ProblemSets_PartII/Math227C20Sp_P09_ElasticNet.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Problem Set 9\n",
    "\n",
    "## Example: predicting colon cancer from stool microbiome composition"
   ]
  },
  {
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   "execution_count": 1,
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   "source": [
    "# plot settings\n",
    "options(repr.plot.width=15, repr.plot.height=10)"
   ]
  },
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     "text": [
      "'getOption(\"repos\")' replaces Bioconductor standard repositories, see\n",
      "'help(\"repositories\", package = \"BiocManager\")' for details.\n",
      "Replacement repositories:\n",
      "    CRAN: https://cran.r-project.org\n",
      "\n",
      "Bioconductor version 3.17 (BiocManager 1.30.20), R 4.3.1 (2023-06-16)\n",
      "\n",
      "Old packages: 'AnnotationDbi', 'ape', 'askpass', 'basilisk', 'BH',\n",
      "  'BiocManager', 'boot', 'brew', 'bslib', 'cachem', 'Cairo', 'callr', 'cli',\n",
      "  'cluster', 'codetools', 'commonmark', 'cpp11', 'crosstalk', 'curl',\n",
      "  'cyclocomp', 'DBI', 'dbplyr', 'DelayedArray', 'DelayedMatrixStats', 'desc',\n",
      "  'deSolve', 'digest', 'dplyr', 'dqrng', 'DT', 'evaluate', 'ExperimentHub',\n",
      "  'fansi', 'farver', 'fastmap', 'filelock', 'FNN', 'fontawesome', 'foreign',\n",
      "  'fs', 'GenomeInfoDb', 'GenomicRanges', 'ggplot2', 'ggrastr', 'ggrepel',\n",
      "  'glue', 'gtable', 'htmltools', 'htmlwidgets', 'httpuv', 'httr', 'IRanges',\n",
      "  'jsonlite', 'KEGGREST', 'KernSmooth', 'knitr', 'labeling', 'languageserver',\n",
      "  'later', 'lattice', 'lifecycle', 'lintr', 'MatrixGenerics', 'matrixStats',\n",
      "  'mgcv', 'munsell', 'nlme', 'openssl', 'pbdZMQ', 'pkgload', 'plyr',\n",
      "  'processx', 'promises', 'ps', 'purrr', 'R.oo', 'R.utils', 'ragg', 'Rcpp',\n",
      "  'RcppAnnoy', 'RcppEigen', 'RcppHNSW', 'RCurl', 'remotes', 'repr',\n",
      "  'reticulate', 'rlang', 'rmarkdown', 'roxygen2', 'rpart', 'rprojroot',\n",
      "  'RSQLite', 'Rtsne', 'S4Arrays', 'S4Vectors', 'sass', 'scales', 'shape',\n",
      "  'shiny', 'sparseMatrixStats', 'spatial', 'stringi', 'stringr', 'styler',\n",
      "  'SummarizedExperiment', 'survival', 'systemfonts', 'textshaping', 'tidyr',\n",
      "  'tidyselect', 'tidytree', 'tinytex', 'treeio', 'utf8', 'uuid', 'uwot',\n",
      "  'vctrs', 'vegan', 'vipor', 'viridis', 'withr', 'xfun', 'xml2', 'yaml',\n",
      "  'yulab.utils'\n",
      "\n",
      "'getOption(\"repos\")' replaces Bioconductor standard repositories, see\n",
      "'help(\"repositories\", package = \"BiocManager\")' for details.\n",
      "Replacement repositories:\n",
      "    CRAN: https://cran.r-project.org\n",
      "\n",
      "Bioconductor version 3.17 (BiocManager 1.30.20), R 4.3.1 (2023-06-16)\n",
      "\n",
      "Installing package(s) 'ExperimentHub'\n",
      "\n",
      "Warning message:\n",
      "“unable to access index for repository https://bioconductor.org/packages/3.17/data/annotation/bin/macosx/big-sur-arm64/contrib/4.3:\n",
      "  cannot open URL 'https://bioconductor.org/packages/3.17/data/annotation/bin/macosx/big-sur-arm64/contrib/4.3/PACKAGES'”\n",
      "Warning message:\n",
      "“unable to access index for repository https://bioconductor.org/packages/3.17/data/experiment/bin/macosx/big-sur-arm64/contrib/4.3:\n",
      "  cannot open URL 'https://bioconductor.org/packages/3.17/data/experiment/bin/macosx/big-sur-arm64/contrib/4.3/PACKAGES'”\n",
      "Warning message:\n",
      "“unable to access index for repository https://bioconductor.org/packages/3.17/workflows/bin/macosx/big-sur-arm64/contrib/4.3:\n",
      "  cannot open URL 'https://bioconductor.org/packages/3.17/workflows/bin/macosx/big-sur-arm64/contrib/4.3/PACKAGES'”\n"
     ]
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "The downloaded binary packages are in\n",
      "\t/var/folders/50/jnzhs6x51t5fbw5vy7ntbqfc0000gn/T//Rtmpwqnnoa/downloaded_packages\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Old packages: 'AnnotationDbi', 'ape', 'askpass', 'basilisk', 'BH',\n",
      "  'BiocManager', 'boot', 'brew', 'bslib', 'cachem', 'Cairo', 'callr', 'cli',\n",
      "  'cluster', 'codetools', 'commonmark', 'cpp11', 'crosstalk', 'curl',\n",
      "  'cyclocomp', 'DBI', 'dbplyr', 'DelayedArray', 'DelayedMatrixStats', 'desc',\n",
      "  'deSolve', 'digest', 'dplyr', 'dqrng', 'DT', 'evaluate', 'fansi', 'farver',\n",
      "  'fastmap', 'filelock', 'FNN', 'fontawesome', 'foreign', 'fs', 'GenomeInfoDb',\n",
      "  'GenomicRanges', 'ggplot2', 'ggrastr', 'ggrepel', 'glue', 'gtable',\n",
      "  'htmltools', 'htmlwidgets', 'httpuv', 'httr', 'IRanges', 'jsonlite',\n",
      "  'KEGGREST', 'KernSmooth', 'knitr', 'labeling', 'languageserver', 'later',\n",
      "  'lattice', 'lifecycle', 'lintr', 'MatrixGenerics', 'matrixStats', 'mgcv',\n",
      "  'munsell', 'nlme', 'openssl', 'pbdZMQ', 'pkgload', 'plyr', 'processx',\n",
      "  'promises', 'ps', 'purrr', 'R.oo', 'R.utils', 'ragg', 'Rcpp', 'RcppAnnoy',\n",
      "  'RcppEigen', 'RcppHNSW', 'RCurl', 'remotes', 'repr', 'reticulate', 'rlang',\n",
      "  'rmarkdown', 'roxygen2', 'rpart', 'rprojroot', 'RSQLite', 'Rtsne',\n",
      "  'S4Arrays', 'S4Vectors', 'sass', 'scales', 'shape', 'shiny',\n",
      "  'sparseMatrixStats', 'spatial', 'stringi', 'stringr', 'styler',\n",
      "  'SummarizedExperiment', 'survival', 'systemfonts', 'textshaping', 'tidyr',\n",
      "  'tidyselect', 'tidytree', 'tinytex', 'treeio', 'utf8', 'uuid', 'uwot',\n",
      "  'vctrs', 'vegan', 'vipor', 'viridis', 'withr', 'xfun', 'xml2', 'yaml',\n",
      "  'yulab.utils'\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "The downloaded binary packages are in\n",
      "\t/var/folders/50/jnzhs6x51t5fbw5vy7ntbqfc0000gn/T//Rtmpwqnnoa/downloaded_packages\n"
     ]
    }
   ],
   "source": [
    "# Install a package BioConductor ExperimentHub to access the example data\n",
    "if (!requireNamespace(\"BiocManager\", quietly = TRUE))\n",
    "    install.packages(\"BiocManager\")\n",
    "BiocManager::install()\n",
    "BiocManager::install(\"ExperimentHub\")\n",
    "\n",
    "# Install glmnet for LASSO and Elastic Net regression\n",
    "install.packages(\"glmnet\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "vscode": {
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     "output_type": "stream",
     "text": [
      "Bioconductor version '3.17' is out-of-date; the current release version '3.19'\n",
      "  is available with R version '4.4'; see https://bioconductor.org/install\n",
      "\n",
      "Loading required package: Matrix\n",
      "\n",
      "Loaded glmnet 4.1-8\n",
      "\n"
     ]
    }
   ],
   "source": [
    "\n",
    "library(\"BiocManager\")\n",
    "library(\"glmnet\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "vscode": {
     "languageId": "r"
    }
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    {
     "name": "stderr",
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     "text": [
      "Loading required package: BiocGenerics\n",
      "\n",
      "\n",
      "Attaching package: ‘BiocGenerics’\n",
      "\n",
      "\n",
      "The following objects are masked from ‘package:stats’:\n",
      "\n",
      "    IQR, mad, sd, var, xtabs\n",
      "\n",
      "\n",
      "The following objects are masked from ‘package:base’:\n",
      "\n",
      "    anyDuplicated, aperm, append, as.data.frame, basename, cbind,\n",
      "    colnames, dirname, do.call, duplicated, eval, evalq, Filter, Find,\n",
      "    get, grep, grepl, intersect, is.unsorted, lapply, Map, mapply,\n",
      "    match, mget, order, paste, pmax, pmax.int, pmin, pmin.int,\n",
      "    Position, rank, rbind, Reduce, rownames, sapply, setdiff, sort,\n",
      "    table, tapply, union, unique, unsplit, which.max, which.min\n",
      "\n",
      "\n",
      "Loading required package: AnnotationHub\n",
      "\n",
      "Loading required package: BiocFileCache\n",
      "\n",
      "Loading required package: dbplyr\n",
      "\n",
      "'getOption(\"repos\")' replaces Bioconductor standard repositories, see\n",
      "'help(\"repositories\", package = \"BiocManager\")' for details.\n",
      "Replacement repositories:\n",
      "    CRAN: https://cran.r-project.org\n",
      "\n",
      "Bioconductor version 3.17 (BiocManager 1.30.20), R 4.3.1 (2023-06-16)\n",
      "\n",
      "Installing package(s) 'curatedMetagenomicData'\n",
      "\n",
      "also installing the dependencies ‘densvis’, ‘scuttle’, ‘scater’, ‘mia’\n",
      "\n",
      "\n",
      "Warning message:\n",
      "“unable to access index for repository https://bioconductor.org/packages/3.17/data/annotation/bin/macosx/big-sur-arm64/contrib/4.3:\n",
      "  cannot open URL 'https://bioconductor.org/packages/3.17/data/annotation/bin/macosx/big-sur-arm64/contrib/4.3/PACKAGES'”\n",
      "Warning message:\n",
      "“unable to access index for repository https://bioconductor.org/packages/3.17/data/experiment/bin/macosx/big-sur-arm64/contrib/4.3:\n",
      "  cannot open URL 'https://bioconductor.org/packages/3.17/data/experiment/bin/macosx/big-sur-arm64/contrib/4.3/PACKAGES'”\n",
      "Warning message:\n",
      "“unable to access index for repository https://bioconductor.org/packages/3.17/workflows/bin/macosx/big-sur-arm64/contrib/4.3:\n",
      "  cannot open URL 'https://bioconductor.org/packages/3.17/workflows/bin/macosx/big-sur-arm64/contrib/4.3/PACKAGES'”\n",
      "Package which is only available in source form, and may need\n",
      "  compilation of C/C++/Fortran: ‘densvis’\n",
      "\n"
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    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "The downloaded binary packages are in\n",
      "\t/var/folders/50/jnzhs6x51t5fbw5vy7ntbqfc0000gn/T//Rtmpwqnnoa/downloaded_packages\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "installing the source packages ‘densvis’, ‘scater’, ‘curatedMetagenomicData’\n",
      "\n",
      "\n",
      "Warning message in install.packages(...):\n",
      "“installation of package ‘densvis’ had non-zero exit status”\n",
      "Warning message in install.packages(...):\n",
      "“installation of package ‘curatedMetagenomicData’ had non-zero exit status”\n",
      "Warning message in install.packages(...):\n",
      "“installation of package ‘scater’ had non-zero exit status”\n",
      "Old packages: 'AnnotationDbi', 'ape', 'askpass', 'basilisk', 'BH',\n",
      "  'BiocManager', 'boot', 'brew', 'bslib', 'cachem', 'Cairo', 'callr', 'cli',\n",
      "  'cluster', 'codetools', 'commonmark', 'cpp11', 'crosstalk', 'curl',\n",
      "  'cyclocomp', 'DBI', 'dbplyr', 'DelayedArray', 'DelayedMatrixStats', 'desc',\n",
      "  'deSolve', 'digest', 'dplyr', 'dqrng', 'DT', 'evaluate', 'fansi', 'farver',\n",
      "  'fastmap', 'filelock', 'FNN', 'fontawesome', 'foreign', 'fs', 'GenomeInfoDb',\n",
      "  'GenomicRanges', 'ggplot2', 'ggrastr', 'ggrepel', 'glue', 'gtable',\n",
      "  'htmltools', 'htmlwidgets', 'httpuv', 'httr', 'IRanges', 'jsonlite',\n",
      "  'KEGGREST', 'KernSmooth', 'knitr', 'labeling', 'languageserver', 'later',\n",
      "  'lattice', 'lifecycle', 'lintr', 'MatrixGenerics', 'matrixStats', 'mgcv',\n",
      "  'munsell', 'nlme', 'openssl', 'pbdZMQ', 'pkgload', 'plyr', 'processx',\n",
      "  'promises', 'ps', 'purrr', 'R.oo', 'R.utils', 'ragg', 'Rcpp', 'RcppAnnoy',\n",
      "  'RcppEigen', 'RcppHNSW', 'RCurl', 'remotes', 'repr', 'reticulate', 'rlang',\n",
      "  'rmarkdown', 'roxygen2', 'rpart', 'rprojroot', 'RSQLite', 'Rtsne',\n",
      "  'S4Arrays', 'S4Vectors', 'sass', 'scales', 'shape', 'shiny',\n",
      "  'sparseMatrixStats', 'spatial', 'stringi', 'stringr', 'styler',\n",
      "  'SummarizedExperiment', 'survival', 'systemfonts', 'textshaping', 'tidyr',\n",
      "  'tidyselect', 'tidytree', 'tinytex', 'treeio', 'utf8', 'uuid', 'uwot',\n",
      "  'vctrs', 'vegan', 'vipor', 'viridis', 'withr', 'xfun', 'xml2', 'yaml',\n",
      "  'yulab.utils'\n",
      "\n",
      "loading from cache\n",
      "\n",
      "require(“Biobase”)\n",
      "\n"
     ]
    }
   ],
   "source": [
    "library(\"ExperimentHub\")\n",
    "\n",
    "eh = ExperimentHub()\n",
    "data = eh[[\"EH361\"]]\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Explore the data set\n",
    "\n",
    "Explore our data set. The rows are the presence of microbes in the gut. They also contain the presence of cancer. The columns represent different patients. \n",
    "\n",
    "__i) How many patients are in the data set?__\n",
    "\n",
    "__ii) How many species of microbe are in the data set?__\n",
    "\n",
    "There are possible 3 disease states. Create a data set with only patients who are either \"N\" (No cancer) or \"cancer\" (cancer). In other words, remove the patiends with adenomas.\n",
    "\n",
    "__iii) After removing the patients with adenomas, how many patients are in the data set?__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "vscode": {
     "languageId": "r"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ExpressionSet (storageMode: lockedEnvironment)\n",
       "assayData: 1505 features, 156 samples \n",
       "  element names: exprs \n",
       "protocolData: none\n",
       "phenoData\n",
       "  sampleNames: CCIS00146684ST-4-0 CCIS00281083ST-3-0 ...\n",
       "    CCIS98832363ST-4-0 (156 total)\n",
       "  varLabels: subjectID age ... number_reads (15 total)\n",
       "  varMetadata: labelDescription\n",
       "featureData: none\n",
       "experimentData: use 'experimentData(object)'\n",
       "  pubMedIds: 25432777 \n",
       "Annotation:  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
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       "<ol class=list-inline><li>'k__Bacteria'</li><li>'k__Viruses'</li><li>'k__Bacteria|p__Firmicutes'</li><li>'k__Bacteria|p__Bacteroidetes'</li><li>'k__Bacteria|p__Actinobacteria'</li><li>'k__Bacteria|p__Verrucomicrobia'</li><li>'k__Bacteria|p__Proteobacteria'</li><li>'k__Viruses|p__Viruses_noname'</li><li>'k__Bacteria|p__Candidatus_Saccharibacteria'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria'</li><li>'k__Bacteria|p__Firmicutes|c__Negativicutes'</li><li>'k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae'</li><li>'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria'</li><li>'k__Bacteria|p__Firmicutes|c__Erysipelotrichia'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname'</li><li>'k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales'</li><li>'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales'</li><li>'k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales'</li><li>'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales'</li><li>'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales'</li><li>'k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae'</li><li>'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae'</li><li>'k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales|f__Verrucomicrobiaceae'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname'</li><li>'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiales_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname'</li><li>'k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Subdoligranulum'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium'</li><li>'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Phascolarctobacterium'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium'</li><li>'k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales|f__Verrucomicrobiaceae|g__Akkermansia'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname|g__Bacteroidales_noname'</li><li>'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiales_noname|g__Burkholderiales_noname'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Coprobacter'</li><li>'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Coriobacteriaceae_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Adlercreutzia'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Parasutterella'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Butyrivibrio'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Anaerotruncus'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Clostridiales_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Veillonella'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella'</li><li>'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Solobacterium'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__C2likevirus'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Pediococcus'</li><li>'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Pseudoflavonifractor'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Gordonibacter'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacteriaceae_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Parvimonas'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname|g__Gemella'</li><li>'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcaceae_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis|g__Clostridiales_Family_XIII_Incertae_Sedis_noname'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Alloprevotella'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis|g__Clostridiales_Family_XIII_Incertae_Sedis_unclassified'</li><li>'k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname|g__Candidatus_Saccharibacteria_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Lactococcus'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcus'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Granulicatella'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Flavonifractor'</li><li>'k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname|g__Candidatus_Saccharibacteria_noname_unclassified'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Subdoligranulum|s__Subdoligranulum_unclassified'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_longum'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_putredinis'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus|s__Coprococcus_comes'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_bromii'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_rectale'</li><li>'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Phascolarctobacterium|s__Phascolarctobacterium_succinatutens'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_ramulus'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_hallii'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_vulgatus'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_obeum'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_sp_5_1_39BFAA'</li><li>'k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales|f__Verrucomicrobiaceae|g__Akkermansia|s__Akkermansia_muciniphila'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_uniformis'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_ovatus'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_leptum'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_hadrus'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_shahii'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia|s__Roseburia_hominis'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_5_1_63FAA'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_lactaris'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_champanellensis'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_merdae'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_L2_50'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_ventriosum'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus|s__Coprococcus_catus'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_eligens'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_caccae'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_torques'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_faecis'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname|g__Bacteroidales_noname|s__Bacteroidales_bacterium_ph8'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_8_1_57FAA'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea|s__Dorea_longicatena'</li><li>'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila|s__Bilophila_unclassified'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiales_noname|g__Burkholderiales_noname|s__Burkholderiales_bacterium_1_1_47'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_splanchnicus'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia|s__Roseburia_inulinivorans'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_dorei'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea|s__Dorea_formicigenerans'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_fragilis'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_cellulosilyticus'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Coprobacter|s__Coprobacter_fastidiosus'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Coriobacteriaceae_noname|s__Coriobacteriaceae_bacterium_phI'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Subdoligranulum|s__Subdoligranulum_sp_4_3_54A2FAA'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_thetaiotaomicron'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Adlercreutzia|s__Adlercreutzia_equolifaciens'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_salivarius'</li><li>'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_unclassified'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Parasutterella|s__Parasutterella_excrementihominis'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter|s__Oscillibacter_unclassified'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_coli'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_gnavus'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Butyrivibrio|s__Butyrivibrio_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_bartlettii'</li><li>'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_filiformis'</li><li>'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila|s__Bilophila_wadsworthia'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Anaerotruncus|s__Anaerotruncus_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_2_1_58FAA'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Clostridiales_noname|s__Clostridiales_bacterium_1_7_47FAA'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_7_1_58FAA'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia|s__Rothia_mucilaginosa'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_callidus'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_hathewayi'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Solobacterium|s__Solobacterium_moorei'</li><li>'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Veillonella|s__Veillonella_atypica'</li><li>⋯</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname|f__Bacteroidetes_noname'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname|f__Bacteroidetes_noname|g__Bacteroidetes_noname'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_1_1_30'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus|s__Bacillus_subtilis'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_dysgalactiae'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname|f__Bacteroidetes_noname|g__Bacteroidetes_noname|s__Bacteroidetes_bacterium_oral_taxon_272'</li><li>'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_desulfuricans|t__GCF_000420465'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_1_1_30|t__GCF_000218365'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus|s__Bacillus_subtilis|t__Bacillus_subtilis_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_dysgalactiae|t__Streptococcus_dysgalactiae_unclassified'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname|f__Bacteroidetes_noname|g__Bacteroidetes_noname|s__Bacteroidetes_bacterium_oral_taxon_272|t__GCF_000442105'</li><li>'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__P22likevirus'</li><li>'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__P22likevirus|s__Salmonella_phage_HK620'</li><li>'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida|s__Candida_albicans'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__P22likevirus|s__Salmonella_phage_HK620|t__PRJNA14115'</li><li>'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida|s__Candida_albicans|t__GCA_000182965'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_sp'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactobacillus_phage_PL_1'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_sp|t__GCF_000209835'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactobacillus_phage_PL_1|t__PRJNA227007'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Sutterella|s__Sutterella_parvirubra'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Sutterella|s__Sutterella_parvirubra|t__GCF_000250875'</li><li>'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_sp_AP2'</li><li>'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_sp_AP2|t__GCF_000327285'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_acidophilus'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_ICM47'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_amylovorus'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Comamonas|s__Comamonas_testosteroni'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_acidophilus|t__Lactobacillus_acidophilus_unclassified'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_ICM47|t__GCF_000278725'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_amylovorus|t__Lactobacillus_amylovorus_unclassified'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Comamonas|s__Comamonas_testosteroni|t__Comamonas_testosteroni_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_iners'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_iners|t__Lactobacillus_iners_unclassified'</li><li>'k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria'</li><li>'k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales'</li><li>'k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Bartonellaceae'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella'</li><li>'k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Bartonellaceae|g__Bartonella'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_unclassified'</li><li>'k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Bartonellaceae|g__Bartonella|s__Bartonella_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_aureus'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_aureus|t__Staphylococcus_aureus_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_cibaria'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_confusa'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_cibaria|t__GCF_000193635'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_confusa|t__GCF_000239955'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Diplodia_scrobiculata_RNA_virus_1'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Diplodia_scrobiculata_RNA_virus_1|t__PRJNA43007'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_urealyticum'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_urealyticum|t__Corynebacterium_urealyticum_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_sanfranciscensis'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_sanfranciscensis|t__GCF_000225325'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Marvinbryantia'</li><li>'k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Arcobacter'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Marvinbryantia|s__Marvinbryantia_formatexigens'</li><li>'k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Arcobacter|s__Arcobacter_butzleri'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Marvinbryantia|s__Marvinbryantia_formatexigens|t__GCF_000173815'</li><li>'k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Arcobacter|s__Arcobacter_butzleri|t__Arcobacter_butzleri_unclassified'</li><li>'k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobacterium'</li><li>'k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobacterium|s__Methanobacterium_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter|s__Oscillibacter_sp_KLE_1728'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter|s__Oscillibacter_sp_KLE_1728|t__GCF_000469425'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales|f__Herpesviridae'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales|f__Herpesviridae|g__Lymphocryptovirus'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales|f__Herpesviridae|g__Lymphocryptovirus|s__Human_herpesvirus_4'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales|f__Herpesviridae|g__Lymphocryptovirus|s__Human_herpesvirus_4|t__Human_herpesvirus_4_unclassified'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_sp_HGA1'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_difficile|t__GCF_000450985'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_sp_HGA1|t__GCF_000191845'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_sp_7L76'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parauberis'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_sp_7L76|t__GCF_000210115'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parauberis|t__Streptococcus_parauberis_unclassified'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Ralstonia'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_ul36'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Ralstonia|s__Ralstonia_unclassified'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Ralstonia|s__Ralstonia_pickettii'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_ul36|t__PRJNA14331'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Ralstonia|s__Ralstonia_pickettii|t__Ralstonia_pickettii_unclassified'</li><li>'k__Eukaryota|p__Eukaryota_noname'</li><li>'k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname'</li><li>'k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname'</li><li>'k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Providencia'</li><li>'k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae|g__Giardia'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_2_5'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_multisaccharivorax'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Providencia|s__Providencia_rettgeri'</li><li>'k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae|g__Giardia|s__Giardia_intestinalis'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_2_5|t__GCF_000159855'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_multisaccharivorax|t__GCF_000218235'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Providencia|s__Providencia_rettgeri|t__Providencia_rettgeri_unclassified'</li><li>'k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae|g__Giardia|s__Giardia_intestinalis|t__GCA_000002435'</li><li>'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Selenomonas|s__Selenomonas_artemidis'</li><li>'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Selenomonas|s__Selenomonas_artemidis|t__GCF_000187125'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_ovatus|t__GCF_000273195'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_influenzae'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_ICM7'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_urogenitalis'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_macedonicus'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_influenzae|t__Haemophilus_influenzae_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_ICM7|t__GCF_000287675'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_urogenitalis|t__GCF_000159035'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_macedonicus|t__GCF_000283635'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_172'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_saerimneri'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Neisseria|s__Neisseria_subflava'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_172|t__GCF_000466265'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_saerimneri|t__GCF_000317165'</li><li>'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Neisseria|s__Neisseria_subflava|t__GCF_000173955'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__Podoviridae_noname'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__Podoviridae_noname|s__Clostridium_phage_phiCP7R'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__Podoviridae_noname|s__Clostridium_phage_phiCP7R|t__PRJNA167663'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_finegoldii|t__GCF_000156195'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Oribacterium|s__Oribacterium_sp_oral_taxon_078'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_albertii'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Oribacterium|s__Oribacterium_sp_oral_taxon_078|t__Oribacterium_sp_oral_taxon_078_unclassified'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_albertii|t__Escherichia_albertii_unclassified'</li><li>'k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Brachyspiraceae'</li><li>'k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Brachyspiraceae|g__Brachyspira'</li><li>'k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Brachyspiraceae|g__Brachyspira|s__Brachyspira_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_pseudopneumoniae'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_pseudopneumoniae|t__Streptococcus_pseudopneumoniae_unclassified'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Porcine_stool_associated_circular_virus_2'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Porcine_stool_associated_circular_virus_2|t__PRJNA202891'</li><li>'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomyces'</li><li>'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomyces|s__Debaryomyces_hansenii'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Proteus|s__Proteus_unclassified'</li><li>'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomyces|s__Debaryomyces_hansenii|t__GCA_000006445'</li><li>'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Nakaseomyces'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_sp_3_2_56FAA'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_1_19'</li><li>'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Nakaseomyces|s__Candida_glabrata'</li><li>'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida|s__Candida_tropicalis'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_sp_3_2_56FAA|t__GCF_000185825'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_1_19|t__GCF_000163655'</li><li>'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Nakaseomyces|s__Candida_glabrata|t__GCA_000002545'</li><li>'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida|s__Candida_tropicalis|t__GCA_000006335'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_unclassified'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_jm3'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_jm3|t__PRJNA213075'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_936_sensu_lato|t__PRJNA17757'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parasanguinis|t__GCF_000260695'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_vitulinus'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_vitulinus|t__GCF_000286335'</li><li>'k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_coli'</li><li>'k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_coli|t__Campylobacter_coli_unclassified'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_mori'</li><li>'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_mori|t__GCF_000211415'</li><li>'k__Bacteria|p__Acidobacteria|c__Acidobacteriia|o__Acidobacteriales|f__Acidobacteriaceae|g__Acidobacteriaceae_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_gasicomitatum'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_laneus'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_gasicomitatum|t__GCF_000196855'</li><li>'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_laneus|t__GCF_000243215'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Dolosigranulum'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_striatum'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_pseudodiphtheriticum'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Dolosigranulum|s__Dolosigranulum_pigrum'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_striatum|t__GCF_000159135'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_pseudodiphtheriticum|t__GCF_000466825'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Dolosigranulum|s__Dolosigranulum_pigrum|t__GCF_000245815'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Streptococcus_phage_Sfi11'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Porcine_stool_associated_circular_virus_3'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Streptococcus_phage_Sfi11|t__PRJNA14054'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Porcine_stool_associated_circular_virus_3|t__PRJNA202890'</li><li>'k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Fretibacterium'</li><li>'k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Fretibacterium|s__Fretibacterium_fastidiosum'</li><li>'k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Fretibacterium|s__Fretibacterium_fastidiosum|t__GCF_000210715'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_stutzeri'</li><li>'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_stutzeri|t__Pseudomonas_stutzeri_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sp_GMD5S'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_farciminis'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sp_GMD5S|t__GCF_000298715'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_farciminis|t__GCF_000184535'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Adenoviridae'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Adenoviridae|g__Mastadenovirus'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Adenoviridae|g__Mastadenovirus|s__Human_adenovirus_D'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Adenoviridae|g__Mastadenovirus|s__Human_adenovirus_D|t__Human_adenovirus_D_unclassified'</li><li>'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_oris|t__GCF_000180015'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum|s__Actinobaculum_massiliense'</li><li>'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum|s__Actinobaculum_massiliense|t__GCF_000315465'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Myoviridae'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Myoviridae|g__PhiCD119likevirus'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Myoviridae|g__PhiCD119likevirus|s__PhiCD119likevirus_unclassified'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae|g__Alphabaculovirus'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae|g__Alphabaculovirus|s__Bombyx_mori_nucleopolyhedrovirus'</li><li>'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_termitidis'</li><li>'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae|g__Alphabaculovirus|s__Bombyx_mori_nucleopolyhedrovirus|t__Bombyx_mori_nucleopolyhedrovirus_unclassified'</li><li>'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_termitidis|t__GCF_000504305'</li></ol>\n"
      ],
      "text/latex": [
       "\\begin{enumerate*}\n",
       "\\item 'k\\_\\_Bacteria'\n",
       "\\item 'k\\_\\_Viruses'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Verrucomicrobia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Candidatus\\_Saccharibacteria'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Negativicutes'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Verrucomicrobia\\textbar{}c\\_\\_Verrucomicrobiae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Deltaproteobacteria'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Erysipelotrichia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Candidatus\\_Saccharibacteria\\textbar{}c\\_\\_Candidatus\\_Saccharibacteria\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Bifidobacteriales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Negativicutes\\textbar{}o\\_\\_Selenomonadales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Verrucomicrobia\\textbar{}c\\_\\_Verrucomicrobiae\\textbar{}o\\_\\_Verrucomicrobiales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Deltaproteobacteria\\textbar{}o\\_\\_Desulfovibrionales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Erysipelotrichia\\textbar{}o\\_\\_Erysipelotrichales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Pasteurellales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Bacillales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Candidatus\\_Saccharibacteria\\textbar{}c\\_\\_Candidatus\\_Saccharibacteria\\_noname\\textbar{}o\\_\\_Candidatus\\_Saccharibacteria\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Eubacteriaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Bifidobacteriales\\textbar{}f\\_\\_Bifidobacteriaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Rikenellaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Negativicutes\\textbar{}o\\_\\_Selenomonadales\\textbar{}f\\_\\_Acidaminococcaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Verrucomicrobia\\textbar{}c\\_\\_Verrucomicrobiae\\textbar{}o\\_\\_Verrucomicrobiales\\textbar{}f\\_\\_Verrucomicrobiaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Porphyromonadaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidales\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Deltaproteobacteria\\textbar{}o\\_\\_Desulfovibrionales\\textbar{}f\\_\\_Desulfovibrionaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Burkholderiales\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Erysipelotrichia\\textbar{}o\\_\\_Erysipelotrichales\\textbar{}f\\_\\_Erysipelotrichaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Sutterellaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Oscillospiraceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Peptostreptococcaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiales\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Negativicutes\\textbar{}o\\_\\_Selenomonadales\\textbar{}f\\_\\_Veillonellaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Micrococcaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Prevotellaceae'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Siphoviridae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Pasteurellales\\textbar{}f\\_\\_Pasteurellaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Actinomycetaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiales\\_Family\\_XI\\_Incertae\\_Sedis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiales\\_Family\\_XIII\\_Incertae\\_Sedis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Bacillales\\textbar{}f\\_\\_Bacillales\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Candidatus\\_Saccharibacteria\\textbar{}c\\_\\_Candidatus\\_Saccharibacteria\\_noname\\textbar{}o\\_\\_Candidatus\\_Saccharibacteria\\_noname\\textbar{}f\\_\\_Candidatus\\_Saccharibacteria\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Carnobacteriaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Subdoligranulum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Eubacteriaceae\\textbar{}g\\_\\_Eubacterium'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Bifidobacteriales\\textbar{}f\\_\\_Bifidobacteriaceae\\textbar{}g\\_\\_Bifidobacterium'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Rikenellaceae\\textbar{}g\\_\\_Alistipes'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Ruminococcus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Coprococcus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Faecalibacterium'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Negativicutes\\textbar{}o\\_\\_Selenomonadales\\textbar{}f\\_\\_Acidaminococcaceae\\textbar{}g\\_\\_Phascolarctobacterium'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Blautia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiaceae\\textbar{}g\\_\\_Clostridium'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Verrucomicrobia\\textbar{}c\\_\\_Verrucomicrobiae\\textbar{}o\\_\\_Verrucomicrobiales\\textbar{}f\\_\\_Verrucomicrobiaceae\\textbar{}g\\_\\_Akkermansia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Lachnospiraceae\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Anaerostipes'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Roseburia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Porphyromonadaceae\\textbar{}g\\_\\_Parabacteroides'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Dorea'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidales\\_noname\\textbar{}g\\_\\_Bacteroidales\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Deltaproteobacteria\\textbar{}o\\_\\_Desulfovibrionales\\textbar{}f\\_\\_Desulfovibrionaceae\\textbar{}g\\_\\_Bilophila'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Burkholderiales\\_noname\\textbar{}g\\_\\_Burkholderiales\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Porphyromonadaceae\\textbar{}g\\_\\_Odoribacter'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Porphyromonadaceae\\textbar{}g\\_\\_Coprobacter'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Erysipelotrichia\\textbar{}o\\_\\_Erysipelotrichales\\textbar{}f\\_\\_Erysipelotrichaceae\\textbar{}g\\_\\_Holdemania'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae\\textbar{}g\\_\\_Coriobacteriaceae\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae\\textbar{}g\\_\\_Adlercreutzia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae\\textbar{}g\\_\\_Escherichia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Sutterellaceae\\textbar{}g\\_\\_Parasutterella'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Oscillospiraceae\\textbar{}g\\_\\_Oscillibacter'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Butyrivibrio'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Peptostreptococcaceae\\textbar{}g\\_\\_Peptostreptococcaceae\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Anaerotruncus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiales\\_noname\\textbar{}g\\_\\_Clostridiales\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Negativicutes\\textbar{}o\\_\\_Selenomonadales\\textbar{}f\\_\\_Veillonellaceae\\textbar{}g\\_\\_Veillonella'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Micrococcaceae\\textbar{}g\\_\\_Rothia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae\\textbar{}g\\_\\_Collinsella'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Erysipelotrichia\\textbar{}o\\_\\_Erysipelotrichales\\textbar{}f\\_\\_Erysipelotrichaceae\\textbar{}g\\_\\_Solobacterium'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Prevotellaceae\\textbar{}g\\_\\_Prevotella'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Siphoviridae\\textbar{}g\\_\\_C2likevirus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae\\textbar{}g\\_\\_Eggerthella'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Pediococcus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Erysipelotrichia\\textbar{}o\\_\\_Erysipelotrichales\\textbar{}f\\_\\_Erysipelotrichaceae\\textbar{}g\\_\\_Erysipelotrichaceae\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiales\\_noname\\textbar{}g\\_\\_Pseudoflavonifractor'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Pasteurellales\\textbar{}f\\_\\_Pasteurellaceae\\textbar{}g\\_\\_Haemophilus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae\\textbar{}g\\_\\_Gordonibacter'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Actinomycetaceae\\textbar{}g\\_\\_Actinomyces'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae\\textbar{}g\\_\\_Enterobacteriaceae\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiales\\_Family\\_XI\\_Incertae\\_Sedis\\textbar{}g\\_\\_Parvimonas'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Bacillales\\textbar{}f\\_\\_Bacillales\\_noname\\textbar{}g\\_\\_Gemella'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Deltaproteobacteria\\textbar{}o\\_\\_Desulfovibrionales\\textbar{}f\\_\\_Desulfovibrionaceae\\textbar{}g\\_\\_Desulfovibrio'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae\\textbar{}g\\_\\_Olsenella'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Ruminococcaceae\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiales\\_Family\\_XIII\\_Incertae\\_Sedis\\textbar{}g\\_\\_Clostridiales\\_Family\\_XIII\\_Incertae\\_Sedis\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Prevotellaceae\\textbar{}g\\_\\_Alloprevotella'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiales\\_Family\\_XIII\\_Incertae\\_Sedis\\textbar{}g\\_\\_Clostridiales\\_Family\\_XIII\\_Incertae\\_Sedis\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Candidatus\\_Saccharibacteria\\textbar{}c\\_\\_Candidatus\\_Saccharibacteria\\_noname\\textbar{}o\\_\\_Candidatus\\_Saccharibacteria\\_noname\\textbar{}f\\_\\_Candidatus\\_Saccharibacteria\\_noname\\textbar{}g\\_\\_Candidatus\\_Saccharibacteria\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Lactococcus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Peptostreptococcaceae\\textbar{}g\\_\\_Peptostreptococcus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Carnobacteriaceae\\textbar{}g\\_\\_Granulicatella'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiales\\_noname\\textbar{}g\\_\\_Flavonifractor'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Candidatus\\_Saccharibacteria\\textbar{}c\\_\\_Candidatus\\_Saccharibacteria\\_noname\\textbar{}o\\_\\_Candidatus\\_Saccharibacteria\\_noname\\textbar{}f\\_\\_Candidatus\\_Saccharibacteria\\_noname\\textbar{}g\\_\\_Candidatus\\_Saccharibacteria\\_noname\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae\\textbar{}g\\_\\_Slackia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Subdoligranulum\\textbar{}s\\_\\_Subdoligranulum\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Bifidobacteriales\\textbar{}f\\_\\_Bifidobacteriaceae\\textbar{}g\\_\\_Bifidobacterium\\textbar{}s\\_\\_Bifidobacterium\\_longum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Rikenellaceae\\textbar{}g\\_\\_Alistipes\\textbar{}s\\_\\_Alistipes\\_putredinis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Faecalibacterium\\textbar{}s\\_\\_Faecalibacterium\\_prausnitzii'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Coprococcus\\textbar{}s\\_\\_Coprococcus\\_comes'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Ruminococcus\\textbar{}s\\_\\_Ruminococcus\\_bromii'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Eubacteriaceae\\textbar{}g\\_\\_Eubacterium\\textbar{}s\\_\\_Eubacterium\\_rectale'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Negativicutes\\textbar{}o\\_\\_Selenomonadales\\textbar{}f\\_\\_Acidaminococcaceae\\textbar{}g\\_\\_Phascolarctobacterium\\textbar{}s\\_\\_Phascolarctobacterium\\_succinatutens'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Eubacteriaceae\\textbar{}g\\_\\_Eubacterium\\textbar{}s\\_\\_Eubacterium\\_ramulus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Eubacteriaceae\\textbar{}g\\_\\_Eubacterium\\textbar{}s\\_\\_Eubacterium\\_hallii'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_vulgatus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Blautia\\textbar{}s\\_\\_Ruminococcus\\_obeum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Ruminococcus\\textbar{}s\\_\\_Ruminococcus\\_sp\\_5\\_1\\_39BFAA'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Verrucomicrobia\\textbar{}c\\_\\_Verrucomicrobiae\\textbar{}o\\_\\_Verrucomicrobiales\\textbar{}f\\_\\_Verrucomicrobiaceae\\textbar{}g\\_\\_Akkermansia\\textbar{}s\\_\\_Akkermansia\\_muciniphila'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_uniformis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_ovatus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiaceae\\textbar{}g\\_\\_Clostridium\\textbar{}s\\_\\_Clostridium\\_leptum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Anaerostipes\\textbar{}s\\_\\_Anaerostipes\\_hadrus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Rikenellaceae\\textbar{}g\\_\\_Alistipes\\textbar{}s\\_\\_Alistipes\\_shahii'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Roseburia\\textbar{}s\\_\\_Roseburia\\_hominis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Lachnospiraceae\\_noname\\textbar{}s\\_\\_Lachnospiraceae\\_bacterium\\_5\\_1\\_63FAA'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Ruminococcus\\textbar{}s\\_\\_Ruminococcus\\_lactaris'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Ruminococcus\\textbar{}s\\_\\_Ruminococcus\\_champanellensis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Porphyromonadaceae\\textbar{}g\\_\\_Parabacteroides\\textbar{}s\\_\\_Parabacteroides\\_merdae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiaceae\\textbar{}g\\_\\_Clostridium\\textbar{}s\\_\\_Clostridium\\_sp\\_L2\\_50'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Eubacteriaceae\\textbar{}g\\_\\_Eubacterium\\textbar{}s\\_\\_Eubacterium\\_ventriosum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Coprococcus\\textbar{}s\\_\\_Coprococcus\\_catus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Eubacteriaceae\\textbar{}g\\_\\_Eubacterium\\textbar{}s\\_\\_Eubacterium\\_eligens'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_caccae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Blautia\\textbar{}s\\_\\_Ruminococcus\\_torques'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_faecis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidales\\_noname\\textbar{}g\\_\\_Bacteroidales\\_noname\\textbar{}s\\_\\_Bacteroidales\\_bacterium\\_ph8'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Lachnospiraceae\\_noname\\textbar{}s\\_\\_Lachnospiraceae\\_bacterium\\_8\\_1\\_57FAA'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Dorea\\textbar{}s\\_\\_Dorea\\_longicatena'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Deltaproteobacteria\\textbar{}o\\_\\_Desulfovibrionales\\textbar{}f\\_\\_Desulfovibrionaceae\\textbar{}g\\_\\_Bilophila\\textbar{}s\\_\\_Bilophila\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Burkholderiales\\_noname\\textbar{}g\\_\\_Burkholderiales\\_noname\\textbar{}s\\_\\_Burkholderiales\\_bacterium\\_1\\_1\\_47'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Porphyromonadaceae\\textbar{}g\\_\\_Odoribacter\\textbar{}s\\_\\_Odoribacter\\_splanchnicus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Roseburia\\textbar{}s\\_\\_Roseburia\\_inulinivorans'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_dorei'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Dorea\\textbar{}s\\_\\_Dorea\\_formicigenerans'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_fragilis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_cellulosilyticus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Porphyromonadaceae\\textbar{}g\\_\\_Coprobacter\\textbar{}s\\_\\_Coprobacter\\_fastidiosus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae\\textbar{}g\\_\\_Coriobacteriaceae\\_noname\\textbar{}s\\_\\_Coriobacteriaceae\\_bacterium\\_phI'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Subdoligranulum\\textbar{}s\\_\\_Subdoligranulum\\_sp\\_4\\_3\\_54A2FAA'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_thetaiotaomicron'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae\\textbar{}g\\_\\_Adlercreutzia\\textbar{}s\\_\\_Adlercreutzia\\_equolifaciens'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus\\textbar{}s\\_\\_Streptococcus\\_salivarius'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Erysipelotrichia\\textbar{}o\\_\\_Erysipelotrichales\\textbar{}f\\_\\_Erysipelotrichaceae\\textbar{}g\\_\\_Holdemania\\textbar{}s\\_\\_Holdemania\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Sutterellaceae\\textbar{}g\\_\\_Parasutterella\\textbar{}s\\_\\_Parasutterella\\_excrementihominis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Oscillospiraceae\\textbar{}g\\_\\_Oscillibacter\\textbar{}s\\_\\_Oscillibacter\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae\\textbar{}g\\_\\_Escherichia\\textbar{}s\\_\\_Escherichia\\_coli'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Blautia\\textbar{}s\\_\\_Ruminococcus\\_gnavus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Butyrivibrio\\textbar{}s\\_\\_Butyrivibrio\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Peptostreptococcaceae\\textbar{}g\\_\\_Peptostreptococcaceae\\_noname\\textbar{}s\\_\\_Clostridium\\_bartlettii'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Erysipelotrichia\\textbar{}o\\_\\_Erysipelotrichales\\textbar{}f\\_\\_Erysipelotrichaceae\\textbar{}g\\_\\_Holdemania\\textbar{}s\\_\\_Holdemania\\_filiformis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Deltaproteobacteria\\textbar{}o\\_\\_Desulfovibrionales\\textbar{}f\\_\\_Desulfovibrionaceae\\textbar{}g\\_\\_Bilophila\\textbar{}s\\_\\_Bilophila\\_wadsworthia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Anaerotruncus\\textbar{}s\\_\\_Anaerotruncus\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Lachnospiraceae\\_noname\\textbar{}s\\_\\_Lachnospiraceae\\_bacterium\\_2\\_1\\_58FAA'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiales\\_noname\\textbar{}g\\_\\_Clostridiales\\_noname\\textbar{}s\\_\\_Clostridiales\\_bacterium\\_1\\_7\\_47FAA'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Lachnospiraceae\\_noname\\textbar{}s\\_\\_Lachnospiraceae\\_bacterium\\_7\\_1\\_58FAA'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Micrococcaceae\\textbar{}g\\_\\_Rothia\\textbar{}s\\_\\_Rothia\\_mucilaginosa'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae\\textbar{}g\\_\\_Collinsella\\textbar{}s\\_\\_Collinsella\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Ruminococcus\\textbar{}s\\_\\_Ruminococcus\\_callidus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Clostridiaceae\\textbar{}g\\_\\_Clostridium\\textbar{}s\\_\\_Clostridium\\_hathewayi'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae\\textbar{}g\\_\\_Escherichia\\textbar{}s\\_\\_Escherichia\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Erysipelotrichia\\textbar{}o\\_\\_Erysipelotrichales\\textbar{}f\\_\\_Erysipelotrichaceae\\textbar{}g\\_\\_Solobacterium\\textbar{}s\\_\\_Solobacterium\\_moorei'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Negativicutes\\textbar{}o\\_\\_Selenomonadales\\textbar{}f\\_\\_Veillonellaceae\\textbar{}g\\_\\_Veillonella\\textbar{}s\\_\\_Veillonella\\_atypica'\n",
       "\\item ⋯\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidetes\\_noname\\textbar{}o\\_\\_Bacteroidetes\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidetes\\_noname\\textbar{}o\\_\\_Bacteroidetes\\_noname\\textbar{}f\\_\\_Bacteroidetes\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Bacillales\\textbar{}f\\_\\_Bacillaceae\\textbar{}g\\_\\_Bacillus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidetes\\_noname\\textbar{}o\\_\\_Bacteroidetes\\_noname\\textbar{}f\\_\\_Bacteroidetes\\_noname\\textbar{}g\\_\\_Bacteroidetes\\_noname'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_sp\\_1\\_1\\_30'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Bacillales\\textbar{}f\\_\\_Bacillaceae\\textbar{}g\\_\\_Bacillus\\textbar{}s\\_\\_Bacillus\\_subtilis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus\\textbar{}s\\_\\_Streptococcus\\_dysgalactiae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidetes\\_noname\\textbar{}o\\_\\_Bacteroidetes\\_noname\\textbar{}f\\_\\_Bacteroidetes\\_noname\\textbar{}g\\_\\_Bacteroidetes\\_noname\\textbar{}s\\_\\_Bacteroidetes\\_bacterium\\_oral\\_taxon\\_272'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Deltaproteobacteria\\textbar{}o\\_\\_Desulfovibrionales\\textbar{}f\\_\\_Desulfovibrionaceae\\textbar{}g\\_\\_Desulfovibrio\\textbar{}s\\_\\_Desulfovibrio\\_desulfuricans\\textbar{}t\\_\\_GCF\\_000420465'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_sp\\_1\\_1\\_30\\textbar{}t\\_\\_GCF\\_000218365'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Bacillales\\textbar{}f\\_\\_Bacillaceae\\textbar{}g\\_\\_Bacillus\\textbar{}s\\_\\_Bacillus\\_subtilis\\textbar{}t\\_\\_Bacillus\\_subtilis\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus\\textbar{}s\\_\\_Streptococcus\\_dysgalactiae\\textbar{}t\\_\\_Streptococcus\\_dysgalactiae\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidetes\\_noname\\textbar{}o\\_\\_Bacteroidetes\\_noname\\textbar{}f\\_\\_Bacteroidetes\\_noname\\textbar{}g\\_\\_Bacteroidetes\\_noname\\textbar{}s\\_\\_Bacteroidetes\\_bacterium\\_oral\\_taxon\\_272\\textbar{}t\\_\\_GCF\\_000442105'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Ascomycota\\textbar{}c\\_\\_Saccharomycetes\\textbar{}o\\_\\_Saccharomycetales\\textbar{}f\\_\\_Saccharomycetales\\_noname'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Podoviridae\\textbar{}g\\_\\_P22likevirus'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Ascomycota\\textbar{}c\\_\\_Saccharomycetes\\textbar{}o\\_\\_Saccharomycetales\\textbar{}f\\_\\_Saccharomycetales\\_noname\\textbar{}g\\_\\_Candida'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Podoviridae\\textbar{}g\\_\\_P22likevirus\\textbar{}s\\_\\_Salmonella\\_phage\\_HK620'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Ascomycota\\textbar{}c\\_\\_Saccharomycetes\\textbar{}o\\_\\_Saccharomycetales\\textbar{}f\\_\\_Saccharomycetales\\_noname\\textbar{}g\\_\\_Candida\\textbar{}s\\_\\_Candida\\_albicans'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Podoviridae\\textbar{}g\\_\\_P22likevirus\\textbar{}s\\_\\_Salmonella\\_phage\\_HK620\\textbar{}t\\_\\_PRJNA14115'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Ascomycota\\textbar{}c\\_\\_Saccharomycetes\\textbar{}o\\_\\_Saccharomycetales\\textbar{}f\\_\\_Saccharomycetales\\_noname\\textbar{}g\\_\\_Candida\\textbar{}s\\_\\_Candida\\_albicans\\textbar{}t\\_\\_GCA\\_000182965'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Ruminococcus\\textbar{}s\\_\\_Ruminococcus\\_sp'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Siphoviridae\\textbar{}g\\_\\_Siphoviridae\\_noname\\textbar{}s\\_\\_Lactobacillus\\_phage\\_PL\\_1'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Ruminococcus\\textbar{}s\\_\\_Ruminococcus\\_sp\\textbar{}t\\_\\_GCF\\_000209835'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Siphoviridae\\textbar{}g\\_\\_Siphoviridae\\_noname\\textbar{}s\\_\\_Lactobacillus\\_phage\\_PL\\_1\\textbar{}t\\_\\_PRJNA227007'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Sutterellaceae\\textbar{}g\\_\\_Sutterella\\textbar{}s\\_\\_Sutterella\\_parvirubra'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Sutterellaceae\\textbar{}g\\_\\_Sutterella\\textbar{}s\\_\\_Sutterella\\_parvirubra\\textbar{}t\\_\\_GCF\\_000250875'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Erysipelotrichia\\textbar{}o\\_\\_Erysipelotrichales\\textbar{}f\\_\\_Erysipelotrichaceae\\textbar{}g\\_\\_Holdemania\\textbar{}s\\_\\_Holdemania\\_sp\\_AP2'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Erysipelotrichia\\textbar{}o\\_\\_Erysipelotrichales\\textbar{}f\\_\\_Erysipelotrichaceae\\textbar{}g\\_\\_Holdemania\\textbar{}s\\_\\_Holdemania\\_sp\\_AP2\\textbar{}t\\_\\_GCF\\_000327285'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_acidophilus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Actinomycetaceae\\textbar{}g\\_\\_Actinomyces\\textbar{}s\\_\\_Actinomyces\\_sp\\_ICM47'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_amylovorus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Comamonadaceae\\textbar{}g\\_\\_Comamonas\\textbar{}s\\_\\_Comamonas\\_testosteroni'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_acidophilus\\textbar{}t\\_\\_Lactobacillus\\_acidophilus\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Actinomycetaceae\\textbar{}g\\_\\_Actinomyces\\textbar{}s\\_\\_Actinomyces\\_sp\\_ICM47\\textbar{}t\\_\\_GCF\\_000278725'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_amylovorus\\textbar{}t\\_\\_Lactobacillus\\_amylovorus\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Comamonadaceae\\textbar{}g\\_\\_Comamonas\\textbar{}s\\_\\_Comamonas\\_testosteroni\\textbar{}t\\_\\_Comamonas\\_testosteroni\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_iners'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_iners\\textbar{}t\\_\\_Lactobacillus\\_iners\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Alphaproteobacteria'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Alphaproteobacteria\\textbar{}o\\_\\_Rhizobiales'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Alphaproteobacteria\\textbar{}o\\_\\_Rhizobiales\\textbar{}f\\_\\_Bartonellaceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Leuconostocaceae\\textbar{}g\\_\\_Weissella'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Alphaproteobacteria\\textbar{}o\\_\\_Rhizobiales\\textbar{}f\\_\\_Bartonellaceae\\textbar{}g\\_\\_Bartonella'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Leuconostocaceae\\textbar{}g\\_\\_Weissella\\textbar{}s\\_\\_Weissella\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Alphaproteobacteria\\textbar{}o\\_\\_Rhizobiales\\textbar{}f\\_\\_Bartonellaceae\\textbar{}g\\_\\_Bartonella\\textbar{}s\\_\\_Bartonella\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Bacillales\\textbar{}f\\_\\_Staphylococcaceae\\textbar{}g\\_\\_Staphylococcus\\textbar{}s\\_\\_Staphylococcus\\_aureus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Bacillales\\textbar{}f\\_\\_Staphylococcaceae\\textbar{}g\\_\\_Staphylococcus\\textbar{}s\\_\\_Staphylococcus\\_aureus\\textbar{}t\\_\\_Staphylococcus\\_aureus\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Leuconostocaceae\\textbar{}g\\_\\_Weissella\\textbar{}s\\_\\_Weissella\\_cibaria'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Leuconostocaceae\\textbar{}g\\_\\_Weissella\\textbar{}s\\_\\_Weissella\\_confusa'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Leuconostocaceae\\textbar{}g\\_\\_Weissella\\textbar{}s\\_\\_Weissella\\_cibaria\\textbar{}t\\_\\_GCF\\_000193635'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Leuconostocaceae\\textbar{}g\\_\\_Weissella\\textbar{}s\\_\\_Weissella\\_confusa\\textbar{}t\\_\\_GCF\\_000239955'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Viruses\\_noname'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Viruses\\_noname\\textbar{}g\\_\\_Viruses\\_noname'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Viruses\\_noname\\textbar{}g\\_\\_Viruses\\_noname\\textbar{}s\\_\\_Diplodia\\_scrobiculata\\_RNA\\_virus\\_1'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Viruses\\_noname\\textbar{}g\\_\\_Viruses\\_noname\\textbar{}s\\_\\_Diplodia\\_scrobiculata\\_RNA\\_virus\\_1\\textbar{}t\\_\\_PRJNA43007'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Corynebacteriaceae\\textbar{}g\\_\\_Corynebacterium\\textbar{}s\\_\\_Corynebacterium\\_urealyticum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Corynebacteriaceae\\textbar{}g\\_\\_Corynebacterium\\textbar{}s\\_\\_Corynebacterium\\_urealyticum\\textbar{}t\\_\\_Corynebacterium\\_urealyticum\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_sanfranciscensis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_sanfranciscensis\\textbar{}t\\_\\_GCF\\_000225325'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Marvinbryantia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Epsilonproteobacteria\\textbar{}o\\_\\_Campylobacterales\\textbar{}f\\_\\_Campylobacteraceae\\textbar{}g\\_\\_Arcobacter'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Marvinbryantia\\textbar{}s\\_\\_Marvinbryantia\\_formatexigens'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Epsilonproteobacteria\\textbar{}o\\_\\_Campylobacterales\\textbar{}f\\_\\_Campylobacteraceae\\textbar{}g\\_\\_Arcobacter\\textbar{}s\\_\\_Arcobacter\\_butzleri'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Marvinbryantia\\textbar{}s\\_\\_Marvinbryantia\\_formatexigens\\textbar{}t\\_\\_GCF\\_000173815'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Epsilonproteobacteria\\textbar{}o\\_\\_Campylobacterales\\textbar{}f\\_\\_Campylobacteraceae\\textbar{}g\\_\\_Arcobacter\\textbar{}s\\_\\_Arcobacter\\_butzleri\\textbar{}t\\_\\_Arcobacter\\_butzleri\\_unclassified'\n",
       "\\item 'k\\_\\_Archaea\\textbar{}p\\_\\_Euryarchaeota\\textbar{}c\\_\\_Methanobacteria\\textbar{}o\\_\\_Methanobacteriales\\textbar{}f\\_\\_Methanobacteriaceae\\textbar{}g\\_\\_Methanobacterium'\n",
       "\\item 'k\\_\\_Archaea\\textbar{}p\\_\\_Euryarchaeota\\textbar{}c\\_\\_Methanobacteria\\textbar{}o\\_\\_Methanobacteriales\\textbar{}f\\_\\_Methanobacteriaceae\\textbar{}g\\_\\_Methanobacterium\\textbar{}s\\_\\_Methanobacterium\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Oscillospiraceae\\textbar{}g\\_\\_Oscillibacter\\textbar{}s\\_\\_Oscillibacter\\_sp\\_KLE\\_1728'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Oscillospiraceae\\textbar{}g\\_\\_Oscillibacter\\textbar{}s\\_\\_Oscillibacter\\_sp\\_KLE\\_1728\\textbar{}t\\_\\_GCF\\_000469425'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Herpesvirales'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Herpesvirales\\textbar{}f\\_\\_Herpesviridae'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Herpesvirales\\textbar{}f\\_\\_Herpesviridae\\textbar{}g\\_\\_Lymphocryptovirus'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Herpesvirales\\textbar{}f\\_\\_Herpesviridae\\textbar{}g\\_\\_Lymphocryptovirus\\textbar{}s\\_\\_Human\\_herpesvirus\\_4'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Herpesvirales\\textbar{}f\\_\\_Herpesviridae\\textbar{}g\\_\\_Lymphocryptovirus\\textbar{}s\\_\\_Human\\_herpesvirus\\_4\\textbar{}t\\_\\_Human\\_herpesvirus\\_4\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae\\textbar{}g\\_\\_Eggerthella\\textbar{}s\\_\\_Eggerthella\\_sp\\_HGA1'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Peptostreptococcaceae\\textbar{}g\\_\\_Peptostreptococcaceae\\_noname\\textbar{}s\\_\\_Clostridium\\_difficile\\textbar{}t\\_\\_GCF\\_000450985'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Coriobacteriales\\textbar{}f\\_\\_Coriobacteriaceae\\textbar{}g\\_\\_Eggerthella\\textbar{}s\\_\\_Eggerthella\\_sp\\_HGA1\\textbar{}t\\_\\_GCF\\_000191845'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Enterococcaceae\\textbar{}g\\_\\_Enterococcus\\textbar{}s\\_\\_Enterococcus\\_sp\\_7L76'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus\\textbar{}s\\_\\_Streptococcus\\_parauberis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Enterococcaceae\\textbar{}g\\_\\_Enterococcus\\textbar{}s\\_\\_Enterococcus\\_sp\\_7L76\\textbar{}t\\_\\_GCF\\_000210115'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus\\textbar{}s\\_\\_Streptococcus\\_parauberis\\textbar{}t\\_\\_Streptococcus\\_parauberis\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Burkholderiaceae\\textbar{}g\\_\\_Ralstonia'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Siphoviridae\\textbar{}g\\_\\_Siphoviridae\\_noname\\textbar{}s\\_\\_Lactococcus\\_phage\\_ul36'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Burkholderiaceae\\textbar{}g\\_\\_Ralstonia\\textbar{}s\\_\\_Ralstonia\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Burkholderiaceae\\textbar{}g\\_\\_Ralstonia\\textbar{}s\\_\\_Ralstonia\\_pickettii'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Siphoviridae\\textbar{}g\\_\\_Siphoviridae\\_noname\\textbar{}s\\_\\_Lactococcus\\_phage\\_ul36\\textbar{}t\\_\\_PRJNA14331'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Burkholderiales\\textbar{}f\\_\\_Burkholderiaceae\\textbar{}g\\_\\_Ralstonia\\textbar{}s\\_\\_Ralstonia\\_pickettii\\textbar{}t\\_\\_Ralstonia\\_pickettii\\_unclassified'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Eukaryota\\_noname'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Eukaryota\\_noname\\textbar{}c\\_\\_Eukaryota\\_noname'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Eukaryota\\_noname\\textbar{}c\\_\\_Eukaryota\\_noname\\textbar{}o\\_\\_Eukaryota\\_noname'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Eukaryota\\_noname\\textbar{}c\\_\\_Eukaryota\\_noname\\textbar{}o\\_\\_Eukaryota\\_noname\\textbar{}f\\_\\_Hexamitidae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae\\textbar{}g\\_\\_Providencia'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Eukaryota\\_noname\\textbar{}c\\_\\_Eukaryota\\_noname\\textbar{}o\\_\\_Eukaryota\\_noname\\textbar{}f\\_\\_Hexamitidae\\textbar{}g\\_\\_Giardia'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_sp\\_3\\_2\\_5'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Prevotellaceae\\textbar{}g\\_\\_Prevotella\\textbar{}s\\_\\_Prevotella\\_multisaccharivorax'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae\\textbar{}g\\_\\_Providencia\\textbar{}s\\_\\_Providencia\\_rettgeri'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Eukaryota\\_noname\\textbar{}c\\_\\_Eukaryota\\_noname\\textbar{}o\\_\\_Eukaryota\\_noname\\textbar{}f\\_\\_Hexamitidae\\textbar{}g\\_\\_Giardia\\textbar{}s\\_\\_Giardia\\_intestinalis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_sp\\_3\\_2\\_5\\textbar{}t\\_\\_GCF\\_000159855'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Prevotellaceae\\textbar{}g\\_\\_Prevotella\\textbar{}s\\_\\_Prevotella\\_multisaccharivorax\\textbar{}t\\_\\_GCF\\_000218235'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae\\textbar{}g\\_\\_Providencia\\textbar{}s\\_\\_Providencia\\_rettgeri\\textbar{}t\\_\\_Providencia\\_rettgeri\\_unclassified'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Eukaryota\\_noname\\textbar{}c\\_\\_Eukaryota\\_noname\\textbar{}o\\_\\_Eukaryota\\_noname\\textbar{}f\\_\\_Hexamitidae\\textbar{}g\\_\\_Giardia\\textbar{}s\\_\\_Giardia\\_intestinalis\\textbar{}t\\_\\_GCA\\_000002435'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Negativicutes\\textbar{}o\\_\\_Selenomonadales\\textbar{}f\\_\\_Veillonellaceae\\textbar{}g\\_\\_Selenomonas\\textbar{}s\\_\\_Selenomonas\\_artemidis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Negativicutes\\textbar{}o\\_\\_Selenomonadales\\textbar{}f\\_\\_Veillonellaceae\\textbar{}g\\_\\_Selenomonas\\textbar{}s\\_\\_Selenomonas\\_artemidis\\textbar{}t\\_\\_GCF\\_000187125'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_ovatus\\textbar{}t\\_\\_GCF\\_000273195'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Pasteurellales\\textbar{}f\\_\\_Pasteurellaceae\\textbar{}g\\_\\_Haemophilus\\textbar{}s\\_\\_Haemophilus\\_influenzae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Lachnospiraceae\\_noname\\textbar{}s\\_\\_Lachnospiraceae\\_bacterium\\_ICM7'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Actinomycetaceae\\textbar{}g\\_\\_Actinomyces\\textbar{}s\\_\\_Actinomyces\\_urogenitalis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus\\textbar{}s\\_\\_Streptococcus\\_macedonicus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Pasteurellales\\textbar{}f\\_\\_Pasteurellaceae\\textbar{}g\\_\\_Haemophilus\\textbar{}s\\_\\_Haemophilus\\_influenzae\\textbar{}t\\_\\_Haemophilus\\_influenzae\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Lachnospiraceae\\_noname\\textbar{}s\\_\\_Lachnospiraceae\\_bacterium\\_ICM7\\textbar{}t\\_\\_GCF\\_000287675'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Actinomycetaceae\\textbar{}g\\_\\_Actinomyces\\textbar{}s\\_\\_Actinomyces\\_urogenitalis\\textbar{}t\\_\\_GCF\\_000159035'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus\\textbar{}s\\_\\_Streptococcus\\_macedonicus\\textbar{}t\\_\\_GCF\\_000283635'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Actinomycetaceae\\textbar{}g\\_\\_Actinomyces\\textbar{}s\\_\\_Actinomyces\\_sp\\_oral\\_taxon\\_172'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_saerimneri'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Neisseriales\\textbar{}f\\_\\_Neisseriaceae\\textbar{}g\\_\\_Neisseria\\textbar{}s\\_\\_Neisseria\\_subflava'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Actinomycetaceae\\textbar{}g\\_\\_Actinomyces\\textbar{}s\\_\\_Actinomyces\\_sp\\_oral\\_taxon\\_172\\textbar{}t\\_\\_GCF\\_000466265'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_saerimneri\\textbar{}t\\_\\_GCF\\_000317165'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Betaproteobacteria\\textbar{}o\\_\\_Neisseriales\\textbar{}f\\_\\_Neisseriaceae\\textbar{}g\\_\\_Neisseria\\textbar{}s\\_\\_Neisseria\\_subflava\\textbar{}t\\_\\_GCF\\_000173955'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Podoviridae\\textbar{}g\\_\\_Podoviridae\\_noname'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Podoviridae\\textbar{}g\\_\\_Podoviridae\\_noname\\textbar{}s\\_\\_Clostridium\\_phage\\_phiCP7R'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Podoviridae\\textbar{}g\\_\\_Podoviridae\\_noname\\textbar{}s\\_\\_Clostridium\\_phage\\_phiCP7R\\textbar{}t\\_\\_PRJNA167663'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_finegoldii\\textbar{}t\\_\\_GCF\\_000156195'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Oribacterium\\textbar{}s\\_\\_Oribacterium\\_sp\\_oral\\_taxon\\_078'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae\\textbar{}g\\_\\_Escherichia\\textbar{}s\\_\\_Escherichia\\_albertii'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Oribacterium\\textbar{}s\\_\\_Oribacterium\\_sp\\_oral\\_taxon\\_078\\textbar{}t\\_\\_Oribacterium\\_sp\\_oral\\_taxon\\_078\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae\\textbar{}g\\_\\_Escherichia\\textbar{}s\\_\\_Escherichia\\_albertii\\textbar{}t\\_\\_Escherichia\\_albertii\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Spirochaetes\\textbar{}c\\_\\_Spirochaetia\\textbar{}o\\_\\_Spirochaetales\\textbar{}f\\_\\_Brachyspiraceae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Spirochaetes\\textbar{}c\\_\\_Spirochaetia\\textbar{}o\\_\\_Spirochaetales\\textbar{}f\\_\\_Brachyspiraceae\\textbar{}g\\_\\_Brachyspira'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Spirochaetes\\textbar{}c\\_\\_Spirochaetia\\textbar{}o\\_\\_Spirochaetales\\textbar{}f\\_\\_Brachyspiraceae\\textbar{}g\\_\\_Brachyspira\\textbar{}s\\_\\_Brachyspira\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus\\textbar{}s\\_\\_Streptococcus\\_pseudopneumoniae'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus\\textbar{}s\\_\\_Streptococcus\\_pseudopneumoniae\\textbar{}t\\_\\_Streptococcus\\_pseudopneumoniae\\_unclassified'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Viruses\\_noname\\textbar{}g\\_\\_Viruses\\_noname\\textbar{}s\\_\\_Porcine\\_stool\\_associated\\_circular\\_virus\\_2'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Viruses\\_noname\\textbar{}g\\_\\_Viruses\\_noname\\textbar{}s\\_\\_Porcine\\_stool\\_associated\\_circular\\_virus\\_2\\textbar{}t\\_\\_PRJNA202891'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Ascomycota\\textbar{}c\\_\\_Saccharomycetes\\textbar{}o\\_\\_Saccharomycetales\\textbar{}f\\_\\_Debaryomycetaceae\\textbar{}g\\_\\_Debaryomyces'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Ascomycota\\textbar{}c\\_\\_Saccharomycetes\\textbar{}o\\_\\_Saccharomycetales\\textbar{}f\\_\\_Debaryomycetaceae\\textbar{}g\\_\\_Debaryomyces\\textbar{}s\\_\\_Debaryomyces\\_hansenii'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae\\textbar{}g\\_\\_Proteus\\textbar{}s\\_\\_Proteus\\_unclassified'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Ascomycota\\textbar{}c\\_\\_Saccharomycetes\\textbar{}o\\_\\_Saccharomycetales\\textbar{}f\\_\\_Debaryomycetaceae\\textbar{}g\\_\\_Debaryomyces\\textbar{}s\\_\\_Debaryomyces\\_hansenii\\textbar{}t\\_\\_GCA\\_000006445'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Ascomycota\\textbar{}c\\_\\_Saccharomycetes\\textbar{}o\\_\\_Saccharomycetales\\textbar{}f\\_\\_Saccharomycetaceae\\textbar{}g\\_\\_Nakaseomyces'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Anaerostipes\\textbar{}s\\_\\_Anaerostipes\\_sp\\_3\\_2\\_56FAA'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_sp\\_3\\_1\\_19'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Ascomycota\\textbar{}c\\_\\_Saccharomycetes\\textbar{}o\\_\\_Saccharomycetales\\textbar{}f\\_\\_Saccharomycetaceae\\textbar{}g\\_\\_Nakaseomyces\\textbar{}s\\_\\_Candida\\_glabrata'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Ascomycota\\textbar{}c\\_\\_Saccharomycetes\\textbar{}o\\_\\_Saccharomycetales\\textbar{}f\\_\\_Saccharomycetales\\_noname\\textbar{}g\\_\\_Candida\\textbar{}s\\_\\_Candida\\_tropicalis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Lachnospiraceae\\textbar{}g\\_\\_Anaerostipes\\textbar{}s\\_\\_Anaerostipes\\_sp\\_3\\_2\\_56FAA\\textbar{}t\\_\\_GCF\\_000185825'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Bacteroidaceae\\textbar{}g\\_\\_Bacteroides\\textbar{}s\\_\\_Bacteroides\\_sp\\_3\\_1\\_19\\textbar{}t\\_\\_GCF\\_000163655'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Ascomycota\\textbar{}c\\_\\_Saccharomycetes\\textbar{}o\\_\\_Saccharomycetales\\textbar{}f\\_\\_Saccharomycetaceae\\textbar{}g\\_\\_Nakaseomyces\\textbar{}s\\_\\_Candida\\_glabrata\\textbar{}t\\_\\_GCA\\_000002545'\n",
       "\\item 'k\\_\\_Eukaryota\\textbar{}p\\_\\_Ascomycota\\textbar{}c\\_\\_Saccharomycetes\\textbar{}o\\_\\_Saccharomycetales\\textbar{}f\\_\\_Saccharomycetales\\_noname\\textbar{}g\\_\\_Candida\\textbar{}s\\_\\_Candida\\_tropicalis\\textbar{}t\\_\\_GCA\\_000006335'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Pseudomonadales\\textbar{}f\\_\\_Moraxellaceae\\textbar{}g\\_\\_Acinetobacter\\textbar{}s\\_\\_Acinetobacter\\_unclassified'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Siphoviridae\\textbar{}g\\_\\_Siphoviridae\\_noname\\textbar{}s\\_\\_Lactococcus\\_phage\\_jm3'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Siphoviridae\\textbar{}g\\_\\_Siphoviridae\\_noname\\textbar{}s\\_\\_Lactococcus\\_phage\\_jm3\\textbar{}t\\_\\_PRJNA213075'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Siphoviridae\\textbar{}g\\_\\_Siphoviridae\\_noname\\textbar{}s\\_\\_Lactococcus\\_phage\\_936\\_sensu\\_lato\\textbar{}t\\_\\_PRJNA17757'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus\\textbar{}s\\_\\_Streptococcus\\_parasanguinis\\textbar{}t\\_\\_GCF\\_000260695'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Bacillales\\textbar{}f\\_\\_Staphylococcaceae\\textbar{}g\\_\\_Staphylococcus\\textbar{}s\\_\\_Staphylococcus\\_vitulinus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Bacillales\\textbar{}f\\_\\_Staphylococcaceae\\textbar{}g\\_\\_Staphylococcus\\textbar{}s\\_\\_Staphylococcus\\_vitulinus\\textbar{}t\\_\\_GCF\\_000286335'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Epsilonproteobacteria\\textbar{}o\\_\\_Campylobacterales\\textbar{}f\\_\\_Campylobacteraceae\\textbar{}g\\_\\_Campylobacter\\textbar{}s\\_\\_Campylobacter\\_coli'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Epsilonproteobacteria\\textbar{}o\\_\\_Campylobacterales\\textbar{}f\\_\\_Campylobacteraceae\\textbar{}g\\_\\_Campylobacter\\textbar{}s\\_\\_Campylobacter\\_coli\\textbar{}t\\_\\_Campylobacter\\_coli\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae\\textbar{}g\\_\\_Enterobacter\\textbar{}s\\_\\_Enterobacter\\_mori'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Clostridia\\textbar{}o\\_\\_Clostridiales\\textbar{}f\\_\\_Ruminococcaceae\\textbar{}g\\_\\_Faecalibacterium\\textbar{}s\\_\\_Faecalibacterium\\_prausnitzii\\textbar{}t\\_\\_GCF\\_000209855'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Enterobacteriales\\textbar{}f\\_\\_Enterobacteriaceae\\textbar{}g\\_\\_Enterobacter\\textbar{}s\\_\\_Enterobacter\\_mori\\textbar{}t\\_\\_GCF\\_000211415'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Acidobacteria\\textbar{}c\\_\\_Acidobacteriia\\textbar{}o\\_\\_Acidobacteriales\\textbar{}f\\_\\_Acidobacteriaceae\\textbar{}g\\_\\_Acidobacteriaceae\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Leuconostocaceae\\textbar{}g\\_\\_Leuconostoc\\textbar{}s\\_\\_Leuconostoc\\_gasicomitatum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Porphyromonadaceae\\textbar{}g\\_\\_Odoribacter\\textbar{}s\\_\\_Odoribacter\\_laneus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Leuconostocaceae\\textbar{}g\\_\\_Leuconostoc\\textbar{}s\\_\\_Leuconostoc\\_gasicomitatum\\textbar{}t\\_\\_GCF\\_000196855'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Bacteroidetes\\textbar{}c\\_\\_Bacteroidia\\textbar{}o\\_\\_Bacteroidales\\textbar{}f\\_\\_Porphyromonadaceae\\textbar{}g\\_\\_Odoribacter\\textbar{}s\\_\\_Odoribacter\\_laneus\\textbar{}t\\_\\_GCF\\_000243215'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Carnobacteriaceae\\textbar{}g\\_\\_Dolosigranulum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Corynebacteriaceae\\textbar{}g\\_\\_Corynebacterium\\textbar{}s\\_\\_Corynebacterium\\_striatum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Corynebacteriaceae\\textbar{}g\\_\\_Corynebacterium\\textbar{}s\\_\\_Corynebacterium\\_pseudodiphtheriticum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Carnobacteriaceae\\textbar{}g\\_\\_Dolosigranulum\\textbar{}s\\_\\_Dolosigranulum\\_pigrum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Corynebacteriaceae\\textbar{}g\\_\\_Corynebacterium\\textbar{}s\\_\\_Corynebacterium\\_striatum\\textbar{}t\\_\\_GCF\\_000159135'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Corynebacteriaceae\\textbar{}g\\_\\_Corynebacterium\\textbar{}s\\_\\_Corynebacterium\\_pseudodiphtheriticum\\textbar{}t\\_\\_GCF\\_000466825'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Carnobacteriaceae\\textbar{}g\\_\\_Dolosigranulum\\textbar{}s\\_\\_Dolosigranulum\\_pigrum\\textbar{}t\\_\\_GCF\\_000245815'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Siphoviridae\\textbar{}g\\_\\_Siphoviridae\\_noname\\textbar{}s\\_\\_Streptococcus\\_phage\\_Sfi11'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Viruses\\_noname\\textbar{}g\\_\\_Viruses\\_noname\\textbar{}s\\_\\_Porcine\\_stool\\_associated\\_circular\\_virus\\_3'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Siphoviridae\\textbar{}g\\_\\_Siphoviridae\\_noname\\textbar{}s\\_\\_Streptococcus\\_phage\\_Sfi11\\textbar{}t\\_\\_PRJNA14054'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Viruses\\_noname\\textbar{}g\\_\\_Viruses\\_noname\\textbar{}s\\_\\_Porcine\\_stool\\_associated\\_circular\\_virus\\_3\\textbar{}t\\_\\_PRJNA202890'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Synergistetes\\textbar{}c\\_\\_Synergistia\\textbar{}o\\_\\_Synergistales\\textbar{}f\\_\\_Synergistaceae\\textbar{}g\\_\\_Fretibacterium'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Synergistetes\\textbar{}c\\_\\_Synergistia\\textbar{}o\\_\\_Synergistales\\textbar{}f\\_\\_Synergistaceae\\textbar{}g\\_\\_Fretibacterium\\textbar{}s\\_\\_Fretibacterium\\_fastidiosum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Synergistetes\\textbar{}c\\_\\_Synergistia\\textbar{}o\\_\\_Synergistales\\textbar{}f\\_\\_Synergistaceae\\textbar{}g\\_\\_Fretibacterium\\textbar{}s\\_\\_Fretibacterium\\_fastidiosum\\textbar{}t\\_\\_GCF\\_000210715'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Pseudomonadales\\textbar{}f\\_\\_Pseudomonadaceae\\textbar{}g\\_\\_Pseudomonas\\textbar{}s\\_\\_Pseudomonas\\_stutzeri'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Gammaproteobacteria\\textbar{}o\\_\\_Pseudomonadales\\textbar{}f\\_\\_Pseudomonadaceae\\textbar{}g\\_\\_Pseudomonas\\textbar{}s\\_\\_Pseudomonas\\_stutzeri\\textbar{}t\\_\\_Pseudomonas\\_stutzeri\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus\\textbar{}s\\_\\_Streptococcus\\_sp\\_GMD5S'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_farciminis'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Streptococcaceae\\textbar{}g\\_\\_Streptococcus\\textbar{}s\\_\\_Streptococcus\\_sp\\_GMD5S\\textbar{}t\\_\\_GCF\\_000298715'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_farciminis\\textbar{}t\\_\\_GCF\\_000184535'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Adenoviridae'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Adenoviridae\\textbar{}g\\_\\_Mastadenovirus'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Adenoviridae\\textbar{}g\\_\\_Mastadenovirus\\textbar{}s\\_\\_Human\\_adenovirus\\_D'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Adenoviridae\\textbar{}g\\_\\_Mastadenovirus\\textbar{}s\\_\\_Human\\_adenovirus\\_D\\textbar{}t\\_\\_Human\\_adenovirus\\_D\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Firmicutes\\textbar{}c\\_\\_Bacilli\\textbar{}o\\_\\_Lactobacillales\\textbar{}f\\_\\_Lactobacillaceae\\textbar{}g\\_\\_Lactobacillus\\textbar{}s\\_\\_Lactobacillus\\_oris\\textbar{}t\\_\\_GCF\\_000180015'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Actinomycetaceae\\textbar{}g\\_\\_Actinobaculum'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Actinomycetaceae\\textbar{}g\\_\\_Actinobaculum\\textbar{}s\\_\\_Actinobaculum\\_massiliense'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Actinobacteria\\textbar{}c\\_\\_Actinobacteria\\textbar{}o\\_\\_Actinomycetales\\textbar{}f\\_\\_Actinomycetaceae\\textbar{}g\\_\\_Actinobaculum\\textbar{}s\\_\\_Actinobaculum\\_massiliense\\textbar{}t\\_\\_GCF\\_000315465'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Myoviridae'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Myoviridae\\textbar{}g\\_\\_PhiCD119likevirus'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Caudovirales\\textbar{}f\\_\\_Myoviridae\\textbar{}g\\_\\_PhiCD119likevirus\\textbar{}s\\_\\_PhiCD119likevirus\\_unclassified'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Baculoviridae'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Baculoviridae\\textbar{}g\\_\\_Alphabaculovirus'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Baculoviridae\\textbar{}g\\_\\_Alphabaculovirus\\textbar{}s\\_\\_Bombyx\\_mori\\_nucleopolyhedrovirus'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Deltaproteobacteria\\textbar{}o\\_\\_Desulfovibrionales\\textbar{}f\\_\\_Desulfovibrionaceae\\textbar{}g\\_\\_Desulfovibrio\\textbar{}s\\_\\_Desulfovibrio\\_termitidis'\n",
       "\\item 'k\\_\\_Viruses\\textbar{}p\\_\\_Viruses\\_noname\\textbar{}c\\_\\_Viruses\\_noname\\textbar{}o\\_\\_Viruses\\_noname\\textbar{}f\\_\\_Baculoviridae\\textbar{}g\\_\\_Alphabaculovirus\\textbar{}s\\_\\_Bombyx\\_mori\\_nucleopolyhedrovirus\\textbar{}t\\_\\_Bombyx\\_mori\\_nucleopolyhedrovirus\\_unclassified'\n",
       "\\item 'k\\_\\_Bacteria\\textbar{}p\\_\\_Proteobacteria\\textbar{}c\\_\\_Deltaproteobacteria\\textbar{}o\\_\\_Desulfovibrionales\\textbar{}f\\_\\_Desulfovibrionaceae\\textbar{}g\\_\\_Desulfovibrio\\textbar{}s\\_\\_Desulfovibrio\\_termitidis\\textbar{}t\\_\\_GCF\\_000504305'\n",
       "\\end{enumerate*}\n"
      ],
      "text/markdown": [
       "1. 'k__Bacteria'\n",
       "2. 'k__Viruses'\n",
       "3. 'k__Bacteria|p__Firmicutes'\n",
       "4. 'k__Bacteria|p__Bacteroidetes'\n",
       "5. 'k__Bacteria|p__Actinobacteria'\n",
       "6. 'k__Bacteria|p__Verrucomicrobia'\n",
       "7. 'k__Bacteria|p__Proteobacteria'\n",
       "8. 'k__Viruses|p__Viruses_noname'\n",
       "9. 'k__Bacteria|p__Candidatus_Saccharibacteria'\n",
       "10. 'k__Bacteria|p__Firmicutes|c__Clostridia'\n",
       "11. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia'\n",
       "12. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria'\n",
       "13. 'k__Bacteria|p__Firmicutes|c__Negativicutes'\n",
       "14. 'k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae'\n",
       "15. 'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria'\n",
       "16. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria'\n",
       "17. 'k__Bacteria|p__Firmicutes|c__Erysipelotrichia'\n",
       "18. 'k__Bacteria|p__Firmicutes|c__Bacilli'\n",
       "19. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria'\n",
       "20. 'k__Viruses|p__Viruses_noname|c__Viruses_noname'\n",
       "21. 'k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname'\n",
       "22. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales'\n",
       "23. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales'\n",
       "24. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales'\n",
       "25. 'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales'\n",
       "26. 'k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales'\n",
       "27. 'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales'\n",
       "28. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales'\n",
       "29. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales'\n",
       "30. 'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales'\n",
       "31. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales'\n",
       "32. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales'\n",
       "33. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales'\n",
       "34. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales'\n",
       "35. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales'\n",
       "36. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales'\n",
       "37. 'k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname'\n",
       "38. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae'\n",
       "39. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae'\n",
       "40. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae'\n",
       "41. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae'\n",
       "42. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae'\n",
       "43. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae'\n",
       "44. 'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae'\n",
       "45. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae'\n",
       "46. 'k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales|f__Verrucomicrobiaceae'\n",
       "47. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae'\n",
       "48. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname'\n",
       "49. 'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae'\n",
       "50. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae'\n",
       "51. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiales_noname'\n",
       "52. 'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae'\n",
       "53. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae'\n",
       "54. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae'\n",
       "55. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae'\n",
       "56. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae'\n",
       "57. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae'\n",
       "58. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname'\n",
       "59. 'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae'\n",
       "60. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae'\n",
       "61. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae'\n",
       "62. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae'\n",
       "63. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae'\n",
       "64. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae'\n",
       "65. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae'\n",
       "66. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis'\n",
       "67. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis'\n",
       "68. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname'\n",
       "69. 'k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname'\n",
       "70. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae'\n",
       "71. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Subdoligranulum'\n",
       "72. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium'\n",
       "73. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium'\n",
       "74. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes'\n",
       "75. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus'\n",
       "76. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides'\n",
       "77. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus'\n",
       "78. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium'\n",
       "79. 'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Phascolarctobacterium'\n",
       "80. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia'\n",
       "81. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium'\n",
       "82. 'k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales|f__Verrucomicrobiaceae|g__Akkermansia'\n",
       "83. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname'\n",
       "84. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes'\n",
       "85. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia'\n",
       "86. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides'\n",
       "87. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea'\n",
       "88. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname|g__Bacteroidales_noname'\n",
       "89. 'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila'\n",
       "90. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiales_noname|g__Burkholderiales_noname'\n",
       "91. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter'\n",
       "92. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Coprobacter'\n",
       "93. 'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania'\n",
       "94. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Coriobacteriaceae_noname'\n",
       "95. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus'\n",
       "96. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Adlercreutzia'\n",
       "97. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia'\n",
       "98. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Parasutterella'\n",
       "99. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter'\n",
       "100. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Butyrivibrio'\n",
       "101. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname'\n",
       "102. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Anaerotruncus'\n",
       "103. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Clostridiales_noname'\n",
       "104. 'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Veillonella'\n",
       "105. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia'\n",
       "106. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella'\n",
       "107. 'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Solobacterium'\n",
       "108. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella'\n",
       "109. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__C2likevirus'\n",
       "110. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella'\n",
       "111. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Pediococcus'\n",
       "112. 'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname'\n",
       "113. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Pseudoflavonifractor'\n",
       "114. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus'\n",
       "115. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Gordonibacter'\n",
       "116. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces'\n",
       "117. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacteriaceae_noname'\n",
       "118. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Parvimonas'\n",
       "119. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname|g__Gemella'\n",
       "120. 'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio'\n",
       "121. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella'\n",
       "122. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcaceae_noname'\n",
       "123. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis|g__Clostridiales_Family_XIII_Incertae_Sedis_noname'\n",
       "124. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Alloprevotella'\n",
       "125. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis|g__Clostridiales_Family_XIII_Incertae_Sedis_unclassified'\n",
       "126. 'k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname|g__Candidatus_Saccharibacteria_noname'\n",
       "127. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Lactococcus'\n",
       "128. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcus'\n",
       "129. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Granulicatella'\n",
       "130. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Flavonifractor'\n",
       "131. 'k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname|g__Candidatus_Saccharibacteria_noname_unclassified'\n",
       "132. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia'\n",
       "133. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Subdoligranulum|s__Subdoligranulum_unclassified'\n",
       "134. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_longum'\n",
       "135. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_putredinis'\n",
       "136. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii'\n",
       "137. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus|s__Coprococcus_comes'\n",
       "138. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_bromii'\n",
       "139. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_rectale'\n",
       "140. 'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Phascolarctobacterium|s__Phascolarctobacterium_succinatutens'\n",
       "141. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_ramulus'\n",
       "142. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_hallii'\n",
       "143. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_vulgatus'\n",
       "144. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_obeum'\n",
       "145. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_sp_5_1_39BFAA'\n",
       "146. 'k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales|f__Verrucomicrobiaceae|g__Akkermansia|s__Akkermansia_muciniphila'\n",
       "147. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_uniformis'\n",
       "148. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_ovatus'\n",
       "149. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_leptum'\n",
       "150. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_hadrus'\n",
       "151. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_shahii'\n",
       "152. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia|s__Roseburia_hominis'\n",
       "153. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_5_1_63FAA'\n",
       "154. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_lactaris'\n",
       "155. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_champanellensis'\n",
       "156. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_merdae'\n",
       "157. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_L2_50'\n",
       "158. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_ventriosum'\n",
       "159. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus|s__Coprococcus_catus'\n",
       "160. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_eligens'\n",
       "161. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_caccae'\n",
       "162. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_torques'\n",
       "163. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_faecis'\n",
       "164. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname|g__Bacteroidales_noname|s__Bacteroidales_bacterium_ph8'\n",
       "165. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_8_1_57FAA'\n",
       "166. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea|s__Dorea_longicatena'\n",
       "167. 'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila|s__Bilophila_unclassified'\n",
       "168. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiales_noname|g__Burkholderiales_noname|s__Burkholderiales_bacterium_1_1_47'\n",
       "169. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_splanchnicus'\n",
       "170. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia|s__Roseburia_inulinivorans'\n",
       "171. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_dorei'\n",
       "172. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea|s__Dorea_formicigenerans'\n",
       "173. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_fragilis'\n",
       "174. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_cellulosilyticus'\n",
       "175. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Coprobacter|s__Coprobacter_fastidiosus'\n",
       "176. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Coriobacteriaceae_noname|s__Coriobacteriaceae_bacterium_phI'\n",
       "177. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Subdoligranulum|s__Subdoligranulum_sp_4_3_54A2FAA'\n",
       "178. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_thetaiotaomicron'\n",
       "179. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Adlercreutzia|s__Adlercreutzia_equolifaciens'\n",
       "180. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_salivarius'\n",
       "181. 'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_unclassified'\n",
       "182. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Parasutterella|s__Parasutterella_excrementihominis'\n",
       "183. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter|s__Oscillibacter_unclassified'\n",
       "184. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_coli'\n",
       "185. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_gnavus'\n",
       "186. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Butyrivibrio|s__Butyrivibrio_unclassified'\n",
       "187. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_bartlettii'\n",
       "188. 'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_filiformis'\n",
       "189. 'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila|s__Bilophila_wadsworthia'\n",
       "190. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Anaerotruncus|s__Anaerotruncus_unclassified'\n",
       "191. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_2_1_58FAA'\n",
       "192. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Clostridiales_noname|s__Clostridiales_bacterium_1_7_47FAA'\n",
       "193. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_7_1_58FAA'\n",
       "194. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia|s__Rothia_mucilaginosa'\n",
       "195. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_unclassified'\n",
       "196. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_callidus'\n",
       "197. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_hathewayi'\n",
       "198. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_unclassified'\n",
       "199. 'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Solobacterium|s__Solobacterium_moorei'\n",
       "200. 'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Veillonella|s__Veillonella_atypica'\n",
       "201. ⋯\n",
       "202. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname'\n",
       "203. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname|f__Bacteroidetes_noname'\n",
       "204. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus'\n",
       "205. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname|f__Bacteroidetes_noname|g__Bacteroidetes_noname'\n",
       "206. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_1_1_30'\n",
       "207. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus|s__Bacillus_subtilis'\n",
       "208. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_dysgalactiae'\n",
       "209. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname|f__Bacteroidetes_noname|g__Bacteroidetes_noname|s__Bacteroidetes_bacterium_oral_taxon_272'\n",
       "210. 'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_desulfuricans|t__GCF_000420465'\n",
       "211. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_1_1_30|t__GCF_000218365'\n",
       "212. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus|s__Bacillus_subtilis|t__Bacillus_subtilis_unclassified'\n",
       "213. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_dysgalactiae|t__Streptococcus_dysgalactiae_unclassified'\n",
       "214. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname|f__Bacteroidetes_noname|g__Bacteroidetes_noname|s__Bacteroidetes_bacterium_oral_taxon_272|t__GCF_000442105'\n",
       "215. 'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname'\n",
       "216. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__P22likevirus'\n",
       "217. 'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida'\n",
       "218. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__P22likevirus|s__Salmonella_phage_HK620'\n",
       "219. 'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida|s__Candida_albicans'\n",
       "220. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__P22likevirus|s__Salmonella_phage_HK620|t__PRJNA14115'\n",
       "221. 'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida|s__Candida_albicans|t__GCA_000182965'\n",
       "222. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_sp'\n",
       "223. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactobacillus_phage_PL_1'\n",
       "224. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_sp|t__GCF_000209835'\n",
       "225. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactobacillus_phage_PL_1|t__PRJNA227007'\n",
       "226. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Sutterella|s__Sutterella_parvirubra'\n",
       "227. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Sutterella|s__Sutterella_parvirubra|t__GCF_000250875'\n",
       "228. 'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_sp_AP2'\n",
       "229. 'k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_sp_AP2|t__GCF_000327285'\n",
       "230. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_acidophilus'\n",
       "231. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_ICM47'\n",
       "232. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_amylovorus'\n",
       "233. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Comamonas|s__Comamonas_testosteroni'\n",
       "234. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_acidophilus|t__Lactobacillus_acidophilus_unclassified'\n",
       "235. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_ICM47|t__GCF_000278725'\n",
       "236. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_amylovorus|t__Lactobacillus_amylovorus_unclassified'\n",
       "237. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Comamonas|s__Comamonas_testosteroni|t__Comamonas_testosteroni_unclassified'\n",
       "238. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_iners'\n",
       "239. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_iners|t__Lactobacillus_iners_unclassified'\n",
       "240. 'k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria'\n",
       "241. 'k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales'\n",
       "242. 'k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Bartonellaceae'\n",
       "243. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella'\n",
       "244. 'k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Bartonellaceae|g__Bartonella'\n",
       "245. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_unclassified'\n",
       "246. 'k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Bartonellaceae|g__Bartonella|s__Bartonella_unclassified'\n",
       "247. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_aureus'\n",
       "248. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_aureus|t__Staphylococcus_aureus_unclassified'\n",
       "249. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_cibaria'\n",
       "250. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_confusa'\n",
       "251. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_cibaria|t__GCF_000193635'\n",
       "252. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_confusa|t__GCF_000239955'\n",
       "253. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname'\n",
       "254. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname'\n",
       "255. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Diplodia_scrobiculata_RNA_virus_1'\n",
       "256. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Diplodia_scrobiculata_RNA_virus_1|t__PRJNA43007'\n",
       "257. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_urealyticum'\n",
       "258. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_urealyticum|t__Corynebacterium_urealyticum_unclassified'\n",
       "259. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_sanfranciscensis'\n",
       "260. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_sanfranciscensis|t__GCF_000225325'\n",
       "261. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Marvinbryantia'\n",
       "262. 'k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Arcobacter'\n",
       "263. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Marvinbryantia|s__Marvinbryantia_formatexigens'\n",
       "264. 'k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Arcobacter|s__Arcobacter_butzleri'\n",
       "265. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Marvinbryantia|s__Marvinbryantia_formatexigens|t__GCF_000173815'\n",
       "266. 'k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Arcobacter|s__Arcobacter_butzleri|t__Arcobacter_butzleri_unclassified'\n",
       "267. 'k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobacterium'\n",
       "268. 'k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobacterium|s__Methanobacterium_unclassified'\n",
       "269. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter|s__Oscillibacter_sp_KLE_1728'\n",
       "270. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter|s__Oscillibacter_sp_KLE_1728|t__GCF_000469425'\n",
       "271. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales'\n",
       "272. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales|f__Herpesviridae'\n",
       "273. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales|f__Herpesviridae|g__Lymphocryptovirus'\n",
       "274. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales|f__Herpesviridae|g__Lymphocryptovirus|s__Human_herpesvirus_4'\n",
       "275. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales|f__Herpesviridae|g__Lymphocryptovirus|s__Human_herpesvirus_4|t__Human_herpesvirus_4_unclassified'\n",
       "276. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_sp_HGA1'\n",
       "277. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_difficile|t__GCF_000450985'\n",
       "278. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_sp_HGA1|t__GCF_000191845'\n",
       "279. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_sp_7L76'\n",
       "280. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parauberis'\n",
       "281. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_sp_7L76|t__GCF_000210115'\n",
       "282. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parauberis|t__Streptococcus_parauberis_unclassified'\n",
       "283. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Ralstonia'\n",
       "284. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_ul36'\n",
       "285. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Ralstonia|s__Ralstonia_unclassified'\n",
       "286. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Ralstonia|s__Ralstonia_pickettii'\n",
       "287. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_ul36|t__PRJNA14331'\n",
       "288. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Ralstonia|s__Ralstonia_pickettii|t__Ralstonia_pickettii_unclassified'\n",
       "289. 'k__Eukaryota|p__Eukaryota_noname'\n",
       "290. 'k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname'\n",
       "291. 'k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname'\n",
       "292. 'k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae'\n",
       "293. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Providencia'\n",
       "294. 'k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae|g__Giardia'\n",
       "295. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_2_5'\n",
       "296. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_multisaccharivorax'\n",
       "297. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Providencia|s__Providencia_rettgeri'\n",
       "298. 'k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae|g__Giardia|s__Giardia_intestinalis'\n",
       "299. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_2_5|t__GCF_000159855'\n",
       "300. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_multisaccharivorax|t__GCF_000218235'\n",
       "301. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Providencia|s__Providencia_rettgeri|t__Providencia_rettgeri_unclassified'\n",
       "302. 'k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae|g__Giardia|s__Giardia_intestinalis|t__GCA_000002435'\n",
       "303. 'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Selenomonas|s__Selenomonas_artemidis'\n",
       "304. 'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Selenomonas|s__Selenomonas_artemidis|t__GCF_000187125'\n",
       "305. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_ovatus|t__GCF_000273195'\n",
       "306. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_influenzae'\n",
       "307. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_ICM7'\n",
       "308. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_urogenitalis'\n",
       "309. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_macedonicus'\n",
       "310. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_influenzae|t__Haemophilus_influenzae_unclassified'\n",
       "311. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_ICM7|t__GCF_000287675'\n",
       "312. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_urogenitalis|t__GCF_000159035'\n",
       "313. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_macedonicus|t__GCF_000283635'\n",
       "314. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_172'\n",
       "315. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_saerimneri'\n",
       "316. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Neisseria|s__Neisseria_subflava'\n",
       "317. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_172|t__GCF_000466265'\n",
       "318. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_saerimneri|t__GCF_000317165'\n",
       "319. 'k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Neisseria|s__Neisseria_subflava|t__GCF_000173955'\n",
       "320. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__Podoviridae_noname'\n",
       "321. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__Podoviridae_noname|s__Clostridium_phage_phiCP7R'\n",
       "322. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__Podoviridae_noname|s__Clostridium_phage_phiCP7R|t__PRJNA167663'\n",
       "323. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_finegoldii|t__GCF_000156195'\n",
       "324. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Oribacterium|s__Oribacterium_sp_oral_taxon_078'\n",
       "325. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_albertii'\n",
       "326. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Oribacterium|s__Oribacterium_sp_oral_taxon_078|t__Oribacterium_sp_oral_taxon_078_unclassified'\n",
       "327. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_albertii|t__Escherichia_albertii_unclassified'\n",
       "328. 'k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Brachyspiraceae'\n",
       "329. 'k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Brachyspiraceae|g__Brachyspira'\n",
       "330. 'k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Brachyspiraceae|g__Brachyspira|s__Brachyspira_unclassified'\n",
       "331. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_pseudopneumoniae'\n",
       "332. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_pseudopneumoniae|t__Streptococcus_pseudopneumoniae_unclassified'\n",
       "333. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Porcine_stool_associated_circular_virus_2'\n",
       "334. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Porcine_stool_associated_circular_virus_2|t__PRJNA202891'\n",
       "335. 'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomyces'\n",
       "336. 'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomyces|s__Debaryomyces_hansenii'\n",
       "337. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Proteus|s__Proteus_unclassified'\n",
       "338. 'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomyces|s__Debaryomyces_hansenii|t__GCA_000006445'\n",
       "339. 'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Nakaseomyces'\n",
       "340. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_sp_3_2_56FAA'\n",
       "341. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_1_19'\n",
       "342. 'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Nakaseomyces|s__Candida_glabrata'\n",
       "343. 'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida|s__Candida_tropicalis'\n",
       "344. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_sp_3_2_56FAA|t__GCF_000185825'\n",
       "345. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_1_19|t__GCF_000163655'\n",
       "346. 'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Nakaseomyces|s__Candida_glabrata|t__GCA_000002545'\n",
       "347. 'k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida|s__Candida_tropicalis|t__GCA_000006335'\n",
       "348. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_unclassified'\n",
       "349. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_jm3'\n",
       "350. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_jm3|t__PRJNA213075'\n",
       "351. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_936_sensu_lato|t__PRJNA17757'\n",
       "352. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parasanguinis|t__GCF_000260695'\n",
       "353. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_vitulinus'\n",
       "354. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_vitulinus|t__GCF_000286335'\n",
       "355. 'k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_coli'\n",
       "356. 'k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_coli|t__Campylobacter_coli_unclassified'\n",
       "357. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_mori'\n",
       "358. 'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855'\n",
       "359. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_mori|t__GCF_000211415'\n",
       "360. 'k__Bacteria|p__Acidobacteria|c__Acidobacteriia|o__Acidobacteriales|f__Acidobacteriaceae|g__Acidobacteriaceae_unclassified'\n",
       "361. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_gasicomitatum'\n",
       "362. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_laneus'\n",
       "363. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_gasicomitatum|t__GCF_000196855'\n",
       "364. 'k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_laneus|t__GCF_000243215'\n",
       "365. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Dolosigranulum'\n",
       "366. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_striatum'\n",
       "367. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_pseudodiphtheriticum'\n",
       "368. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Dolosigranulum|s__Dolosigranulum_pigrum'\n",
       "369. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_striatum|t__GCF_000159135'\n",
       "370. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_pseudodiphtheriticum|t__GCF_000466825'\n",
       "371. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Dolosigranulum|s__Dolosigranulum_pigrum|t__GCF_000245815'\n",
       "372. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Streptococcus_phage_Sfi11'\n",
       "373. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Porcine_stool_associated_circular_virus_3'\n",
       "374. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Streptococcus_phage_Sfi11|t__PRJNA14054'\n",
       "375. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Porcine_stool_associated_circular_virus_3|t__PRJNA202890'\n",
       "376. 'k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Fretibacterium'\n",
       "377. 'k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Fretibacterium|s__Fretibacterium_fastidiosum'\n",
       "378. 'k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Fretibacterium|s__Fretibacterium_fastidiosum|t__GCF_000210715'\n",
       "379. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_stutzeri'\n",
       "380. 'k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_stutzeri|t__Pseudomonas_stutzeri_unclassified'\n",
       "381. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sp_GMD5S'\n",
       "382. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_farciminis'\n",
       "383. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sp_GMD5S|t__GCF_000298715'\n",
       "384. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_farciminis|t__GCF_000184535'\n",
       "385. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Adenoviridae'\n",
       "386. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Adenoviridae|g__Mastadenovirus'\n",
       "387. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Adenoviridae|g__Mastadenovirus|s__Human_adenovirus_D'\n",
       "388. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Adenoviridae|g__Mastadenovirus|s__Human_adenovirus_D|t__Human_adenovirus_D_unclassified'\n",
       "389. 'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_oris|t__GCF_000180015'\n",
       "390. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum'\n",
       "391. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum|s__Actinobaculum_massiliense'\n",
       "392. 'k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum|s__Actinobaculum_massiliense|t__GCF_000315465'\n",
       "393. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Myoviridae'\n",
       "394. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Myoviridae|g__PhiCD119likevirus'\n",
       "395. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Myoviridae|g__PhiCD119likevirus|s__PhiCD119likevirus_unclassified'\n",
       "396. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae'\n",
       "397. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae|g__Alphabaculovirus'\n",
       "398. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae|g__Alphabaculovirus|s__Bombyx_mori_nucleopolyhedrovirus'\n",
       "399. 'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_termitidis'\n",
       "400. 'k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae|g__Alphabaculovirus|s__Bombyx_mori_nucleopolyhedrovirus|t__Bombyx_mori_nucleopolyhedrovirus_unclassified'\n",
       "401. 'k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_termitidis|t__GCF_000504305'\n",
       "\n",
       "\n"
      ],
      "text/plain": [
       "   [1] \"k__Bacteria\"                                                                                                                                                                                                                                                           \n",
       "   [2] \"k__Viruses\"                                                                                                                                                                                                                                                            \n",
       "   [3] \"k__Bacteria|p__Firmicutes\"                                                                                                                                                                                                                                             \n",
       "   [4] \"k__Bacteria|p__Bacteroidetes\"                                                                                                                                                                                                                                          \n",
       "   [5] \"k__Bacteria|p__Actinobacteria\"                                                                                                                                                                                                                                         \n",
       "   [6] \"k__Bacteria|p__Verrucomicrobia\"                                                                                                                                                                                                                                        \n",
       "   [7] \"k__Bacteria|p__Proteobacteria\"                                                                                                                                                                                                                                         \n",
       "   [8] \"k__Viruses|p__Viruses_noname\"                                                                                                                                                                                                                                          \n",
       "   [9] \"k__Bacteria|p__Candidatus_Saccharibacteria\"                                                                                                                                                                                                                            \n",
       "  [10] \"k__Bacteria|p__Firmicutes|c__Clostridia\"                                                                                                                                                                                                                               \n",
       "  [11] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia\"                                                                                                                                                                                                                           \n",
       "  [12] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria\"                                                                                                                                                                                                                       \n",
       "  [13] \"k__Bacteria|p__Firmicutes|c__Negativicutes\"                                                                                                                                                                                                                            \n",
       "  [14] \"k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae\"                                                                                                                                                                                                                    \n",
       "  [15] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria\"                                                                                                                                                                                                                  \n",
       "  [16] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria\"                                                                                                                                                                                                                   \n",
       "  [17] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia\"                                                                                                                                                                                                                         \n",
       "  [18] \"k__Bacteria|p__Firmicutes|c__Bacilli\"                                                                                                                                                                                                                                  \n",
       "  [19] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria\"                                                                                                                                                                                                                  \n",
       "  [20] \"k__Viruses|p__Viruses_noname|c__Viruses_noname\"                                                                                                                                                                                                                        \n",
       "  [21] \"k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname\"                                                                                                                                                                                      \n",
       "  [22] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales\"                                                                                                                                                                                                              \n",
       "  [23] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales\"                                                                                                                                                                                                          \n",
       "  [24] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales\"                                                                                                                                                                                                  \n",
       "  [25] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales\"                                                                                                                                                                                                         \n",
       "  [26] \"k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales\"                                                                                                                                                                                              \n",
       "  [27] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales\"                                                                                                                                                                                            \n",
       "  [28] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales\"                                                                                                                                                                                                \n",
       "  [29] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales\"                                                                                                                                                                                                   \n",
       "  [30] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales\"                                                                                                                                                                                                   \n",
       "  [31] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales\"                                                                                                                                                                                                               \n",
       "  [32] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales\"                                                                                                                                                                                             \n",
       "  [33] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales\"                                                                                                                                                                                                    \n",
       "  [34] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales\"                                                                                                                                                                                                        \n",
       "  [35] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales\"                                                                                                                                                                                                \n",
       "  [36] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales\"                                                                                                                                                                                                                    \n",
       "  [37] \"k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname\"                                                                                                                                                \n",
       "  [38] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae\"                                                                                                                                                                                           \n",
       "  [39] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae\"                                                                                                                                                                                           \n",
       "  [40] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae\"                                                                                                                                                                                            \n",
       "  [41] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae\"                                                                                                                                                                            \n",
       "  [42] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae\"                                                                                                                                                                                         \n",
       "  [43] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae\"                                                                                                                                                                                        \n",
       "  [44] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae\"                                                                                                                                                                                   \n",
       "  [45] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae\"                                                                                                                                                                                            \n",
       "  [46] \"k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales|f__Verrucomicrobiaceae\"                                                                                                                                                                       \n",
       "  [47] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae\"                                                                                                                                                                                    \n",
       "  [48] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname\"                                                                                                                                                                                  \n",
       "  [49] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae\"                                                                                                                                                                     \n",
       "  [50] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae\"                                                                                                                                                                              \n",
       "  [51] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiales_noname\"                                                                                                                                                                      \n",
       "  [52] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae\"                                                                                                                                                                            \n",
       "  [53] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae\"                                                                                                                                                                                           \n",
       "  [54] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae\"                                                                                                                                                                       \n",
       "  [55] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae\"                                                                                                                                                                              \n",
       "  [56] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae\"                                                                                                                                                                                          \n",
       "  [57] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae\"                                                                                                                                                                                     \n",
       "  [58] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname\"                                                                                                                                                                                      \n",
       "  [59] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae\"                                                                                                                                                                                      \n",
       "  [60] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae\"                                                                                                                                                                                  \n",
       "  [61] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae\"                                                                                                                                                                                        \n",
       "  [62] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae\"                                                                                                                                                                                        \n",
       "  [63] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae\"                                                                                                                                                                                           \n",
       "  [64] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae\"                                                                                                                                                                             \n",
       "  [65] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae\"                                                                                                                                                                                \n",
       "  [66] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis\"                                                                                                                                                                    \n",
       "  [67] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis\"                                                                                                                                                                  \n",
       "  [68] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname\"                                                                                                                                                                                               \n",
       "  [69] \"k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname\"                                                                                                          \n",
       "  [70] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae\"                                                                                                                                                                                          \n",
       "  [71] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Subdoligranulum\"                                                                                                                                                                        \n",
       "  [72] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium\"                                                                                                                                                                             \n",
       "  [73] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium\"                                                                                                                                                         \n",
       "  [74] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes\"                                                                                                                                                                            \n",
       "  [75] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus\"                                                                                                                                                                           \n",
       "  [76] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides\"                                                                                                                                                                         \n",
       "  [77] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus\"                                                                                                                                                                            \n",
       "  [78] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium\"                                                                                                                                                                       \n",
       "  [79] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Phascolarctobacterium\"                                                                                                                                                          \n",
       "  [80] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia\"                                                                                                                                                                                \n",
       "  [81] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium\"                                                                                                                                                                             \n",
       "  [82] \"k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales|f__Verrucomicrobiaceae|g__Akkermansia\"                                                                                                                                                        \n",
       "  [83] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname\"                                                                                                                                                                 \n",
       "  [84] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes\"                                                                                                                                                                           \n",
       "  [85] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia\"                                                                                                                                                                              \n",
       "  [86] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides\"                                                                                                                                                                 \n",
       "  [87] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea\"                                                                                                                                                                                  \n",
       "  [88] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname|g__Bacteroidales_noname\"                                                                                                                                                          \n",
       "  [89] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila\"                                                                                                                                                        \n",
       "  [90] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiales_noname|g__Burkholderiales_noname\"                                                                                                                                            \n",
       "  [91] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter\"                                                                                                                                                                     \n",
       "  [92] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Coprobacter\"                                                                                                                                                                     \n",
       "  [93] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania\"                                                                                                                                                              \n",
       "  [94] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Coriobacteriaceae_noname\"                                                                                                                                                  \n",
       "  [95] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus\"                                                                                                                                                                          \n",
       "  [96] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Adlercreutzia\"                                                                                                                                                             \n",
       "  [97] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia\"                                                                                                                                                        \n",
       "  [98] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Parasutterella\"                                                                                                                                                            \n",
       "  [99] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter\"                                                                                                                                                                         \n",
       " [100] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Butyrivibrio\"                                                                                                                                                                           \n",
       " [101] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname\"                                                                                                                                                     \n",
       " [102] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Anaerotruncus\"                                                                                                                                                                          \n",
       " [103] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Clostridiales_noname\"                                                                                                                                                              \n",
       " [104] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Veillonella\"                                                                                                                                                                       \n",
       " [105] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia\"                                                                                                                                                                        \n",
       " [106] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella\"                                                                                                                                                               \n",
       " [107] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Solobacterium\"                                                                                                                                                           \n",
       " [108] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella\"                                                                                                                                                                          \n",
       " [109] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__C2likevirus\"                                                                                                                                                                         \n",
       " [110] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella\"                                                                                                                                                               \n",
       " [111] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Pediococcus\"                                                                                                                                                                            \n",
       " [112] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname\"                                                                                                                                              \n",
       " [113] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Pseudoflavonifractor\"                                                                                                                                                              \n",
       " [114] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus\"                                                                                                                                                              \n",
       " [115] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Gordonibacter\"                                                                                                                                                             \n",
       " [116] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces\"                                                                                                                                                                 \n",
       " [117] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacteriaceae_noname\"                                                                                                                                          \n",
       " [118] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Parvimonas\"                                                                                                                                                      \n",
       " [119] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname|g__Gemella\"                                                                                                                                                                                    \n",
       " [120] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio\"                                                                                                                                                    \n",
       " [121] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella\"                                                                                                                                                                 \n",
       " [122] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcaceae_noname\"                                                                                                                                                                 \n",
       " [123] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis|g__Clostridiales_Family_XIII_Incertae_Sedis_noname\"                                                                                                               \n",
       " [124] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Alloprevotella\"                                                                                                                                                                      \n",
       " [125] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis|g__Clostridiales_Family_XIII_Incertae_Sedis_unclassified\"                                                                                                         \n",
       " [126] \"k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname|g__Candidatus_Saccharibacteria_noname\"                                                                    \n",
       " [127] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Lactococcus\"                                                                                                                                                                            \n",
       " [128] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcus\"                                                                                                                                                               \n",
       " [129] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Granulicatella\"                                                                                                                                                                        \n",
       " [130] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Flavonifractor\"                                                                                                                                                                    \n",
       " [131] \"k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname|g__Candidatus_Saccharibacteria_noname_unclassified\"                                                       \n",
       " [132] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia\"                                                                                                                                                                   \n",
       " [133] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Subdoligranulum|s__Subdoligranulum_unclassified\"                                                                                                                                        \n",
       " [134] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_longum\"                                                                                                                               \n",
       " [135] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_putredinis\"                                                                                                                                                    \n",
       " [136] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii\"                                                                                                                                       \n",
       " [137] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus|s__Coprococcus_comes\"                                                                                                                                                       \n",
       " [138] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_bromii\"                                                                                                                                                    \n",
       " [139] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_rectale\"                                                                                                                                                      \n",
       " [140] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Phascolarctobacterium|s__Phascolarctobacterium_succinatutens\"                                                                                                                   \n",
       " [141] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_ramulus\"                                                                                                                                                      \n",
       " [142] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_hallii\"                                                                                                                                                       \n",
       " [143] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_vulgatus\"                                                                                                                                                 \n",
       " [144] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_obeum\"                                                                                                                                                          \n",
       " [145] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_sp_5_1_39BFAA\"                                                                                                                                             \n",
       " [146] \"k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales|f__Verrucomicrobiaceae|g__Akkermansia|s__Akkermansia_muciniphila\"                                                                                                                             \n",
       " [147] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_uniformis\"                                                                                                                                                \n",
       " [148] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_ovatus\"                                                                                                                                                   \n",
       " [149] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_leptum\"                                                                                                                                                       \n",
       " [150] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_hadrus\"                                                                                                                                                    \n",
       " [151] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_shahii\"                                                                                                                                                        \n",
       " [152] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia|s__Roseburia_hominis\"                                                                                                                                                         \n",
       " [153] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_5_1_63FAA\"                                                                                                                          \n",
       " [154] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_lactaris\"                                                                                                                                                  \n",
       " [155] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_champanellensis\"                                                                                                                                           \n",
       " [156] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_merdae\"                                                                                                                                       \n",
       " [157] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_L2_50\"                                                                                                                                                     \n",
       " [158] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_ventriosum\"                                                                                                                                                   \n",
       " [159] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus|s__Coprococcus_catus\"                                                                                                                                                       \n",
       " [160] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_eligens\"                                                                                                                                                      \n",
       " [161] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_caccae\"                                                                                                                                                   \n",
       " [162] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_torques\"                                                                                                                                                        \n",
       " [163] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_faecis\"                                                                                                                                                   \n",
       " [164] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname|g__Bacteroidales_noname|s__Bacteroidales_bacterium_ph8\"                                                                                                                           \n",
       " [165] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_8_1_57FAA\"                                                                                                                          \n",
       " [166] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea|s__Dorea_longicatena\"                                                                                                                                                             \n",
       " [167] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila|s__Bilophila_unclassified\"                                                                                                                              \n",
       " [168] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiales_noname|g__Burkholderiales_noname|s__Burkholderiales_bacterium_1_1_47\"                                                                                                        \n",
       " [169] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_splanchnicus\"                                                                                                                                         \n",
       " [170] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia|s__Roseburia_inulinivorans\"                                                                                                                                                   \n",
       " [171] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_dorei\"                                                                                                                                                    \n",
       " [172] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea|s__Dorea_formicigenerans\"                                                                                                                                                         \n",
       " [173] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_fragilis\"                                                                                                                                                 \n",
       " [174] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_cellulosilyticus\"                                                                                                                                         \n",
       " [175] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Coprobacter|s__Coprobacter_fastidiosus\"                                                                                                                                          \n",
       " [176] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Coriobacteriaceae_noname|s__Coriobacteriaceae_bacterium_phI\"                                                                                                               \n",
       " [177] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Subdoligranulum|s__Subdoligranulum_sp_4_3_54A2FAA\"                                                                                                                                      \n",
       " [178] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_thetaiotaomicron\"                                                                                                                                         \n",
       " [179] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Adlercreutzia|s__Adlercreutzia_equolifaciens\"                                                                                                                              \n",
       " [180] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_salivarius\"                                                                                                                                              \n",
       " [181] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_unclassified\"                                                                                                                                   \n",
       " [182] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Parasutterella|s__Parasutterella_excrementihominis\"                                                                                                                        \n",
       " [183] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter|s__Oscillibacter_unclassified\"                                                                                                                                           \n",
       " [184] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_coli\"                                                                                                                                    \n",
       " [185] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_gnavus\"                                                                                                                                                         \n",
       " [186] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Butyrivibrio|s__Butyrivibrio_unclassified\"                                                                                                                                              \n",
       " [187] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_bartlettii\"                                                                                                                           \n",
       " [188] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_filiformis\"                                                                                                                                     \n",
       " [189] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila|s__Bilophila_wadsworthia\"                                                                                                                               \n",
       " [190] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Anaerotruncus|s__Anaerotruncus_unclassified\"                                                                                                                                            \n",
       " [191] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_2_1_58FAA\"                                                                                                                          \n",
       " [192] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Clostridiales_noname|s__Clostridiales_bacterium_1_7_47FAA\"                                                                                                                         \n",
       " [193] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_7_1_58FAA\"                                                                                                                          \n",
       " [194] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia|s__Rothia_mucilaginosa\"                                                                                                                                                 \n",
       " [195] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_unclassified\"                                                                                                                                   \n",
       " [196] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_callidus\"                                                                                                                                                  \n",
       " [197] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_hathewayi\"                                                                                                                                                    \n",
       " [198] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_unclassified\"                                                                                                                            \n",
       " [199] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Solobacterium|s__Solobacterium_moorei\"                                                                                                                                   \n",
       " [200] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Veillonella|s__Veillonella_atypica\"                                                                                                                                                \n",
       " [201] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_3_1_46FAA\"                                                                                                                          \n",
       " [202] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_asparagiforme\"                                                                                                                                                \n",
       " [203] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_3_1_57FAA_CT1\"                                                                                                                      \n",
       " [204] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_bolteae\"                                                                                                                                                      \n",
       " [205] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Veillonella|s__Veillonella_unclassified\"                                                                                                                                           \n",
       " [206] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_1_1_57FAA\"                                                                                                                          \n",
       " [207] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__C2likevirus|s__C2likevirus_unclassified\"                                                                                                                                             \n",
       " [208] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_animalis\"                                                                                                                             \n",
       " [209] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Pediococcus|s__Pediococcus_acidilactici\"                                                                                                                                                \n",
       " [210] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sanguinis\"                                                                                                                                               \n",
       " [211] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Pseudoflavonifractor|s__Pseudoflavonifractor_capillosus\"                                                                                                                           \n",
       " [212] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_parainfluenzae\"                                                                                                                                \n",
       " [213] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_unclassified\"                                                                                                                                   \n",
       " [214] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Veillonella|s__Veillonella_parvula\"                                                                                                                                                \n",
       " [215] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Gordonibacter|s__Gordonibacter_pamelaeae\"                                                                                                                                  \n",
       " [216] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_scindens\"                                                                                                                                                     \n",
       " [217] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_anginosus\"                                                                                                                                               \n",
       " [218] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Blautia_hydrogenotrophica\"                                                                                                                                                   \n",
       " [219] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_bivia\"                                                                                                                                                      \n",
       " [220] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacteriaceae_noname|s__Enterobacteriaceae_bacterium_9_2_54FAA\"                                                                                                \n",
       " [221] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parasanguinis\"                                                                                                                                           \n",
       " [222] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Erysipelotrichaceae_bacterium_6_1_45\"                                                                                                      \n",
       " [223] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Parvimonas|s__Parvimonas_unclassified\"                                                                                                                           \n",
       " [224] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_graevenitzii\"                                                                                                                                     \n",
       " [225] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname|g__Gemella|s__Gemella_sanguinis\"                                                                                                                                                               \n",
       " [226] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_desulfuricans\"                                                                                                                     \n",
       " [227] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_albus\"                                                                                                                                                     \n",
       " [228] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_5_1_57FAA\"                                                                                                                          \n",
       " [229] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella|s__Olsenella_unclassified\"                                                                                                                                       \n",
       " [230] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_flavefaciens\"                                                                                                                                              \n",
       " [231] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_disiens\"                                                                                                                                                    \n",
       " [232] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcaceae_noname|s__Ruminococcaceae_bacterium_D16\"                                                                                                                                \n",
       " [233] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_vestibularis\"                                                                                                                                            \n",
       " [234] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis|g__Clostridiales_Family_XIII_Incertae_Sedis_noname|s__Eubacterium_infirmum\"                                                                                       \n",
       " [235] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Erysipelotrichaceae_bacterium_21_3\"                                                                                                        \n",
       " [236] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Alloprevotella|s__Alloprevotella_unclassified\"                                                                                                                                       \n",
       " [237] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_odontolyticus\"                                                                                                                                    \n",
       " [238] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Subdoligranulum|s__Subdoligranulum_variabile\"                                                                                                                                           \n",
       " [239] \"k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname|g__Candidatus_Saccharibacteria_noname|s__candidate_division_TM7_single_cell_isolate_TM7c\"                 \n",
       " [240] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_adolescentis\"                                                                                                                         \n",
       " [241] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_lenta\"                                                                                                                                          \n",
       " [242] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_4_1_37FAA\"                                                                                                                          \n",
       " [243] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Lactococcus|s__Lactococcus_lactis\"                                                                                                                                                      \n",
       " [244] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Granulicatella|s__Granulicatella_unclassified\"                                                                                                                                         \n",
       " [245] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcus|s__Peptostreptococcus_anaerobius\"                                                                                                                              \n",
       " [246] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_intermedius\"                                                                                                                                             \n",
       " [247] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_citroniae\"                                                                                                                                                    \n",
       " [248] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Flavonifractor|s__Flavonifractor_plautii\"                                                                                                                                          \n",
       " [249] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia|s__Slackia_unclassified\"                                                                                                                                           \n",
       " [250] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcus|s__Peptostreptococcus_unclassified\"                                                                                                                            \n",
       " [251] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_longum|t__Bifidobacterium_longum_unclassified\"                                                                                        \n",
       " [252] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_putredinis|t__GCF_000154465\"                                                                                                                                   \n",
       " [253] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus|s__Coprococcus_comes|t__GCF_000155875\"                                                                                                                                      \n",
       " [254] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_bromii|t__GCF_000209875\"                                                                                                                                   \n",
       " [255] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_rectale|t__Eubacterium_rectale_unclassified\"                                                                                                                  \n",
       " [256] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Phascolarctobacterium|s__Phascolarctobacterium_succinatutens|t__GCF_000188175\"                                                                                                  \n",
       " [257] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_ramulus|t__GCF_000469345\"                                                                                                                                     \n",
       " [258] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__Faecalibacterium_prausnitzii_unclassified\"                                                                                          \n",
       " [259] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_hallii|t__GCF_000173975\"                                                                                                                                      \n",
       " [260] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_vulgatus|t__Bacteroides_vulgatus_unclassified\"                                                                                                            \n",
       " [261] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_sp_5_1_39BFAA|t__GCF_000159975\"                                                                                                                            \n",
       " [262] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000162015\"                                                                                                                      \n",
       " [263] \"k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales|f__Verrucomicrobiaceae|g__Akkermansia|s__Akkermansia_muciniphila|t__GCF_000020225\"                                                                                                            \n",
       " [264] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_uniformis|t__Bacteroides_uniformis_unclassified\"                                                                                                          \n",
       " [265] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_ovatus|t__Bacteroides_ovatus_unclassified\"                                                                                                                \n",
       " [266] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_leptum|t__GCF_000154345\"                                                                                                                                      \n",
       " [267] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_hadrus|t__GCF_000332875\"                                                                                                                                   \n",
       " [268] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_obeum|t__GCF_000153905\"                                                                                                                                         \n",
       " [269] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_shahii|t__GCF_000210575\"                                                                                                                                       \n",
       " [270] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia|s__Roseburia_hominis|t__GCF_000225345\"                                                                                                                                        \n",
       " [271] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_5_1_63FAA|t__GCF_000185525\"                                                                                                         \n",
       " [272] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_lactaris|t__Ruminococcus_lactaris_unclassified\"                                                                                                            \n",
       " [273] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_champanellensis|t__GCF_000210095\"                                                                                                                          \n",
       " [274] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_obeum|t__Ruminococcus_obeum_unclassified\"                                                                                                                       \n",
       " [275] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_merdae|t__Parabacteroides_merdae_unclassified\"                                                                                                \n",
       " [276] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_L2_50|t__GCF_000154245\"                                                                                                                                    \n",
       " [277] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_ventriosum|t__GCF_000153885\"                                                                                                                                  \n",
       " [278] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus|s__Coprococcus_catus|t__GCF_000210555\"                                                                                                                                      \n",
       " [279] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_eligens|t__GCF_000146185\"                                                                                                                                     \n",
       " [280] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000166035\"                                                                                                                      \n",
       " [281] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_caccae|t__Bacteroides_caccae_unclassified\"                                                                                                                \n",
       " [282] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_torques|t__Ruminococcus_torques_unclassified\"                                                                                                                   \n",
       " [283] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_faecis|t__GCF_000226135\"                                                                                                                                  \n",
       " [284] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname|g__Bacteroidales_noname|s__Bacteroidales_bacterium_ph8|t__GCF_000311925\"                                                                                                          \n",
       " [285] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_8_1_57FAA|t__GCF_000185545\"                                                                                                         \n",
       " [286] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea|s__Dorea_longicatena|t__GCF_000154065\"                                                                                                                                            \n",
       " [287] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiales_noname|g__Burkholderiales_noname|s__Burkholderiales_bacterium_1_1_47|t__GCF_000144975\"                                                                                       \n",
       " [288] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_splanchnicus|t__GCF_000190535\"                                                                                                                        \n",
       " [289] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia|s__Roseburia_inulinivorans|t__GCF_000174195\"                                                                                                                                  \n",
       " [290] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_dorei|t__Bacteroides_dorei_unclassified\"                                                                                                                  \n",
       " [291] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea|s__Dorea_formicigenerans|t__Dorea_formicigenerans_unclassified\"                                                                                                                   \n",
       " [292] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_fragilis|t__Bacteroides_fragilis_unclassified\"                                                                                                            \n",
       " [293] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_cellulosilyticus|t__Bacteroides_cellulosilyticus_unclassified\"                                                                                            \n",
       " [294] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Coprobacter|s__Coprobacter_fastidiosus|t__GCF_000473955\"                                                                                                                         \n",
       " [295] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Coriobacteriaceae_noname|s__Coriobacteriaceae_bacterium_phI|t__GCF_000311845\"                                                                                              \n",
       " [296] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Subdoligranulum|s__Subdoligranulum_sp_4_3_54A2FAA|t__GCF_000238635\"                                                                                                                     \n",
       " [297] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_thetaiotaomicron|t__Bacteroides_thetaiotaomicron_unclassified\"                                                                                            \n",
       " [298] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Adlercreutzia|s__Adlercreutzia_equolifaciens|t__GCF_000478885\"                                                                                                             \n",
       " [299] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_salivarius|t__Streptococcus_salivarius_unclassified\"                                                                                                     \n",
       " [300] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Parasutterella|s__Parasutterella_excrementihominis|t__GCF_000205025\"                                                                                                       \n",
       " [301] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_coli|t__Escherichia_coli_unclassified\"                                                                                                   \n",
       " [302] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_gnavus|t__Ruminococcus_gnavus_unclassified\"                                                                                                                     \n",
       " [303] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_bartlettii|t__GCF_000154445\"                                                                                                          \n",
       " [304] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_filiformis|t__GCF_000157995\"                                                                                                                    \n",
       " [305] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila|s__Bilophila_wadsworthia|t__GCF_000185705\"                                                                                                              \n",
       " [306] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_2_1_58FAA|t__GCF_000218465\"                                                                                                         \n",
       " [307] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Clostridiales_noname|s__Clostridiales_bacterium_1_7_47FAA|t__GCF_000155435\"                                                                                                        \n",
       " [308] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_7_1_58FAA|t__GCF_000242155\"                                                                                                         \n",
       " [309] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia|s__Rothia_mucilaginosa|t__Rothia_mucilaginosa_unclassified\"                                                                                                             \n",
       " [310] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_callidus|t__GCF_000468015\"                                                                                                                                 \n",
       " [311] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_hathewayi|t__Clostridium_hathewayi_unclassified\"                                                                                                              \n",
       " [312] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Solobacterium|s__Solobacterium_moorei|t__GCF_000186945\"                                                                                                                  \n",
       " [313] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Veillonella|s__Veillonella_atypica|t__Veillonella_atypica_unclassified\"                                                                                                            \n",
       " [314] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_3_1_46FAA|t__GCF_000209405\"                                                                                                         \n",
       " [315] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_asparagiforme|t__GCF_000158075\"                                                                                                                               \n",
       " [316] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_3_1_57FAA_CT1|t__GCF_000218405\"                                                                                                     \n",
       " [317] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_bolteae|t__Clostridium_bolteae_unclassified\"                                                                                                                  \n",
       " [318] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_1_1_57FAA|t__GCF_000218445\"                                                                                                         \n",
       " [319] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_animalis|t__Bifidobacterium_animalis_unclassified\"                                                                                    \n",
       " [320] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Pediococcus|s__Pediococcus_acidilactici|t__Pediococcus_acidilactici_unclassified\"                                                                                                       \n",
       " [321] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sanguinis|t__Streptococcus_sanguinis_unclassified\"                                                                                                       \n",
       " [322] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Pseudoflavonifractor|s__Pseudoflavonifractor_capillosus|t__GCF_000169255\"                                                                                                          \n",
       " [323] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_parainfluenzae|t__Haemophilus_parainfluenzae_unclassified\"                                                                                     \n",
       " [324] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Veillonella|s__Veillonella_parvula|t__Veillonella_parvula_unclassified\"                                                                                                            \n",
       " [325] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Gordonibacter|s__Gordonibacter_pamelaeae|t__GCF_000210055\"                                                                                                                 \n",
       " [326] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_scindens|t__GCF_000154505\"                                                                                                                                    \n",
       " [327] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_anginosus|t__Streptococcus_anginosus_unclassified\"                                                                                                       \n",
       " [328] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Blautia_hydrogenotrophica|t__GCF_000157975\"                                                                                                                                  \n",
       " [329] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_bivia|t__Prevotella_bivia_unclassified\"                                                                                                                     \n",
       " [330] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacteriaceae_noname|s__Enterobacteriaceae_bacterium_9_2_54FAA|t__GCF_000185685\"                                                                               \n",
       " [331] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parasanguinis|t__Streptococcus_parasanguinis_unclassified\"                                                                                               \n",
       " [332] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Erysipelotrichaceae_bacterium_6_1_45|t__GCF_000242175\"                                                                                     \n",
       " [333] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_graevenitzii|t__Actinomyces_graevenitzii_unclassified\"                                                                                            \n",
       " [334] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname|g__Gemella|s__Gemella_sanguinis|t__GCF_000204335\"                                                                                                                                              \n",
       " [335] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_desulfuricans|t__Desulfovibrio_desulfuricans_unclassified\"                                                                         \n",
       " [336] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_albus|t__Ruminococcus_albus_unclassified\"                                                                                                                  \n",
       " [337] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_5_1_57FAA|t__GCF_000218425\"                                                                                                         \n",
       " [338] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_flavefaciens|t__Ruminococcus_flavefaciens_unclassified\"                                                                                                    \n",
       " [339] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_disiens|t__Prevotella_disiens_unclassified\"                                                                                                                 \n",
       " [340] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcaceae_noname|s__Ruminococcaceae_bacterium_D16|t__GCF_000177015\"                                                                                                               \n",
       " [341] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_vestibularis|t__Streptococcus_vestibularis_unclassified\"                                                                                                 \n",
       " [342] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis|g__Clostridiales_Family_XIII_Incertae_Sedis_noname|s__Eubacterium_infirmum|t__GCF_000242675\"                                                                      \n",
       " [343] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Erysipelotrichaceae_bacterium_21_3|t__GCF_000242195\"                                                                                       \n",
       " [344] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_odontolyticus|t__Actinomyces_odontolyticus_unclassified\"                                                                                          \n",
       " [345] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Subdoligranulum|s__Subdoligranulum_variabile|t__GCF_000157955\"                                                                                                                          \n",
       " [346] \"k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname|g__Candidatus_Saccharibacteria_noname|s__candidate_division_TM7_single_cell_isolate_TM7c|t__GCF_000170675\"\n",
       " [347] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_adolescentis|t__Bifidobacterium_adolescentis_unclassified\"                                                                            \n",
       " [348] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_lenta|t__GCF_000024265\"                                                                                                                         \n",
       " [349] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_4_1_37FAA|t__GCF_000191805\"                                                                                                         \n",
       " [350] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Lactococcus|s__Lactococcus_lactis|t__Lactococcus_lactis_unclassified\"                                                                                                                   \n",
       " [351] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcus|s__Peptostreptococcus_anaerobius|t__Peptostreptococcus_anaerobius_unclassified\"                                                                                \n",
       " [352] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_intermedius|t__Streptococcus_intermedius_unclassified\"                                                                                                   \n",
       " [353] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_citroniae|t__GCF_000233455\"                                                                                                                                   \n",
       " [354] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Flavonifractor|s__Flavonifractor_plautii|t__GCF_000239295\"                                                                                                                         \n",
       " [355] \"k__Archaea\"                                                                                                                                                                                                                                                            \n",
       " [356] \"k__Eukaryota\"                                                                                                                                                                                                                                                          \n",
       " [357] \"k__Archaea|p__Euryarchaeota\"                                                                                                                                                                                                                                           \n",
       " [358] \"k__Eukaryota|p__Ascomycota\"                                                                                                                                                                                                                                            \n",
       " [359] \"k__Archaea|p__Euryarchaeota|c__Methanobacteria\"                                                                                                                                                                                                                        \n",
       " [360] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes\"                                                                                                                                                                                                                         \n",
       " [361] \"k__Bacteria|p__Bacteroidetes|c__Flavobacteriia\"                                                                                                                                                                                                                        \n",
       " [362] \"k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales\"                                                                                                                                                                                                  \n",
       " [363] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales\"                                                                                                                                                                                                    \n",
       " [364] \"k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales\"                                                                                                                                                                                                    \n",
       " [365] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname\"                                                                                                                                                                                                      \n",
       " [366] \"k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae\"                                                                                                                                                                           \n",
       " [367] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae\"                                                                                                                                                                              \n",
       " [368] \"k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae\"                                                                                                                                                                               \n",
       " [369] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae\"                                                                                                                                                                            \n",
       " [370] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Retroviridae\"                                                                                                                                                                                      \n",
       " [371] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae\"                                                                                                                                                                              \n",
       " [372] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Barnesiella\"                                                                                                                                                                     \n",
       " [373] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname\"                                                                                                                                                                 \n",
       " [374] \"k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter\"                                                                                                                                                     \n",
       " [375] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridiaceae_noname\"                                                                                                                                                                   \n",
       " [376] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Saccharomyces\"                                                                                                                                                             \n",
       " [377] \"k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Cellulophaga\"                                                                                                                                                               \n",
       " [378] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Burkholderia\"                                                                                                                                                            \n",
       " [379] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus\"                                                                                                                                                                          \n",
       " [380] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Retroviridae|g__Retroviridae_noname\"                                                                                                                                                               \n",
       " [381] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Comamonas\"                                                                                                                                                                 \n",
       " [382] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Saccharomycetaceae_unclassified\"                                                                                                                                           \n",
       " [383] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_copri\"                                                                                                                                                      \n",
       " [384] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia|s__Roseburia_intestinalis\"                                                                                                                                                    \n",
       " [385] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_massiliensis\"                                                                                                                                             \n",
       " [386] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_finegoldii\"                                                                                                                                               \n",
       " [387] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_siraeum\"                                                                                                                                                      \n",
       " [388] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Barnesiella|s__Barnesiella_intestinihominis\"                                                                                                                                     \n",
       " [389] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_thermophilus\"                                                                                                                                            \n",
       " [390] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_P680\"                                                                                                                                       \n",
       " [391] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_finegoldii\"                                                                                                                                                    \n",
       " [392] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_onderdonkii\"                                                                                                                                                   \n",
       " [393] \"k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii\"                                                                                                                       \n",
       " [394] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_aerofaciens\"                                                                                                                                    \n",
       " [395] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_indistinctus\"                                                                                                                                                  \n",
       " [396] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_1_4_56FAA\"                                                                                                                          \n",
       " [397] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_nordii\"                                                                                                                                                   \n",
       " [398] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridiaceae_noname|s__Clostridiaceae_bacterium_JC118\"                                                                                                                                 \n",
       " [399] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Eubacterium_cylindroides\"                                                                                                                  \n",
       " [400] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Saccharomyces|s__Saccharomyces_cerevisiae\"                                                                                                                                 \n",
       " [401] \"k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_unclassified\"                                                                                                                  \n",
       " [402] \"k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Cellulophaga|s__Cellulophaga_unclassified\"                                                                                                                                  \n",
       " [403] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Burkholderia|s__Burkholderia_unclassified\"                                                                                                                               \n",
       " [404] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_delbrueckii\"                                                                                                                                             \n",
       " [405] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Retroviridae|g__Retroviridae_noname|s__Avian_endogenous_retrovirus_EAV_HP\"                                                                                                                         \n",
       " [406] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Anaerotruncus|s__Anaerotruncus_colihominis\"                                                                                                                                             \n",
       " [407] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_distasonis\"                                                                                                                                   \n",
       " [408] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea|s__Dorea_unclassified\"                                                                                                                                                            \n",
       " [409] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Comamonas|s__Comamonas_unclassified\"                                                                                                                                       \n",
       " [410] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_mitis_oralis_pneumoniae\"                                                                                                                                 \n",
       " [411] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_xylanisolvens\"                                                                                                                                            \n",
       " [412] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_nexile\"                                                                                                                                                       \n",
       " [413] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_copri|t__GCF_000157935\"                                                                                                                                     \n",
       " [414] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia|s__Roseburia_intestinalis|t__Roseburia_intestinalis_unclassified\"                                                                                                             \n",
       " [415] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_massiliensis|t__Bacteroides_massiliensis_unclassified\"                                                                                                    \n",
       " [416] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_torques|t__GCF_000210035\"                                                                                                                                       \n",
       " [417] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_bolteae|t__GCF_000154365\"                                                                                                                                     \n",
       " [418] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_finegoldii|t__Bacteroides_finegoldii_unclassified\"                                                                                                        \n",
       " [419] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_siraeum|t__Eubacterium_siraeum_unclassified\"                                                                                                                  \n",
       " [420] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Barnesiella|s__Barnesiella_intestinihominis|t__GCF_000296465\"                                                                                                                    \n",
       " [421] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_thermophilus|t__Streptococcus_thermophilus_unclassified\"                                                                                                 \n",
       " [422] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_P680|t__PRJNA213080\"                                                                                                                        \n",
       " [423] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_finegoldii|t__GCF_000265365\"                                                                                                                                   \n",
       " [424] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_onderdonkii|t__GCF_000374505\"                                                                                                                                  \n",
       " [425] \"k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii|t__Methanobrevibacter_smithii_unclassified\"                                                                            \n",
       " [426] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_aerofaciens|t__GCF_000169035\"                                                                                                                   \n",
       " [427] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_indistinctus|t__GCF_000231275\"                                                                                                                                 \n",
       " [428] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_1_4_56FAA|t__GCF_000218385\"                                                                                                         \n",
       " [429] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_nordii|t__GCF_000273175\"                                                                                                                                  \n",
       " [430] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridiaceae_noname|s__Clostridiaceae_bacterium_JC118|t__GCF_000313565\"                                                                                                                \n",
       " [431] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Eubacterium_cylindroides|t__GCF_000469305\"                                                                                                 \n",
       " [432] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Saccharomyces|s__Saccharomyces_cerevisiae|t__GCA_000146045\"                                                                                                                \n",
       " [433] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_delbrueckii|t__Lactobacillus_delbrueckii_unclassified\"                                                                                                   \n",
       " [434] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Retroviridae|g__Retroviridae_noname|s__Avian_endogenous_retrovirus_EAV_HP|t__PRJNA15213\"                                                                                                           \n",
       " [435] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Anaerotruncus|s__Anaerotruncus_colihominis|t__GCF_000154565\"                                                                                                                            \n",
       " [436] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_distasonis|t__Parabacteroides_distasonis_unclassified\"                                                                                        \n",
       " [437] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_mitis_oralis_pneumoniae|t__Streptococcus_mitis_oralis_pneumoniae_unclassified\"                                                                           \n",
       " [438] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_xylanisolvens|t__Bacteroides_xylanisolvens_unclassified\"                                                                                                  \n",
       " [439] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_nexile|t__GCF_000156035\"                                                                                                                                      \n",
       " [440] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales\"                                                                                                                                                                                               \n",
       " [441] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae\"                                                                                                                                                                           \n",
       " [442] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae\"                                                                                                                                                                            \n",
       " [443] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae\"                                                                                                                                                                                            \n",
       " [444] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae\"                                                                                                                                                                                           \n",
       " [445] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermatophilaceae\"                                                                                                                                                                                \n",
       " [446] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister\"                                                                                                                                                                         \n",
       " [447] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Sutterella\"                                                                                                                                                                \n",
       " [448] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Acidaminococcus\"                                                                                                                                                                \n",
       " [449] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas\"                                                                                                                                                            \n",
       " [450] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium\"                                                                                                                                                       \n",
       " [451] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus\"                                                                                                                                                                            \n",
       " [452] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera\"                                                                                                                                                                       \n",
       " [453] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc\"                                                                                                                                                                            \n",
       " [454] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermatophilaceae|g__Dermatophilaceae_unclassified\"                                                                                                                                               \n",
       " [455] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium\"                                                                                                                                                                 \n",
       " [456] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Mitsuokella\"                                                                                                                                                                       \n",
       " [457] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Enterorhabdus\"                                                                                                                                                             \n",
       " [458] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Coprobacillus\"                                                                                                                                                           \n",
       " [459] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter\"                                                                                                                                                       \n",
       " [460] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus\"                                                                                                                                                    \n",
       " [461] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Bacteroides_phage_B124_14\"                                                                                                                                    \n",
       " [462] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_bifidum\"                                                                                                                              \n",
       " [463] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Sutterella|s__Sutterella_wadsworthensis\"                                                                                                                                   \n",
       " [464] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_angulatum\"                                                                                                                            \n",
       " [465] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Acidaminococcus|s__Acidaminococcus_fermentans\"                                                                                                                                  \n",
       " [466] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_intestinalis\"                                                                                                                                             \n",
       " [467] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_fragi\"                                                                                                                                       \n",
       " [468] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_freudenreichii\"                                                                                                                   \n",
       " [469] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Peptostreptococcaceae_noname_unclassified\"                                                                                                        \n",
       " [470] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_936_sensu_lato\"                                                                                                                             \n",
       " [471] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_australis\"                                                                                                                                               \n",
       " [472] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_unclassified\"                                                                                                                                \n",
       " [473] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Acidaminococcus|s__Acidaminococcus_intestini\"                                                                                                                                   \n",
       " [474] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_faecalis\"                                                                                                                                                   \n",
       " [475] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_goldsteinii\"                                                                                                                                  \n",
       " [476] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_unclassified\"                                                                                                                                           \n",
       " [477] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_acnes\"                                                                                                                            \n",
       " [478] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum\"                                                                                                                                                    \n",
       " [479] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_limosum\"                                                                                                                                                      \n",
       " [480] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_mesenteroides\"                                                                                                                                               \n",
       " [481] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_pseudocatenulatum\"                                                                                                                    \n",
       " [482] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Lactococcus|s__Lactococcus_raffinolactis\"                                                                                                                                               \n",
       " [483] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Eubacterium_dolichum\"                                                                                                                      \n",
       " [484] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Erysipelotrichaceae_bacterium_2_2_44A\"                                                                                                     \n",
       " [485] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_parvulum\"                                                                                                                                           \n",
       " [486] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_infantis\"                                                                                                                                                \n",
       " [487] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_massiliensis\"                                                                                                                                     \n",
       " [488] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Clostridium_innocuum\"                                                                                                                      \n",
       " [489] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Mitsuokella|s__Mitsuokella_unclassified\"                                                                                                                                           \n",
       " [490] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_brachy\"                                                                                                                                                       \n",
       " [491] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Enterorhabdus|s__Enterorhabdus_caecimuris\"                                                                                                                                 \n",
       " [492] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_oris\"                                                                                                                                             \n",
       " [493] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_rimae\"                                                                                                                                              \n",
       " [494] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella|s__Olsenella_uli\"                                                                                                                                                \n",
       " [495] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Granulicatella|s__Granulicatella_adiacens\"                                                                                                                                             \n",
       " [496] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_gordonii\"                                                                                                                                                \n",
       " [497] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_senegalensis\"                                                                                                                                                  \n",
       " [498] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname|g__Gemella|s__Gemella_unclassified\"                                                                                                                                                            \n",
       " [499] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Veillonella|s__Veillonella_dispar\"                                                                                                                                                 \n",
       " [500] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_constellatus\"                                                                                                                                            \n",
       " [501] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Coprobacillus|s__Coprobacillus_unclassified\"                                                                                                                             \n",
       " [502] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia|s__Rothia_unclassified\"                                                                                                                                                 \n",
       " [503] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_mutans\"                                                                                                                                                  \n",
       " [504] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia|s__Rothia_dentocariosa\"                                                                                                                                                 \n",
       " [505] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_aerogenes\"                                                                                                                             \n",
       " [506] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_lactis\"                                                                                                                                                      \n",
       " [507] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_viscosus\"                                                                                                                                         \n",
       " [508] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_johnsonii\"                                                                                                                                    \n",
       " [509] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_stercorea\"                                                                                                                                                  \n",
       " [510] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055\"                                                                                                                                   \n",
       " [511] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Bacteroides_phage_B124_14|t__PRJNA82753\"                                                                                                                      \n",
       " [512] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_bifidum|t__Bifidobacterium_bifidum_unclassified\"                                                                                      \n",
       " [513] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Sutterella|s__Sutterella_wadsworthensis|t__GCF_000297775\"                                                                                                                  \n",
       " [514] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000210735\"                                                                                                                      \n",
       " [515] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_angulatum|t__GCF_000156635\"                                                                                                           \n",
       " [516] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Ruminococcus_obeum|t__GCF_000210015\"                                                                                                                                         \n",
       " [517] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Acidaminococcus|s__Acidaminococcus_fermentans|t__GCF_000025305\"                                                                                                                 \n",
       " [518] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_intestinalis|t__GCF_000172175\"                                                                                                                            \n",
       " [519] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_fragi|t__Pseudomonas_fragi_unclassified\"                                                                                                     \n",
       " [520] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_freudenreichii|t__GCF_000091725\"                                                                                                  \n",
       " [521] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_936_sensu_lato|t__PRJNA17737\"                                                                                                               \n",
       " [522] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_australis|t__Streptococcus_australis_unclassified\"                                                                                                       \n",
       " [523] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Acidaminococcus|s__Acidaminococcus_intestini|t__GCF_000230275\"                                                                                                                  \n",
       " [524] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_faecalis|t__Enterococcus_faecalis_unclassified\"                                                                                                             \n",
       " [525] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_goldsteinii|t__Parabacteroides_goldsteinii_unclassified\"                                                                                      \n",
       " [526] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_acnes|t__Propionibacterium_acnes_unclassified\"                                                                                    \n",
       " [527] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified\"                                                                                                              \n",
       " [528] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_limosum|t__GCF_000152245\"                                                                                                                                     \n",
       " [529] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_mesenteroides|t__Leuconostoc_mesenteroides_unclassified\"                                                                                                     \n",
       " [530] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_pseudocatenulatum|t__GCF_000173435\"                                                                                                   \n",
       " [531] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Lactococcus|s__Lactococcus_raffinolactis|t__GCF_000327305\"                                                                                                                              \n",
       " [532] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Eubacterium_dolichum|t__GCF_000154285\"                                                                                                     \n",
       " [533] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Erysipelotrichaceae_bacterium_2_2_44A|t__GCF_000225685\"                                                                                    \n",
       " [534] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_parvulum|t__GCF_000024225\"                                                                                                                          \n",
       " [535] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_infantis|t__Streptococcus_infantis_unclassified\"                                                                                                         \n",
       " [536] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_massiliensis|t__Actinomyces_massiliensis_unclassified\"                                                                                            \n",
       " [537] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Clostridium_innocuum|t__GCF_000371425\"                                                                                                     \n",
       " [538] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_brachy|t__GCF_000488855\"                                                                                                                                      \n",
       " [539] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Enterorhabdus|s__Enterorhabdus_caecimuris|t__GCF_000403355\"                                                                                                                \n",
       " [540] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_oris|t__GCF_000180155\"                                                                                                                            \n",
       " [541] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_rimae|t__GCF_000174015\"                                                                                                                             \n",
       " [542] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella|s__Olsenella_uli|t__GCF_000143845\"                                                                                                                               \n",
       " [543] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Granulicatella|s__Granulicatella_adiacens|t__GCF_000160675\"                                                                                                                            \n",
       " [544] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_gordonii|t__GCF_000017005\"                                                                                                                               \n",
       " [545] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_senegalensis|t__GCF_000312145\"                                                                                                                                 \n",
       " [546] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Veillonella|s__Veillonella_dispar|t__GCF_000160015\"                                                                                                                                \n",
       " [547] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_constellatus|t__Streptococcus_constellatus_unclassified\"                                                                                                 \n",
       " [548] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_mutans|t__Streptococcus_mutans_unclassified\"                                                                                                             \n",
       " [549] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia|s__Rothia_dentocariosa|t__Rothia_dentocariosa_unclassified\"                                                                                                             \n",
       " [550] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_aerogenes|t__Enterobacter_aerogenes_unclassified\"                                                                                      \n",
       " [551] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_lactis|t__Leuconostoc_lactis_unclassified\"                                                                                                                   \n",
       " [552] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_viscosus|t__GCF_000175315\"                                                                                                                        \n",
       " [553] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_johnsonii|t__Parabacteroides_johnsonii_unclassified\"                                                                                          \n",
       " [554] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_stercorea|t__GCF_000235885\"                                                                                                                                 \n",
       " [555] \"k__Bacteria|p__Fusobacteria\"                                                                                                                                                                                                                                           \n",
       " [556] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia\"                                                                                                                                                                                                                          \n",
       " [557] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales\"                                                                                                                                                                                                       \n",
       " [558] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae\"                                                                                                                                                                                   \n",
       " [559] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium\"                                                                                                                                                                  \n",
       " [560] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Turicibacter\"                                                                                                                                                            \n",
       " [561] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Anaerococcus\"                                                                                                                                                    \n",
       " [562] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Aggregatibacter\"                                                                                                                                                          \n",
       " [563] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Sutterellaceae_unclassified\"                                                                                                                                               \n",
       " [564] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Peptoniphilus\"                                                                                                                                                   \n",
       " [565] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Acidaminococcaceae_unclassified\"                                                                                                                                                \n",
       " [566] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_clarus\"                                                                                                                                                   \n",
       " [567] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_agalactiae\"                                                                                                                                              \n",
       " [568] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcus|s__Peptostreptococcus_stomatis\"                                                                                                                                \n",
       " [569] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_unclassified\"                                                                                                                                 \n",
       " [570] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Butyrivibrio|s__Butyrivibrio_crossotus\"                                                                                                                                                 \n",
       " [571] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_necrophorum\"                                                                                                                                     \n",
       " [572] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_intermedia\"                                                                                                                                                 \n",
       " [573] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname|g__Gemella|s__Gemella_morbillorum\"                                                                                                                                                             \n",
       " [574] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Parvimonas|s__Parvimonas_micra\"                                                                                                                                  \n",
       " [575] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Anaerococcus|s__Anaerococcus_vaginalis\"                                                                                                                          \n",
       " [576] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Turicibacter|s__Turicibacter_unclassified\"                                                                                                                               \n",
       " [577] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_nucleatum\"                                                                                                                                       \n",
       " [578] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Turicibacter|s__Turicibacter_sanguinis\"                                                                                                                                  \n",
       " [579] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Aggregatibacter|s__Aggregatibacter_segnis\"                                                                                                                                \n",
       " [580] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Peptoniphilus|s__Peptoniphilus_harei\"                                                                                                                            \n",
       " [581] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_pittmaniae\"                                                                                                                                    \n",
       " [582] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Acidaminococcus|s__Acidaminococcus_unclassified\"                                                                                                                                \n",
       " [583] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_tigurinus\"                                                                                                                                               \n",
       " [584] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Aggregatibacter|s__Aggregatibacter_unclassified\"                                                                                                                          \n",
       " [585] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_clarus|t__GCF_000195615\"                                                                                                                                  \n",
       " [586] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_agalactiae|t__Streptococcus_agalactiae_unclassified\"                                                                                                     \n",
       " [587] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_uniformis|t__GCF_000154205\"                                                                                                                               \n",
       " [588] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcus|s__Peptostreptococcus_stomatis|t__GCF_000147675\"                                                                                                               \n",
       " [589] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Butyrivibrio|s__Butyrivibrio_crossotus|t__GCF_000156015\"                                                                                                                                \n",
       " [590] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_necrophorum|t__Fusobacterium_necrophorum_unclassified\"                                                                                           \n",
       " [591] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_intermedia|t__GCF_000261025\"                                                                                                                                \n",
       " [592] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname|g__Gemella|s__Gemella_morbillorum|t__GCF_000185645\"                                                                                                                                            \n",
       " [593] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Parvimonas|s__Parvimonas_micra|t__GCF_000154405\"                                                                                                                 \n",
       " [594] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Anaerococcus|s__Anaerococcus_vaginalis|t__GCF_000163295\"                                                                                                         \n",
       " [595] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_nucleatum|t__Fusobacterium_nucleatum_unclassified\"                                                                                               \n",
       " [596] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Turicibacter|s__Turicibacter_sanguinis|t__GCF_000178255\"                                                                                                                 \n",
       " [597] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Aggregatibacter|s__Aggregatibacter_segnis|t__GCF_000185305\"                                                                                                               \n",
       " [598] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Peptoniphilus|s__Peptoniphilus_harei|t__GCF_000183565\"                                                                                                           \n",
       " [599] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_pittmaniae|t__GCF_000223275\"                                                                                                                   \n",
       " [600] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_tigurinus|t__Streptococcus_tigurinus_unclassified\"                                                                                                       \n",
       " [601] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Oxalobacteraceae\"                                                                                                                                                                            \n",
       " [602] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae\"                                                                                                                                                                               \n",
       " [603] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae\"                                                                                                                                                                              \n",
       " [604] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Paraprevotella\"                                                                                                                                                                      \n",
       " [605] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Parascardovia\"                                                                                                                                                           \n",
       " [606] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacteriaceae_unclassified\"                                                                                                                                       \n",
       " [607] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Oxalobacteraceae|g__Oxalobacter\"                                                                                                                                                             \n",
       " [608] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Scardovia\"                                                                                                                                                               \n",
       " [609] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomycetaceae_unclassified\"                                                                                                                                             \n",
       " [610] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium\"                                                                                                                                                           \n",
       " [611] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Butyricimonas\"                                                                                                                                                                   \n",
       " [612] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_eggerthii\"                                                                                                                                                \n",
       " [613] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Paraprevotella|s__Paraprevotella_unclassified\"                                                                                                                                       \n",
       " [614] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_fluxus\"                                                                                                                                                   \n",
       " [615] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_phi7\"                                                                                                                                       \n",
       " [616] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_breve\"                                                                                                                                \n",
       " [617] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Paraprevotella|s__Paraprevotella_clara\"                                                                                                                                              \n",
       " [618] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter|s__Oscillibacter_sp_KLE_1745\"                                                                                                                                            \n",
       " [619] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Paraprevotella|s__Paraprevotella_xylaniphila\"                                                                                                                                        \n",
       " [620] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_sp_JC304\"                                                                                                                                                  \n",
       " [621] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_piger\"                                                                                                                             \n",
       " [622] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_pseudomesenteroides\"                                                                                                                                         \n",
       " [623] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Clostridium_ramosum\"                                                                                                                       \n",
       " [624] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_lutetiensis\"                                                                                                                                             \n",
       " [625] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_dentium\"                                                                                                                              \n",
       " [626] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_celatum\"                                                                                                                                                      \n",
       " [627] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_glycolicum\"                                                                                                                           \n",
       " [628] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_gasseri\"                                                                                                                                                 \n",
       " [629] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_cristatus\"                                                                                                                                               \n",
       " [630] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_casei_paracasei\"                                                                                                                                         \n",
       " [631] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Parascardovia|s__Parascardovia_denticolens\"                                                                                                                              \n",
       " [632] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_sakei\"                                                                                                                                                   \n",
       " [633] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Oxalobacteraceae|g__Oxalobacter|s__Oxalobacter_formigenes\"                                                                                                                                   \n",
       " [634] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_vaginalis\"                                                                                                                                               \n",
       " [635] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Scardovia|s__Scardovia_wiggsiae\"                                                                                                                                         \n",
       " [636] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_durum\"                                                                                                                                  \n",
       " [637] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Butyricimonas|s__Butyricimonas_synergistica\"                                                                                                                                     \n",
       " [638] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_oligofermentans\"                                                                                                                                         \n",
       " [639] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_johnsonii\"                                                                                                                                        \n",
       " [640] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_oris\"                                                                                                                                                    \n",
       " [641] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_9_1_43BFAA\"                                                                                                                         \n",
       " [642] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_eggerthii|t__GCF_000155815\"                                                                                                                               \n",
       " [643] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_eggerthii|t__Bacteroides_eggerthii_unclassified\"                                                                                                          \n",
       " [644] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_fluxus|t__GCF_000195635\"                                                                                                                                  \n",
       " [645] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_phi7|t__PRJNA213073\"                                                                                                                        \n",
       " [646] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_breve|t__Bifidobacterium_breve_unclassified\"                                                                                          \n",
       " [647] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Paraprevotella|s__Paraprevotella_clara|t__GCF_000233955\"                                                                                                                             \n",
       " [648] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter|s__Oscillibacter_sp_KLE_1745|t__GCF_000469445\"                                                                                                                           \n",
       " [649] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Paraprevotella|s__Paraprevotella_xylaniphila|t__GCF_000205165\"                                                                                                                       \n",
       " [650] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_sp_JC304|t__GCF_000285855\"                                                                                                                                 \n",
       " [651] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_piger|t__GCF_000156375\"                                                                                                            \n",
       " [652] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Sutterella|s__Sutterella_wadsworthensis|t__Sutterella_wadsworthensis_unclassified\"                                                                                         \n",
       " [653] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_pseudomesenteroides|t__GCF_000297375\"                                                                                                                        \n",
       " [654] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Clostridium_ramosum|t__GCF_000154485\"                                                                                                      \n",
       " [655] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_lutetiensis|t__GCF_000441535\"                                                                                                                            \n",
       " [656] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_dentium|t__Bifidobacterium_dentium_unclassified\"                                                                                      \n",
       " [657] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_celatum|t__GCF_000320405\"                                                                                                                                     \n",
       " [658] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_glycolicum|t__GCF_000373865\"                                                                                                          \n",
       " [659] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_gasseri|t__Lactobacillus_gasseri_unclassified\"                                                                                                           \n",
       " [660] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_cristatus|t__Streptococcus_cristatus_unclassified\"                                                                                                       \n",
       " [661] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_casei_paracasei|t__Lactobacillus_casei_paracasei_unclassified\"                                                                                           \n",
       " [662] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Parascardovia|s__Parascardovia_denticolens|t__Parascardovia_denticolens_unclassified\"                                                                                    \n",
       " [663] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_sakei|t__Lactobacillus_sakei_unclassified\"                                                                                                               \n",
       " [664] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Oxalobacteraceae|g__Oxalobacter|s__Oxalobacter_formigenes|t__Oxalobacter_formigenes_unclassified\"                                                                                            \n",
       " [665] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_vaginalis|t__GCF_000159435\"                                                                                                                              \n",
       " [666] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Scardovia|s__Scardovia_wiggsiae|t__Scardovia_wiggsiae_unclassified\"                                                                                                      \n",
       " [667] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_durum|t__GCF_000318135\"                                                                                                                 \n",
       " [668] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Butyricimonas|s__Butyricimonas_synergistica|t__GCF_000379665\"                                                                                                                    \n",
       " [669] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_oligofermentans|t__GCF_000385925\"                                                                                                                        \n",
       " [670] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_johnsonii|t__Actinomyces_johnsonii_unclassified\"                                                                                                  \n",
       " [671] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_oris|t__Lactobacillus_oris_unclassified\"                                                                                                                 \n",
       " [672] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_9_1_43BFAA|t__GCF_000209445\"                                                                                                        \n",
       " [673] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae\"                                                                                                                                                                                               \n",
       " [674] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetales_noname\"                                                                                                                                                                          \n",
       " [675] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Carnobacterium\"                                                                                                                                                                        \n",
       " [676] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Hafnia\"                                                                                                                                                             \n",
       " [677] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Alloscardovia\"                                                                                                                                                           \n",
       " [678] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus\"                                                                                                                                                                             \n",
       " [679] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetales_noname|g__Tropheryma\"                                                                                                                                                            \n",
       " [680] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_plebeius\"                                                                                                                                                 \n",
       " [681] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_stercoris\"                                                                                                                                                \n",
       " [682] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus|s__Coprococcus_sp_ART55_1\"                                                                                                                                                  \n",
       " [683] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_faecium\"                                                                                                                                                    \n",
       " [684] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Streptococcus_phage_TP_778L\"                                                                                                                                  \n",
       " [685] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_jm2\"                                                                                                                                        \n",
       " [686] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_sp_AP11\"                                                                                                                                                       \n",
       " [687] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gallinarum\"                                                                                                                                                 \n",
       " [688] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia|s__Slackia_piriformis\"                                                                                                                                             \n",
       " [689] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_malodoratus\"                                                                                                                                                \n",
       " [690] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_stercoris\"                                                                                                                                      \n",
       " [691] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus\"                                                                                                                                                     \n",
       " [692] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_casei\"                                                                                                                                  \n",
       " [693] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_coprocola\"                                                                                                                                                \n",
       " [694] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_carnosum\"                                                                                                                                                    \n",
       " [695] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_catenulatum\"                                                                                                                          \n",
       " [696] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Carnobacterium|s__Carnobacterium_maltaromaticum\"                                                                                                                                       \n",
       " [697] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Hafnia|s__Hafnia_alvei\"                                                                                                                                             \n",
       " [698] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Alloscardovia|s__Alloscardovia_omnicolens\"                                                                                                                               \n",
       " [699] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_durans\"                                                                                                                                                     \n",
       " [700] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus|s__Coprococcus_eutactus\"                                                                                                                                                    \n",
       " [701] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Scardovia|s__Scardovia_inopinata\"                                                                                                                                        \n",
       " [702] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_equorum\"                                                                                                                                                   \n",
       " [703] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Pediococcus|s__Pediococcus_lolii\"                                                                                                                                                       \n",
       " [704] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_curvatus\"                                                                                                                                                \n",
       " [705] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname|g__Gemella|s__Gemella_haemolysans\"                                                                                                                                                             \n",
       " [706] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetales_noname|g__Tropheryma|s__Tropheryma_whipplei\"                                                                                                                                     \n",
       " [707] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_naeslundii\"                                                                                                                                       \n",
       " [708] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Pediococcus|s__Pediococcus_unclassified\"                                                                                                                                                \n",
       " [709] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_plebeius|t__GCF_000187895\"                                                                                                                                \n",
       " [710] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_stercoris|t__Bacteroides_stercoris_unclassified\"                                                                                                          \n",
       " [711] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus|s__Coprococcus_sp_ART55_1|t__GCF_000210595\"                                                                                                                                 \n",
       " [712] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_faecium|t__Enterococcus_faecium_unclassified\"                                                                                                               \n",
       " [713] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Streptococcus_phage_TP_778L|t__PRJNA227111\"                                                                                                                   \n",
       " [714] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_jm2|t__PRJNA213074\"                                                                                                                         \n",
       " [715] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_sp_AP11|t__GCF_000321205\"                                                                                                                                      \n",
       " [716] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gallinarum|t__GCF_000157255\"                                                                                                                                \n",
       " [717] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia|s__Slackia_piriformis|t__GCF_000296445\"                                                                                                                            \n",
       " [718] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_malodoratus|t__Enterococcus_malodoratus_unclassified\"                                                                                                       \n",
       " [719] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_stercoris|t__GCF_000156215\"                                                                                                                     \n",
       " [720] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified\"                                                                                                                 \n",
       " [721] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_casei|t__GCF_000234765\"                                                                                                                 \n",
       " [722] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_coprocola|t__GCF_000154845\"                                                                                                                               \n",
       " [723] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_carnosum|t__Leuconostoc_carnosum_unclassified\"                                                                                                               \n",
       " [724] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_catenulatum|t__GCF_000173455\"                                                                                                         \n",
       " [725] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Carnobacterium|s__Carnobacterium_maltaromaticum|t__Carnobacterium_maltaromaticum_unclassified\"                                                                                         \n",
       " [726] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Hafnia|s__Hafnia_alvei|t__GCF_000239255\"                                                                                                                            \n",
       " [727] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Alloscardovia|s__Alloscardovia_omnicolens|t__Alloscardovia_omnicolens_unclassified\"                                                                                      \n",
       " [728] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_durans|t__Enterococcus_durans_unclassified\"                                                                                                                 \n",
       " [729] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Coprococcus|s__Coprococcus_eutactus|t__GCF_000154425\"                                                                                                                                   \n",
       " [730] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Scardovia|s__Scardovia_inopinata|t__GCF_000163755\"                                                                                                                       \n",
       " [731] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_equorum|t__Staphylococcus_equorum_unclassified\"                                                                                                            \n",
       " [732] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Pediococcus|s__Pediococcus_lolii|t__GCF_000319265\"                                                                                                                                      \n",
       " [733] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_curvatus|t__GCF_000235705\"                                                                                                                               \n",
       " [734] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillales_noname|g__Gemella|s__Gemella_haemolysans|t__Gemella_haemolysans_unclassified\"                                                                                                                         \n",
       " [735] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetales_noname|g__Tropheryma|s__Tropheryma_whipplei|t__Tropheryma_whipplei_unclassified\"                                                                                                 \n",
       " [736] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_naeslundii|t__GCF_000285995\"                                                                                                                      \n",
       " [737] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae\"                                                                                                                                                                                              \n",
       " [738] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megamonas\"                                                                                                                                                                         \n",
       " [739] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Abiotrophia\"                                                                                                                                                                               \n",
       " [740] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Eubacterium_biforme\"                                                                                                                       \n",
       " [741] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megamonas|s__Megamonas_unclassified\"                                                                                                                                               \n",
       " [742] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megamonas|s__Megamonas_hypermegale\"                                                                                                                                                \n",
       " [743] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_ruminis\"                                                                                                                                                 \n",
       " [744] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megamonas|s__Megamonas_rupellensis\"                                                                                                                                                \n",
       " [745] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Abiotrophia|s__Abiotrophia_defectiva\"                                                                                                                                                      \n",
       " [746] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_salyersiae\"                                                                                                                                               \n",
       " [747] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Eubacterium_biforme|t__GCF_000156655\"                                                                                                      \n",
       " [748] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megamonas|s__Megamonas_hypermegale|t__GCF_000209975\"                                                                                                                               \n",
       " [749] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_ruminis|t__Lactobacillus_ruminis_unclassified\"                                                                                                           \n",
       " [750] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megamonas|s__Megamonas_rupellensis|t__GCF_000378365\"                                                                                                                               \n",
       " [751] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Abiotrophia|s__Abiotrophia_defectiva|t__GCF_000160075\"                                                                                                                                     \n",
       " [752] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_salyersiae|t__Bacteroides_salyersiae_unclassified\"                                                                                                        \n",
       " [753] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Actinobacillus\"                                                                                                                                                           \n",
       " [754] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Actinobacillus|s__Actinobacillus_unclassified\"                                                                                                                            \n",
       " [755] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Scardovia|s__Scardovia_unclassified\"                                                                                                                                     \n",
       " [756] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_sputorum\"                                                                                                                                      \n",
       " [757] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_sputorum|t__Haemophilus_sputorum_unclassified\"                                                                                                 \n",
       " [758] \"k__Bacteria|p__Bacteroidetes|c__Sphingobacteriia\"                                                                                                                                                                                                                      \n",
       " [759] \"k__Archaea|p__Euryarchaeota|c__Methanococci\"                                                                                                                                                                                                                           \n",
       " [760] \"k__Bacteria|p__Bacteroidetes|c__Sphingobacteriia|o__Sphingobacteriales\"                                                                                                                                                                                                \n",
       " [761] \"k__Archaea|p__Euryarchaeota|c__Methanococci|o__Methanococcales\"                                                                                                                                                                                                        \n",
       " [762] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae\"                                                                                                                                                                                                     \n",
       " [763] \"k__Bacteria|p__Bacteroidetes|c__Sphingobacteriia|o__Sphingobacteriales|f__Sphingobacteriaceae\"                                                                                                                                                                         \n",
       " [764] \"k__Archaea|p__Euryarchaeota|c__Methanococci|o__Methanococcales|f__Methanocaldococcaceae\"                                                                                                                                                                               \n",
       " [765] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Citrobacter\"                                                                                                                                                        \n",
       " [766] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Lysinibacillus\"                                                                                                                                                                                   \n",
       " [767] \"k__Bacteria|p__Bacteroidetes|c__Sphingobacteriia|o__Sphingobacteriales|f__Sphingobacteriaceae|g__Pedobacter\"                                                                                                                                                           \n",
       " [768] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas\"                                                                                                                                                                   \n",
       " [769] \"k__Archaea|p__Euryarchaeota|c__Methanococci|o__Methanococcales|f__Methanocaldococcaceae|g__Methanocaldococcaceae_unclassified\"                                                                                                                                         \n",
       " [770] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Citrobacter|s__Citrobacter_freundii\"                                                                                                                                \n",
       " [771] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_7_2_43FAA\"                                                                                                                                                 \n",
       " [772] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_bifermentans\"                                                                                                                         \n",
       " [773] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Lysinibacillus|s__Lysinibacillus_fusiformis\"                                                                                                                                                      \n",
       " [774] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Lysinibacillus|s__Lysinibacillus_unclassified\"                                                                                                                                                    \n",
       " [775] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_sordellii\"                                                                                                                            \n",
       " [776] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_perfringens\"                                                                                                                                                  \n",
       " [777] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_hylemonae\"                                                                                                                                                    \n",
       " [778] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Lysinibacillus|s__Lysinibacillus_boronitolerans\"                                                                                                                                                  \n",
       " [779] \"k__Bacteria|p__Bacteroidetes|c__Sphingobacteriia|o__Sphingobacteriales|f__Sphingobacteriaceae|g__Pedobacter|s__Pedobacter_unclassified\"                                                                                                                                \n",
       " [780] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_salivarius\"                                                                                                                                              \n",
       " [781] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_asaccharolytica\"                                                                                                                                  \n",
       " [782] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_cloacae\"                                                                                                                               \n",
       " [783] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_infantarius\"                                                                                                                                             \n",
       " [784] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Citrobacter|s__Citrobacter_freundii|t__Citrobacter_freundii_unclassified\"                                                                                           \n",
       " [785] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_ovatus|t__GCF_000273215\"                                                                                                                                  \n",
       " [786] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_7_2_43FAA|t__GCF_000158375\"                                                                                                                                \n",
       " [787] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_bifermentans|t__Clostridium_bifermentans_unclassified\"                                                                                \n",
       " [788] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Lysinibacillus|s__Lysinibacillus_fusiformis|t__Lysinibacillus_fusiformis_unclassified\"                                                                                                            \n",
       " [789] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_sordellii|t__Clostridium_sordellii_unclassified\"                                                                                      \n",
       " [790] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_perfringens|t__Clostridium_perfringens_unclassified\"                                                                                                          \n",
       " [791] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_hylemonae|t__GCF_000156515\"                                                                                                                                   \n",
       " [792] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Lysinibacillus|s__Lysinibacillus_boronitolerans|t__GCF_000286375\"                                                                                                                                 \n",
       " [793] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_salivarius|t__Lactobacillus_salivarius_unclassified\"                                                                                                     \n",
       " [794] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_asaccharolytica|t__Porphyromonas_asaccharolytica_unclassified\"                                                                                    \n",
       " [795] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_cloacae|t__Enterobacter_cloacae_unclassified\"                                                                                          \n",
       " [796] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_infantarius|t__Streptococcus_infantarius_unclassified\"                                                                                                   \n",
       " [797] \"k__Eukaryota|p__Ascomycota|c__Eurotiomycetes\"                                                                                                                                                                                                                          \n",
       " [798] \"k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales\"                                                                                                                                                                                                            \n",
       " [799] \"k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales|f__Aspergillaceae\"                                                                                                                                                                                          \n",
       " [800] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Catenibacterium\"                                                                                                                                                         \n",
       " [801] \"k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanosphaera\"                                                                                                                                                         \n",
       " [802] \"k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales|f__Aspergillaceae|g__Aspergillaceae_unclassified\"                                                                                                                                                           \n",
       " [803] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_4_3_47FAA\"                                                                                                                                             \n",
       " [804] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Catenibacterium|s__Catenibacterium_mitsuokai\"                                                                                                                            \n",
       " [805] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Pediococcus|s__Pediococcus_pentosaceus\"                                                                                                                                                 \n",
       " [806] \"k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanosphaera|s__Methanosphaera_stadtmanae\"                                                                                                                            \n",
       " [807] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_saphenum\"                                                                                                                                                     \n",
       " [808] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_4_3_47FAA|t__GCF_000158515\"                                                                                                                            \n",
       " [809] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Catenibacterium|s__Catenibacterium_mitsuokai|t__GCF_000173795\"                                                                                                           \n",
       " [810] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Pediococcus|s__Pediococcus_pentosaceus|t__Pediococcus_pentosaceus_unclassified\"                                                                                                         \n",
       " [811] \"k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanosphaera|s__Methanosphaera_stadtmanae|t__GCF_000012545\"                                                                                                           \n",
       " [812] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_saphenum|t__GCF_000161975\"                                                                                                                                    \n",
       " [813] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_pseudomesenteroides|t__Leuconostoc_pseudomesenteroides_unclassified\"                                                                                         \n",
       " [814] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Lautropia\"                                                                                                                                                               \n",
       " [815] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Gardnerella\"                                                                                                                                                             \n",
       " [816] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Oribacterium\"                                                                                                                                                                           \n",
       " [817] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Acidaminococcus|s__Acidaminococcus_sp_D21\"                                                                                                                                      \n",
       " [818] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_fermentum\"                                                                                                                                               \n",
       " [819] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_clostridioforme\"                                                                                                                                              \n",
       " [820] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_mucosae\"                                                                                                                                                 \n",
       " [821] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Lautropia|s__Lautropia_mirabilis\"                                                                                                                                        \n",
       " [822] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_gingivalis\"                                                                                                                                       \n",
       " [823] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Gardnerella|s__Gardnerella_vaginalis\"                                                                                                                                    \n",
       " [824] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Oribacterium|s__Oribacterium_sinus\"                                                                                                                                                     \n",
       " [825] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Acidaminococcus|s__Acidaminococcus_sp_D21|t__GCF_000174215\"                                                                                                                     \n",
       " [826] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_fermentum|t__Lactobacillus_fermentum_unclassified\"                                                                                                       \n",
       " [827] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_clostridioforme|t__Clostridium_clostridioforme_unclassified\"                                                                                                  \n",
       " [828] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_mucosae|t__GCF_000248095\"                                                                                                                                \n",
       " [829] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Lautropia|s__Lautropia_mirabilis|t__GCF_000186425\"                                                                                                                       \n",
       " [830] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_gingivalis|t__Porphyromonas_gingivalis_unclassified\"                                                                                              \n",
       " [831] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Gardnerella|s__Gardnerella_vaginalis|t__Gardnerella_vaginalis_unclassified\"                                                                                              \n",
       " [832] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Oribacterium|s__Oribacterium_sinus|t__GCF_000160635\"                                                                                                                                    \n",
       " [833] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae\"                                                                                                                                                                              \n",
       " [834] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Butyricicoccus\"                                                                                                                                                                          \n",
       " [835] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Anaerofustis\"                                                                                                                                                                            \n",
       " [836] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter\"                                                                                                                                                             \n",
       " [837] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_KLE_1755\"                                                                                                                                                  \n",
       " [838] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_tanakaei\"                                                                                                                                       \n",
       " [839] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Butyricicoccus|s__Butyricicoccus_pullicaecorum\"                                                                                                                                          \n",
       " [840] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_rhamnosus\"                                                                                                                                               \n",
       " [841] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Anaerofustis|s__Anaerofustis_stercorihominis\"                                                                                                                                            \n",
       " [842] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_johnsonii\"                                                                                                                                  \n",
       " [843] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_bolteae|t__GCF_000371665\"                                                                                                                                     \n",
       " [844] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_KLE_1755|t__GCF_000466465\"                                                                                                                                 \n",
       " [845] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_clostridioforme|t__GCF_000371525\"                                                                                                                             \n",
       " [846] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_tanakaei|t__GCF_000225705\"                                                                                                                      \n",
       " [847] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Butyricicoccus|s__Butyricicoccus_pullicaecorum|t__GCF_000398925\"                                                                                                                         \n",
       " [848] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_rhamnosus|t__Lactobacillus_rhamnosus_unclassified\"                                                                                                       \n",
       " [849] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Anaerofustis|s__Anaerofustis_stercorihominis|t__GCF_000154825\"                                                                                                                           \n",
       " [850] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_johnsonii|t__Acinetobacter_johnsonii_unclassified\"                                                                                          \n",
       " [851] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_succinatiphilus\"                                                                                                                                            \n",
       " [852] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_succinatiphilus|t__GCF_000242435\"                                                                                                                           \n",
       " [853] \"k__Bacteria|p__Deinococcus_Thermus\"                                                                                                                                                                                                                                    \n",
       " [854] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria\"                                                                                                                                                                                                                \n",
       " [855] \"k__Bacteria|p__Deinococcus_Thermus|c__Deinococci\"                                                                                                                                                                                                                      \n",
       " [856] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales\"                                                                                                                                                                                           \n",
       " [857] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales\"                                                                                                                                                                                               \n",
       " [858] \"k__Bacteria|p__Deinococcus_Thermus|c__Deinococci|o__Deinococcales\"                                                                                                                                                                                                     \n",
       " [859] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae\"                                                                                                                                                                      \n",
       " [860] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Sinobacteraceae\"                                                                                                                                                                            \n",
       " [861] \"k__Bacteria|p__Deinococcus_Thermus|c__Deinococci|o__Deinococcales|f__Deinococcaceae\"                                                                                                                                                                                   \n",
       " [862] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Pantoea\"                                                                                                                                                            \n",
       " [863] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter\"                                                                                                                                                      \n",
       " [864] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Sinobacteraceae|g__Sinobacteraceae_unclassified\"                                                                                                                                            \n",
       " [865] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Finegoldia\"                                                                                                                                                      \n",
       " [866] \"k__Bacteria|p__Deinococcus_Thermus|c__Deinococci|o__Deinococcales|f__Deinococcaceae|g__Deinococcus\"                                                                                                                                                                    \n",
       " [867] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_aeruginosa\"                                                                                                                                  \n",
       " [868] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Coprobacillus|s__Coprobacillus_sp_D6\"                                                                                                                                    \n",
       " [869] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Coprobacillus|s__Coprobacillus_sp_29_1\"                                                                                                                                  \n",
       " [870] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Pantoea|s__Pantoea_unclassified\"                                                                                                                                    \n",
       " [871] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_turicensis\"                                                                                                                                       \n",
       " [872] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_pullorum\"                                                                                                                             \n",
       " [873] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Mitsuokella|s__Mitsuokella_multacida\"                                                                                                                                              \n",
       " [874] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Finegoldia|s__Finegoldia_magna\"                                                                                                                                  \n",
       " [875] \"k__Bacteria|p__Deinococcus_Thermus|c__Deinococci|o__Deinococcales|f__Deinococcaceae|g__Deinococcus|s__Deinococcus_unclassified\"                                                                                                                                        \n",
       " [876] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_timonensis\"                                                                                                                                                 \n",
       " [877] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_aeruginosa|t__Pseudomonas_aeruginosa_unclassified\"                                                                                           \n",
       " [878] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Coprobacillus|s__Coprobacillus_sp_D6|t__GCF_000269565\"                                                                                                                   \n",
       " [879] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Coprobacillus|s__Coprobacillus_sp_29_1|t__GCF_000186525\"                                                                                                                 \n",
       " [880] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_turicensis|t__GCF_000296505\"                                                                                                                      \n",
       " [881] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_pullorum|t__GCF_000155495\"                                                                                                            \n",
       " [882] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Mitsuokella|s__Mitsuokella_multacida|t__GCF_000155955\"                                                                                                                             \n",
       " [883] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Finegoldia|s__Finegoldia_magna|t__Finegoldia_magna_unclassified\"                                                                                                 \n",
       " [884] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_timonensis|t__GCF_000177055\"                                                                                                                                \n",
       " [885] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Gallionellales\"                                                                                                                                                                                                 \n",
       " [886] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Gallionellales|f__Gallionellaceae\"                                                                                                                                                                              \n",
       " [887] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Gallionellales|f__Gallionellaceae|g__Gallionellaceae_unclassified\"                                                                                                                                              \n",
       " [888] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Stomatobaculum\"                                                                                                                                                                         \n",
       " [889] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_sp_3_1_31\"                                                                                                                                                    \n",
       " [890] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Erysipelotrichaceae_bacterium_5_2_54FAA\"                                                                                                   \n",
       " [891] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_oral_taxon_082\"                                                                                                                     \n",
       " [892] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Stomatobaculum|s__Stomatobaculum_longum\"                                                                                                                                                \n",
       " [893] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_micronuciformis\"                                                                                                                                        \n",
       " [894] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_salyersiae|t__GCF_000273235\"                                                                                                                              \n",
       " [895] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_sp_3_1_31|t__Eubacterium_sp_3_1_31_unclassified\"                                                                                                              \n",
       " [896] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Erysipelotrichaceae_bacterium_5_2_54FAA|t__GCF_000163515\"                                                                                  \n",
       " [897] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_oral_taxon_082|t__GCF_000242315\"                                                                                                    \n",
       " [898] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Stomatobaculum|s__Stomatobaculum_longum|t__GCF_000242235\"                                                                                                                               \n",
       " [899] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_micronuciformis|t__GCF_000165735\"                                                                                                                       \n",
       " [900] \"k__Bacteria|p__Spirochaetes\"                                                                                                                                                                                                                                           \n",
       " [901] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia\"                                                                                                                                                                                                                           \n",
       " [902] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales\"                                                                                                                                                                                                         \n",
       " [903] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae\"                                                                                                                                                                                      \n",
       " [904] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Proteus\"                                                                                                                                                            \n",
       " [905] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema\"                                                                                                                                                                         \n",
       " [906] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Clostridiales_noname|s__Bacteroides_pectinophilus\"                                                                                                                                 \n",
       " [907] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_somerae\"                                                                                                                                          \n",
       " [908] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Proteus|s__Proteus_mirabilis\"                                                                                                                                       \n",
       " [909] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_socranskii\"                                                                                                                                                 \n",
       " [910] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia|s__Slackia_exigua\"                                                                                                                                                 \n",
       " [911] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_methylpentosum\"                                                                                                                                               \n",
       " [912] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megamonas|s__Megamonas_funiformis\"                                                                                                                                                 \n",
       " [913] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_noname|g__Clostridiales_noname|s__Bacteroides_pectinophilus|t__GCF_000155855\"                                                                                                                \n",
       " [914] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_somerae|t__GCF_000372405\"                                                                                                                         \n",
       " [915] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Proteus|s__Proteus_mirabilis|t__Proteus_mirabilis_unclassified\"                                                                                                     \n",
       " [916] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_socranskii|t__Treponema_socranskii_unclassified\"                                                                                                            \n",
       " [917] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia|s__Slackia_exigua|t__GCF_000162875\"                                                                                                                                \n",
       " [918] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_methylpentosum|t__GCF_000158655\"                                                                                                                              \n",
       " [919] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megamonas|s__Megamonas_funiformis|t__GCF_000245775\"                                                                                                                                \n",
       " [920] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Cardiobacteriales\"                                                                                                                                                                                             \n",
       " [921] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae\"                                                                                                                                                                               \n",
       " [922] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Cardiobacteriales|f__Cardiobacteriaceae\"                                                                                                                                                                       \n",
       " [923] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Selenomonas\"                                                                                                                                                                       \n",
       " [924] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium\"                                                                                                                                                             \n",
       " [925] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Klebsiella\"                                                                                                                                                         \n",
       " [926] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Cardiobacteriales|f__Cardiobacteriaceae|g__Cardiobacteriaceae_unclassified\"                                                                                                                                    \n",
       " [927] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_elsdenii\"                                                                                                                                               \n",
       " [928] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Selenomonas|s__Selenomonas_bovis\"                                                                                                                                                  \n",
       " [929] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_unclassified\"                                                                                                                                         \n",
       " [930] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_unclassified\"                                                                                                                              \n",
       " [931] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Klebsiella|s__Klebsiella_unclassified\"                                                                                                                              \n",
       " [932] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_granulosum\"                                                                                                                       \n",
       " [933] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_elsdenii|t__GCF_000283495\"                                                                                                                              \n",
       " [934] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Selenomonas|s__Selenomonas_bovis|t__GCF_000381005\"                                                                                                                                 \n",
       " [935] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_granulosum|t__Propionibacterium_granulosum_unclassified\"                                                                          \n",
       " [936] \"k__Bacteria|p__Acidobacteria\"                                                                                                                                                                                                                                          \n",
       " [937] \"k__Bacteria|p__Acidobacteria|c__Acidobacteriia\"                                                                                                                                                                                                                        \n",
       " [938] \"k__Bacteria|p__Acidobacteria|c__Acidobacteriia|o__Acidobacteriales\"                                                                                                                                                                                                    \n",
       " [939] \"k__Bacteria|p__Acidobacteria|c__Acidobacteriia|o__Acidobacteriales|f__Acidobacteriaceae\"                                                                                                                                                                               \n",
       " [940] \"k__Bacteria|p__Acidobacteria|c__Acidobacteriia|o__Acidobacteriales|f__Acidobacteriaceae|g__Granulicella\"                                                                                                                                                               \n",
       " [941] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_unclassified\"                                                                                                                                                  \n",
       " [942] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_1_1_6\"                                                                                                                                                 \n",
       " [943] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_johnsonii\"                                                                                                                                               \n",
       " [944] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_2_1_22\"                                                                                                                                                \n",
       " [945] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_mortiferum\"                                                                                                                                      \n",
       " [946] \"k__Bacteria|p__Acidobacteria|c__Acidobacteriia|o__Acidobacteriales|f__Acidobacteriaceae|g__Granulicella|s__Granulicella_unclassified\"                                                                                                                                  \n",
       " [947] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_avium\"                                                                                                                                                      \n",
       " [948] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_minutum\"                                                                                                                                            \n",
       " [949] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_siraeum|t__GCF_000209915\"                                                                                                                                     \n",
       " [950] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_1_1_6|t__GCF_000159875\"                                                                                                                                \n",
       " [951] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_johnsonii|t__Lactobacillus_johnsonii_unclassified\"                                                                                                       \n",
       " [952] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_2_1_22|t__GCF_000162155\"                                                                                                                               \n",
       " [953] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_mortiferum|t__GCF_000158195\"                                                                                                                     \n",
       " [954] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_avium|t__Enterococcus_avium_unclassified\"                                                                                                                   \n",
       " [955] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_minutum|t__GCF_000364325\"                                                                                                                           \n",
       " [956] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_reuteri\"                                                                                                                                                 \n",
       " [957] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Roseburia|s__Roseburia_unclassified\"                                                                                                                                                    \n",
       " [958] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Klebsiella|s__Klebsiella_pneumoniae\"                                                                                                                                \n",
       " [959] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_peroris\"                                                                                                                                                 \n",
       " [960] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_ruminicola\"                                                                                                                                                 \n",
       " [961] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_cardiffensis\"                                                                                                                                     \n",
       " [962] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_reuteri|t__Lactobacillus_reuteri_unclassified\"                                                                                                           \n",
       " [963] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Klebsiella|s__Klebsiella_pneumoniae|t__Klebsiella_pneumoniae_unclassified\"                                                                                          \n",
       " [964] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_peroris|t__GCF_000187585\"                                                                                                                                \n",
       " [965] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_ruminicola|t__GCF_000025925\"                                                                                                                                \n",
       " [966] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_cardiffensis|t__GCF_000364865\"                                                                                                                    \n",
       " [967] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Retroviridae|g__Gammaretrovirus\"                                                                                                                                                                   \n",
       " [968] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__C2likevirus|s__Lactococcus_phage_bIL67\"                                                                                                                                              \n",
       " [969] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Retroviridae|g__Gammaretrovirus|s__Porcine_type_C_oncovirus\"                                                                                                                                       \n",
       " [970] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__C2likevirus|s__Lactococcus_phage_bIL67|t__PRJNA32321\"                                                                                                                                \n",
       " [971] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Retroviridae|g__Gammaretrovirus|s__Porcine_type_C_oncovirus|t__PRJNA14126\"                                                                                                                         \n",
       " [972] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_gonidiaformans\"                                                                                                                                  \n",
       " [973] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_gonidiaformans|t__Fusobacterium_gonidiaformans_unclassified\"                                                                                     \n",
       " [974] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_salanitronis\"                                                                                                                                             \n",
       " [975] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_versmoldensis\"                                                                                                                                           \n",
       " [976] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_pseudolongum\"                                                                                                                         \n",
       " [977] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Anaerococcus|s__Anaerococcus_obesiensis\"                                                                                                                         \n",
       " [978] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Blautia_producta\"                                                                                                                                                            \n",
       " [979] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_salanitronis|t__GCF_000190575\"                                                                                                                            \n",
       " [980] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_versmoldensis|t__GCF_000260455\"                                                                                                                          \n",
       " [981] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_pseudolongum|t__GCF_000421365\"                                                                                                        \n",
       " [982] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Anaerococcus|s__Anaerococcus_obesiensis|t__GCF_000311745\"                                                                                                        \n",
       " [983] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Blautia_producta|t__GCF_000373885\"                                                                                                                                           \n",
       " [984] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_caccae\"                                                                                                                                                    \n",
       " [985] \"k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname|g__Candidatus_Saccharibacteria_noname|s__candidate_division_TM7_single_cell_isolate_TM7b\"                 \n",
       " [986] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Erysipelotrichaceae_bacterium_3_1_53\"                                                                                                      \n",
       " [987] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_gelidum\"                                                                                                                                                     \n",
       " [988] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_fragilis|t__GCF_000297735\"                                                                                                                                \n",
       " [989] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_caccae|t__GCF_000154305\"                                                                                                                                   \n",
       " [990] \"k__Bacteria|p__Candidatus_Saccharibacteria|c__Candidatus_Saccharibacteria_noname|o__Candidatus_Saccharibacteria_noname|f__Candidatus_Saccharibacteria_noname|g__Candidatus_Saccharibacteria_noname|s__candidate_division_TM7_single_cell_isolate_TM7b|t__GCF_000170655\"\n",
       " [991] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Erysipelotrichaceae_bacterium_3_1_53|t__GCF_000165065\"                                                                                     \n",
       " [992] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_gelidum|t__Leuconostoc_gelidum_unclassified\"                                                                                                                 \n",
       " [993] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales\"                                                                                                                                                                                                 \n",
       " [994] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae\"                                                                                                                                                                     \n",
       " [995] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Succinivibrionaceae\"                                                                                                                                                                          \n",
       " [996] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Aeromonadaceae\"                                                                                                                                                                               \n",
       " [997] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Eremothecium\"                                                                                                                                                              \n",
       " [998] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Bulleidia\"                                                                                                                                                               \n",
       " [999] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Naumovozyma\"                                                                                                                                                               \n",
       "[1000] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter\"                                                                                                                                                    \n",
       "[1001] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Succinivibrionaceae|g__Succinatimonas\"                                                                                                                                                        \n",
       "[1002] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Catonella\"                                                                                                                                                                              \n",
       "[1003] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Eggerthia\"                                                                                                                                                               \n",
       "[1004] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Aeromonadaceae|g__Aeromonas\"                                                                                                                                                                  \n",
       "[1005] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_oris\"                                                                                                                                                       \n",
       "[1006] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_denticola\"                                                                                                                                                  \n",
       "[1007] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_ATCC_BAA_442\"                                                                                                                                              \n",
       "[1008] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_pasteurianus\"                                                                                                                                            \n",
       "[1009] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Eremothecium|s__Eremothecium_unclassified\"                                                                                                                                 \n",
       "[1010] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Bulleidia|s__Bulleidia_extructa\"                                                                                                                                         \n",
       "[1011] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_endodontalis\"                                                                                                                                     \n",
       "[1012] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Selenomonas|s__Selenomonas_sputigena\"                                                                                                                                              \n",
       "[1013] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Naumovozyma|s__Naumovozyma_unclassified\"                                                                                                                                   \n",
       "[1014] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_gracilis\"                                                                                                                          \n",
       "[1015] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_buccae\"                                                                                                                                                     \n",
       "[1016] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_ulcerans\"                                                                                                                                        \n",
       "[1017] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Succinivibrionaceae|g__Succinatimonas|s__Succinatimonas_hippei\"                                                                                                                               \n",
       "[1018] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Catonella|s__Catonella_morbi\"                                                                                                                                                           \n",
       "[1019] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Alloprevotella|s__Alloprevotella_rava\"                                                                                                                                               \n",
       "[1020] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_denticola\"                                                                                                                                                  \n",
       "[1021] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_varium\"                                                                                                                                          \n",
       "[1022] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_oleiciplenus\"                                                                                                                                             \n",
       "[1023] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Eggerthia|s__Eggerthia_catenaformis\"                                                                                                                                     \n",
       "[1024] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_periodonticum\"                                                                                                                                   \n",
       "[1025] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_gallolyticus\"                                                                                                                                            \n",
       "[1026] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_6_1_63FAA\"                                                                                                                          \n",
       "[1027] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Aeromonadaceae|g__Aeromonas|s__Aeromonas_unclassified\"                                                                                                                                        \n",
       "[1028] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_maltophilum\"                                                                                                                                                \n",
       "[1029] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_oris|t__Prevotella_oris_unclassified\"                                                                                                                       \n",
       "[1030] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_denticola|t__Prevotella_denticola_unclassified\"                                                                                                             \n",
       "[1031] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_ATCC_BAA_442|t__GCF_000466445\"                                                                                                                             \n",
       "[1032] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_pasteurianus|t__GCF_000270165\"                                                                                                                           \n",
       "[1033] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Bulleidia|s__Bulleidia_extructa|t__GCF_000177375\"                                                                                                                        \n",
       "[1034] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_endodontalis|t__GCF_000174815\"                                                                                                                    \n",
       "[1035] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Selenomonas|s__Selenomonas_sputigena|t__Selenomonas_sputigena_unclassified\"                                                                                                        \n",
       "[1036] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_gracilis|t__GCF_000175875\"                                                                                                         \n",
       "[1037] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_buccae|t__Prevotella_buccae_unclassified\"                                                                                                                   \n",
       "[1038] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_ulcerans|t__Fusobacterium_ulcerans_unclassified\"                                                                                                 \n",
       "[1039] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Succinivibrionaceae|g__Succinatimonas|s__Succinatimonas_hippei|t__GCF_000188195\"                                                                                                              \n",
       "[1040] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Catonella|s__Catonella_morbi|t__GCF_000160035\"                                                                                                                                          \n",
       "[1041] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Alloprevotella|s__Alloprevotella_rava|t__GCF_000234115\"                                                                                                                              \n",
       "[1042] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_denticola|t__Treponema_denticola_unclassified\"                                                                                                              \n",
       "[1043] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_varium|t__GCF_000159915\"                                                                                                                         \n",
       "[1044] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_oleiciplenus|t__GCF_000315485\"                                                                                                                            \n",
       "[1045] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Eggerthia|s__Eggerthia_catenaformis|t__GCF_000340375\"                                                                                                                    \n",
       "[1046] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_periodonticum|t__Fusobacterium_periodonticum_unclassified\"                                                                                       \n",
       "[1047] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_gallolyticus|t__Streptococcus_gallolyticus_unclassified\"                                                                                                 \n",
       "[1048] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_6_1_63FAA|t__GCF_000209425\"                                                                                                         \n",
       "[1049] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_maltophilum|t__GCF_000413055\"                                                                                                                               \n",
       "[1050] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Geminiviridae\"                                                                                                                                                                                     \n",
       "[1051] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Geminiviridae|g__Mastrevirus\"                                                                                                                                                                      \n",
       "[1052] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Yersinia\"                                                                                                                                                           \n",
       "[1053] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_curvus\"                                                                                                                            \n",
       "[1054] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_difficile\"                                                                                                                            \n",
       "[1055] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_butyricum\"                                                                                                                                                    \n",
       "[1056] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Clostridium_spiroforme\"                                                                                                                    \n",
       "[1057] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_unclassified\"                                                                                                                                              \n",
       "[1058] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_showae\"                                                                                                                            \n",
       "[1059] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Geminiviridae|g__Mastrevirus|s__Wheat_dwarf_virus\"                                                                                                                                                 \n",
       "[1060] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_concisus\"                                                                                                                          \n",
       "[1061] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Yersinia|s__Yersinia_unclassified\"                                                                                                                                  \n",
       "[1062] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_hathewayi|t__GCF_000371445\"                                                                                                                                   \n",
       "[1063] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_curvus|t__Campylobacter_curvus_unclassified\"                                                                                       \n",
       "[1064] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_difficile|t__Clostridium_difficile_unclassified\"                                                                                      \n",
       "[1065] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_butyricum|t__Clostridium_butyricum_unclassified\"                                                                                                              \n",
       "[1066] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Erysipelotrichaceae_noname|s__Clostridium_spiroforme|t__GCF_000154805\"                                                                                                   \n",
       "[1067] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_showae|t__Campylobacter_showae_unclassified\"                                                                                       \n",
       "[1068] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Geminiviridae|g__Mastrevirus|s__Wheat_dwarf_virus|t__Wheat_dwarf_virus_unclassified\"                                                                                                               \n",
       "[1069] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_concisus|t__GCF_000017725\"                                                                                                         \n",
       "[1070] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_lwoffii\"                                                                                                                                    \n",
       "[1071] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_lwoffii|t__Acinetobacter_lwoffii_unclassified\"                                                                                              \n",
       "[1072] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1\"                                                                                                                                            \n",
       "[1073] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Citrobacter|s__Citrobacter_koseri\"                                                                                                                                  \n",
       "[1074] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965\"                                                                                                                           \n",
       "[1075] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Citrobacter|s__Citrobacter_koseri|t__GCF_000018045\"                                                                                                                 \n",
       "[1076] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Serratia\"                                                                                                                                                           \n",
       "[1077] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_citreum\"                                                                                                                                                     \n",
       "[1078] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sobrinus\"                                                                                                                                                \n",
       "[1079] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_HPA0247\"                                                                                                                                       \n",
       "[1080] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_massiliensis\"                                                                                                                                            \n",
       "[1081] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_crispatus\"                                                                                                                                               \n",
       "[1082] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Klebsiella|s__Klebsiella_oxytoca\"                                                                                                                                   \n",
       "[1083] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_antri\"                                                                                                                                                   \n",
       "[1084] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Serratia|s__Serratia_marcescens\"                                                                                                                                    \n",
       "[1085] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_salivae\"                                                                                                                                                    \n",
       "[1086] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_citreum|t__Leuconostoc_citreum_unclassified\"                                                                                                                 \n",
       "[1087] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sobrinus|t__Streptococcus_sobrinus_unclassified\"                                                                                                         \n",
       "[1088] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_cloacae|t__GCF_000492675\"                                                                                                              \n",
       "[1089] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_HPA0247|t__GCF_000411415\"                                                                                                                      \n",
       "[1090] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_thetaiotaomicron|t__GCF_000011065\"                                                                                                                        \n",
       "[1091] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_massiliensis|t__Streptococcus_massiliensis_unclassified\"                                                                                                 \n",
       "[1092] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_crispatus|t__Lactobacillus_crispatus_unclassified\"                                                                                                       \n",
       "[1093] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Klebsiella|s__Klebsiella_oxytoca|t__Klebsiella_oxytoca_unclassified\"                                                                                                \n",
       "[1094] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_antri|t__GCF_000160835\"                                                                                                                                  \n",
       "[1095] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Serratia|s__Serratia_marcescens|t__Serratia_marcescens_unclassified\"                                                                                                \n",
       "[1096] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_salivae|t__GCF_000185845\"                                                                                                                                   \n",
       "[1097] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Leuconostoc_phage_P793\"                                                                                                                                       \n",
       "[1098] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_hominis\"                                                                                                                           \n",
       "[1099] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Leuconostoc_phage_P793|t__PRJNA195531\"                                                                                                                        \n",
       "[1100] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_hominis|t__GCF_000017585\"                                                                                                          \n",
       "[1101] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Potyviridae\"                                                                                                                                                                                       \n",
       "[1102] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Cryptobacterium\"                                                                                                                                                           \n",
       "[1103] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Shuttleworthia\"                                                                                                                                                                         \n",
       "[1104] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Pseudoramibacter\"                                                                                                                                                                        \n",
       "[1105] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Potyviridae|g__Potyvirus\"                                                                                                                                                                          \n",
       "[1106] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella|s__Olsenella_profusa\"                                                                                                                                            \n",
       "[1107] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Cryptobacterium|s__Cryptobacterium_curtum\"                                                                                                                                 \n",
       "[1108] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_coprophilus\"                                                                                                                                              \n",
       "[1109] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Shuttleworthia|s__Shuttleworthia_satelles\"                                                                                                                                              \n",
       "[1110] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Pseudoramibacter|s__Pseudoramibacter_alactolyticus\"                                                                                                                                      \n",
       "[1111] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Potyviridae|g__Potyvirus|s__Dasheen_mosaic_virus\"                                                                                                                                                  \n",
       "[1112] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_pylori\"                                                                                                                               \n",
       "[1113] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Citrobacter|s__Citrobacter_unclassified\"                                                                                                                            \n",
       "[1114] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_longum|t__GCF_000497735\"                                                                                                              \n",
       "[1115] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella|s__Olsenella_profusa|t__GCF_000468755\"                                                                                                                           \n",
       "[1116] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Cryptobacterium|s__Cryptobacterium_curtum|t__GCF_000023845\"                                                                                                                \n",
       "[1117] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_coprophilus|t__GCF_000157915\"                                                                                                                             \n",
       "[1118] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Shuttleworthia|s__Shuttleworthia_satelles|t__GCF_000160115\"                                                                                                                             \n",
       "[1119] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Pseudoramibacter|s__Pseudoramibacter_alactolyticus|t__GCF_000185505\"                                                                                                                     \n",
       "[1120] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Potyviridae|g__Potyvirus|s__Dasheen_mosaic_virus|t__PRJNA15388\"                                                                                                                                    \n",
       "[1121] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_pylori|t__Helicobacter_pylori_unclassified\"                                                                                           \n",
       "[1122] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_SS2_1\"                                                                                                                                                     \n",
       "[1123] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_sp_HGB5\"                                                                                                                                                       \n",
       "[1124] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactobacillus_phage_Lc_Nu\"                                                                                                                                    \n",
       "[1125] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_SS2_1|t__GCF_000154545\"                                                                                                                                    \n",
       "[1126] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_sp_HGB5|t__GCF_000183485\"                                                                                                                                      \n",
       "[1127] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactobacillus_phage_Lc_Nu|t__Lactobacillus_phage_Lc_Nu_unclassified\"                                                                                          \n",
       "[1128] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_variabile\"                                                                                                                              \n",
       "[1129] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_plantarum\"                                                                                                                                               \n",
       "[1130] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_variabile|t__GCF_000179395\"                                                                                                             \n",
       "[1131] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_plantarum|t__Lactobacillus_plantarum_unclassified\"                                                                                                       \n",
       "[1132] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis|g__Mogibacterium\"                                                                                                                                                 \n",
       "[1133] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Filifactor\"                                                                                                                                                                       \n",
       "[1134] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Alloprevotella|s__Alloprevotella_tannerae\"                                                                                                                                           \n",
       "[1135] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_nigrescens\"                                                                                                                                                 \n",
       "[1136] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Lactococcus|s__Lactococcus_garvieae\"                                                                                                                                                    \n",
       "[1137] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis|g__Mogibacterium|s__Mogibacterium_sp_CM50\"                                                                                                                        \n",
       "[1138] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Filifactor|s__Filifactor_alocis\"                                                                                                                                                  \n",
       "[1139] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_barnesiae\"                                                                                                                                                \n",
       "[1140] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Alloprevotella|s__Alloprevotella_tannerae|t__GCF_000159995\"                                                                                                                          \n",
       "[1141] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_nigrescens|t__Prevotella_nigrescens_unclassified\"                                                                                                           \n",
       "[1142] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Lactococcus|s__Lactococcus_garvieae|t__Lactococcus_garvieae_unclassified\"                                                                                                               \n",
       "[1143] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XIII_Incertae_Sedis|g__Mogibacterium|s__Mogibacterium_sp_CM50|t__GCF_000293155\"                                                                                                       \n",
       "[1144] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Filifactor|s__Filifactor_alocis|t__GCF_000163895\"                                                                                                                                 \n",
       "[1145] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_barnesiae|t__GCF_000374585\"                                                                                                                               \n",
       "[1146] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae\"                                                                                                                                                                                         \n",
       "[1147] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__Epsilon15likevirus\"                                                                                                                                                                   \n",
       "[1148] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_sp_1_3_56FAA\"                                                                                                                                   \n",
       "[1149] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__Epsilon15likevirus|s__Epsilon15likevirus_unclassified\"                                                                                                                                \n",
       "[1150] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_sp_1_3_56FAA|t__GCF_000185625\"                                                                                                                  \n",
       "[1151] \"k__Bacteria|p__Chlorobi\"                                                                                                                                                                                                                                               \n",
       "[1152] \"k__Bacteria|p__Synergistetes\"                                                                                                                                                                                                                                          \n",
       "[1153] \"k__Bacteria|p__Chlorobi|c__Chlorobia\"                                                                                                                                                                                                                                  \n",
       "[1154] \"k__Bacteria|p__Synergistetes|c__Synergistia\"                                                                                                                                                                                                                           \n",
       "[1155] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales\"                                                                                                                                                                                                   \n",
       "[1156] \"k__Bacteria|p__Chlorobi|c__Chlorobia|o__Chlorobiales\"                                                                                                                                                                                                                  \n",
       "[1157] \"k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales\"                                                                                                                                                                                                          \n",
       "[1158] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae\"                                                                                                                                                                                  \n",
       "[1159] \"k__Bacteria|p__Chlorobi|c__Chlorobia|o__Chlorobiales|f__Chlorobiaceae\"                                                                                                                                                                                                 \n",
       "[1160] \"k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae\"                                                                                                                                                                                        \n",
       "[1161] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Varibaculum\"                                                                                                                                                                 \n",
       "[1162] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Chromobacterium\"                                                                                                                                                               \n",
       "[1163] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Eremococcus\"                                                                                                                                                                               \n",
       "[1164] \"k__Bacteria|p__Chlorobi|c__Chlorobia|o__Chlorobiales|f__Chlorobiaceae|g__Chlorobium\"                                                                                                                                                                                   \n",
       "[1165] \"k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Pyramidobacter\"                                                                                                                                                                      \n",
       "[1166] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_sp_D13\"                                                                                                                                       \n",
       "[1167] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_jeikeium\"                                                                                                                               \n",
       "[1168] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_buccalis\"                                                                                                                                                   \n",
       "[1169] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_bennonis\"                                                                                                                                         \n",
       "[1170] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Varibaculum|s__Varibaculum_cambriense\"                                                                                                                                       \n",
       "[1171] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Chromobacterium|s__Chromobacterium_unclassified\"                                                                                                                               \n",
       "[1172] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_aurimucosum\"                                                                                                                            \n",
       "[1173] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Eremococcus|s__Eremococcus_coleocola\"                                                                                                                                                      \n",
       "[1174] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Anaerococcus|s__Anaerococcus_prevotii\"                                                                                                                           \n",
       "[1175] \"k__Bacteria|p__Chlorobi|c__Chlorobia|o__Chlorobiales|f__Chlorobiaceae|g__Chlorobium|s__Chlorobium_phaeobacteroides\"                                                                                                                                                    \n",
       "[1176] \"k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Pyramidobacter|s__Pyramidobacter_piscolens\"                                                                                                                                          \n",
       "[1177] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_amycolatum\"                                                                                                                             \n",
       "[1178] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Peptoniphilus|s__Peptoniphilus_lacrimalis\"                                                                                                                       \n",
       "[1179] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_mcbrellneri\"                                                                                                                               \n",
       "[1180] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_uenonis\"                                                                                                                                          \n",
       "[1181] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_sp_D13|t__GCF_000162275\"                                                                                                                      \n",
       "[1182] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_jeikeium|t__Corynebacterium_jeikeium_unclassified\"                                                                                      \n",
       "[1183] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_buccalis|t__GCF_000177075\"                                                                                                                                  \n",
       "[1184] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_bennonis|t__GCF_000375645\"                                                                                                                        \n",
       "[1185] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Varibaculum|s__Varibaculum_cambriense|t__GCF_000420065\"                                                                                                                      \n",
       "[1186] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_aurimucosum|t__Corynebacterium_aurimucosum_unclassified\"                                                                                \n",
       "[1187] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Eremococcus|s__Eremococcus_coleocola|t__GCF_000183205\"                                                                                                                                     \n",
       "[1188] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Anaerococcus|s__Anaerococcus_prevotii|t__Anaerococcus_prevotii_unclassified\"                                                                                     \n",
       "[1189] \"k__Bacteria|p__Chlorobi|c__Chlorobia|o__Chlorobiales|f__Chlorobiaceae|g__Chlorobium|s__Chlorobium_phaeobacteroides|t__Chlorobium_phaeobacteroides_unclassified\"                                                                                                        \n",
       "[1190] \"k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Pyramidobacter|s__Pyramidobacter_piscolens|t__GCF_000177335\"                                                                                                                         \n",
       "[1191] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_amycolatum|t__GCF_000173655\"                                                                                                            \n",
       "[1192] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Peptoniphilus|s__Peptoniphilus_lacrimalis|t__Peptoniphilus_lacrimalis_unclassified\"                                                                              \n",
       "[1193] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_mcbrellneri|t__GCF_000178455\"                                                                                                              \n",
       "[1194] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_uenonis|t__GCF_000174775\"                                                                                                                         \n",
       "[1195] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae\"                                                                                                                                                                               \n",
       "[1196] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermabacteraceae\"                                                                                                                                                                                \n",
       "[1197] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Bavariicoccus\"                                                                                                                                                                           \n",
       "[1198] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Raoultella\"                                                                                                                                                         \n",
       "[1199] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Leucobacter\"                                                                                                                                                                \n",
       "[1200] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermabacteraceae|g__Brachybacterium\"                                                                                                                                                             \n",
       "[1201] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_linens\"                                                                                                                                    \n",
       "[1202] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_casseliflavus\"                                                                                                                                              \n",
       "[1203] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_dispar\"                                                                                                                                                     \n",
       "[1204] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Bavariicoccus|s__Bavariicoccus_seileri\"                                                                                                                                                  \n",
       "[1205] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Raoultella|s__Raoultella_ornithinolytica\"                                                                                                                           \n",
       "[1206] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_hirae\"                                                                                                                                                      \n",
       "[1207] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Leucobacter|s__Leucobacter_unclassified\"                                                                                                                                    \n",
       "[1208] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermabacteraceae|g__Brachybacterium|s__Brachybacterium_unclassified\"                                                                                                                             \n",
       "[1209] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_italicus\"                                                                                                                                                   \n",
       "[1210] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea|s__Dorea_formicigenerans|t__GCF_000169235\"                                                                                                                                        \n",
       "[1211] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_linens|t__GCF_000167575\"                                                                                                                   \n",
       "[1212] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_casseliflavus|t__Enterococcus_casseliflavus_unclassified\"                                                                                                   \n",
       "[1213] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_dispar|t__Enterococcus_dispar_unclassified\"                                                                                                                 \n",
       "[1214] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Bavariicoccus|s__Bavariicoccus_seileri|t__GCF_000421665\"                                                                                                                                 \n",
       "[1215] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Raoultella|s__Raoultella_ornithinolytica|t__GCF_000367425\"                                                                                                          \n",
       "[1216] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_hirae|t__Enterococcus_hirae_unclassified\"                                                                                                                   \n",
       "[1217] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_italicus|t__GCF_000185365\"                                                                                                                                  \n",
       "[1218] \"k__Bacteria|p__Deferribacteres\"                                                                                                                                                                                                                                        \n",
       "[1219] \"k__Bacteria|p__Deferribacteres|c__Deferribacteres\"                                                                                                                                                                                                                     \n",
       "[1220] \"k__Bacteria|p__Deferribacteres|c__Deferribacteres|o__Deferribacterales\"                                                                                                                                                                                                \n",
       "[1221] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae\"                                                                                                                                                                                            \n",
       "[1222] \"k__Bacteria|p__Deferribacteres|c__Deferribacteres|o__Deferribacterales|f__Deferribacteraceae\"                                                                                                                                                                          \n",
       "[1223] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum\"                                                                                                                                                                        \n",
       "[1224] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Morganella\"                                                                                                                                                         \n",
       "[1225] \"k__Bacteria|p__Deferribacteres|c__Deferribacteres|o__Deferribacterales|f__Deferribacteraceae|g__Mucispirillum\"                                                                                                                                                         \n",
       "[1226] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactobacillus_phage_c5\"                                                                                                                                       \n",
       "[1227] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis\"                                                                                                                                            \n",
       "[1228] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_sp_ICM58\"                                                                                                                                           \n",
       "[1229] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Morganella|s__Morganella_morganii\"                                                                                                                                  \n",
       "[1230] \"k__Bacteria|p__Deferribacteres|c__Deferribacteres|o__Deferribacterales|f__Deferribacteraceae|g__Mucispirillum|s__Mucispirillum_schaedleri\"                                                                                                                             \n",
       "[1231] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_hathewayi|t__GCF_000160095\"                                                                                                                                   \n",
       "[1232] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactobacillus_phage_c5|t__PRJNA181077\"                                                                                                                        \n",
       "[1233] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085\"                                                                                                                           \n",
       "[1234] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_sp_ICM58|t__GCF_000283035\"                                                                                                                          \n",
       "[1235] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Morganella|s__Morganella_morganii|t__GCF_000286435\"                                                                                                                 \n",
       "[1236] \"k__Bacteria|p__Deferribacteres|c__Deferribacteres|o__Deferribacterales|f__Deferribacteraceae|g__Mucispirillum|s__Mucispirillum_schaedleri|t__GCF_000487995\"                                                                                                            \n",
       "[1237] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Oxalobacteraceae|g__Oxalobacter|s__Oxalobacter_formigenes|t__GCF_000158495\"                                                                                                                  \n",
       "[1238] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000154385\"                                                                                                                      \n",
       "[1239] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Sutterella|s__Sutterella_wadsworthensis|t__GCF_000186505\"                                                                                                                  \n",
       "[1240] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_sp_GD3\"                                                                                                                                         \n",
       "[1241] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_sp_GD3|t__GCF_000333815\"                                                                                                                        \n",
       "[1242] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_intestinalis\"                                                                                                                                   \n",
       "[1243] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_intestinalis|t__GCF_000156175\"                                                                                                                  \n",
       "[1244] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_propionicum\"                                                                                                                      \n",
       "[1245] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Granulicatella|s__Granulicatella_elegans\"                                                                                                                                              \n",
       "[1246] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_vaginae\"                                                                                                                                            \n",
       "[1247] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_massiliense\"                                                                                                                               \n",
       "[1248] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Blautia_hansenii\"                                                                                                                                                            \n",
       "[1249] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_propionicum|t__GCF_000277715\"                                                                                                     \n",
       "[1250] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Granulicatella|s__Granulicatella_elegans|t__GCF_000162475\"                                                                                                                             \n",
       "[1251] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_vaginae|t__Atopobium_vaginae_unclassified\"                                                                                                          \n",
       "[1252] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_massiliense|t__GCF_000285915\"                                                                                                              \n",
       "[1253] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Blautia_hansenii|t__GCF_000156675\"                                                                                                                                           \n",
       "[1254] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_BM13\"                                                                                                                                       \n",
       "[1255] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_rectale|t__GCF_000209955\"                                                                                                                                     \n",
       "[1256] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_BM13|t__PRJNA213076\"                                                                                                                        \n",
       "[1257] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis\"                                                                                                                                              \n",
       "[1258] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_brevis\"                                                                                                                                                  \n",
       "[1259] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925\"                                                                                                                             \n",
       "[1260] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_brevis|t__Lactobacillus_brevis_unclassified\"                                                                                                             \n",
       "[1261] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Neisseria\"                                                                                                                                                                     \n",
       "[1262] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Neisseria|s__Neisseria_flavescens\"                                                                                                                                             \n",
       "[1263] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_parahaemolyticus\"                                                                                                                              \n",
       "[1264] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Neisseria|s__Neisseria_unclassified\"                                                                                                                                           \n",
       "[1265] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Neisseria|s__Neisseria_meningitidis\"                                                                                                                                           \n",
       "[1266] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_haemolyticus\"                                                                                                                                  \n",
       "[1267] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Neisseria|s__Neisseria_flavescens|t__Neisseria_flavescens_unclassified\"                                                                                                        \n",
       "[1268] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_parahaemolyticus|t__GCF_000262265\"                                                                                                             \n",
       "[1269] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Neisseria|s__Neisseria_meningitidis|t__Neisseria_meningitidis_unclassified\"                                                                                                    \n",
       "[1270] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_haemolyticus|t__GCF_000262285\"                                                                                                                 \n",
       "[1271] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Leptotrichiaceae\"                                                                                                                                                                                   \n",
       "[1272] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Leptotrichiaceae|g__Leptotrichia\"                                                                                                                                                                   \n",
       "[1273] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Eikenella\"                                                                                                                                                                     \n",
       "[1274] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Mobiluncus\"                                                                                                                                                                  \n",
       "[1275] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Leptotrichiaceae|g__Leptotrichia|s__Leptotrichia_unclassified\"                                                                                                                                      \n",
       "[1276] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_ureolyticus\"                                                                                                                       \n",
       "[1277] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Aeromonadaceae|g__Aeromonas|s__Aeromonas_veronii\"                                                                                                                                             \n",
       "[1278] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_D5\"                                                                                                                                                        \n",
       "[1279] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Leptotrichiaceae|g__Leptotrichia|s__Leptotrichia_wadei\"                                                                                                                                             \n",
       "[1280] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Eikenella|s__Eikenella_corrodens\"                                                                                                                                              \n",
       "[1281] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Mobiluncus|s__Mobiluncus_curtisii\"                                                                                                                                           \n",
       "[1282] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_ureolyticus|t__Campylobacter_ureolyticus_unclassified\"                                                                             \n",
       "[1283] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Aeromonadaceae|g__Aeromonas|s__Aeromonas_veronii|t__Aeromonas_veronii_unclassified\"                                                                                                           \n",
       "[1284] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_D5|t__GCF_000190355\"                                                                                                                                       \n",
       "[1285] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Leptotrichiaceae|g__Leptotrichia|s__Leptotrichia_wadei|t__Leptotrichia_wadei_unclassified\"                                                                                                          \n",
       "[1286] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Eikenella|s__Eikenella_corrodens|t__Eikenella_corrodens_unclassified\"                                                                                                          \n",
       "[1287] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Mobiluncus|s__Mobiluncus_curtisii|t__Mobiluncus_curtisii_unclassified\"                                                                                                       \n",
       "[1288] \"k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Leptotrichiaceae|g__Leptotrichiaceae_unclassified\"                                                                                                                                                  \n",
       "[1289] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Anaeroglobus\"                                                                                                                                                                      \n",
       "[1290] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Leuconostoc_phage_phiLN04\"                                                                                                                                    \n",
       "[1291] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_unclassified\"                                                                                                                                                \n",
       "[1292] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Anaeroglobus|s__Anaeroglobus_geminatus\"                                                                                                                                            \n",
       "[1293] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Leuconostoc_phage_phiLN04|t__PRJNA195530\"                                                                                                                     \n",
       "[1294] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Anaeroglobus|s__Anaeroglobus_geminatus|t__GCF_000239275\"                                                                                                                           \n",
       "[1295] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_ovatus|t__GCF_000178275\"                                                                                                                                  \n",
       "[1296] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_rectus\"                                                                                                                            \n",
       "[1297] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Aggregatibacter|s__Aggregatibacter_aphrophilus\"                                                                                                                           \n",
       "[1298] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_lactaris|t__GCF_000155205\"                                                                                                                                 \n",
       "[1299] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_rectus|t__GCF_000174175\"                                                                                                           \n",
       "[1300] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Aggregatibacter|s__Aggregatibacter_aphrophilus|t__Aggregatibacter_aphrophilus_unclassified\"                                                                               \n",
       "[1301] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Shigella\"                                                                                                                                                           \n",
       "[1302] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Shigella|s__Shigella_flexneri\"                                                                                                                                      \n",
       "[1303] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea|s__Dorea_formicigenerans|t__GCF_000225745\"                                                                                                                                        \n",
       "[1304] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Shigella|s__Shigella_flexneri|t__Shigella_flexneri_unclassified\"                                                                                                    \n",
       "[1305] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname\"                                                                                                                                                                                                                  \n",
       "[1306] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname\"                                                                                                                                                                                          \n",
       "[1307] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname|f__Bacteroidetes_noname\"                                                                                                                                                                  \n",
       "[1308] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus\"                                                                                                                                                                                         \n",
       "[1309] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname|f__Bacteroidetes_noname|g__Bacteroidetes_noname\"                                                                                                                                          \n",
       "[1310] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_1_1_30\"                                                                                                                                                \n",
       "[1311] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus|s__Bacillus_subtilis\"                                                                                                                                                                    \n",
       "[1312] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_dysgalactiae\"                                                                                                                                            \n",
       "[1313] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname|f__Bacteroidetes_noname|g__Bacteroidetes_noname|s__Bacteroidetes_bacterium_oral_taxon_272\"                                                                                                \n",
       "[1314] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_desulfuricans|t__GCF_000420465\"                                                                                                    \n",
       "[1315] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_1_1_30|t__GCF_000218365\"                                                                                                                               \n",
       "[1316] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus|s__Bacillus_subtilis|t__Bacillus_subtilis_unclassified\"                                                                                                                                  \n",
       "[1317] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_dysgalactiae|t__Streptococcus_dysgalactiae_unclassified\"                                                                                                 \n",
       "[1318] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidetes_noname|o__Bacteroidetes_noname|f__Bacteroidetes_noname|g__Bacteroidetes_noname|s__Bacteroidetes_bacterium_oral_taxon_272|t__GCF_000442105\"                                                                               \n",
       "[1319] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname\"                                                                                                                                                                        \n",
       "[1320] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__P22likevirus\"                                                                                                                                                                         \n",
       "[1321] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida\"                                                                                                                                                             \n",
       "[1322] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__P22likevirus|s__Salmonella_phage_HK620\"                                                                                                                                               \n",
       "[1323] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida|s__Candida_albicans\"                                                                                                                                         \n",
       "[1324] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__P22likevirus|s__Salmonella_phage_HK620|t__PRJNA14115\"                                                                                                                                 \n",
       "[1325] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida|s__Candida_albicans|t__GCA_000182965\"                                                                                                                        \n",
       "[1326] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_sp\"                                                                                                                                                        \n",
       "[1327] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactobacillus_phage_PL_1\"                                                                                                                                     \n",
       "[1328] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Ruminococcus|s__Ruminococcus_sp|t__GCF_000209835\"                                                                                                                                       \n",
       "[1329] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactobacillus_phage_PL_1|t__PRJNA227007\"                                                                                                                      \n",
       "[1330] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Sutterella|s__Sutterella_parvirubra\"                                                                                                                                       \n",
       "[1331] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Sutterellaceae|g__Sutterella|s__Sutterella_parvirubra|t__GCF_000250875\"                                                                                                                      \n",
       "[1332] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_sp_AP2\"                                                                                                                                         \n",
       "[1333] \"k__Bacteria|p__Firmicutes|c__Erysipelotrichia|o__Erysipelotrichales|f__Erysipelotrichaceae|g__Holdemania|s__Holdemania_sp_AP2|t__GCF_000327285\"                                                                                                                        \n",
       "[1334] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_acidophilus\"                                                                                                                                             \n",
       "[1335] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_ICM47\"                                                                                                                                         \n",
       "[1336] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_amylovorus\"                                                                                                                                              \n",
       "[1337] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Comamonas|s__Comamonas_testosteroni\"                                                                                                                                       \n",
       "[1338] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_acidophilus|t__Lactobacillus_acidophilus_unclassified\"                                                                                                   \n",
       "[1339] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_ICM47|t__GCF_000278725\"                                                                                                                        \n",
       "[1340] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_amylovorus|t__Lactobacillus_amylovorus_unclassified\"                                                                                                     \n",
       "[1341] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Comamonas|s__Comamonas_testosteroni|t__Comamonas_testosteroni_unclassified\"                                                                                                \n",
       "[1342] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_iners\"                                                                                                                                                   \n",
       "[1343] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_iners|t__Lactobacillus_iners_unclassified\"                                                                                                               \n",
       "[1344] \"k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria\"                                                                                                                                                                                                                  \n",
       "[1345] \"k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales\"                                                                                                                                                                                                   \n",
       "[1346] \"k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Bartonellaceae\"                                                                                                                                                                                 \n",
       "[1347] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella\"                                                                                                                                                                              \n",
       "[1348] \"k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Bartonellaceae|g__Bartonella\"                                                                                                                                                                   \n",
       "[1349] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_unclassified\"                                                                                                                                                    \n",
       "[1350] \"k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Bartonellaceae|g__Bartonella|s__Bartonella_unclassified\"                                                                                                                                        \n",
       "[1351] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_aureus\"                                                                                                                                                    \n",
       "[1352] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_aureus|t__Staphylococcus_aureus_unclassified\"                                                                                                              \n",
       "[1353] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_cibaria\"                                                                                                                                                         \n",
       "[1354] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_confusa\"                                                                                                                                                         \n",
       "[1355] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_cibaria|t__GCF_000193635\"                                                                                                                                        \n",
       "[1356] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_confusa|t__GCF_000239955\"                                                                                                                                        \n",
       "[1357] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname\"                                                                                                                                                                                    \n",
       "[1358] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname\"                                                                                                                                                                  \n",
       "[1359] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Diplodia_scrobiculata_RNA_virus_1\"                                                                                                                             \n",
       "[1360] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Diplodia_scrobiculata_RNA_virus_1|t__PRJNA43007\"                                                                                                               \n",
       "[1361] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_urealyticum\"                                                                                                                            \n",
       "[1362] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_urealyticum|t__Corynebacterium_urealyticum_unclassified\"                                                                                \n",
       "[1363] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_sanfranciscensis\"                                                                                                                                        \n",
       "[1364] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_sanfranciscensis|t__GCF_000225325\"                                                                                                                       \n",
       "[1365] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Marvinbryantia\"                                                                                                                                                                         \n",
       "[1366] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Arcobacter\"                                                                                                                                                       \n",
       "[1367] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Marvinbryantia|s__Marvinbryantia_formatexigens\"                                                                                                                                         \n",
       "[1368] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Arcobacter|s__Arcobacter_butzleri\"                                                                                                                                \n",
       "[1369] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Marvinbryantia|s__Marvinbryantia_formatexigens|t__GCF_000173815\"                                                                                                                        \n",
       "[1370] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Arcobacter|s__Arcobacter_butzleri|t__Arcobacter_butzleri_unclassified\"                                                                                            \n",
       "[1371] \"k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobacterium\"                                                                                                                                                       \n",
       "[1372] \"k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobacterium|s__Methanobacterium_unclassified\"                                                                                                                      \n",
       "[1373] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter|s__Oscillibacter_sp_KLE_1728\"                                                                                                                                            \n",
       "[1374] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Oscillospiraceae|g__Oscillibacter|s__Oscillibacter_sp_KLE_1728|t__GCF_000469425\"                                                                                                                           \n",
       "[1375] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales\"                                                                                                                                                                                                       \n",
       "[1376] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales|f__Herpesviridae\"                                                                                                                                                                                      \n",
       "[1377] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales|f__Herpesviridae|g__Lymphocryptovirus\"                                                                                                                                                                 \n",
       "[1378] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales|f__Herpesviridae|g__Lymphocryptovirus|s__Human_herpesvirus_4\"                                                                                                                                          \n",
       "[1379] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Herpesvirales|f__Herpesviridae|g__Lymphocryptovirus|s__Human_herpesvirus_4|t__Human_herpesvirus_4_unclassified\"                                                                                                      \n",
       "[1380] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_sp_HGA1\"                                                                                                                                        \n",
       "[1381] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptostreptococcaceae|g__Peptostreptococcaceae_noname|s__Clostridium_difficile|t__GCF_000450985\"                                                                                                           \n",
       "[1382] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_sp_HGA1|t__GCF_000191845\"                                                                                                                       \n",
       "[1383] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_sp_7L76\"                                                                                                                                                    \n",
       "[1384] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parauberis\"                                                                                                                                              \n",
       "[1385] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_sp_7L76|t__GCF_000210115\"                                                                                                                                   \n",
       "[1386] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parauberis|t__Streptococcus_parauberis_unclassified\"                                                                                                     \n",
       "[1387] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Ralstonia\"                                                                                                                                                               \n",
       "[1388] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_ul36\"                                                                                                                                       \n",
       "[1389] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Ralstonia|s__Ralstonia_unclassified\"                                                                                                                                     \n",
       "[1390] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Ralstonia|s__Ralstonia_pickettii\"                                                                                                                                        \n",
       "[1391] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_ul36|t__PRJNA14331\"                                                                                                                         \n",
       "[1392] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Ralstonia|s__Ralstonia_pickettii|t__Ralstonia_pickettii_unclassified\"                                                                                                    \n",
       "[1393] \"k__Eukaryota|p__Eukaryota_noname\"                                                                                                                                                                                                                                      \n",
       "[1394] \"k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname\"                                                                                                                                                                                                                  \n",
       "[1395] \"k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname\"                                                                                                                                                                                              \n",
       "[1396] \"k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae\"                                                                                                                                                                               \n",
       "[1397] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Providencia\"                                                                                                                                                        \n",
       "[1398] \"k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae|g__Giardia\"                                                                                                                                                                    \n",
       "[1399] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_2_5\"                                                                                                                                                 \n",
       "[1400] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_multisaccharivorax\"                                                                                                                                         \n",
       "[1401] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Providencia|s__Providencia_rettgeri\"                                                                                                                                \n",
       "[1402] \"k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae|g__Giardia|s__Giardia_intestinalis\"                                                                                                                                            \n",
       "[1403] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_2_5|t__GCF_000159855\"                                                                                                                                \n",
       "[1404] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_multisaccharivorax|t__GCF_000218235\"                                                                                                                        \n",
       "[1405] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Providencia|s__Providencia_rettgeri|t__Providencia_rettgeri_unclassified\"                                                                                           \n",
       "[1406] \"k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae|g__Giardia|s__Giardia_intestinalis|t__GCA_000002435\"                                                                                                                           \n",
       "[1407] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Selenomonas|s__Selenomonas_artemidis\"                                                                                                                                              \n",
       "[1408] \"k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Selenomonas|s__Selenomonas_artemidis|t__GCF_000187125\"                                                                                                                             \n",
       "[1409] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_ovatus|t__GCF_000273195\"                                                                                                                                  \n",
       "[1410] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_influenzae\"                                                                                                                                    \n",
       "[1411] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_ICM7\"                                                                                                                               \n",
       "[1412] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_urogenitalis\"                                                                                                                                     \n",
       "[1413] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_macedonicus\"                                                                                                                                             \n",
       "[1414] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Haemophilus|s__Haemophilus_influenzae|t__Haemophilus_influenzae_unclassified\"                                                                                             \n",
       "[1415] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Lachnospiraceae_noname|s__Lachnospiraceae_bacterium_ICM7|t__GCF_000287675\"                                                                                                              \n",
       "[1416] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_urogenitalis|t__GCF_000159035\"                                                                                                                    \n",
       "[1417] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_macedonicus|t__GCF_000283635\"                                                                                                                            \n",
       "[1418] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_172\"                                                                                                                                \n",
       "[1419] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_saerimneri\"                                                                                                                                              \n",
       "[1420] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Neisseria|s__Neisseria_subflava\"                                                                                                                                               \n",
       "[1421] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_172|t__GCF_000466265\"                                                                                                               \n",
       "[1422] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_saerimneri|t__GCF_000317165\"                                                                                                                             \n",
       "[1423] \"k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Neisseria|s__Neisseria_subflava|t__GCF_000173955\"                                                                                                                              \n",
       "[1424] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__Podoviridae_noname\"                                                                                                                                                                   \n",
       "[1425] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__Podoviridae_noname|s__Clostridium_phage_phiCP7R\"                                                                                                                                      \n",
       "[1426] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Podoviridae|g__Podoviridae_noname|s__Clostridium_phage_phiCP7R|t__PRJNA167663\"                                                                                                                       \n",
       "[1427] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_finegoldii|t__GCF_000156195\"                                                                                                                              \n",
       "[1428] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Oribacterium|s__Oribacterium_sp_oral_taxon_078\"                                                                                                                                         \n",
       "[1429] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_albertii\"                                                                                                                                \n",
       "[1430] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Oribacterium|s__Oribacterium_sp_oral_taxon_078|t__Oribacterium_sp_oral_taxon_078_unclassified\"                                                                                          \n",
       "[1431] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_albertii|t__Escherichia_albertii_unclassified\"                                                                                           \n",
       "[1432] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Brachyspiraceae\"                                                                                                                                                                                      \n",
       "[1433] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Brachyspiraceae|g__Brachyspira\"                                                                                                                                                                       \n",
       "[1434] \"k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Brachyspiraceae|g__Brachyspira|s__Brachyspira_unclassified\"                                                                                                                                           \n",
       "[1435] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_pseudopneumoniae\"                                                                                                                                        \n",
       "[1436] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_pseudopneumoniae|t__Streptococcus_pseudopneumoniae_unclassified\"                                                                                         \n",
       "[1437] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Porcine_stool_associated_circular_virus_2\"                                                                                                                     \n",
       "[1438] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Porcine_stool_associated_circular_virus_2|t__PRJNA202891\"                                                                                                      \n",
       "[1439] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomyces\"                                                                                                                                                               \n",
       "[1440] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomyces|s__Debaryomyces_hansenii\"                                                                                                                                      \n",
       "[1441] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Proteus|s__Proteus_unclassified\"                                                                                                                                    \n",
       "[1442] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomyces|s__Debaryomyces_hansenii|t__GCA_000006445\"                                                                                                                     \n",
       "[1443] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Nakaseomyces\"                                                                                                                                                              \n",
       "[1444] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_sp_3_2_56FAA\"                                                                                                                                              \n",
       "[1445] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_1_19\"                                                                                                                                                \n",
       "[1446] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Nakaseomyces|s__Candida_glabrata\"                                                                                                                                          \n",
       "[1447] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida|s__Candida_tropicalis\"                                                                                                                                       \n",
       "[1448] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Anaerostipes|s__Anaerostipes_sp_3_2_56FAA|t__GCF_000185825\"                                                                                                                             \n",
       "[1449] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_1_19|t__GCF_000163655\"                                                                                                                               \n",
       "[1450] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Nakaseomyces|s__Candida_glabrata|t__GCA_000002545\"                                                                                                                         \n",
       "[1451] \"k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetales_noname|g__Candida|s__Candida_tropicalis|t__GCA_000006335\"                                                                                                                      \n",
       "[1452] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_unclassified\"                                                                                                                               \n",
       "[1453] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_jm3\"                                                                                                                                        \n",
       "[1454] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_jm3|t__PRJNA213075\"                                                                                                                         \n",
       "[1455] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Lactococcus_phage_936_sensu_lato|t__PRJNA17757\"                                                                                                               \n",
       "[1456] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parasanguinis|t__GCF_000260695\"                                                                                                                          \n",
       "[1457] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_vitulinus\"                                                                                                                                                 \n",
       "[1458] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_vitulinus|t__GCF_000286335\"                                                                                                                                \n",
       "[1459] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_coli\"                                                                                                                              \n",
       "[1460] \"k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_coli|t__Campylobacter_coli_unclassified\"                                                                                           \n",
       "[1461] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_mori\"                                                                                                                                  \n",
       "[1462] \"k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855\"                                                                                                                      \n",
       "[1463] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_mori|t__GCF_000211415\"                                                                                                                 \n",
       "[1464] \"k__Bacteria|p__Acidobacteria|c__Acidobacteriia|o__Acidobacteriales|f__Acidobacteriaceae|g__Acidobacteriaceae_unclassified\"                                                                                                                                             \n",
       "[1465] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_gasicomitatum\"                                                                                                                                               \n",
       "[1466] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_laneus\"                                                                                                                                               \n",
       "[1467] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_gasicomitatum|t__GCF_000196855\"                                                                                                                              \n",
       "[1468] \"k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_laneus|t__GCF_000243215\"                                                                                                                              \n",
       "[1469] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Dolosigranulum\"                                                                                                                                                                        \n",
       "[1470] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_striatum\"                                                                                                                               \n",
       "[1471] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_pseudodiphtheriticum\"                                                                                                                   \n",
       "[1472] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Dolosigranulum|s__Dolosigranulum_pigrum\"                                                                                                                                               \n",
       "[1473] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_striatum|t__GCF_000159135\"                                                                                                              \n",
       "[1474] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_pseudodiphtheriticum|t__GCF_000466825\"                                                                                                  \n",
       "[1475] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Carnobacteriaceae|g__Dolosigranulum|s__Dolosigranulum_pigrum|t__GCF_000245815\"                                                                                                                              \n",
       "[1476] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Streptococcus_phage_Sfi11\"                                                                                                                                    \n",
       "[1477] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Porcine_stool_associated_circular_virus_3\"                                                                                                                     \n",
       "[1478] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Siphoviridae|g__Siphoviridae_noname|s__Streptococcus_phage_Sfi11|t__PRJNA14054\"                                                                                                                      \n",
       "[1479] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Viruses_noname|g__Viruses_noname|s__Porcine_stool_associated_circular_virus_3|t__PRJNA202890\"                                                                                                      \n",
       "[1480] \"k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Fretibacterium\"                                                                                                                                                                      \n",
       "[1481] \"k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Fretibacterium|s__Fretibacterium_fastidiosum\"                                                                                                                                        \n",
       "[1482] \"k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Fretibacterium|s__Fretibacterium_fastidiosum|t__GCF_000210715\"                                                                                                                       \n",
       "[1483] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_stutzeri\"                                                                                                                                    \n",
       "[1484] \"k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_stutzeri|t__Pseudomonas_stutzeri_unclassified\"                                                                                               \n",
       "[1485] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sp_GMD5S\"                                                                                                                                                \n",
       "[1486] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_farciminis\"                                                                                                                                              \n",
       "[1487] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sp_GMD5S|t__GCF_000298715\"                                                                                                                               \n",
       "[1488] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_farciminis|t__GCF_000184535\"                                                                                                                             \n",
       "[1489] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Adenoviridae\"                                                                                                                                                                                      \n",
       "[1490] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Adenoviridae|g__Mastadenovirus\"                                                                                                                                                                    \n",
       "[1491] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Adenoviridae|g__Mastadenovirus|s__Human_adenovirus_D\"                                                                                                                                              \n",
       "[1492] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Adenoviridae|g__Mastadenovirus|s__Human_adenovirus_D|t__Human_adenovirus_D_unclassified\"                                                                                                           \n",
       "[1493] \"k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_oris|t__GCF_000180015\"                                                                                                                                   \n",
       "[1494] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum\"                                                                                                                                                               \n",
       "[1495] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum|s__Actinobaculum_massiliense\"                                                                                                                                  \n",
       "[1496] \"k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum|s__Actinobaculum_massiliense|t__GCF_000315465\"                                                                                                                 \n",
       "[1497] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Myoviridae\"                                                                                                                                                                                          \n",
       "[1498] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Myoviridae|g__PhiCD119likevirus\"                                                                                                                                                                     \n",
       "[1499] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Caudovirales|f__Myoviridae|g__PhiCD119likevirus|s__PhiCD119likevirus_unclassified\"                                                                                                                                   \n",
       "[1500] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae\"                                                                                                                                                                                     \n",
       "[1501] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae|g__Alphabaculovirus\"                                                                                                                                                                 \n",
       "[1502] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae|g__Alphabaculovirus|s__Bombyx_mori_nucleopolyhedrovirus\"                                                                                                                             \n",
       "[1503] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_termitidis\"                                                                                                                        \n",
       "[1504] \"k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae|g__Alphabaculovirus|s__Bombyx_mori_nucleopolyhedrovirus|t__Bombyx_mori_nucleopolyhedrovirus_unclassified\"                                                                            \n",
       "[1505] \"k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_termitidis|t__GCF_000504305\"                                                                                                       "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rownames(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "vscode": {
     "languageId": "r"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>\n",
       ".list-inline {list-style: none; margin:0; padding: 0}\n",
       ".list-inline>li {display: inline-block}\n",
       ".list-inline>li:not(:last-child)::after {content: \"\\00b7\"; padding: 0 .5ex}\n",
       "</style>\n",
       "<ol class=list-inline><li>'CCIS00146684ST-4-0'</li><li>'CCIS00281083ST-3-0'</li><li>'CCIS02124300ST-4-0'</li><li>'CCIS02379307ST-4-0'</li><li>'CCIS02856720ST-4-0'</li><li>'CCIS03473770ST-4-0'</li><li>'CCIS03857607ST-4-0'</li><li>'CCIS05314658ST-4-0'</li><li>'CCIS06260551ST-3-0'</li><li>'CCIS07277498ST-4-0'</li><li>'CCIS07539127ST-4-0'</li><li>'CCIS07648107ST-4-0'</li><li>'CCIS08668806ST-3-0'</li><li>'CCIS09568613ST-4-0'</li><li>'CCIS10706551ST-3-0'</li><li>'CCIS10793554ST-4-0'</li><li>'CCIS11015875ST-4-0'</li><li>'CCIS11019776ST-4-0'</li><li>'CCIS11354283ST-4-0'</li><li>'CCIS11362406ST-4-0'</li><li>'CCIS11558985ST-4-0'</li><li>'CCIS12370844ST-4-0'</li><li>'CCIS12656533ST-4-0'</li><li>'CCIS13047523ST-4-0'</li><li>'CCIS14449628ST-4-0'</li><li>'CCIS15704761ST-4-0'</li><li>'CCIS15794887ST-4-0'</li><li>'CCIS16326685ST-4-0'</li><li>'CCIS16383318ST-4-0'</li><li>'CCIS16561622ST-4-0'</li><li>'CCIS17669415ST-4-0'</li><li>'CCIS19142497ST-3-0'</li><li>'CCIS20795251ST-4-0'</li><li>'CCIS21126322ST-4-0'</li><li>'CCIS21278152ST-4-0'</li><li>'CCIS22275061ST-4-0'</li><li>'CCIS22416007ST-4-0'</li><li>'CCIS22906510ST-20-0'</li><li>'CCIS22958137ST-20-0'</li><li>'CCIS23164343ST-4-0'</li><li>'CCIS24254057ST-4-0'</li><li>'CCIS24898163ST-4-0'</li><li>'CCIS25399172ST-4-0'</li><li>'CCIS27304052ST-3-0'</li><li>'CCIS27927933ST-4-0'</li><li>'CCIS28384594ST-4-0'</li><li>'CCIS29210128ST-4-0'</li><li>'CCIS29688262ST-20-0'</li><li>'CCIS31434951ST-20-0'</li><li>'CCIS32105356ST-4-0'</li><li>'CCIS32452666ST-4-0'</li><li>'CCIS33816588ST-4-0'</li><li>'CCIS34055159ST-4-0'</li><li>'CCIS34604008ST-4-0'</li><li>'CCIS35092938ST-4-0'</li><li>'CCIS35100175ST-4-0'</li><li>'CCIS36699628ST-4-0'</li><li>'CCIS36797902ST-4-0'</li><li>'CCIS37250421ST-4-0'</li><li>'CCIS38765456ST-20-0'</li><li>'CCIS40244499ST-3-0'</li><li>'CCIS41222843ST-4-0'</li><li>'CCIS41288781ST-4-0'</li><li>'CCIS41548810ST-4-0'</li><li>'CCIS41692898ST-4-0'</li><li>'CCIS41806458ST-4-0'</li><li>'CCIS44093303ST-4-0'</li><li>'CCIS44676181ST-4-0'</li><li>'CCIS44743950ST-4-0'</li><li>'CCIS44757994ST-4-0'</li><li>'CCIS45571137ST-3-0'</li><li>'CCIS45793747ST-4-0'</li><li>'CCIS46047672ST-4-0'</li><li>'CCIS46467422ST-4-0'</li><li>'CCIS47284573ST-4-0'</li><li>'CCIS47745468ST-4-0'</li><li>'CCIS48174381ST-4-0'</li><li>'CCIS48507077ST-4-0'</li><li>'CCIS48579360ST-4-0'</li><li>'CCIS48725289ST-4-0'</li><li>'CCIS50003399ST-4-0'</li><li>'CCIS50148151ST-4-0'</li><li>'CCIS50369211ST-20-0'</li><li>'CCIS50471204ST-4-0'</li><li>'CCIS50561855ST-4-0'</li><li>'CCIS51595129ST-4-0'</li><li>'CCIS51667829ST-4-0'</li><li>'CCIS52234160ST-4-0'</li><li>'CCIS52370277ST-4-0'</li><li>'CCIS53043478ST-4-0'</li><li>'CCIS53355328ST-4-0'</li><li>'CCIS53557295ST-4-0'</li><li>'CCIS54027808ST-4-0'</li><li>'CCIS55230578ST-4-0'</li><li>'CCIS55531770ST-4-0'</li><li>'CCIS56503244ST-3-0'</li><li>'CCIS58234805ST-4-0'</li><li>'CCIS59132091ST-4-0'</li><li>'CCIS59903910ST-4-0'</li><li>'CCIS61287323ST-4-0'</li><li>'CCIS62605362ST-3-0'</li><li>'CCIS62794166ST-4-0'</li><li>'CCIS63448910ST-4-0'</li><li>'CCIS63468405ST-4-0'</li><li>'CCIS63910149ST-4-0'</li><li>'CCIS64773582ST-4-0'</li><li>'CCIS64785924ST-20-0'</li><li>'CCIS65479369ST-4-0'</li><li>'CCIS70398272ST-4-0'</li><li>'CCIS71301801ST-4-0'</li><li>'CCIS71578391ST-4-0'</li><li>'CCIS72607085ST-4-0'</li><li>'CCIS74239020ST-4-0'</li><li>'CCIS74726977ST-3-0'</li><li>'CCIS76563044ST-4-0'</li><li>'CCIS76845094ST-20-0'</li><li>'CCIS77100899ST-4-0'</li><li>'CCIS77252613ST-4-0'</li><li>'CCIS78100604ST-4-0'</li><li>'CCIS78318719ST-4-0'</li><li>'CCIS79210440ST-3-0'</li><li>'CCIS80834637ST-4-0'</li><li>'CCIS81139242ST-4-0'</li><li>'CCIS81710917ST-20-0'</li><li>'CCIS81735969ST-20-0'</li><li>'CCIS81887263ST-4-0'</li><li>'CCIS82146115ST-4-0'</li><li>'CCIS82507866ST-3-0'</li><li>'CCIS82944710ST-20-0'</li><li>'CCIS83445808ST-4-0'</li><li>'CCIS83574003ST-4-0'</li><li>'CCIS83870198ST-4-0'</li><li>'CCIS84543192ST-4-0'</li><li>'CCIS85214191ST-3-0'</li><li>'CCIS87116798ST-4-0'</li><li>'CCIS87167916ST-4-0'</li><li>'CCIS87252800ST-4-0'</li><li>'CCIS87290971ST-4-0'</li><li>'CCIS87605453ST-4-0'</li><li>'CCIS88007743ST-4-0'</li><li>'CCIS88317640ST-4-0'</li><li>'CCIS90164298ST-4-0'</li><li>'CCIS90166425ST-4-0'</li><li>'CCIS90443472ST-4-0'</li><li>'CCIS90903952ST-3-0'</li><li>'CCIS91228662ST-4-0'</li><li>'CCIS93040568ST-20-0'</li><li>'CCIS94417875ST-3-0'</li><li>'CCIS94496512ST-4-0'</li><li>'CCIS94603952ST-4-0'</li><li>'CCIS95097901ST-4-0'</li><li>'CCIS95409808ST-4-0'</li><li>'CCIS96387239ST-4-0'</li><li>'CCIS98482370ST-3-0'</li><li>'CCIS98512455ST-4-0'</li><li>'CCIS98832363ST-4-0'</li></ol>\n"
      ],
      "text/latex": [
       "\\begin{enumerate*}\n",
       "\\item 'CCIS00146684ST-4-0'\n",
       "\\item 'CCIS00281083ST-3-0'\n",
       "\\item 'CCIS02124300ST-4-0'\n",
       "\\item 'CCIS02379307ST-4-0'\n",
       "\\item 'CCIS02856720ST-4-0'\n",
       "\\item 'CCIS03473770ST-4-0'\n",
       "\\item 'CCIS03857607ST-4-0'\n",
       "\\item 'CCIS05314658ST-4-0'\n",
       "\\item 'CCIS06260551ST-3-0'\n",
       "\\item 'CCIS07277498ST-4-0'\n",
       "\\item 'CCIS07539127ST-4-0'\n",
       "\\item 'CCIS07648107ST-4-0'\n",
       "\\item 'CCIS08668806ST-3-0'\n",
       "\\item 'CCIS09568613ST-4-0'\n",
       "\\item 'CCIS10706551ST-3-0'\n",
       "\\item 'CCIS10793554ST-4-0'\n",
       "\\item 'CCIS11015875ST-4-0'\n",
       "\\item 'CCIS11019776ST-4-0'\n",
       "\\item 'CCIS11354283ST-4-0'\n",
       "\\item 'CCIS11362406ST-4-0'\n",
       "\\item 'CCIS11558985ST-4-0'\n",
       "\\item 'CCIS12370844ST-4-0'\n",
       "\\item 'CCIS12656533ST-4-0'\n",
       "\\item 'CCIS13047523ST-4-0'\n",
       "\\item 'CCIS14449628ST-4-0'\n",
       "\\item 'CCIS15704761ST-4-0'\n",
       "\\item 'CCIS15794887ST-4-0'\n",
       "\\item 'CCIS16326685ST-4-0'\n",
       "\\item 'CCIS16383318ST-4-0'\n",
       "\\item 'CCIS16561622ST-4-0'\n",
       "\\item 'CCIS17669415ST-4-0'\n",
       "\\item 'CCIS19142497ST-3-0'\n",
       "\\item 'CCIS20795251ST-4-0'\n",
       "\\item 'CCIS21126322ST-4-0'\n",
       "\\item 'CCIS21278152ST-4-0'\n",
       "\\item 'CCIS22275061ST-4-0'\n",
       "\\item 'CCIS22416007ST-4-0'\n",
       "\\item 'CCIS22906510ST-20-0'\n",
       "\\item 'CCIS22958137ST-20-0'\n",
       "\\item 'CCIS23164343ST-4-0'\n",
       "\\item 'CCIS24254057ST-4-0'\n",
       "\\item 'CCIS24898163ST-4-0'\n",
       "\\item 'CCIS25399172ST-4-0'\n",
       "\\item 'CCIS27304052ST-3-0'\n",
       "\\item 'CCIS27927933ST-4-0'\n",
       "\\item 'CCIS28384594ST-4-0'\n",
       "\\item 'CCIS29210128ST-4-0'\n",
       "\\item 'CCIS29688262ST-20-0'\n",
       "\\item 'CCIS31434951ST-20-0'\n",
       "\\item 'CCIS32105356ST-4-0'\n",
       "\\item 'CCIS32452666ST-4-0'\n",
       "\\item 'CCIS33816588ST-4-0'\n",
       "\\item 'CCIS34055159ST-4-0'\n",
       "\\item 'CCIS34604008ST-4-0'\n",
       "\\item 'CCIS35092938ST-4-0'\n",
       "\\item 'CCIS35100175ST-4-0'\n",
       "\\item 'CCIS36699628ST-4-0'\n",
       "\\item 'CCIS36797902ST-4-0'\n",
       "\\item 'CCIS37250421ST-4-0'\n",
       "\\item 'CCIS38765456ST-20-0'\n",
       "\\item 'CCIS40244499ST-3-0'\n",
       "\\item 'CCIS41222843ST-4-0'\n",
       "\\item 'CCIS41288781ST-4-0'\n",
       "\\item 'CCIS41548810ST-4-0'\n",
       "\\item 'CCIS41692898ST-4-0'\n",
       "\\item 'CCIS41806458ST-4-0'\n",
       "\\item 'CCIS44093303ST-4-0'\n",
       "\\item 'CCIS44676181ST-4-0'\n",
       "\\item 'CCIS44743950ST-4-0'\n",
       "\\item 'CCIS44757994ST-4-0'\n",
       "\\item 'CCIS45571137ST-3-0'\n",
       "\\item 'CCIS45793747ST-4-0'\n",
       "\\item 'CCIS46047672ST-4-0'\n",
       "\\item 'CCIS46467422ST-4-0'\n",
       "\\item 'CCIS47284573ST-4-0'\n",
       "\\item 'CCIS47745468ST-4-0'\n",
       "\\item 'CCIS48174381ST-4-0'\n",
       "\\item 'CCIS48507077ST-4-0'\n",
       "\\item 'CCIS48579360ST-4-0'\n",
       "\\item 'CCIS48725289ST-4-0'\n",
       "\\item 'CCIS50003399ST-4-0'\n",
       "\\item 'CCIS50148151ST-4-0'\n",
       "\\item 'CCIS50369211ST-20-0'\n",
       "\\item 'CCIS50471204ST-4-0'\n",
       "\\item 'CCIS50561855ST-4-0'\n",
       "\\item 'CCIS51595129ST-4-0'\n",
       "\\item 'CCIS51667829ST-4-0'\n",
       "\\item 'CCIS52234160ST-4-0'\n",
       "\\item 'CCIS52370277ST-4-0'\n",
       "\\item 'CCIS53043478ST-4-0'\n",
       "\\item 'CCIS53355328ST-4-0'\n",
       "\\item 'CCIS53557295ST-4-0'\n",
       "\\item 'CCIS54027808ST-4-0'\n",
       "\\item 'CCIS55230578ST-4-0'\n",
       "\\item 'CCIS55531770ST-4-0'\n",
       "\\item 'CCIS56503244ST-3-0'\n",
       "\\item 'CCIS58234805ST-4-0'\n",
       "\\item 'CCIS59132091ST-4-0'\n",
       "\\item 'CCIS59903910ST-4-0'\n",
       "\\item 'CCIS61287323ST-4-0'\n",
       "\\item 'CCIS62605362ST-3-0'\n",
       "\\item 'CCIS62794166ST-4-0'\n",
       "\\item 'CCIS63448910ST-4-0'\n",
       "\\item 'CCIS63468405ST-4-0'\n",
       "\\item 'CCIS63910149ST-4-0'\n",
       "\\item 'CCIS64773582ST-4-0'\n",
       "\\item 'CCIS64785924ST-20-0'\n",
       "\\item 'CCIS65479369ST-4-0'\n",
       "\\item 'CCIS70398272ST-4-0'\n",
       "\\item 'CCIS71301801ST-4-0'\n",
       "\\item 'CCIS71578391ST-4-0'\n",
       "\\item 'CCIS72607085ST-4-0'\n",
       "\\item 'CCIS74239020ST-4-0'\n",
       "\\item 'CCIS74726977ST-3-0'\n",
       "\\item 'CCIS76563044ST-4-0'\n",
       "\\item 'CCIS76845094ST-20-0'\n",
       "\\item 'CCIS77100899ST-4-0'\n",
       "\\item 'CCIS77252613ST-4-0'\n",
       "\\item 'CCIS78100604ST-4-0'\n",
       "\\item 'CCIS78318719ST-4-0'\n",
       "\\item 'CCIS79210440ST-3-0'\n",
       "\\item 'CCIS80834637ST-4-0'\n",
       "\\item 'CCIS81139242ST-4-0'\n",
       "\\item 'CCIS81710917ST-20-0'\n",
       "\\item 'CCIS81735969ST-20-0'\n",
       "\\item 'CCIS81887263ST-4-0'\n",
       "\\item 'CCIS82146115ST-4-0'\n",
       "\\item 'CCIS82507866ST-3-0'\n",
       "\\item 'CCIS82944710ST-20-0'\n",
       "\\item 'CCIS83445808ST-4-0'\n",
       "\\item 'CCIS83574003ST-4-0'\n",
       "\\item 'CCIS83870198ST-4-0'\n",
       "\\item 'CCIS84543192ST-4-0'\n",
       "\\item 'CCIS85214191ST-3-0'\n",
       "\\item 'CCIS87116798ST-4-0'\n",
       "\\item 'CCIS87167916ST-4-0'\n",
       "\\item 'CCIS87252800ST-4-0'\n",
       "\\item 'CCIS87290971ST-4-0'\n",
       "\\item 'CCIS87605453ST-4-0'\n",
       "\\item 'CCIS88007743ST-4-0'\n",
       "\\item 'CCIS88317640ST-4-0'\n",
       "\\item 'CCIS90164298ST-4-0'\n",
       "\\item 'CCIS90166425ST-4-0'\n",
       "\\item 'CCIS90443472ST-4-0'\n",
       "\\item 'CCIS90903952ST-3-0'\n",
       "\\item 'CCIS91228662ST-4-0'\n",
       "\\item 'CCIS93040568ST-20-0'\n",
       "\\item 'CCIS94417875ST-3-0'\n",
       "\\item 'CCIS94496512ST-4-0'\n",
       "\\item 'CCIS94603952ST-4-0'\n",
       "\\item 'CCIS95097901ST-4-0'\n",
       "\\item 'CCIS95409808ST-4-0'\n",
       "\\item 'CCIS96387239ST-4-0'\n",
       "\\item 'CCIS98482370ST-3-0'\n",
       "\\item 'CCIS98512455ST-4-0'\n",
       "\\item 'CCIS98832363ST-4-0'\n",
       "\\end{enumerate*}\n"
      ],
      "text/markdown": [
       "1. 'CCIS00146684ST-4-0'\n",
       "2. 'CCIS00281083ST-3-0'\n",
       "3. 'CCIS02124300ST-4-0'\n",
       "4. 'CCIS02379307ST-4-0'\n",
       "5. 'CCIS02856720ST-4-0'\n",
       "6. 'CCIS03473770ST-4-0'\n",
       "7. 'CCIS03857607ST-4-0'\n",
       "8. 'CCIS05314658ST-4-0'\n",
       "9. 'CCIS06260551ST-3-0'\n",
       "10. 'CCIS07277498ST-4-0'\n",
       "11. 'CCIS07539127ST-4-0'\n",
       "12. 'CCIS07648107ST-4-0'\n",
       "13. 'CCIS08668806ST-3-0'\n",
       "14. 'CCIS09568613ST-4-0'\n",
       "15. 'CCIS10706551ST-3-0'\n",
       "16. 'CCIS10793554ST-4-0'\n",
       "17. 'CCIS11015875ST-4-0'\n",
       "18. 'CCIS11019776ST-4-0'\n",
       "19. 'CCIS11354283ST-4-0'\n",
       "20. 'CCIS11362406ST-4-0'\n",
       "21. 'CCIS11558985ST-4-0'\n",
       "22. 'CCIS12370844ST-4-0'\n",
       "23. 'CCIS12656533ST-4-0'\n",
       "24. 'CCIS13047523ST-4-0'\n",
       "25. 'CCIS14449628ST-4-0'\n",
       "26. 'CCIS15704761ST-4-0'\n",
       "27. 'CCIS15794887ST-4-0'\n",
       "28. 'CCIS16326685ST-4-0'\n",
       "29. 'CCIS16383318ST-4-0'\n",
       "30. 'CCIS16561622ST-4-0'\n",
       "31. 'CCIS17669415ST-4-0'\n",
       "32. 'CCIS19142497ST-3-0'\n",
       "33. 'CCIS20795251ST-4-0'\n",
       "34. 'CCIS21126322ST-4-0'\n",
       "35. 'CCIS21278152ST-4-0'\n",
       "36. 'CCIS22275061ST-4-0'\n",
       "37. 'CCIS22416007ST-4-0'\n",
       "38. 'CCIS22906510ST-20-0'\n",
       "39. 'CCIS22958137ST-20-0'\n",
       "40. 'CCIS23164343ST-4-0'\n",
       "41. 'CCIS24254057ST-4-0'\n",
       "42. 'CCIS24898163ST-4-0'\n",
       "43. 'CCIS25399172ST-4-0'\n",
       "44. 'CCIS27304052ST-3-0'\n",
       "45. 'CCIS27927933ST-4-0'\n",
       "46. 'CCIS28384594ST-4-0'\n",
       "47. 'CCIS29210128ST-4-0'\n",
       "48. 'CCIS29688262ST-20-0'\n",
       "49. 'CCIS31434951ST-20-0'\n",
       "50. 'CCIS32105356ST-4-0'\n",
       "51. 'CCIS32452666ST-4-0'\n",
       "52. 'CCIS33816588ST-4-0'\n",
       "53. 'CCIS34055159ST-4-0'\n",
       "54. 'CCIS34604008ST-4-0'\n",
       "55. 'CCIS35092938ST-4-0'\n",
       "56. 'CCIS35100175ST-4-0'\n",
       "57. 'CCIS36699628ST-4-0'\n",
       "58. 'CCIS36797902ST-4-0'\n",
       "59. 'CCIS37250421ST-4-0'\n",
       "60. 'CCIS38765456ST-20-0'\n",
       "61. 'CCIS40244499ST-3-0'\n",
       "62. 'CCIS41222843ST-4-0'\n",
       "63. 'CCIS41288781ST-4-0'\n",
       "64. 'CCIS41548810ST-4-0'\n",
       "65. 'CCIS41692898ST-4-0'\n",
       "66. 'CCIS41806458ST-4-0'\n",
       "67. 'CCIS44093303ST-4-0'\n",
       "68. 'CCIS44676181ST-4-0'\n",
       "69. 'CCIS44743950ST-4-0'\n",
       "70. 'CCIS44757994ST-4-0'\n",
       "71. 'CCIS45571137ST-3-0'\n",
       "72. 'CCIS45793747ST-4-0'\n",
       "73. 'CCIS46047672ST-4-0'\n",
       "74. 'CCIS46467422ST-4-0'\n",
       "75. 'CCIS47284573ST-4-0'\n",
       "76. 'CCIS47745468ST-4-0'\n",
       "77. 'CCIS48174381ST-4-0'\n",
       "78. 'CCIS48507077ST-4-0'\n",
       "79. 'CCIS48579360ST-4-0'\n",
       "80. 'CCIS48725289ST-4-0'\n",
       "81. 'CCIS50003399ST-4-0'\n",
       "82. 'CCIS50148151ST-4-0'\n",
       "83. 'CCIS50369211ST-20-0'\n",
       "84. 'CCIS50471204ST-4-0'\n",
       "85. 'CCIS50561855ST-4-0'\n",
       "86. 'CCIS51595129ST-4-0'\n",
       "87. 'CCIS51667829ST-4-0'\n",
       "88. 'CCIS52234160ST-4-0'\n",
       "89. 'CCIS52370277ST-4-0'\n",
       "90. 'CCIS53043478ST-4-0'\n",
       "91. 'CCIS53355328ST-4-0'\n",
       "92. 'CCIS53557295ST-4-0'\n",
       "93. 'CCIS54027808ST-4-0'\n",
       "94. 'CCIS55230578ST-4-0'\n",
       "95. 'CCIS55531770ST-4-0'\n",
       "96. 'CCIS56503244ST-3-0'\n",
       "97. 'CCIS58234805ST-4-0'\n",
       "98. 'CCIS59132091ST-4-0'\n",
       "99. 'CCIS59903910ST-4-0'\n",
       "100. 'CCIS61287323ST-4-0'\n",
       "101. 'CCIS62605362ST-3-0'\n",
       "102. 'CCIS62794166ST-4-0'\n",
       "103. 'CCIS63448910ST-4-0'\n",
       "104. 'CCIS63468405ST-4-0'\n",
       "105. 'CCIS63910149ST-4-0'\n",
       "106. 'CCIS64773582ST-4-0'\n",
       "107. 'CCIS64785924ST-20-0'\n",
       "108. 'CCIS65479369ST-4-0'\n",
       "109. 'CCIS70398272ST-4-0'\n",
       "110. 'CCIS71301801ST-4-0'\n",
       "111. 'CCIS71578391ST-4-0'\n",
       "112. 'CCIS72607085ST-4-0'\n",
       "113. 'CCIS74239020ST-4-0'\n",
       "114. 'CCIS74726977ST-3-0'\n",
       "115. 'CCIS76563044ST-4-0'\n",
       "116. 'CCIS76845094ST-20-0'\n",
       "117. 'CCIS77100899ST-4-0'\n",
       "118. 'CCIS77252613ST-4-0'\n",
       "119. 'CCIS78100604ST-4-0'\n",
       "120. 'CCIS78318719ST-4-0'\n",
       "121. 'CCIS79210440ST-3-0'\n",
       "122. 'CCIS80834637ST-4-0'\n",
       "123. 'CCIS81139242ST-4-0'\n",
       "124. 'CCIS81710917ST-20-0'\n",
       "125. 'CCIS81735969ST-20-0'\n",
       "126. 'CCIS81887263ST-4-0'\n",
       "127. 'CCIS82146115ST-4-0'\n",
       "128. 'CCIS82507866ST-3-0'\n",
       "129. 'CCIS82944710ST-20-0'\n",
       "130. 'CCIS83445808ST-4-0'\n",
       "131. 'CCIS83574003ST-4-0'\n",
       "132. 'CCIS83870198ST-4-0'\n",
       "133. 'CCIS84543192ST-4-0'\n",
       "134. 'CCIS85214191ST-3-0'\n",
       "135. 'CCIS87116798ST-4-0'\n",
       "136. 'CCIS87167916ST-4-0'\n",
       "137. 'CCIS87252800ST-4-0'\n",
       "138. 'CCIS87290971ST-4-0'\n",
       "139. 'CCIS87605453ST-4-0'\n",
       "140. 'CCIS88007743ST-4-0'\n",
       "141. 'CCIS88317640ST-4-0'\n",
       "142. 'CCIS90164298ST-4-0'\n",
       "143. 'CCIS90166425ST-4-0'\n",
       "144. 'CCIS90443472ST-4-0'\n",
       "145. 'CCIS90903952ST-3-0'\n",
       "146. 'CCIS91228662ST-4-0'\n",
       "147. 'CCIS93040568ST-20-0'\n",
       "148. 'CCIS94417875ST-3-0'\n",
       "149. 'CCIS94496512ST-4-0'\n",
       "150. 'CCIS94603952ST-4-0'\n",
       "151. 'CCIS95097901ST-4-0'\n",
       "152. 'CCIS95409808ST-4-0'\n",
       "153. 'CCIS96387239ST-4-0'\n",
       "154. 'CCIS98482370ST-3-0'\n",
       "155. 'CCIS98512455ST-4-0'\n",
       "156. 'CCIS98832363ST-4-0'\n",
       "\n",
       "\n"
      ],
      "text/plain": [
       "  [1] \"CCIS00146684ST-4-0\"  \"CCIS00281083ST-3-0\"  \"CCIS02124300ST-4-0\" \n",
       "  [4] \"CCIS02379307ST-4-0\"  \"CCIS02856720ST-4-0\"  \"CCIS03473770ST-4-0\" \n",
       "  [7] \"CCIS03857607ST-4-0\"  \"CCIS05314658ST-4-0\"  \"CCIS06260551ST-3-0\" \n",
       " [10] \"CCIS07277498ST-4-0\"  \"CCIS07539127ST-4-0\"  \"CCIS07648107ST-4-0\" \n",
       " [13] \"CCIS08668806ST-3-0\"  \"CCIS09568613ST-4-0\"  \"CCIS10706551ST-3-0\" \n",
       " [16] \"CCIS10793554ST-4-0\"  \"CCIS11015875ST-4-0\"  \"CCIS11019776ST-4-0\" \n",
       " [19] \"CCIS11354283ST-4-0\"  \"CCIS11362406ST-4-0\"  \"CCIS11558985ST-4-0\" \n",
       " [22] \"CCIS12370844ST-4-0\"  \"CCIS12656533ST-4-0\"  \"CCIS13047523ST-4-0\" \n",
       " [25] \"CCIS14449628ST-4-0\"  \"CCIS15704761ST-4-0\"  \"CCIS15794887ST-4-0\" \n",
       " [28] \"CCIS16326685ST-4-0\"  \"CCIS16383318ST-4-0\"  \"CCIS16561622ST-4-0\" \n",
       " [31] \"CCIS17669415ST-4-0\"  \"CCIS19142497ST-3-0\"  \"CCIS20795251ST-4-0\" \n",
       " [34] \"CCIS21126322ST-4-0\"  \"CCIS21278152ST-4-0\"  \"CCIS22275061ST-4-0\" \n",
       " [37] \"CCIS22416007ST-4-0\"  \"CCIS22906510ST-20-0\" \"CCIS22958137ST-20-0\"\n",
       " [40] \"CCIS23164343ST-4-0\"  \"CCIS24254057ST-4-0\"  \"CCIS24898163ST-4-0\" \n",
       " [43] \"CCIS25399172ST-4-0\"  \"CCIS27304052ST-3-0\"  \"CCIS27927933ST-4-0\" \n",
       " [46] \"CCIS28384594ST-4-0\"  \"CCIS29210128ST-4-0\"  \"CCIS29688262ST-20-0\"\n",
       " [49] \"CCIS31434951ST-20-0\" \"CCIS32105356ST-4-0\"  \"CCIS32452666ST-4-0\" \n",
       " [52] \"CCIS33816588ST-4-0\"  \"CCIS34055159ST-4-0\"  \"CCIS34604008ST-4-0\" \n",
       " [55] \"CCIS35092938ST-4-0\"  \"CCIS35100175ST-4-0\"  \"CCIS36699628ST-4-0\" \n",
       " [58] \"CCIS36797902ST-4-0\"  \"CCIS37250421ST-4-0\"  \"CCIS38765456ST-20-0\"\n",
       " [61] \"CCIS40244499ST-3-0\"  \"CCIS41222843ST-4-0\"  \"CCIS41288781ST-4-0\" \n",
       " [64] \"CCIS41548810ST-4-0\"  \"CCIS41692898ST-4-0\"  \"CCIS41806458ST-4-0\" \n",
       " [67] \"CCIS44093303ST-4-0\"  \"CCIS44676181ST-4-0\"  \"CCIS44743950ST-4-0\" \n",
       " [70] \"CCIS44757994ST-4-0\"  \"CCIS45571137ST-3-0\"  \"CCIS45793747ST-4-0\" \n",
       " [73] \"CCIS46047672ST-4-0\"  \"CCIS46467422ST-4-0\"  \"CCIS47284573ST-4-0\" \n",
       " [76] \"CCIS47745468ST-4-0\"  \"CCIS48174381ST-4-0\"  \"CCIS48507077ST-4-0\" \n",
       " [79] \"CCIS48579360ST-4-0\"  \"CCIS48725289ST-4-0\"  \"CCIS50003399ST-4-0\" \n",
       " [82] \"CCIS50148151ST-4-0\"  \"CCIS50369211ST-20-0\" \"CCIS50471204ST-4-0\" \n",
       " [85] \"CCIS50561855ST-4-0\"  \"CCIS51595129ST-4-0\"  \"CCIS51667829ST-4-0\" \n",
       " [88] \"CCIS52234160ST-4-0\"  \"CCIS52370277ST-4-0\"  \"CCIS53043478ST-4-0\" \n",
       " [91] \"CCIS53355328ST-4-0\"  \"CCIS53557295ST-4-0\"  \"CCIS54027808ST-4-0\" \n",
       " [94] \"CCIS55230578ST-4-0\"  \"CCIS55531770ST-4-0\"  \"CCIS56503244ST-3-0\" \n",
       " [97] \"CCIS58234805ST-4-0\"  \"CCIS59132091ST-4-0\"  \"CCIS59903910ST-4-0\" \n",
       "[100] \"CCIS61287323ST-4-0\"  \"CCIS62605362ST-3-0\"  \"CCIS62794166ST-4-0\" \n",
       "[103] \"CCIS63448910ST-4-0\"  \"CCIS63468405ST-4-0\"  \"CCIS63910149ST-4-0\" \n",
       "[106] \"CCIS64773582ST-4-0\"  \"CCIS64785924ST-20-0\" \"CCIS65479369ST-4-0\" \n",
       "[109] \"CCIS70398272ST-4-0\"  \"CCIS71301801ST-4-0\"  \"CCIS71578391ST-4-0\" \n",
       "[112] \"CCIS72607085ST-4-0\"  \"CCIS74239020ST-4-0\"  \"CCIS74726977ST-3-0\" \n",
       "[115] \"CCIS76563044ST-4-0\"  \"CCIS76845094ST-20-0\" \"CCIS77100899ST-4-0\" \n",
       "[118] \"CCIS77252613ST-4-0\"  \"CCIS78100604ST-4-0\"  \"CCIS78318719ST-4-0\" \n",
       "[121] \"CCIS79210440ST-3-0\"  \"CCIS80834637ST-4-0\"  \"CCIS81139242ST-4-0\" \n",
       "[124] \"CCIS81710917ST-20-0\" \"CCIS81735969ST-20-0\" \"CCIS81887263ST-4-0\" \n",
       "[127] \"CCIS82146115ST-4-0\"  \"CCIS82507866ST-3-0\"  \"CCIS82944710ST-20-0\"\n",
       "[130] \"CCIS83445808ST-4-0\"  \"CCIS83574003ST-4-0\"  \"CCIS83870198ST-4-0\" \n",
       "[133] \"CCIS84543192ST-4-0\"  \"CCIS85214191ST-3-0\"  \"CCIS87116798ST-4-0\" \n",
       "[136] \"CCIS87167916ST-4-0\"  \"CCIS87252800ST-4-0\"  \"CCIS87290971ST-4-0\" \n",
       "[139] \"CCIS87605453ST-4-0\"  \"CCIS88007743ST-4-0\"  \"CCIS88317640ST-4-0\" \n",
       "[142] \"CCIS90164298ST-4-0\"  \"CCIS90166425ST-4-0\"  \"CCIS90443472ST-4-0\" \n",
       "[145] \"CCIS90903952ST-3-0\"  \"CCIS91228662ST-4-0\"  \"CCIS93040568ST-20-0\"\n",
       "[148] \"CCIS94417875ST-3-0\"  \"CCIS94496512ST-4-0\"  \"CCIS94603952ST-4-0\" \n",
       "[151] \"CCIS95097901ST-4-0\"  \"CCIS95409808ST-4-0\"  \"CCIS96387239ST-4-0\" \n",
       "[154] \"CCIS98482370ST-3-0\"  \"CCIS98512455ST-4-0\"  \"CCIS98832363ST-4-0\" "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "colnames(data)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For simplicity, let's only use the \"n\" and \"cancer\" states (and remove the adenomas).\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "vscode": {
     "languageId": "r"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>\n",
       ".list-inline {list-style: none; margin:0; padding: 0}\n",
       ".list-inline>li {display: inline-block}\n",
       ".list-inline>li:not(:last-child)::after {content: \"\\00b7\"; padding: 0 .5ex}\n",
       "</style>\n",
       "<ol class=list-inline><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'small_adenoma'</li><li>'n'</li><li>'n'</li><li>'small_adenoma'</li><li>'cancer'</li><li>'large_adenoma'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'large_adenoma'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'large_adenoma'</li><li>'cancer'</li><li>'small_adenoma'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'small_adenoma'</li><li>'small_adenoma'</li><li>'n'</li><li>'n'</li><li>'large_adenoma'</li><li>'n'</li><li>'n'</li><li>'small_adenoma'</li><li>'small_adenoma'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'small_adenoma'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'small_adenoma'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'small_adenoma'</li><li>'n'</li><li>'small_adenoma'</li><li>'small_adenoma'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'large_adenoma'</li><li>'n'</li><li>'small_adenoma'</li><li>'small_adenoma'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'small_adenoma'</li><li>'n'</li><li>'large_adenoma'</li><li>'n'</li><li>'small_adenoma'</li><li>'large_adenoma'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'small_adenoma'</li><li>'small_adenoma'</li><li>'cancer'</li><li>'small_adenoma'</li><li>'large_adenoma'</li><li>'cancer'</li><li>'cancer'</li><li>'small_adenoma'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'small_adenoma'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'small_adenoma'</li><li>'small_adenoma'</li><li>'cancer'</li><li>'large_adenoma'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'small_adenoma'</li><li>'large_adenoma'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'small_adenoma'</li><li>'large_adenoma'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'large_adenoma'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'large_adenoma'</li><li>'large_adenoma'</li><li>'large_adenoma'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'small_adenoma'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'small_adenoma'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li></ol>\n"
      ],
      "text/latex": [
       "\\begin{enumerate*}\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'n'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'n'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'n'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'n'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'small\\_adenoma'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'large\\_adenoma'\n",
       "\\item 'cancer'\n",
       "\\item 'n'\n",
       "\\item 'n'\n",
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       "\\item 'n'\n",
       "\\item 'cancer'\n",
       "\\item 'cancer'\n",
       "\\end{enumerate*}\n"
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       "1. 'n'\n",
       "2. 'n'\n",
       "3. 'n'\n",
       "4. 'cancer'\n",
       "5. 'n'\n",
       "6. 'n'\n",
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       "31. 'cancer'\n",
       "32. 'large_adenoma'\n",
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       "35. 'cancer'\n",
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       "41. 'cancer'\n",
       "42. 'small_adenoma'\n",
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       "46. 'large_adenoma'\n",
       "47. 'n'\n",
       "48. 'n'\n",
       "49. 'small_adenoma'\n",
       "50. 'small_adenoma'\n",
       "51. 'n'\n",
       "52. 'cancer'\n",
       "53. 'cancer'\n",
       "54. 'n'\n",
       "55. 'small_adenoma'\n",
       "56. 'cancer'\n",
       "57. 'n'\n",
       "58. 'n'\n",
       "59. 'small_adenoma'\n",
       "60. 'cancer'\n",
       "61. 'cancer'\n",
       "62. 'cancer'\n",
       "63. 'cancer'\n",
       "64. 'cancer'\n",
       "65. 'n'\n",
       "66. 'small_adenoma'\n",
       "67. 'n'\n",
       "68. 'small_adenoma'\n",
       "69. 'small_adenoma'\n",
       "70. 'cancer'\n",
       "71. 'n'\n",
       "72. 'n'\n",
       "73. 'cancer'\n",
       "74. 'cancer'\n",
       "75. 'cancer'\n",
       "76. 'large_adenoma'\n",
       "77. 'n'\n",
       "78. 'small_adenoma'\n",
       "79. 'small_adenoma'\n",
       "80. 'cancer'\n",
       "81. 'n'\n",
       "82. 'cancer'\n",
       "83. 'small_adenoma'\n",
       "84. 'n'\n",
       "85. 'large_adenoma'\n",
       "86. 'n'\n",
       "87. 'small_adenoma'\n",
       "88. 'large_adenoma'\n",
       "89. 'cancer'\n",
       "90. 'cancer'\n",
       "91. 'cancer'\n",
       "92. 'small_adenoma'\n",
       "93. 'small_adenoma'\n",
       "94. 'cancer'\n",
       "95. 'small_adenoma'\n",
       "96. 'large_adenoma'\n",
       "97. 'cancer'\n",
       "98. 'cancer'\n",
       "99. 'small_adenoma'\n",
       "100. 'cancer'\n",
       "101. 'cancer'\n",
       "102. 'cancer'\n",
       "103. 'n'\n",
       "104. 'n'\n",
       "105. 'n'\n",
       "106. 'n'\n",
       "107. 'n'\n",
       "108. 'cancer'\n",
       "109. 'small_adenoma'\n",
       "110. 'cancer'\n",
       "111. 'n'\n",
       "112. 'cancer'\n",
       "113. 'n'\n",
       "114. 'small_adenoma'\n",
       "115. 'small_adenoma'\n",
       "116. 'cancer'\n",
       "117. 'large_adenoma'\n",
       "118. 'cancer'\n",
       "119. 'n'\n",
       "120. 'cancer'\n",
       "121. 'n'\n",
       "122. 'n'\n",
       "123. 'n'\n",
       "124. 'small_adenoma'\n",
       "125. 'large_adenoma'\n",
       "126. 'cancer'\n",
       "127. 'cancer'\n",
       "128. 'n'\n",
       "129. 'n'\n",
       "130. 'small_adenoma'\n",
       "131. 'large_adenoma'\n",
       "132. 'cancer'\n",
       "133. 'cancer'\n",
       "134. 'cancer'\n",
       "135. 'cancer'\n",
       "136. 'cancer'\n",
       "137. 'cancer'\n",
       "138. 'large_adenoma'\n",
       "139. 'cancer'\n",
       "140. 'n'\n",
       "141. 'n'\n",
       "142. 'n'\n",
       "143. 'large_adenoma'\n",
       "144. 'large_adenoma'\n",
       "145. 'large_adenoma'\n",
       "146. 'cancer'\n",
       "147. 'n'\n",
       "148. 'n'\n",
       "149. 'small_adenoma'\n",
       "150. 'n'\n",
       "151. 'n'\n",
       "152. 'n'\n",
       "153. 'small_adenoma'\n",
       "154. 'n'\n",
       "155. 'cancer'\n",
       "156. 'cancer'\n",
       "\n",
       "\n"
      ],
      "text/plain": [
       "  [1] \"n\"             \"n\"             \"n\"             \"cancer\"       \n",
       "  [5] \"n\"             \"n\"             \"n\"             \"n\"            \n",
       "  [9] \"cancer\"        \"n\"             \"n\"             \"n\"            \n",
       " [13] \"small_adenoma\" \"n\"             \"n\"             \"small_adenoma\"\n",
       " [17] \"cancer\"        \"large_adenoma\" \"n\"             \"n\"            \n",
       " [21] \"n\"             \"cancer\"        \"cancer\"        \"n\"            \n",
       " [25] \"cancer\"        \"cancer\"        \"n\"             \"n\"            \n",
       " [29] \"n\"             \"n\"             \"cancer\"        \"large_adenoma\"\n",
       " [33] \"n\"             \"n\"             \"cancer\"        \"large_adenoma\"\n",
       " [37] \"cancer\"        \"small_adenoma\" \"cancer\"        \"n\"            \n",
       " [41] \"cancer\"        \"small_adenoma\" \"small_adenoma\" \"n\"            \n",
       " [45] \"n\"             \"large_adenoma\" \"n\"             \"n\"            \n",
       " [49] \"small_adenoma\" \"small_adenoma\" \"n\"             \"cancer\"       \n",
       " [53] \"cancer\"        \"n\"             \"small_adenoma\" \"cancer\"       \n",
       " [57] \"n\"             \"n\"             \"small_adenoma\" \"cancer\"       \n",
       " [61] \"cancer\"        \"cancer\"        \"cancer\"        \"cancer\"       \n",
       " [65] \"n\"             \"small_adenoma\" \"n\"             \"small_adenoma\"\n",
       " [69] \"small_adenoma\" \"cancer\"        \"n\"             \"n\"            \n",
       " [73] \"cancer\"        \"cancer\"        \"cancer\"        \"large_adenoma\"\n",
       " [77] \"n\"             \"small_adenoma\" \"small_adenoma\" \"cancer\"       \n",
       " [81] \"n\"             \"cancer\"        \"small_adenoma\" \"n\"            \n",
       " [85] \"large_adenoma\" \"n\"             \"small_adenoma\" \"large_adenoma\"\n",
       " [89] \"cancer\"        \"cancer\"        \"cancer\"        \"small_adenoma\"\n",
       " [93] \"small_adenoma\" \"cancer\"        \"small_adenoma\" \"large_adenoma\"\n",
       " [97] \"cancer\"        \"cancer\"        \"small_adenoma\" \"cancer\"       \n",
       "[101] \"cancer\"        \"cancer\"        \"n\"             \"n\"            \n",
       "[105] \"n\"             \"n\"             \"n\"             \"cancer\"       \n",
       "[109] \"small_adenoma\" \"cancer\"        \"n\"             \"cancer\"       \n",
       "[113] \"n\"             \"small_adenoma\" \"small_adenoma\" \"cancer\"       \n",
       "[117] \"large_adenoma\" \"cancer\"        \"n\"             \"cancer\"       \n",
       "[121] \"n\"             \"n\"             \"n\"             \"small_adenoma\"\n",
       "[125] \"large_adenoma\" \"cancer\"        \"cancer\"        \"n\"            \n",
       "[129] \"n\"             \"small_adenoma\" \"large_adenoma\" \"cancer\"       \n",
       "[133] \"cancer\"        \"cancer\"        \"cancer\"        \"cancer\"       \n",
       "[137] \"cancer\"        \"large_adenoma\" \"cancer\"        \"n\"            \n",
       "[141] \"n\"             \"n\"             \"large_adenoma\" \"large_adenoma\"\n",
       "[145] \"large_adenoma\" \"cancer\"        \"n\"             \"n\"            \n",
       "[149] \"small_adenoma\" \"n\"             \"n\"             \"n\"            \n",
       "[153] \"small_adenoma\" \"n\"             \"cancer\"        \"cancer\"       "
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       "<ol class=list-inline><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'n'</li><li>'cancer'</li><li>'cancer'</li></ol>\n"
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       "38. 'n'\n",
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       "42. 'cancer'\n",
       "43. 'n'\n",
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       "46. 'n'\n",
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       "48. 'cancer'\n",
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       "50. 'cancer'\n",
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       "69. 'cancer'\n",
       "70. 'cancer'\n",
       "71. 'cancer'\n",
       "72. 'cancer'\n",
       "73. 'cancer'\n",
       "74. 'cancer'\n",
       "75. 'n'\n",
       "76. 'n'\n",
       "77. 'n'\n",
       "78. 'n'\n",
       "79. 'n'\n",
       "80. 'cancer'\n",
       "81. 'cancer'\n",
       "82. 'n'\n",
       "83. 'cancer'\n",
       "84. 'n'\n",
       "85. 'cancer'\n",
       "86. 'cancer'\n",
       "87. 'n'\n",
       "88. 'cancer'\n",
       "89. 'n'\n",
       "90. 'n'\n",
       "91. 'n'\n",
       "92. 'cancer'\n",
       "93. 'cancer'\n",
       "94. 'n'\n",
       "95. 'n'\n",
       "96. 'cancer'\n",
       "97. 'cancer'\n",
       "98. 'cancer'\n",
       "99. 'cancer'\n",
       "100. 'cancer'\n",
       "101. 'cancer'\n",
       "102. 'cancer'\n",
       "103. 'n'\n",
       "104. 'n'\n",
       "105. 'n'\n",
       "106. 'cancer'\n",
       "107. 'n'\n",
       "108. 'n'\n",
       "109. 'n'\n",
       "110. 'n'\n",
       "111. 'n'\n",
       "112. 'n'\n",
       "113. 'cancer'\n",
       "114. 'cancer'\n",
       "\n",
       "\n"
      ],
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       "  [1] \"n\"      \"n\"      \"n\"      \"cancer\" \"n\"      \"n\"      \"n\"      \"n\"     \n",
       "  [9] \"cancer\" \"n\"      \"n\"      \"n\"      \"n\"      \"n\"      \"cancer\" \"n\"     \n",
       " [17] \"n\"      \"n\"      \"cancer\" \"cancer\" \"n\"      \"cancer\" \"cancer\" \"n\"     \n",
       " [25] \"n\"      \"n\"      \"n\"      \"cancer\" \"n\"      \"n\"      \"cancer\" \"cancer\"\n",
       " [33] \"cancer\" \"n\"      \"cancer\" \"n\"      \"n\"      \"n\"      \"n\"      \"n\"     \n",
       " [41] \"cancer\" \"cancer\" \"n\"      \"cancer\" \"n\"      \"n\"      \"cancer\" \"cancer\"\n",
       " [49] \"cancer\" \"cancer\" \"cancer\" \"n\"      \"n\"      \"cancer\" \"n\"      \"n\"     \n",
       " [57] \"cancer\" \"cancer\" \"cancer\" \"n\"      \"cancer\" \"n\"      \"cancer\" \"n\"     \n",
       " [65] \"n\"      \"cancer\" \"cancer\" \"cancer\" \"cancer\" \"cancer\" \"cancer\" \"cancer\"\n",
       " [73] \"cancer\" \"cancer\" \"n\"      \"n\"      \"n\"      \"n\"      \"n\"      \"cancer\"\n",
       " [81] \"cancer\" \"n\"      \"cancer\" \"n\"      \"cancer\" \"cancer\" \"n\"      \"cancer\"\n",
       " [89] \"n\"      \"n\"      \"n\"      \"cancer\" \"cancer\" \"n\"      \"n\"      \"cancer\"\n",
       " [97] \"cancer\" \"cancer\" \"cancer\" \"cancer\" \"cancer\" \"cancer\" \"n\"      \"n\"     \n",
       "[105] \"n\"      \"cancer\" \"n\"      \"n\"      \"n\"      \"n\"      \"n\"      \"n\"     \n",
       "[113] \"cancer\" \"cancer\""
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   ],
   "source": [
    "data$disease\n",
    "\n",
    "dataCancerNoCancer = data[, data$disease %in% c(\"n\", \"cancer\")]\n",
    "\n",
    "dataCancerNoCancer$disease"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Lasso regression\n",
    "Let's perform lasso regression. In this case, the response variable is categorical (cancer or no cancer) so we can use a binomial model, which is a subset of logistic models. \n",
    "\n",
    "__i) According to the crossvalidation analysis, how many species of microbe should we include in a predictive model of colon cancer?__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "vscode": {
     "languageId": "r"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 600,
       "width": 900
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "y = factor(dataCancerNoCancer$disease)\n",
    "x = t(exprs(dataCancerNoCancer))\n",
    "\n",
    "lassoFit = glmnet(y=y, x=x, family=\"binomial\")\n",
    "\n",
    "plot(lassoFit, xvar = \"lambda\", label = TRUE)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "vscode": {
     "languageId": "r"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 600,
       "width": 900
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "crossValidationOutput <- cv.glmnet(y=factor(dataCancerNoCancer$disease),\n",
    "                                   x=t(exprs(dataCancerNoCancer)), family=\"binomial\")\n",
    "\n",
    "plot(crossValidationOutput)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "vscode": {
     "languageId": "r"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "               \n",
       "confusionMatrix cancer  n\n",
       "         cancer     44  2\n",
       "         n           9 59"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "bestLambda = crossValidationOutput$lambda.min\n",
    "confusionMatrix = predict(lassoFit, newx = t(exprs(dataCancerNoCancer)), type=\"class\",s=bestLambda)\n",
    "table(confusionMatrix, dataCancerNoCancer$disease)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "ii) Write code to extract the number of false positives (non-cancer patients that are predicted to have cancer) and false negatives (cancer patients that are predicted to not have cancer)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "vscode": {
     "languageId": "r"
    }
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3.  Elastic Net regression\n",
    "\n",
    "The characteristic feature of Ridge regression is the penalty\n",
    "\n",
    "$$\\mathrm{log}\\left(L(\\beta)\\right) - \\lambda \\sum_i  \\beta_i ^2,$$\n",
    "\n",
    "while the penalty for Lasso regression is\n",
    "\n",
    "$$\\mathrm{log}\\left(L(\\beta)\\right) - \\lambda \\sum_i | \\beta_i |.$$\n",
    "\n",
    "In this Problem Set, we explore the penalty\n",
    "\n",
    "$$\\mathrm{log}\\left(L(\\beta)\\right) - \\lambda \\left(\\alpha \\sum_i | \\beta_i | +  (1-\\alpha) \\sum_i  \\beta_i ^2\\right),$$\n",
    "\n",
    "which is called __Elastic Net__.  \n",
    "\n",
    "i) In parameter space, Ridge Regression corresponds to finding optimal parameters on a circle, while LASSO regression corresponds to finding optimal parameters on a diamond. What shape does Elastic Net correspond to?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "ii). The `glmnet` package was built for Elastic Net regression. Look up the [glmnet package help files](https://www.rdocumentation.org/packages/glmnet/versions/3.0-2/topics/glmnet) to find out how to perform Elastic Net regression for a specific $\\alpha$. Do this for $\\alpha=0.5$, and return the confusion matrix."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "vscode": {
     "languageId": "r"
    }
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "iii) Perform a sweep over $\\alpha=0$ to $\\alpha=1$. Plot the number of species included versus $\\alpha$.\n",
    "\n",
    "Hint: The cv.glmnet output object has a returns a value `$nzero`, which is the number of nonzero factors, which is the number of species desired.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "vscode": {
     "languageId": "r"
    }
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "iv) What $\\alpha$ value minimizes the number of false positives (non-cancer patients that are predicted to have cancer)? What $\\alpha$ value minimizes the number of false negatives (cancer patients that are predicted to not have cancer)?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "vscode": {
     "languageId": "r"
    }
   },
   "outputs": [],
   "source": []
  }
 ],
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