Last data update: 2014.03.03
R: abundance
abundance
Description
abundance
generates an abundance table. This table can be either weighted or unweighted.
Usage
abundance(object, ...)
Arguments
object
An OTUset or a TAXset object
...
Additional arguments. These will depend on if the object is an OTUset or a TAXset object.
Details
These are other arguments passed to abundance
taxCol If generating the abundance from a TAXset object, taxCol
selects the column of the tax
dataframe from which to calculate the abundance.
assignmentCol If generating the abundance from an OTUset object assignmentCol
will select a column of the assignmentData
dataframe to use when calculating abundance. This will override the default of creating an abundance table of the OTUs and instead create an abundance table of a column in the assignmentData
dataframe.
sampleCol sampleCol
generates the abundance table using a column in the sampleData data fram instead of the default of using the sampleID.
collab An optional parameter that selets a column of the sampleData
dataframe to use when labeling the columns of the abundance table.
weighted By default this is FALSE. When set to TRUE abundance
will return proportional abundances.
Value
The returned value will be a data.frame.
Examples
## locate directory with data
dirPath <- system.file("extdata/Sogin_2006", package="OTUbase")
## read in data into OTUset object
soginOTU <- readOTUset(dirPath=dirPath, level="0.03", samplefile="sogin.groups", fastafile="sogin.fasta", otufile="sogin.unique.filter.fn.list", sampleADF="sample_metadata.txt")
## calculate abundance
abundance(soginOTU, collab="Site")
Results
R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
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Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(OTUbase)
Loading required package: S4Vectors
Loading required package: stats4
Loading required package: BiocGenerics
Loading required package: parallel
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:parallel':
clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
clusterExport, clusterMap, parApply, parCapply, parLapply,
parLapplyLB, parRapply, parSapply, parSapplyLB
The following objects are masked from 'package:stats':
IQR, mad, xtabs
The following objects are masked from 'package:base':
Filter, Find, Map, Position, Reduce, anyDuplicated, append,
as.data.frame, cbind, colnames, do.call, duplicated, eval, evalq,
get, grep, grepl, intersect, is.unsorted, lapply, lengths, mapply,
match, mget, order, paste, pmax, pmax.int, pmin, pmin.int, rank,
rbind, rownames, sapply, setdiff, sort, table, tapply, union,
unique, unsplit
Attaching package: 'S4Vectors'
The following objects are masked from 'package:base':
colMeans, colSums, expand.grid, rowMeans, rowSums
Loading required package: IRanges
Loading required package: ShortRead
Loading required package: BiocParallel
Loading required package: Biostrings
Loading required package: XVector
Loading required package: Rsamtools
Loading required package: GenomeInfoDb
Loading required package: GenomicRanges
Loading required package: GenomicAlignments
Loading required package: SummarizedExperiment
Loading required package: Biobase
Welcome to Bioconductor
Vignettes contain introductory material; view with
'browseVignettes()'. To cite Bioconductor, see
'citation("Biobase")', and for packages 'citation("pkgname")'.
Loading required package: vegan
Loading required package: permute
Loading required package: lattice
This is vegan 2.4-0
================================================================================
Welcome to OTUbase version 1.22.0
Attaching package: 'OTUbase'
The following object is masked from 'package:GenomicAlignments':
seqnames
The following object is masked from 'package:SummarizedExperiment':
seqnames
The following object is masked from 'package:GenomicRanges':
seqnames
The following object is masked from 'package:GenomeInfoDb':
seqnames
> png(filename="/home/ddbj/snapshot/RGM3/R_BC/result/OTUbase/abundance.Rd_%03d_medium.png", width=480, height=480)
> ### Name: abundance
> ### Title: abundance
> ### Aliases: abundance,.TAXset-method abundance,.OTUset-method abundance
> ### Keywords: abundance
>
> ### ** Examples
>
>
> ## locate directory with data
> dirPath <- system.file("extdata/Sogin_2006", package="OTUbase")
>
> ## read in data into OTUset object
> soginOTU <- readOTUset(dirPath=dirPath, level="0.03", samplefile="sogin.groups", fastafile="sogin.fasta", otufile="sogin.unique.filter.fn.list", sampleADF="sample_metadata.txt")
Looking for column with names
>
> ## calculate abundance
> abundance(soginOTU, collab="Site")
s
o Lower deep water Oxygen minimum Labrador seawater Labrador seawater
otu1 0 0 2 1
otu10 2 0 0 0
otu100 1 0 0 0
otu101 0 0 0 0
otu102 0 0 0 1
otu103 0 0 0 0
otu104 0 0 0 0
otu105 1 0 0 1
otu106 0 1 0 1
otu107 0 0 1 0
otu108 0 0 1 0
otu109 0 0 0 1
otu11 0 0 0 1
otu110 0 0 1 0
otu111 1 0 0 0
otu112 1 0 0 0
otu113 1 0 0 0
otu114 0 0 0 0
otu115 1 0 0 0
otu116 0 1 0 0
otu117 0 0 0 1
otu118 0 0 0 0
otu119 0 0 0 0
otu12 0 4 2 0
otu120 0 0 0 0
otu121 0 1 0 0
otu122 0 0 0 0
otu123 0 0 0 0
otu124 0 0 0 0
otu125 0 0 0 0
otu126 0 0 1 0
otu127 0 0 0 0
otu128 0 0 0 0
otu129 0 0 0 0
otu13 0 0 0 0
otu130 0 0 0 0
otu131 0 0 0 0
otu132 0 0 0 0
otu133 0 0 0 0
otu134 0 0 0 0
otu135 0 0 0 0
otu136 0 0 0 0
otu137 0 0 0 0
otu138 0 1 3 2
otu139 0 0 0 0
otu14 1 6 5 9
otu140 0 0 0 0
otu141 0 0 0 0
otu142 0 0 1 0
otu143 0 0 1 0
otu144 0 0 0 1
otu145 0 0 0 0
otu146 0 0 0 1
otu147 0 0 0 1
otu148 0 0 0 0
otu149 0 1 0 0
otu15 0 0 0 0
otu150 0 0 0 0
otu151 0 0 0 0
otu152 0 0 1 0
otu153 1 0 0 0
otu154 0 0 0 0
otu155 0 0 0 0
otu156 0 0 0 0
otu157 0 1 0 0
otu158 1 0 0 0
otu159 0 0 0 1
otu16 0 0 1 0
otu160 0 0 0 0
otu161 0 0 0 0
otu162 0 0 0 0
otu163 0 0 0 0
otu164 0 0 0 0
otu165 0 0 0 0
otu166 0 0 0 0
otu167 0 0 0 0
otu168 0 0 0 0
otu169 0 0 0 0
otu17 0 0 0 1
otu170 0 0 0 0
otu171 0 0 0 0
otu172 0 0 0 0
otu173 0 0 0 0
otu174 0 0 0 0
otu175 0 0 0 0
otu176 0 0 0 0
otu177 0 0 0 0
otu178 0 0 0 0
otu179 0 0 0 0
otu18 2 1 0 0
otu180 0 0 0 0
otu181 0 0 0 0
otu182 0 0 0 0
otu183 0 0 0 0
otu184 0 0 0 0
otu185 0 0 0 0
otu186 0 0 0 0
otu187 0 0 0 0
otu188 0 0 0 0
otu189 0 0 0 0
otu19 0 0 1 0
otu190 0 0 0 0
otu191 0 0 0 0
otu192 0 0 0 0
otu193 0 0 0 0
otu194 0 0 0 0
otu195 0 0 0 0
otu196 0 0 0 0
otu197 0 0 0 0
otu198 0 0 0 0
otu199 0 0 0 0
otu2 0 0 0 1
otu20 1 1 0 1
otu200 0 0 0 0
otu201 0 0 0 0
otu202 0 0 0 0
otu203 0 0 0 0
otu204 0 0 0 0
otu205 0 0 1 0
otu206 1 0 0 0
otu207 0 0 0 1
otu208 1 0 0 0
otu209 1 0 0 0
otu21 0 2 0 0
otu210 0 0 0 0
otu211 0 0 0 0
otu212 0 0 1 0
otu213 0 0 0 0
otu214 0 0 1 0
otu215 0 0 0 0
otu216 0 1 0 0
otu217 0 0 0 0
otu218 0 0 1 0
otu219 0 0 0 1
otu22 0 0 0 0
otu220 0 1 0 0
otu221 1 2 0 0
otu222 0 0 0 0
otu223 0 0 1 0
otu224 0 0 2 0
otu225 0 0 0 0
otu226 0 1 0 0
otu227 0 0 0 0
otu228 0 0 0 0
otu229 1 0 0 0
otu23 0 0 0 0
otu230 1 0 0 0
otu231 0 0 0 0
otu232 0 0 0 1
otu233 0 0 0 2
otu234 3 0 1 0
otu235 0 0 0 0
otu236 0 0 0 0
otu237 0 0 0 0
otu238 0 0 0 0
otu239 2 0 0 0
otu24 0 0 0 0
otu240 0 1 0 0
otu241 0 0 0 0
otu242 2 1 0 0
otu243 1 0 0 0
otu244 0 0 1 0
otu245 0 1 1 0
otu246 0 0 0 1
otu247 0 0 0 1
otu248 0 1 0 0
otu249 0 0 1 0
otu25 0 0 0 0
otu250 1 0 0 0
otu251 4 0 0 0
otu252 0 3 1 1
otu253 1 0 0 0
otu254 0 0 0 0
otu255 0 0 0 0
otu256 0 0 0 0
otu257 0 0 0 0
otu258 0 0 0 0
otu259 0 0 0 0
otu26 0 1 0 0
otu260 0 0 0 1
otu261 0 0 0 0
otu262 0 0 0 0
otu263 0 0 0 0
otu264 0 0 0 0
otu265 0 0 0 0
otu266 0 0 0 0
otu267 0 0 0 0
otu268 0 0 0 0
otu269 0 0 0 0
otu27 0 0 1 0
otu270 0 0 0 0
otu271 0 0 0 0
otu272 0 1 0 0
otu273 0 0 0 0
otu274 0 0 0 0
otu275 0 1 0 0
otu276 0 0 0 1
otu277 0 0 0 1
otu278 2 3 0 0
otu279 0 0 1 1
otu28 0 0 0 0
otu280 0 0 1 0
otu281 0 0 0 0
otu282 0 0 0 0
otu283 0 0 0 0
otu284 0 0 0 0
otu285 0 0 0 0
otu286 0 0 0 0
otu287 0 0 0 0
otu288 0 0 0 0
otu289 0 0 0 0
otu29 0 0 0 0
otu290 1 0 0 0
otu291 1 0 0 0
otu292 1 0 0 0
otu293 0 0 0 0
otu294 0 0 0 0
otu295 0 0 0 0
otu296 0 0 0 0
otu297 0 0 0 0
otu298 0 0 0 0
otu299 0 0 0 0
otu3 0 0 0 0
otu30 0 0 0 0
otu300 0 0 0 0
otu301 0 0 0 0
otu302 0 0 0 0
otu303 0 0 0 0
otu304 0 0 0 0
otu305 1 0 0 0
otu306 2 0 0 0
otu307 0 1 0 0
otu308 1 0 0 0
otu309 0 0 1 0
otu31 0 0 0 0
otu310 0 0 0 0
otu311 0 0 0 0
otu312 0 0 0 0
otu313 0 1 1 0
otu314 0 0 0 0
otu315 0 0 0 0
otu316 0 0 0 0
otu317 0 0 0 0
otu318 0 0 0 0
otu319 0 0 0 0
otu32 0 0 0 0
otu320 0 0 0 0
otu321 1 0 0 0
otu322 0 0 0 0
otu323 0 0 0 0
otu324 0 0 0 0
otu325 0 0 0 0
otu326 0 0 0 0
otu327 1 0 0 0
otu328 1 0 0 0
otu329 0 0 0 0
otu33 1 0 0 0
otu330 0 0 0 0
otu331 0 0 0 0
otu332 0 0 0 0
otu333 0 0 0 0
otu334 0 0 0 0
otu335 0 0 0 1
otu336 0 0 0 0
otu337 0 1 0 0
otu338 0 1 0 0
otu339 1 0 0 0
otu34 0 0 1 0
otu340 2 0 0 0
otu341 0 0 0 0
otu342 0 0 0 0
otu343 0 0 0 0
otu344 0 0 0 0
otu345 0 0 0 0
otu346 0 0 0 0
otu347 0 0 0 0
otu348 0 0 0 0
otu349 0 0 0 0
otu35 0 0 1 0
otu350 0 0 0 0
otu351 0 0 0 0
otu352 0 0 0 0
otu353 0 0 0 0
otu354 0 0 0 0
otu355 0 1 0 0
otu356 0 0 0 0
otu357 0 0 0 0
otu358 0 1 0 0
otu359 0 0 0 1
otu36 1 0 0 0
otu360 0 0 0 0
otu361 0 0 0 0
otu362 0 1 1 0
otu363 0 0 1 2
otu364 7 4 1 0
otu365 0 0 0 1
otu366 1 0 0 0
otu367 0 0 0 0
otu368 0 0 0 0
otu369 0 0 0 0
otu37 0 0 0 0
otu370 1 0 0 1
otu371 1 0 0 0
otu372 0 0 0 0
otu373 1 0 0 0
otu374 0 0 0 0
otu375 0 0 0 0
otu376 0 0 0 1
otu377 0 0 0 1
otu378 0 0 0 0
otu379 0 0 0 0
otu38 0 0 0 2
otu380 0 0 0 0
otu381 0 0 0 0
otu382 0 0 0 0
otu383 0 0 0 0
otu384 0 0 0 0
otu385 0 0 0 0
otu386 0 4 0 2
otu387 0 0 0 0
otu388 0 0 0 1
otu389 1 9 5 4
otu39 1 3 0 1
otu390 0 0 0 1
otu391 0 0 0 1
otu392 0 0 0 0
otu393 0 1 0 0
otu394 0 0 1 0
otu395 0 2 3 1
otu396 0 0 0 1
otu397 0 1 0 0
otu398 0 0 0 0
otu399 1 0 0 0
otu4 1 0 0 0
otu40 0 0 0 0
otu41 0 1 1 0
otu42 1 0 0 0
otu43 1 0 0 1
otu44 0 0 0 0
otu45 0 0 0 0
otu46 0 0 0 0
otu47 0 0