UtterRubbish.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import os\n",
    "import pandas as pd\n",
    "\n",
    "\n",
    "workdir = \"/Users/mjohnson/Desktop/Projects/HGT/natcomm1kp/BryoSpecificGenes\"\n",
    "os.chdir(workdir)\n",
    "moss_or_liverwort = {x.split()[0]:x.rstrip().split()[1] for x in open(\"moss_or_liverwort.txt\")}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "diplolepidious = set([\"FFPD\",\"NGTD\",\"RGKI\",\"VMXJ\",\"DHWX\",\"EEMJ\",\"IGUH\",\"JADL\",\"LNSF\",\"MIRS\",\"QKQO\",\"QMWB\",\"TAVP\",\"TMAJ\",\"VBMM\",\"WSPM\",\"ZACW\",\"CMEQ\",\"WNGH\",\"BGXB\",\"JMXW\",\"XWHK\",\"GRKU\",\"ABCD\",\"BPSG\",\"RDOO\",\"YWNF\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/local/lib/python3.5/site-packages/IPython/core/interactiveshell.py:2717: DtypeWarning: Columns (1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  interactivity=interactivity, compiler=compiler, result=result)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ABCD</th>\n",
       "      <th>AWOI</th>\n",
       "      <th>BGXB</th>\n",
       "      <th>BNCU</th>\n",
       "      <th>BPSG</th>\n",
       "      <th>CMEQ</th>\n",
       "      <th>DHWX</th>\n",
       "      <th>EEMJ</th>\n",
       "      <th>FFPD</th>\n",
       "      <th>GOWD</th>\n",
       "      <th>...</th>\n",
       "      <th>WSPM</th>\n",
       "      <th>WZYK</th>\n",
       "      <th>XWHK</th>\n",
       "      <th>YBQN</th>\n",
       "      <th>YEPO</th>\n",
       "      <th>YFGP</th>\n",
       "      <th>YWNF</th>\n",
       "      <th>ZACW</th>\n",
       "      <th>ZQRI</th>\n",
       "      <th>ZTHV</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Orthogroup</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>OG0000000</th>\n",
       "      <td>scaffold-ABCD-2000489-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2000237-Diphyscium_foliosum|m.13...</td>\n",
       "      <td>scaffold-BGXB-2001316-Plagiomnium_insigne|m.76...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-BPSG-2000364-Scouleria_aquatica|m.126...</td>\n",
       "      <td>scaffold-CMEQ-2000133-Orthotrichum_lyellii|m.1...</td>\n",
       "      <td>scaffold-DHWX-2001253-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2002061-Thuidium_delicatulum|m.4...</td>\n",
       "      <td>scaffold-FFPD-2000041-Ceratodon_purpureus|m.13...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2001936-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-XWHK-2000391-Funaria|m.1582, scaffold...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YEPO-2006613-cf._Physcomicromitrium_s...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YWNF-2000137-Hedwigia_ciliata|m.3648,...</td>\n",
       "      <td>scaffold-ZACW-2000039-Leucodon_sciuroides|m.83...</td>\n",
       "      <td>scaffold-ZQRI-2000619-Timmia_austriaca|m.7142,...</td>\n",
       "      <td>scaffold-ZTHV-2007408-Atrichum_angustatum|m.66...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000001</th>\n",
       "      <td>scaffold-ABCD-2060747-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2000402-Diphyscium_foliosum|m.77...</td>\n",
       "      <td>scaffold-BGXB-2000047-Plagiomnium_insigne|m.28...</td>\n",
       "      <td>scaffold-BNCU-2004970-Radula_lindenbergia|m.13...</td>\n",
       "      <td>scaffold-BPSG-2003314-Scouleria_aquatica|m.259...</td>\n",
       "      <td>scaffold-CMEQ-2082932-Orthotrichum_lyellii|m.4536</td>\n",
       "      <td>scaffold-DHWX-2000683-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2002059-Thuidium_delicatulum|m.4...</td>\n",
       "      <td>scaffold-FFPD-2005179-Ceratodon_purpureus|m.50...</td>\n",
       "      <td>scaffold-GOWD-2006511-Sphagnum_lescurii|m.1366...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2000258-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2002497-Bazzania_trilobata|m.438...</td>\n",
       "      <td>scaffold-XWHK-2008755-Funaria|m.3282, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2000564-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2000265-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2000147-Pallavicinia_lyellii|m.6...</td>\n",
       "      <td>scaffold-YWNF-2001919-Hedwigia_ciliata|m.6061,...</td>\n",
       "      <td>scaffold-ZACW-2001473-Leucodon_sciuroides|m.10...</td>\n",
       "      <td>scaffold-ZQRI-2000378-Timmia_austriaca|m.2327,...</td>\n",
       "      <td>scaffold-ZTHV-2001852-Atrichum_angustatum|m.85...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000002</th>\n",
       "      <td>scaffold-ABCD-2003350-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2001469-Diphyscium_foliosum|m.93...</td>\n",
       "      <td>scaffold-BGXB-2000395-Plagiomnium_insigne|m.39...</td>\n",
       "      <td>scaffold-BNCU-2000460-Radula_lindenbergia|m.18...</td>\n",
       "      <td>scaffold-BPSG-2000086-Scouleria_aquatica|m.982...</td>\n",
       "      <td>scaffold-CMEQ-2000551-Orthotrichum_lyellii|m.8...</td>\n",
       "      <td>scaffold-DHWX-2002021-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2006917-Thuidium_delicatulum|m.5184</td>\n",
       "      <td>scaffold-FFPD-2000315-Ceratodon_purpureus|m.63...</td>\n",
       "      <td>scaffold-GOWD-2000008-Sphagnum_lescurii|m.1137...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2002551-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2000026-Bazzania_trilobata|m.875...</td>\n",
       "      <td>scaffold-XWHK-2038867-Funaria|m.284, scaffold-...</td>\n",
       "      <td>scaffold-YBQN-2000339-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2005537-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2000156-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>scaffold-YWNF-2000611-Hedwigia_ciliata|m.6846,...</td>\n",
       "      <td>scaffold-ZACW-2002477-Leucodon_sciuroides|m.14...</td>\n",
       "      <td>scaffold-ZQRI-2056038-Timmia_austriaca|m.3241,...</td>\n",
       "      <td>scaffold-ZTHV-2069503-Atrichum_angustatum|m.1705</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000003</th>\n",
       "      <td>scaffold-ABCD-2002235-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2011096-Diphyscium_foliosum|m.52...</td>\n",
       "      <td>scaffold-BGXB-2005194-Plagiomnium_insigne|m.58...</td>\n",
       "      <td>scaffold-BNCU-2001255-Radula_lindenbergia|m.27...</td>\n",
       "      <td>scaffold-BPSG-2004636-Scouleria_aquatica|m.154...</td>\n",
       "      <td>scaffold-CMEQ-2000047-Orthotrichum_lyellii|m.7...</td>\n",
       "      <td>scaffold-DHWX-2003929-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2000747-Thuidium_delicatulum|m.4...</td>\n",
       "      <td>scaffold-FFPD-2004398-Ceratodon_purpureus|m.82...</td>\n",
       "      <td>scaffold-GOWD-2005373-Sphagnum_lescurii|m.1354...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2000914-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2003230-Bazzania_trilobata|m.126...</td>\n",
       "      <td>scaffold-XWHK-2000242-Funaria|m.4692, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2001078-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2001348-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2003203-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>scaffold-YWNF-2001349-Hedwigia_ciliata|m.7154,...</td>\n",
       "      <td>scaffold-ZACW-2003765-Leucodon_sciuroides|m.10...</td>\n",
       "      <td>scaffold-ZQRI-2000122-Timmia_austriaca|m.4704,...</td>\n",
       "      <td>scaffold-ZTHV-2004752-Atrichum_angustatum|m.41...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000004</th>\n",
       "      <td>scaffold-ABCD-2010842-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2067454-Diphyscium_foliosum|m.5087</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-BNCU-2000071-Radula_lindenbergia|m.17...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-GOWD-2075800-Sphagnum_lescurii|m.13024</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-WZYK-2000516-Bazzania_trilobata|m.147...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YBQN-2000037-Odontoschisma_prostratum...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2000900-Pallavicinia_lyellii|m.9...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZTHV-2007487-Atrichum_angustatum|m.12168</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000005</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-BPSG-2006178-Scouleria_aquatica|m.565...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YBQN-2016680-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2068597-cf._Physcomicromitrium_s...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZQRI-2005530-Timmia_austriaca|m.1527</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000006</th>\n",
       "      <td>scaffold-ABCD-2001460-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2004600-Diphyscium_foliosum|m.17...</td>\n",
       "      <td>scaffold-BGXB-2010145-Plagiomnium_insigne|m.25...</td>\n",
       "      <td>scaffold-BNCU-2005619-Radula_lindenbergia|m.18...</td>\n",
       "      <td>scaffold-BPSG-2000895-Scouleria_aquatica|m.621...</td>\n",
       "      <td>scaffold-CMEQ-2002525-Orthotrichum_lyellii|m.5...</td>\n",
       "      <td>scaffold-DHWX-2006894-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2001181-Thuidium_delicatulum|m.7...</td>\n",
       "      <td>scaffold-FFPD-2001369-Ceratodon_purpureus|m.26...</td>\n",
       "      <td>scaffold-GOWD-2000612-Sphagnum_lescurii|m.1480...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2000062-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2000358-Bazzania_trilobata|m.141...</td>\n",
       "      <td>scaffold-XWHK-2001015-Funaria|m.490, scaffold-...</td>\n",
       "      <td>scaffold-YBQN-2007514-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2000212-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2005293-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>scaffold-YWNF-2002101-Hedwigia_ciliata|m.4173,...</td>\n",
       "      <td>scaffold-ZACW-2002607-Leucodon_sciuroides|m.87...</td>\n",
       "      <td>scaffold-ZQRI-2000968-Timmia_austriaca|m.2084,...</td>\n",
       "      <td>scaffold-ZTHV-2002491-Atrichum_angustatum|m.86...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000007</th>\n",
       "      <td>scaffold-ABCD-2009630-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2009773-Diphyscium_foliosum|m.75...</td>\n",
       "      <td>scaffold-BGXB-2002935-Plagiomnium_insigne|m.10...</td>\n",
       "      <td>scaffold-BNCU-2003002-Radula_lindenbergia|m.14...</td>\n",
       "      <td>scaffold-BPSG-2004109-Scouleria_aquatica|m.109...</td>\n",
       "      <td>scaffold-CMEQ-2003013-Orthotrichum_lyellii|m.7...</td>\n",
       "      <td>scaffold-DHWX-2003011-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2004772-Thuidium_delicatulum|m.4...</td>\n",
       "      <td>scaffold-FFPD-2008844-Ceratodon_purpureus|m.89...</td>\n",
       "      <td>scaffold-GOWD-2011709-Sphagnum_lescurii|m.4768...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2006200-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2000515-Bazzania_trilobata|m.136...</td>\n",
       "      <td>scaffold-XWHK-2002911-Funaria|m.2849, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2008300-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2013700-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2000884-Pallavicinia_lyellii|m.9...</td>\n",
       "      <td>scaffold-YWNF-2000773-Hedwigia_ciliata|m.2486,...</td>\n",
       "      <td>scaffold-ZACW-2002938-Leucodon_sciuroides|m.21...</td>\n",
       "      <td>scaffold-ZQRI-2002738-Timmia_austriaca|m.1734,...</td>\n",
       "      <td>scaffold-ZTHV-2007108-Atrichum_angustatum|m.80...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000008</th>\n",
       "      <td>scaffold-ABCD-2061546-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2008891-Diphyscium_foliosum|m.96...</td>\n",
       "      <td>scaffold-BGXB-2006287-Plagiomnium_insigne|m.16...</td>\n",
       "      <td>scaffold-BNCU-2000164-Radula_lindenbergia|m.18...</td>\n",
       "      <td>scaffold-BPSG-2000053-Scouleria_aquatica|m.803...</td>\n",
       "      <td>scaffold-CMEQ-2013279-Orthotrichum_lyellii|m.5...</td>\n",
       "      <td>scaffold-DHWX-2014960-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2002895-Thuidium_delicatulum|m.1...</td>\n",
       "      <td>scaffold-FFPD-2001331-Ceratodon_purpureus|m.68...</td>\n",
       "      <td>scaffold-GOWD-2004485-Sphagnum_lescurii|m.3937...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2005967-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2000154-Bazzania_trilobata|m.110...</td>\n",
       "      <td>scaffold-XWHK-2000293-Funaria|m.5957, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2000244-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2001609-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2002354-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>scaffold-YWNF-2008017-Hedwigia_ciliata|m.1814,...</td>\n",
       "      <td>scaffold-ZACW-2006857-Leucodon_sciuroides|m.77...</td>\n",
       "      <td>scaffold-ZQRI-2001310-Timmia_austriaca|m.5534,...</td>\n",
       "      <td>scaffold-ZTHV-2002487-Atrichum_angustatum|m.60...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000009</th>\n",
       "      <td>scaffold-ABCD-2077253-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2007670-Diphyscium_foliosum|m.10...</td>\n",
       "      <td>scaffold-BGXB-2000234-Plagiomnium_insigne|m.28...</td>\n",
       "      <td>scaffold-BNCU-2001939-Radula_lindenbergia|m.47...</td>\n",
       "      <td>scaffold-BPSG-2009748-Scouleria_aquatica|m.438...</td>\n",
       "      <td>scaffold-CMEQ-2000788-Orthotrichum_lyellii|m.1...</td>\n",
       "      <td>scaffold-DHWX-2002881-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2004894-Thuidium_delicatulum|m.1...</td>\n",
       "      <td>scaffold-FFPD-2001359-Ceratodon_purpureus|m.16...</td>\n",
       "      <td>scaffold-GOWD-2002939-Sphagnum_lescurii|m.1082...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2037742-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2000430-Bazzania_trilobata|m.913...</td>\n",
       "      <td>scaffold-XWHK-2003485-Funaria|m.6824, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2002746-Odontoschisma_prostratum...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2012982-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>scaffold-YWNF-2003064-Hedwigia_ciliata|m.5038,...</td>\n",
       "      <td>scaffold-ZACW-2006147-Leucodon_sciuroides|m.29...</td>\n",
       "      <td>scaffold-ZQRI-2002560-Timmia_austriaca|m.104, ...</td>\n",
       "      <td>scaffold-ZTHV-2001783-Atrichum_angustatum|m.10...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000010</th>\n",
       "      <td>scaffold-ABCD-2000637-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2003259-Diphyscium_foliosum|m.40...</td>\n",
       "      <td>scaffold-BGXB-2001210-Plagiomnium_insigne|m.27...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-BPSG-2000794-Scouleria_aquatica|m.755...</td>\n",
       "      <td>scaffold-CMEQ-2002331-Orthotrichum_lyellii|m.5...</td>\n",
       "      <td>scaffold-DHWX-2000314-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2000961-Thuidium_delicatulum|m.3...</td>\n",
       "      <td>scaffold-FFPD-2001028-Ceratodon_purpureus|m.82...</td>\n",
       "      <td>scaffold-GOWD-2004953-Sphagnum_lescurii|m.1352...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2001037-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-XWHK-2001868-Funaria|m.5641, scaffold...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YEPO-2004337-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2098082-Pallavicinia_lyellii|m.2444</td>\n",
       "      <td>scaffold-YWNF-2000099-Hedwigia_ciliata|m.2978,...</td>\n",
       "      <td>scaffold-ZACW-2002473-Leucodon_sciuroides|m.53...</td>\n",
       "      <td>scaffold-ZQRI-2002026-Timmia_austriaca|m.7111,...</td>\n",
       "      <td>scaffold-ZTHV-2000886-Atrichum_angustatum|m.17...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000011</th>\n",
       "      <td>scaffold-ABCD-2062309-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2011036-Diphyscium_foliosum|m.63...</td>\n",
       "      <td>scaffold-BGXB-2004656-Plagiomnium_insigne|m.59...</td>\n",
       "      <td>scaffold-BNCU-2005208-Radula_lindenbergia|m.17...</td>\n",
       "      <td>scaffold-BPSG-2002090-Scouleria_aquatica|m.901...</td>\n",
       "      <td>scaffold-CMEQ-2001711-Orthotrichum_lyellii|m.3...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-EEMJ-2001678-Thuidium_delicatulum|m.4...</td>\n",
       "      <td>scaffold-FFPD-2004132-Ceratodon_purpureus|m.89...</td>\n",
       "      <td>scaffold-GOWD-2000389-Sphagnum_lescurii|m.7581...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2008701-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2004034-Bazzania_trilobata|m.347...</td>\n",
       "      <td>scaffold-XWHK-2006631-Funaria|m.6269, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2007424-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2002423-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2091127-Pallavicinia_lyellii|m.8...</td>\n",
       "      <td>scaffold-YWNF-2007732-Hedwigia_ciliata|m.4038,...</td>\n",
       "      <td>scaffold-ZACW-2003137-Leucodon_sciuroides|m.70...</td>\n",
       "      <td>scaffold-ZQRI-2003171-Timmia_austriaca|m.1279,...</td>\n",
       "      <td>scaffold-ZTHV-2007865-Atrichum_angustatum|m.11...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000012</th>\n",
       "      <td>scaffold-ABCD-2065155-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2004876-Diphyscium_foliosum|m.55...</td>\n",
       "      <td>scaffold-BGXB-2002917-Plagiomnium_insigne|m.10...</td>\n",
       "      <td>scaffold-BNCU-2007923-Radula_lindenbergia|m.61...</td>\n",
       "      <td>scaffold-BPSG-2000082-Scouleria_aquatica|m.863...</td>\n",
       "      <td>scaffold-CMEQ-2003233-Orthotrichum_lyellii|m.5...</td>\n",
       "      <td>scaffold-DHWX-2002808-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2000699-Thuidium_delicatulum|m.2...</td>\n",
       "      <td>scaffold-FFPD-2000887-Ceratodon_purpureus|m.15...</td>\n",
       "      <td>scaffold-GOWD-2001437-Sphagnum_lescurii|m.1357...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2008091-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2017555-Bazzania_trilobata|m.465...</td>\n",
       "      <td>scaffold-XWHK-2007430-Funaria|m.1728, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2000740-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2004675-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2009136-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>scaffold-YWNF-2010204-Hedwigia_ciliata|m.3013,...</td>\n",
       "      <td>scaffold-ZACW-2015045-Leucodon_sciuroides|m.15...</td>\n",
       "      <td>scaffold-ZQRI-2007678-Timmia_austriaca|m.4243,...</td>\n",
       "      <td>scaffold-ZTHV-2003316-Atrichum_angustatum|m.77...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000013</th>\n",
       "      <td>scaffold-ABCD-2001584-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2007401-Diphyscium_foliosum|m.98...</td>\n",
       "      <td>scaffold-BGXB-2002776-Plagiomnium_insigne|m.51...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-BPSG-2000497-Scouleria_aquatica|m.365...</td>\n",
       "      <td>scaffold-CMEQ-2000323-Orthotrichum_lyellii|m.6...</td>\n",
       "      <td>scaffold-DHWX-2003359-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2000130-Thuidium_delicatulum|m.4...</td>\n",
       "      <td>scaffold-FFPD-2000500-Ceratodon_purpureus|m.21...</td>\n",
       "      <td>scaffold-GOWD-2008159-Sphagnum_lescurii|m.7861...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2000969-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-XWHK-2003463-Funaria|m.2239, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2014485-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2004695-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2100058-Pallavicinia_lyellii|m.5766</td>\n",
       "      <td>scaffold-YWNF-2011185-Hedwigia_ciliata|m.427, ...</td>\n",
       "      <td>scaffold-ZACW-2003467-Leucodon_sciuroides|m.10...</td>\n",
       "      <td>scaffold-ZQRI-2055688-Timmia_austriaca|m.2282,...</td>\n",
       "      <td>scaffold-ZTHV-2002058-Atrichum_angustatum|m.60...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000014</th>\n",
       "      <td>scaffold-ABCD-2005952-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2010255-Diphyscium_foliosum|m.61...</td>\n",
       "      <td>scaffold-BGXB-2007988-Plagiomnium_insigne|m.42...</td>\n",
       "      <td>scaffold-BNCU-2005518-Radula_lindenbergia|m.98...</td>\n",
       "      <td>scaffold-BPSG-2003033-Scouleria_aquatica|m.873...</td>\n",
       "      <td>scaffold-CMEQ-2000136-Orthotrichum_lyellii|m.3...</td>\n",
       "      <td>scaffold-DHWX-2003597-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2003027-Thuidium_delicatulum|m.4...</td>\n",
       "      <td>scaffold-FFPD-2001469-Ceratodon_purpureus|m.71...</td>\n",
       "      <td>scaffold-GOWD-2004348-Sphagnum_lescurii|m.1402...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2004594-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2008243-Bazzania_trilobata|m.128...</td>\n",
       "      <td>scaffold-XWHK-2006928-Funaria|m.5212, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2006744-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2000790-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2106983-Pallavicinia_lyellii|m.9...</td>\n",
       "      <td>scaffold-YWNF-2005583-Hedwigia_ciliata|m.1359,...</td>\n",
       "      <td>scaffold-ZACW-2012230-Leucodon_sciuroides|m.35...</td>\n",
       "      <td>scaffold-ZQRI-2004480-Timmia_austriaca|m.5922,...</td>\n",
       "      <td>scaffold-ZTHV-2006565-Atrichum_angustatum|m.98...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000015</th>\n",
       "      <td>scaffold-ABCD-2001125-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2012549-Diphyscium_foliosum|m.69...</td>\n",
       "      <td>scaffold-BGXB-2000988-Plagiomnium_insigne|m.34...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-BPSG-2000533-Scouleria_aquatica|m.420...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-DHWX-2004072-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2004847-Thuidium_delicatulum|m.3602</td>\n",
       "      <td>scaffold-FFPD-2003033-Ceratodon_purpureus|m.5663</td>\n",
       "      <td>scaffold-GOWD-2000504-Sphagnum_lescurii|m.1295...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2036239-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2012465-Bazzania_trilobata|m.245...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YBQN-2014552-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2067052-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2006070-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>scaffold-YWNF-2002045-Hedwigia_ciliata|m.5417,...</td>\n",
       "      <td>scaffold-ZACW-2082964-Leucodon_sciuroides|m.83...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZTHV-2072310-Atrichum_angustatum|m.10...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000016</th>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-AWOI-2058027-Diphyscium_foliosum|m.54...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-BPSG-2014354-Scouleria_aquatica|m.970...</td>\n",
       "      <td>scaffold-CMEQ-2003498-Orthotrichum_lyellii|m.4...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-FFPD-2000781-Ceratodon_purpureus|m.71...</td>\n",
       "      <td>scaffold-GOWD-2000536-Sphagnum_lescurii|m.4298</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YBQN-2110096-Odontoschisma_prostratum...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2003400-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZACW-2093115-Leucodon_sciuroides|m.6744</td>\n",
       "      <td>scaffold-ZQRI-2057365-Timmia_austriaca|m.4318,...</td>\n",
       "      <td>scaffold-ZTHV-2013779-Atrichum_angustatum|m.56...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000017</th>\n",
       "      <td>scaffold-ABCD-2067554-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2007735-Diphyscium_foliosum|m.96...</td>\n",
       "      <td>scaffold-BGXB-2001274-Plagiomnium_insigne|m.14...</td>\n",
       "      <td>scaffold-BNCU-2001411-Radula_lindenbergia|m.31...</td>\n",
       "      <td>scaffold-BPSG-2001906-Scouleria_aquatica|m.113...</td>\n",
       "      <td>scaffold-CMEQ-2001228-Orthotrichum_lyellii|m.1...</td>\n",
       "      <td>scaffold-DHWX-2060990-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2002827-Thuidium_delicatulum|m.5...</td>\n",
       "      <td>scaffold-FFPD-2004236-Ceratodon_purpureus|m.52...</td>\n",
       "      <td>scaffold-GOWD-2003909-Sphagnum_lescurii|m.6513...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2000723-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2008090-Bazzania_trilobata|m.114...</td>\n",
       "      <td>scaffold-XWHK-2038512-Funaria|m.900, scaffold-...</td>\n",
       "      <td>scaffold-YBQN-2104094-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2013130-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2009940-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>scaffold-YWNF-2001701-Hedwigia_ciliata|m.1417,...</td>\n",
       "      <td>scaffold-ZACW-2002019-Leucodon_sciuroides|m.62...</td>\n",
       "      <td>scaffold-ZQRI-2000618-Timmia_austriaca|m.8594,...</td>\n",
       "      <td>scaffold-ZTHV-2069814-Atrichum_angustatum|m.10...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000018</th>\n",
       "      <td>scaffold-ABCD-2002491-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2000362-Diphyscium_foliosum|m.77...</td>\n",
       "      <td>scaffold-BGXB-2000139-Plagiomnium_insigne|m.79...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-BPSG-2004136-Scouleria_aquatica|m.654...</td>\n",
       "      <td>scaffold-CMEQ-2001143-Orthotrichum_lyellii|m.3...</td>\n",
       "      <td>scaffold-DHWX-2013340-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2000122-Thuidium_delicatulum|m.7...</td>\n",
       "      <td>scaffold-FFPD-2000433-Ceratodon_purpureus|m.21...</td>\n",
       "      <td>scaffold-GOWD-2000341-Sphagnum_lescurii|m.3648...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2000301-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-XWHK-2000235-Funaria|m.5979, scaffold...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YWNF-2004629-Hedwigia_ciliata|m.2684,...</td>\n",
       "      <td>scaffold-ZACW-2000826-Leucodon_sciuroides|m.43...</td>\n",
       "      <td>scaffold-ZQRI-2004310-Timmia_austriaca|m.4950,...</td>\n",
       "      <td>scaffold-ZTHV-2079841-Atrichum_angustatum|m.11...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000019</th>\n",
       "      <td>scaffold-ABCD-2067411-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2006177-Diphyscium_foliosum|m.24...</td>\n",
       "      <td>scaffold-BGXB-2004238-Plagiomnium_insigne|m.56...</td>\n",
       "      <td>scaffold-BNCU-2000318-Radula_lindenbergia|m.20...</td>\n",
       "      <td>scaffold-BPSG-2010273-Scouleria_aquatica|m.803...</td>\n",
       "      <td>scaffold-CMEQ-2000948-Orthotrichum_lyellii|m.7...</td>\n",
       "      <td>scaffold-DHWX-2012024-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2006427-Thuidium_delicatulum|m.2...</td>\n",
       "      <td>scaffold-FFPD-2000372-Ceratodon_purpureus|m.86...</td>\n",
       "      <td>scaffold-GOWD-2070983-Sphagnum_lescurii|m.10058</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2001964-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2005071-Bazzania_trilobata|m.555...</td>\n",
       "      <td>scaffold-XWHK-2006544-Funaria|m.6938, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2009044-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2077058-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2010176-Pallavicinia_lyellii|m.4...</td>\n",
       "      <td>scaffold-YWNF-2008427-Hedwigia_ciliata|m.6425,...</td>\n",
       "      <td>scaffold-ZACW-2004729-Leucodon_sciuroides|m.44...</td>\n",
       "      <td>scaffold-ZQRI-2000488-Timmia_austriaca|m.1661,...</td>\n",
       "      <td>scaffold-ZTHV-2004403-Atrichum_angustatum|m.99...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000020</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-BNCU-2000087-Radula_lindenbergia|m.57...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-WZYK-2000105-Bazzania_trilobata|m.435...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YBQN-2000208-Odontoschisma_prostratum...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2002408-Pallavicinia_lyellii|m.5...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZQRI-2004281-Timmia_austriaca|m.7292</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000021</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-BNCU-2000122-Radula_lindenbergia|m.70...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-EEMJ-2004105-Thuidium_delicatulum|m.3411</td>\n",
       "      <td>scaffold-FFPD-2001574-Ceratodon_purpureus|m.74...</td>\n",
       "      <td>scaffold-GOWD-2005614-Sphagnum_lescurii|m.1851</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-WZYK-2001584-Bazzania_trilobata|m.582...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YBQN-2000260-Odontoschisma_prostratum...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2000541-Pallavicinia_lyellii|m.3...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZACW-2000913-Leucodon_sciuroides|m.37...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZTHV-2068694-Atrichum_angustatum|m.12150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000022</th>\n",
       "      <td>scaffold-ABCD-2000634-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2067539-Diphyscium_foliosum|m.89...</td>\n",
       "      <td>scaffold-BGXB-2003176-Plagiomnium_insigne|m.67...</td>\n",
       "      <td>scaffold-BNCU-2006532-Radula_lindenbergia|m.13115</td>\n",
       "      <td>scaffold-BPSG-2000110-Scouleria_aquatica|m.209...</td>\n",
       "      <td>scaffold-CMEQ-2000302-Orthotrichum_lyellii|m.8...</td>\n",
       "      <td>scaffold-DHWX-2010363-Fontinalis_antipyretica|...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-FFPD-2003503-Ceratodon_purpureus|m.52...</td>\n",
       "      <td>scaffold-GOWD-2004445-Sphagnum_lescurii|m.1270...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2000455-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2003823-Bazzania_trilobata|m.150...</td>\n",
       "      <td>scaffold-XWHK-2007345-Funaria|m.1986</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2009117-Pallavicinia_lyellii|m.843</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZACW-2007958-Leucodon_sciuroides|m.26...</td>\n",
       "      <td>scaffold-ZQRI-2004709-Timmia_austriaca|m.456, ...</td>\n",
       "      <td>scaffold-ZTHV-2009738-Atrichum_angustatum|m.36...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000023</th>\n",
       "      <td>scaffold-ABCD-2001511-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2000064-Diphyscium_foliosum|m.16...</td>\n",
       "      <td>scaffold-BGXB-2000908-Plagiomnium_insigne|m.84...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-BPSG-2001190-Scouleria_aquatica|m.876...</td>\n",
       "      <td>scaffold-CMEQ-2002711-Orthotrichum_lyellii|m.6...</td>\n",
       "      <td>scaffold-DHWX-2004785-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2004882-Thuidium_delicatulum|m.5190</td>\n",
       "      <td>scaffold-FFPD-2002595-Ceratodon_purpureus|m.41...</td>\n",
       "      <td>scaffold-GOWD-2001381-Sphagnum_lescurii|m.2853...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2001887-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2008737-Bazzania_trilobata|m.917...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2002065-Pallavicinia_lyellii|m.9...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZACW-2000684-Leucodon_sciuroides|m.70...</td>\n",
       "      <td>scaffold-ZQRI-2001960-Timmia_austriaca|m.8541</td>\n",
       "      <td>scaffold-ZTHV-2003923-Atrichum_angustatum|m.92...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000024</th>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-AWOI-2000221-Diphyscium_foliosum|m.1027</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-BNCU-2015245-Radula_lindenbergia|m.76...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-WZYK-2000333-Bazzania_trilobata|m.976...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YBQN-2000972-Odontoschisma_prostratum...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2004598-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>scaffold-YWNF-2042360-Hedwigia_ciliata|m.2863</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000025</th>\n",
       "      <td>scaffold-ABCD-2009751-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2001840-Diphyscium_foliosum|m.87...</td>\n",
       "      <td>scaffold-BGXB-2066387-Plagiomnium_insigne|m.3459</td>\n",
       "      <td>scaffold-BNCU-2003700-Radula_lindenbergia|m.22...</td>\n",
       "      <td>scaffold-BPSG-2004321-Scouleria_aquatica|m.124...</td>\n",
       "      <td>scaffold-CMEQ-2007338-Orthotrichum_lyellii|m.3047</td>\n",
       "      <td>scaffold-DHWX-2003214-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2005340-Thuidium_delicatulum|m.1...</td>\n",
       "      <td>scaffold-FFPD-2008424-Ceratodon_purpureus|m.23...</td>\n",
       "      <td>scaffold-GOWD-2000761-Sphagnum_lescurii|m.1274...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2009883-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2014554-Bazzania_trilobata|m.336...</td>\n",
       "      <td>scaffold-XWHK-2001737-Funaria|m.2429, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2002426-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2013918-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2085835-Pallavicinia_lyellii|m.7...</td>\n",
       "      <td>scaffold-YWNF-2042058-Hedwigia_ciliata|m.2083</td>\n",
       "      <td>scaffold-ZACW-2001887-Leucodon_sciuroides|m.97...</td>\n",
       "      <td>scaffold-ZQRI-2005061-Timmia_austriaca|m.8429,...</td>\n",
       "      <td>scaffold-ZTHV-2000850-Atrichum_angustatum|m.99...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000026</th>\n",
       "      <td>scaffold-ABCD-2010265-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2059893-Diphyscium_foliosum|m.1399</td>\n",
       "      <td>scaffold-BGXB-2066297-Plagiomnium_insigne|m.42...</td>\n",
       "      <td>scaffold-BNCU-2003463-Radula_lindenbergia|m.48...</td>\n",
       "      <td>scaffold-BPSG-2012174-Scouleria_aquatica|m.7628</td>\n",
       "      <td>scaffold-CMEQ-2002833-Orthotrichum_lyellii|m.6...</td>\n",
       "      <td>scaffold-DHWX-2006802-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2000767-Thuidium_delicatulum|m.1...</td>\n",
       "      <td>scaffold-FFPD-2000143-Ceratodon_purpureus|m.13...</td>\n",
       "      <td>scaffold-GOWD-2007305-Sphagnum_lescurii|m.2133...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2002357-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2010638-Bazzania_trilobata|m.137...</td>\n",
       "      <td>scaffold-XWHK-2006868-Funaria|m.7048, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2006969-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2003757-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2011953-Pallavicinia_lyellii|m.5...</td>\n",
       "      <td>scaffold-YWNF-2004724-Hedwigia_ciliata|m.3978,...</td>\n",
       "      <td>scaffold-ZACW-2005548-Leucodon_sciuroides|m.63...</td>\n",
       "      <td>scaffold-ZQRI-2016735-Timmia_austriaca|m.2009,...</td>\n",
       "      <td>scaffold-ZTHV-2066971-Atrichum_angustatum|m.69...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000027</th>\n",
       "      <td>scaffold-ABCD-2001010-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2007024-Diphyscium_foliosum|m.29...</td>\n",
       "      <td>scaffold-BGXB-2007570-Plagiomnium_insigne|m.54...</td>\n",
       "      <td>scaffold-BNCU-2000150-Radula_lindenbergia|m.33...</td>\n",
       "      <td>scaffold-BPSG-2021353-Scouleria_aquatica|m.105...</td>\n",
       "      <td>scaffold-CMEQ-2014365-Orthotrichum_lyellii|m.3...</td>\n",
       "      <td>scaffold-DHWX-2008252-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2001953-Thuidium_delicatulum|m.3...</td>\n",
       "      <td>scaffold-FFPD-2002665-Ceratodon_purpureus|m.57...</td>\n",
       "      <td>scaffold-GOWD-2004694-Sphagnum_lescurii|m.5612...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2003750-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2002861-Bazzania_trilobata|m.142...</td>\n",
       "      <td>scaffold-XWHK-2000261-Funaria|m.926, scaffold-...</td>\n",
       "      <td>scaffold-YBQN-2000038-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2069620-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2012142-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>scaffold-YWNF-2001734-Hedwigia_ciliata|m.5949,...</td>\n",
       "      <td>scaffold-ZACW-2004725-Leucodon_sciuroides|m.62...</td>\n",
       "      <td>scaffold-ZQRI-2003628-Timmia_austriaca|m.4230,...</td>\n",
       "      <td>scaffold-ZTHV-2069752-Atrichum_angustatum|m.12...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000028</th>\n",
       "      <td>scaffold-ABCD-2063450-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2006081-Diphyscium_foliosum|m.73...</td>\n",
       "      <td>scaffold-BGXB-2001399-Plagiomnium_insigne|m.47...</td>\n",
       "      <td>scaffold-BNCU-2010573-Radula_lindenbergia|m.35...</td>\n",
       "      <td>scaffold-BPSG-2013946-Scouleria_aquatica|m.685...</td>\n",
       "      <td>scaffold-CMEQ-2075725-Orthotrichum_lyellii|m.8...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-EEMJ-2002274-Thuidium_delicatulum|m.3...</td>\n",
       "      <td>scaffold-FFPD-2050348-Ceratodon_purpureus|m.32...</td>\n",
       "      <td>scaffold-GOWD-2004425-Sphagnum_lescurii|m.1477...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2000382-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2009931-Bazzania_trilobata|m.575...</td>\n",
       "      <td>scaffold-XWHK-2002845-Funaria|m.2761, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2000386-Odontoschisma_prostratum...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2084907-Pallavicinia_lyellii|m.8...</td>\n",
       "      <td>scaffold-YWNF-2001777-Hedwigia_ciliata|m.2368,...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZQRI-2002675-Timmia_austriaca|m.6810,...</td>\n",
       "      <td>scaffold-ZTHV-2006058-Atrichum_angustatum|m.39...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000029</th>\n",
       "      <td>scaffold-ABCD-2000974-Niphotrichum_elongatum|m...</td>\n",
       "      <td>scaffold-AWOI-2001430-Diphyscium_foliosum|m.40...</td>\n",
       "      <td>scaffold-BGXB-2001712-Plagiomnium_insigne|m.52...</td>\n",
       "      <td>scaffold-BNCU-2000460-Radula_lindenbergia|m.18...</td>\n",
       "      <td>scaffold-BPSG-2000096-Scouleria_aquatica|m.420...</td>\n",
       "      <td>scaffold-CMEQ-2006667-Orthotrichum_lyellii|m.6...</td>\n",
       "      <td>scaffold-DHWX-2003434-Fontinalis_antipyretica|...</td>\n",
       "      <td>scaffold-EEMJ-2005542-Thuidium_delicatulum|m.4...</td>\n",
       "      <td>scaffold-FFPD-2000078-Ceratodon_purpureus|m.44...</td>\n",
       "      <td>scaffold-GOWD-2007775-Sphagnum_lescurii|m.3460...</td>\n",
       "      <td>...</td>\n",
       "      <td>scaffold-WSPM-2000287-Rhytidiadelphus_loreus|m...</td>\n",
       "      <td>scaffold-WZYK-2000496-Bazzania_trilobata|m.420...</td>\n",
       "      <td>scaffold-XWHK-2004995-Funaria|m.3583, scaffold...</td>\n",
       "      <td>scaffold-YBQN-2002741-Odontoschisma_prostratum...</td>\n",
       "      <td>scaffold-YEPO-2061488-cf._Physcomicromitrium_s...</td>\n",
       "      <td>scaffold-YFGP-2003020-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>scaffold-YWNF-2000571-Hedwigia_ciliata|m.601, ...</td>\n",
       "      <td>scaffold-ZACW-2000887-Leucodon_sciuroides|m.99...</td>\n",
       "      <td>scaffold-ZQRI-2057415-Timmia_austriaca|m.1833,...</td>\n",
       "      <td>scaffold-ZTHV-2002369-Atrichum_angustatum|m.23...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042217</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2007231-Pallavicinia_lyellii|m.8741</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZTHV-2074926-Atrichum_angustatum|m.1992</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042218</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2007655-Pallavicinia_lyellii|m.4...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042219</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2009712-Pallavicinia_lyellii|m.2...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042220</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2013643-Pallavicinia_lyellii|m.4...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042221</th>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2015541-Pallavicinia_lyellii|m.7204</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZACW-2014565-Leucodon_sciuroides|m.5648</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2016294-Pallavicinia_lyellii|m.5139</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZQRI-2058962-Timmia_austriaca|m.680</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042223</th>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2085397-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZACW-2097019-Leucodon_sciuroides|m.9533</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042224</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2089630-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZTHV-2071440-Atrichum_angustatum|m.7283</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042225</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2089863-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042226</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2091720-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZTHV-2071072-Atrichum_angustatum|m.8874</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042227</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2092543-Pallavicinia_lyellii|m.2...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042228</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2093827-Pallavicinia_lyellii|m.5275</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZACW-2087695-Leucodon_sciuroides|m.4089</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042229</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2094989-Pallavicinia_lyellii|m.3450</td>\n",
       "      <td>scaffold-YWNF-2000406-Hedwigia_ciliata|m.4859</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042230</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YFGP-2101470-Pallavicinia_lyellii|m.1...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZTHV-2002570-Atrichum_angustatum|m.10744</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042231</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YWNF-2000788-Hedwigia_ciliata|m.4585</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZTHV-2016391-Atrichum_angustatum|m.6632</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042232</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YWNF-2005604-Hedwigia_ciliata|m.6689</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZQRI-2001907-Timmia_austriaca|m.8010</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042233</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YWNF-2043295-Hedwigia_ciliata|m.1559</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZQRI-2057375-Timmia_austriaca|m.6721</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042234</th>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-YWNF-2044811-Hedwigia_ciliata|m.649</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZQRI-2060876-Timmia_austriaca|m.6326</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042235</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZACW-2000478-Leucodon_sciuroides|m.13...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042236</th>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZACW-2003656-Leucodon_sciuroides|m.491</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZTHV-2005315-Atrichum_angustatum|m.2823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZACW-2008958-Leucodon_sciuroides|m.1136</td>\n",
       "      <td>scaffold-ZQRI-2000588-Timmia_austriaca|m.1832</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042238</th>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZACW-2088555-Leucodon_sciuroides|m.383</td>\n",
       "      <td>scaffold-ZQRI-2056452-Timmia_austriaca|m.7505</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042239</th>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZACW-2094205-Leucodon_sciuroides|m.2477</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZTHV-2015724-Atrichum_angustatum|m.698</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042240</th>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZQRI-2000714-Timmia_austriaca|m.8450,...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <td>NaN</td>\n",
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       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZQRI-2002910-Timmia_austriaca|m.5914,...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <td>NaN</td>\n",
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       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZQRI-2009361-Timmia_austriaca|m.617, ...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042243</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZQRI-2058569-Timmia_austriaca|m.6793,...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042244</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZQRI-2060952-Timmia_austriaca|m.1998</td>\n",
       "      <td>scaffold-ZTHV-2004902-Atrichum_angustatum|m.4837</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042245</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZTHV-2000555-Atrichum_angustatum|m.40...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0042246</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>scaffold-ZTHV-2003972-Atrichum_angustatum|m.32...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>42247 rows × 63 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                         ABCD  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-ABCD-2000489-Niphotrichum_elongatum|m...   \n",
       "OG0000001   scaffold-ABCD-2060747-Niphotrichum_elongatum|m...   \n",
       "OG0000002   scaffold-ABCD-2003350-Niphotrichum_elongatum|m...   \n",
       "OG0000003   scaffold-ABCD-2002235-Niphotrichum_elongatum|m...   \n",
       "OG0000004   scaffold-ABCD-2010842-Niphotrichum_elongatum|m...   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-ABCD-2001460-Niphotrichum_elongatum|m...   \n",
       "OG0000007   scaffold-ABCD-2009630-Niphotrichum_elongatum|m...   \n",
       "OG0000008   scaffold-ABCD-2061546-Niphotrichum_elongatum|m...   \n",
       "OG0000009   scaffold-ABCD-2077253-Niphotrichum_elongatum|m...   \n",
       "OG0000010   scaffold-ABCD-2000637-Niphotrichum_elongatum|m...   \n",
       "OG0000011   scaffold-ABCD-2062309-Niphotrichum_elongatum|m...   \n",
       "OG0000012   scaffold-ABCD-2065155-Niphotrichum_elongatum|m...   \n",
       "OG0000013   scaffold-ABCD-2001584-Niphotrichum_elongatum|m...   \n",
       "OG0000014   scaffold-ABCD-2005952-Niphotrichum_elongatum|m...   \n",
       "OG0000015   scaffold-ABCD-2001125-Niphotrichum_elongatum|m...   \n",
       "OG0000016                                                 NaN   \n",
       "OG0000017   scaffold-ABCD-2067554-Niphotrichum_elongatum|m...   \n",
       "OG0000018   scaffold-ABCD-2002491-Niphotrichum_elongatum|m...   \n",
       "OG0000019   scaffold-ABCD-2067411-Niphotrichum_elongatum|m...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021                                                 NaN   \n",
       "OG0000022   scaffold-ABCD-2000634-Niphotrichum_elongatum|m...   \n",
       "OG0000023   scaffold-ABCD-2001511-Niphotrichum_elongatum|m...   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025   scaffold-ABCD-2009751-Niphotrichum_elongatum|m...   \n",
       "OG0000026   scaffold-ABCD-2010265-Niphotrichum_elongatum|m...   \n",
       "OG0000027   scaffold-ABCD-2001010-Niphotrichum_elongatum|m...   \n",
       "OG0000028   scaffold-ABCD-2063450-Niphotrichum_elongatum|m...   \n",
       "OG0000029   scaffold-ABCD-2000974-Niphotrichum_elongatum|m...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         AWOI  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-AWOI-2000237-Diphyscium_foliosum|m.13...   \n",
       "OG0000001   scaffold-AWOI-2000402-Diphyscium_foliosum|m.77...   \n",
       "OG0000002   scaffold-AWOI-2001469-Diphyscium_foliosum|m.93...   \n",
       "OG0000003   scaffold-AWOI-2011096-Diphyscium_foliosum|m.52...   \n",
       "OG0000004    scaffold-AWOI-2067454-Diphyscium_foliosum|m.5087   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-AWOI-2004600-Diphyscium_foliosum|m.17...   \n",
       "OG0000007   scaffold-AWOI-2009773-Diphyscium_foliosum|m.75...   \n",
       "OG0000008   scaffold-AWOI-2008891-Diphyscium_foliosum|m.96...   \n",
       "OG0000009   scaffold-AWOI-2007670-Diphyscium_foliosum|m.10...   \n",
       "OG0000010   scaffold-AWOI-2003259-Diphyscium_foliosum|m.40...   \n",
       "OG0000011   scaffold-AWOI-2011036-Diphyscium_foliosum|m.63...   \n",
       "OG0000012   scaffold-AWOI-2004876-Diphyscium_foliosum|m.55...   \n",
       "OG0000013   scaffold-AWOI-2007401-Diphyscium_foliosum|m.98...   \n",
       "OG0000014   scaffold-AWOI-2010255-Diphyscium_foliosum|m.61...   \n",
       "OG0000015   scaffold-AWOI-2012549-Diphyscium_foliosum|m.69...   \n",
       "OG0000016   scaffold-AWOI-2058027-Diphyscium_foliosum|m.54...   \n",
       "OG0000017   scaffold-AWOI-2007735-Diphyscium_foliosum|m.96...   \n",
       "OG0000018   scaffold-AWOI-2000362-Diphyscium_foliosum|m.77...   \n",
       "OG0000019   scaffold-AWOI-2006177-Diphyscium_foliosum|m.24...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021                                                 NaN   \n",
       "OG0000022   scaffold-AWOI-2067539-Diphyscium_foliosum|m.89...   \n",
       "OG0000023   scaffold-AWOI-2000064-Diphyscium_foliosum|m.16...   \n",
       "OG0000024    scaffold-AWOI-2000221-Diphyscium_foliosum|m.1027   \n",
       "OG0000025   scaffold-AWOI-2001840-Diphyscium_foliosum|m.87...   \n",
       "OG0000026    scaffold-AWOI-2059893-Diphyscium_foliosum|m.1399   \n",
       "OG0000027   scaffold-AWOI-2007024-Diphyscium_foliosum|m.29...   \n",
       "OG0000028   scaffold-AWOI-2006081-Diphyscium_foliosum|m.73...   \n",
       "OG0000029   scaffold-AWOI-2001430-Diphyscium_foliosum|m.40...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         BGXB  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-BGXB-2001316-Plagiomnium_insigne|m.76...   \n",
       "OG0000001   scaffold-BGXB-2000047-Plagiomnium_insigne|m.28...   \n",
       "OG0000002   scaffold-BGXB-2000395-Plagiomnium_insigne|m.39...   \n",
       "OG0000003   scaffold-BGXB-2005194-Plagiomnium_insigne|m.58...   \n",
       "OG0000004                                                 NaN   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-BGXB-2010145-Plagiomnium_insigne|m.25...   \n",
       "OG0000007   scaffold-BGXB-2002935-Plagiomnium_insigne|m.10...   \n",
       "OG0000008   scaffold-BGXB-2006287-Plagiomnium_insigne|m.16...   \n",
       "OG0000009   scaffold-BGXB-2000234-Plagiomnium_insigne|m.28...   \n",
       "OG0000010   scaffold-BGXB-2001210-Plagiomnium_insigne|m.27...   \n",
       "OG0000011   scaffold-BGXB-2004656-Plagiomnium_insigne|m.59...   \n",
       "OG0000012   scaffold-BGXB-2002917-Plagiomnium_insigne|m.10...   \n",
       "OG0000013   scaffold-BGXB-2002776-Plagiomnium_insigne|m.51...   \n",
       "OG0000014   scaffold-BGXB-2007988-Plagiomnium_insigne|m.42...   \n",
       "OG0000015   scaffold-BGXB-2000988-Plagiomnium_insigne|m.34...   \n",
       "OG0000016                                                 NaN   \n",
       "OG0000017   scaffold-BGXB-2001274-Plagiomnium_insigne|m.14...   \n",
       "OG0000018   scaffold-BGXB-2000139-Plagiomnium_insigne|m.79...   \n",
       "OG0000019   scaffold-BGXB-2004238-Plagiomnium_insigne|m.56...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021                                                 NaN   \n",
       "OG0000022   scaffold-BGXB-2003176-Plagiomnium_insigne|m.67...   \n",
       "OG0000023   scaffold-BGXB-2000908-Plagiomnium_insigne|m.84...   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025    scaffold-BGXB-2066387-Plagiomnium_insigne|m.3459   \n",
       "OG0000026   scaffold-BGXB-2066297-Plagiomnium_insigne|m.42...   \n",
       "OG0000027   scaffold-BGXB-2007570-Plagiomnium_insigne|m.54...   \n",
       "OG0000028   scaffold-BGXB-2001399-Plagiomnium_insigne|m.47...   \n",
       "OG0000029   scaffold-BGXB-2001712-Plagiomnium_insigne|m.52...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         BNCU  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000                                                 NaN   \n",
       "OG0000001   scaffold-BNCU-2004970-Radula_lindenbergia|m.13...   \n",
       "OG0000002   scaffold-BNCU-2000460-Radula_lindenbergia|m.18...   \n",
       "OG0000003   scaffold-BNCU-2001255-Radula_lindenbergia|m.27...   \n",
       "OG0000004   scaffold-BNCU-2000071-Radula_lindenbergia|m.17...   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-BNCU-2005619-Radula_lindenbergia|m.18...   \n",
       "OG0000007   scaffold-BNCU-2003002-Radula_lindenbergia|m.14...   \n",
       "OG0000008   scaffold-BNCU-2000164-Radula_lindenbergia|m.18...   \n",
       "OG0000009   scaffold-BNCU-2001939-Radula_lindenbergia|m.47...   \n",
       "OG0000010                                                 NaN   \n",
       "OG0000011   scaffold-BNCU-2005208-Radula_lindenbergia|m.17...   \n",
       "OG0000012   scaffold-BNCU-2007923-Radula_lindenbergia|m.61...   \n",
       "OG0000013                                                 NaN   \n",
       "OG0000014   scaffold-BNCU-2005518-Radula_lindenbergia|m.98...   \n",
       "OG0000015                                                 NaN   \n",
       "OG0000016                                                 NaN   \n",
       "OG0000017   scaffold-BNCU-2001411-Radula_lindenbergia|m.31...   \n",
       "OG0000018                                                 NaN   \n",
       "OG0000019   scaffold-BNCU-2000318-Radula_lindenbergia|m.20...   \n",
       "OG0000020   scaffold-BNCU-2000087-Radula_lindenbergia|m.57...   \n",
       "OG0000021   scaffold-BNCU-2000122-Radula_lindenbergia|m.70...   \n",
       "OG0000022   scaffold-BNCU-2006532-Radula_lindenbergia|m.13115   \n",
       "OG0000023                                                 NaN   \n",
       "OG0000024   scaffold-BNCU-2015245-Radula_lindenbergia|m.76...   \n",
       "OG0000025   scaffold-BNCU-2003700-Radula_lindenbergia|m.22...   \n",
       "OG0000026   scaffold-BNCU-2003463-Radula_lindenbergia|m.48...   \n",
       "OG0000027   scaffold-BNCU-2000150-Radula_lindenbergia|m.33...   \n",
       "OG0000028   scaffold-BNCU-2010573-Radula_lindenbergia|m.35...   \n",
       "OG0000029   scaffold-BNCU-2000460-Radula_lindenbergia|m.18...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         BPSG  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-BPSG-2000364-Scouleria_aquatica|m.126...   \n",
       "OG0000001   scaffold-BPSG-2003314-Scouleria_aquatica|m.259...   \n",
       "OG0000002   scaffold-BPSG-2000086-Scouleria_aquatica|m.982...   \n",
       "OG0000003   scaffold-BPSG-2004636-Scouleria_aquatica|m.154...   \n",
       "OG0000004                                                 NaN   \n",
       "OG0000005   scaffold-BPSG-2006178-Scouleria_aquatica|m.565...   \n",
       "OG0000006   scaffold-BPSG-2000895-Scouleria_aquatica|m.621...   \n",
       "OG0000007   scaffold-BPSG-2004109-Scouleria_aquatica|m.109...   \n",
       "OG0000008   scaffold-BPSG-2000053-Scouleria_aquatica|m.803...   \n",
       "OG0000009   scaffold-BPSG-2009748-Scouleria_aquatica|m.438...   \n",
       "OG0000010   scaffold-BPSG-2000794-Scouleria_aquatica|m.755...   \n",
       "OG0000011   scaffold-BPSG-2002090-Scouleria_aquatica|m.901...   \n",
       "OG0000012   scaffold-BPSG-2000082-Scouleria_aquatica|m.863...   \n",
       "OG0000013   scaffold-BPSG-2000497-Scouleria_aquatica|m.365...   \n",
       "OG0000014   scaffold-BPSG-2003033-Scouleria_aquatica|m.873...   \n",
       "OG0000015   scaffold-BPSG-2000533-Scouleria_aquatica|m.420...   \n",
       "OG0000016   scaffold-BPSG-2014354-Scouleria_aquatica|m.970...   \n",
       "OG0000017   scaffold-BPSG-2001906-Scouleria_aquatica|m.113...   \n",
       "OG0000018   scaffold-BPSG-2004136-Scouleria_aquatica|m.654...   \n",
       "OG0000019   scaffold-BPSG-2010273-Scouleria_aquatica|m.803...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021                                                 NaN   \n",
       "OG0000022   scaffold-BPSG-2000110-Scouleria_aquatica|m.209...   \n",
       "OG0000023   scaffold-BPSG-2001190-Scouleria_aquatica|m.876...   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025   scaffold-BPSG-2004321-Scouleria_aquatica|m.124...   \n",
       "OG0000026     scaffold-BPSG-2012174-Scouleria_aquatica|m.7628   \n",
       "OG0000027   scaffold-BPSG-2021353-Scouleria_aquatica|m.105...   \n",
       "OG0000028   scaffold-BPSG-2013946-Scouleria_aquatica|m.685...   \n",
       "OG0000029   scaffold-BPSG-2000096-Scouleria_aquatica|m.420...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         CMEQ  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-CMEQ-2000133-Orthotrichum_lyellii|m.1...   \n",
       "OG0000001   scaffold-CMEQ-2082932-Orthotrichum_lyellii|m.4536   \n",
       "OG0000002   scaffold-CMEQ-2000551-Orthotrichum_lyellii|m.8...   \n",
       "OG0000003   scaffold-CMEQ-2000047-Orthotrichum_lyellii|m.7...   \n",
       "OG0000004                                                 NaN   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-CMEQ-2002525-Orthotrichum_lyellii|m.5...   \n",
       "OG0000007   scaffold-CMEQ-2003013-Orthotrichum_lyellii|m.7...   \n",
       "OG0000008   scaffold-CMEQ-2013279-Orthotrichum_lyellii|m.5...   \n",
       "OG0000009   scaffold-CMEQ-2000788-Orthotrichum_lyellii|m.1...   \n",
       "OG0000010   scaffold-CMEQ-2002331-Orthotrichum_lyellii|m.5...   \n",
       "OG0000011   scaffold-CMEQ-2001711-Orthotrichum_lyellii|m.3...   \n",
       "OG0000012   scaffold-CMEQ-2003233-Orthotrichum_lyellii|m.5...   \n",
       "OG0000013   scaffold-CMEQ-2000323-Orthotrichum_lyellii|m.6...   \n",
       "OG0000014   scaffold-CMEQ-2000136-Orthotrichum_lyellii|m.3...   \n",
       "OG0000015                                                 NaN   \n",
       "OG0000016   scaffold-CMEQ-2003498-Orthotrichum_lyellii|m.4...   \n",
       "OG0000017   scaffold-CMEQ-2001228-Orthotrichum_lyellii|m.1...   \n",
       "OG0000018   scaffold-CMEQ-2001143-Orthotrichum_lyellii|m.3...   \n",
       "OG0000019   scaffold-CMEQ-2000948-Orthotrichum_lyellii|m.7...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021                                                 NaN   \n",
       "OG0000022   scaffold-CMEQ-2000302-Orthotrichum_lyellii|m.8...   \n",
       "OG0000023   scaffold-CMEQ-2002711-Orthotrichum_lyellii|m.6...   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025   scaffold-CMEQ-2007338-Orthotrichum_lyellii|m.3047   \n",
       "OG0000026   scaffold-CMEQ-2002833-Orthotrichum_lyellii|m.6...   \n",
       "OG0000027   scaffold-CMEQ-2014365-Orthotrichum_lyellii|m.3...   \n",
       "OG0000028   scaffold-CMEQ-2075725-Orthotrichum_lyellii|m.8...   \n",
       "OG0000029   scaffold-CMEQ-2006667-Orthotrichum_lyellii|m.6...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         DHWX  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-DHWX-2001253-Fontinalis_antipyretica|...   \n",
       "OG0000001   scaffold-DHWX-2000683-Fontinalis_antipyretica|...   \n",
       "OG0000002   scaffold-DHWX-2002021-Fontinalis_antipyretica|...   \n",
       "OG0000003   scaffold-DHWX-2003929-Fontinalis_antipyretica|...   \n",
       "OG0000004                                                 NaN   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-DHWX-2006894-Fontinalis_antipyretica|...   \n",
       "OG0000007   scaffold-DHWX-2003011-Fontinalis_antipyretica|...   \n",
       "OG0000008   scaffold-DHWX-2014960-Fontinalis_antipyretica|...   \n",
       "OG0000009   scaffold-DHWX-2002881-Fontinalis_antipyretica|...   \n",
       "OG0000010   scaffold-DHWX-2000314-Fontinalis_antipyretica|...   \n",
       "OG0000011                                                 NaN   \n",
       "OG0000012   scaffold-DHWX-2002808-Fontinalis_antipyretica|...   \n",
       "OG0000013   scaffold-DHWX-2003359-Fontinalis_antipyretica|...   \n",
       "OG0000014   scaffold-DHWX-2003597-Fontinalis_antipyretica|...   \n",
       "OG0000015   scaffold-DHWX-2004072-Fontinalis_antipyretica|...   \n",
       "OG0000016                                                 NaN   \n",
       "OG0000017   scaffold-DHWX-2060990-Fontinalis_antipyretica|...   \n",
       "OG0000018   scaffold-DHWX-2013340-Fontinalis_antipyretica|...   \n",
       "OG0000019   scaffold-DHWX-2012024-Fontinalis_antipyretica|...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021                                                 NaN   \n",
       "OG0000022   scaffold-DHWX-2010363-Fontinalis_antipyretica|...   \n",
       "OG0000023   scaffold-DHWX-2004785-Fontinalis_antipyretica|...   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025   scaffold-DHWX-2003214-Fontinalis_antipyretica|...   \n",
       "OG0000026   scaffold-DHWX-2006802-Fontinalis_antipyretica|...   \n",
       "OG0000027   scaffold-DHWX-2008252-Fontinalis_antipyretica|...   \n",
       "OG0000028                                                 NaN   \n",
       "OG0000029   scaffold-DHWX-2003434-Fontinalis_antipyretica|...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         EEMJ  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-EEMJ-2002061-Thuidium_delicatulum|m.4...   \n",
       "OG0000001   scaffold-EEMJ-2002059-Thuidium_delicatulum|m.4...   \n",
       "OG0000002   scaffold-EEMJ-2006917-Thuidium_delicatulum|m.5184   \n",
       "OG0000003   scaffold-EEMJ-2000747-Thuidium_delicatulum|m.4...   \n",
       "OG0000004                                                 NaN   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-EEMJ-2001181-Thuidium_delicatulum|m.7...   \n",
       "OG0000007   scaffold-EEMJ-2004772-Thuidium_delicatulum|m.4...   \n",
       "OG0000008   scaffold-EEMJ-2002895-Thuidium_delicatulum|m.1...   \n",
       "OG0000009   scaffold-EEMJ-2004894-Thuidium_delicatulum|m.1...   \n",
       "OG0000010   scaffold-EEMJ-2000961-Thuidium_delicatulum|m.3...   \n",
       "OG0000011   scaffold-EEMJ-2001678-Thuidium_delicatulum|m.4...   \n",
       "OG0000012   scaffold-EEMJ-2000699-Thuidium_delicatulum|m.2...   \n",
       "OG0000013   scaffold-EEMJ-2000130-Thuidium_delicatulum|m.4...   \n",
       "OG0000014   scaffold-EEMJ-2003027-Thuidium_delicatulum|m.4...   \n",
       "OG0000015   scaffold-EEMJ-2004847-Thuidium_delicatulum|m.3602   \n",
       "OG0000016                                                 NaN   \n",
       "OG0000017   scaffold-EEMJ-2002827-Thuidium_delicatulum|m.5...   \n",
       "OG0000018   scaffold-EEMJ-2000122-Thuidium_delicatulum|m.7...   \n",
       "OG0000019   scaffold-EEMJ-2006427-Thuidium_delicatulum|m.2...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021   scaffold-EEMJ-2004105-Thuidium_delicatulum|m.3411   \n",
       "OG0000022                                                 NaN   \n",
       "OG0000023   scaffold-EEMJ-2004882-Thuidium_delicatulum|m.5190   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025   scaffold-EEMJ-2005340-Thuidium_delicatulum|m.1...   \n",
       "OG0000026   scaffold-EEMJ-2000767-Thuidium_delicatulum|m.1...   \n",
       "OG0000027   scaffold-EEMJ-2001953-Thuidium_delicatulum|m.3...   \n",
       "OG0000028   scaffold-EEMJ-2002274-Thuidium_delicatulum|m.3...   \n",
       "OG0000029   scaffold-EEMJ-2005542-Thuidium_delicatulum|m.4...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         FFPD  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-FFPD-2000041-Ceratodon_purpureus|m.13...   \n",
       "OG0000001   scaffold-FFPD-2005179-Ceratodon_purpureus|m.50...   \n",
       "OG0000002   scaffold-FFPD-2000315-Ceratodon_purpureus|m.63...   \n",
       "OG0000003   scaffold-FFPD-2004398-Ceratodon_purpureus|m.82...   \n",
       "OG0000004                                                 NaN   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-FFPD-2001369-Ceratodon_purpureus|m.26...   \n",
       "OG0000007   scaffold-FFPD-2008844-Ceratodon_purpureus|m.89...   \n",
       "OG0000008   scaffold-FFPD-2001331-Ceratodon_purpureus|m.68...   \n",
       "OG0000009   scaffold-FFPD-2001359-Ceratodon_purpureus|m.16...   \n",
       "OG0000010   scaffold-FFPD-2001028-Ceratodon_purpureus|m.82...   \n",
       "OG0000011   scaffold-FFPD-2004132-Ceratodon_purpureus|m.89...   \n",
       "OG0000012   scaffold-FFPD-2000887-Ceratodon_purpureus|m.15...   \n",
       "OG0000013   scaffold-FFPD-2000500-Ceratodon_purpureus|m.21...   \n",
       "OG0000014   scaffold-FFPD-2001469-Ceratodon_purpureus|m.71...   \n",
       "OG0000015    scaffold-FFPD-2003033-Ceratodon_purpureus|m.5663   \n",
       "OG0000016   scaffold-FFPD-2000781-Ceratodon_purpureus|m.71...   \n",
       "OG0000017   scaffold-FFPD-2004236-Ceratodon_purpureus|m.52...   \n",
       "OG0000018   scaffold-FFPD-2000433-Ceratodon_purpureus|m.21...   \n",
       "OG0000019   scaffold-FFPD-2000372-Ceratodon_purpureus|m.86...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021   scaffold-FFPD-2001574-Ceratodon_purpureus|m.74...   \n",
       "OG0000022   scaffold-FFPD-2003503-Ceratodon_purpureus|m.52...   \n",
       "OG0000023   scaffold-FFPD-2002595-Ceratodon_purpureus|m.41...   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025   scaffold-FFPD-2008424-Ceratodon_purpureus|m.23...   \n",
       "OG0000026   scaffold-FFPD-2000143-Ceratodon_purpureus|m.13...   \n",
       "OG0000027   scaffold-FFPD-2002665-Ceratodon_purpureus|m.57...   \n",
       "OG0000028   scaffold-FFPD-2050348-Ceratodon_purpureus|m.32...   \n",
       "OG0000029   scaffold-FFPD-2000078-Ceratodon_purpureus|m.44...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         GOWD  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000                                                 NaN   \n",
       "OG0000001   scaffold-GOWD-2006511-Sphagnum_lescurii|m.1366...   \n",
       "OG0000002   scaffold-GOWD-2000008-Sphagnum_lescurii|m.1137...   \n",
       "OG0000003   scaffold-GOWD-2005373-Sphagnum_lescurii|m.1354...   \n",
       "OG0000004     scaffold-GOWD-2075800-Sphagnum_lescurii|m.13024   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-GOWD-2000612-Sphagnum_lescurii|m.1480...   \n",
       "OG0000007   scaffold-GOWD-2011709-Sphagnum_lescurii|m.4768...   \n",
       "OG0000008   scaffold-GOWD-2004485-Sphagnum_lescurii|m.3937...   \n",
       "OG0000009   scaffold-GOWD-2002939-Sphagnum_lescurii|m.1082...   \n",
       "OG0000010   scaffold-GOWD-2004953-Sphagnum_lescurii|m.1352...   \n",
       "OG0000011   scaffold-GOWD-2000389-Sphagnum_lescurii|m.7581...   \n",
       "OG0000012   scaffold-GOWD-2001437-Sphagnum_lescurii|m.1357...   \n",
       "OG0000013   scaffold-GOWD-2008159-Sphagnum_lescurii|m.7861...   \n",
       "OG0000014   scaffold-GOWD-2004348-Sphagnum_lescurii|m.1402...   \n",
       "OG0000015   scaffold-GOWD-2000504-Sphagnum_lescurii|m.1295...   \n",
       "OG0000016      scaffold-GOWD-2000536-Sphagnum_lescurii|m.4298   \n",
       "OG0000017   scaffold-GOWD-2003909-Sphagnum_lescurii|m.6513...   \n",
       "OG0000018   scaffold-GOWD-2000341-Sphagnum_lescurii|m.3648...   \n",
       "OG0000019     scaffold-GOWD-2070983-Sphagnum_lescurii|m.10058   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021      scaffold-GOWD-2005614-Sphagnum_lescurii|m.1851   \n",
       "OG0000022   scaffold-GOWD-2004445-Sphagnum_lescurii|m.1270...   \n",
       "OG0000023   scaffold-GOWD-2001381-Sphagnum_lescurii|m.2853...   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025   scaffold-GOWD-2000761-Sphagnum_lescurii|m.1274...   \n",
       "OG0000026   scaffold-GOWD-2007305-Sphagnum_lescurii|m.2133...   \n",
       "OG0000027   scaffold-GOWD-2004694-Sphagnum_lescurii|m.5612...   \n",
       "OG0000028   scaffold-GOWD-2004425-Sphagnum_lescurii|m.1477...   \n",
       "OG0000029   scaffold-GOWD-2007775-Sphagnum_lescurii|m.3460...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                  ...                          \\\n",
       "Orthogroup                        ...                           \n",
       "OG0000000                         ...                           \n",
       "OG0000001                         ...                           \n",
       "OG0000002                         ...                           \n",
       "OG0000003                         ...                           \n",
       "OG0000004                         ...                           \n",
       "OG0000005                         ...                           \n",
       "OG0000006                         ...                           \n",
       "OG0000007                         ...                           \n",
       "OG0000008                         ...                           \n",
       "OG0000009                         ...                           \n",
       "OG0000010                         ...                           \n",
       "OG0000011                         ...                           \n",
       "OG0000012                         ...                           \n",
       "OG0000013                         ...                           \n",
       "OG0000014                         ...                           \n",
       "OG0000015                         ...                           \n",
       "OG0000016                         ...                           \n",
       "OG0000017                         ...                           \n",
       "OG0000018                         ...                           \n",
       "OG0000019                         ...                           \n",
       "OG0000020                         ...                           \n",
       "OG0000021                         ...                           \n",
       "OG0000022                         ...                           \n",
       "OG0000023                         ...                           \n",
       "OG0000024                         ...                           \n",
       "OG0000025                         ...                           \n",
       "OG0000026                         ...                           \n",
       "OG0000027                         ...                           \n",
       "OG0000028                         ...                           \n",
       "OG0000029                         ...                           \n",
       "...                               ...                           \n",
       "OG0042217                         ...                           \n",
       "OG0042218                         ...                           \n",
       "OG0042219                         ...                           \n",
       "OG0042220                         ...                           \n",
       "OG0042221                         ...                           \n",
       "OG0042222                         ...                           \n",
       "OG0042223                         ...                           \n",
       "OG0042224                         ...                           \n",
       "OG0042225                         ...                           \n",
       "OG0042226                         ...                           \n",
       "OG0042227                         ...                           \n",
       "OG0042228                         ...                           \n",
       "OG0042229                         ...                           \n",
       "OG0042230                         ...                           \n",
       "OG0042231                         ...                           \n",
       "OG0042232                         ...                           \n",
       "OG0042233                         ...                           \n",
       "OG0042234                         ...                           \n",
       "OG0042235                         ...                           \n",
       "OG0042236                         ...                           \n",
       "OG0042237                         ...                           \n",
       "OG0042238                         ...                           \n",
       "OG0042239                         ...                           \n",
       "OG0042240                         ...                           \n",
       "OG0042241                         ...                           \n",
       "OG0042242                         ...                           \n",
       "OG0042243                         ...                           \n",
       "OG0042244                         ...                           \n",
       "OG0042245                         ...                           \n",
       "OG0042246                         ...                           \n",
       "\n",
       "                                                         WSPM  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-WSPM-2001936-Rhytidiadelphus_loreus|m...   \n",
       "OG0000001   scaffold-WSPM-2000258-Rhytidiadelphus_loreus|m...   \n",
       "OG0000002   scaffold-WSPM-2002551-Rhytidiadelphus_loreus|m...   \n",
       "OG0000003   scaffold-WSPM-2000914-Rhytidiadelphus_loreus|m...   \n",
       "OG0000004                                                 NaN   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-WSPM-2000062-Rhytidiadelphus_loreus|m...   \n",
       "OG0000007   scaffold-WSPM-2006200-Rhytidiadelphus_loreus|m...   \n",
       "OG0000008   scaffold-WSPM-2005967-Rhytidiadelphus_loreus|m...   \n",
       "OG0000009   scaffold-WSPM-2037742-Rhytidiadelphus_loreus|m...   \n",
       "OG0000010   scaffold-WSPM-2001037-Rhytidiadelphus_loreus|m...   \n",
       "OG0000011   scaffold-WSPM-2008701-Rhytidiadelphus_loreus|m...   \n",
       "OG0000012   scaffold-WSPM-2008091-Rhytidiadelphus_loreus|m...   \n",
       "OG0000013   scaffold-WSPM-2000969-Rhytidiadelphus_loreus|m...   \n",
       "OG0000014   scaffold-WSPM-2004594-Rhytidiadelphus_loreus|m...   \n",
       "OG0000015   scaffold-WSPM-2036239-Rhytidiadelphus_loreus|m...   \n",
       "OG0000016                                                 NaN   \n",
       "OG0000017   scaffold-WSPM-2000723-Rhytidiadelphus_loreus|m...   \n",
       "OG0000018   scaffold-WSPM-2000301-Rhytidiadelphus_loreus|m...   \n",
       "OG0000019   scaffold-WSPM-2001964-Rhytidiadelphus_loreus|m...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021                                                 NaN   \n",
       "OG0000022   scaffold-WSPM-2000455-Rhytidiadelphus_loreus|m...   \n",
       "OG0000023   scaffold-WSPM-2001887-Rhytidiadelphus_loreus|m...   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025   scaffold-WSPM-2009883-Rhytidiadelphus_loreus|m...   \n",
       "OG0000026   scaffold-WSPM-2002357-Rhytidiadelphus_loreus|m...   \n",
       "OG0000027   scaffold-WSPM-2003750-Rhytidiadelphus_loreus|m...   \n",
       "OG0000028   scaffold-WSPM-2000382-Rhytidiadelphus_loreus|m...   \n",
       "OG0000029   scaffold-WSPM-2000287-Rhytidiadelphus_loreus|m...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         WZYK  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000                                                 NaN   \n",
       "OG0000001   scaffold-WZYK-2002497-Bazzania_trilobata|m.438...   \n",
       "OG0000002   scaffold-WZYK-2000026-Bazzania_trilobata|m.875...   \n",
       "OG0000003   scaffold-WZYK-2003230-Bazzania_trilobata|m.126...   \n",
       "OG0000004   scaffold-WZYK-2000516-Bazzania_trilobata|m.147...   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-WZYK-2000358-Bazzania_trilobata|m.141...   \n",
       "OG0000007   scaffold-WZYK-2000515-Bazzania_trilobata|m.136...   \n",
       "OG0000008   scaffold-WZYK-2000154-Bazzania_trilobata|m.110...   \n",
       "OG0000009   scaffold-WZYK-2000430-Bazzania_trilobata|m.913...   \n",
       "OG0000010                                                 NaN   \n",
       "OG0000011   scaffold-WZYK-2004034-Bazzania_trilobata|m.347...   \n",
       "OG0000012   scaffold-WZYK-2017555-Bazzania_trilobata|m.465...   \n",
       "OG0000013                                                 NaN   \n",
       "OG0000014   scaffold-WZYK-2008243-Bazzania_trilobata|m.128...   \n",
       "OG0000015   scaffold-WZYK-2012465-Bazzania_trilobata|m.245...   \n",
       "OG0000016                                                 NaN   \n",
       "OG0000017   scaffold-WZYK-2008090-Bazzania_trilobata|m.114...   \n",
       "OG0000018                                                 NaN   \n",
       "OG0000019   scaffold-WZYK-2005071-Bazzania_trilobata|m.555...   \n",
       "OG0000020   scaffold-WZYK-2000105-Bazzania_trilobata|m.435...   \n",
       "OG0000021   scaffold-WZYK-2001584-Bazzania_trilobata|m.582...   \n",
       "OG0000022   scaffold-WZYK-2003823-Bazzania_trilobata|m.150...   \n",
       "OG0000023   scaffold-WZYK-2008737-Bazzania_trilobata|m.917...   \n",
       "OG0000024   scaffold-WZYK-2000333-Bazzania_trilobata|m.976...   \n",
       "OG0000025   scaffold-WZYK-2014554-Bazzania_trilobata|m.336...   \n",
       "OG0000026   scaffold-WZYK-2010638-Bazzania_trilobata|m.137...   \n",
       "OG0000027   scaffold-WZYK-2002861-Bazzania_trilobata|m.142...   \n",
       "OG0000028   scaffold-WZYK-2009931-Bazzania_trilobata|m.575...   \n",
       "OG0000029   scaffold-WZYK-2000496-Bazzania_trilobata|m.420...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         XWHK  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-XWHK-2000391-Funaria|m.1582, scaffold...   \n",
       "OG0000001   scaffold-XWHK-2008755-Funaria|m.3282, scaffold...   \n",
       "OG0000002   scaffold-XWHK-2038867-Funaria|m.284, scaffold-...   \n",
       "OG0000003   scaffold-XWHK-2000242-Funaria|m.4692, scaffold...   \n",
       "OG0000004                                                 NaN   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-XWHK-2001015-Funaria|m.490, scaffold-...   \n",
       "OG0000007   scaffold-XWHK-2002911-Funaria|m.2849, scaffold...   \n",
       "OG0000008   scaffold-XWHK-2000293-Funaria|m.5957, scaffold...   \n",
       "OG0000009   scaffold-XWHK-2003485-Funaria|m.6824, scaffold...   \n",
       "OG0000010   scaffold-XWHK-2001868-Funaria|m.5641, scaffold...   \n",
       "OG0000011   scaffold-XWHK-2006631-Funaria|m.6269, scaffold...   \n",
       "OG0000012   scaffold-XWHK-2007430-Funaria|m.1728, scaffold...   \n",
       "OG0000013   scaffold-XWHK-2003463-Funaria|m.2239, scaffold...   \n",
       "OG0000014   scaffold-XWHK-2006928-Funaria|m.5212, scaffold...   \n",
       "OG0000015                                                 NaN   \n",
       "OG0000016                                                 NaN   \n",
       "OG0000017   scaffold-XWHK-2038512-Funaria|m.900, scaffold-...   \n",
       "OG0000018   scaffold-XWHK-2000235-Funaria|m.5979, scaffold...   \n",
       "OG0000019   scaffold-XWHK-2006544-Funaria|m.6938, scaffold...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021                                                 NaN   \n",
       "OG0000022                scaffold-XWHK-2007345-Funaria|m.1986   \n",
       "OG0000023                                                 NaN   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025   scaffold-XWHK-2001737-Funaria|m.2429, scaffold...   \n",
       "OG0000026   scaffold-XWHK-2006868-Funaria|m.7048, scaffold...   \n",
       "OG0000027   scaffold-XWHK-2000261-Funaria|m.926, scaffold-...   \n",
       "OG0000028   scaffold-XWHK-2002845-Funaria|m.2761, scaffold...   \n",
       "OG0000029   scaffold-XWHK-2004995-Funaria|m.3583, scaffold...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         YBQN  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000                                                 NaN   \n",
       "OG0000001   scaffold-YBQN-2000564-Odontoschisma_prostratum...   \n",
       "OG0000002   scaffold-YBQN-2000339-Odontoschisma_prostratum...   \n",
       "OG0000003   scaffold-YBQN-2001078-Odontoschisma_prostratum...   \n",
       "OG0000004   scaffold-YBQN-2000037-Odontoschisma_prostratum...   \n",
       "OG0000005   scaffold-YBQN-2016680-Odontoschisma_prostratum...   \n",
       "OG0000006   scaffold-YBQN-2007514-Odontoschisma_prostratum...   \n",
       "OG0000007   scaffold-YBQN-2008300-Odontoschisma_prostratum...   \n",
       "OG0000008   scaffold-YBQN-2000244-Odontoschisma_prostratum...   \n",
       "OG0000009   scaffold-YBQN-2002746-Odontoschisma_prostratum...   \n",
       "OG0000010                                                 NaN   \n",
       "OG0000011   scaffold-YBQN-2007424-Odontoschisma_prostratum...   \n",
       "OG0000012   scaffold-YBQN-2000740-Odontoschisma_prostratum...   \n",
       "OG0000013   scaffold-YBQN-2014485-Odontoschisma_prostratum...   \n",
       "OG0000014   scaffold-YBQN-2006744-Odontoschisma_prostratum...   \n",
       "OG0000015   scaffold-YBQN-2014552-Odontoschisma_prostratum...   \n",
       "OG0000016   scaffold-YBQN-2110096-Odontoschisma_prostratum...   \n",
       "OG0000017   scaffold-YBQN-2104094-Odontoschisma_prostratum...   \n",
       "OG0000018                                                 NaN   \n",
       "OG0000019   scaffold-YBQN-2009044-Odontoschisma_prostratum...   \n",
       "OG0000020   scaffold-YBQN-2000208-Odontoschisma_prostratum...   \n",
       "OG0000021   scaffold-YBQN-2000260-Odontoschisma_prostratum...   \n",
       "OG0000022                                                 NaN   \n",
       "OG0000023                                                 NaN   \n",
       "OG0000024   scaffold-YBQN-2000972-Odontoschisma_prostratum...   \n",
       "OG0000025   scaffold-YBQN-2002426-Odontoschisma_prostratum...   \n",
       "OG0000026   scaffold-YBQN-2006969-Odontoschisma_prostratum...   \n",
       "OG0000027   scaffold-YBQN-2000038-Odontoschisma_prostratum...   \n",
       "OG0000028   scaffold-YBQN-2000386-Odontoschisma_prostratum...   \n",
       "OG0000029   scaffold-YBQN-2002741-Odontoschisma_prostratum...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         YEPO  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-YEPO-2006613-cf._Physcomicromitrium_s...   \n",
       "OG0000001   scaffold-YEPO-2000265-cf._Physcomicromitrium_s...   \n",
       "OG0000002   scaffold-YEPO-2005537-cf._Physcomicromitrium_s...   \n",
       "OG0000003   scaffold-YEPO-2001348-cf._Physcomicromitrium_s...   \n",
       "OG0000004                                                 NaN   \n",
       "OG0000005   scaffold-YEPO-2068597-cf._Physcomicromitrium_s...   \n",
       "OG0000006   scaffold-YEPO-2000212-cf._Physcomicromitrium_s...   \n",
       "OG0000007   scaffold-YEPO-2013700-cf._Physcomicromitrium_s...   \n",
       "OG0000008   scaffold-YEPO-2001609-cf._Physcomicromitrium_s...   \n",
       "OG0000009                                                 NaN   \n",
       "OG0000010   scaffold-YEPO-2004337-cf._Physcomicromitrium_s...   \n",
       "OG0000011   scaffold-YEPO-2002423-cf._Physcomicromitrium_s...   \n",
       "OG0000012   scaffold-YEPO-2004675-cf._Physcomicromitrium_s...   \n",
       "OG0000013   scaffold-YEPO-2004695-cf._Physcomicromitrium_s...   \n",
       "OG0000014   scaffold-YEPO-2000790-cf._Physcomicromitrium_s...   \n",
       "OG0000015   scaffold-YEPO-2067052-cf._Physcomicromitrium_s...   \n",
       "OG0000016                                                 NaN   \n",
       "OG0000017   scaffold-YEPO-2013130-cf._Physcomicromitrium_s...   \n",
       "OG0000018                                                 NaN   \n",
       "OG0000019   scaffold-YEPO-2077058-cf._Physcomicromitrium_s...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021                                                 NaN   \n",
       "OG0000022                                                 NaN   \n",
       "OG0000023                                                 NaN   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025   scaffold-YEPO-2013918-cf._Physcomicromitrium_s...   \n",
       "OG0000026   scaffold-YEPO-2003757-cf._Physcomicromitrium_s...   \n",
       "OG0000027   scaffold-YEPO-2069620-cf._Physcomicromitrium_s...   \n",
       "OG0000028                                                 NaN   \n",
       "OG0000029   scaffold-YEPO-2061488-cf._Physcomicromitrium_s...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         YFGP  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000                                                 NaN   \n",
       "OG0000001   scaffold-YFGP-2000147-Pallavicinia_lyellii|m.6...   \n",
       "OG0000002   scaffold-YFGP-2000156-Pallavicinia_lyellii|m.1...   \n",
       "OG0000003   scaffold-YFGP-2003203-Pallavicinia_lyellii|m.1...   \n",
       "OG0000004   scaffold-YFGP-2000900-Pallavicinia_lyellii|m.9...   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-YFGP-2005293-Pallavicinia_lyellii|m.1...   \n",
       "OG0000007   scaffold-YFGP-2000884-Pallavicinia_lyellii|m.9...   \n",
       "OG0000008   scaffold-YFGP-2002354-Pallavicinia_lyellii|m.1...   \n",
       "OG0000009   scaffold-YFGP-2012982-Pallavicinia_lyellii|m.1...   \n",
       "OG0000010   scaffold-YFGP-2098082-Pallavicinia_lyellii|m.2444   \n",
       "OG0000011   scaffold-YFGP-2091127-Pallavicinia_lyellii|m.8...   \n",
       "OG0000012   scaffold-YFGP-2009136-Pallavicinia_lyellii|m.1...   \n",
       "OG0000013   scaffold-YFGP-2100058-Pallavicinia_lyellii|m.5766   \n",
       "OG0000014   scaffold-YFGP-2106983-Pallavicinia_lyellii|m.9...   \n",
       "OG0000015   scaffold-YFGP-2006070-Pallavicinia_lyellii|m.1...   \n",
       "OG0000016   scaffold-YFGP-2003400-Pallavicinia_lyellii|m.1...   \n",
       "OG0000017   scaffold-YFGP-2009940-Pallavicinia_lyellii|m.1...   \n",
       "OG0000018                                                 NaN   \n",
       "OG0000019   scaffold-YFGP-2010176-Pallavicinia_lyellii|m.4...   \n",
       "OG0000020   scaffold-YFGP-2002408-Pallavicinia_lyellii|m.5...   \n",
       "OG0000021   scaffold-YFGP-2000541-Pallavicinia_lyellii|m.3...   \n",
       "OG0000022    scaffold-YFGP-2009117-Pallavicinia_lyellii|m.843   \n",
       "OG0000023   scaffold-YFGP-2002065-Pallavicinia_lyellii|m.9...   \n",
       "OG0000024   scaffold-YFGP-2004598-Pallavicinia_lyellii|m.1...   \n",
       "OG0000025   scaffold-YFGP-2085835-Pallavicinia_lyellii|m.7...   \n",
       "OG0000026   scaffold-YFGP-2011953-Pallavicinia_lyellii|m.5...   \n",
       "OG0000027   scaffold-YFGP-2012142-Pallavicinia_lyellii|m.1...   \n",
       "OG0000028   scaffold-YFGP-2084907-Pallavicinia_lyellii|m.8...   \n",
       "OG0000029   scaffold-YFGP-2003020-Pallavicinia_lyellii|m.1...   \n",
       "...                                                       ...   \n",
       "OG0042217   scaffold-YFGP-2007231-Pallavicinia_lyellii|m.8741   \n",
       "OG0042218   scaffold-YFGP-2007655-Pallavicinia_lyellii|m.4...   \n",
       "OG0042219   scaffold-YFGP-2009712-Pallavicinia_lyellii|m.2...   \n",
       "OG0042220   scaffold-YFGP-2013643-Pallavicinia_lyellii|m.4...   \n",
       "OG0042221   scaffold-YFGP-2015541-Pallavicinia_lyellii|m.7204   \n",
       "OG0042222   scaffold-YFGP-2016294-Pallavicinia_lyellii|m.5139   \n",
       "OG0042223   scaffold-YFGP-2085397-Pallavicinia_lyellii|m.1...   \n",
       "OG0042224   scaffold-YFGP-2089630-Pallavicinia_lyellii|m.1...   \n",
       "OG0042225   scaffold-YFGP-2089863-Pallavicinia_lyellii|m.1...   \n",
       "OG0042226   scaffold-YFGP-2091720-Pallavicinia_lyellii|m.1...   \n",
       "OG0042227   scaffold-YFGP-2092543-Pallavicinia_lyellii|m.2...   \n",
       "OG0042228   scaffold-YFGP-2093827-Pallavicinia_lyellii|m.5275   \n",
       "OG0042229   scaffold-YFGP-2094989-Pallavicinia_lyellii|m.3450   \n",
       "OG0042230   scaffold-YFGP-2101470-Pallavicinia_lyellii|m.1...   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         YWNF  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-YWNF-2000137-Hedwigia_ciliata|m.3648,...   \n",
       "OG0000001   scaffold-YWNF-2001919-Hedwigia_ciliata|m.6061,...   \n",
       "OG0000002   scaffold-YWNF-2000611-Hedwigia_ciliata|m.6846,...   \n",
       "OG0000003   scaffold-YWNF-2001349-Hedwigia_ciliata|m.7154,...   \n",
       "OG0000004                                                 NaN   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-YWNF-2002101-Hedwigia_ciliata|m.4173,...   \n",
       "OG0000007   scaffold-YWNF-2000773-Hedwigia_ciliata|m.2486,...   \n",
       "OG0000008   scaffold-YWNF-2008017-Hedwigia_ciliata|m.1814,...   \n",
       "OG0000009   scaffold-YWNF-2003064-Hedwigia_ciliata|m.5038,...   \n",
       "OG0000010   scaffold-YWNF-2000099-Hedwigia_ciliata|m.2978,...   \n",
       "OG0000011   scaffold-YWNF-2007732-Hedwigia_ciliata|m.4038,...   \n",
       "OG0000012   scaffold-YWNF-2010204-Hedwigia_ciliata|m.3013,...   \n",
       "OG0000013   scaffold-YWNF-2011185-Hedwigia_ciliata|m.427, ...   \n",
       "OG0000014   scaffold-YWNF-2005583-Hedwigia_ciliata|m.1359,...   \n",
       "OG0000015   scaffold-YWNF-2002045-Hedwigia_ciliata|m.5417,...   \n",
       "OG0000016                                                 NaN   \n",
       "OG0000017   scaffold-YWNF-2001701-Hedwigia_ciliata|m.1417,...   \n",
       "OG0000018   scaffold-YWNF-2004629-Hedwigia_ciliata|m.2684,...   \n",
       "OG0000019   scaffold-YWNF-2008427-Hedwigia_ciliata|m.6425,...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021                                                 NaN   \n",
       "OG0000022                                                 NaN   \n",
       "OG0000023                                                 NaN   \n",
       "OG0000024       scaffold-YWNF-2042360-Hedwigia_ciliata|m.2863   \n",
       "OG0000025       scaffold-YWNF-2042058-Hedwigia_ciliata|m.2083   \n",
       "OG0000026   scaffold-YWNF-2004724-Hedwigia_ciliata|m.3978,...   \n",
       "OG0000027   scaffold-YWNF-2001734-Hedwigia_ciliata|m.5949,...   \n",
       "OG0000028   scaffold-YWNF-2001777-Hedwigia_ciliata|m.2368,...   \n",
       "OG0000029   scaffold-YWNF-2000571-Hedwigia_ciliata|m.601, ...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229       scaffold-YWNF-2000406-Hedwigia_ciliata|m.4859   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231       scaffold-YWNF-2000788-Hedwigia_ciliata|m.4585   \n",
       "OG0042232       scaffold-YWNF-2005604-Hedwigia_ciliata|m.6689   \n",
       "OG0042233       scaffold-YWNF-2043295-Hedwigia_ciliata|m.1559   \n",
       "OG0042234        scaffold-YWNF-2044811-Hedwigia_ciliata|m.649   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237                                                 NaN   \n",
       "OG0042238                                                 NaN   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         ZACW  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-ZACW-2000039-Leucodon_sciuroides|m.83...   \n",
       "OG0000001   scaffold-ZACW-2001473-Leucodon_sciuroides|m.10...   \n",
       "OG0000002   scaffold-ZACW-2002477-Leucodon_sciuroides|m.14...   \n",
       "OG0000003   scaffold-ZACW-2003765-Leucodon_sciuroides|m.10...   \n",
       "OG0000004                                                 NaN   \n",
       "OG0000005                                                 NaN   \n",
       "OG0000006   scaffold-ZACW-2002607-Leucodon_sciuroides|m.87...   \n",
       "OG0000007   scaffold-ZACW-2002938-Leucodon_sciuroides|m.21...   \n",
       "OG0000008   scaffold-ZACW-2006857-Leucodon_sciuroides|m.77...   \n",
       "OG0000009   scaffold-ZACW-2006147-Leucodon_sciuroides|m.29...   \n",
       "OG0000010   scaffold-ZACW-2002473-Leucodon_sciuroides|m.53...   \n",
       "OG0000011   scaffold-ZACW-2003137-Leucodon_sciuroides|m.70...   \n",
       "OG0000012   scaffold-ZACW-2015045-Leucodon_sciuroides|m.15...   \n",
       "OG0000013   scaffold-ZACW-2003467-Leucodon_sciuroides|m.10...   \n",
       "OG0000014   scaffold-ZACW-2012230-Leucodon_sciuroides|m.35...   \n",
       "OG0000015   scaffold-ZACW-2082964-Leucodon_sciuroides|m.83...   \n",
       "OG0000016    scaffold-ZACW-2093115-Leucodon_sciuroides|m.6744   \n",
       "OG0000017   scaffold-ZACW-2002019-Leucodon_sciuroides|m.62...   \n",
       "OG0000018   scaffold-ZACW-2000826-Leucodon_sciuroides|m.43...   \n",
       "OG0000019   scaffold-ZACW-2004729-Leucodon_sciuroides|m.44...   \n",
       "OG0000020                                                 NaN   \n",
       "OG0000021   scaffold-ZACW-2000913-Leucodon_sciuroides|m.37...   \n",
       "OG0000022   scaffold-ZACW-2007958-Leucodon_sciuroides|m.26...   \n",
       "OG0000023   scaffold-ZACW-2000684-Leucodon_sciuroides|m.70...   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025   scaffold-ZACW-2001887-Leucodon_sciuroides|m.97...   \n",
       "OG0000026   scaffold-ZACW-2005548-Leucodon_sciuroides|m.63...   \n",
       "OG0000027   scaffold-ZACW-2004725-Leucodon_sciuroides|m.62...   \n",
       "OG0000028                                                 NaN   \n",
       "OG0000029   scaffold-ZACW-2000887-Leucodon_sciuroides|m.99...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221    scaffold-ZACW-2014565-Leucodon_sciuroides|m.5648   \n",
       "OG0042222                                                 NaN   \n",
       "OG0042223    scaffold-ZACW-2097019-Leucodon_sciuroides|m.9533   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228    scaffold-ZACW-2087695-Leucodon_sciuroides|m.4089   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232                                                 NaN   \n",
       "OG0042233                                                 NaN   \n",
       "OG0042234                                                 NaN   \n",
       "OG0042235   scaffold-ZACW-2000478-Leucodon_sciuroides|m.13...   \n",
       "OG0042236     scaffold-ZACW-2003656-Leucodon_sciuroides|m.491   \n",
       "OG0042237    scaffold-ZACW-2008958-Leucodon_sciuroides|m.1136   \n",
       "OG0042238     scaffold-ZACW-2088555-Leucodon_sciuroides|m.383   \n",
       "OG0042239    scaffold-ZACW-2094205-Leucodon_sciuroides|m.2477   \n",
       "OG0042240                                                 NaN   \n",
       "OG0042241                                                 NaN   \n",
       "OG0042242                                                 NaN   \n",
       "OG0042243                                                 NaN   \n",
       "OG0042244                                                 NaN   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         ZQRI  \\\n",
       "Orthogroup                                                      \n",
       "OG0000000   scaffold-ZQRI-2000619-Timmia_austriaca|m.7142,...   \n",
       "OG0000001   scaffold-ZQRI-2000378-Timmia_austriaca|m.2327,...   \n",
       "OG0000002   scaffold-ZQRI-2056038-Timmia_austriaca|m.3241,...   \n",
       "OG0000003   scaffold-ZQRI-2000122-Timmia_austriaca|m.4704,...   \n",
       "OG0000004                                                 NaN   \n",
       "OG0000005       scaffold-ZQRI-2005530-Timmia_austriaca|m.1527   \n",
       "OG0000006   scaffold-ZQRI-2000968-Timmia_austriaca|m.2084,...   \n",
       "OG0000007   scaffold-ZQRI-2002738-Timmia_austriaca|m.1734,...   \n",
       "OG0000008   scaffold-ZQRI-2001310-Timmia_austriaca|m.5534,...   \n",
       "OG0000009   scaffold-ZQRI-2002560-Timmia_austriaca|m.104, ...   \n",
       "OG0000010   scaffold-ZQRI-2002026-Timmia_austriaca|m.7111,...   \n",
       "OG0000011   scaffold-ZQRI-2003171-Timmia_austriaca|m.1279,...   \n",
       "OG0000012   scaffold-ZQRI-2007678-Timmia_austriaca|m.4243,...   \n",
       "OG0000013   scaffold-ZQRI-2055688-Timmia_austriaca|m.2282,...   \n",
       "OG0000014   scaffold-ZQRI-2004480-Timmia_austriaca|m.5922,...   \n",
       "OG0000015                                                 NaN   \n",
       "OG0000016   scaffold-ZQRI-2057365-Timmia_austriaca|m.4318,...   \n",
       "OG0000017   scaffold-ZQRI-2000618-Timmia_austriaca|m.8594,...   \n",
       "OG0000018   scaffold-ZQRI-2004310-Timmia_austriaca|m.4950,...   \n",
       "OG0000019   scaffold-ZQRI-2000488-Timmia_austriaca|m.1661,...   \n",
       "OG0000020       scaffold-ZQRI-2004281-Timmia_austriaca|m.7292   \n",
       "OG0000021                                                 NaN   \n",
       "OG0000022   scaffold-ZQRI-2004709-Timmia_austriaca|m.456, ...   \n",
       "OG0000023       scaffold-ZQRI-2001960-Timmia_austriaca|m.8541   \n",
       "OG0000024                                                 NaN   \n",
       "OG0000025   scaffold-ZQRI-2005061-Timmia_austriaca|m.8429,...   \n",
       "OG0000026   scaffold-ZQRI-2016735-Timmia_austriaca|m.2009,...   \n",
       "OG0000027   scaffold-ZQRI-2003628-Timmia_austriaca|m.4230,...   \n",
       "OG0000028   scaffold-ZQRI-2002675-Timmia_austriaca|m.6810,...   \n",
       "OG0000029   scaffold-ZQRI-2057415-Timmia_austriaca|m.1833,...   \n",
       "...                                                       ...   \n",
       "OG0042217                                                 NaN   \n",
       "OG0042218                                                 NaN   \n",
       "OG0042219                                                 NaN   \n",
       "OG0042220                                                 NaN   \n",
       "OG0042221                                                 NaN   \n",
       "OG0042222        scaffold-ZQRI-2058962-Timmia_austriaca|m.680   \n",
       "OG0042223                                                 NaN   \n",
       "OG0042224                                                 NaN   \n",
       "OG0042225                                                 NaN   \n",
       "OG0042226                                                 NaN   \n",
       "OG0042227                                                 NaN   \n",
       "OG0042228                                                 NaN   \n",
       "OG0042229                                                 NaN   \n",
       "OG0042230                                                 NaN   \n",
       "OG0042231                                                 NaN   \n",
       "OG0042232       scaffold-ZQRI-2001907-Timmia_austriaca|m.8010   \n",
       "OG0042233       scaffold-ZQRI-2057375-Timmia_austriaca|m.6721   \n",
       "OG0042234       scaffold-ZQRI-2060876-Timmia_austriaca|m.6326   \n",
       "OG0042235                                                 NaN   \n",
       "OG0042236                                                 NaN   \n",
       "OG0042237       scaffold-ZQRI-2000588-Timmia_austriaca|m.1832   \n",
       "OG0042238       scaffold-ZQRI-2056452-Timmia_austriaca|m.7505   \n",
       "OG0042239                                                 NaN   \n",
       "OG0042240   scaffold-ZQRI-2000714-Timmia_austriaca|m.8450,...   \n",
       "OG0042241   scaffold-ZQRI-2002910-Timmia_austriaca|m.5914,...   \n",
       "OG0042242   scaffold-ZQRI-2009361-Timmia_austriaca|m.617, ...   \n",
       "OG0042243   scaffold-ZQRI-2058569-Timmia_austriaca|m.6793,...   \n",
       "OG0042244       scaffold-ZQRI-2060952-Timmia_austriaca|m.1998   \n",
       "OG0042245                                                 NaN   \n",
       "OG0042246                                                 NaN   \n",
       "\n",
       "                                                         ZTHV  \n",
       "Orthogroup                                                     \n",
       "OG0000000   scaffold-ZTHV-2007408-Atrichum_angustatum|m.66...  \n",
       "OG0000001   scaffold-ZTHV-2001852-Atrichum_angustatum|m.85...  \n",
       "OG0000002    scaffold-ZTHV-2069503-Atrichum_angustatum|m.1705  \n",
       "OG0000003   scaffold-ZTHV-2004752-Atrichum_angustatum|m.41...  \n",
       "OG0000004   scaffold-ZTHV-2007487-Atrichum_angustatum|m.12168  \n",
       "OG0000005                                                 NaN  \n",
       "OG0000006   scaffold-ZTHV-2002491-Atrichum_angustatum|m.86...  \n",
       "OG0000007   scaffold-ZTHV-2007108-Atrichum_angustatum|m.80...  \n",
       "OG0000008   scaffold-ZTHV-2002487-Atrichum_angustatum|m.60...  \n",
       "OG0000009   scaffold-ZTHV-2001783-Atrichum_angustatum|m.10...  \n",
       "OG0000010   scaffold-ZTHV-2000886-Atrichum_angustatum|m.17...  \n",
       "OG0000011   scaffold-ZTHV-2007865-Atrichum_angustatum|m.11...  \n",
       "OG0000012   scaffold-ZTHV-2003316-Atrichum_angustatum|m.77...  \n",
       "OG0000013   scaffold-ZTHV-2002058-Atrichum_angustatum|m.60...  \n",
       "OG0000014   scaffold-ZTHV-2006565-Atrichum_angustatum|m.98...  \n",
       "OG0000015   scaffold-ZTHV-2072310-Atrichum_angustatum|m.10...  \n",
       "OG0000016   scaffold-ZTHV-2013779-Atrichum_angustatum|m.56...  \n",
       "OG0000017   scaffold-ZTHV-2069814-Atrichum_angustatum|m.10...  \n",
       "OG0000018   scaffold-ZTHV-2079841-Atrichum_angustatum|m.11...  \n",
       "OG0000019   scaffold-ZTHV-2004403-Atrichum_angustatum|m.99...  \n",
       "OG0000020                                                 NaN  \n",
       "OG0000021   scaffold-ZTHV-2068694-Atrichum_angustatum|m.12150  \n",
       "OG0000022   scaffold-ZTHV-2009738-Atrichum_angustatum|m.36...  \n",
       "OG0000023   scaffold-ZTHV-2003923-Atrichum_angustatum|m.92...  \n",
       "OG0000024                                                 NaN  \n",
       "OG0000025   scaffold-ZTHV-2000850-Atrichum_angustatum|m.99...  \n",
       "OG0000026   scaffold-ZTHV-2066971-Atrichum_angustatum|m.69...  \n",
       "OG0000027   scaffold-ZTHV-2069752-Atrichum_angustatum|m.12...  \n",
       "OG0000028   scaffold-ZTHV-2006058-Atrichum_angustatum|m.39...  \n",
       "OG0000029   scaffold-ZTHV-2002369-Atrichum_angustatum|m.23...  \n",
       "...                                                       ...  \n",
       "OG0042217    scaffold-ZTHV-2074926-Atrichum_angustatum|m.1992  \n",
       "OG0042218                                                 NaN  \n",
       "OG0042219                                                 NaN  \n",
       "OG0042220                                                 NaN  \n",
       "OG0042221                                                 NaN  \n",
       "OG0042222                                                 NaN  \n",
       "OG0042223                                                 NaN  \n",
       "OG0042224    scaffold-ZTHV-2071440-Atrichum_angustatum|m.7283  \n",
       "OG0042225                                                 NaN  \n",
       "OG0042226    scaffold-ZTHV-2071072-Atrichum_angustatum|m.8874  \n",
       "OG0042227                                                 NaN  \n",
       "OG0042228                                                 NaN  \n",
       "OG0042229                                                 NaN  \n",
       "OG0042230   scaffold-ZTHV-2002570-Atrichum_angustatum|m.10744  \n",
       "OG0042231    scaffold-ZTHV-2016391-Atrichum_angustatum|m.6632  \n",
       "OG0042232                                                 NaN  \n",
       "OG0042233                                                 NaN  \n",
       "OG0042234                                                 NaN  \n",
       "OG0042235                                                 NaN  \n",
       "OG0042236    scaffold-ZTHV-2005315-Atrichum_angustatum|m.2823  \n",
       "OG0042237                                                 NaN  \n",
       "OG0042238                                                 NaN  \n",
       "OG0042239     scaffold-ZTHV-2015724-Atrichum_angustatum|m.698  \n",
       "OG0042240                                                 NaN  \n",
       "OG0042241                                                 NaN  \n",
       "OG0042242                                                 NaN  \n",
       "OG0042243                                                 NaN  \n",
       "OG0042244    scaffold-ZTHV-2004902-Atrichum_angustatum|m.4837  \n",
       "OG0042245   scaffold-ZTHV-2000555-Atrichum_angustatum|m.40...  \n",
       "OG0042246   scaffold-ZTHV-2003972-Atrichum_angustatum|m.32...  \n",
       "\n",
       "[42247 rows x 63 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "orthogroups = pd.read_csv(\"Orthogroups.csv\",sep=\"\\t\",header=0,index_col=0)\n",
    "orthogroups.columns = [x.split(\"-\")[0] for x in orthogroups.columns]\n",
    "orthogroups"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "42247\n",
      "1689 orthogroups have Physcomitrella\n",
      "1003 orthogroups have Jungermannia\n",
      "163 orthogroups have both Physcomitrella and Jungermannia\n"
     ]
    }
   ],
   "source": [
    "orthogroups_counts = orthogroups.apply(lambda x: x.str.count(\",\") + 1)\n",
    "orthogroups_counts.fillna(0,inplace=True)\n",
    "physco_and_junger = orthogroups_counts[(orthogroups_counts.Physco_resort > 0) & (orthogroups_counts.Junger_resort > 0)]\n",
    "\n",
    "print(len(orthogroups_counts))\n",
    "print(\"{} orthogroups have Physcomitrella\".format(len(orthogroups_counts[(orthogroups_counts.Physco_resort > 0)])))\n",
    "print(\"{} orthogroups have Jungermannia\".format(len(orthogroups_counts[(orthogroups_counts.Junger_resort > 0)])))\n",
    "print(\"{} orthogroups have both Physcomitrella and Jungermannia\".format(len(physco_and_junger)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x10f57d630>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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FxFiOOEuRNEpy5ySXtNYuba19NslLk5y+y2UCAAAAuNJalqTRqUk+PPP/ZcM0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\nBEEQBEEQBEEQBEEQTOL/AEJ4wf9x+Y2IAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10f581a90>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_color_map = {x:\"b\" if moss_or_liverwort[x] == \"moss\" else \"r\" for x in moss_or_liverwort}\n",
    "colors=[my_color_map[x] for x in orthogroups_counts.columns]\n",
    "orthogroups_counts.apply(sum).plot(kind=\"bar\",color=colors,figsize = (20,6))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "orthogroup_presabs = orthogroups_counts.apply(lambda x: x > 0)\n",
    "moss_presabs = orthogroup_presabs[[x for x in orthogroup_presabs.columns if moss_or_liverwort[x] == \"moss\"]]\n",
    "liverwort_presabs = orthogroup_presabs[[x for x in orthogroup_presabs.columns if moss_or_liverwort[x] == \"liverwort\"]]\n",
    "diplolep_presabs = orthogroup_presabs[[x for x in orthogroup_presabs.columns if x in diplolepidious]]\n",
    "species_count = orthogroup_presabs.apply(sum,axis=1)\n",
    "moss_count = moss_presabs.apply(sum,axis=1)\n",
    "liverwort_count = liverwort_presabs.apply(sum,axis=1)\n",
    "diplolep_count = diplolep_presabs.apply(sum,axis=1)\n",
    "has_physco = orthogroups_counts.Physco_resort.apply(lambda x: x > 0)\n",
    "has_junger = orthogroups_counts.Junger_resort.apply(lambda x: x > 0)\n",
    "num_seqs = orthogroups_counts.apply(sum,axis=1)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Species</th>\n",
       "      <th>Mosses</th>\n",
       "      <th>Liverworts</th>\n",
       "      <th>Diplolepidious</th>\n",
       "      <th>HasPhysco</th>\n",
       "      <th>HasJunger</th>\n",
       "      <th>NumSeqs</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Orthogroup</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>OG0000568</th>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>0</td>\n",
       "      <td>26</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>80.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000639</th>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>75.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000658</th>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>73.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000659</th>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>0</td>\n",
       "      <td>24</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>73.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000663</th>\n",
       "      <td>39</td>\n",
       "      <td>39</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>73.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000665</th>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>73.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000736</th>\n",
       "      <td>36</td>\n",
       "      <td>36</td>\n",
       "      <td>0</td>\n",
       "      <td>26</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>67.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000737</th>\n",
       "      <td>39</td>\n",
       "      <td>39</td>\n",
       "      <td>0</td>\n",
       "      <td>26</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>67.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000782</th>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>0</td>\n",
       "      <td>26</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>65.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000816</th>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>0</td>\n",
       "      <td>24</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>64.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000818</th>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>64.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000850</th>\n",
       "      <td>32</td>\n",
       "      <td>32</td>\n",
       "      <td>0</td>\n",
       "      <td>23</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>63.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000872</th>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>0</td>\n",
       "      <td>22</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>61.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000875</th>\n",
       "      <td>31</td>\n",
       "      <td>31</td>\n",
       "      <td>0</td>\n",
       "      <td>22</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>61.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000889</th>\n",
       "      <td>31</td>\n",
       "      <td>31</td>\n",
       "      <td>0</td>\n",
       "      <td>22</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>60.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000938</th>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>58.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0000978</th>\n",
       "      <td>36</td>\n",
       "      <td>36</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>56.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001010</th>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>55.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001047</th>\n",
       "      <td>32</td>\n",
       "      <td>32</td>\n",
       "      <td>0</td>\n",
       "      <td>24</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>54.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001059</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>0</td>\n",
       "      <td>22</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>53.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001061</th>\n",
       "      <td>39</td>\n",
       "      <td>39</td>\n",
       "      <td>0</td>\n",
       "      <td>24</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>53.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001066</th>\n",
       "      <td>31</td>\n",
       "      <td>31</td>\n",
       "      <td>0</td>\n",
       "      <td>23</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>53.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001077</th>\n",
       "      <td>27</td>\n",
       "      <td>27</td>\n",
       "      <td>0</td>\n",
       "      <td>21</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>53.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001111</th>\n",
       "      <td>37</td>\n",
       "      <td>37</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>51.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001113</th>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>0</td>\n",
       "      <td>26</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>51.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001119</th>\n",
       "      <td>29</td>\n",
       "      <td>29</td>\n",
       "      <td>0</td>\n",
       "      <td>20</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>51.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001122</th>\n",
       "      <td>40</td>\n",
       "      <td>40</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>51.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001151</th>\n",
       "      <td>37</td>\n",
       "      <td>37</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001152</th>\n",
       "      <td>42</td>\n",
       "      <td>42</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0001157</th>\n",
       "      <td>39</td>\n",
       "      <td>39</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002620</th>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>16</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>29.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002621</th>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>16</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>29.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002626</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>18</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>29.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002628</th>\n",
       "      <td>27</td>\n",
       "      <td>27</td>\n",
       "      <td>0</td>\n",
       "      <td>22</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>29.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002666</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>14</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>29.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002723</th>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>17</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>28.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002725</th>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>28.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002727</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>28.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002728</th>\n",
       "      <td>27</td>\n",
       "      <td>27</td>\n",
       "      <td>0</td>\n",
       "      <td>21</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>28.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002744</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>15</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>28.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002821</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>28.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002848</th>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>14</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>27.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002888</th>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>14</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>27.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002901</th>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>21</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>27.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002911</th>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>17</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>27.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002912</th>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "      <td>0</td>\n",
       "      <td>19</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>27.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002956</th>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>0</td>\n",
       "      <td>17</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>27.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003006</th>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>18</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>26.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003048</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>16</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>26.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003071</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>15</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>26.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003072</th>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>17</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>26.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003120</th>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>0</td>\n",
       "      <td>19</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>26.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003167</th>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003168</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003173</th>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>17</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003188</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>15</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003195</th>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "      <td>0</td>\n",
       "      <td>18</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003348</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>16</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>24.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003366</th>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>24.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003482</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>14</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>24.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>175 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            Species  Mosses  Liverworts  Diplolepidious HasPhysco HasJunger  \\\n",
       "Orthogroup                                                                    \n",
       "OG0000568        41      41           0              26      True     False   \n",
       "OG0000639        41      41           0              27      True     False   \n",
       "OG0000658        38      38           0              25      True     False   \n",
       "OG0000659        38      38           0              24     False     False   \n",
       "OG0000663        39      39           0              27      True     False   \n",
       "OG0000665        38      38           0              27      True     False   \n",
       "OG0000736        36      36           0              26      True     False   \n",
       "OG0000737        39      39           0              26      True     False   \n",
       "OG0000782        35      35           0              26      True     False   \n",
       "OG0000816        34      34           0              24      True     False   \n",
       "OG0000818        38      38           0              25      True     False   \n",
       "OG0000850        32      32           0              23     False     False   \n",
       "OG0000872        34      34           0              22      True     False   \n",
       "OG0000875        31      31           0              22      True     False   \n",
       "OG0000889        31      31           0              22     False     False   \n",
       "OG0000938        41      41           0              27      True     False   \n",
       "OG0000978        36      36           0              27      True     False   \n",
       "OG0001010        35      35           0              27     False     False   \n",
       "OG0001047        32      32           0              24     False     False   \n",
       "OG0001059        30      30           0              22     False     False   \n",
       "OG0001061        39      39           0              24      True     False   \n",
       "OG0001066        31      31           0              23      True     False   \n",
       "OG0001077        27      27           0              21      True     False   \n",
       "OG0001111        37      37           0              27      True     False   \n",
       "OG0001113        41      41           0              26      True     False   \n",
       "OG0001119        29      29           0              20      True     False   \n",
       "OG0001122        40      40           0              27      True     False   \n",
       "OG0001151        37      37           0              25      True     False   \n",
       "OG0001152        42      42           0              27      True     False   \n",
       "OG0001157        39      39           0              27      True     False   \n",
       "...             ...     ...         ...             ...       ...       ...   \n",
       "OG0002620        22      22           0              16     False     False   \n",
       "OG0002621        22      22           0              16     False     False   \n",
       "OG0002626        21      21           0              18      True     False   \n",
       "OG0002628        27      27           0              22      True     False   \n",
       "OG0002666        21      21           0              14     False     False   \n",
       "OG0002723        25      25           0              17     False     False   \n",
       "OG0002725        24      24           0              11      True     False   \n",
       "OG0002727        21      21           0              10      True     False   \n",
       "OG0002728        27      27           0              21      True     False   \n",
       "OG0002744        21      21           0              15      True     False   \n",
       "OG0002821        21      21           0              11      True     False   \n",
       "OG0002848        22      22           0              14      True     False   \n",
       "OG0002888        25      25           0              14     False     False   \n",
       "OG0002901        25      25           0              21     False     False   \n",
       "OG0002911        22      22           0              17      True     False   \n",
       "OG0002912        23      23           0              19      True     False   \n",
       "OG0002956        24      24           0              17     False     False   \n",
       "OG0003006        22      22           0              18     False     False   \n",
       "OG0003048        21      21           0              16     False     False   \n",
       "OG0003071        21      21           0              15      True     False   \n",
       "OG0003072        25      25           0              17      True     False   \n",
       "OG0003120        24      24           0              19      True     False   \n",
       "OG0003167        23      23           0              13      True     False   \n",
       "OG0003168        21      21           0              11      True     False   \n",
       "OG0003173        22      22           0              17     False     False   \n",
       "OG0003188        21      21           0              15      True     False   \n",
       "OG0003195        23      23           0              18      True     False   \n",
       "OG0003348        21      21           0              16      True     False   \n",
       "OG0003366        23      23           0              13      True     False   \n",
       "OG0003482        21      21           0              14      True     False   \n",
       "\n",
       "            NumSeqs  \n",
       "Orthogroup           \n",
       "OG0000568      80.0  \n",
       "OG0000639      75.0  \n",
       "OG0000658      73.0  \n",
       "OG0000659      73.0  \n",
       "OG0000663      73.0  \n",
       "OG0000665      73.0  \n",
       "OG0000736      67.0  \n",
       "OG0000737      67.0  \n",
       "OG0000782      65.0  \n",
       "OG0000816      64.0  \n",
       "OG0000818      64.0  \n",
       "OG0000850      63.0  \n",
       "OG0000872      61.0  \n",
       "OG0000875      61.0  \n",
       "OG0000889      60.0  \n",
       "OG0000938      58.0  \n",
       "OG0000978      56.0  \n",
       "OG0001010      55.0  \n",
       "OG0001047      54.0  \n",
       "OG0001059      53.0  \n",
       "OG0001061      53.0  \n",
       "OG0001066      53.0  \n",
       "OG0001077      53.0  \n",
       "OG0001111      51.0  \n",
       "OG0001113      51.0  \n",
       "OG0001119      51.0  \n",
       "OG0001122      51.0  \n",
       "OG0001151      50.0  \n",
       "OG0001152      50.0  \n",
       "OG0001157      50.0  \n",
       "...             ...  \n",
       "OG0002620      29.0  \n",
       "OG0002621      29.0  \n",
       "OG0002626      29.0  \n",
       "OG0002628      29.0  \n",
       "OG0002666      29.0  \n",
       "OG0002723      28.0  \n",
       "OG0002725      28.0  \n",
       "OG0002727      28.0  \n",
       "OG0002728      28.0  \n",
       "OG0002744      28.0  \n",
       "OG0002821      28.0  \n",
       "OG0002848      27.0  \n",
       "OG0002888      27.0  \n",
       "OG0002901      27.0  \n",
       "OG0002911      27.0  \n",
       "OG0002912      27.0  \n",
       "OG0002956      27.0  \n",
       "OG0003006      26.0  \n",
       "OG0003048      26.0  \n",
       "OG0003071      26.0  \n",
       "OG0003072      26.0  \n",
       "OG0003120      26.0  \n",
       "OG0003167      25.0  \n",
       "OG0003168      25.0  \n",
       "OG0003173      25.0  \n",
       "OG0003188      25.0  \n",
       "OG0003195      25.0  \n",
       "OG0003348      24.0  \n",
       "OG0003366      24.0  \n",
       "OG0003482      24.0  \n",
       "\n",
       "[175 rows x 7 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ortho_summary = pd.concat([species_count,moss_count,liverwort_count,diplolep_count,has_physco,has_junger,num_seqs],axis=1)\n",
    "ortho_summary.columns=[\"Species\",\"Mosses\",\"Liverworts\",\"Diplolepidious\",\"HasPhysco\",\"HasJunger\",\"NumSeqs\"]\n",
    "ortho_summary[(ortho_summary.Mosses > 20) & \n",
    "              (ortho_summary.Liverworts == 0) & \n",
    "              (ortho_summary.NumSeqs < 2*ortho_summary.Species)]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1     9647\n",
       "2     4738\n",
       "3     3015\n",
       "4     2154\n",
       "5     1588\n",
       "6     1220\n",
       "7      974\n",
       "8      791\n",
       "9      641\n",
       "10     509\n",
       "11     419\n",
       "12     349\n",
       "13     282\n",
       "14     226\n",
       "15     183\n",
       "16     153\n",
       "17     133\n",
       "18     113\n",
       "19      91\n",
       "20      73\n",
       "21      63\n",
       "22      55\n",
       "23      48\n",
       "24      42\n",
       "25      33\n",
       "26      29\n",
       "27      26\n",
       "28      24\n",
       "29      19\n",
       "30      17\n",
       "31      14\n",
       "32      10\n",
       "33       9\n",
       "35       5\n",
       "36       4\n",
       "38       3\n",
       "39       1\n",
       "41       0\n",
       "Name: Species, dtype: int64"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "moss_only_noPhysco = ortho_summary[(ortho_summary.Liverworts == 0) & (ortho_summary.HasPhysco == False)] \n",
    "moss_orthogroup_sizes = moss_only_noPhysco.Species.value_counts()\n",
    "\n",
    "at_least_x = len(moss_only_noPhysco) - moss_orthogroup_sizes.sort_index().cumsum()\n",
    "at_least_x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1     3507\n",
       "2     1113\n",
       "3      515\n",
       "4      259\n",
       "5      152\n",
       "6       93\n",
       "7       62\n",
       "8       42\n",
       "9       32\n",
       "10      23\n",
       "11      15\n",
       "12       9\n",
       "13       3\n",
       "14       1\n",
       "15       0\n",
       "Name: Species, dtype: int64"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "diplolep_orthogroups = ortho_summary[(ortho_summary.Liverworts == 0) & \n",
    "                                     (ortho_summary.HasPhysco == False) & \n",
    "                                     (ortho_summary.Mosses - ortho_summary.Diplolepidious == 0)] \n",
    "diplolep_orthogroup_sizes = diplolep_orthogroups.Species.value_counts()\n",
    "\n",
    "at_least_x = len(diplolep_orthogroups) - diplolep_orthogroup_sizes.sort_index().cumsum()\n",
    "at_least_x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Species</th>\n",
       "      <th>Mosses</th>\n",
       "      <th>Liverworts</th>\n",
       "      <th>Diplolepidious</th>\n",
       "      <th>HasPhysco</th>\n",
       "      <th>HasJunger</th>\n",
       "      <th>NumSeqs</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Orthogroup</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>OG0001963</th>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>35.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0002962</th>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>27.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0003293</th>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0004175</th>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>14</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0004540</th>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>15</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>19.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0004545</th>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>19.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0005349</th>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>17.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0005446</th>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>14</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>16.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0006114</th>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0007012</th>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0007219</th>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0007534</th>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0007544</th>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0007813</th>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OG0007947</th>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            Species  Mosses  Liverworts  Diplolepidious HasPhysco HasJunger  \\\n",
       "Orthogroup                                                                    \n",
       "OG0001963        13      13           0              13     False     False   \n",
       "OG0002962        13      13           0              13     False     False   \n",
       "OG0003293        13      13           0              13     False     False   \n",
       "OG0004175        14      14           0              14     False     False   \n",
       "OG0004540        15      15           0              15     False     False   \n",
       "OG0004545        13      13           0              13     False     False   \n",
       "OG0005349        13      13           0              13     False     False   \n",
       "OG0005446        14      14           0              14     False     False   \n",
       "OG0006114        12      12           0              12     False     False   \n",
       "OG0007012        13      13           0              13     False     False   \n",
       "OG0007219        12      12           0              12     False     False   \n",
       "OG0007534        12      12           0              12     False     False   \n",
       "OG0007544        12      12           0              12     False     False   \n",
       "OG0007813        12      12           0              12     False     False   \n",
       "OG0007947        12      12           0              12     False     False   \n",
       "\n",
       "            NumSeqs  \n",
       "Orthogroup           \n",
       "OG0001963      35.0  \n",
       "OG0002962      27.0  \n",
       "OG0003293      25.0  \n",
       "OG0004175      20.0  \n",
       "OG0004540      19.0  \n",
       "OG0004545      19.0  \n",
       "OG0005349      17.0  \n",
       "OG0005446      16.0  \n",
       "OG0006114      15.0  \n",
       "OG0007012      13.0  \n",
       "OG0007219      13.0  \n",
       "OG0007534      12.0  \n",
       "OG0007544      12.0  \n",
       "OG0007813      12.0  \n",
       "OG0007947      12.0  "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "diplolep_orthogroups[diplolep_orthogroups.Diplolepidious > 11]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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