{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "9bebb49e",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "6555dfb9",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Import the data and filter only the few several columns and rows\n",
    "count = pd.read_csv(\"/home/gs2100019/eugene/metagenomics_training/output/wf-metagenomics-counts-species.csv\", index_col = 0, usecols=range(5))\n",
    "\n",
    "#Select only several rows based on the total ENS\n",
    "count = count.head(56)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "9e59391a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>barcode02</th>\n",
       "      <th>barcode03</th>\n",
       "      <th>barcode04</th>\n",
       "      <th>barcode05</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>species</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Veillonella atypica</th>\n",
       "      <td>86</td>\n",
       "      <td>123084</td>\n",
       "      <td>180309</td>\n",
       "      <td>1823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Haemophilus parainfluenzae</th>\n",
       "      <td>96014</td>\n",
       "      <td>586</td>\n",
       "      <td>584</td>\n",
       "      <td>3778</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gemella haemolysans</th>\n",
       "      <td>877</td>\n",
       "      <td>15</td>\n",
       "      <td>47</td>\n",
       "      <td>47659</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Haemophilus seminalis</th>\n",
       "      <td>1349</td>\n",
       "      <td>25</td>\n",
       "      <td>36</td>\n",
       "      <td>46432</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus rubneri</th>\n",
       "      <td>6475</td>\n",
       "      <td>95</td>\n",
       "      <td>134</td>\n",
       "      <td>39387</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus mitis</th>\n",
       "      <td>20410</td>\n",
       "      <td>2595</td>\n",
       "      <td>834</td>\n",
       "      <td>19524</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Megasphaera micronuciformis</th>\n",
       "      <td>9</td>\n",
       "      <td>21667</td>\n",
       "      <td>20049</td>\n",
       "      <td>420</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Haemophilus haemolyticus</th>\n",
       "      <td>33786</td>\n",
       "      <td>6</td>\n",
       "      <td>111</td>\n",
       "      <td>5493</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus australis</th>\n",
       "      <td>7275</td>\n",
       "      <td>257</td>\n",
       "      <td>182</td>\n",
       "      <td>31105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella massiliensis</th>\n",
       "      <td>25211</td>\n",
       "      <td>162</td>\n",
       "      <td>371</td>\n",
       "      <td>2276</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus oralis</th>\n",
       "      <td>15118</td>\n",
       "      <td>1124</td>\n",
       "      <td>454</td>\n",
       "      <td>9727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella caviae</th>\n",
       "      <td>13</td>\n",
       "      <td>7839</td>\n",
       "      <td>17156</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus shenyangsis</th>\n",
       "      <td>3777</td>\n",
       "      <td>57</td>\n",
       "      <td>49</td>\n",
       "      <td>18964</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus chosunense</th>\n",
       "      <td>9936</td>\n",
       "      <td>814</td>\n",
       "      <td>338</td>\n",
       "      <td>11395</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Prevotella histicola</th>\n",
       "      <td>25</td>\n",
       "      <td>6941</td>\n",
       "      <td>12446</td>\n",
       "      <td>61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Granulicatella elegans</th>\n",
       "      <td>747</td>\n",
       "      <td>311</td>\n",
       "      <td>26</td>\n",
       "      <td>18388</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella tobetsuensis</th>\n",
       "      <td>56</td>\n",
       "      <td>4648</td>\n",
       "      <td>11432</td>\n",
       "      <td>2055</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus orisratti</th>\n",
       "      <td>8264</td>\n",
       "      <td>538</td>\n",
       "      <td>197</td>\n",
       "      <td>8847</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus koreensis</th>\n",
       "      <td>4158</td>\n",
       "      <td>1147</td>\n",
       "      <td>324</td>\n",
       "      <td>9472</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus entericus</th>\n",
       "      <td>5050</td>\n",
       "      <td>797</td>\n",
       "      <td>255</td>\n",
       "      <td>8693</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gemella sanguinis</th>\n",
       "      <td>914</td>\n",
       "      <td>36</td>\n",
       "      <td>7</td>\n",
       "      <td>12890</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Prevotella vespertina</th>\n",
       "      <td>24</td>\n",
       "      <td>8962</td>\n",
       "      <td>4669</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gemella parahaemolysans</th>\n",
       "      <td>2334</td>\n",
       "      <td>6</td>\n",
       "      <td>15</td>\n",
       "      <td>10088</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Leptotrichia wadei</th>\n",
       "      <td>6</td>\n",
       "      <td>5549</td>\n",
       "      <td>5983</td>\n",
       "      <td>608</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus constellatus</th>\n",
       "      <td>3360</td>\n",
       "      <td>526</td>\n",
       "      <td>163</td>\n",
       "      <td>7307</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus vestibularis</th>\n",
       "      <td>2555</td>\n",
       "      <td>2367</td>\n",
       "      <td>528</td>\n",
       "      <td>4734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Lachnoanaerobaculum orale</th>\n",
       "      <td>16</td>\n",
       "      <td>2977</td>\n",
       "      <td>6540</td>\n",
       "      <td>131</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella montpellierensis</th>\n",
       "      <td>44</td>\n",
       "      <td>3435</td>\n",
       "      <td>4831</td>\n",
       "      <td>172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella infantium</th>\n",
       "      <td>73</td>\n",
       "      <td>2823</td>\n",
       "      <td>5405</td>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus periodonticum</th>\n",
       "      <td>2560</td>\n",
       "      <td>203</td>\n",
       "      <td>72</td>\n",
       "      <td>5529</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus panodentis</th>\n",
       "      <td>3027</td>\n",
       "      <td>203</td>\n",
       "      <td>78</td>\n",
       "      <td>4833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus gallolyticus</th>\n",
       "      <td>2182</td>\n",
       "      <td>272</td>\n",
       "      <td>104</td>\n",
       "      <td>5510</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Prevotella jejuni</th>\n",
       "      <td>30</td>\n",
       "      <td>1989</td>\n",
       "      <td>5140</td>\n",
       "      <td>247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus didelphis</th>\n",
       "      <td>2323</td>\n",
       "      <td>428</td>\n",
       "      <td>158</td>\n",
       "      <td>3856</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella parvula</th>\n",
       "      <td>151</td>\n",
       "      <td>2046</td>\n",
       "      <td>4270</td>\n",
       "      <td>194</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus peroris</th>\n",
       "      <td>1898</td>\n",
       "      <td>224</td>\n",
       "      <td>91</td>\n",
       "      <td>4447</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Haemophilus aegyptius</th>\n",
       "      <td>2638</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3825</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus oricebi</th>\n",
       "      <td>2518</td>\n",
       "      <td>101</td>\n",
       "      <td>36</td>\n",
       "      <td>3541</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus phocae</th>\n",
       "      <td>2445</td>\n",
       "      <td>170</td>\n",
       "      <td>66</td>\n",
       "      <td>3473</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus timonensis</th>\n",
       "      <td>585</td>\n",
       "      <td>4</td>\n",
       "      <td>130</td>\n",
       "      <td>5208</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella nakazawae</th>\n",
       "      <td>59</td>\n",
       "      <td>2200</td>\n",
       "      <td>3164</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Staphylococcus epidermidis</th>\n",
       "      <td>11</td>\n",
       "      <td>147</td>\n",
       "      <td>7</td>\n",
       "      <td>5260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Prevotella salivae</th>\n",
       "      <td>41</td>\n",
       "      <td>3326</td>\n",
       "      <td>1724</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus chenjunshii</th>\n",
       "      <td>687</td>\n",
       "      <td>2390</td>\n",
       "      <td>786</td>\n",
       "      <td>1158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Selenomonas felix</th>\n",
       "      <td>5</td>\n",
       "      <td>3555</td>\n",
       "      <td>898</td>\n",
       "      <td>530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus sanguinis</th>\n",
       "      <td>2055</td>\n",
       "      <td>638</td>\n",
       "      <td>175</td>\n",
       "      <td>1895</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus pneumoniae</th>\n",
       "      <td>1456</td>\n",
       "      <td>15</td>\n",
       "      <td>20</td>\n",
       "      <td>2729</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Campylobacter rectus</th>\n",
       "      <td>929</td>\n",
       "      <td>162</td>\n",
       "      <td>165</td>\n",
       "      <td>2961</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus cuniculi</th>\n",
       "      <td>817</td>\n",
       "      <td>33</td>\n",
       "      <td>32</td>\n",
       "      <td>3281</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gemella asaccharolytica</th>\n",
       "      <td>251</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>3820</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus marmotae</th>\n",
       "      <td>88</td>\n",
       "      <td>3659</td>\n",
       "      <td>28</td>\n",
       "      <td>158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella dispar</th>\n",
       "      <td>20</td>\n",
       "      <td>1418</td>\n",
       "      <td>2481</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus parasanguinis</th>\n",
       "      <td>289</td>\n",
       "      <td>1996</td>\n",
       "      <td>1077</td>\n",
       "      <td>539</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Anaerobacterium chartisolvens</th>\n",
       "      <td>11</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>3881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus pantholopis</th>\n",
       "      <td>1430</td>\n",
       "      <td>56</td>\n",
       "      <td>34</td>\n",
       "      <td>2021</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Prevotella pallens</th>\n",
       "      <td>16</td>\n",
       "      <td>2359</td>\n",
       "      <td>1001</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               barcode02  barcode03  barcode04  barcode05\n",
       "species                                                                  \n",
       "Veillonella atypica                   86     123084     180309       1823\n",
       "Haemophilus parainfluenzae         96014        586        584       3778\n",
       "Gemella haemolysans                  877         15         47      47659\n",
       "Haemophilus seminalis               1349         25         36      46432\n",
       "Streptococcus rubneri               6475         95        134      39387\n",
       "Streptococcus mitis                20410       2595        834      19524\n",
       "Megasphaera micronuciformis            9      21667      20049        420\n",
       "Haemophilus haemolyticus           33786          6        111       5493\n",
       "Streptococcus australis             7275        257        182      31105\n",
       "Veillonella massiliensis           25211        162        371       2276\n",
       "Streptococcus oralis               15118       1124        454       9727\n",
       "Veillonella caviae                    13       7839      17156         38\n",
       "Streptococcus shenyangsis           3777         57         49      18964\n",
       "Streptococcus chosunense            9936        814        338      11395\n",
       "Prevotella histicola                  25       6941      12446         61\n",
       "Granulicatella elegans               747        311         26      18388\n",
       "Veillonella tobetsuensis              56       4648      11432       2055\n",
       "Streptococcus orisratti             8264        538        197       8847\n",
       "Streptococcus koreensis             4158       1147        324       9472\n",
       "Streptococcus entericus             5050        797        255       8693\n",
       "Gemella sanguinis                    914         36          7      12890\n",
       "Prevotella vespertina                 24       8962       4669         26\n",
       "Gemella parahaemolysans             2334          6         15      10088\n",
       "Leptotrichia wadei                     6       5549       5983        608\n",
       "Streptococcus constellatus          3360        526        163       7307\n",
       "Streptococcus vestibularis          2555       2367        528       4734\n",
       "Lachnoanaerobaculum orale             16       2977       6540        131\n",
       "Veillonella montpellierensis          44       3435       4831        172\n",
       "Veillonella infantium                 73       2823       5405         89\n",
       "Streptococcus periodonticum         2560        203         72       5529\n",
       "Streptococcus panodentis            3027        203         78       4833\n",
       "Streptococcus gallolyticus          2182        272        104       5510\n",
       "Prevotella jejuni                     30       1989       5140        247\n",
       "Streptococcus didelphis             2323        428        158       3856\n",
       "Veillonella parvula                  151       2046       4270        194\n",
       "Streptococcus peroris               1898        224         91       4447\n",
       "Haemophilus aegyptius               2638          0          0       3825\n",
       "Streptococcus oricebi               2518        101         36       3541\n",
       "Streptococcus phocae                2445        170         66       3473\n",
       "Streptococcus timonensis             585          4        130       5208\n",
       "Veillonella nakazawae                 59       2200       3164         67\n",
       "Staphylococcus epidermidis            11        147          7       5260\n",
       "Prevotella salivae                    41       3326       1724         41\n",
       "Streptococcus chenjunshii            687       2390        786       1158\n",
       "Selenomonas felix                      5       3555        898        530\n",
       "Streptococcus sanguinis             2055        638        175       1895\n",
       "Streptococcus pneumoniae            1456         15         20       2729\n",
       "Campylobacter rectus                 929        162        165       2961\n",
       "Streptococcus cuniculi               817         33         32       3281\n",
       "Gemella asaccharolytica              251          6          3       3820\n",
       "Streptococcus marmotae                88       3659         28        158\n",
       "Veillonella dispar                    20       1418       2481         12\n",
       "Streptococcus parasanguinis          289       1996       1077        539\n",
       "Anaerobacterium chartisolvens         11          4          1       3881\n",
       "Streptococcus pantholopis           1430         56         34       2021\n",
       "Prevotella pallens                    16       2359       1001         40"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Check if the dataframe is correct\n",
    "count"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "5300dfb1",
   "metadata": {},
   "outputs": [],
   "source": [
    "relative_abundance = count.div(count.sum())\n",
    "relative_abundance = relative_abundance * 100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d61458fb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>barcode02</th>\n",
       "      <th>barcode03</th>\n",
       "      <th>barcode04</th>\n",
       "      <th>barcode05</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>species</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Veillonella atypica</th>\n",
       "      <td>0.031105</td>\n",
       "      <td>54.223699</td>\n",
       "      <td>61.076974</td>\n",
       "      <td>0.466672</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Haemophilus parainfluenzae</th>\n",
       "      <td>34.726783</td>\n",
       "      <td>0.258158</td>\n",
       "      <td>0.197821</td>\n",
       "      <td>0.967136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gemella haemolysans</th>\n",
       "      <td>0.317197</td>\n",
       "      <td>0.006608</td>\n",
       "      <td>0.015921</td>\n",
       "      <td>12.200298</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Haemophilus seminalis</th>\n",
       "      <td>0.487913</td>\n",
       "      <td>0.011014</td>\n",
       "      <td>0.012194</td>\n",
       "      <td>11.886196</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus rubneri</th>\n",
       "      <td>2.341908</td>\n",
       "      <td>0.041852</td>\n",
       "      <td>0.045390</td>\n",
       "      <td>10.082736</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus mitis</th>\n",
       "      <td>7.381982</td>\n",
       "      <td>1.143207</td>\n",
       "      <td>0.282505</td>\n",
       "      <td>4.997978</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Megasphaera micronuciformis</th>\n",
       "      <td>0.003255</td>\n",
       "      <td>9.545228</td>\n",
       "      <td>6.791299</td>\n",
       "      <td>0.107516</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Haemophilus haemolyticus</th>\n",
       "      <td>12.219875</td>\n",
       "      <td>0.002643</td>\n",
       "      <td>0.037600</td>\n",
       "      <td>1.406161</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus australis</th>\n",
       "      <td>2.631255</td>\n",
       "      <td>0.113219</td>\n",
       "      <td>0.061650</td>\n",
       "      <td>7.962615</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella massiliensis</th>\n",
       "      <td>9.118430</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.125671</td>\n",
       "      <td>0.582637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus oralis</th>\n",
       "      <td>5.467948</td>\n",
       "      <td>0.495169</td>\n",
       "      <td>0.153786</td>\n",
       "      <td>2.490029</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella caviae</th>\n",
       "      <td>0.004702</td>\n",
       "      <td>3.453410</td>\n",
       "      <td>5.811338</td>\n",
       "      <td>0.009728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus shenyangsis</th>\n",
       "      <td>1.366083</td>\n",
       "      <td>0.025111</td>\n",
       "      <td>0.016598</td>\n",
       "      <td>4.854622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus chosunense</th>\n",
       "      <td>3.593698</td>\n",
       "      <td>0.358601</td>\n",
       "      <td>0.114492</td>\n",
       "      <td>2.917023</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Prevotella histicola</th>\n",
       "      <td>0.009042</td>\n",
       "      <td>3.057804</td>\n",
       "      <td>4.215896</td>\n",
       "      <td>0.015615</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Granulicatella elegans</th>\n",
       "      <td>0.270178</td>\n",
       "      <td>0.137009</td>\n",
       "      <td>0.008807</td>\n",
       "      <td>4.707171</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella tobetsuensis</th>\n",
       "      <td>0.020254</td>\n",
       "      <td>2.047640</td>\n",
       "      <td>3.872419</td>\n",
       "      <td>0.526062</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus orisratti</th>\n",
       "      <td>2.988961</td>\n",
       "      <td>0.237012</td>\n",
       "      <td>0.066731</td>\n",
       "      <td>2.264757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus koreensis</th>\n",
       "      <td>1.503884</td>\n",
       "      <td>0.505302</td>\n",
       "      <td>0.109750</td>\n",
       "      <td>2.424751</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus entericus</th>\n",
       "      <td>1.826507</td>\n",
       "      <td>0.351112</td>\n",
       "      <td>0.086377</td>\n",
       "      <td>2.225334</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gemella sanguinis</th>\n",
       "      <td>0.330580</td>\n",
       "      <td>0.015860</td>\n",
       "      <td>0.002371</td>\n",
       "      <td>3.299730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Prevotella vespertina</th>\n",
       "      <td>0.008680</td>\n",
       "      <td>3.948139</td>\n",
       "      <td>1.581554</td>\n",
       "      <td>0.006656</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gemella parahaemolysans</th>\n",
       "      <td>0.844172</td>\n",
       "      <td>0.002643</td>\n",
       "      <td>0.005081</td>\n",
       "      <td>2.582442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Leptotrichia wadei</th>\n",
       "      <td>0.002170</td>\n",
       "      <td>2.444569</td>\n",
       "      <td>2.026652</td>\n",
       "      <td>0.155643</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus constellatus</th>\n",
       "      <td>1.215260</td>\n",
       "      <td>0.231725</td>\n",
       "      <td>0.055214</td>\n",
       "      <td>1.870530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus vestibularis</th>\n",
       "      <td>0.924104</td>\n",
       "      <td>1.042763</td>\n",
       "      <td>0.178852</td>\n",
       "      <td>1.211864</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Lachnoanaerobaculum orale</th>\n",
       "      <td>0.005787</td>\n",
       "      <td>1.311494</td>\n",
       "      <td>2.215327</td>\n",
       "      <td>0.033535</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella montpellierensis</th>\n",
       "      <td>0.015914</td>\n",
       "      <td>1.513263</td>\n",
       "      <td>1.636429</td>\n",
       "      <td>0.044031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella infantium</th>\n",
       "      <td>0.026403</td>\n",
       "      <td>1.243651</td>\n",
       "      <td>1.830863</td>\n",
       "      <td>0.022783</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus periodonticum</th>\n",
       "      <td>0.925913</td>\n",
       "      <td>0.089430</td>\n",
       "      <td>0.024389</td>\n",
       "      <td>1.415377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus panodentis</th>\n",
       "      <td>1.094819</td>\n",
       "      <td>0.089430</td>\n",
       "      <td>0.026421</td>\n",
       "      <td>1.237207</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus gallolyticus</th>\n",
       "      <td>0.789196</td>\n",
       "      <td>0.119827</td>\n",
       "      <td>0.035228</td>\n",
       "      <td>1.410513</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Prevotella jejuni</th>\n",
       "      <td>0.010851</td>\n",
       "      <td>0.876238</td>\n",
       "      <td>1.741098</td>\n",
       "      <td>0.063230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus didelphis</th>\n",
       "      <td>0.840193</td>\n",
       "      <td>0.188552</td>\n",
       "      <td>0.053520</td>\n",
       "      <td>0.987103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella parvula</th>\n",
       "      <td>0.054614</td>\n",
       "      <td>0.901349</td>\n",
       "      <td>1.446399</td>\n",
       "      <td>0.049662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus peroris</th>\n",
       "      <td>0.686477</td>\n",
       "      <td>0.098681</td>\n",
       "      <td>0.030825</td>\n",
       "      <td>1.138394</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Haemophilus aegyptius</th>\n",
       "      <td>0.954124</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.979167</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus oricebi</th>\n",
       "      <td>0.910722</td>\n",
       "      <td>0.044495</td>\n",
       "      <td>0.012194</td>\n",
       "      <td>0.906466</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus phocae</th>\n",
       "      <td>0.884319</td>\n",
       "      <td>0.074892</td>\n",
       "      <td>0.022357</td>\n",
       "      <td>0.889058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus timonensis</th>\n",
       "      <td>0.211585</td>\n",
       "      <td>0.001762</td>\n",
       "      <td>0.044036</td>\n",
       "      <td>1.333204</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella nakazawae</th>\n",
       "      <td>0.021339</td>\n",
       "      <td>0.969193</td>\n",
       "      <td>1.071758</td>\n",
       "      <td>0.017151</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Staphylococcus epidermidis</th>\n",
       "      <td>0.003979</td>\n",
       "      <td>0.064760</td>\n",
       "      <td>0.002371</td>\n",
       "      <td>1.346515</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Prevotella salivae</th>\n",
       "      <td>0.014829</td>\n",
       "      <td>1.465243</td>\n",
       "      <td>0.583979</td>\n",
       "      <td>0.010496</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus chenjunshii</th>\n",
       "      <td>0.248477</td>\n",
       "      <td>1.052896</td>\n",
       "      <td>0.266246</td>\n",
       "      <td>0.296438</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Selenomonas felix</th>\n",
       "      <td>0.001808</td>\n",
       "      <td>1.566128</td>\n",
       "      <td>0.304184</td>\n",
       "      <td>0.135675</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus sanguinis</th>\n",
       "      <td>0.743262</td>\n",
       "      <td>0.281066</td>\n",
       "      <td>0.059279</td>\n",
       "      <td>0.485104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus pneumoniae</th>\n",
       "      <td>0.526613</td>\n",
       "      <td>0.006608</td>\n",
       "      <td>0.006775</td>\n",
       "      <td>0.698601</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Campylobacter rectus</th>\n",
       "      <td>0.336005</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.055891</td>\n",
       "      <td>0.757991</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus cuniculi</th>\n",
       "      <td>0.295496</td>\n",
       "      <td>0.014538</td>\n",
       "      <td>0.010840</td>\n",
       "      <td>0.839908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gemella asaccharolytica</th>\n",
       "      <td>0.090783</td>\n",
       "      <td>0.002643</td>\n",
       "      <td>0.001016</td>\n",
       "      <td>0.977887</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus marmotae</th>\n",
       "      <td>0.031828</td>\n",
       "      <td>1.611944</td>\n",
       "      <td>0.009485</td>\n",
       "      <td>0.040447</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Veillonella dispar</th>\n",
       "      <td>0.007234</td>\n",
       "      <td>0.624689</td>\n",
       "      <td>0.840402</td>\n",
       "      <td>0.003072</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus parasanguinis</th>\n",
       "      <td>0.104527</td>\n",
       "      <td>0.879322</td>\n",
       "      <td>0.364818</td>\n",
       "      <td>0.137979</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Anaerobacterium chartisolvens</th>\n",
       "      <td>0.003979</td>\n",
       "      <td>0.001762</td>\n",
       "      <td>0.000339</td>\n",
       "      <td>0.993503</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus pantholopis</th>\n",
       "      <td>0.517209</td>\n",
       "      <td>0.024670</td>\n",
       "      <td>0.011517</td>\n",
       "      <td>0.517359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Prevotella pallens</th>\n",
       "      <td>0.005787</td>\n",
       "      <td>1.039239</td>\n",
       "      <td>0.339074</td>\n",
       "      <td>0.010240</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               barcode02  barcode03  barcode04  barcode05\n",
       "species                                                                  \n",
       "Veillonella atypica             0.031105  54.223699  61.076974   0.466672\n",
       "Haemophilus parainfluenzae     34.726783   0.258158   0.197821   0.967136\n",
       "Gemella haemolysans             0.317197   0.006608   0.015921  12.200298\n",
       "Haemophilus seminalis           0.487913   0.011014   0.012194  11.886196\n",
       "Streptococcus rubneri           2.341908   0.041852   0.045390  10.082736\n",
       "Streptococcus mitis             7.381982   1.143207   0.282505   4.997978\n",
       "Megasphaera micronuciformis     0.003255   9.545228   6.791299   0.107516\n",
       "Haemophilus haemolyticus       12.219875   0.002643   0.037600   1.406161\n",
       "Streptococcus australis         2.631255   0.113219   0.061650   7.962615\n",
       "Veillonella massiliensis        9.118430   0.071368   0.125671   0.582637\n",
       "Streptococcus oralis            5.467948   0.495169   0.153786   2.490029\n",
       "Veillonella caviae              0.004702   3.453410   5.811338   0.009728\n",
       "Streptococcus shenyangsis       1.366083   0.025111   0.016598   4.854622\n",
       "Streptococcus chosunense        3.593698   0.358601   0.114492   2.917023\n",
       "Prevotella histicola            0.009042   3.057804   4.215896   0.015615\n",
       "Granulicatella elegans          0.270178   0.137009   0.008807   4.707171\n",
       "Veillonella tobetsuensis        0.020254   2.047640   3.872419   0.526062\n",
       "Streptococcus orisratti         2.988961   0.237012   0.066731   2.264757\n",
       "Streptococcus koreensis         1.503884   0.505302   0.109750   2.424751\n",
       "Streptococcus entericus         1.826507   0.351112   0.086377   2.225334\n",
       "Gemella sanguinis               0.330580   0.015860   0.002371   3.299730\n",
       "Prevotella vespertina           0.008680   3.948139   1.581554   0.006656\n",
       "Gemella parahaemolysans         0.844172   0.002643   0.005081   2.582442\n",
       "Leptotrichia wadei              0.002170   2.444569   2.026652   0.155643\n",
       "Streptococcus constellatus      1.215260   0.231725   0.055214   1.870530\n",
       "Streptococcus vestibularis      0.924104   1.042763   0.178852   1.211864\n",
       "Lachnoanaerobaculum orale       0.005787   1.311494   2.215327   0.033535\n",
       "Veillonella montpellierensis    0.015914   1.513263   1.636429   0.044031\n",
       "Veillonella infantium           0.026403   1.243651   1.830863   0.022783\n",
       "Streptococcus periodonticum     0.925913   0.089430   0.024389   1.415377\n",
       "Streptococcus panodentis        1.094819   0.089430   0.026421   1.237207\n",
       "Streptococcus gallolyticus      0.789196   0.119827   0.035228   1.410513\n",
       "Prevotella jejuni               0.010851   0.876238   1.741098   0.063230\n",
       "Streptococcus didelphis         0.840193   0.188552   0.053520   0.987103\n",
       "Veillonella parvula             0.054614   0.901349   1.446399   0.049662\n",
       "Streptococcus peroris           0.686477   0.098681   0.030825   1.138394\n",
       "Haemophilus aegyptius           0.954124   0.000000   0.000000   0.979167\n",
       "Streptococcus oricebi           0.910722   0.044495   0.012194   0.906466\n",
       "Streptococcus phocae            0.884319   0.074892   0.022357   0.889058\n",
       "Streptococcus timonensis        0.211585   0.001762   0.044036   1.333204\n",
       "Veillonella nakazawae           0.021339   0.969193   1.071758   0.017151\n",
       "Staphylococcus epidermidis      0.003979   0.064760   0.002371   1.346515\n",
       "Prevotella salivae              0.014829   1.465243   0.583979   0.010496\n",
       "Streptococcus chenjunshii       0.248477   1.052896   0.266246   0.296438\n",
       "Selenomonas felix               0.001808   1.566128   0.304184   0.135675\n",
       "Streptococcus sanguinis         0.743262   0.281066   0.059279   0.485104\n",
       "Streptococcus pneumoniae        0.526613   0.006608   0.006775   0.698601\n",
       "Campylobacter rectus            0.336005   0.071368   0.055891   0.757991\n",
       "Streptococcus cuniculi          0.295496   0.014538   0.010840   0.839908\n",
       "Gemella asaccharolytica         0.090783   0.002643   0.001016   0.977887\n",
       "Streptococcus marmotae          0.031828   1.611944   0.009485   0.040447\n",
       "Veillonella dispar              0.007234   0.624689   0.840402   0.003072\n",
       "Streptococcus parasanguinis     0.104527   0.879322   0.364818   0.137979\n",
       "Anaerobacterium chartisolvens   0.003979   0.001762   0.000339   0.993503\n",
       "Streptococcus pantholopis       0.517209   0.024670   0.011517   0.517359\n",
       "Prevotella pallens              0.005787   1.039239   0.339074   0.010240"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "relative_abundance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "265f6e50",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/lib/python3/dist-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.17.3 and <1.25.0 is required for this version of SciPy (detected version 1.26.1\n",
      "  warnings.warn(f\"A NumPy version >={np_minversion} and <{np_maxversion}\"\n"
     ]
    }
   ],
   "source": [
    "#Import libraries for heatmap\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "907c73ef",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x1500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 15))\n",
    "sns.heatmap(relative_abundance, annot = True, cmap = \"YlGnBu\")\n",
    "plt.xlabel(\"Samples\")\n",
    "plt.ylabel(\"Species\")\n",
    "plt.title(\"Sample Heatmap\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "7c97e61f",
   "metadata": {},
   "outputs": [],
   "source": [
    "data = relative_abundance.reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "9883691b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>species</th>\n",
       "      <th>barcode02</th>\n",
       "      <th>barcode03</th>\n",
       "      <th>barcode04</th>\n",
       "      <th>barcode05</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Veillonella atypica</td>\n",
       "      <td>0.031105</td>\n",
       "      <td>54.223699</td>\n",
       "      <td>61.076974</td>\n",
       "      <td>0.466672</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Haemophilus parainfluenzae</td>\n",
       "      <td>34.726783</td>\n",
       "      <td>0.258158</td>\n",
       "      <td>0.197821</td>\n",
       "      <td>0.967136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Gemella haemolysans</td>\n",
       "      <td>0.317197</td>\n",
       "      <td>0.006608</td>\n",
       "      <td>0.015921</td>\n",
       "      <td>12.200298</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Haemophilus seminalis</td>\n",
       "      <td>0.487913</td>\n",
       "      <td>0.011014</td>\n",
       "      <td>0.012194</td>\n",
       "      <td>11.886196</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Streptococcus rubneri</td>\n",
       "      <td>2.341908</td>\n",
       "      <td>0.041852</td>\n",
       "      <td>0.045390</td>\n",
       "      <td>10.082736</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Streptococcus mitis</td>\n",
       "      <td>7.381982</td>\n",
       "      <td>1.143207</td>\n",
       "      <td>0.282505</td>\n",
       "      <td>4.997978</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Megasphaera micronuciformis</td>\n",
       "      <td>0.003255</td>\n",
       "      <td>9.545228</td>\n",
       "      <td>6.791299</td>\n",
       "      <td>0.107516</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Haemophilus haemolyticus</td>\n",
       "      <td>12.219875</td>\n",
       "      <td>0.002643</td>\n",
       "      <td>0.037600</td>\n",
       "      <td>1.406161</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Streptococcus australis</td>\n",
       "      <td>2.631255</td>\n",
       "      <td>0.113219</td>\n",
       "      <td>0.061650</td>\n",
       "      <td>7.962615</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Veillonella massiliensis</td>\n",
       "      <td>9.118430</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.125671</td>\n",
       "      <td>0.582637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Streptococcus oralis</td>\n",
       "      <td>5.467948</td>\n",
       "      <td>0.495169</td>\n",
       "      <td>0.153786</td>\n",
       "      <td>2.490029</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Veillonella caviae</td>\n",
       "      <td>0.004702</td>\n",
       "      <td>3.453410</td>\n",
       "      <td>5.811338</td>\n",
       "      <td>0.009728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Streptococcus shenyangsis</td>\n",
       "      <td>1.366083</td>\n",
       "      <td>0.025111</td>\n",
       "      <td>0.016598</td>\n",
       "      <td>4.854622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Streptococcus chosunense</td>\n",
       "      <td>3.593698</td>\n",
       "      <td>0.358601</td>\n",
       "      <td>0.114492</td>\n",
       "      <td>2.917023</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Prevotella histicola</td>\n",
       "      <td>0.009042</td>\n",
       "      <td>3.057804</td>\n",
       "      <td>4.215896</td>\n",
       "      <td>0.015615</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Granulicatella elegans</td>\n",
       "      <td>0.270178</td>\n",
       "      <td>0.137009</td>\n",
       "      <td>0.008807</td>\n",
       "      <td>4.707171</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Veillonella tobetsuensis</td>\n",
       "      <td>0.020254</td>\n",
       "      <td>2.047640</td>\n",
       "      <td>3.872419</td>\n",
       "      <td>0.526062</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Streptococcus orisratti</td>\n",
       "      <td>2.988961</td>\n",
       "      <td>0.237012</td>\n",
       "      <td>0.066731</td>\n",
       "      <td>2.264757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Streptococcus koreensis</td>\n",
       "      <td>1.503884</td>\n",
       "      <td>0.505302</td>\n",
       "      <td>0.109750</td>\n",
       "      <td>2.424751</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Streptococcus entericus</td>\n",
       "      <td>1.826507</td>\n",
       "      <td>0.351112</td>\n",
       "      <td>0.086377</td>\n",
       "      <td>2.225334</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Gemella sanguinis</td>\n",
       "      <td>0.330580</td>\n",
       "      <td>0.015860</td>\n",
       "      <td>0.002371</td>\n",
       "      <td>3.299730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Prevotella vespertina</td>\n",
       "      <td>0.008680</td>\n",
       "      <td>3.948139</td>\n",
       "      <td>1.581554</td>\n",
       "      <td>0.006656</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Gemella parahaemolysans</td>\n",
       "      <td>0.844172</td>\n",
       "      <td>0.002643</td>\n",
       "      <td>0.005081</td>\n",
       "      <td>2.582442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Leptotrichia wadei</td>\n",
       "      <td>0.002170</td>\n",
       "      <td>2.444569</td>\n",
       "      <td>2.026652</td>\n",
       "      <td>0.155643</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Streptococcus constellatus</td>\n",
       "      <td>1.215260</td>\n",
       "      <td>0.231725</td>\n",
       "      <td>0.055214</td>\n",
       "      <td>1.870530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Streptococcus vestibularis</td>\n",
       "      <td>0.924104</td>\n",
       "      <td>1.042763</td>\n",
       "      <td>0.178852</td>\n",
       "      <td>1.211864</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Lachnoanaerobaculum orale</td>\n",
       "      <td>0.005787</td>\n",
       "      <td>1.311494</td>\n",
       "      <td>2.215327</td>\n",
       "      <td>0.033535</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Veillonella montpellierensis</td>\n",
       "      <td>0.015914</td>\n",
       "      <td>1.513263</td>\n",
       "      <td>1.636429</td>\n",
       "      <td>0.044031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Veillonella infantium</td>\n",
       "      <td>0.026403</td>\n",
       "      <td>1.243651</td>\n",
       "      <td>1.830863</td>\n",
       "      <td>0.022783</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Streptococcus periodonticum</td>\n",
       "      <td>0.925913</td>\n",
       "      <td>0.089430</td>\n",
       "      <td>0.024389</td>\n",
       "      <td>1.415377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Streptococcus panodentis</td>\n",
       "      <td>1.094819</td>\n",
       "      <td>0.089430</td>\n",
       "      <td>0.026421</td>\n",
       "      <td>1.237207</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Streptococcus gallolyticus</td>\n",
       "      <td>0.789196</td>\n",
       "      <td>0.119827</td>\n",
       "      <td>0.035228</td>\n",
       "      <td>1.410513</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Prevotella jejuni</td>\n",
       "      <td>0.010851</td>\n",
       "      <td>0.876238</td>\n",
       "      <td>1.741098</td>\n",
       "      <td>0.063230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Streptococcus didelphis</td>\n",
       "      <td>0.840193</td>\n",
       "      <td>0.188552</td>\n",
       "      <td>0.053520</td>\n",
       "      <td>0.987103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Veillonella parvula</td>\n",
       "      <td>0.054614</td>\n",
       "      <td>0.901349</td>\n",
       "      <td>1.446399</td>\n",
       "      <td>0.049662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Streptococcus peroris</td>\n",
       "      <td>0.686477</td>\n",
       "      <td>0.098681</td>\n",
       "      <td>0.030825</td>\n",
       "      <td>1.138394</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Haemophilus aegyptius</td>\n",
       "      <td>0.954124</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.979167</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Streptococcus oricebi</td>\n",
       "      <td>0.910722</td>\n",
       "      <td>0.044495</td>\n",
       "      <td>0.012194</td>\n",
       "      <td>0.906466</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Streptococcus phocae</td>\n",
       "      <td>0.884319</td>\n",
       "      <td>0.074892</td>\n",
       "      <td>0.022357</td>\n",
       "      <td>0.889058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Streptococcus timonensis</td>\n",
       "      <td>0.211585</td>\n",
       "      <td>0.001762</td>\n",
       "      <td>0.044036</td>\n",
       "      <td>1.333204</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Veillonella nakazawae</td>\n",
       "      <td>0.021339</td>\n",
       "      <td>0.969193</td>\n",
       "      <td>1.071758</td>\n",
       "      <td>0.017151</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Staphylococcus epidermidis</td>\n",
       "      <td>0.003979</td>\n",
       "      <td>0.064760</td>\n",
       "      <td>0.002371</td>\n",
       "      <td>1.346515</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Prevotella salivae</td>\n",
       "      <td>0.014829</td>\n",
       "      <td>1.465243</td>\n",
       "      <td>0.583979</td>\n",
       "      <td>0.010496</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Streptococcus chenjunshii</td>\n",
       "      <td>0.248477</td>\n",
       "      <td>1.052896</td>\n",
       "      <td>0.266246</td>\n",
       "      <td>0.296438</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Selenomonas felix</td>\n",
       "      <td>0.001808</td>\n",
       "      <td>1.566128</td>\n",
       "      <td>0.304184</td>\n",
       "      <td>0.135675</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Streptococcus sanguinis</td>\n",
       "      <td>0.743262</td>\n",
       "      <td>0.281066</td>\n",
       "      <td>0.059279</td>\n",
       "      <td>0.485104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Streptococcus pneumoniae</td>\n",
       "      <td>0.526613</td>\n",
       "      <td>0.006608</td>\n",
       "      <td>0.006775</td>\n",
       "      <td>0.698601</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Campylobacter rectus</td>\n",
       "      <td>0.336005</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.055891</td>\n",
       "      <td>0.757991</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Streptococcus cuniculi</td>\n",
       "      <td>0.295496</td>\n",
       "      <td>0.014538</td>\n",
       "      <td>0.010840</td>\n",
       "      <td>0.839908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Gemella asaccharolytica</td>\n",
       "      <td>0.090783</td>\n",
       "      <td>0.002643</td>\n",
       "      <td>0.001016</td>\n",
       "      <td>0.977887</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Streptococcus marmotae</td>\n",
       "      <td>0.031828</td>\n",
       "      <td>1.611944</td>\n",
       "      <td>0.009485</td>\n",
       "      <td>0.040447</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Veillonella dispar</td>\n",
       "      <td>0.007234</td>\n",
       "      <td>0.624689</td>\n",
       "      <td>0.840402</td>\n",
       "      <td>0.003072</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Streptococcus parasanguinis</td>\n",
       "      <td>0.104527</td>\n",
       "      <td>0.879322</td>\n",
       "      <td>0.364818</td>\n",
       "      <td>0.137979</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Anaerobacterium chartisolvens</td>\n",
       "      <td>0.003979</td>\n",
       "      <td>0.001762</td>\n",
       "      <td>0.000339</td>\n",
       "      <td>0.993503</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Streptococcus pantholopis</td>\n",
       "      <td>0.517209</td>\n",
       "      <td>0.024670</td>\n",
       "      <td>0.011517</td>\n",
       "      <td>0.517359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Prevotella pallens</td>\n",
       "      <td>0.005787</td>\n",
       "      <td>1.039239</td>\n",
       "      <td>0.339074</td>\n",
       "      <td>0.010240</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                          species  barcode02  barcode03  barcode04  barcode05\n",
       "0             Veillonella atypica   0.031105  54.223699  61.076974   0.466672\n",
       "1      Haemophilus parainfluenzae  34.726783   0.258158   0.197821   0.967136\n",
       "2             Gemella haemolysans   0.317197   0.006608   0.015921  12.200298\n",
       "3           Haemophilus seminalis   0.487913   0.011014   0.012194  11.886196\n",
       "4           Streptococcus rubneri   2.341908   0.041852   0.045390  10.082736\n",
       "5             Streptococcus mitis   7.381982   1.143207   0.282505   4.997978\n",
       "6     Megasphaera micronuciformis   0.003255   9.545228   6.791299   0.107516\n",
       "7        Haemophilus haemolyticus  12.219875   0.002643   0.037600   1.406161\n",
       "8         Streptococcus australis   2.631255   0.113219   0.061650   7.962615\n",
       "9        Veillonella massiliensis   9.118430   0.071368   0.125671   0.582637\n",
       "10           Streptococcus oralis   5.467948   0.495169   0.153786   2.490029\n",
       "11             Veillonella caviae   0.004702   3.453410   5.811338   0.009728\n",
       "12      Streptococcus shenyangsis   1.366083   0.025111   0.016598   4.854622\n",
       "13       Streptococcus chosunense   3.593698   0.358601   0.114492   2.917023\n",
       "14           Prevotella histicola   0.009042   3.057804   4.215896   0.015615\n",
       "15         Granulicatella elegans   0.270178   0.137009   0.008807   4.707171\n",
       "16       Veillonella tobetsuensis   0.020254   2.047640   3.872419   0.526062\n",
       "17        Streptococcus orisratti   2.988961   0.237012   0.066731   2.264757\n",
       "18        Streptococcus koreensis   1.503884   0.505302   0.109750   2.424751\n",
       "19        Streptococcus entericus   1.826507   0.351112   0.086377   2.225334\n",
       "20              Gemella sanguinis   0.330580   0.015860   0.002371   3.299730\n",
       "21          Prevotella vespertina   0.008680   3.948139   1.581554   0.006656\n",
       "22        Gemella parahaemolysans   0.844172   0.002643   0.005081   2.582442\n",
       "23             Leptotrichia wadei   0.002170   2.444569   2.026652   0.155643\n",
       "24     Streptococcus constellatus   1.215260   0.231725   0.055214   1.870530\n",
       "25     Streptococcus vestibularis   0.924104   1.042763   0.178852   1.211864\n",
       "26      Lachnoanaerobaculum orale   0.005787   1.311494   2.215327   0.033535\n",
       "27   Veillonella montpellierensis   0.015914   1.513263   1.636429   0.044031\n",
       "28          Veillonella infantium   0.026403   1.243651   1.830863   0.022783\n",
       "29    Streptococcus periodonticum   0.925913   0.089430   0.024389   1.415377\n",
       "30       Streptococcus panodentis   1.094819   0.089430   0.026421   1.237207\n",
       "31     Streptococcus gallolyticus   0.789196   0.119827   0.035228   1.410513\n",
       "32              Prevotella jejuni   0.010851   0.876238   1.741098   0.063230\n",
       "33        Streptococcus didelphis   0.840193   0.188552   0.053520   0.987103\n",
       "34            Veillonella parvula   0.054614   0.901349   1.446399   0.049662\n",
       "35          Streptococcus peroris   0.686477   0.098681   0.030825   1.138394\n",
       "36          Haemophilus aegyptius   0.954124   0.000000   0.000000   0.979167\n",
       "37          Streptococcus oricebi   0.910722   0.044495   0.012194   0.906466\n",
       "38           Streptococcus phocae   0.884319   0.074892   0.022357   0.889058\n",
       "39       Streptococcus timonensis   0.211585   0.001762   0.044036   1.333204\n",
       "40          Veillonella nakazawae   0.021339   0.969193   1.071758   0.017151\n",
       "41     Staphylococcus epidermidis   0.003979   0.064760   0.002371   1.346515\n",
       "42             Prevotella salivae   0.014829   1.465243   0.583979   0.010496\n",
       "43      Streptococcus chenjunshii   0.248477   1.052896   0.266246   0.296438\n",
       "44              Selenomonas felix   0.001808   1.566128   0.304184   0.135675\n",
       "45        Streptococcus sanguinis   0.743262   0.281066   0.059279   0.485104\n",
       "46       Streptococcus pneumoniae   0.526613   0.006608   0.006775   0.698601\n",
       "47           Campylobacter rectus   0.336005   0.071368   0.055891   0.757991\n",
       "48         Streptococcus cuniculi   0.295496   0.014538   0.010840   0.839908\n",
       "49        Gemella asaccharolytica   0.090783   0.002643   0.001016   0.977887\n",
       "50         Streptococcus marmotae   0.031828   1.611944   0.009485   0.040447\n",
       "51             Veillonella dispar   0.007234   0.624689   0.840402   0.003072\n",
       "52    Streptococcus parasanguinis   0.104527   0.879322   0.364818   0.137979\n",
       "53  Anaerobacterium chartisolvens   0.003979   0.001762   0.000339   0.993503\n",
       "54      Streptococcus pantholopis   0.517209   0.024670   0.011517   0.517359\n",
       "55             Prevotella pallens   0.005787   1.039239   0.339074   0.010240"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "6f440d3e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Melt the data frame\n",
    "melted_data = pd.melt(data, id_vars=['species'], var_name='Sample', value_name='Count')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "5a26a004",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>species</th>\n",
       "      <th>Sample</th>\n",
       "      <th>Count</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Veillonella atypica</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>0.031105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Haemophilus parainfluenzae</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>34.726783</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Gemella haemolysans</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>0.317197</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Haemophilus seminalis</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>0.487913</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Streptococcus rubneri</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>2.341908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>Veillonella dispar</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.003072</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>Streptococcus parasanguinis</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.137979</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>Anaerobacterium chartisolvens</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.993503</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>Streptococcus pantholopis</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.517359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>Prevotella pallens</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.010240</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>224 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                           species     Sample      Count\n",
       "0              Veillonella atypica  barcode02   0.031105\n",
       "1       Haemophilus parainfluenzae  barcode02  34.726783\n",
       "2              Gemella haemolysans  barcode02   0.317197\n",
       "3            Haemophilus seminalis  barcode02   0.487913\n",
       "4            Streptococcus rubneri  barcode02   2.341908\n",
       "..                             ...        ...        ...\n",
       "219             Veillonella dispar  barcode05   0.003072\n",
       "220    Streptococcus parasanguinis  barcode05   0.137979\n",
       "221  Anaerobacterium chartisolvens  barcode05   0.993503\n",
       "222      Streptococcus pantholopis  barcode05   0.517359\n",
       "223             Prevotella pallens  barcode05   0.010240\n",
       "\n",
       "[224 rows x 3 columns]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "melted_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "2db66b6e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Group by 'Sample' and calculate total_count\n",
    "grouped_data = melted_data.groupby('Sample').agg(total_count=('Count', 'sum')).reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "67872c37",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Merge the total_count back into the original data\n",
    "merged_data = melted_data.merge(grouped_data, on='Sample')\n",
    "\n",
    "# Calculate 'Abundance'\n",
    "merged_data['Abundance'] = merged_data['Count'] / merged_data['total_count']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "ba14f5c8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>species</th>\n",
       "      <th>Sample</th>\n",
       "      <th>Count</th>\n",
       "      <th>total_count</th>\n",
       "      <th>Abundance</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Veillonella atypica</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>0.031105</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000311</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Haemophilus parainfluenzae</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>34.726783</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.347268</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Gemella haemolysans</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>0.317197</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.003172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Haemophilus seminalis</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>0.487913</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.004879</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Streptococcus rubneri</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>2.341908</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.023419</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>Veillonella dispar</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.003072</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>Streptococcus parasanguinis</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.137979</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.001380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>Anaerobacterium chartisolvens</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.993503</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.009935</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>Streptococcus pantholopis</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.517359</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.005174</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>Prevotella pallens</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.010240</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000102</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>224 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                           species     Sample      Count  total_count  \\\n",
       "0              Veillonella atypica  barcode02   0.031105        100.0   \n",
       "1       Haemophilus parainfluenzae  barcode02  34.726783        100.0   \n",
       "2              Gemella haemolysans  barcode02   0.317197        100.0   \n",
       "3            Haemophilus seminalis  barcode02   0.487913        100.0   \n",
       "4            Streptococcus rubneri  barcode02   2.341908        100.0   \n",
       "..                             ...        ...        ...          ...   \n",
       "219             Veillonella dispar  barcode05   0.003072        100.0   \n",
       "220    Streptococcus parasanguinis  barcode05   0.137979        100.0   \n",
       "221  Anaerobacterium chartisolvens  barcode05   0.993503        100.0   \n",
       "222      Streptococcus pantholopis  barcode05   0.517359        100.0   \n",
       "223             Prevotella pallens  barcode05   0.010240        100.0   \n",
       "\n",
       "     Abundance  \n",
       "0     0.000311  \n",
       "1     0.347268  \n",
       "2     0.003172  \n",
       "3     0.004879  \n",
       "4     0.023419  \n",
       "..         ...  \n",
       "219   0.000031  \n",
       "220   0.001380  \n",
       "221   0.009935  \n",
       "222   0.005174  \n",
       "223   0.000102  \n",
       "\n",
       "[224 rows x 5 columns]"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "merged_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "19fbffad",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_113664/3850659787.py:3: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  barplot['category'] = np.where(barplot['Abundance'] < 0.01, 'species < 1.0% abund.', barplot['species'])\n"
     ]
    }
   ],
   "source": [
    "# Remove rows where 'Abundance' is 0\n",
    "barplot = merged_data[merged_data['Abundance'] != 0]\n",
    "\n",
    "# Create the 'category' column\n",
    "barplot['category'] = np.where(barplot['Abundance'] < 0.01, 'species < 1.0% abund.', barplot['species'])\n",
    "\n",
    "# Group by 'Sample' and 'category', and summarize\n",
    "barplot_summary = barplot.groupby(['Sample', 'category'])['Abundance'].sum().reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "0b98dbf2",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>species</th>\n",
       "      <th>Sample</th>\n",
       "      <th>Count</th>\n",
       "      <th>total_count</th>\n",
       "      <th>Abundance</th>\n",
       "      <th>category</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Veillonella atypica</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>0.031105</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000311</td>\n",
       "      <td>species &lt; 1.0% abund.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Haemophilus parainfluenzae</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>34.726783</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.347268</td>\n",
       "      <td>Haemophilus parainfluenzae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Gemella haemolysans</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>0.317197</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.003172</td>\n",
       "      <td>species &lt; 1.0% abund.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Haemophilus seminalis</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>0.487913</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.004879</td>\n",
       "      <td>species &lt; 1.0% abund.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Streptococcus rubneri</td>\n",
       "      <td>barcode02</td>\n",
       "      <td>2.341908</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.023419</td>\n",
       "      <td>Streptococcus rubneri</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>Veillonella dispar</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.003072</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000031</td>\n",
       "      <td>species &lt; 1.0% abund.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>Streptococcus parasanguinis</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.137979</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.001380</td>\n",
       "      <td>species &lt; 1.0% abund.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>Anaerobacterium chartisolvens</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.993503</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.009935</td>\n",
       "      <td>species &lt; 1.0% abund.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>Streptococcus pantholopis</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.517359</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.005174</td>\n",
       "      <td>species &lt; 1.0% abund.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>Prevotella pallens</td>\n",
       "      <td>barcode05</td>\n",
       "      <td>0.010240</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000102</td>\n",
       "      <td>species &lt; 1.0% abund.</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>222 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                           species     Sample      Count  total_count  \\\n",
       "0              Veillonella atypica  barcode02   0.031105        100.0   \n",
       "1       Haemophilus parainfluenzae  barcode02  34.726783        100.0   \n",
       "2              Gemella haemolysans  barcode02   0.317197        100.0   \n",
       "3            Haemophilus seminalis  barcode02   0.487913        100.0   \n",
       "4            Streptococcus rubneri  barcode02   2.341908        100.0   \n",
       "..                             ...        ...        ...          ...   \n",
       "219             Veillonella dispar  barcode05   0.003072        100.0   \n",
       "220    Streptococcus parasanguinis  barcode05   0.137979        100.0   \n",
       "221  Anaerobacterium chartisolvens  barcode05   0.993503        100.0   \n",
       "222      Streptococcus pantholopis  barcode05   0.517359        100.0   \n",
       "223             Prevotella pallens  barcode05   0.010240        100.0   \n",
       "\n",
       "     Abundance                    category  \n",
       "0     0.000311       species < 1.0% abund.  \n",
       "1     0.347268  Haemophilus parainfluenzae  \n",
       "2     0.003172       species < 1.0% abund.  \n",
       "3     0.004879       species < 1.0% abund.  \n",
       "4     0.023419       Streptococcus rubneri  \n",
       "..         ...                         ...  \n",
       "219   0.000031       species < 1.0% abund.  \n",
       "220   0.001380       species < 1.0% abund.  \n",
       "221   0.009935       species < 1.0% abund.  \n",
       "222   0.005174       species < 1.0% abund.  \n",
       "223   0.000102       species < 1.0% abund.  \n",
       "\n",
       "[222 rows x 6 columns]"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "barplot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "b3a6c565",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Pivot the data for stacked barplot\n",
    "stacked_data = barplot_summary.pivot(index='Sample', columns='category', values='Abundance')\n",
    "\n",
    "# Create a stacked barplot\n",
    "ax = stacked_data.plot(kind='bar', stacked=True, figsize=(10, 6))\n",
    "\n",
    "# Label the axes and title\n",
    "plt.xlabel(\"Samples\")\n",
    "plt.ylabel(\"Relative Abundance\")\n",
    "plt.title(\"Stacked Barplot\")\n",
    "\n",
    "# Move the legend to the right side\n",
    "ax.legend(loc='center left', bbox_to_anchor=(1.0, 0.5))\n",
    "\n",
    "# Show the stacked barplot\n",
    "plt.show()"
   ]
  }
 ],
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