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  "Date": "2026-02-27",
  "Title": "Handling and analysis of high-throughput microbiome census data",
  "Description": "phyloseq provides a set of classes and tools to facilitate\nthe import, storage, analysis, and graphical display of\nmicrobiome census data.",
  "Authors@R": "c(\nperson(\"Paul J.\", \"McMurdie\", email = \"joey711@gmail.com\",\nrole = c(\"aut\", \"cre\")),\nperson(\"Susan\", \"Holmes\", email = \"susan@stat.stanford.edu\",\nrole = \"aut\"),\nperson(\"Gregory\", \"Jordan\", role = \"ctb\"),\nperson(\"Scott\", \"Chamberlain\", role = \"ctb\")\n)",
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  "biocViews": "ImmunoOncology, Sequencing, Microbiome, Metagenomics,\nClustering, Classification, MultipleComparison,\nGeneticVariability",
  "URL": "http://dx.plos.org/10.1371/journal.pone.0061217",
  "BugReports": "https://github.com/joey711/phyloseq/issues",
  "Collate": "'allClasses.R' 'allPackage.R' 'allData.R' 'as-methods.R'\n'show-methods.R' 'plot-methods.R' 'extract-methods.R'\n'almostAllAccessors.R' 'otuTable-class.R' 'phyloseq-class.R'\n'taxonomyTable-class.R' 'IO-methods.R' 'merge-methods.R'\n'multtest-wrapper.R' 'ordination-methods.R'\n'transform_filter-methods.R' 'validity-methods.R'\n'assignment-methods.R' 'sampleData-class.R' 'extend_vegan.R'\n'network-methods.R' 'distance-methods.R'\n'deprecated_functions.R' 'extend_DESeq2.R' 'phylo-class.R'\n'extend_metagenomeSeq.R'",
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  "Repository": "https://bioc.r-universe.dev",
  "Date/Publication": "2026-04-28 12:36:14 UTC",
  "RemoteUrl": "https://github.com/bioc/phyloseq",
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  "Author": "Paul J. McMurdie [aut, cre],\nSusan Holmes [aut],\nGregory Jordan [ctb],\nScott Chamberlain [ctb]",
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      "title": "Handling and analysis of high-throughput phylogenetic sequence data.",
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        "phyloseq-package"
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        "[,sample_data,ANY,ANY,ANY-method",
        "[,taxonomyTable,ANY,ANY,ANY-method",
        "[,XStringSet,character,ANY,ANY-method"
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        "access"
      ]
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      "title": "Build a 'tax_table' from a named possibly-jagged list",
      "topics": [
        "build_tax_table"
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    },
    {
      "page": "data-enterotype",
      "title": "(Data) Enterotypes of the human gut microbiome (2011)",
      "topics": [
        "data-enterotype",
        "enterotype"
      ]
    },
    {
      "page": "data-esophagus",
      "title": "(Data) Small example dataset from a human esophageal community (2004)",
      "topics": [
        "data-esophagus",
        "esophagus"
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    },
    {
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      "title": "(Data) Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample (2011)",
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        "GlobalPatterns"
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      "topics": [
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        "soilrep"
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    {
      "page": "dist-class",
      "title": "An S4 placeholder for the 'dist' class.",
      "topics": [
        "dist-class"
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    },
    {
      "page": "distance",
      "title": "Calculate distance, dissimilarity",
      "topics": [
        "distance",
        "distance,otu_table,character-method",
        "distance,phyloseq,ANY-method",
        "distance,phyloseq,character-method"
      ]
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      "page": "distanceMethodList",
      "title": "List of distance method keys supported in 'distance'",
      "topics": [
        "distanceMethodList"
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    },
    {
      "page": "DPCoA",
      "title": "Calculate Double Principle Coordinate Analysis (DPCoA) using phylogenetic distance",
      "topics": [
        "DPCoA"
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    },
    {
      "page": "estimate_richness",
      "title": "Summarize alpha diversity",
      "topics": [
        "estimate_richness"
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    {
      "page": "export_env_file",
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      "title": "Filter taxa based on across-sample OTU abundance criteria",
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    {
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      "topics": [
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    {
      "page": "gapstat_ord",
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      "topics": [
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    },
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      "page": "genefilter_sample-methods",
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        "genefilter_sample,matrix-method",
        "genefilter_sample,otu_table-method",
        "genefilter_sample,phyloseq-method"
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    {
      "page": "get_sample-methods",
      "title": "Returns all abundance values for species 'i'.",
      "topics": [
        "get_sample",
        "get_sample,otu_table-method",
        "get_sample,phyloseq-method"
      ]
    },
    {
      "page": "get_taxa-methods",
      "title": "Returns all abundance values of sample 'i'.",
      "topics": [
        "get_taxa",
        "get_taxa,otu_table-method",
        "get_taxa,phyloseq-method"
      ]
    },
    {
      "page": "get_taxa_unique",
      "title": "Get a unique vector of the observed taxa at a particular taxonomic rank",
      "topics": [
        "get_taxa_unique"
      ]
    },
    {
      "page": "get_variable",
      "title": "Get the values for a particular variable in sample_data",
      "topics": [
        "get_variable"
      ]
    },
    {
      "page": "getslots.phyloseq",
      "title": "Return the non-empty slot names of a phyloseq object.",
      "topics": [
        "getslots.phyloseq"
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    },
    {
      "page": "import",
      "title": "Universal import method (wrapper) for phyloseq-package",
      "topics": [
        "import"
      ]
    },
    {
      "page": "import_biom",
      "title": "Import phyloseq data from biom-format file",
      "topics": [
        "import_biom"
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    },
    {
      "page": "import_env_file",
      "title": "Read a UniFrac-formatted ENV file.",
      "topics": [
        "import_env_file"
      ]
    },
    {
      "page": "import_mothur",
      "title": "General function for importing mothur data files into phyloseq.",
      "topics": [
        "import_mothur"
      ]
    },
    {
      "page": "import_mothur_dist",
      "title": "Import mothur-formatted distance file",
      "topics": [
        "import_mothur_dist"
      ]
    },
    {
      "page": "import_pyrotagger_tab",
      "title": "Imports a tab-delimited version of the pyrotagger output file.",
      "topics": [
        "import_pyrotagger_tab"
      ]
    },
    {
      "page": "import_qiime",
      "title": "Import function to read the now legacy-format QIIME OTU table.",
      "topics": [
        "import_qiime"
      ]
    },
    {
      "page": "import_qiime_otu_tax",
      "title": "Import now legacy-format QIIME OTU table as a list of two matrices.",
      "topics": [
        "import_qiime_otu_tax"
      ]
    },
    {
      "page": "import_qiime_sample_data",
      "title": "Import just 'sample_data' file from QIIME pipeline.",
      "topics": [
        "import_qiime_sample_data"
      ]
    },
    {
      "page": "import_RDP_cluster",
      "title": "Import RDP cluster file and return otu_table (abundance table).",
      "topics": [
        "import_RDP_cluster"
      ]
    },
    {
      "page": "import_RDP_otu",
      "title": "Import new RDP OTU-table format",
      "topics": [
        "import_RDP_otu"
      ]
    },
    {
      "page": "import_uparse",
      "title": "Import UPARSE file format",
      "topics": [
        "import_uparse"
      ]
    },
    {
      "page": "import_usearch_uc",
      "title": "Import usearch table format ('.uc') to OTU table",
      "topics": [
        "import_usearch_uc"
      ]
    },
    {
      "page": "make_network",
      "title": "Make microbiome network (igraph)",
      "topics": [
        "make_network"
      ]
    },
    {
      "page": "merge_phyloseq",
      "title": "Merge arguments into one phyloseq object.",
      "topics": [
        "merge_phyloseq"
      ]
    },
    {
      "page": "merge_phyloseq_pair-methods",
      "title": "Merge pair of phyloseq component data objects of the same class.",
      "topics": [
        "merge_phyloseq_pair",
        "merge_phyloseq_pair,otu_table,otu_table-method",
        "merge_phyloseq_pair,phylo,phylo-method",
        "merge_phyloseq_pair,sample_data,sample_data-method",
        "merge_phyloseq_pair,taxonomyTable,taxonomyTable-method",
        "merge_phyloseq_pair,XStringSet,XStringSet-method"
      ]
    },
    {
      "page": "merge_samples-methods",
      "title": "Merge samples based on a sample variable or factor.",
      "topics": [
        "merge_samples",
        "merge_samples,otu_table-method",
        "merge_samples,phyloseq-method",
        "merge_samples,sample_data-method"
      ]
    },
    {
      "page": "merge_taxa-methods",
      "title": "Merge a subset of the species in 'x' into one species/taxa/OTU.",
      "topics": [
        "merge_taxa",
        "merge_taxa,otu_table-method",
        "merge_taxa,phylo-method",
        "merge_taxa,phyloseq-method",
        "merge_taxa,sample_data-method",
        "merge_taxa,taxonomyTable-method",
        "merge_taxa,XStringSet-method"
      ]
    },
    {
      "page": "microbio_me_qiime",
      "title": "Import microbio.me/qiime (QIIME-DB) data package",
      "topics": [
        "microbio_me_qiime"
      ]
    },
    {
      "page": "mt-methods",
      "title": "Multiple testing of taxa abundance according to sample categories/classes",
      "topics": [
        "mt",
        "mt,otu_table,character-method",
        "mt,otu_table,factor-method",
        "mt,otu_table,integer-method",
        "mt,otu_table,logical-method",
        "mt,otu_table,numeric-method",
        "mt,phyloseq,ANY-method"
      ]
    },
    {
      "page": "nodeplotblank",
      "title": "Function to avoid plotting node labels",
      "topics": [
        "nodeplotblank"
      ]
    },
    {
      "page": "nodeplotboot",
      "title": "Generates a function for labeling bootstrap values on a phylogenetic tree.",
      "topics": [
        "nodeplotboot"
      ]
    },
    {
      "page": "nodeplotdefault",
      "title": "Generates a default node-label function",
      "topics": [
        "nodeplotdefault"
      ]
    },
    {
      "page": "nsamples-methods",
      "title": "Get the number of samples.",
      "topics": [
        "nsamples",
        "nsamples,ANY-method",
        "nsamples,otu_table-method",
        "nsamples,phyloseq-method",
        "nsamples,sample_data-method"
      ]
    },
    {
      "page": "ntaxa-methods",
      "title": "Get the number of taxa/species.",
      "topics": [
        "ntaxa",
        "ntaxa,ANY-method",
        "ntaxa,otu_table-method",
        "ntaxa,phylo-method",
        "ntaxa,phyloseq-method",
        "ntaxa,taxonomyTable-method",
        "ntaxa,XStringSet-method"
      ]
    },
    {
      "page": "ordinate",
      "title": "Perform an ordination on phyloseq data",
      "topics": [
        "ordinate"
      ]
    },
    {
      "page": "otu_table-methods",
      "title": "Build or access the otu_table.",
      "topics": [
        "otu_table",
        "otu_table,ANY-method",
        "otu_table,data.frame-method",
        "otu_table,matrix-method",
        "otu_table,otu_table-method",
        "otu_table,phyloseq-method"
      ]
    },
    {
      "page": "otu_table-class",
      "title": "The S4 class for storing taxa-abundance information.",
      "topics": [
        "otu_table-class"
      ]
    },
    {
      "page": "assign-otu_table",
      "title": "Assign a new OTU Table to 'x'",
      "topics": [
        "assign-otu_table",
        "otu_table<-",
        "otu_table<-,otu_table,otu_table-method",
        "otu_table<-,phyloseq,otu_table-method",
        "otu_table<-,phyloseq,phyloseq-method"
      ]
    },
    {
      "page": "parseTaxonomy-functions",
      "title": "Parse elements of a taxonomy vector",
      "topics": [
        "parse_taxonomy_default",
        "parse_taxonomy_greengenes",
        "parse_taxonomy_qiime"
      ]
    },
    {
      "page": "phy_tree-methods",
      "title": "Retrieve phylogenetic tree ('phylo'-class) from object.",
      "topics": [
        "phy_tree",
        "phy_tree,ANY-method",
        "phy_tree,phylo-method"
      ]
    },
    {
      "page": "assign-phy_tree",
      "title": "Assign a (new) phylogenetic tree to 'x'",
      "topics": [
        "assign-phy_tree",
        "phy_tree<-",
        "phy_tree<-,phyloseq,phylo-method",
        "phy_tree<-,phyloseq,phyloseq-method"
      ]
    },
    {
      "page": "phylo-class",
      "title": "An S4 placeholder of the main phylogenetic tree class from the ape package.",
      "topics": [
        "phylo-class"
      ]
    },
    {
      "page": "phyloseq",
      "title": "Build phyloseq-class objects from their components.",
      "topics": [
        "phyloseq"
      ]
    },
    {
      "page": "phyloseq_to_deseq2",
      "title": "Convert phyloseq data to DESeq2 dds object",
      "topics": [
        "phyloseq_to_deseq2"
      ]
    },
    {
      "page": "phyloseq_to_metagenomeSeq",
      "title": "Convert phyloseq data to MetagenomeSeq MRexperiment object",
      "topics": [
        "phyloseq_to_metagenomeSeq"
      ]
    },
    {
      "page": "phyloseq-class",
      "title": "The main experiment-level class for phyloseq data",
      "topics": [
        "phyloseq-class"
      ]
    },
    {
      "page": "phyloseq-deprecated",
      "title": "Depcrecated functions in the phyloseq package.",
      "topics": [
        "deprecated_phyloseq_function",
        "filterfunSample",
        "genefilterSample",
        "getSamples",
        "getSpecies",
        "getTaxa",
        "getVariable",
        "import_qiime_sampleData",
        "merge_species",
        "nspecies",
        "otuTable",
        "otuTable<-",
        "phyloseq-deprecated",
        "plot_richness_estimates",
        "plot_taxa_bar",
        "prune_species",
        "rank.names",
        "samData",
        "sample.names",
        "sample.variables",
        "sampleData",
        "sampleData<-",
        "sampleNames",
        "sampleSums",
        "sam_data",
        "sam_data<-",
        "show_mothur_list_cutoffs",
        "species.names",
        "speciesAreRows",
        "speciesarerows",
        "speciesAreRows<-",
        "speciesSums",
        "subset_species",
        "taxaplot",
        "taxglom",
        "taxTab",
        "taxtab",
        "taxTab<-",
        "tipglom",
        "tre",
        "tre<-"
      ]
    },
    {
      "page": "plot_bar",
      "title": "A flexible, informative barplot phyloseq data",
      "topics": [
        "plot_bar"
      ]
    },
    {
      "page": "plot_clusgap",
      "title": "Create a ggplot summary of gap statistic results",
      "topics": [
        "plot_clusgap"
      ]
    },
    {
      "page": "plot_heatmap",
      "title": "Create an ecologically-organized heatmap using ggplot2 graphics",
      "topics": [
        "plot_heatmap"
      ]
    },
    {
      "page": "plot_net",
      "title": "Microbiome Network Plot using ggplot2",
      "topics": [
        "plot_net"
      ]
    },
    {
      "page": "plot_network",
      "title": "Microbiome Network Plot using ggplot2",
      "topics": [
        "plot_network"
      ]
    },
    {
      "page": "plot_ordination",
      "title": "General ordination plotter based on ggplot2.",
      "topics": [
        "plot_ordination"
      ]
    },
    {
      "page": "plot_phyloseq-methods",
      "title": "Generic plot defaults for phyloseq.",
      "topics": [
        "plot_phyloseq",
        "plot_phyloseq,phyloseq-method"
      ]
    },
    {
      "page": "plot_richness",
      "title": "Plot alpha diversity, flexibly with ggplot2",
      "topics": [
        "plot_richness"
      ]
    },
    {
      "page": "plot_scree",
      "title": "General ordination eigenvalue plotter using ggplot2.",
      "topics": [
        "plot_scree"
      ]
    },
    {
      "page": "plot_tree",
      "title": "Plot a phylogenetic tree with optional annotations",
      "topics": [
        "plot_tree"
      ]
    },
    {
      "page": "prune_samples-methods",
      "title": "Define a subset of samples to keep in a phyloseq object.",
      "topics": [
        "prune_samples",
        "prune_samples,character,otu_table-method",
        "prune_samples,character,phyloseq-method",
        "prune_samples,character,sample_data-method",
        "prune_samples,logical,ANY-method"
      ]
    },
    {
      "page": "prune_taxa-methods",
      "title": "Prune unwanted OTUs / taxa from a phylogenetic object.",
      "topics": [
        "prune_taxa",
        "prune_taxa,character,otu_table-method",
        "prune_taxa,character,phylo-method",
        "prune_taxa,character,phyloseq-method",
        "prune_taxa,character,sample_data-method",
        "prune_taxa,character,taxonomyTable-method",
        "prune_taxa,character,XStringSet-method",
        "prune_taxa,logical,ANY-method",
        "prune_taxa,NULL,ANY-method"
      ]
    },
    {
      "page": "psmelt",
      "title": "Melt phyloseq data object into large data.frame",
      "topics": [
        "psmelt"
      ]
    },
    {
      "page": "rank_names",
      "title": "Retrieve the names of the taxonomic ranks",
      "topics": [
        "rank_names"
      ]
    },
    {
      "page": "rarefy_even_depth",
      "title": "Resample an OTU table such that all samples have the same library size.",
      "topics": [
        "rarefy_even_depth"
      ]
    },
    {
      "page": "read_tree",
      "title": "Somewhat flexible tree-import function",
      "topics": [
        "read_tree"
      ]
    },
    {
      "page": "read_tree_greengenes",
      "title": "Read GreenGenes tree released in annotated newick format",
      "topics": [
        "read_tree_greengenes"
      ]
    },
    {
      "page": "refseq-methods",
      "title": "Retrieve reference sequences ('XStringSet'-class) from object.",
      "topics": [
        "refseq",
        "refseq,ANY-method",
        "refseq,XStringSet-method"
      ]
    },
    {
      "page": "rm_outlierf",
      "title": "Set to FALSE any outlier species greater than f fractional abundance.",
      "topics": [
        "rm_outlierf"
      ]
    },
    {
      "page": "sample_data-methods",
      "title": "Build or access sample_data.",
      "topics": [
        "sample_data",
        "sample_data,ANY-method",
        "sample_data,data.frame-method"
      ]
    },
    {
      "page": "sample_data-class",
      "title": "The S4 for storing sample variables.",
      "topics": [
        "sample_data-class"
      ]
    },
    {
      "page": "assign-sample_data",
      "title": "Assign (new) sample_data to 'x'",
      "topics": [
        "assign-sample_data",
        "sample_data<-"
      ]
    },
    {
      "page": "sample_names-methods",
      "title": "Get sample names.",
      "topics": [
        "sample_names",
        "sample_names,ANY-method",
        "sample_names,otu_table-method",
        "sample_names,phyloseq-method",
        "sample_names,sample_data-method"
      ]
    },
    {
      "page": "assign-sample_names",
      "title": "Replace OTU identifier names",
      "topics": [
        "assign-sample_names",
        "sample_names<-",
        "sample_names<-,ANY,ANY-method",
        "sample_names<-,ANY,character-method",
        "sample_names<-,otu_table,character-method",
        "sample_names<-,phyloseq,character-method",
        "sample_names<-,sample_data,character-method"
      ]
    },
    {
      "page": "sample_sums",
      "title": "Returns the total number of individuals observed from each sample.",
      "topics": [
        "sample_sums"
      ]
    },
    {
      "page": "sample_variables",
      "title": "Get the sample variables present in sample_data",
      "topics": [
        "sample_variables"
      ]
    },
    {
      "page": "show_mothur_cutoffs",
      "title": "Show cutoff values available in a mothur file.",
      "topics": [
        "show_mothur_cutoffs"
      ]
    },
    {
      "page": "show-methods",
      "title": "method extensions to show for phyloseq objects.",
      "topics": [
        "show,otu_table-method",
        "show,phyloseq-method",
        "show,sample_data-method",
        "show,taxonomyTable-method"
      ]
    },
    {
      "page": "subset_ord_plot",
      "title": "Subset points from an ordination-derived ggplot",
      "topics": [
        "subset_ord_plot"
      ]
    },
    {
      "page": "subset_samples-methods",
      "title": "Subset samples by sample_data expression",
      "topics": [
        "subset_samples"
      ]
    },
    {
      "page": "subset_taxa-methods",
      "title": "Subset species by taxonomic expression",
      "topics": [
        "subset_taxa"
      ]
    },
    {
      "page": "transpose-methods",
      "title": "Transpose 'otu_table-class' or 'phyloseq-class'",
      "topics": [
        "t",
        "t,otu_table-method",
        "t,phyloseq-method"
      ]
    },
    {
      "page": "tax_glom",
      "title": "Agglomerate taxa of the same type.",
      "topics": [
        "tax_glom"
      ]
    },
    {
      "page": "tax_table-methods",
      "title": "Build or access the taxonomyTable.",
      "topics": [
        "tax_table",
        "tax_table,ANY-method",
        "tax_table,data.frame-method",
        "tax_table,matrix-method"
      ]
    },
    {
      "page": "assign-tax_table",
      "title": "Assign a (new) Taxonomy Table to 'x'",
      "topics": [
        "assign-tax_table",
        "tax_table<-",
        "tax_table<-,phyloseq,ANY-method",
        "tax_table<-,phyloseq,taxonomyTable-method",
        "tax_table<-,taxonomyTable,ANY-method",
        "tax_table<-,taxonomyTable,taxonomyTable-method"
      ]
    },
    {
      "page": "taxa_are_rows-methods",
      "title": "Access taxa_are_rows slot from otu_table objects.",
      "topics": [
        "taxa_are_rows",
        "taxa_are_rows,ANY-method",
        "taxa_are_rows,otu_table-method",
        "taxa_are_rows,phyloseq-method"
      ]
    },
    {
      "page": "assign-taxa_are_rows",
      "title": "Manually change taxa_are_rows through assignment.",
      "topics": [
        "assign-taxa_are_rows",
        "taxa_are_rows<-",
        "taxa_are_rows<-,otu_table,logical-method",
        "taxa_are_rows<-,phyloseq,logical-method"
      ]
    },
    {
      "page": "taxa_names-methods",
      "title": "Get species / taxa names.",
      "topics": [
        "taxa_names",
        "taxa_names,ANY-method",
        "taxa_names,otu_table-method",
        "taxa_names,phylo-method",
        "taxa_names,phyloseq-method",
        "taxa_names,sample_data-method",
        "taxa_names,taxonomyTable-method",
        "taxa_names,XStringSet-method"
      ]
    },
    {
      "page": "assign-taxa_names",
      "title": "Replace OTU identifier names",
      "topics": [
        "assign-taxa_names",
        "taxa_names<-",
        "taxa_names<-,ANY,ANY-method",
        "taxa_names<-,ANY,character-method",
        "taxa_names<-,otu_table,character-method",
        "taxa_names<-,phylo,character-method",
        "taxa_names<-,phyloseq,character-method",
        "taxa_names<-,taxonomyTable,character-method",
        "taxa_names<-,XStringSet,character-method"
      ]
    },
    {
      "page": "taxa_sums",
      "title": "Returns the total number of individuals observed from each species/taxa/OTU.",
      "topics": [
        "taxa_sums"
      ]
    },
    {
      "page": "taxonomyTable-class",
      "title": "An S4 class that holds taxonomic classification data as a character matrix.",
      "topics": [
        "taxonomyTable-class"
      ]
    },
    {
      "page": "threshrank",
      "title": "Thresholded rank transformation.",
      "topics": [
        "threshrank"
      ]
    },
    {
      "page": "threshrankfun",
      "title": "A closure version of the 'threshrank' function.",
      "topics": [
        "threshrankfun"
      ]
    },
    {
      "page": "tip_glom",
      "title": "Agglomerate closely-related taxa using single-linkage clustering.",
      "topics": [
        "tip_glom"
      ]
    },
    {
      "page": "topf",
      "title": "Make filter fun. that returns the top f fraction of taxa in a sample.",
      "topics": [
        "topf"
      ]
    },
    {
      "page": "topk",
      "title": "Make filter fun. the most abundant 'k' taxa",
      "topics": [
        "topk"
      ]
    },
    {
      "page": "topp",
      "title": "Make filter fun. that returns the most abundant 'p' fraction of taxa",
      "topics": [
        "topp"
      ]
    },
    {
      "page": "transformcounts",
      "title": "Transform abundance data in an 'otu_table', sample-by-sample.",
      "topics": [
        "transformSampleCounts",
        "transform_sample_counts"
      ]
    },
    {
      "page": "tree_layout",
      "title": "Returns a data table defining the line segments of a phylogenetic tree.",
      "topics": [
        "tree_layout"
      ]
    },
    {
      "page": "UniFrac-methods",
      "title": "Calculate weighted or unweighted (Fast) UniFrac distance for all sample pairs.",
      "topics": [
        "UniFrac",
        "UniFrac,phyloseq-method"
      ]
    }
  ],
  "_readme": "https://github.com/bioc/phyloseq/raw/HEAD/README.md",
  "_rundeps": [
    "ade4",
    "ape",
    "Biobase",
    "BiocGenerics",
    "biomformat",
    "Biostrings",
    "cli",
    "cluster",
    "codetools",
    "cpp11",
    "crayon",
    "data.table",
    "digest",
    "farver",
    "foreach",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "igraph",
    "IRanges",
    "isoband",
    "iterators",
    "jsonlite",
    "labeling",
    "lattice",
    "lifecycle",
    "magrittr",
    "MASS",
    "Matrix",
    "mgcv",
    "multtest",
    "nlme",
    "permute",
    "pixmap",
    "pkgconfig",
    "plyr",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "reshape2",
    "rlang",
    "S4Vectors",
    "S7",
    "scales",
    "Seqinfo",
    "sp",
    "stringi",
    "stringr",
    "survival",
    "vctrs",
    "vegan",
    "viridisLite",
    "withr",
    "XVector"
  ],
  "_vignettes": [
    {
      "source": "phyloseq-analysis.Rmd",
      "filename": "phyloseq-analysis.html",
      "title": "Vignette for phyloseq: Analysis of high-throughput microbiome census data",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Other resources",
        "Summary",
        "About this vignette",
        "Data",
        "Interface with the microbio.me/qiime server",
        "Included Data",
        "Simple exploratory graphics",
        "Easy Richness Estimates",
        "Exploratory tree plots",
        "Exploratory bar plots",
        "Exploratory analysis and graphics",
        "Exploratory Heat Map",
        "Microbiome Network Representation",
        "Ordination Methods",
        "Principal Coordinates Analysis (PCoA)",
        "non-metric Multi-Dimensional Scaling (NMDS)",
        "Correspondence Analysis (CA)",
        "Double Principle Coordinate Analysis (DPCoA)",
        "Distance Methods",
        "distance(): Central Distance Function",
        "UniFrac and weighted UniFrac",
        "Hierarchical Clustering",
        "Multiple Testing and Differential Abundance"
      ],
      "created": "2013-10-16 19:02:13",
      "modified": "2026-02-27 23:49:05",
      "commits": 12
    },
    {
      "source": "phyloseq-mixture-models.Rmd",
      "filename": "phyloseq-mixture-models.html",
      "title": "Example using Negative Binomial in Microbiome Differential Abundance Testing",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Other resources",
        "The experimental data used in this example",
        "Import data with phyloseq, convert to DESeq2",
        "Convert to DESeq2's DESeqDataSet class",
        "DESeq2 conversion and call",
        "Investigate test results table",
        "Plot Results"
      ],
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      "source": "phyloseq-basics.Rmd",
      "filename": "phyloseq-basics.html",
      "title": "Basic storage, access, and manipulation of phylogenetic sequencing data with phyloseq",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Other resources",
        "Introduction",
        "About this vignette",
        "Typesetting Legend <a id=\"sec:typeset-legend\"></a>",
        "Other links and tutorials",
        "phyloseq classes <a id=\"sec:app-classes\"></a>",
        "Load phyloseq and import data <a id=\"sec:load\"></a>",
        "Load phyloseq",
        "Import data",
        "Import from biom-format <a id=\"sec:biom\"></a>",
        "Import from QIIME (Modern)<a id=\"sec:qiimeimport\"></a>",
        "Sample data from QIIME",
        "Input",
        "Output",
        "QIIME Example Tutorial",
        "Import from QIIME Legacy<a id=\"sec:qiimeimportleg\"></a>",
        "Import from mothur <a id=\"sec:mothurimport\"></a>",
        "Import from PyroTagger",
        "Import from RDP pipeline",
        "Expected Naming Convention",
        "Example Data (included)",
        "phyloseq Object Summaries",
        "Convert raw data to phyloseq components",
        "phyloseq() function: building complex phyloseq objects",
        "Merge",
        "Accessor functions <a id=\"sec:accessors\"></a>",
        "Trimming, subsetting, filtering phyloseq data <a id=\"sec:trim\"></a>",
        "Trimming: prune_taxa()",
        "Simple filtering example",
        "Arbitrarily complex abundance filtering",
        "genefilter_sample(): Filter by Within-Sample Criteria",
        "filter_taxa(): Filter by Across-Sample Criteria",
        "subset_samples(): Subset by Sample Variables",
        "subset_taxa(): subset by taxonomic categories",
        "random subsample abundance data",
        "Transform abundance data<a id=\"sec:transform\"></a>",
        "Phylogenetic smoothing <a id=\"sec:glom\"></a>",
        "tax_glom()",
        "tip_glom()",
        "Installation",
        "Installing Parallel Backend",
        "References"
      ],
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      "modified": "2026-02-27 23:49:05",
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    {
      "source": "phyloseq-FAQ.Rmd",
      "filename": "phyloseq-FAQ.html",
      "title": "phyloseq Frequently Asked Questions (FAQ)",
      "author": "Paul McMurdie and Susan Holmes",
      "engine": "knitr::rmarkdown",
      "headings": [
        "- I tried reading my biom file using phyloseq, but it didn’t work. What’s wrong?",
        "Good News: HDF5-biom should be supported in next release",
        "HDF5 (Version 2.0) biom-format: biomformat",
        "Not every data component is included in .biom files",
        "Other issues related the biom-format",
        "- microbio_me_qiime() returned an error. What’s wrong?",
        "The QIIME-DB Server is Permanently Down.",
        "An interface to Qiita is Planned.",
        "- I want a phyloseq graphic that looks like...",
        "Modify the ggplot object yourself.",
        "psmelt and ggplot2",
        "Submit a Pull Request (Advanced)",
        "Define a ggplot2 extension (Advanced)",
        "- There’s a typo in phyloseq documentation, tutorials, or vignettes",
        "Fix the typo directly on GitHub",
        "Minimal GIT and GitHub Exercise",
        "- I read \"Waste Not, Want Not...\" but...",
        "I tried to use DESeq2 to normalize my data, but now I don't know what to do...",
        "My libraries/samples had different total number of reads, what do I do?",
        "Should I normalize my data before alpha-diversity analysis",
        "Negative numbers in my transformed data table?",
        "I get an error regarding geometric mean",
        "Pseudocounts are not appropriate for my data, because...",
        "I’m scared that the Negative Binomial doesn’t fit my data well",
        "I don’t know how to test for differential abundance now. How do I do that?",
        "- I need help analyzing my data. It has the following study design...",
        "Please be more specific",
        "Please respect my time (and other package authors)",
        "Pay for Help (not me)"
      ],
      "created": "2016-03-23 00:14:21",
      "modified": "2019-02-17 22:28:11",
      "commits": 3
    }
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