 30L, 30L, 30L, 35L, 16L, 30L, 6L, 6L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 12L,
> 15L, 15L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 19L, 19L, 30L,
> 30L, 6L, 6L, 18L, 18L, 29L, 29L, 29L, 29L, 12L, 16L, 35L,
> 24L, 16L, 30L, 30L, 30L, 6L, 16L, 16L, 30L, 30L, 6L, 2L,
> 29L, 16L, 30L, 30L, 29L, 8L, 8L, 8L, 16L, 30L, 29L, 29L,
> 19L, 29L, 29L, 30L, 4L, 30L, 30L, 8L, 30L, 6L, 29L, 29L,
> 29L, 29L, 15L, 8L, 8L, 19L, 30L, 30L, 7L, 24L, 30L, 30L,
> 30L, 29L, 29L, 29L, 16L, 6L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 17L, 17L, 11L, 16L, 16L, 16L, 16L, 26L, 29L, 29L, 6L,
> 6L, 3L, 3L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 15L, 8L, 8L, 8L, 8L, 8L,
> 8L, 8L, 19L, 30L, 30L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 12L, 9L, 17L, 15L, 8L, 8L, 8L, 8L, 16L,
> 30L, 30L, 30L, 30L, 34L, 16L, 16L, 30L, 4L, 30L, 16L, 30L,
> 30L, 16L, 30L, 6L, 30L, 6L, 29L, 16L, 30L, 30L, 30L, 34L,
> 19L, 34L, 30L, 30L, 16L, 30L, 29L, 29L, 29L, 30L, 30L, 30L,
> 29L, 29L, 29L, 12L, 30L, 30L, 7L, 16L, 24L, 30L, 30L, 30L,
> 29L, 9L, 16L, 30L, 30L, 30L, 7L, 7L, 22L, 16L, 30L, 30L,
> 5L, 29L, 11L, 16L, 5L, 5L, 29L, 11L, 16L, 16L, 16L, 30L,
> 29L, 30L, 29L, 14L, 30L, 30L, 30L, 30L, 29L, 29L, 8L, 8L,
> 19L, 30L, 30L, 30L, 5L, 16L, 16L, 6L, 6L, 6L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 8L, 8L, 8L, 8L, 8L, 16L, 19L, 19L, 30L, 30L, 21L,
> 29L, 29L, 29L, 29L, 29L, 8L, 30L, 30L, 7L, 29L, 29L, 8L,
> 8L, 16L, 30L, 29L, 29L, 29L, 29L, 29L, 8L, 8L, 8L, 8L, 30L,
> 29L, 29L, 29L, 29L, 8L, 30L, 30L, 30L, 30L, 7L, 29L, 29L,
> 8L, 8L, 30L, 30L, 30L, 16L, 30L, 30L, 29L, 9L, 6L, 29L, 15L,
> 8L, 29L, 29L, 29L, 29L, 29L, 30L, 5L, 29L, 29L, 12L, 17L,
> 11L, 16L, 16L, 30L, 6L, 6L, 12L, 8L, 30L, 4L, 29L, 24L, 16L,
> 16L, 30L, 6L, 29L, 29L, 29L, 12L, 13L, 16L, 16L, 16L, 16L,
> 16L, 30L, 30L, 30L, 35L, 6L, 5L, 29L, 29L, 29L, 17L, 17L,
> 16L, 16L, 16L, 16L, 16L, 16L, 16L, 35L, 35L, 29L, 34L, 23L,
> 24L, 29L, 16L, 30L, 30L, 30L, 30L, 6L, 7L, 29L, 29L, 29L,
> 29L, 17L, 16L, 16L, 16L, 31L, 35L, 5L, 29L, 29L, 29L, 29L,
> 17L, 17L, 11L, 16L, 35L, 35L, 35L, 6L, 6L, 5L, 29L, 29L,
> 16L, 16L, 16L, 35L, 35L, 35L, 35L, 35L, 7L, 29L, 29L, 29L,
> 29L, 10L, 16L, 16L, 16L, 30L, 30L, 29L, 10L, 16L, 30L, 30L,
> 29L, 33L, 30L, 30L, 30L, 16L, 30L, 30L, 34L, 6L, 29L, 29L,
> 17L, 11L, 35L, 16L, 16L, 30L, 30L, 30L, 29L, 29L, 29L, 29L,
> 10L, 16L, 19L, 30L, 35L, 6L, 5L, 18L, 29L, 16L, 16L, 7L,
> 23L, 23L, 29L, 12L, 16L, 6L, 7L, 23L, 11L, 30L, 16L, 30L,
> 29L, 8L, 8L, 8L, 30L, 30L, 30L, 29L, 29L, 29L, 8L, 8L, 30L,
> 30L, 19L, 30L, 5L, 18L, 29L, 16L, 16L, 30L, 29L, 8L, 8L,
> 16L, 6L, 7L, 7L, 22L, 29L, 29L, 29L, 29L, 29L, 29L, 16L,
> 16L, 16L, 16L, 35L, 29L, 16L, 30L, 25L, 29L, 29L, 29L, 16L,
> 19L, 35L, 35L, 29L, 29L, 29L, 29L, 29L, 24L, 8L, 8L, 8L,
> 8L, 16L, 30L, 30L, 6L, 18L, 29L, 29L, 29L, 29L, 16L, 16L,
> 16L, 16L, 19L, 35L, 6L, 29L, 16L, 17L, 16L, 16L, 6L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 15L,
> 8L, 8L, 8L, 16L, 30L, 30L, 30L, 30L, 29L, 29L, 30L, 31L,
> 31L, 29L, 10L, 30L, 30L, 34L, 4L, 16L, 29L, 16L, 7L, 23L,
> 16L, 16L, 29L, 29L, 29L, 29L, 12L, 11L, 16L, 16L, 16L, 16L,
> 16L, 16L, 35L, 35L, 29L, 12L, 16L, 16L, 16L, 30L, 35L, 35L,
> 29L, 29L, 16L, 16L, 30L, 35L, 4L, 5L, 7L, 23L, 23L, 23L,
> 23L, 20L, 30L, 31L, 29L, 29L, 16L, 29L, 29L, 29L, 29L, 6L,
> 29L, 29L, 29L, 10L, 30L, 30L, 6L, 29L, 29L, 29L, 29L, 29L,
> 10L, 16L, 30L, 30L, 30L, 29L, 35L, 29L, 29L, 35L, 29L, 29L,
> 30L, 29L, 16L, 29L, 29L, 10L, 30L, 31L, 24L, 16L, 16L, 30L,
> 30L, 30L, 30L, 24L, 16L, 30L, 30L, 30L, 30L, 6L, 16L, 30L,
> 30L, 6L, 6L, 6L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 9L,
> 15L, 8L, 8L, 19L, 30L, 30L, 30L, 24L, 8L, 8L, 8L, 30L, 30L,
> 30L, 30L, 30L, 30L, 10L, 16L, 16L, 1L, 7L, 29L, 29L, 30L,
> 30L, 30L, 6L, 6L, 6L, 6L, 18L, 29L, 29L, 29L, 12L, 11L, 16L,
> 16L, 16L, 16L, 30L, 35L, 6L, 29L, 16L, 30L, 16L, 16L, 30L,
> 7L, 30L, 30L, 30L, 7L, 29L, 10L, 30L, 30L, 29L, 29L, 30L,
> 29L, 29L, 29L, 8L, 8L, 30L, 30L, 30L, 29L, 29L, 16L, 16L,
> 16L, 19L, 30L, 6L, 3L, 30L, 6L, 4L, 7L, 22L, 23L, 6L, 29L,
> 29L, 29L, 29L, 30L, 30L, 6L, 3L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 29L, 12L, 9L, 15L, 8L, 30L, 30L, 27L, 27L,
> 6L, 5L, 29L, 16L, 19L, 30L, 30L, 30L, 30L, 30L, 30L, 30L,
> 29L, 29L, 29L, 29L, 8L, 8L, 16L, 16L, 19L, 17L, 30L, 30L,
> 29L, 29L, 29L, 29L, 30L, 6L, 6L, 29L, 29L, 29L, 29L, 29L,
> 29L, 29L, 29L, 12L, 16L, 19L, 30L, 8L, 30L, 6L, 5L, 29L,
> 29L, 29L, 29L, 29L, 29L, 16L, 16L, 16L, 16L, 19L, 30L, 30L,
> 30L, 30L, 29L, 29L, 29L, 29L, 10L, 35L, 16L, 16L, 5L, 5L,
> 5L, 29L, 12L, 17L, 11L, 16L, 16L, 16L, 30L, 28L, 35L, 16L,
> 30L, 31L, 5L, 7L, 18L, 12L, 16L, 30L, 28L, 35L, 6L, 29L,
> 29L, 29L, 29L, 12L, 15L, 8L, 19L, 30L, 30L, 6L, 5L, 18L,
> 18L, 11L, 35L, 16L, 16L, 30L, 6L, 2L, 30L, 30L, 6L, 6L, 17L,
> 24L, 16L, 16L, 16L, 30L, 30L, 30L, 6L, 6L, 16L, 16L, 30L,
> 30L, 6L, 29L, 29L, 29L, 29L, 29L, 29L, 30L, 6L, 16L, 16L,
> 16L, 30L, 30L, 16L, 16L, 6L, 29L, 29L, 2L, 2L, 30L, 35L,
> 29L, 17L, 6L, 2L, 29L, 29L, 29L, 11L, 16L, 16L, 30L, 35L,
> 35L, 35L, 2L, 7L, 23L, 24L, 30L, 7L, 22L, 29L, 29L, 29L,
> 29L, 29L, 11L, 16L, 16L, 16L, 16L, 16L, 16L, 16L, 16L, 30L,
> 7L, 16L, 35L, 29L, 29L, 6L, 6L, 7L, 18L, 29L, 29L, 16L, 16L,
> 30L, 35L, 7L, 29L), .Label = c("Agavaceae", "Alliaceae",
> "Alstroemeriaceae", "Amaryllidaceae", "Anthericaceae", "Araceae",
> "Asphodelaceae", "Bromeliaceae", "Burmanniaceae", "Centrolepidaceae",
> "Colchicaceae", "Commelinaceae", "Convallariaceae", "Costaceae",
> "Cyclanthaceae", "Cyperaceae", "Dioscoreaceae", "Dracaenaceae",
> "Eriocaulaceae", "Eriospermaceae", "Heliconiaceae", "Hyacinthaceae",
> "Iridaceae", "Liliaceae", "Lomandraceae", "Lowiaceae", "Marantaceae",
> "Musaceae", "Orchidaceae", "Poaceae", "Restionaceae", "Themidaceae",
> "Velloziaceae", "Xyridaceae", "Zingiberaceae"), class = "factor"),
> Genus = structure(c(139L, 168L, 39L, 174L, 98L, 305L, 284L,
> 261L, 141L, 165L, 79L, 88L, 137L, 135L, 31L, 135L, 161L,
> 321L, 119L, 145L, 303L, 286L, 119L, 288L, 266L, 284L, 79L,
> 178L, 168L, 193L, 70L, 259L, 259L, 345L, 93L, 253L, 253L,
> 316L, 123L, 188L, 236L, 308L, 270L, 113L, 188L, 270L, 152L,
> 325L, 143L, 229L, 327L, 291L, 291L, 119L, 158L, 221L, 92L,
> 96L, 254L, 131L, 32L, 259L, 70L, 70L, 188L, 313L, 119L, 44L,
> 26L, 164L, 110L, 337L, 17L, 31L, 159L, 286L, 17L, 188L, 161L,
> 159L, 67L, 79L, 178L, 169L, 219L, 246L, 39L, 39L, 304L, 76L,
> 220L, 253L, 188L, 345L, 113L, 152L, 308L, 4L, 327L, 229L,
> 158L, 92L, 131L, 316L, 303L, 337L, 226L, 164L, 67L, 117L,
> 160L, 311L, 311L, 155L, 131L, 155L, 110L, 188L, 308L, 188L,
> 252L, 93L, 152L, 253L, 66L, 229L, 143L, 149L, 205L, 320L,
> 249L, 96L, 221L, 249L, 109L, 137L, 137L, 272L, 66L, 7L, 79L,
> 241L, 271L, 236L, 252L, 27L, 32L, 327L, 252L, 179L, 278L,
> 298L, 236L, 253L, 345L, 239L, 239L, 113L, 4L, 107L, 229L,
> 107L, 340L, 229L, 303L, 252L, 92L, 259L, 113L, 188L, 188L,
> 278L, 253L, 179L, 47L, 143L, 229L, 67L, 291L, 320L, 249L,
> 252L, 92L, 96L, 341L, 204L, 150L, 124L, 217L, 53L, 75L, 286L,
> 225L, 225L, 5L, 139L, 168L, 174L, 305L, 261L, 150L, 49L,
> 239L, 134L, 75L, 75L, 327L, 189L, 327L, 327L, 303L, 105L,
> 252L, 131L, 5L, 35L, 167L, 225L, 268L, 51L, 303L, 341L, 327L,
> 96L, 71L, 260L, 196L, 62L, 79L, 192L, 55L, 39L, 219L, 186L,
> 327L, 327L, 105L, 55L, 220L, 216L, 147L, 215L, 219L, 82L,
> 152L, 316L, 235L, 234L, 239L, 220L, 219L, 235L, 243L, 74L,
> 186L, 327L, 51L, 303L, 342L, 290L, 294L, 155L, 5L, 96L, 34L,
> 196L, 299L, 322L, 125L, 322L, 12L, 336L, 12L, 95L, 333L,
> 126L, 330L, 210L, 126L, 62L, 330L, 33L, 330L, 258L, 68L,
> 321L, 241L, 218L, 164L, 158L, 133L, 46L, 223L, 287L, 54L,
> 25L, 126L, 330L, 62L, 210L, 95L, 126L, 336L, 33L, 330L, 12L,
> 287L, 62L, 12L, 218L, 226L, 164L, 46L, 69L, 67L, 79L, 311L,
> 117L, 56L, 155L, 259L, 188L, 239L, 93L, 276L, 66L, 152L,
> 340L, 229L, 143L, 107L, 327L, 286L, 303L, 320L, 221L, 252L,
> 60L, 166L, 162L, 192L, 25L, 337L, 272L, 66L, 135L, 66L, 66L,
> 151L, 7L, 179L, 152L, 93L, 253L, 313L, 188L, 188L, 188L,
> 47L, 47L, 143L, 229L, 143L, 67L, 221L, 341L, 3L, 79L, 79L,
> 338L, 87L, 11L, 284L, 11L, 339L, 157L, 226L, 164L, 160L,
> 155L, 311L, 110L, 32L, 68L, 186L, 197L, 341L, 302L, 322L,
> 79L, 66L, 223L, 110L, 168L, 261L, 305L, 162L, 164L, 164L,
> 155L, 56L, 117L, 311L, 155L, 160L, 167L, 11L, 152L, 298L,
> 263L, 74L, 80L, 327L, 264L, 303L, 32L, 316L, 122L, 289L,
> 152L, 306L, 207L, 152L, 188L, 316L, 220L, 207L, 239L, 89L,
> 138L, 273L, 74L, 327L, 264L, 246L, 167L, 304L, 261L, 11L,
> 167L, 167L, 304L, 220L, 310L, 220L, 316L, 2L, 313L, 51L,
> 197L, 58L, 331L, 335L, 327L, 51L, 119L, 96L, 252L, 155L,
> 316L, 58L, 217L, 331L, 310L, 313L, 335L, 327L, 195L, 252L,
> 2L, 58L, 331L, 316L, 217L, 188L, 220L, 310L, 268L, 217L,
> 335L, 134L, 80L, 327L, 327L, 51L, 119L, 155L, 96L, 252L,
> 5L, 139L, 39L, 98L, 11L, 342L, 277L, 20L, 55L, 285L, 327L,
> 342L, 79L, 105L, 5L, 55L, 219L, 239L, 235L, 21L, 285L, 285L,
> 156L, 277L, 79L, 148L, 271L, 88L, 137L, 66L, 303L, 56L, 131L,
> 7L, 88L, 339L, 339L, 134L, 145L, 164L, 110L, 110L, 168L,
> 289L, 79L, 79L, 79L, 105L, 27L, 178L, 25L, 35L, 26L, 66L,
> 322L, 171L, 116L, 134L, 79L, 145L, 79L, 164L, 303L, 294L,
> 160L, 160L, 78L, 110L, 110L, 175L, 35L, 279L, 239L, 204L,
> 152L, 217L, 316L, 150L, 134L, 75L, 75L, 327L, 225L, 131L,
> 252L, 5L, 174L, 167L, 167L, 196L, 101L, 324L, 125L, 339L,
> 66L, 66L, 125L, 125L, 226L, 84L, 214L, 145L, 158L, 301L,
> 271L, 19L, 110L, 25L, 125L, 324L, 217L, 84L, 271L, 25L, 295L,
> 67L, 271L, 56L, 117L, 46L, 148L, 318L, 79L, 79L, 79L, 27L,
> 178L, 337L, 319L, 88L, 88L, 88L, 88L, 17L, 137L, 137L, 236L,
> 272L, 135L, 188L, 188L, 135L, 161L, 135L, 31L, 161L, 66L,
> 161L, 321L, 67L, 286L, 203L, 119L, 303L, 119L, 14L, 119L,
> 119L, 119L, 67L, 119L, 158L, 131L, 155L, 131L, 131L, 7L,
> 259L, 20L, 232L, 93L, 188L, 253L, 253L, 188L, 188L, 308L,
> 77L, 236L, 345L, 123L, 188L, 188L, 113L, 179L, 68L, 134L,
> 47L, 47L, 327L, 143L, 143L, 149L, 143L, 143L, 229L, 61L,
> 67L, 145L, 119L, 303L, 67L, 291L, 291L, 158L, 320L, 158L,
> 96L, 221L, 131L, 294L, 252L, 92L, 341L, 341L, 35L, 79L, 79L,
> 164L, 164L, 279L, 271L, 26L, 119L, 26L, 26L, 26L, 26L, 66L,
> 322L, 134L, 119L, 78L, 223L, 110L, 337L, 88L, 339L, 226L,
> 303L, 164L, 91L, 155L, 217L, 53L, 335L, 75L, 327L, 58L, 316L,
> 8L, 204L, 225L, 225L, 5L, 315L, 105L, 129L, 202L, 63L, 215L,
> 239L, 129L, 327L, 61L, 67L, 303L, 185L, 155L, 96L, 341L,
> 32L, 32L, 259L, 122L, 181L, 220L, 244L, 243L, 289L, 313L,
> 220L, 169L, 327L, 292L, 264L, 264L, 186L, 328L, 197L, 79L,
> 79L, 225L, 105L, 79L, 79L, 201L, 321L, 119L, 316L, 219L,
> 259L, 32L, 316L, 220L, 236L, 188L, 313L, 152L, 187L, 264L,
> 4L, 238L, 105L, 310L, 263L, 239L, 270L, 188L, 181L, 219L,
> 220L, 122L, 169L, 74L, 70L, 316L, 2L, 138L, 270L, 248L, 219L,
> 198L, 289L, 331L, 207L, 48L, 58L, 340L, 327L, 92L, 252L,
> 139L, 39L, 109L, 137L, 31L, 177L, 7L, 313L, 327L, 328L, 27L,
> 131L, 252L, 252L, 313L, 132L, 220L, 327L, 252L, 252L, 252L,
> 131L, 313L, 27L, 252L, 131L, 37L, 39L, 39L, 174L, 284L, 35L,
> 72L, 23L, 120L, 79L, 279L, 271L, 337L, 88L, 339L, 339L, 286L,
> 164L, 145L, 279L, 194L, 168L, 305L, 130L, 103L, 135L, 64L,
> 141L, 165L, 130L, 161L, 135L, 103L, 135L, 134L, 119L, 286L,
> 81L, 67L, 39L, 327L, 119L, 290L, 105L, 155L, 131L, 254L,
> 145L, 155L, 337L, 88L, 137L, 135L, 66L, 67L, 119L, 158L,
> 337L, 88L, 119L, 7L, 79L, 79L, 178L, 88L, 134L, 119L, 79L,
> 286L, 164L, 164L, 344L, 110L, 188L, 31L, 177L, 88L, 88L,
> 137L, 31L, 272L, 135L, 303L, 119L, 71L, 7L, 7L, 15L, 174L,
> 15L, 167L, 11L, 337L, 88L, 137L, 272L, 161L, 135L, 188L,
> 66L, 161L, 135L, 31L, 119L, 67L, 158L, 288L, 151L, 7L, 67L,
> 36L, 117L, 56L, 283L, 283L, 283L, 295L, 69L, 119L, 79L, 111L,
> 164L, 117L, 155L, 341L, 110L, 79L, 145L, 137L, 66L, 303L,
> 300L, 32L, 32L, 32L, 70L, 32L, 55L, 316L, 211L, 316L, 142L,
> 234L, 316L, 152L, 152L, 316L, 147L, 273L, 316L, 289L, 220L,
> 316L, 152L, 265L, 219L, 90L, 82L, 89L, 2L, 219L, 219L, 219L,
> 220L, 213L, 270L, 181L, 188L, 74L, 187L, 41L, 327L, 264L,
> 340L, 327L, 327L, 186L, 327L, 264L, 327L, 264L, 327L, 4L,
> 186L, 285L, 285L, 327L, 246L, 105L, 5L, 79L, 79L, 178L, 88L,
> 137L, 137L, 31L, 177L, 303L, 7L, 7L, 337L, 88L, 339L, 171L,
> 226L, 321L, 303L, 164L, 164L, 155L, 252L, 91L, 36L, 110L,
> 110L, 110L, 35L, 15L, 15L, 66L, 271L, 160L, 337L, 35L, 66L,
> 266L, 66L, 134L, 303L, 164L, 225L, 271L, 46L, 190L, 35L,
> 66L, 262L, 258L, 262L, 125L, 200L, 280L, 321L, 177L, 86L,
> 37L, 39L, 39L, 137L, 174L, 106L, 98L, 271L, 261L, 337L, 17L,
> 137L, 31L, 334L, 135L, 272L, 161L, 303L, 67L, 67L, 119L,
> 145L, 119L, 158L, 155L, 268L, 140L, 313L, 186L, 186L, 252L,
> 17L, 17L, 135L, 188L, 272L, 161L, 119L, 158L, 7L, 32L, 289L,
> 142L, 285L, 327L, 327L, 105L, 145L, 105L, 167L, 167L, 11L,
> 283L, 117L, 271L, 131L, 337L, 17L, 137L, 188L, 161L, 177L,
> 119L, 119L, 67L, 56L, 337L, 88L, 17L, 17L, 137L, 177L, 67L,
> 119L, 137L, 119L, 119L, 252L, 217L, 301L, 155L, 125L, 217L,
> 301L, 155L, 156L, 156L, 192L, 88L, 339L, 164L, 67L, 56L,
> 271L, 117L, 67L, 117L, 108L, 108L, 326L, 210L, 32L, 41L,
> 70L, 32L, 259L, 70L, 239L, 298L, 234L, 310L, 228L, 228L,
> 59L, 119L, 252L, 259L, 32L, 70L, 32L, 70L, 259L, 152L, 243L,
> 298L, 310L, 236L, 220L, 119L, 119L, 291L, 303L, 328L, 252L,
> 252L, 96L, 32L, 298L, 313L, 234L, 207L, 234L, 187L, 340L,
> 209L, 59L, 264L, 303L, 119L, 119L, 197L, 185L, 294L, 341L,
> 259L, 207L, 236L, 234L, 310L, 234L, 243L, 303L, 119L, 291L,
> 291L, 328L, 294L, 96L, 88L, 88L, 137L, 236L, 135L, 272L,
> 28L, 321L, 177L, 303L, 203L, 145L, 155L, 5L, 151L, 88L, 321L,
> 155L, 137L, 31L, 151L, 7L, 250L, 164L, 164L, 148L, 39L, 174L,
> 226L, 79L, 303L, 145L, 46L, 301L, 110L, 321L, 301L, 27L,
> 46L, 35L, 8L, 15L, 72L, 242L, 79L, 148L, 285L, 342L, 271L,
> 105L, 88L, 17L, 64L, 141L, 135L, 135L, 100L, 286L, 339L,
> 164L, 160L, 110L, 190L, 337L, 35L, 157L, 226L, 79L, 164L,
> 18L, 91L, 225L, 190L, 281L, 208L, 327L, 131L, 252L, 32L,
> 127L, 281L, 313L, 208L, 327L, 327L, 252L, 27L, 252L, 341L,
> 127L, 208L, 281L, 327L, 131L, 88L, 100L, 56L, 266L, 296L,
> 164L, 164L, 271L, 279L, 148L, 253L, 236L, 145L, 158L, 254L,
> 284L, 155L, 96L, 131L, 271L, 131L, 322L, 102L, 324L, 176L,
> 84L, 271L, 269L, 3L, 39L, 43L, 168L, 39L, 174L, 305L, 261L,
> 26L, 302L, 9L, 66L, 164L, 172L, 32L, 273L, 41L, 80L, 186L,
> 328L, 224L, 223L, 155L, 154L, 110L, 110L, 317L, 95L, 66L,
> 46L, 155L, 223L, 190L, 70L, 32L, 259L, 331L, 220L, 188L,
> 220L, 298L, 310L, 268L, 289L, 220L, 270L, 248L, 41L, 80L,
> 340L, 252L, 238L, 197L, 32L, 259L, 32L, 259L, 220L, 268L,
> 188L, 198L, 114L, 270L, 248L, 289L, 48L, 310L, 331L, 316L,
> 207L, 213L, 264L, 186L, 340L, 303L, 5L, 131L, 131L, 252L,
> 96L, 197L, 168L, 193L, 153L, 79L, 220L, 80L, 252L, 27L, 32L,
> 298L, 243L, 186L, 294L, 69L, 69L, 271L, 341L, 35L, 164L,
> 164L, 79L, 46L, 279L, 162L, 88L, 88L, 272L, 31L, 66L, 303L,
> 243L, 68L, 284L, 260L, 17L, 188L, 119L, 329L, 17L, 188L,
> 288L, 164L, 271L, 35L, 167L, 79L, 18L, 318L, 196L, 35L, 35L,
> 125L, 95L, 322L, 188L, 171L, 116L, 134L, 164L, 79L, 160L,
> 160L, 110L, 110L, 175L, 175L, 88L, 164L, 155L, 84L, 145L,
> 311L, 131L, 160L, 222L, 212L, 116L, 126L, 330L, 33L, 322L,
> 336L, 330L, 330L, 84L, 158L, 131L, 192L, 63L, 162L, 167L,
> 167L, 304L, 167L, 167L, 141L, 130L, 135L, 272L, 81L, 286L,
> 67L, 112L, 32L, 316L, 211L, 152L, 313L, 219L, 327L, 264L,
> 303L, 328L, 246L, 110L, 88L, 66L, 272L, 79L, 119L, 303L,
> 178L, 71L, 32L, 144L, 211L, 181L, 188L, 213L, 220L, 94L,
> 114L, 289L, 292L, 119L, 105L, 96L, 341L, 271L, 271L, 105L,
> 337L, 339L, 226L, 134L, 164L, 303L, 164L, 46L, 223L, 279L,
> 110L, 173L, 17L, 64L, 174L, 45L, 45L, 165L, 170L, 163L, 145L,
> 79L, 255L, 136L, 302L, 134L, 160L, 160L, 83L, 125L, 126L,
> 223L, 108L, 108L, 125L, 233L, 210L, 126L, 336L, 303L, 56L,
> 223L, 160L, 200L, 326L, 126L, 210L, 223L, 200L, 29L, 6L,
> 50L, 309L, 236L, 134L, 199L, 42L, 7L, 50L, 29L, 50L, 227L,
> 288L, 29L, 118L, 29L, 6L, 206L, 237L, 115L, 50L, 29L, 66L,
> 66L, 199L, 119L, 227L, 288L, 7L, 50L, 29L, 237L, 66L, 29L,
> 66L, 29L, 50L, 29L, 118L, 66L, 115L, 134L, 293L, 227L, 288L,
> 42L, 29L, 134L, 177L, 42L, 253L, 220L, 188L, 298L, 243L,
> 328L, 252L, 294L, 96L, 197L, 341L, 341L, 181L, 181L, 55L,
> 297L, 239L, 273L, 181L, 219L, 152L, 207L, 219L, 289L, 188L,
> 181L, 147L, 306L, 142L, 211L, 152L, 220L, 122L, 316L, 74L,
> 134L, 327L, 327L, 328L, 246L, 5L, 188L, 303L, 79L, 284L,
> 88L, 57L, 339L, 226L, 164L, 25L, 110L, 110L, 31L, 161L, 112L,
> 67L, 7L, 121L, 165L, 130L, 286L, 55L, 239L, 74L, 105L, 224L,
> 96L, 252L, 88L, 17L, 188L, 199L, 79L, 188L, 152L, 291L, 328L,
> 158L, 320L, 252L, 39L, 141L, 174L, 22L, 37L, 3L, 39L, 141L,
> 79L, 337L, 337L, 157L, 66L, 164L, 158L, 46L, 155L, 200L,
> 8L, 39L, 204L, 75L, 225L, 225L, 220L, 145L, 303L, 328L, 27L,
> 197L, 341L, 39L, 141L, 304L, 178L, 27L, 39L, 304L, 125L,
> 226L, 223L, 233L, 210L, 336L, 84L, 158L, 67L, 117L, 56L,
> 95L, 134L, 303L, 164L, 279L, 46L, 200L, 15L, 164L, 10L, 162L,
> 173L, 17L, 65L, 64L, 45L, 165L, 174L, 170L, 45L, 135L, 163L,
> 79L, 81L, 255L, 288L, 136L, 243L, 188L, 341L, 283L, 84L,
> 79L, 158L, 318L, 117L, 110L, 321L, 164L, 303L, 110L, 145L,
> 303L, 223L, 155L, 25L, 165L, 45L, 174L, 255L, 266L, 245L,
> 79L, 303L, 164L, 32L, 70L, 70L, 220L, 188L, 298L, 82L, 270L,
> 2L, 152L, 181L, 239L, 207L, 74L, 41L, 80L, 186L, 327L, 4L,
> 264L, 186L, 197L, 224L, 337L, 88L, 339L, 226L, 164L, 158L,
> 91L, 194L, 70L, 32L, 188L, 234L, 298L, 187L, 303L, 328L,
> 196L, 125L, 145L, 85L, 295L, 85L, 180L, 295L, 267L, 66L,
> 79L, 79L, 284L, 196L, 271L, 137L, 236L, 7L, 266L, 164L, 296L,
> 296L, 324L, 79L, 271L, 46L, 87L, 39L, 141L, 164L, 194L, 344L,
> 110L, 25L, 307L, 339L, 226L, 134L, 164L, 303L, 110L, 194L,
> 25L, 344L, 95L, 46L, 110L, 79L, 79L, 178L, 27L, 88L, 137L,
> 137L, 137L, 31L, 272L, 272L, 119L, 303L, 300L, 261L, 151L,
> 7L, 35L, 79L, 162L, 168L, 39L, 79L, 79L, 337L, 88L, 137L,
> 31L, 161L, 67L, 119L, 56L, 7L, 139L, 39L, 174L, 271L, 220L,
> 220L, 248L, 219L, 152L, 316L, 289L, 265L, 74L, 264L, 327L,
> 285L, 285L, 246L, 271L, 66L, 79L, 223L, 337L, 109L, 88L,
> 137L, 272L, 236L, 321L, 177L, 203L, 119L, 145L, 119L, 203L,
> 151L, 171L, 303L, 164L, 155L, 35L, 35L, 9L, 35L, 88L, 116L,
> 66L, 125L, 125L, 95L, 171L, 303L, 164L, 164L, 79L, 279L,
> 148L, 344L, 25L, 25L, 190L, 16L, 196L, 343L, 62L, 125L, 66L,
> 339L, 324L, 226L, 110L, 196L, 66L, 33L, 275L, 66L, 62L, 164L,
> 110L, 116L, 79L, 164L, 25L, 88L, 31L, 66L, 272L, 236L, 188L,
> 161L, 177L, 67L, 119L, 119L, 155L, 56L, 56L, 7L, 338L, 11L,
> 32L, 32L, 188L, 152L, 316L, 297L, 207L, 332L, 239L, 152L,
> 90L, 219L, 220L, 122L, 220L, 270L, 207L, 273L, 306L, 89L,
> 248L, 94L, 142L, 310L, 211L, 30L, 298L, 316L, 219L, 74L,
> 80L, 41L, 186L, 264L, 327L, 186L, 285L, 327L, 264L, 327L,
> 186L, 246L, 328L, 197L, 5L, 109L, 109L, 137L, 137L, 66L,
> 236L, 272L, 31L, 247L, 303L, 7L, 167L, 164L, 225L, 18L, 318L,
> 337L, 164L, 79L, 160L, 225L, 35L, 15L, 116L, 164L, 271L,
> 148L, 316L, 195L, 327L, 327L, 145L, 225L, 298L, 220L, 328L,
> 310L, 248L, 252L, 168L, 261L, 305L, 61L, 131L, 32L, 310L,
> 234L, 234L, 313L, 80L, 209L, 228L, 320L, 238L, 294L, 156L,
> 167L, 271L, 202L, 284L, 62L, 12L, 126L, 241L, 302L, 66L,
> 258L, 72L, 62L, 322L, 330L, 116L, 321L, 134L, 177L, 164L,
> 303L, 218L, 145L, 240L, 66L, 188L, 32L, 182L, 55L, 55L, 323L,
> 220L, 213L, 21L, 235L, 220L, 188L, 270L, 211L, 316L, 316L,
> 198L, 310L, 152L, 181L, 316L, 41L, 285L, 186L, 327L, 264L,
> 340L, 327L, 285L, 246L, 105L, 5L, 313L, 2L, 236L, 220L, 268L,
> 217L, 58L, 220L, 316L, 188L, 97L, 335L, 187L, 134L, 80L,
> 195L, 327L, 51L, 327L, 303L, 197L, 27L, 252L, 5L, 341L, 67L,
> 145L, 117L, 168L, 261L, 79L, 252L, 27L, 79L, 261L, 32L, 56L,
> 32L, 220L, 145L, 252L, 131L, 56L, 341L, 328L, 341L, 148L,
> 271L, 79L, 271L, 23L, 120L, 242L, 271L, 148L, 314L, 157L,
> 295L, 69L, 226L, 155L, 311L, 39L, 145L, 167L, 304L, 271L,
> 87L, 188L, 187L, 303L, 18L, 305L, 261L, 39L, 39L, 141L, 145L,
> 305L, 24L, 88L, 161L, 177L, 119L, 88L, 88L, 188L, 177L, 119L,
> 119L, 145L, 155L, 66L, 301L, 66L, 104L, 71L, 260L, 71L, 260L,
> 21L, 213L, 327L, 285L, 246L, 155L, 105L, 252L, 88L, 119L,
> 119L, 259L, 32L, 259L, 308L, 113L, 188L, 152L, 234L, 77L,
> 270L, 93L, 270L, 188L, 270L, 236L, 270L, 253L, 298L, 179L,
> 345L, 229L, 229L, 4L, 327L, 229L, 145L, 158L, 158L, 221L,
> 92L, 191L, 316L, 217L, 268L, 58L, 268L, 327L, 92L, 225L,
> 39L, 316L, 217L, 195L, 327L, 79L, 225L, 316L, 204L, 49L,
> 239L, 217L, 327L, 327L, 195L, 327L, 225L, 183L, 150L, 53L,
> 204L, 327L, 5L, 225L, 105L, 252L, 39L, 204L, 316L, 327L,
> 327L, 5L, 63L, 192L, 67L, 117L, 56L, 239L, 187L, 32L, 298L,
> 41L, 186L, 66L, 343L, 188L, 339L, 66L, 301L, 88L, 161L, 188L,
> 100L, 321L, 177L, 145L, 119L, 56L, 32L, 32L, 74L, 327L, 197L,
> 168L, 153L, 75L, 303L, 79L, 5L, 35L, 282L, 339L, 188L, 226L,
> 40L, 164L, 164L, 303L, 79L, 79L, 46L, 46L, 160L, 25L, 337L,
> 88L, 339L, 307L, 339L, 321L, 134L, 203L, 119L, 164L, 145L,
> 286L, 119L, 164L, 110L, 110L, 236L, 341L, 174L, 167L, 324L,
> 79L, 11L, 87L, 11L, 271L, 337L, 17L, 66L, 135L, 161L, 135L,
> 321L, 99L, 119L, 203L, 288L, 7L, 88L, 339L, 307L, 339L, 256L,
> 134L, 134L, 177L, 164L, 194L, 110L, 110L, 35L, 337L, 88L,
> 307L, 339L, 164L, 119L, 79L, 25L, 110L, 344L, 110L, 110L,
> 39L, 324L, 283L, 69L, 295L, 84L, 241L, 79L, 111L, 318L, 271L,
> 283L, 84L, 79L, 117L, 56L, 242L, 1L, 46L, 271L, 148L, 79L,
> 27L, 252L, 341L, 302L, 95L, 66L, 321L, 177L, 172L, 79L, 79L,
> 178L, 63L, 27L, 125L, 339L, 125L, 324L, 84L, 145L, 158L,
> 271L, 110L, 337L, 88L, 137L, 188L, 119L, 67L, 17L, 130L,
> 165L, 135L, 100L, 119L, 37L, 39L, 174L, 98L, 261L, 342L,
> 271L, 239L, 327L, 285L, 327L, 105L, 155L, 290L, 188L, 345L,
> 253L, 4L, 229L, 252L, 92L, 158L, 131L, 88L, 137L, 135L, 303L,
> 79L, 178L, 220L, 340L, 327L, 303L, 337L, 64L, 17L, 141L,
> 188L, 31L, 161L, 135L, 66L, 161L, 67L, 119L, 67L, 119L, 7L,
> 339L, 164L, 287L, 101L, 62L, 125L, 339L, 164L, 158L, 110L,
> 269L, 217L, 49L, 204L, 268L, 58L, 75L, 327L, 327L, 327L,
> 327L, 119L, 225L, 56L, 337L, 137L, 135L, 272L, 161L, 135L,
> 203L, 67L, 119L, 303L, 158L, 7L, 337L, 66L, 79L, 321L, 67L,
> 303L, 32L, 323L, 2L, 219L, 82L, 220L, 198L, 215L, 188L, 239L,
> 220L, 243L, 181L, 41L, 340L, 264L, 4L, 119L, 96L, 185L, 294L,
> 197L, 69L, 69L, 284L, 128L, 13L, 69L, 84L, 271L, 117L, 341L,
> 3L, 79L, 161L, 119L, 39L, 174L, 145L, 119L, 339L, 336L, 339L,
> 307L, 226L, 177L, 303L, 79L, 286L, 145L, 119L, 164L, 25L,
> 25L, 307L, 226L, 164L, 79L, 164L, 279L, 25L, 25L, 256L, 307L,
> 164L, 79L, 38L, 25L, 173L, 88L, 17L, 174L, 45L, 45L, 45L,
> 159L, 255L, 136L, 125L, 125L, 145L, 125L, 126L, 125L, 184L,
> 302L, 62L, 262L, 262L, 84L, 131L, 46L, 302L, 262L, 85L, 257L,
> 126L, 262L, 84L, 241L, 56L, 131L, 200L, 258L, 146L, 62L,
> 95L, 54L, 62L, 69L, 200L, 339L, 303L, 274L, 69L, 84L, 271L,
> 13L, 166L, 164L, 79L, 279L, 296L, 296L, 162L, 166L, 164L,
> 27L, 162L, 296L, 296L, 35L, 79L, 46L, 56L, 32L, 259L, 32L,
> 138L, 220L, 331L, 248L, 310L, 207L, 220L, 220L, 316L, 289L,
> 58L, 220L, 270L, 316L, 270L, 48L, 268L, 207L, 188L, 187L,
> 41L, 327L, 340L, 328L, 252L, 131L, 131L, 75L, 327L, 327L,
> 327L, 252L, 27L, 5L, 36L, 249L, 252L, 84L, 79L, 79L, 8L,
> 39L, 217L, 183L, 225L, 252L, 5L, 196L, 9L, 302L, 26L, 137L,
> 66L, 322L, 95L, 226L, 177L, 145L, 164L, 164L, 303L, 46L,
> 110L, 35L, 339L, 164L, 160L, 79L, 79L, 56L, 156L, 277L, 148L,
> 277L, 39L, 283L, 84L, 56L, 117L, 298L, 215L, 271L, 183L,
> 204L, 239L, 327L, 327L, 5L, 225L, 131L, 316L, 298L, 119L,
> 145L, 303L, 328L, 197L, 32L, 55L, 105L, 22L, 3L, 39L, 141L,
> 174L, 32L, 243L, 298L, 152L, 234L, 252L, 197L, 32L, 55L,
> 316L, 82L, 21L, 220L, 181L, 207L, 289L, 198L, 188L, 74L,
> 187L, 41L, 327L, 105L, 197L, 224L, 73L, 337L, 88L, 339L,
> 164L, 158L, 155L, 18L, 131L, 225L, 91L, 160L, 223L, 253L,
> 188L, 308L, 52L, 229L, 327L, 119L, 291L, 158L, 134L, 63L,
> 202L, 85L, 66L, 267L, 312L, 155L, 32L, 32L, 313L, 207L, 298L,
> 289L, 273L, 219L, 316L, 316L, 74L, 119L, 246L, 5L, 327L,
> 252L, 337L, 88L, 66L, 161L, 236L, 135L, 31L, 272L, 119L,
> 303L, 67L, 119L, 158L, 300L, 56L, 56L, 311L, 62L, 324L, 251L,
> 62L, 84L, 110L, 79L, 79L, 88L, 88L, 88L, 188L, 28L, 321L,
> 177L, 145L, 303L, 203L, 155L, 151L, 7L, 67L, 231L, 128L,
> 88L, 17L, 137L, 247L, 303L, 300L, 151L, 7L, 32L, 270L, 94L,
> 289L, 220L, 74L, 41L, 327L, 328L, 105L, 197L, 109L, 88L,
> 137L, 137L, 177L, 7L, 79L, 79L, 56L, 35L, 15L, 225L, 318L,
> 35L, 337L, 134L, 167L, 164L, 79L, 79L, 225L, 18L, 318L, 35L,
> 337L, 79L, 79L, 225L, 18L, 302L, 85L, 262L, 12L, 33L, 280L,
> 262L, 131L, 302L, 303L, 79L, 79L, 225L, 56L, 79L, 79L, 32L,
> 243L, 188L, 15L, 15L, 271L, 25L, 236L, 134L, 35L, 15L, 230L,
> 116L, 339L, 177L, 164L, 164L, 56L, 25L, 190L, 25L, 15L, 39L,
> 174L, 167L, 11L, 17L, 141L, 161L, 135L, 135L, 188L, 161L,
> 177L, 303L, 163L, 286L, 286L, 119L, 119L, 203L, 119L, 131L,
> 17L, 119L, 7L, 188L, 272L, 319L, 337L, 17L, 137L, 161L, 31L,
> 119L, 286L, 131L, 7L, 17L, 161L), .Label = c("Acanthochlamys",
> "Acianthera", "Acis", "Aechmea", "Aegopogon", "Aeranthes",
> "Aframomum", "Agave", "Aglaonema", "Agropyron", "Agrostis",
> "Agrostophyllum", "Alexgeorgea", "Alinula", "Allium", "Alocasia",
> "Aloe", "Alopecurus", "Alpinia", "Alstroemeria", "Altensteinia",
> "Ambrosina", "Amitostigma", "Ammochloa", "Amomum", "Amorphophallus",
> "Andropogon", "Aneilema", "Angraecum", "Anguloa", "Ansellia",
> "Anthurium", "Appendicula", "Aridarum", "Arisaema", "Aristida",
> "Arum", "Arundinella", "Asphodelus", "Aspidistra", "Asplundia",
> "Aulotandra", "Avena", "Axonopus", "Babiana", "Bambusa",
> "Barbacenia", "Barbosella", "Barkeria", "Benthamia", "Billbergia",
> "Bipinnula", "Bletia", "Boesenbergia", "Bomarea", "Brachiaria",
> "Brachycorythis", "Brassia", "Brewcaria", "Brodiaea", "Bromelia",
> "Bromheadia", "Bromus", "Bulbine", "Bulbinella", "Bulbophyllum",
> "Bulbostylis", "Burmannia", "Caladenia", "Caladium", "Calamagrostis",
> "Calanthe", "Calathea", "Callisia", "Calochortus", "Calydorea",
> "Campylocentrum", "Capillipedium", "Carex", "Carludovica",
> "Carpha", "Catasetum", "Caulokaempferia", "Centrolepis",
> "Ceratostylis", "Chionachne", "Chionochloa", "Chlorophytum",
> "Chondrorhyncha", "Chrysocycnis", "Chrysopogon", "Chusquea",
> "Cleistes", "Cochleanthes", "Coelogyne", "Coelorachis", "Cohniella",
> "Colchicum", "Coleochloa", "Commelina", "Cordyline", "Corybas",
> "Corycium", "Costus", "Cottea", "Crocus", "Cryptanthus",
> "Cryptocoryne", "Culcasia", "Curcuma", "Cyathochaeta", "Cyathocoma",
> "Cyclopogon", "Cycnoches", "Cymbidiella", "Cymbidium", "Cymbopogon",
> "Cynorkis", "Cyperus", "Cypripedium", "Cyrtanthus", "Cyrtochilum",
> "Cyrtopodium", "Deiregyne", "Dendrobium", "Dendrochilum",
> "Dendrophylax", "Desmocladus", "Deuterocohnia", "Dierama",
> "Digitaria", "Dilomilis", "Dinochloa", "Dioscorea", "Disa",
> "Dovea", "Dracaena", "Dracula", "Dracunculus", "Dresslerella",
> "Drimia", "Dryadella", "Dyckia", "Echeandia", "Eleocharis",
> "Elettariopsis", "Elleanthus", "Elymus", "Encholirium", "Encyclia",
> "Ensete", "Epidendrum", "Epipactis", "Eragrostiella", "Eragrostis",
> "Eremurus", "Eria", "Eriocaulon", "Eriospermum", "Eulalia",
> "Eulophia", "Festuca", "Ficinia", "Fimbristylis", "Freesia",
> "Fritillaria", "Gagea", "Galanthus", "Galeottia", "Geissorhiza",
> "Geodorum", "Geostachys", "Gethyllis", "Gladiolus", "Globba",
> "Glomera", "Gloriosa", "Glyceria", "Gomesa", "Gonatostylis",
> "Gongora", "Gorgonidium", "Govenia", "Grosourdya", "Guadua",
> "Guzmania", "Gymnosiphon", "Habenaria", "Hechtia", "Hedychium",
> "Heliconia", "Helictotrichon", "Himantoglossum", "Hitchenia",
> "Hohenbergiopsis", "Homalomena", "Homolepis", "Huntleya",
> "Hypolytrum", "Isachne", "Jumellea", "Koeleria", "Kyllinga",
> "Laelia", "Lagenocarpus", "Lemurella", "Lepanthes", "Lepanthopsis",
> "Lindmania", "Liparis", "Lueddemannia", "Luisia", "Lycaste",
> "Machaerina", "Macradenia", "Macroclinium", "Malaxis", "Mapania",
> "Masdevallia", "Maxillaria", "Mesosetum", "Micraira", "Microstegium",
> "Monotagma", "Muhlenbergia", "Murdannia", "Nastus", "Navia",
> "Neoregelia", "Neottia", "Neurachne", "Notylia", "Oberonia",
> "Octomeria", "Odontoglossum", "Oeceoclades", "Oeonia", "Olyra",
> "Oncidium", "Orchidantha", "Oreobolus", "Oreorchis", "Orleanesia",
> "Ornithocephalus", "Oxygyne", "Paepalanthus", "Palisota",
> "Palmorchis", "Panicum", "Panisea", "Paphiopedilum", "Paspalum",
> "Pelexia", "Pennisetum", "Pentaschistis", "Peristylus", "Phaius",
> "Phalaenopsis", "Philodendron", "Phippsia", "Phleum", "Pholidota",
> "Phragmipedium", "Pitcairnia", "Pityphyllum", "Platanthera",
> "Platylepis", "Platystele", "Pleuranthodium", "Pleurothallis",
> "Poa", "Polystachya", "Porroglossum", "Prasophyllum", "Pristiglottis",
> "Promenaea", "Psathyrostachys", "Pseudolaelia", "Pseudoraphis",
> "Pseudovanilla", "Psychilis", "Pteroceras", "Pterostylis",
> "Puccinellia", "Puya", "Pycreus", "Racemobambos", "Restio",
> "Restrepia", "Rhipidocladum", "Rhynchospora", "Ronnbergia",
> "Saccharum", "Sacciolepis", "Sarcochilus", "Sasa", "Scaphosepalum",
> "Scaphyglottis", "Schismatoglottis", "Schizachyrium", "Schizostachyum",
> "Scindapsus", "Scleria", "Sclerochloa", "Sesleria", "Sigmatostalix",
> "Sirhookera", "Skeptrostachys", "Sobennikoffia", "Sobralia",
> "Sorghum", "Spathoglottis", "Specklinia", "Spodiopogon",
> "Sporobolus", "Stelis", "Steudnera", "Stipa", "Stylochaeton",
> "Syngonanthus", "Tacca", "Taeniophyllum", "Telipogon", "Thelymitra",
> "Thismia", "Thrixspermum", "Tillandsia", "Tonina", "Tragus",
> "Trichoglottis", "Trichopilia", "Trichosalpinx", "Trichotosia",
> "Tridactyle", "Tripogandra", "Tropidia", "Typhonium", "Uncinia",
> "Vanda", "Vriesea", "Xyris", "Zameioscirpus", "Zeuxine",
> "Zingiber", "Zygopetalum"), class = "factor")), .Names = c("ECO_NAME",
> "Order", "Family", "Genus"), row.names = c(NA, 3200L), class = "data.frame")
> On 20 May 2011, at 23:49, Eduard Szöcs wrote:
>
> Like this?
>
> dfc2 <- cast(dfm, ECO_NAME ~ variable + value, length)
>
> Eduard
>
>
> Am 21.05.2011 00:39, schrieb Chris Mcowen:
>> Hi Eduard,
>>
>> That is a handy package, i hadn't come across.
>>
>> The ouput from dcf is perfect.
>>
>> But for dfm:
>>
>> ECO_NAME Order Family
>> 134 Central Range montane rain forests Zingiberales Zingiberaceae
>> 269 Central Range montane rain forests Zingiberales Zingiberaceae
>> 364 Biak-Numfoor rain forests Asparagales Orchidaceae
>> 500 Central Range montane rain forests Asparagales Orchidaceae
>> 566 Central Range montane rain forests Poales Centrolepidaceae
>> 567 Huon Peninsula montane rain forests Poales Centrolepidaceae
>> 755 Central Range montane rain forests Asparagales Lomandraceae
>> 906 Huon Peninsula montane rain forests Asparagales Orchidaceae
>> 1079 Central Range montane rain forests Zingiberales Zingiberaceae
>> 1175 Central Range montane rain forests Asparagales Orchidaceae
>> 1271 Central Range montane rain forests Poales Cyperaceae
>> 1421 Central Range montane rain forests Poales Eriocaulaceae
>> 1581 Huon Peninsula montane rain forests Asparagales Orchidaceae
>> 1621 Biak-Numfoor rain forests Alismatales Araceae
>> 1622 Central Range montane rain forests Alismatales Araceae
>> 1811 Central Range montane rain forests Poales Cyperaceae
>> 1928 Central Range montane rain forests Commelinales Commelinaceae
>> 2141 Central Range montane rain forests Poales Poaceae
>> 2142 Huon Peninsula montane rain forests Poales Poaceae
>> 2276 Central Range montane rain forests Poales Poaceae
>> 2391 Huon Peninsula montane rain forests Asparagales Orchidaceae
>> 2525 Central Range montane rain forests Asparagales Orchidaceae
>> 2526 Huon Peninsula montane rain forests Asparagales Orchidaceae
>> 2660 Central Range montane rain forests Asparagales Orchidaceae
>>
>> I would want to count how many time a order appears in each eco_name and then how many times a family appears in each eco_name and how many times a genus appears in each eco_name.
>>
>> For example to ask the question: How many Zingiberaceae family are there in Central Range montane rain forests? But to query this for each eco_name.
>>
>> I hope this makes sense.
>>
>> Chris
>>
>>
>>
>>
>> On 20 May 2011, at 23:23, Eduard Szöcs wrote:
>>
>> Using the reshape package:
>>
>> require(reshape)
>> dfm<- melt(data2, id = "ECO_NAME")
>> dfc<- cast(dfm, ECO_NAME~variable, function(x) length(unique(x)))
>>
>>
>> Eduard
>>
>> Am 20.05.2011 23:19, schrieb Chris Mcowen:
>>> Dear List,
>>>
>>> I am looking to calculate two things from my data frame and was after some advice. For the example below i want to know.
>>>
>>> 1. How many unique Orders/Families and Genera there are per eco-name
>>>
>>> 2. How many incidences are there for each Order/Family and Genus there are per eco-region
>>>
>>> I have 650 econame.
>>>
>>> I.e for Biak-Numfoor rain forests there are 2 orders, 2 families and two genera. Also, Alismatales are represented once, Asparagales once etc etc.
>>>
>>> Thanks for any advice.
>>>
>>> Chris
>>>
>>>
>>> ECO_NAME Order Family Genus
>>> Biak-Numfoor rain forests Alismatales Araceae Homalomena
>>> Biak-Numfoor rain forests Asparagales Orchidaceae Bromheadia
>>> Central Range montane rain forests Alismatales Araceae Homalomena
>>> Central Range montane rain forests Asparagales Lomandraceae Cordyline
>>> Central Range montane rain forests Asparagales Orchidaceae Thelymitra
>>> Central Range montane rain forests Asparagales Orchidaceae Dendrobium
>>> Central Range montane rain forests Asparagales Orchidaceae Vanda
>>> Central Range montane rain forests Asparagales Orchidaceae Bulbophyllum
>>> Central Range montane rain forests Asparagales Orchidaceae Bulbophyllum
>>> Central Range montane rain forests Asparagales Orchidaceae Dendrobium
>>> Central Range montane rain forests Asparagales Orchidaceae Dendrobium
>>> Central Range montane rain forests Commelinales Commelinaceae Murdannia
>>> Central Range montane rain forests Poales Centrolepidaceae Centrolepis
>>> Central Range montane rain forests Poales Cyperaceae Machaerina
>>> Central Range montane rain forests Poales Cyperaceae Eleocharis
>>> Central Range montane rain forests Poales Eriocaulaceae Eriocaulon
>>> Central Range montane rain forests Poales Poaceae Schizostachyum
>>> Central Range montane rain forests Poales Poaceae Poa
>>> Central Range montane rain forests Zingiberales Zingiberaceae Alpinia
>>> Central Range montane rain forests Zingiberales Zingiberaceae Curcuma
>>> Central Range montane rain forests Zingiberales Zingiberaceae Amomum
>>> Huon Peninsula montane rain forests Asparagales Orchidaceae Taeniophyllum
>>> Huon Peninsula montane rain forests Asparagales Orchidaceae Corybas
>>> Huon Peninsula montane rain forests Asparagales Orchidaceae Thelymitra
>>> Huon Peninsula montane rain forests Asparagales Orchidaceae Glomera
>>> Huon Peninsula montane rain forests Poales Centrolepidaceae Centrolepis
>>> Huon Peninsula montane rain forests Poales Poaceae Poa
>>>
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>>>
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