learning_pandas.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "d = {'col1':['apple', 'orange', 'potato', 'lemon', 'meron'], 'col2':[5, 4, 5, 4, 5], 'col3':[100, 150, 200, 250, 300]}\n",
    "df_sample = pd.DataFrame(data=d)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>col1</th>\n",
       "      <th>col2</th>\n",
       "      <th>col3</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>apple</td>\n",
       "      <td>5</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>orange</td>\n",
       "      <td>4</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>potato</td>\n",
       "      <td>5</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>lemon</td>\n",
       "      <td>4</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>meron</td>\n",
       "      <td>5</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     col1  col2  col3\n",
       "0   apple     5   100\n",
       "1  orange     4   150\n",
       "2  potato     5   200\n",
       "3   lemon     4   250\n",
       "4   meron     5   300"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sample"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_sample.columns = ['product', 'exp', 'value']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>product</th>\n",
       "      <th>exp</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>apple</td>\n",
       "      <td>5</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>orange</td>\n",
       "      <td>4</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>potato</td>\n",
       "      <td>5</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>lemon</td>\n",
       "      <td>4</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>meron</td>\n",
       "      <td>5</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  product  exp  value\n",
       "0   apple    5    100\n",
       "1  orange    4    150\n",
       "2  potato    5    200\n",
       "3   lemon    4    250\n",
       "4   meron    5    300"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sample"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_sample.index = [10, 11, 12, 13, 14]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>product</th>\n",
       "      <th>exp</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>apple</td>\n",
       "      <td>5</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>orange</td>\n",
       "      <td>4</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>potato</td>\n",
       "      <td>5</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>lemon</td>\n",
       "      <td>4</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>meron</td>\n",
       "      <td>5</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   product  exp  value\n",
       "10   apple    5    100\n",
       "11  orange    4    150\n",
       "12  potato    5    200\n",
       "13   lemon    4    250\n",
       "14   meron    5    300"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sample"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>10</th>\n",
       "      <th>11</th>\n",
       "      <th>12</th>\n",
       "      <th>13</th>\n",
       "      <th>14</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>product</th>\n",
       "      <td>apple</td>\n",
       "      <td>orange</td>\n",
       "      <td>potato</td>\n",
       "      <td>lemon</td>\n",
       "      <td>meron</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>exp</th>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>value</th>\n",
       "      <td>100</td>\n",
       "      <td>150</td>\n",
       "      <td>200</td>\n",
       "      <td>250</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            10      11      12     13     14\n",
       "product  apple  orange  potato  lemon  meron\n",
       "exp          5       4       5      4      5\n",
       "value      100     150     200    250    300"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sample.transpose()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10     apple\n",
       "11    orange\n",
       "12    potato\n",
       "13     lemon\n",
       "14     meron\n",
       "Name: product, dtype: object"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sample['product']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "ename": "KeyError",
     "evalue": "('product', 'value')",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "\u001b[0;32m~/.pyenv/versions/anaconda3-4.0.0/lib/python3.5/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m   2524\u001b[0m             \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2525\u001b[0;31m                 \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2526\u001b[0m             \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;31mKeyError\u001b[0m: ('product', 'value')",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-17-0cc8ed72813f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdf_sample\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'product'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'value'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m~/.pyenv/versions/anaconda3-4.0.0/lib/python3.5/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m   2137\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_getitem_multilevel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2138\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2139\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_getitem_column\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2140\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2141\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_getitem_column\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/.pyenv/versions/anaconda3-4.0.0/lib/python3.5/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m_getitem_column\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m   2144\u001b[0m         \u001b[0;31m# get column\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2145\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_unique\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2146\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_item_cache\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2147\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2148\u001b[0m         \u001b[0;31m# duplicate columns & possible reduce dimensionality\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/.pyenv/versions/anaconda3-4.0.0/lib/python3.5/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m_get_item_cache\u001b[0;34m(self, item)\u001b[0m\n\u001b[1;32m   1840\u001b[0m         \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcache\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1841\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mres\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1842\u001b[0;31m             \u001b[0mvalues\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_data\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1843\u001b[0m             \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_box_item_values\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1844\u001b[0m             \u001b[0mcache\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mres\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/.pyenv/versions/anaconda3-4.0.0/lib/python3.5/site-packages/pandas/core/internals.py\u001b[0m in \u001b[0;36mget\u001b[0;34m(self, item, fastpath)\u001b[0m\n\u001b[1;32m   3841\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3842\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misna\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 3843\u001b[0;31m                 \u001b[0mloc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   3844\u001b[0m             \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3845\u001b[0m                 \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0misna\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/.pyenv/versions/anaconda3-4.0.0/lib/python3.5/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m   2525\u001b[0m                 \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2526\u001b[0m             \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2527\u001b[0;31m                 \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_maybe_cast_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2528\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2529\u001b[0m         \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtolerance\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtolerance\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;31mKeyError\u001b[0m: ('product', 'value')"
     ]
    }
   ],
   "source": [
    "df_sample['product', 'value']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>product</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>apple</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>orange</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>potato</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>lemon</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>meron</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   product  value\n",
       "10   apple    100\n",
       "11  orange    150\n",
       "12  potato    200\n",
       "13   lemon    250\n",
       "14   meron    300"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sample.loc[ : , ['product', 'value']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "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",
       "        vertical-align: top;\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\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>product</th>\n",
       "      <th>exp</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>apple</td>\n",
       "      <td>5</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   product  exp  value\n",
       "10   apple    5    100"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sample.loc[[10], : ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\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>product</th>\n",
       "      <th>exp</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>apple</td>\n",
       "      <td>5</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>lemon</td>\n",
       "      <td>4</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>orange</td>\n",
       "      <td>4</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   product  exp  value\n",
       "10   apple    5    100\n",
       "13   lemon    4    250\n",
       "11  orange    4    150"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sample.loc[[10, 13, 11], : ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>product</th>\n",
       "      <th>exp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>apple</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>orange</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>potato</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   product  exp\n",
       "10   apple    5\n",
       "11  orange    4\n",
       "12  potato    5"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sample.iloc[0:3,0:2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\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>product</th>\n",
       "      <th>exp</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>meron</td>\n",
       "      <td>5</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>lemon</td>\n",
       "      <td>4</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>potato</td>\n",
       "      <td>5</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>orange</td>\n",
       "      <td>4</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>apple</td>\n",
       "      <td>5</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   product  exp  value\n",
       "14   meron    5    300\n",
       "13   lemon    4    250\n",
       "12  potato    5    200\n",
       "11  orange    4    150\n",
       "10   apple    5    100"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sample.sort_values('value', ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>product</th>\n",
       "      <th>exp</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>apple</td>\n",
       "      <td>5</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>orange</td>\n",
       "      <td>4</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>potato</td>\n",
       "      <td>5</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>lemon</td>\n",
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       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>meron</td>\n",
       "      <td>5</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   product  exp  value\n",
       "10   apple    5    100\n",
       "11  orange    4    150\n",
       "12  potato    5    200\n",
       "13   lemon    4    250\n",
       "14   meron    5    300"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sample.sort_values('value', ascending=True)"
   ]
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   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
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       "   product  exp  value\n",
       "10   apple    5    100\n",
       "12  potato    5    200\n",
       "14   meron    5    300"
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    "df_sample.loc[df_sample['exp'] == 5]"
   ]
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   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "d2 = ['banana', 5, 60]\n",
    "df_additional_sample = pd.DataFrame(data=d2)"
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   "cell_type": "code",
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    "df_additional_sample = df_additional_sample.transpose()"
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    "df_additional_sample.columns = ['product', 'exp', 'value']\n",
    "df_additional_sample.index = [15]"
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   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
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       "   product exp value\n",
       "15  banana   5    60"
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   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
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    "df_sample_all = pd.concat([df_sample, df_additional_sample])"
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       "   product exp value\n",
       "10   apple   5   100\n",
       "11  orange   4   150\n",
       "12  potato   5   200\n",
       "13   lemon   4   250\n",
       "14   meron   5   300\n",
       "15  banana   5    60"
      ]
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     "metadata": {},
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    "df_sample_all"
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   "execution_count": 52,
   "metadata": {},
   "outputs": [
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     "execution_count": 52,
     "metadata": {},
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  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "176.66666666666666"
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     "execution_count": 53,
     "metadata": {},
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    "df_sample_all['value'].mean()"
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   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10    105.0\n",
       "11    154.0\n",
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       "13    254.0\n",
       "14    305.0\n",
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       "dtype: float64"
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     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
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   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10     52.5\n",
       "11     77.0\n",
       "12    102.5\n",
       "13    127.0\n",
       "14    152.5\n",
       "15     32.5\n",
       "dtype: float64"
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     "metadata": {},
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  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/felix/.pyenv/versions/anaconda3-4.0.0/lib/python3.5/site-packages/ipykernel_launcher.py:1: ParserWarning: Falling back to the 'python' engine because the 'c' engine does not support sep=None with delim_whitespace=False; you can avoid this warning by specifying engine='python'.\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
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   "source": [
    "Table = pd.read_csv(r'/Users/felix/kadai2.txt', sep=None)"
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       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Listeria</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Fusobacterium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000047</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000053</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.000117</td>\n",
       "      <td>0.006231</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Streptobacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000051</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000028</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Brevibacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Acidobacteria_Gp1_Gp1</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Paenibacillus</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Bartonella</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000033</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000039</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Beijerinckia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Bradyrhizobium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000036</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000021</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000024</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Brucella</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000033</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Methylobacterium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Mesorhizobium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Rhizobium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Parvibaculum</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Paracoccus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Gluconacetobacter</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Granulibacter</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000032</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Gemella</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000015</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Azospirillum</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000026</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Macrococcus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Magnetospirillum</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Rhodospirillum</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000026</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Staphylococcus</td>\n",
       "      <td>0.000023</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000056</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Rickettsia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>219</th>\n",
       "      <td>Actinomyces</td>\n",
       "      <td>0.000064</td>\n",
       "      <td>0.000116</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.000099</td>\n",
       "      <td>0.000260</td>\n",
       "      <td>0.000036</td>\n",
       "      <td>0.000296</td>\n",
       "      <td>0.000036</td>\n",
       "      <td>0.000099</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000532</td>\n",
       "      <td>0.000842</td>\n",
       "      <td>0.000629</td>\n",
       "      <td>0.001599</td>\n",
       "      <td>0.000151</td>\n",
       "      <td>0.000493</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000089</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>Mobiluncus</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.000046</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000043</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000044</td>\n",
       "      <td>0.000079</td>\n",
       "      <td>0.000033</td>\n",
       "      <td>0.000034</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.000013</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>Corynebacterium</td>\n",
       "      <td>0.000058</td>\n",
       "      <td>0.000367</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.000013</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000019</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000054</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000054</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>Gordonia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>Nocardia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>Anoxybacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>Rhodococcus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000036</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>Bacillus</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000023</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000015</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000021</td>\n",
       "      <td>0.000064</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>Stackebrandtia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>Brevibacterium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>Exiguobacterium</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>Kytococcus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>Geobacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000026</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>Micrococcus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>Rothia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000038</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000089</td>\n",
       "      <td>0.002539</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000733</td>\n",
       "      <td>0.000089</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>Xylanimonas</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>Oceanobacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>Propionibacterium</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000032</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000013</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000131</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>Saccharopolyspora</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>Streptomyces</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>Bifidobacterium</td>\n",
       "      <td>0.055324</td>\n",
       "      <td>0.202647</td>\n",
       "      <td>0.000547</td>\n",
       "      <td>0.016547</td>\n",
       "      <td>0.027359</td>\n",
       "      <td>0.004712</td>\n",
       "      <td>0.026393</td>\n",
       "      <td>0.010604</td>\n",
       "      <td>0.003597</td>\n",
       "      <td>...</td>\n",
       "      <td>0.057686</td>\n",
       "      <td>0.020877</td>\n",
       "      <td>0.049556</td>\n",
       "      <td>0.044098</td>\n",
       "      <td>0.118112</td>\n",
       "      <td>0.090088</td>\n",
       "      <td>0.059058</td>\n",
       "      <td>0.013638</td>\n",
       "      <td>0.041361</td>\n",
       "      <td>0.015360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>Gardnerella</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000028</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>Parascardovia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000045</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>Scardovia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>Atopobium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000087</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000046</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000049</td>\n",
       "      <td>0.000057</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000105</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000031</td>\n",
       "      <td>0.000096</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>Collinsella</td>\n",
       "      <td>0.000056</td>\n",
       "      <td>0.035774</td>\n",
       "      <td>0.001438</td>\n",
       "      <td>0.005010</td>\n",
       "      <td>0.006315</td>\n",
       "      <td>0.003546</td>\n",
       "      <td>0.014804</td>\n",
       "      <td>0.000675</td>\n",
       "      <td>0.016243</td>\n",
       "      <td>...</td>\n",
       "      <td>0.072609</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010582</td>\n",
       "      <td>0.010872</td>\n",
       "      <td>0.012667</td>\n",
       "      <td>0.021776</td>\n",
       "      <td>0.007490</td>\n",
       "      <td>0.001956</td>\n",
       "      <td>0.033871</td>\n",
       "      <td>0.001379</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>Cryptobacterium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>Eggerthella</td>\n",
       "      <td>0.001606</td>\n",
       "      <td>0.001321</td>\n",
       "      <td>0.000062</td>\n",
       "      <td>0.000222</td>\n",
       "      <td>0.000261</td>\n",
       "      <td>0.000072</td>\n",
       "      <td>0.001970</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.000276</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000307</td>\n",
       "      <td>0.000663</td>\n",
       "      <td>0.000232</td>\n",
       "      <td>0.000102</td>\n",
       "      <td>0.000083</td>\n",
       "      <td>0.001446</td>\n",
       "      <td>0.003734</td>\n",
       "      <td>0.000223</td>\n",
       "      <td>0.001479</td>\n",
       "      <td>0.000442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>Gordonibacter</td>\n",
       "      <td>0.000297</td>\n",
       "      <td>0.000486</td>\n",
       "      <td>0.000132</td>\n",
       "      <td>0.000269</td>\n",
       "      <td>0.000193</td>\n",
       "      <td>0.000105</td>\n",
       "      <td>0.000375</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.000843</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000790</td>\n",
       "      <td>0.000131</td>\n",
       "      <td>0.000245</td>\n",
       "      <td>0.000076</td>\n",
       "      <td>0.000071</td>\n",
       "      <td>0.000142</td>\n",
       "      <td>0.000208</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000195</td>\n",
       "      <td>0.000013</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>Slackia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.000057</td>\n",
       "      <td>0.000069</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000161</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000045</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>249 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                Unnamed: 0  AM-F10-T1  AM-F10-T2   DA-AD-1   DA-AD-2  \\\n",
       "0                       -1   0.481955   0.388583  0.533604  0.634708   \n",
       "1                 Bacteria   0.000000   0.000000  0.000000  0.000013   \n",
       "2         Prosthecochloris   0.000000   0.000000  0.000000  0.000000   \n",
       "3             Chloroflexus   0.000000   0.000000  0.000000  0.000000   \n",
       "4          Dehalococcoides   0.000010   0.000000  0.000000  0.000020   \n",
       "5                  Thermus   0.000000   0.000004  0.000000  0.000000   \n",
       "6                 Listeria   0.000000   0.000000  0.000000  0.000000   \n",
       "7            Fusobacterium   0.000000   0.000000  0.000000  0.000009   \n",
       "8          Streptobacillus   0.000000   0.000005  0.000000  0.000000   \n",
       "9            Brevibacillus   0.000000   0.000000  0.000000  0.000002   \n",
       "10   Acidobacteria_Gp1_Gp1   0.000000   0.000000  0.000000  0.000000   \n",
       "11           Paenibacillus   0.000004   0.000000  0.000006  0.000000   \n",
       "12              Bartonella   0.000000   0.000000  0.000033  0.000000   \n",
       "13            Beijerinckia   0.000000   0.000000  0.000000  0.000000   \n",
       "14          Bradyrhizobium   0.000000   0.000000  0.000000  0.000000   \n",
       "15                Brucella   0.000000   0.000000  0.000000  0.000000   \n",
       "16        Methylobacterium   0.000000   0.000000  0.000000  0.000005   \n",
       "17           Mesorhizobium   0.000000   0.000000  0.000000  0.000000   \n",
       "18               Rhizobium   0.000000   0.000000  0.000000  0.000000   \n",
       "19            Parvibaculum   0.000000   0.000000  0.000000  0.000000   \n",
       "20              Paracoccus   0.000000   0.000000  0.000000  0.000000   \n",
       "21       Gluconacetobacter   0.000000   0.000000  0.000000  0.000000   \n",
       "22           Granulibacter   0.000000   0.000000  0.000000  0.000000   \n",
       "23                 Gemella   0.000007   0.000000  0.000000  0.000000   \n",
       "24            Azospirillum   0.000000   0.000000  0.000000  0.000000   \n",
       "25             Macrococcus   0.000000   0.000004  0.000000  0.000000   \n",
       "26        Magnetospirillum   0.000000   0.000000  0.000000  0.000000   \n",
       "27          Rhodospirillum   0.000000   0.000000  0.000006  0.000000   \n",
       "28          Staphylococcus   0.000023   0.000008  0.000000  0.000000   \n",
       "29              Rickettsia   0.000000   0.000000  0.000000  0.000000   \n",
       "..                     ...        ...        ...       ...       ...   \n",
       "219            Actinomyces   0.000064   0.000116  0.000012  0.000099   \n",
       "220             Mobiluncus   0.000009   0.000003  0.000000  0.000012   \n",
       "221        Corynebacterium   0.000058   0.000367  0.000008  0.000017   \n",
       "222               Gordonia   0.000000   0.000000  0.000000  0.000000   \n",
       "223               Nocardia   0.000000   0.000000  0.000000  0.000000   \n",
       "224          Anoxybacillus   0.000000   0.000000  0.000000  0.000000   \n",
       "225            Rhodococcus   0.000000   0.000000  0.000018  0.000000   \n",
       "226               Bacillus   0.000018   0.000000  0.000007  0.000023   \n",
       "227         Stackebrandtia   0.000000   0.000000  0.000004  0.000000   \n",
       "228         Brevibacterium   0.000000   0.000000  0.000000  0.000000   \n",
       "229        Exiguobacterium   0.000005   0.000000  0.000000  0.000000   \n",
       "230             Kytococcus   0.000000   0.000000  0.000000  0.000000   \n",
       "231            Geobacillus   0.000000   0.000000  0.000000  0.000026   \n",
       "232            Micrococcus   0.000000   0.000000  0.000000  0.000000   \n",
       "233                 Rothia   0.000000   0.000000  0.000000  0.000012   \n",
       "234            Xylanimonas   0.000000   0.000000  0.000000  0.000000   \n",
       "235         Oceanobacillus   0.000000   0.000000  0.000000  0.000025   \n",
       "236      Propionibacterium   0.000022   0.000003  0.000000  0.000032   \n",
       "237      Saccharopolyspora   0.000000   0.000000  0.000000  0.000000   \n",
       "238           Streptomyces   0.000000   0.000000  0.000000  0.000000   \n",
       "239        Bifidobacterium   0.055324   0.202647  0.000547  0.016547   \n",
       "240            Gardnerella   0.000000   0.000000  0.000000  0.000000   \n",
       "241          Parascardovia   0.000000   0.000000  0.000000  0.000000   \n",
       "242              Scardovia   0.000000   0.000000  0.000000  0.000000   \n",
       "243              Atopobium   0.000000   0.000020  0.000018  0.000087   \n",
       "244            Collinsella   0.000056   0.035774  0.001438  0.005010   \n",
       "245        Cryptobacterium   0.000000   0.000000  0.000000  0.000009   \n",
       "246            Eggerthella   0.001606   0.001321  0.000062  0.000222   \n",
       "247          Gordonibacter   0.000297   0.000486  0.000132  0.000269   \n",
       "248                Slackia   0.000000   0.000025  0.000040  0.000057   \n",
       "\n",
       "      DA-AD-3   DA-AD-4   ES-AD-1   ES-AD-2   ES-AD-3    ...      IT-AD-6  \\\n",
       "0    0.779810  0.764099  0.251668  0.427127  0.391270    ...     0.558100   \n",
       "1    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "2    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "3    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "4    0.000000  0.000087  0.000046  0.000000  0.000000    ...     0.000111   \n",
       "5    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "6    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "7    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "8    0.000051  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "9    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "10   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "11   0.000006  0.000004  0.000000  0.000000  0.000000    ...     0.000011   \n",
       "12   0.000000  0.000039  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "13   0.000000  0.000007  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "14   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "15   0.000000  0.000033  0.000000  0.000000  0.000009    ...     0.000000   \n",
       "16   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "17   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "18   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "19   0.000000  0.000000  0.000000  0.000000  0.000008    ...     0.000000   \n",
       "20   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "21   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "22   0.000000  0.000016  0.000000  0.000032  0.000000    ...     0.000000   \n",
       "23   0.000000  0.000000  0.000000  0.000015  0.000000    ...     0.000000   \n",
       "24   0.000000  0.000026  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "25   0.000000  0.000014  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "26   0.000000  0.000027  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "27   0.000000  0.000026  0.000000  0.000007  0.000025    ...     0.000000   \n",
       "28   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "29   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "..        ...       ...       ...       ...       ...    ...          ...   \n",
       "219  0.000260  0.000036  0.000296  0.000036  0.000099    ...     0.000532   \n",
       "220  0.000046  0.000016  0.000030  0.000006  0.000043    ...     0.000044   \n",
       "221  0.000000  0.000011  0.000013  0.000008  0.000018    ...     0.000018   \n",
       "222  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "223  0.000000  0.000005  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "224  0.000000  0.000020  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "225  0.000022  0.000036  0.000016  0.000000  0.000000    ...     0.000008   \n",
       "226  0.000000  0.000014  0.000000  0.000006  0.000004    ...     0.000000   \n",
       "227  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "228  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "229  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "230  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000020   \n",
       "231  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "232  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "233  0.000000  0.000038  0.000000  0.000000  0.000000    ...     0.000048   \n",
       "234  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "235  0.000000  0.000008  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "236  0.000011  0.000000  0.000027  0.000000  0.000000    ...     0.000022   \n",
       "237  0.000003  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "238  0.000003  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "239  0.027359  0.004712  0.026393  0.010604  0.003597    ...     0.057686   \n",
       "240  0.000000  0.000000  0.000027  0.000000  0.000000    ...     0.000000   \n",
       "241  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "242  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "243  0.000000  0.000025  0.000046  0.000010  0.000000    ...     0.000000   \n",
       "244  0.006315  0.003546  0.014804  0.000675  0.016243    ...     0.072609   \n",
       "245  0.000000  0.000000  0.000000  0.000000  0.000018    ...     0.000000   \n",
       "246  0.000261  0.000072  0.001970  0.000040  0.000276    ...     0.000307   \n",
       "247  0.000193  0.000105  0.000375  0.000040  0.000843    ...     0.000790   \n",
       "248  0.000069  0.000014  0.000000  0.000009  0.000009    ...     0.000161   \n",
       "\n",
       "      JP-AD-1   JP-AD-2   JP-AD-3   JP-AD-4   JP-AD-5   JP-AD-6   JP-AD-7  \\\n",
       "0    0.293517  0.527002  0.530483  0.386045  0.583451  0.329485  0.195264   \n",
       "1    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "2    0.000000  0.000000  0.000030  0.000000  0.000000  0.000000  0.000000   \n",
       "3    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "4    0.000000  0.000000  0.000112  0.000000  0.000000  0.000000  0.000000   \n",
       "5    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "6    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "7    0.000000  0.000047  0.000000  0.000053  0.000050  0.000117  0.006231   \n",
       "8    0.000028  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "9    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "10   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "11   0.000000  0.000000  0.000000  0.000000  0.000012  0.000000  0.000000   \n",
       "12   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "13   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "14   0.000010  0.000000  0.000036  0.000000  0.000021  0.000000  0.000024   \n",
       "15   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "16   0.000000  0.000000  0.000014  0.000000  0.000000  0.000000  0.000000   \n",
       "17   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "18   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "19   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "20   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "21   0.000000  0.000000  0.000000  0.000000  0.000022  0.000000  0.000000   \n",
       "22   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "23   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "24   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "25   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "26   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "27   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "28   0.000056  0.000014  0.000000  0.000000  0.000303  0.000000  0.000000   \n",
       "29   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "..        ...       ...       ...       ...       ...       ...       ...   \n",
       "219  0.000842  0.000629  0.001599  0.000151  0.000493  0.000000  0.000089   \n",
       "220  0.000079  0.000033  0.000034  0.000000  0.000000  0.000000  0.000000   \n",
       "221  0.000019  0.000011  0.000000  0.000054  0.000000  0.000054  0.000000   \n",
       "222  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "223  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "224  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "225  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "226  0.000000  0.000015  0.000000  0.000021  0.000064  0.000000  0.000000   \n",
       "227  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "228  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "229  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "230  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "231  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "232  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "233  0.000000  0.000089  0.002539  0.000000  0.000733  0.000089  0.000000   \n",
       "234  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "235  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "236  0.000013  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "237  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "238  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "239  0.020877  0.049556  0.044098  0.118112  0.090088  0.059058  0.013638   \n",
       "240  0.000000  0.000000  0.000000  0.000028  0.000000  0.000000  0.000000   \n",
       "241  0.000000  0.000000  0.000000  0.000000  0.000045  0.000000  0.000000   \n",
       "242  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "243  0.000000  0.000049  0.000057  0.000000  0.000105  0.000000  0.000000   \n",
       "244  0.000000  0.010582  0.010872  0.012667  0.021776  0.007490  0.001956   \n",
       "245  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "246  0.000663  0.000232  0.000102  0.000083  0.001446  0.003734  0.000223   \n",
       "247  0.000131  0.000245  0.000076  0.000071  0.000142  0.000208  0.000000   \n",
       "248  0.000030  0.000025  0.000000  0.000000  0.000045  0.000000  0.000000   \n",
       "\n",
       "      JP-AD-8   JP-AD-9  \n",
       "0    0.362812  0.387326  \n",
       "1    0.000000  0.000000  \n",
       "2    0.000000  0.000000  \n",
       "3    0.000000  0.000000  \n",
       "4    0.000000  0.000000  \n",
       "5    0.000000  0.000000  \n",
       "6    0.000000  0.000000  \n",
       "7    0.000025  0.000000  \n",
       "8    0.000000  0.000000  \n",
       "9    0.000000  0.000000  \n",
       "10   0.000000  0.000000  \n",
       "11   0.000000  0.000000  \n",
       "12   0.000000  0.000000  \n",
       "13   0.000000  0.000000  \n",
       "14   0.000000  0.000000  \n",
       "15   0.000000  0.000000  \n",
       "16   0.000000  0.000000  \n",
       "17   0.000000  0.000000  \n",
       "18   0.000000  0.000000  \n",
       "19   0.000000  0.000000  \n",
       "20   0.000000  0.000000  \n",
       "21   0.000000  0.000000  \n",
       "22   0.000000  0.000000  \n",
       "23   0.000000  0.000000  \n",
       "24   0.000000  0.000000  \n",
       "25   0.000000  0.000000  \n",
       "26   0.000000  0.000000  \n",
       "27   0.000000  0.000000  \n",
       "28   0.000000  0.000000  \n",
       "29   0.000000  0.000000  \n",
       "..        ...       ...  \n",
       "219  0.000000  0.000000  \n",
       "220  0.000016  0.000013  \n",
       "221  0.000000  0.000000  \n",
       "222  0.000000  0.000000  \n",
       "223  0.000000  0.000000  \n",
       "224  0.000000  0.000000  \n",
       "225  0.000000  0.000000  \n",
       "226  0.000000  0.000000  \n",
       "227  0.000000  0.000000  \n",
       "228  0.000000  0.000000  \n",
       "229  0.000000  0.000000  \n",
       "230  0.000000  0.000000  \n",
       "231  0.000000  0.000000  \n",
       "232  0.000000  0.000000  \n",
       "233  0.000000  0.000000  \n",
       "234  0.000000  0.000000  \n",
       "235  0.000000  0.000000  \n",
       "236  0.000131  0.000000  \n",
       "237  0.000000  0.000000  \n",
       "238  0.000000  0.000000  \n",
       "239  0.041361  0.015360  \n",
       "240  0.000000  0.000054  \n",
       "241  0.000000  0.000000  \n",
       "242  0.000000  0.000000  \n",
       "243  0.000031  0.000096  \n",
       "244  0.033871  0.001379  \n",
       "245  0.000000  0.000000  \n",
       "246  0.001479  0.000442  \n",
       "247  0.000195  0.000013  \n",
       "248  0.000000  0.000000  \n",
       "\n",
       "[249 rows x 34 columns]"
      ]
     },
     "execution_count": 103,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "Table = Table.drop(Table.index[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>AM-F10-T1</th>\n",
       "      <th>AM-F10-T2</th>\n",
       "      <th>DA-AD-1</th>\n",
       "      <th>DA-AD-2</th>\n",
       "      <th>DA-AD-3</th>\n",
       "      <th>DA-AD-4</th>\n",
       "      <th>ES-AD-1</th>\n",
       "      <th>ES-AD-2</th>\n",
       "      <th>ES-AD-3</th>\n",
       "      <th>...</th>\n",
       "      <th>IT-AD-6</th>\n",
       "      <th>JP-AD-1</th>\n",
       "      <th>JP-AD-2</th>\n",
       "      <th>JP-AD-3</th>\n",
       "      <th>JP-AD-4</th>\n",
       "      <th>JP-AD-5</th>\n",
       "      <th>JP-AD-6</th>\n",
       "      <th>JP-AD-7</th>\n",
       "      <th>JP-AD-8</th>\n",
       "      <th>JP-AD-9</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Bacteria</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000013</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Prosthecochloris</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Chloroflexus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Dehalococcoides</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000087</td>\n",
       "      <td>0.000046</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000112</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Thermus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Listeria</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Fusobacterium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000047</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000053</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.000117</td>\n",
       "      <td>0.006231</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Streptobacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000051</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000028</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Brevibacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Acidobacteria_Gp1_Gp1</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Paenibacillus</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Bartonella</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000033</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000039</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Beijerinckia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Bradyrhizobium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000036</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000021</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000024</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Brucella</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000033</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Methylobacterium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Mesorhizobium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Rhizobium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Parvibaculum</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Paracoccus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Gluconacetobacter</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Granulibacter</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000032</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Gemella</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000015</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Azospirillum</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000026</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Macrococcus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Magnetospirillum</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Rhodospirillum</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000026</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Staphylococcus</td>\n",
       "      <td>0.000023</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000056</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Rickettsia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Pelagibacter</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>219</th>\n",
       "      <td>Actinomyces</td>\n",
       "      <td>0.000064</td>\n",
       "      <td>0.000116</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.000099</td>\n",
       "      <td>0.000260</td>\n",
       "      <td>0.000036</td>\n",
       "      <td>0.000296</td>\n",
       "      <td>0.000036</td>\n",
       "      <td>0.000099</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000532</td>\n",
       "      <td>0.000842</td>\n",
       "      <td>0.000629</td>\n",
       "      <td>0.001599</td>\n",
       "      <td>0.000151</td>\n",
       "      <td>0.000493</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000089</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>Mobiluncus</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.000046</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000043</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000044</td>\n",
       "      <td>0.000079</td>\n",
       "      <td>0.000033</td>\n",
       "      <td>0.000034</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.000013</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>Corynebacterium</td>\n",
       "      <td>0.000058</td>\n",
       "      <td>0.000367</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.000013</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000019</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000054</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000054</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>Gordonia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>Nocardia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>Anoxybacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>Rhodococcus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000036</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>Bacillus</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000023</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000015</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000021</td>\n",
       "      <td>0.000064</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>Stackebrandtia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>Brevibacterium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>Exiguobacterium</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>Kytococcus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>Geobacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000026</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>Micrococcus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>Rothia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000038</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000089</td>\n",
       "      <td>0.002539</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000733</td>\n",
       "      <td>0.000089</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>Xylanimonas</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>Oceanobacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>Propionibacterium</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000032</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000013</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000131</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>Saccharopolyspora</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>Streptomyces</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>Bifidobacterium</td>\n",
       "      <td>0.055324</td>\n",
       "      <td>0.202647</td>\n",
       "      <td>0.000547</td>\n",
       "      <td>0.016547</td>\n",
       "      <td>0.027359</td>\n",
       "      <td>0.004712</td>\n",
       "      <td>0.026393</td>\n",
       "      <td>0.010604</td>\n",
       "      <td>0.003597</td>\n",
       "      <td>...</td>\n",
       "      <td>0.057686</td>\n",
       "      <td>0.020877</td>\n",
       "      <td>0.049556</td>\n",
       "      <td>0.044098</td>\n",
       "      <td>0.118112</td>\n",
       "      <td>0.090088</td>\n",
       "      <td>0.059058</td>\n",
       "      <td>0.013638</td>\n",
       "      <td>0.041361</td>\n",
       "      <td>0.015360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>Gardnerella</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000028</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>Parascardovia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000045</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>Scardovia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>Atopobium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000087</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000046</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000049</td>\n",
       "      <td>0.000057</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000105</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000031</td>\n",
       "      <td>0.000096</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>Collinsella</td>\n",
       "      <td>0.000056</td>\n",
       "      <td>0.035774</td>\n",
       "      <td>0.001438</td>\n",
       "      <td>0.005010</td>\n",
       "      <td>0.006315</td>\n",
       "      <td>0.003546</td>\n",
       "      <td>0.014804</td>\n",
       "      <td>0.000675</td>\n",
       "      <td>0.016243</td>\n",
       "      <td>...</td>\n",
       "      <td>0.072609</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010582</td>\n",
       "      <td>0.010872</td>\n",
       "      <td>0.012667</td>\n",
       "      <td>0.021776</td>\n",
       "      <td>0.007490</td>\n",
       "      <td>0.001956</td>\n",
       "      <td>0.033871</td>\n",
       "      <td>0.001379</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>Cryptobacterium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>Eggerthella</td>\n",
       "      <td>0.001606</td>\n",
       "      <td>0.001321</td>\n",
       "      <td>0.000062</td>\n",
       "      <td>0.000222</td>\n",
       "      <td>0.000261</td>\n",
       "      <td>0.000072</td>\n",
       "      <td>0.001970</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.000276</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000307</td>\n",
       "      <td>0.000663</td>\n",
       "      <td>0.000232</td>\n",
       "      <td>0.000102</td>\n",
       "      <td>0.000083</td>\n",
       "      <td>0.001446</td>\n",
       "      <td>0.003734</td>\n",
       "      <td>0.000223</td>\n",
       "      <td>0.001479</td>\n",
       "      <td>0.000442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>Gordonibacter</td>\n",
       "      <td>0.000297</td>\n",
       "      <td>0.000486</td>\n",
       "      <td>0.000132</td>\n",
       "      <td>0.000269</td>\n",
       "      <td>0.000193</td>\n",
       "      <td>0.000105</td>\n",
       "      <td>0.000375</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.000843</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000790</td>\n",
       "      <td>0.000131</td>\n",
       "      <td>0.000245</td>\n",
       "      <td>0.000076</td>\n",
       "      <td>0.000071</td>\n",
       "      <td>0.000142</td>\n",
       "      <td>0.000208</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000195</td>\n",
       "      <td>0.000013</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>Slackia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.000057</td>\n",
       "      <td>0.000069</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000161</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000045</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>248 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                Unnamed: 0  AM-F10-T1  AM-F10-T2   DA-AD-1   DA-AD-2  \\\n",
       "1                 Bacteria   0.000000   0.000000  0.000000  0.000013   \n",
       "2         Prosthecochloris   0.000000   0.000000  0.000000  0.000000   \n",
       "3             Chloroflexus   0.000000   0.000000  0.000000  0.000000   \n",
       "4          Dehalococcoides   0.000010   0.000000  0.000000  0.000020   \n",
       "5                  Thermus   0.000000   0.000004  0.000000  0.000000   \n",
       "6                 Listeria   0.000000   0.000000  0.000000  0.000000   \n",
       "7            Fusobacterium   0.000000   0.000000  0.000000  0.000009   \n",
       "8          Streptobacillus   0.000000   0.000005  0.000000  0.000000   \n",
       "9            Brevibacillus   0.000000   0.000000  0.000000  0.000002   \n",
       "10   Acidobacteria_Gp1_Gp1   0.000000   0.000000  0.000000  0.000000   \n",
       "11           Paenibacillus   0.000004   0.000000  0.000006  0.000000   \n",
       "12              Bartonella   0.000000   0.000000  0.000033  0.000000   \n",
       "13            Beijerinckia   0.000000   0.000000  0.000000  0.000000   \n",
       "14          Bradyrhizobium   0.000000   0.000000  0.000000  0.000000   \n",
       "15                Brucella   0.000000   0.000000  0.000000  0.000000   \n",
       "16        Methylobacterium   0.000000   0.000000  0.000000  0.000005   \n",
       "17           Mesorhizobium   0.000000   0.000000  0.000000  0.000000   \n",
       "18               Rhizobium   0.000000   0.000000  0.000000  0.000000   \n",
       "19            Parvibaculum   0.000000   0.000000  0.000000  0.000000   \n",
       "20              Paracoccus   0.000000   0.000000  0.000000  0.000000   \n",
       "21       Gluconacetobacter   0.000000   0.000000  0.000000  0.000000   \n",
       "22           Granulibacter   0.000000   0.000000  0.000000  0.000000   \n",
       "23                 Gemella   0.000007   0.000000  0.000000  0.000000   \n",
       "24            Azospirillum   0.000000   0.000000  0.000000  0.000000   \n",
       "25             Macrococcus   0.000000   0.000004  0.000000  0.000000   \n",
       "26        Magnetospirillum   0.000000   0.000000  0.000000  0.000000   \n",
       "27          Rhodospirillum   0.000000   0.000000  0.000006  0.000000   \n",
       "28          Staphylococcus   0.000023   0.000008  0.000000  0.000000   \n",
       "29              Rickettsia   0.000000   0.000000  0.000000  0.000000   \n",
       "30            Pelagibacter   0.000000   0.000000  0.000000  0.000000   \n",
       "..                     ...        ...        ...       ...       ...   \n",
       "219            Actinomyces   0.000064   0.000116  0.000012  0.000099   \n",
       "220             Mobiluncus   0.000009   0.000003  0.000000  0.000012   \n",
       "221        Corynebacterium   0.000058   0.000367  0.000008  0.000017   \n",
       "222               Gordonia   0.000000   0.000000  0.000000  0.000000   \n",
       "223               Nocardia   0.000000   0.000000  0.000000  0.000000   \n",
       "224          Anoxybacillus   0.000000   0.000000  0.000000  0.000000   \n",
       "225            Rhodococcus   0.000000   0.000000  0.000018  0.000000   \n",
       "226               Bacillus   0.000018   0.000000  0.000007  0.000023   \n",
       "227         Stackebrandtia   0.000000   0.000000  0.000004  0.000000   \n",
       "228         Brevibacterium   0.000000   0.000000  0.000000  0.000000   \n",
       "229        Exiguobacterium   0.000005   0.000000  0.000000  0.000000   \n",
       "230             Kytococcus   0.000000   0.000000  0.000000  0.000000   \n",
       "231            Geobacillus   0.000000   0.000000  0.000000  0.000026   \n",
       "232            Micrococcus   0.000000   0.000000  0.000000  0.000000   \n",
       "233                 Rothia   0.000000   0.000000  0.000000  0.000012   \n",
       "234            Xylanimonas   0.000000   0.000000  0.000000  0.000000   \n",
       "235         Oceanobacillus   0.000000   0.000000  0.000000  0.000025   \n",
       "236      Propionibacterium   0.000022   0.000003  0.000000  0.000032   \n",
       "237      Saccharopolyspora   0.000000   0.000000  0.000000  0.000000   \n",
       "238           Streptomyces   0.000000   0.000000  0.000000  0.000000   \n",
       "239        Bifidobacterium   0.055324   0.202647  0.000547  0.016547   \n",
       "240            Gardnerella   0.000000   0.000000  0.000000  0.000000   \n",
       "241          Parascardovia   0.000000   0.000000  0.000000  0.000000   \n",
       "242              Scardovia   0.000000   0.000000  0.000000  0.000000   \n",
       "243              Atopobium   0.000000   0.000020  0.000018  0.000087   \n",
       "244            Collinsella   0.000056   0.035774  0.001438  0.005010   \n",
       "245        Cryptobacterium   0.000000   0.000000  0.000000  0.000009   \n",
       "246            Eggerthella   0.001606   0.001321  0.000062  0.000222   \n",
       "247          Gordonibacter   0.000297   0.000486  0.000132  0.000269   \n",
       "248                Slackia   0.000000   0.000025  0.000040  0.000057   \n",
       "\n",
       "      DA-AD-3   DA-AD-4   ES-AD-1   ES-AD-2   ES-AD-3    ...      IT-AD-6  \\\n",
       "1    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "2    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "3    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "4    0.000000  0.000087  0.000046  0.000000  0.000000    ...     0.000111   \n",
       "5    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "6    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "7    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "8    0.000051  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "9    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "10   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "11   0.000006  0.000004  0.000000  0.000000  0.000000    ...     0.000011   \n",
       "12   0.000000  0.000039  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "13   0.000000  0.000007  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "14   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "15   0.000000  0.000033  0.000000  0.000000  0.000009    ...     0.000000   \n",
       "16   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "17   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "18   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "19   0.000000  0.000000  0.000000  0.000000  0.000008    ...     0.000000   \n",
       "20   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "21   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "22   0.000000  0.000016  0.000000  0.000032  0.000000    ...     0.000000   \n",
       "23   0.000000  0.000000  0.000000  0.000015  0.000000    ...     0.000000   \n",
       "24   0.000000  0.000026  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "25   0.000000  0.000014  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "26   0.000000  0.000027  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "27   0.000000  0.000026  0.000000  0.000007  0.000025    ...     0.000000   \n",
       "28   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "29   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "30   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "..        ...       ...       ...       ...       ...    ...          ...   \n",
       "219  0.000260  0.000036  0.000296  0.000036  0.000099    ...     0.000532   \n",
       "220  0.000046  0.000016  0.000030  0.000006  0.000043    ...     0.000044   \n",
       "221  0.000000  0.000011  0.000013  0.000008  0.000018    ...     0.000018   \n",
       "222  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "223  0.000000  0.000005  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "224  0.000000  0.000020  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "225  0.000022  0.000036  0.000016  0.000000  0.000000    ...     0.000008   \n",
       "226  0.000000  0.000014  0.000000  0.000006  0.000004    ...     0.000000   \n",
       "227  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "228  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "229  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "230  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000020   \n",
       "231  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "232  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "233  0.000000  0.000038  0.000000  0.000000  0.000000    ...     0.000048   \n",
       "234  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "235  0.000000  0.000008  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "236  0.000011  0.000000  0.000027  0.000000  0.000000    ...     0.000022   \n",
       "237  0.000003  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "238  0.000003  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "239  0.027359  0.004712  0.026393  0.010604  0.003597    ...     0.057686   \n",
       "240  0.000000  0.000000  0.000027  0.000000  0.000000    ...     0.000000   \n",
       "241  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "242  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "243  0.000000  0.000025  0.000046  0.000010  0.000000    ...     0.000000   \n",
       "244  0.006315  0.003546  0.014804  0.000675  0.016243    ...     0.072609   \n",
       "245  0.000000  0.000000  0.000000  0.000000  0.000018    ...     0.000000   \n",
       "246  0.000261  0.000072  0.001970  0.000040  0.000276    ...     0.000307   \n",
       "247  0.000193  0.000105  0.000375  0.000040  0.000843    ...     0.000790   \n",
       "248  0.000069  0.000014  0.000000  0.000009  0.000009    ...     0.000161   \n",
       "\n",
       "      JP-AD-1   JP-AD-2   JP-AD-3   JP-AD-4   JP-AD-5   JP-AD-6   JP-AD-7  \\\n",
       "1    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "2    0.000000  0.000000  0.000030  0.000000  0.000000  0.000000  0.000000   \n",
       "3    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "4    0.000000  0.000000  0.000112  0.000000  0.000000  0.000000  0.000000   \n",
       "5    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "6    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "7    0.000000  0.000047  0.000000  0.000053  0.000050  0.000117  0.006231   \n",
       "8    0.000028  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "9    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "10   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "11   0.000000  0.000000  0.000000  0.000000  0.000012  0.000000  0.000000   \n",
       "12   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "13   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "14   0.000010  0.000000  0.000036  0.000000  0.000021  0.000000  0.000024   \n",
       "15   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "16   0.000000  0.000000  0.000014  0.000000  0.000000  0.000000  0.000000   \n",
       "17   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "18   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "19   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "20   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "21   0.000000  0.000000  0.000000  0.000000  0.000022  0.000000  0.000000   \n",
       "22   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "23   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "24   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "25   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "26   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
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       "247  0.000131  0.000245  0.000076  0.000071  0.000142  0.000208  0.000000   \n",
       "248  0.000030  0.000025  0.000000  0.000000  0.000045  0.000000  0.000000   \n",
       "\n",
       "      JP-AD-8   JP-AD-9  \n",
       "1    0.000000  0.000000  \n",
       "2    0.000000  0.000000  \n",
       "3    0.000000  0.000000  \n",
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       "25   0.000000  0.000000  \n",
       "26   0.000000  0.000000  \n",
       "27   0.000000  0.000000  \n",
       "28   0.000000  0.000000  \n",
       "29   0.000000  0.000000  \n",
       "30   0.000000  0.000000  \n",
       "..        ...       ...  \n",
       "219  0.000000  0.000000  \n",
       "220  0.000016  0.000013  \n",
       "221  0.000000  0.000000  \n",
       "222  0.000000  0.000000  \n",
       "223  0.000000  0.000000  \n",
       "224  0.000000  0.000000  \n",
       "225  0.000000  0.000000  \n",
       "226  0.000000  0.000000  \n",
       "227  0.000000  0.000000  \n",
       "228  0.000000  0.000000  \n",
       "229  0.000000  0.000000  \n",
       "230  0.000000  0.000000  \n",
       "231  0.000000  0.000000  \n",
       "232  0.000000  0.000000  \n",
       "233  0.000000  0.000000  \n",
       "234  0.000000  0.000000  \n",
       "235  0.000000  0.000000  \n",
       "236  0.000131  0.000000  \n",
       "237  0.000000  0.000000  \n",
       "238  0.000000  0.000000  \n",
       "239  0.041361  0.015360  \n",
       "240  0.000000  0.000054  \n",
       "241  0.000000  0.000000  \n",
       "242  0.000000  0.000000  \n",
       "243  0.000031  0.000096  \n",
       "244  0.033871  0.001379  \n",
       "245  0.000000  0.000000  \n",
       "246  0.001479  0.000442  \n",
       "247  0.000195  0.000013  \n",
       "248  0.000000  0.000000  \n",
       "\n",
       "[248 rows x 34 columns]"
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     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Table"
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  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "248"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Table.shape[0]"
   ]
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  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "34"
      ]
     },
     "execution_count": 85,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "Table.shape[1]"
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   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      Unnamed: 0  AM-F10-T1  AM-F10-T2  DA-AD-1   DA-AD-2   DA-AD-3   DA-AD-4  \\\n",
       "202  Bacteroides   0.057746   0.054196  0.05415  0.147098  0.020281  0.016109   \n",
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     "execution_count": 86,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "Table.loc[Table['Unnamed: 0'] == 'Bacteroides']"
   ]
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  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [],
   "source": [
    "BacteroidesTable = Table.loc[Table['Unnamed: 0'] == 'Bacteroides']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [
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       "      Unnamed: 0  AM-F10-T1  AM-F10-T2  DA-AD-1   DA-AD-2   DA-AD-3   DA-AD-4  \\\n",
       "202  Bacteroides   0.057746   0.054196  0.05415  0.147098  0.020281  0.016109   \n",
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       "202  0.059617  0.243416  0.104205  0.376416  0.396409  0.34306  0.212884  \n",
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       "[1 rows x 34 columns]"
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     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "BacteroidesTable"
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   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "202    0.147514\n",
       "dtype: float64"
      ]
     },
     "execution_count": 98,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "BacteroidesTable.iloc[:, 1:].mean(axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "202    0.546683\n",
       "dtype: float64"
      ]
     },
     "execution_count": 99,
     "metadata": {},
     "output_type": "execute_result"
    }
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   "source": [
    "BacteroidesTable.iloc[:, 1:].max(axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "202    0.016109\n",
       "dtype: float64"
      ]
     },
     "execution_count": 100,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "BacteroidesTable.iloc[:, 1:].min(axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "202    0.132963\n",
       "dtype: float64"
      ]
     },
     "execution_count": 101,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "BacteroidesTable.iloc[:, 1:].std(axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1      4.024242e-07\n",
       "2      9.136364e-07\n",
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       "5      1.284848e-07\n",
       "6      6.130303e-07\n",
       "7      2.028306e-04\n",
       "8      3.621212e-06\n",
       "9      6.293939e-07\n",
       "10     0.000000e+00\n",
       "11     4.117879e-06\n",
       "12     2.185758e-06\n",
       "13     2.072727e-07\n",
       "14     2.764545e-06\n",
       "15     1.278788e-06\n",
       "16     8.430303e-07\n",
       "17     1.272727e-07\n",
       "18     0.000000e+00\n",
       "19     4.587879e-07\n",
       "20     0.000000e+00\n",
       "21     6.675758e-07\n",
       "22     1.456061e-06\n",
       "23     6.924242e-07\n",
       "24     7.827273e-07\n",
       "25     1.289394e-06\n",
       "26     1.841818e-06\n",
       "27     2.346061e-06\n",
       "28     1.497485e-05\n",
       "29     0.000000e+00\n",
       "30     0.000000e+00\n",
       "           ...     \n",
       "219    3.611724e-04\n",
       "220    1.740394e-05\n",
       "221    4.107667e-05\n",
       "222    0.000000e+00\n",
       "223    1.433333e-07\n",
       "224    9.215152e-07\n",
       "225    1.087909e-05\n",
       "226    8.176970e-06\n",
       "227    1.245455e-07\n",
       "228    2.634848e-06\n",
       "229    1.078485e-06\n",
       "230    5.924242e-07\n",
       "231    1.645455e-06\n",
       "232    2.366667e-07\n",
       "233    1.276894e-04\n",
       "234    4.742424e-07\n",
       "235    2.701515e-06\n",
       "236    2.969121e-05\n",
       "237    1.051515e-07\n",
       "238    9.242424e-08\n",
       "239    4.233425e-02\n",
       "240    5.675758e-06\n",
       "241    8.660909e-06\n",
       "242    7.684242e-06\n",
       "243    2.990697e-05\n",
       "244    1.480965e-02\n",
       "245    7.509697e-06\n",
       "246    1.604177e-03\n",
       "247    5.014245e-04\n",
       "248    3.794788e-05\n",
       "Length: 248, dtype: float64"
      ]
     },
     "execution_count": 107,
     "metadata": {},
     "output_type": "execute_result"
    }
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   "source": [
    "Table.iloc[:, 1:].mean(axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "Table_meansorted = Table.reindex(Table.iloc[:, 1:].mean(axis=1).sort_values(ascending=False).index)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "183    0.005700\n",
       "92     0.005522\n",
       "147    0.004747\n",
       "dtype: float64"
      ]
     },
     "execution_count": 125,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Table.iloc[:, 1:].mean(axis=1).sort_values(ascending=False).iloc[:20]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_axis = Table_meansorted.columns[1:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['AM-F10-T1', 'AM-F10-T2', 'DA-AD-1', 'DA-AD-2', 'DA-AD-3', 'DA-AD-4',\n",
       "       'ES-AD-1', 'ES-AD-2', 'ES-AD-3', 'ES-AD-4', 'FR-AD-1', 'FR-AD-2',\n",
       "       'FR-AD-3', 'FR-AD-4', 'FR-AD-5', 'FR-AD-6', 'FR-AD-7', 'FR-AD-8',\n",
       "       'IT-AD-1', 'IT-AD-2', 'IT-AD-3', 'IT-AD-4', 'IT-AD-5', 'IT-AD-6',\n",
       "       'JP-AD-1', 'JP-AD-2', 'JP-AD-3', 'JP-AD-4', 'JP-AD-5', 'JP-AD-6',\n",
       "       'JP-AD-7', 'JP-AD-8', 'JP-AD-9'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x_axis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "fig_size = plt.rcParams[\"figure.figsize\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[6.0, 4.0]\n"
     ]
    }
   ],
   "source": [
    "print(fig_size)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "fig_size[0] = 15.0\n",
    "fig_size[1] = 10.0\n",
    "plt.rcParams[\"figure.figsize\"] = fig_size"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "genuslist = Table_meansorted.iloc[:20, 0].tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Bacteroides',\n",
       " 'Faecalibacterium',\n",
       " 'Prevotella',\n",
       " 'Bifidobacterium',\n",
       " 'Lachnospiraceae',\n",
       " 'Roseburia',\n",
       " 'Alistipes',\n",
       " 'Collinsella',\n",
       " 'Blautia',\n",
       " 'Ruminococcus',\n",
       " 'Akkermansia',\n",
       " 'Parabacteroides',\n",
       " 'Coprococcus',\n",
       " 'Ruminococcaceae',\n",
       " 'Eubacterium',\n",
       " 'Mitsuokella',\n",
       " 'Dorea',\n",
       " 'Anaerostipes',\n",
       " 'Klebsiella',\n",
       " 'Acidaminococcus']"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "genuslist"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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l/fr1rF27lr/+9a/MmzePsrIyhgwZgl6vv277kZGRvPzyy+h0Opo1a8aqVauuS/P+++/z0ksv8f777zNw4EDl84CAAI4ePaoMFFq0aMGaNWs4fvw4U6dOVSIIH3300d3YdQ8No9GIXq9n3bp1DB8+nD179qDX61GpVCxcuJDHH3+cVatW8e6772JjY0OLFi1YvXo1bdu2JTo6mqFDhyrT++bNm6dMs7p69Srdu3ensrJSif6Fh4fTr18/3Nzc8Pf3txjNq8lSWxWWxcTEMG3atFqfDRw4kI8++ohnnnmGxx57jK+++oo+ffqwcuVKJY2XlxeLFi0iODiYb7/9tt7HeX088sgjhIeHo9VqcXBwwGQy3XSd2NhY1qxZg42NDY8//vh1EXxpGw3nySef5PXXX79hmprngXXr1jFmzBiKi4sxm828+eabPPLIIwwcOJDVq1djMBgwmUxKf+Di4sLo0aNxc3MD4NVXX8VoNCqRuubNm7NlyxZ69+5N8+bNefXVV8nLy8PFxQWz2Uzbtm2Jj4+3WLa33nqLUaNGsXjx4lrR38ZAdaOw6P3I1dXVvH///ntdDCGEuOuOHj3Ks88+e6+LIYQQQoh7qK7rAZVKlWE2m11vtq5M4xRCCCGEEEKIRkgGe0IIIYQQQgjRCMlgTwghhBBCCCEaIRnsCSGEEEIIIUQjJIM9IYQQQgghhGiEZLAnhBBCCCGEEI2QDPaEEEJYpFarMRgMyr/q3zS6m6Kjo5kwYQIAUVFRrF69GgBfX18a4qd3lixZwuXLl295vdmzZ5OYmHjH229M4uLiUKlUZGdnA5CXl4dGowFg//79TJo0yeK6eXl5yg8g1ye9+GNVH/sajYawsLDbOmbqcq+PY0ssHd8pKSmEhIQ02HYam+p20rVrV/R6PYsXL6aysvJeF0vUID+qLoQQD4rI1g2cX/FNkzRt2pTMzMyG3e4tGDduXIPnuWTJEoYPH06zZs3qvU5FRQVz585t8LI0hNPTdjZofk8u6FnvtDExMXh5ebFu3ToiIyNrLXN1dcXV1fJPQFUP9l566aV6pX+o3eNjf9iwYURFRTF58uR6ZV9RUYFarb6jIt7M7R7Hlsp1vx7ft+Je9AU128kvv/zCSy+9RHFxMX/729/qtY3y8nKsrWU4cjdJZE+IP1pk64b7J8Q9kJeXR8+ePXFxccHFxYXdu3cry959911MJhM6nY45c+Yon69evRqdToder2fEiBEAfPXVV3Tv3h2j0chzzz3H+fPnr9tWZGQkixYtUv5es2YNnp6eaDQa0tPTAUhPT8fT0xOj0Yinpyc//vgjUHVhN2XKFLRaLTqdjg8++IClS5dy9uxZ/Pz88PPzAyAhIQEPDw9cXFwICwujpKQEAAcHB+bOnYuXlxdffvklo0ePZv369cqygoICoCoi5evrq5R31KhRBAQE4ODgwMaNG3nrrbfQarUEBQVRVlbWIHVwPygpKSEtLY1PPvmEdevWXbe8ZkRkx44dSnTYaDRy8eJFpk2bxs6dOzEYDLz33nu10kdGRjJixAh69eqFk5MTK1asUPKtq41dunSJ4OBg9Ho9Go2G2NjYP2APPDx69uzJ8ePHAejfvz/dunWja9euLF++XEnTokULZs+eTffu3dmzZw9z587FZDKh0WgYO3YsZrNZSXsvj+PMzEzc3d3R6XS88MIL/PrrrwC1ju+vv/4aZ2dnvLy82Lhxo1LuS5cu8corr2AymTAajWzatAmAH374ATc3NwwGAzqdjpycnLtSD/e7du3asXz5cj788EPMZjOlpaW8/PLLaLVajEYjycnJQNXsjbCwMPr27UtAQABg+dxhqb2J+pOhtBBCCIuuXLmCwWAAwNHRkbi4ONq1a8e3336Lra0tOTk5DB06lP3795OQkEBOTg7p6emYzWZCQ0NJTU3l0UcfZf78+aSlpWFvb09RUREAXl5e7N27F5VKxccff8zChQv517/+dcPyXLp0id27d5Oamsorr7xCVlYWzs7OpKamYm1tTWJiIjNmzGDDhg0sX76cEydOcPDgQaytrSkqKsLOzo7FixeTnJyMvb09BQUFzJs3j8TERJo3b84///lPFi9ezOzZswGwtbVl165dQNUFYH3k5uaSnJzMkSNH8PDwYMOGDSxcuJAXXniBrVu30r9//9utjvtKfHw8QUFBdOrUCTs7Ow4cOICdnV2daRctWsSyZcvo0aMHJSUl2NrasmDBAhYtWsSWLVuAqsFhTYcPH2bv3r1cunQJo9FIcHAwWVlZdbax/Px8OnTowNatWwEoLr555ErUT3l5Of/+978JCgoCYOXKldjZ2XHlyhVMJhMDBw7k0Ucf5dKlS2g0GiVC1qVLF+U4GjFiBFu2bKFv377AvT2OqweMPj4+zJ49m7/97W8sWbJE+b6lpaWEh4eTlJTEX/7yFwYPHqwsmz9/Pr169WLlypVcuHABNzc3nnvuOaKionj99dcZNmwY165do6Ki4u5XzH2qY8eOVFZW8ssvv7BmzRoAvv/+e7KzswkICODYsWMA7Nmzh8OHD2NnZ2fx3OHt7W2xvYn6k8GeEEIIi+qaxllWVsaECRPIzMxErVYrJ++EhAQSEhIwGo1AVeQnJyeHQ4cOMWjQIOzt7QGUAcHp06cZPHgw586d49q1azg6Ot60PEOHDgXA29ub3377jQsXLnDx4kVGjRpFTk4OKpVKiZ4lJiYybtw4ZYpQXQORvXv3cuTIEXr06AHAtWvX8PDwUJbXvNCrrz59+mBjY4NWq6WiokK5SNZqtX/IM49/lJiYGN544w0AhgwZQkxMDP/1X/9VZ9oePXowefJkhg0bxoABA3jyySdvmn+/fv1o2rQpTZs2xc/Pj/T0dHbt2lVnG+vZsydTpkwhIiKCkJAQevas/1RUUbeaN3p69uzJmDFjAFi6dClxcXEAnDp1ipycHB599FHUajUDBw5U1k9OTmbhwoVcvnyZoqIiunbtqgz27tVxXFxczIULF/Dx8QFg1KhRhIWF1corOzsbR0dHnJycABg+fLgSUUpISGDz5s3KbIPS0lJ+/vlnPDw8mD9/PqdPn2bAgAHKug+r6ijurl27mDhxIgDOzs48/fTTyvmid+/eSl1aOnd4e3tbbG+i/mSwJ4QQ4pa89957PPbYYxw6dIjKykpsbW2BqhP89OnTee2112qlX7p0KSqV6rp8Jk6cyOTJkwkNDSUlJeW6Z77q8vt8VCoVs2bNws/Pj7i4OPLy8pQplWazuc7t1mQ2m+nduzcxMTF1Lm/evHmdn1tbWysvISgtLa21rEmTJgBYWVlhY2OjlMHKyory8vIbf8EHRGFhIUlJSWRlZaFSqaioqEClUjF+/Pg600+bNo3g4GC2bduGu7t7vV50U1ddW2pjABkZGWzbto3p06cTEBCgRHXE7anrRk9KSgqJiYns2bOHZs2a4evrq7R/W1tb5Xm40tJSxo8fz/79+3nqqaeIjIysdZzcL8exJZa2Zzab2bBhA507d671+bPPPkv37t3ZunUrgYGBfPzxx/Tq1euWttlY/PTTT6jVatq1a1dr6u7v1awTS8f1jdqbqD95Zk8IIcQtKS4upn379lhZWfHZZ58pU5YCAwNZuXKl8qzMmTNn+OWXX/D39+eLL76gsLAQQJnGWVxczBNPPAHAqlWr6rXt6mexdu3aRevWrWndunWtfKKjo5W0AQEBREVFKQOs6u22bNmSixcvAuDu7k5aWpryPNLly5eVO8834uDgQEZGBgAbNmyoV9kbk/Xr1zNy5EhOnjxJXl4ep06dwtHRkdOnT9eZPjc3F61WS0REBK6urmRnZ9eqh7ps2rSJ0tJSCgsLSUlJwWQyWWxjZ8+epVmzZgwfPpwpU6Zw4MCBu/K9H3bFxcW0adOGZs2akZ2dzd69e+tMV31Bbm9vT0lJifIsXLV7dRy3bt2aNm3asHNn1YtMPvvsMyXKV83Z2ZkTJ06Qm5sLUGsAGRgYyAcffKAMYg4ePAhUDXA6duzIpEmTCA0N5fDhw5Z3YiOWn5/PuHHjmDBhAiqVCm9vb9auXQvAsWPH+Pnnn68bKIPlc0d925u4MYnsCSGEuCXjx49n4MCBfPnll/j5+Sl3aAMCAjh69KgyfapFixasWbOGrl27MnPmTHx8fFCr1RiNRqKjo4mMjCQsLIwnnngCd3d3Tpw4cdNtt2nTBk9PT3777TdWrlwJwFtvvcWoUaNYvHhxrbvpr776KseOHUOn02FjY0N4eDgTJkxg7Nix9OnTh/bt25OcnEx0dDRDhw7l6tWrAMybN49OnTrdsBxz5sxhzJgx/P3vf6d79+63tR8fZDExMUybNq3WZwMHDuTvf/97nemXLFlCcnIyarWaLl260KdPH6ysrLC2tkav1zN69GhlClc1Nzc3goOD+fnnn5k1axYdOnSgQ4cOdbax48ePM3XqVCWa+tFHH92dL/6QCwoKIioqCp1OR+fOnXF3d68z3SOPPEJ4eDharRYHBwdMJlOt5ffyOF61ahXjxo3j8uXLdOzYkU8//bTWcltbW5YvX05wcDD29vZ4eXmRlZUFwKxZs3jjjTfQ6XSYzWYcHBzYsmULsbGxrFmzBhsbGx5//PGHKqpcPd23rKwMa2trRowYoby1dfz48YwbNw6tVou1tTXR0dHKzIeaLJ076tvexI2pbhRivR+5urqaG+L3WYS4ZxryLZr1eH22eHAdPXqUZ5999l4XQ4g/XGRkJC1atGDKlCn3uihCCHHP1XU9oFKpMsxm801/r0amcQohhBBCCCFEIyTTOIUQQghxX6nPy3qEEELcnET2hBBCCCGEEKIRksGeEEIIIYQQQjRCMtgTQgghhBBCiEZIBntCCCGEEEII0QjJYE8IIYRFarUag8GARqMhLCyMy5cv39XtWfqdtt9zcHCgoKAAqPpNJvHH+89//sOQIUN45pln6NKlC88//7zFH6TPy8tDo9EAkJKSQkhICACbN29mwYIFDVouX19fqn+iqWY7EbfmVupXPNzi4uJQqVRkZ2ff66LUkpeXx+eff678vX//fiZNmnQPS3RvyNs4hRDiAaFdpW3Q/L4f9f1N0zRt2pTMzEwAhg0bRlRUlPKDuQBmsxmz2YyVVcPcO/z73//OjBkzGiSvh0VDv7myPvmZzWZeeOEFRo0axbp16wDIzMzk/PnzN/1B+ppCQ0MJDQ293aI+NP7oY7+h6vf3KioqUKvVt72+uLF70RcAxMTE4OXlxbp16+7qm3TLy8uxtq7/0KV6sPfSSy8B4OrqiqvrTX+WrtGRyJ4QQoh66dmzJ8ePHycvL49nn32W8ePH4+LiwqlTp0hISMDDwwMXFxfCwsIoKSnh3//+Ny+++KKyfkpKCn379gWqLg60Wi0ajYaIiAgApk2bxpUrVzAYDAwbNgyANWvW4ObmhsFg4LXXXqOiosJi+UpKSvD398fFxQWtVsumTZvu4t54uCUnJ2NjY8O4ceOUzwwGA15eXkydOhWNRoNWqyU2NvaG+URHRzNhwgQARo8ezaRJk/D09KRjx46sX78egHPnzuHt7a1EmHfu3AlQZ5u7kf79+9OtWze6du3K8uXL7+TrN3q3Wr8pKSl4e3vzwgsv0KVLF8aNG0dlZSVQFXmfPXs23bt3Z8+ePWzfvh2j0YhWq+WVV17h6tWrAOzbtw9PT0/0ej1ubm5cvHiR0tJSXn75ZbRaLUajkeTkZKBq0DhlyhS0Wi06nY4PPvjAYh412xhASEgIKSkpVFRUMHr0aOW7vPfee3/Ivm1sSkpKSEtL45NPPlFuDKSkpODr68ugQYNwdnZm2LBhmM1mAObOnYvJZEKj0TB27Fjl89zcXIKCgujWrRs9e/ZUooSjR49m8uTJ+Pn5ERERQVFREf3790en0+Hu7s7hw4cB2LFjBwaDAYPBgNFo5OLFi0ybNo2dO3diMBh47733as0qiIyMZMSIEfTq1QsnJydWrFihfKd3330Xk8mETqdjzpw5AFy6dIng4GD0ej0ajeamfdv9RCJ7Qgghbqq8vJx///vfBAUFAfDjjz/y6aef8j//8z8UFBQwb948EhMTad68Of/85z9ZvHgxM2bM4LXXXuPSpUs0b96c2NhYBg91+dmPAAAgAElEQVQezNmzZ4mIiCAjI4M2bdoQEBBAfHw8CxYs4MMPP1QiiUePHiU2Npa0tDRsbGwYP348a9euZeTIkXWW0dbWlri4OFq1akVBQQHu7u6EhoaiUqn+sP30sMjKyqJbt27Xfb5x40YyMzM5dOgQBQUFmEwmvL29653vuXPn2LVrF9nZ2YSGhjJo0CA+//xzAgMDmTlzJhUVFVy+fNlim5s9e7bFvFeuXImdnR1XrlzBZDIxcOBAHn300dv6/o3d7dRveno6R44c4emnnyYoKIiNGzcyaNAgLl26hEajYe7cuZSWluLk5MT27dvp1KkTI0eO5KOPPmL8+PEMHjyY2NhYTCYTv/32G02bNuX9998H4Pvvvyc7O5uAgACOHTvGp59+yokTJzh48CDW1tYUFRVx7dq1OvOwJDMzkzNnzpCVlQXAhQsX7sKebPzi4+MJCgqiU6dO2NnZceDAAQAOHjzIDz/8QIcOHejRowdpaWl4eXkxYcIE5TgdMWIEW7ZsoW/fvowdO5aoqCicnJz47rvvGD9+PElJSQAcO3aMxMRE1Go1EydOxGg0Eh8fT1JSEiNHjiQzM5NFixaxbNkyevToQUlJCba2tixYsIBFixaxZcsWoGoQWtPhw4fZu3cvly5dwmg0EhwcTFZWFjk5OaSnp2M2mwkNDSU1NZX8/Hw6dOjA1q1bASguLv6D9vCdk8ieEEIIi6ojba6urvz5z39mzJgxADz99NO4u7sDsHfvXo4cOUKPHj0wGAysWrWKkydPYm1tTVBQEF999RXl5eVs3bqVfv36sW/fPnx9fWnbti3W1tYMGzaM1NTU67a9fft2MjIyMJlMGAwGtm/fzk8//WSxrGazmRkzZqDT6Xjuuec4c+YM58+fvzs7RtRp165dDB06FLVazWOPPYaPjw/79u2r9/r9+/fHysqKLl26KHVnMpn49NNPiYyM5Pvvv6dly5YW29yNLF26FL1ej7u7O6dOnSInJ+eOvuvD6Eb16+bmRseOHVGr1QwdOpRdu3YBVc/9Dhw4EKi6SeTo6KhMBR01ahSpqan8+OOPtG/fHpPJBECrVq2wtrZm165djBgxAgBnZ2eefvpp5cJ/3LhxypQ+Ozs7i3lY0rFjR3766ScmTpzI119/TatWre7CHmv8YmJiGDJkCABDhgwhJiYGqGoPTz75JFZWVhgMBvLy8oCqqHH37t3RarUkJSXxww8/UFJSwu7duwkLC1NmcZw7d07ZRlhYmDL9t2ab6NWrF4WFhRQXF9OjRw8mT57M0qVLuXDhQr2me/br14+mTZtib2+Pn58f6enpJCQkkJCQgNFoxMXFhezsbHJyctBqtSQmJhIREcHOnTtp3bp1Q+7Gu0oie0IIISyq+cxeTc2bN1f+bzab6d27t3KSr2nw4MEsW7YMOzs7TCYTLVu2VKbt3IzZbGbUqFH84x//qFf6tWvXkp+fT0ZGBjY2Njg4OFBaWlqvdcWt6dq1qzLNsqb61q0lTZo0uS4vb29vUlNT2bp1KyNGjGDq1Km0adPGYpurS0pKComJiezZs4dmzZrh6+srbeMGbqd+fx9Br/7b1tZWuVC3tL7ZbK4zAn8r6S3lYW1trUwpBZR6b9OmDYcOHeKbb75h2bJlfPHFF6xcudLS1xN1KCwsJCkpiaysLFQqFRUVFahUKp5//vlax7Jaraa8vJzS0lLGjx/P/v37eeqpp4iMjKS0tJTKykoeeeSROs81cP355vdUKhXTpk0jODiYbdu24e7uTmJi4k3LX1ebNZvNTJ8+nddee+269BkZGWzbto3p06cTEBBww5kE9xOJ7AkhhLgj7u7upKWlcfz4cQAuX76svLXP19eXAwcOsGLFCgYPHgxA9+7d2bFjBwUFBVRUVBATE4OPjw8ANjY2lJWVAeDv78/69ev55ZdfACgqKrph9Ka4uJh27dphY2NDcnLyTSM94vb16tWLq1ev1nrOZd++fbRp04bY2FgqKirIz88nNTUVNze3O9rWyZMnadeuHeHh4YwZM4YDBw7csM3Vpbi4mDZt2tCsWTOys7PZu3fvHZWpsbud+k1PT+fEiRNUVlYSGxuLl5fXdfk6OzuTl5en1Ntnn32Gj48Pzs7OnD17VokSXrx4kfLycry9vVm7di1QNZXv559/pnPnzgQEBBAVFUV5eTlQ1TdYysPBwYHMzEwqKys5deoU6enpABQUFFBZWcnAgQN55513lOmHov7Wr1/PyJEjOXnyJHl5eZw6dQpHR0clqvt71QNte3t7SkpKlBsKrVq1wtHRkS+//BKoGtAdOnSozjxqtomUlBTs7e1p1aoVubm5aLVaIiIicHV1JTs7m5YtW3Lx4kWL5d+0aROlpaUUFhaSkpKCyWQiMDCQlStXKs8Anzlzhl9++YWzZ8/SrFkzhg8fzpQpUx6o9iKRPSGEEHekbdu2REdHM3ToUOVlC/PmzaNTp06o1WpCQkKIjo5m1apVALRv355//OMf+Pn5YTabef755+nXrx8AY8eORafT4eLiwtq1a5k3bx4BAQFUVlZiY2PDsmXLePrpp+ssx7Bhw+jbty+urq4YDAacnZ3/mB3wEFKpVMTFxfHGG2+wYMECbG1tcXBwYMmSJZSUlKDX61GpVCxcuJDHH39cmcJ1O1JSUnj33XexsbGhRYsWrF69+oZtri5BQUFERUWh0+no3LmzMgVZ1O1W6zc7OxsPDw+mTZvG999/r7ys5fdsbW359NNPCQsLo7y8HJPJxLhx4/jTn/5EbGwsEydO5MqVKzRt2pTExETGjx/PuHHj0Gq1WFtbEx0dTZMmTXj11Vc5duwYOp0OGxsbwsPDmTBhQp159OjRA0dHR+WFUC4uLkDVRfzLL7+sRP3qO4NA/J+YmBimTZtW67OBAwfy0Ucf8cwzz1yX/pFHHiE8PBytVouDg4My5RaqZmb89a9/Zd68eZSVlTFkyBD0ev11eURGRvLyyy+j0+lo1qyZcl5ZsmQJycnJqNVqunTpQp8+fbCyssLa2hq9Xs/o0aMxGo218nJzcyM4OJiff/6ZWbNm0aFDBzp06MDRo0fx8PAAql4wtGbNGo4fP87UqVOxsrLCxsaGjz766I733x9FdadTLv5orq6u5urfzxHigRTZgPO8Ix+cB4TFrTt69CjPPvvsvS6GEELcUEpKSq0XYQhxv4uMjKRFixZMmTLlXhelXuq6HlCpVBlms/mmvyUh0ziFEEIIIYQQohGSaZxCCCGEEOK2+fr64uvre6+LIUS93c0ff7/fSGRPCCGEEEIIIRohGewJIYQQQgghRCMkgz0hhBBCCCGEaIRksCeEEEIIIYQQjZAM9oQQQlikVqsxGAzo9XpcXFzYvXs3AGfPnmXQoEFKuqFDh6LT6XjvvfeYPXs2iYmJ1+WVkpJCSEjIDbcXGRnJokWL7rjc8fHxHDly5JbX27x5MwsWLLjj7Td2ltpFXl4eGo3mtvNdsmQJly9fVv5+/vnnuXDhwh2XV9y66jrWaDT07du3werh932HeLC1aNFC+f+2bdtwcnLi559/rldfPnr0aOWH1evD09Oz3uW5076oMZG3cQohxAPiqHPD/ubes9lHb5qmadOmZGZmAvDNN98wffp0duzYQYcOHZST9H/+8x92797NyZMnG7R8dyI+Pp6QkBC6dOlS73XKy8sJDQ0lNDT0Lpas4W1Puv7Hi++Ef6/cm6ax1C7u1JIlSxg+fDjNmjUDqi4exb0/9keNGsWyZcuYOXPmHW+7Zt8hGta96AuUbW/fzsSJE0lISODPf/5zg5ajWvVNJXFrJLInxB/MofTzBvsnxB/pt99+o02bNkDtu6YBAQH88ssvGAwGdu7cWetu7ddff42zszNeXl5s3LhRyauoqIj+/fuj0+lwd3fn8OHDyrJDhw7Rq1cvnJycWLFiBQAlJSX4+/vj4uKCVqtl06ZNSvrVq1ej0+nQ6/WMGDGC3bt3s3nzZqZOnYrBYCA3N5fc3FyCgoLo1q0bPXv2JDs7G6i6szx58mT8/PyIiIggOjqaCRMmKMtqXpRW3zFOSUnBx8eHF198kU6dOjFt2jTWrl2Lm5sbWq2W3Nz6XyA1BjXbRU15eXn07NkTFxeXWtG/30d4J0yYQHR0NEuXLuXs2bP4+fnh5+cHgIODAwUFBQD079+fbt260bVrV5YvX/4HfDNRzcPDgzNnzgCW6w+q6mvGjBl4eHjg6urKgQMHCAwM5JlnniEqKgqo3XdER0czYMAAgoKCcHJy4q233lLyjYmJQavVotFoiIiIUD7/+uuvcXFxQa/X4+/vD1juT0pKSnj55ZfRarXodDo2bNhgMY/09HQ8PT0xGo14enry448/AlBRUcGUKVOUPD744AMAMjIy8PHxoVu3bgQGBnLu3DkAVqxYgclkQq/XM3DgQCVSnZ+fz8CBAzGZTJhMJtLS0hqqeu65nTt3Eh4eztatW3nmmesHnJb6X4DExER69uxJp06d2LJlCwA//PADbm5uGAwGdDodOTk5QO0o4rvvvovJZEKn0zFnzpwbls9SX/SwkMieEEIIi65cuYLBYKC0tJRz586RlJR0XZrNmzcTEhKiRAE++eQTAEpLSwkPDycpKYm//OUvDB48WFlnzpw5GI1G4uPjSUpKYuTIkcr6hw8fZu/evVy6dAmj0UhwcDDt2rUjLi6OVq1aUVBQgLu7O6GhoRw5coT58+eTlpaGvb09RUVF2NnZERoaSkhIiDJdzN/fn6ioKJycnPjuu+8YP3688l2OHTtGYmIiarVauWi9mUOHDnH06FHs7Ozo2LEjr776Kunp6bz//vt88MEHLFmy5Lb3+YOgPu2iXbt2fPvtt9ja2pKTk8PQoUPZv3+/xTwnTZrE4sWLSU5Oxt7e/rrlK1euxM7OjitXrmAymRg4cCCPPvpog34vcb2Kigq2b9/OmDFj6pX+qaeeYs+ePbz55puMHj2atLQ0SktL6dq1K+PGjbsufWZmJgcPHqRJkyZ07tyZiRMnolariYiIICMjgzZt2hAQEEB8fDw9evQgPDyc1NRUHB0dKSoqAiz3J++88w6tW7fm+++/B+DXX38lPz+/zjycnZ1JTU3F2tqaxMREZsyYwYYNG1i+fDknTpzg4MGDWFtbU1RURFlZGRMnTmTTpk20bduW2NhYZs6cycqVKxkwYADh4eEAvP3223zyySdMnDiR119/nTfffBMvLy9+/vlnAgMDOXr05hHW+93Vq1fp168fKSkpODs715lm7NixFvvfvLw8duzYQW5uLn5+fhw/fpyoqChef/11hg0bxrVr16ioqKiVX0JCAjk5OaSnp2M2mwkNDSU1NRVvb+86t3+rfVFjI4M9IYQQFtWcyrVnzx5GjhxJVlZWvdbNzs7G0dERJycnAIYPH65EZHbt2qXcZe/VqxeFhYUUFxcD0K9fP5o2bUrTpk3x8/MjPT2d4OBgZsyYQWpqKlZWVpw5c4bz58+TlJTEoEGDlMGBnZ3ddeUoKSlh9+7dhIWFKZ9dvXpV+X9YWBhqtfqW9ovJZKJ9+/YAPPPMMwQEBACg1WpJTk6+pbweRPVpF2VlZUyYMIHMzEzUajXHjh27o20uXbqUuLg4AE6dOkVOTo4M9u6i6gF9Xl4e3bp1o3fv3vVar3oatFarpaSkhJYtW9KyZUtsbW3rfO7P39+f1q1bA9ClSxdOnjxJYWEhvr6+tG3bFoBhw4aRmpqKWq3G29sbR0dH4P+Od0v9SWJiIuvWrVO21aZNG7766qs68yguLmbUqFHk5OSgUqkoKysDqiJP48aNw9raWkmflZVFVlaWsk8qKiqU/iArK4u3336bCxcuUFJSQmBgoJJPzeeIf/vtNy5evEjLli3rtV/vVzY2Nnh6evLJJ5/w/vvvX7f8Zv3viy++iJWVFU5OTnTs2JHs7Gw8PDyYP38+p0+fZsCAAco5pFpCQgIJCQkYjUZlGzk5ORYHew3dFz1oZLAnhBCiXjw8PCgoKCA/P7/e66hUqjo/N5vNFtP+fh2VSsXatWvJz88nIyMDGxsbHBwcKC0txWw2W9xGtcrKSh555BFlcPJ7zZs3r/Nza2trKisrlfJeu3ZNWdakSRPl/1ZWVsrfVlZWlJeX37A8jY2ldvHee+/x2GOPcejQISorK7G1tQVq71eoigDfTEpKComJiezZs4dmzZrh6+tbr/XE7ase0BcXFxMSEsKyZcuYNGnSTeuv5rHw++OkrmOjZhq1Wk15eXmd/QNg8Xi31J/Uld5SHrNmzcLPz4+4uDjy8vLw9fW1mN5sNtO1a1f27NlzXT6jR48mPj4evV5PdHQ0KSkpQFU/tGfPHpo2bVrnd3tQWVlZ8cUXX/Dcc8/x97//nRkzZtRafrP+t67+/qWXXqJ79+5s3bqVwMBAPv74Y3r16qWkMZvNTJ8+nddee61eZbTUFz0s5Jk9IYQQ9ZKdnU1FRUW9oynOzs6cOHFCeYYtJiZGWebt7c3atWuBqgt5e3t7WrVqBcCmTZsoLS2lsLCQlJQUTCYTxcXFtGvXDhsbG5KTk5WXwfj7+/PFF19QWFgIoEzJatmyJRcvXgSgVatWODo68uWXXwJVFwqHDh26afkdHBzIyMhQylR9p1/UZqldFBcX0759e6ysrPjss8+UqVhPP/00R44c4erVqxQXF7N9+3ZlnZr19vu82rRpQ7NmzcjOzmbv3r1390sJRevWrVm6dCmLFi2irKzshvXXULp3786OHTsoKCigoqKCmJgYfHx88PDwYMeOHZw4cQL4v+PdUn8SEBDAhx9+qOT766+/WsyjuLiYJ554AqDWdO6AgACioqKUgWpRURGdO3cmPz9fGeyVlZXxww8/AHDx4kXat29PWVmZUqbqfGqWxdLg50HUrFkztmzZwtq1a5Vp/NVu1v9++eWXVFZWkpuby08//UTnzp356aef6NixI5MmTSI0NLTWM90AgYGBrFy5kpKSEgDOnDnDL7/8YrF8lvqih4UM9oQQQlhUPZXLYDAwePBgVq1aVe8pj7a2tixfvpzg4GC8vLx4+umnlWWRkZHs378fnU7HtGnTWLVqlbLMzc2N4OBg3N3dmTVrFh06dGDYsGHs378fV1dX1q5dqzwb0rVrV2bOnImPjw96vZ7JkycDMGTIEN59912MRiO5ubnKRYher6dr1661XvBiSXh4ODt27MDNzY3vvvvOYgTwYVSfdjF+/HhWrVqFu7s7x44dU/bfU089xYsvvohOp2PYsGHKVCyoeranT58+ygtaqgUFBVFeXo5Op2PWrFm4u7vf/S8pFEajEb1ez7p1625Yfw2lffv2/OMf/8DPz0/5eY9+/frRtm1bli9fzoABA9Dr9cpzwJb6k7fffptff/0VjUaDXq8nOTnZYh5vvfUW06dPp0ePHrUGA6+++ip//vOflZdAff755/zpT39i/fr1REREoNfrMRgMyks/3nnnHbp3707v3r1rPcO2dOlSpYxdunRRXljTWNjZ2fH1118zb9686/rXG/W/nTt3xsfHhz59+hAVFYWtrS2xsbFoNBoMBgPZ2dmMHDmyVn4BAQG89NJLeHh4oNVqGTRoUJ03iapZ6oseFipLofL7laurq/lheqhSND4O07Y2WF55C4IbLC9x/zl69CjPPtuwr1wXQgghxIOlrusBlUqVYTabXW+2rkT2hBBCCCGEEKIRksGeEEIIIYQQQjRCMtgTQgghhBBCiEZIBntCCCGEEEII0QjJYE8IIYQQQgghGiEZ7AkhhBBCCCFEIySDPSGEEBa1aNHivsjjdsyePZvExMR7su3GTq1WYzAY0Gg09O3blwsXLjRIvmfPnmXQoEENkpe4M9V1XP1vwYIFN0wfGRnJokWL7ni78fHxHDly5JbX27x5803LKO6OuLg4VCoV2dnZN0xnqU9OSUkhJCSkQcoi/f71rO91AYQQQtTPsnFJDZrff0X1atD87jdz586t8/OKiop6/zD8g+Dx5MwGze8/foabpmnatCmZmVXbHTVqFMuWLWPmzJl3vO0OHTqwfv36O86nsbkXx37NOv4jxcfHExISQpcuXeq9Tnl5OaGhoYSGht7Fkt3/7kVfABATE4OXlxfr1q0jMjLSYjpLfXJD+iO28aCRyJ4QQohb8tVXX9G9e3eMRiPPPfcc58+fB6CkpISXX34ZrVaLTqdjw4YNyjozZ85Er9fj7u6upB89ejSTJk3C09OTjh07Khf5ZrOZqVOnotFo0Gq1xMbGAnDu3Dm8vb2ViNLOnTuBqsjhf//3f+Pi4oK/vz/5+flK/tV5Ojg4MHfuXLy8vPjyyy9ZsWIFJpMJvV7PwIEDuXz5MgDnz5/nhRdeQK/Xo9fr2b17NwBr1qzBzc0Ng8HAa6+9RkVFBQB//etfcXV1pWvXrsyZM0f5vhkZGfj4+NCtWzcCAwM5d+7c3amM+4CHhwdnzpwBrr9DP2HCBKKjo4GqOpgxYwYeHh64urpy4MABAgMDeeaZZ4iKigIgLy8PjUYDQHR0NAMGDCAoKAgnJyfeeustJd+YmBi0Wi0ajYaIiAjl86+//hoXFxf0ej3+/v4AFBUV0b9/f3Q6He7u7hw+fBiw3F7ryuP3USuNRkNeXh6XLl0iODgYvV6PRqNR2mpj5uDgQEFBAQD79+/H19dXWXbo0CF69eqFk5MTK1asAKr2s7+/Py4uLmi1WjZt2qSkX716NTqdDr1ez4gRI9i9ezebN29m6tSpGAwGcnNzyc3NJSgoiG7dutGzZ08lejR69GgmT56Mn58fERERREdHM2HCBGVZzZsG1bMLUlJS8PHx4cUXX6RTp05MmzaNtWvX4ubmhlarJTc3967uu8aopKSEtLQ0PvnkE9atW6d8vnDhQrRaLXq9nmnTpgG16+Xrr7/G2dkZLy8vNm7cqKyXnp6Op6cnRqMRT09PfvzxR6CqP+jfvz99+/bF0dGRDz/8kMWLF2M0GnF3d6eoqOi6bTg4ODBnzhyl7VW3nVvtE26lv7GUR80ZLuvXr2f06NEAfPnll2g0GvR6Pd7e3g1RJdeRyJ4QQohb4uXlxd69e1GpVHz88ccsXLiQf/3rX7zzzju0bt2a77//HoBff/0VgEuXLuHu7s78+fN56623WLFiBW+//TZQNYDbtWsX2dnZhIaGMmjQIDZu3EhmZiaHDh2ioKAAk8mEt7c3n3/+OYGBgcycOZOKigplgHbp0iVcXFz417/+xdy5c/nb3/7Ghx9+eF25bW1t2bVrFwCFhYWEh4cD8Pbbb/PJJ58wceJEJk2ahI+PD3FxcVRUVFBSUsLRo0eJjY0lLS0NGxsbxo8fz9q1axk5ciTz58/Hzs6OiooK/P39OXz4MM8++ywTJ05k06ZNtG3bltjYWGbOnMnKlSvvet380SoqKti+fTtjxoypV/qnnnqKPXv28OabbzJ69GjS0tIoLS2la9eujBs37rr0mZmZHDx4kCZNmtC5c2cmTpyIWq0mIiKCjIwM2rRpQ0BAAPHx8fTo0YPw8HBSU1NxdHRULv7mzJmD0WgkPj6epKQkRo4cSWZmZp3tNT8/v848LPn666/p0KEDW7duBaC4uPhWdt997cqVKxgM/xfZmT59OoMHD77hOocPH2bv3r1cunQJo9FIcHAw7dq1Iy4ujlatWlFQUIC7uzuhoaEcOXKE+fPnk5aWhr29PUVFRdjZ2REaGkpISIgyndff35+oqCicnJz47rvvGD9+PElJVZHOY8eOkZiYiFqtVm4q3MyhQ4c4evQodnZ2dOzYkVdffZX09HTef/99PvjgA5YsWXJ7O+whFR8fT1BQEJ06dcLOzo4DBw5w/vx54uPj+e6772jWrNl1x1FpaSnh4eEkJSXxl7/8pVa7cnZ2JjU1FWtraxITE5kxY4YyYMrKyuLgwYOUlpbyl7/8hX/+858cPHiQN998k9WrV/PGG29cVz57e3sOHDjA//zP/7Bo0SI+/vjjW+oTzp49e0v9jaXzoCVz587lm2++4Yknnmiw6fC/J4M9IYQQt+T06dMMHjyYc+fOce3aNRwdHQFITEysdWe3TZs2APzpT39Soj3dunXj22+/VdL0798fKysrunTpokT8du3axdChQ1Gr1Tz22GP4+Piwb98+TCYTr7zyCmVlZfTv31+5ELWyslIuFoYPH86AAQPqLHfNC4qsrCzefvttLly4QElJCYGBgQAkJSWxevVqoOqZpdatW/PZZ5+RkZGByWQCqi6C27VrB8AXX3zB8uXLKS8v59y5cxw5cgQrKyuysrLo3bs3UDUgat++/W3v7/tR9UAgLy+Pbt26Kd/1Zqqn2Wm1WkpKSmjZsiUtW7bE1ta2zgsdf39/WrduDUCXLl04efIkhYWF+Pr60rZtWwCGDRtGamoqarUab29vpT3a2dkBVe2p+mKxV69eFBYWUlxcXGd7/eqrr+rMwxKtVsuUKVOIiIggJCSEnj171ms/PAhuZxpnv379aNq0KU2bNsXPz4/09HSCg4OZMWMGqampWFlZcebMGc6fP09SUhKDBg3C3t4eqHtfl5SUsHv3bsLCwpTPrl69qvw/LCzslqdkm0wm5Xh85plnCAgIAKrqMjk5+ZbyElVRr+pB1pAhQ4iJiaGyspKXX36ZZs2aAdfXbXZ2No6Ojjg5OQFV/fby5cuBqhsmo0aNIicnB5VKRVlZmbKen5+f0me0bt2avn37AlV1Vx2d+73q80G3bt2UCOKt9Ampqam31N9YOg9a0qNHD0aPHs2LL75o8dx1p/4fe3ceLllZ3gv794CYdgCcMBoGu2NUkGCDdtCcCAYQjCMaVBwDcYpfnOJAhOMJtkMCDockJkQPR43EgIB4VBIxxqhARgPi0GLHROxmCGoQoSUxrSDv90dVt5tmd7PpWmvvXWvf93XV1VWrav/q6V1rV62n3rXepdkD4A55xStekde85jV5ylOekrFwodwAACAASURBVAsuuGDzMRqttVTVbR6/0047bV6+44475uabb95830/91E9tvt5au9W/Wzr44INz0UUX5ROf+ESe//zn57jjjsuv/dqv3eZxs9WQJHe72902Xz/22GPzsY99LCtXrswHPvCBXHDBBVv9/7bWcswxx+Skk0661fJ169blne98Zy6++OLc8573zLHHHpuNGzemtZZ99903//iP/7jVzGm3qRHYsGFDnvSkJ+XUU0/NK1/5ytzpTnfKLbfcsvlxGzduvNXPbXq9d9hhh1u99jvssMOt1ostH5/8ZN3Z2vqxtfVvtsdX1ayP31rG1v5fD37wg/OFL3wh559/fk444YQcccQROfHEE2etbyhm/i62fH23/N1VVc4444xce+21+cIXvpCddtopy5cv3/x3srW/1U1uueWW3OMe99hq0znzb3prNbbW8qMf/WjzfVuudzPXydnWQbbuuuuuy2c/+9l89atfTVXlxz/+caoqRx111O2+tlu7/3d+53dyyCGH5KMf/WjWr19/q92Et+e12/SYmZ89d/Q9YTbber+ZbfnMZTP/bt7znvfk85//fD7xiU9k//33z5e+9KXc+973nvU5t5dj9gC4QzZs2JDdd989SXL66advXn7EEUfcavfJ29t9ZWsOPvjgnH322fnxj3+ca6+9NhdddFEOPPDAXHHFFbnvfe+bF7/4xXnhC1+YSy+9NMlog3DTMRpnnnlmHv3oR9/uc9x44425//3vn5tuuilnnHHG5uWHHXZY3v3udycZjch9//vfz2GHHZZzzz03//Ef/5FkdLzHFVdcke9///u5293ull133TXf+c538slPfjJJ8pCHPCTXXnvt5mbvpptuymWXXbZdv4vFbtddd8273vWuvPOd78xNN92UBzzgAfna176WH/7wh9mwYUM+85nPdP6cj3zkI3PhhRfmu9/9bn784x/nQx/6UB7zmMfkF3/xF3PhhRdm3bp1SbJ5t6qDDz5482t8wQUX5D73uU922WWXWdfXrWUsX7588/p26aWXbr7/mmuuyV3vetc873nPy+te97rNjxmy5cuX5wtf+EKS3Oq43CT5+Mc/no0bN+a6667LBRdckF/4hV/Ihg0bct/73jc77bRTPve5z+WKK65IMvpbO+ecc3Ldddcl+cnveuedd86NN96YJNlll12yYsWKfPjDH04y2pD+8pe/fIdq/PjHP36r0SG6c+655+bXfu3XcsUVV2T9+vW56qqrsmLFitzrXvfK+9///s272m+5G+fee++ddevWbT5G8kMf+tDm+2Z+vsx119w76o68J9zR95utfQ7+9E//dNauXZtbbrklH/3oRzfff/nll+eRj3xk3vzmN+c+97lPrrrqqs7/v5o9ALbqBz/4QfbYY4/Nl1NOOSWrV6/OM57xjBx00EGbd8FKRse+XX/99ZsPNt/eXaKe9rSnbZ604dBDD83b3/723O9+98sFF1yQ/fffPwcccEA+8pGP5FWvelWS0bf7l112WR7xiEfks5/97JxGVt7ylrfkkY98ZA4//PDsvffem5f/4R/+YT73uc9lv/32yyMe8YhcdtlleehDH5q3vvWtOeKII/Kwhz0shx9+eL71rW9l5cqVOeCAA7LvvvvmBS94QX7pl34pyWi31XPPPTevf/3rs3Llyuy///6bJ3oZogMOOCArV67MWWedlT333DPPfOYz87CHPSzPfe5zc8ABB3T+fPe///1z0kkn5ZBDDsnKlSvz8Ic/PEceeWR22223nHbaafnVX/3VrFy5cvNuu6tXr84ll1yShz3sYTn++OM3f0Ex2/q6tYyjjjoq3/ve97L//vvn3e9+dx784AcnSdasWbN54p7f/d3f3Xws6hBs2lV302XTJBtvfOMb86pXvSoHHXTQbXahPPDAA/PEJz4xj3rUo/I7v/M7+Zmf+Zk897nPzSWXXJJVq1bljDPO2Pz3tu++++YNb3hDHvOYx2TlypV5zWtek2S0K+A73vGOHHDAAbn88stzxhln5H3ve19WrlyZfffd91YTvGzNi1/84lx44YU58MAD8/nPf36rI4BM5kMf+lCe9rSn3WrZUUcdlWuuuSZPecpTsmrVquy///63OSXHsmXLctppp+WJT3xiHv3oR+cBD3jA5vt++7d/OyeccEJ+6Zd+afNEWF27I+8Jd/T9ZmufgyeffHKe9KQn5dBDD73Vbv3HHXfc5slfDj744KxcubLz/29tbXhysVq1alW75JJLFroM2G7Lj/9EZ1nrT35iZ1ksPmvXrs0+++yz0GUsene/+93zn//5nwtdBgD0Yrbtgar6Qmtt1e39rJE9AACAAdLsATDVjOoBwOw0ewAAAAOk2QNYxKbtuGoAoDuTbgdo9gAWqWXLluW6667T8AHAEtRay3XXXZdly5Ztd4aTqgMsUnvssUeuvvrqXHvttQtdCgCwAJYtW5Y99thju39eswewSO20005ZsWLFQpcBAEwpu3ECAAAMkGYPAABggDR7AAAAA6TZAwAAGCDNHgAAwABp9gAAAAZIswcAADBAmj0AAIAB6rXZq6pfqaqvV9U3qur4We4/tqquraovjS8v6rMeAACApeJOfQVX1Y5JTk1yeJKrk1xcVee11r62xUPPbq29vK86AAAAlqI+R/YOTPKN1to3W2s/SnJWkiN7fD4AAADG+mz2dk9y1YzbV4+XbemoqvpKVZ1bVXv2WA8AAMCS0WezV7Msa1vc/osky1trD0vyN0lOnzWo6iVVdUlVXXLttdd2XCYAAMDw9NnsXZ1k5kjdHkmumfmA1tp1rbUfjm/+3ySPmC2otXZaa21Va23Vbrvt1kuxAAAAQ9Jns3dxkgdV1YqqunOSZyU5b+YDqur+M24+JcnaHusBAABYMnqbjbO1dnNVvTzJp5LsmOT9rbXLqurNSS5prZ2X5JVV9ZQkNyf5XpJj+6oHAABgKemt2UuS1tr5Sc7fYtmJM66fkOSEPmsAAGCG1bt2lLOhmxygN72eVB0AAICFodkDAAAYIM0eAADAAGn2AAAABkizBwAAMECaPQAAgAHS7AEAAAyQZg8AAGCANHsAAAADpNkDAAAYIM0eAADAAGn2AAAABkizBwAAMECaPQAAgAHS7AEAAAyQZg8AAGCANHsAAAADpNkDAAAYIM0eAADAAGn2AAAABkizBwAAMECaPQAAgAHS7AEAAAyQZg8AAGCANHsAAAADpNkDAAAYIM0eAADAAGn2AAAABkizBwAAMECaPQAAgAHS7AEAAAyQZg8AAGCANHsAAAADpNkDAAAYIM0eAADAAGn2AAAABkizBwAAMECaPQAAgAHS7AEAAAyQZg8AAGCANHsAAAADpNkDAAAYIM0eAADAAGn2AAAABkizBwAAMECaPQAAgAHS7AEAAAyQZg8AAGCANHsAAAADpNkDAAAYIM0eAADAAGn2AAAABkizBwAAMECaPQAAgAHS7AEAAAyQZg8AAGCANHsAAAADpNkDAAAYIM0eAADAAGn2AAAABkizBwAAMECaPQAAgAHS7AEAAAyQZg8AAGCANHsAAAADpNkDAAAYIM0eAADAAGn2AAAABkizBwAAMEB3WugCAACA7bR6145yNnSTw6JiZA8AAGCANHsAAAADpNkDAAAYIM0eAADAAGn2AAAABkizBwAAMECaPQAAgAHS7AEAAAyQZg8AAGCANHsAAAAD1GuzV1W/UlVfr6pvVNXx23jc06uqVdWqPusBAABYKnpr9qpqxySnJnl8kocmeXZVPXSWx+2c5JVJPt9XLQAAAEvNnXrMPjDJN1pr30ySqjoryZFJvrbF496S5O1JXtdjLQAAwB2xetcOszZ0l8Wc9bkb5+5Jrppx++rxss2q6oAke7bW/rLHOgAAAJacPpu9mmVZ23xn1Q5Jfj/Ja283qOolVXVJVV1y7bXXdlgiAADAMPXZ7F2dZM8Zt/dIcs2M2zsn+fkkF1TV+iSPSnLebJO0tNZOa62taq2t2m233XosGQAAYBj6bPYuTvKgqlpRVXdO8qwk5226s7W2obV2n9ba8tba8iT/lOQprbVLeqwJAABgSeit2Wut3Zzk5Uk+lWRtknNaa5dV1Zur6il9PS8AAAD9zsaZ1tr5Sc7fYtmJW3nsL/dZCwAAMHfLN57ZWdb6zpK4I3o9qToAAAALQ7MHAAAwQJo9AACAAer1mD0AgIWydu99Osva51/WdpYFMF+M7AEAAAyQkT0AAGB+rd61w6wN3WUNjJE9AACAAdLsAQAADJBmDwAAYIA0ewAAAAOk2QMAABggzR4AAMAAafYAAAAGSLMHAAAwQJo9AACAAdLsAQAADJBmDwAAYIDutNAFAAAA22f5xjM7yVnfSQqLjZE9AACAAdLsAQAADJBmDwAAYIA0ewAAAAOk2QMAABggs3HCwOx3+n6d5Kw5Zk0nOQAALAzNHsBitnrXjnI2dJMDAEwNu3ECAAAMkGYPAABggDR7AAAAA6TZAwAAGCDNHgAAwABp9gAAAAbIqRcAAFjaujrNTeJUNywqtzuyV1UPrqrPVNVXx7cfVlX/q//SAAAA2F5z2Y3z/yY5IclNSdJa+0qSZ/VZFAAAAJOZS7N319baP2+x7OY+igEAAKAbc2n2vltVD0zSkqSqnp7kW71WBQAAwETmMkHLy5KclmTvqvr3JOuSPK/XqgAAJvTME7qbh25NZ0kA8+d23wVba99M8tiquluSHVprN/ZfFgAAAJOYy2ycv1dV92it/Vdr7caqumdVvXU+igMAAGD7zOWYvce31m7YdKO1dn2SJ/RXEgAAAJOaS7O3Y1X91KYbVXWXJD+1jccDAACwwOZy5PKfJ/lMVf1pRjNyviDJ6b1WBQAAwETmMkHL26tqTZLDklSSt7TWPtV7ZcB2Oeekjk6DeUw3MQAALIw5zUncWvtkkk/2XAsAAMBkVu/aYdaG7rIWwO02e1X1q0neluS+GY3sVZLWWtul59oAAOjY8o1ndpKzvpMUoE9zGdl7e5Int9bW9l0MAAAA3ZhLs/cdjR4AANCVrkaYE6PM2zKXZu+Sqjo7yceS/HDTwtba/+utKgAAACYyl2ZvlyQ/SHLEjGUtiWYPAABgkZrLqRd+fT4KAQAAoDtzmY1zWZIXJtk3ybJNy1trL+ixLgAAACawwxwe88Ek90vyuCQXJtkjyY19FgUAAMBk5nLM3s+11p5RVUe21k6vqjOTfKrvwoDt88wT5vJnffvWdJICAMBCmcvI3k3jf2+oqp9PsmuS5b1VBAAAwMTmMgRwWlXdM8nvJDkvyd2TnNhrVQAAAExkLrNxvnd89cIkP9tvOQAAAHRhq81eVb1mWz/YWjul+3IAmGn5xjM7yVnfSQoAME22NbK38/jfhyT5hYx24UySJye5qM+iAAAAmMxWm73W2puSpKr+OsnDW2s3jm+vTvLheakOAACA7TKX2Tj3SvKjGbd/FLNxAgAALGpzmY3zg0n+uao+mqQleVqSP+u1KgAAACYyl9k4f7eq/irJo8eLfr219sV+ywIAAGAScxnZS5IvJfnWpsdX1V6ttSt7qwoAAICJ3G6zV1WvSPLGJN9J8uMkldHunA/rtzQAAAC211xG9l6V5CGttev6LgYAAIBuzGU2zquSbOi7EAAAALozl5G9bya5oKo+keSHmxa21k7prSoAAAAmMpdm78rx5c7jCwAAAIvcXE698Kb5KAQAAIDuzGU2zs9lNPvmrbTWDu2lIgAAACY2l904Xzfj+rIkRyW5uZ9yAAAA6MJcduP8whaL/r6qLuypHgAAADowl9047zXj5g5JHpHkfr1VBAAAwMTmshvnFzI6Zq8y2n1zXZIX9lkUAAAAk5nLbpwr5qMQAAAAujOX3TiXJfnNJI/OaITv75K8u7W2sefaAAAA2E5z2Y3zz5LcmOSPxrefneSDSZ7RV1EAAABMZi7N3kNaaytn3P5cVX25r4IAAACY3A5zeMwXq+pRm25U1SOT/H1/JQEAADCprY7sVdWajI7R2ynJr1XVlePbD0jytfkpDwAAgO2xrd04nzRvVQAAANCpre7G2Vq7YuYlyX9nNLK36XK7qupXqurrVfWNqjp+lvtfWlVrqupLVfV3VfXQ7f2PAAAA8BO3e8xeVT2lqv4to5OpX5hkfZJPzuHndkxyapLHJ3lokmfP0syd2Vrbr7W2f5K3JznljpUPAADAbOYyQctbkjwqyb+OT7B+WOY2QcuBSb7RWvtma+1HSc5KcuTMB7TWvj/j5t0yxxFDAAAAtm0uzd5NrbXrkuxQVTu01j6XZP85/NzuSa6acfvq8bJbqaqXVdXlGY3svXIOuQAAANyOuTR7N1TV3ZNclOSMqvrDJDfP4edqlmW3GblrrZ3aWntgktcn+V+zBlW9pKouqapLrr322jk8NQAAwNI2l2bvyCQ/SPLqJH+V5PIkT57Dz12dZM8Zt/dIcs02Hn9WkqfOdkdr7bTW2qrW2qrddtttDk8NAACwtG3r1AtJktbaf42v3pLk9DuQfXGSB1XViiT/nuRZSZ4z8wFV9aDW2r+Nbz4xyb8FAACAid1us7e9Wms3V9XLk3wqyY5J3t9au6yq3pzkktbaeUleXlWPTXJTkuuTHNNXPQAAAEtJb81ekrTWzk9y/hbLTpxx/VV9Pj8AAMBSNZdj9lJVd6mqh/RdDAAAAN2Yy0nVn5zkSxlNzpKq2r+qzuu7MAAAALbfXEb2Vmd0gvQbkqS19qUky/srCQAAgEnNpdm7ubW2ofdKAAAA6MxcJmj5alU9J8mOVfWgJK9M8g/9lgUAAMAk5tLsvSLJG5L8MMmZGZ1K4a19FgUsTvudvl8nOWuOWdNJDgAAWzeXZu8hrbU3ZNTwAQAAMAXmcszeKVX1L1X1lqrat/eKAAAAmNjtNnuttUOS/HKSa5OcVlVrqup/9V0YAAAA228uu3GmtfbtJO+qqs8l+e0kJ8ZxewAAMFivWPfuDtOe2GEWczWXk6rvU1Wrq+qrSf44o5k49+i9MgAAALbbXEb2/jTJh5Ic0Vq7pud6AAAA6MDtNnuttUfNRyEAAAB0Z6vNXlWd01p7ZlWtSdJm3pWktdYe1nt1AAAAbJdtjey9avzvk+ajEAAAALqz1QlaWmvfGl/9zdbaFTMvSX5zfsoDAABge8zlpOqHz7Ls8V0XAgAAQHe2dcze/5fRCN7PVtVXZty1c5K/77swAAAAtt+2jtk7M8knk5yU5PgZy29srX2v16oAAACYyFabvdbahiQbkjw7SarqvkmWJbl7Vd29tXbl/JQIAADAHXW7x+xV1ZOr6t+SrEtyYZL1GY34AQAAsEjNZYKWtyZ5VJJ/ba2tSHJYHLMHAACwqM2l2buptXZdkh2qaofW2ueS7N9zXQAAAExgWxO0bHJDVd09yUVJzqiq/0hyc79lAQAAMIm5jOwdmeS/k7w6yV8luTzJk/ssCgAAgMnc7shea+2/Ztw8vcdaAAAA6Mi2Tqp+Y5I2c9H4diVprbVdeq4NAACA7bSt8+ztPJ+FsHD2O32/TnLWHLOmkxwAAGByczlmL1X16Kr69fH1+1TVin7LAgAAYBJzOan6G5O8PskJ40V3TvLnfRYFAADAZOYysve0JE9J8l9J0lq7JoldPAEAABaxuTR7P2qttYwna6mqu/VbEgAAAJOaS7N3TlX9nyT3qKoXJ/mbJO/ttywAAAAmMZfz7L2zqg5P8v0kD0lyYmvt071XBgAAwHa73WYvScbN3aeTpKp2rKrnttbO6LUyAAAAtttWd+Osql2q6oSq+uOqOqJGXp7km0meOX8lAgAAcEdta2Tvg0muT/KPSV6U5LiMTrtwZGvtS/NQGwAAANtpW83ez7bW9kuSqnpvku8m2au1duO8VAYAACyYo1e8fqFLYELbmo3zpk1XWms/TrJOowcAADAdtjWyt7Kqvj++XknuMr5dSVprbZfeqwMAABbE2eve1lnWa3NQZ1nM3VabvdbajvNZCAAAAN2Zy0nVAQAAmDKaPQAAgAHS7AEAAAyQZg8AAGCAtjUbJwAADN7yjWd2lrW+sySYnJE9AACAAdLsAQAADJBmDwAAYIA0ewAAAAOk2QMAABggs3ECc3bOSTd3E3RMNzEAAGydkT0AAIAB0uwBAAAMkN04gTl75gndvGWs6SQFAIBtMbIHAAAwQEb2AICFs3rXDrM2dJcFMABG9gAAAAZIswcAADBAmj0AAIABcszeFDj1pZ/tLOtl7zm0sywAAGDxMrIHAAAwQJo9AACAAdLsAQAADJBmDwAAYIA0ewAAAAOk2QMAABggzR4AAMAAafYAAAAGSLMHAAAwQJo9AACAAdLsAQAADNCdFroAAACArizfeGZnWes7S1oYmj0AGILVu3aUs6GbHAAWnN04AQAABkizBwAAMECaPQAAgAHS7AEAAAyQZg8AAGCANHsAAAAD1GuzV1W/UlVfr6pvVNXxs9z/mqr6WlV9pao+U1UP6LMeAACApaK3Zq+qdkxyapLHJ3lokmdX1UO3eNgXk6xqrT0syblJ3t5XPQAAAEtJnydVPzDJN1pr30ySqjoryZFJvrbpAa21z814/D8leV6P9UytQy94WYdpazvMAgAAFqs+d+PcPclVM25fPV62NS9M8ske6wEAAFgy+hzZq1mWtVkfWPW8JKuSPGYr978kyUuSZK+99uqqPgAAgMHqc2Tv6iR7zri9R5JrtnxQVT02yRuSPKW19sPZglprp7XWVrXWVu222269FAsAADAkfTZ7Fyd5UFWtqKo7J3lWkvNmPqCqDkjyfzJq9P6jx1oAAACWlN6avdbazUlenuRTGc0Kck5r7bKqenNVPWX8sHckuXuSD1fVl6rqvK3EAQAAcAf0ecxeWmvnJzl/i2Unzrj+2D6fHwAAYKnq9aTqAAAALIxeR/YAAKATq3ftMGtDd1mwiBnZAwAAGCDNHgAAwABp9gAAAAZIswcAADBAmj0AAIAB0uwBAAAMkFMvANC5tXvv00nOPv+ytpMcAFiKjOwBAAAMkGYPAABggDR7AAAAA+SYPQCYD6t37TBrQ3dZAAyWZg8YPhvZAMASZDdOAACAAdLsAQAADJBmDwAAYIA0ewAAAAOk2QMAABggs3ECwAAs33hmJznrO0kBYDEwsgcAADBAmj0AAIAB0uwBAAAMkGYPAABggEzQAkDnPvvLp3aSs08nKQCwNBnZAwAAGCAjewDANn3msw/sJOewQy/vJAeAuTGyBwAAMECaPQAAgAHS7AEAAAyQY/aAxWH1rh3lbOgmBwBgyhnZAwAAGCDNHgAAwADZjRMAWDDLN57ZWdb6zpIAhkGzBzCJro41TBxvCAB0SrNHv0y6AQAAC8IxewAAAANkZA8AgEVvvxV7dZa1prMkWNw0ewAwD0xEwmKx8z7Hd5T0xI5ygL7YjRMAAGCAjOwBACwhN649eaFLAOaJZg8ANnEqDQAGRLNHr7o6RmV9JynArTg1CgAMmmP2AAAABkizBwAAMECaPQAAgAHS7AEAAAyQCVoAABaZ/U7fr5OcNces6SQHmE5G9gAAAAbIyF5XnJsJAOjIOSfd3E3QMd3EANPJyB4AAMAAGdmbAtf8yY86y9qnsyQAAGAxM7IHAAAwQEb2AACAwdh5n+M7THtih1nzT7MHAMCit2bdlb1lH3fDXXrLZv7duPbkhS5h0bAbJwAAwABp9gAAAAZIswcAADBAmj0AAIAB0uwBAAAMkNk4AQCgT6t37ShnQzc5LBlG9gAAAAZIswcAADBAduMEFoXlG8/sJGd9JykAANNPswfAVNnv9P06y1pzzJrOsgC25tRvf7STnJd1ksJSYjdOAACAAdLsAQAADJDdOAEm0NWxhonjDQGAbmn2AJYox5AAjBx6QZfvZGs7zILJ2I0TAABggDR7AAAAA6TZAwAAGCDH7AHQue6Of3HsCwBsLyN7AAAAA2Rkbwo8tz7SWda3O0sCAAAWMyN7AAAAA2RkDwCAbqzetcOsDd1lwRKl2QNYojZef0pHSYd2lAMAdMlunAAAAANkZK8jp377o51ldTVhOQAAsHT1OrJXVb9SVV+vqm9U1fGz3H9wVV1aVTdX1dP7rAUAAGAp6W1kr6p2THJqksOTXJ3k4qo6r7X2tRkPuzLJsUle11cdAAzLsec/oLuwY7qLAlgIx91wl4UugUWsz904D0zyjdbaN5Okqs5KcmSSzc1ea239+L5beqxjXnQ30UGy5WQHZ7SjOsy+vMMsAABgseqz2ds9yVUzbl+d5JE9Ph8AMGWOXXZxh2lP7DCLxeZ/rz2os6zXdpYEi1ufzV7NsqxtV1DVS5K8JEn22muvSWoCFqm/yy4LXQIAwKD02exdnWTPGbf3SHLN9gS11k5LclqSrFq1arsaxr6946Vv7SzLt00AALd29IrXL3QJMHX6nI3z4iQPqqoVVXXnJM9Kcl6PzwcAAMBYbyN7rbWbq+rlST6VZMck72+tXVZVb05ySWvtvKr6hSQfTXLPJE+uqje11vbtqyZgaVq+8czOstZ3lgQwPH2ed/jsdW/rLPu16e74P1jMej2pemvt/CTnb7HsxBnXL85o906AqbR+2XM6TNvQYRYAsNT12uwBsHgtu+drFroEYCvOftbRneSs7iQFmFaaPQAY63OX31ese3dn2U4xAMBcaPZgFvudvl9nWWuOWdNZFtAvpwABYEj6nI0TAACABWJkDwAAenToBVvOLbq91naUw1JhZA8AAGCAjOwBwAAcd8NdFroEgEXh2GUXd5g23RNiafYAJuCE7QA/sfH6UzpMO7TDLFiaNHvA4O28z/Edpk33N3wAwNKh2QMAuKNW79ph1obusgBm0OwBg3fj2pMXuoQl5/yVD+wkZ59OUgBgadLsAQAsMgcd/MGOklbfZsnGx+3eUTaw2Gn2AGAevOOlb+0s67WdJQEwZM6zBwAAMECa7ZpktgAAIABJREFUPQAAgAGyGycADMA77vHfneS8rJMUlqqjV7x+oUsAZtDsAcDYqsft3FnWtztLAoDto9kDgHmw7FP/3l3YIft3lwXAYDlmDwAAYICM7NGr9cue01HSho5yAABgadDsAQAL5kUbD1voErbL8o1ndpa1fpZlf3vR8zvJPuzQTmKAKaXZAwbvuBvustAlAADMO80eAACdOHvd2zrLem0O6iwLlioTtAAAAAyQkT0AGICNj9t9oUsAYJHR7AGDd+Q9dlroEujQ0Stev9AlAMBU0OzRq65mK1vfScrcnXPSzd2FHdNdFADAEJg8bX5o9gAAgHm18fpTOkxzjpGtMUELAADAABnZI8ee/4BuguyuyAT2WPakjpI2dJQDADDdNHswi2ee0N2fxprOkthe7132mc6yVjvvEwAwJTR7AIvY+mXP6SjJiCcALDWavY6c0Y7qMO3yDrMAABiqQy94WUdJazvKYTHR7AEwVc5e97bOsl5rt9xB+4M9f7DQJQAsKM0eU2v16tWLKgcAABYTzR7Ms2k+ieiNa09e6BIAAJgjzR5Zds/XLHQJwAJ4zy++qpOcl80y5+wHnnBFJ9mv7SRl7pZ96t+7Cztk/+6yAGA7aPYAYB5sfNzuC10CAEvMDgtdAAAAAN0zssfUetHGwxa6BAAAtkNXu/sn87/L/zTR7AGLwvKNZ3aSs76TFACYDuevfGAnOft0ksJio9kDWKLOOenmboKO6SYGuva3Fz2/s6zDDu0sCmDeOGYPAABggIzsATBVnC4GAOZGswcAAFPqCV++fKFLYBHT7AEsYn1OXPPME7r5CLjtKdWTG9ee3Ek2ALD9NHvkyHvstNAlACwKTnwOS1NXM1omZrVkcdHsdeSFf/2uzrLWm/ELOuWcjEDXfDEATAPNXkfed8QrO0x7YodZbI9jz39Ad2GmpQcAetLnLvlMP80eAMyDb1/4mO7CDtnQXdYC+/oRx3aWtUdMVMHi5MTnLBTn2QMAABggI3sAEzjuhrssdAnb7aX/+IfdBM3zrsp7P/PFHabdeiTopRd+rLvoQ/bvLotFx0gtTGbNuisXuoQlQbM3Bf72oud3lnXYLJO/vHfZZzrJXp2DOskBpt/fZZfesv/lnP/bWdZs74kAMBSavY703ZABwLZ0NtJklIkl6OgVr1/oErabETK2RbOHaekBALiNDzzhis6yXttZEneEZo+ptceyJ3WU5FtsoH/7rdirsyxTpMN0ecKXzRTLwtDswcDcuPbk3rJfse7dHSXN77kkb/zYS7oLO3ltd1kAAD3S7ME823j9KR2mOcATmG6/ddVdO8uazxHP+z3mws6yvt1ZEovV2c86upOc1Z2ksJRo9phayzee2UnO+k5SFo9pPhUAw/HofL+TnPWdpADA0qTZg3m27J6v6TW/u5HD244adnWgtoO0AVhKDjr4gx0lre4oZ27M9Dn9NHswz/o8ITQsFu874pUdJc3v8Z19OmrdUb3mdzUBjMlfWIrOXve2zrJeO8t5h1/41+/qJHu9oze4gzR7AADQo09+7HXdBJ08nC/AmB+aPQAYALtbAbAlzR7Mou/j6qZVnxuTfX7r+cwTunurs4sbi9Wp3/5oJzkv6ySFpeodL31rZ1mO74bJafYAJnDoBV1uGjuHHwDQHc1eR1608bDesnf79sG9ZQOL2877HN9RkuM8YJr0uV3Bbd24z6qFLgF6odkDABbMOSfd3F3YMd1FQZc++8undpKzzyzL1p71M91kr+4khkVGswfz7LeuumtnWbMdP3b0itd3lg8AwPTS7MEs3nL0vTrLMtnB3PT5rSezu/Z+F3WU5MRPc2G3PO6IGz/2km6CTnYs8ND1+fm5Oq/uJHuUdWtdjUgmRiW3RbMHAGMasvlntlwWg4MO/mCHaas7zILJaPZgFp/7/57dXdi/3Ppb1Wv36vID5bbOXve2TnJem4M6yWEyN649eaFL2C7PrY90kvPtTlIAYGnS7JFVj9u5k5zZNsqOu+EunWQD3etzFOulF36sm6BD9r/Nou52P02GtAtqd6cBsdsfS0/fx9P3yd8+26LZmwI2bFgKfFjB0rRm3ZULXcJ2+Z2zv9dd2CG3XbTzU0/rLp8F5zPutvZ51jULXcKSoNkDBu+l//iH3YWZ2n3BOa5uWPqcAAJgqdPsTQEbNrN7xbp3d5R025NNdzWzVWJ2SICF8p7HPLWzrNWdJbEUdTURkUmIuKM0e2S3K5/fUdL8vgX1eT65jdef0mHacHadvd9jLuwkZ7bjOx//1Hd2kr2+k5TF45Mfe103QSff9ksNGLrOjh1NZj1+lPn1jpe+tbOs125x+5yTbu4s2x4gLCaaPaaWWSeHZePjdl/oEoAFMK1T3nd3DFYy23FYPuNu64x2VIdpl3eYdfum9dhUe5dNP80e3X2bNaBvsvocNWR23X2I3/YD/D2/+KqOspOXbTGCfci7P9RZ9mwjnk42D9vPhipz1ffhG33uGQPbotmj141Js0+xGBy1rstvgwHgjunzdDTTyuRM80OzB0DnjKgA06Tv3XL7dPazju4kZ3UnKSw2vTZ7VfUrSf4wyY5J3ttaO3mL+38qyZ8leUSS65Ic3Vpb32dN3FZ35/G77UQk0/oG9N5ln+ksa/U8Hy+x7J6vmdfn68rfXtTNREGHzTIfTp8z8vV9DEmff5+wGDzkrz/QXdg8ruZdfb4ls3/G3bjPqs7yuX3O+Tb/fCk4P3pr9qpqxySnJjk8ydVJLq6q81prX5vxsBcmub619nNV9awkb0vS3bsnbKfV+f1O0+bTtDYH0/qm31WTmszeqMJcOQn3sHxkxUc6yVltvGZO/vfa7r6Y3XKmT+bftG5T9KHPkb0Dk3yjtfbNJKmqs5IcmWRms3dkfrIlfG6SP66qaq21HutiC9P6B9HVFMxDe1PurlFd3VHOsPX99zOtf599WvW4nTvLMtnBsPW5rvT9t3nj2pNv/0F0ZponZvM5wbb02eztnuSqGbevTvLIrT2mtXZzVW1Icu8k3+2xLuZRn29Ayz71790EDehg58SMX7BUddXY+NtfHJyOZn59/YhjO8vaY5Zd8jVkLJTqaxCtqp6R5HGttReNbz8/yYGttVfMeMxl48dcPb59+fgx122R9ZIkLxnffEiSr/dSdP/uk34b2T7zZc9vdt/5suc3u+982fOb3Xe+7PnN7jtf9vxm950ve36z+87vu/Y+PaC1ttvtPajPkb2rk+w54/YeSbY8+nXTY66uqjsl2TXJ97YMaq2dlmTqD0aoqktaa70dcd1nvuz5ze47X/b8ZvedL3t+s/vOlz2/2X3ny57f7L7zZc9vdt/5fde+GOzQY/bFSR5UVSuq6s5JnpXkvC0ec15+cirupyf5rOP1AAAAJtfbyN74GLyXJ/lURqdeeH9r7bKqenOSS1pr5yV5X5IPVtU3MhrRe1Zf9QAAACwlvZ5nr7V2fpLzt1h24ozrG5M8o88aFpm+d0XtM1/2/Gb3nS97frP7zpc9v9l958ue3+y+82XPb3bf+bLnN7vv/Kk/TOz29DZBCwAAAAunz2P2AAAAWCCaPQAAgAHS7AEAcBtVtXdHOTvNsuw+HeTuUFU7jK/fuaoeXlX3mjR3K8/1mz3l3n1c9z06yrtzVdWM24dU1Wur6vEdZD9s0ozbyd9r0++hqpZX1dOr6uc7zF9VVU+rqid3tW5PA80ebKeqevhC17DUVNV9F7qGpWYa1/Oq2qWqHlFV91zoWrZHFxvBc3gOG/G3fr5FvyHf50b8Nvz1JD88rvHqJNdU1V9X1fIOs5+a5FtJ/r2qjkzyt0nemeQrVfXkCbNfs8XltUnevOn2hNl/MuP6o5N8Lcn/TrKmqp4wSfbYxUk2NUzHJfndJHdJ8pqqOmnC7C9W1Teq6i1V9dAJs26lqo5PcmGSf6qqFyX5qySPT3J2B7/zx1TVJUlOTvL+JL+R5H1VdUFV7bntnx6A1prLPF6SnNhRzuOSvDDJ8i2Wv6Dn+tdM+PN7Jjkrozfl/5lkpxn3fWzC7L2TfDLJJ5I8MMkHktyQ5J+T7DNh9sO3uDwiydVJDkjy8J5/55+c8Od3SXJSkg8mec4W9/3JhNn3S/LuJKcmuXeS1UnWJDknyf0nzL7XFpd7J1mf5J5J7tXj73uidXycYT2/bfYLZlzfI8lnxnX/Q5IHT5j950nuM77+uCRXJfmbJFckeUYHr+f3krw3yWEZT2zW4fr2+CTrkvzd+Pd8WZLLx7/3w7p8ri2e98oJf/6QcY3XZrTRvnzGfZdOmP3UJN/JaEP+yCSfT/LZ8fM9uYP/+2u2uLw2yXc33Z4w+09mXH90kiuTfG68Tj5hwuwvJ7nn+Ppx47+d/5Xk00lOmiD3XVu5/FGS709Y88VJ9h1ff3qSf0vyqPHtL06Y/cWMPoNWJPl+koeMlz8go1N8TZJ9Y5Kzk5yY5I3jy/Wbrk+YfemM65/b9N6a5GcnrXuc89UZ1y9Jcpfx9Tsl+UoHv/Ofz6iB/MZ4nTw+W2yLbmf2ZRk1pfce//53Gy+/28z/0wR1b8pbkeSj4+uHJ/nrSWtf7JdeT73ArF6U5M2TBFTV72X0IXJpkv9ZVX/QWvuj8d0vz+hbi0nyf3Vrd2X0xjqJ9yf5SJJ/yqhZvbCqntxauy6jN+hJnJbkHUnuntGGweuT/HqSJyX544w21LbXJRnV/MMZy+6d5JQkLcmhE2Rva/Skkuw/SXaSP83oA/YjSV5QVUdl1PT9MMmjJsz+QEZNx90y+tA6I8kTM9pAe8/43+313Yw21mfaPaP1vmX0wbhdel7HE+v5bGa+N52S0RcCh2e0jrw7k9W9srX23fH1NyY5qLW2fjzC9JkkH54gOxk1NF/K6L37z6rq3CQfaq3904S5yeiLmCdk9E383yR5Ymvtn6pqn4z+nrZ7ZLWq3rW1u8bPN4m3J3lcG50/9+lJPl1Vzx//Tup2fvb2vDHJyow2/L6c5Bdaa1+vqgdk9Hf1FxPmvymj00Jdlp/UumOSnSfMTW79nvqWJE9trV1aVT+b0Tp//uw/Nic7ttauH18/OqP1/L+r6uSM3hdP2M7cX8+o4f3hLPc9ezszN7lza+2yJGmtnVtVa5P8v/EozsTTwbfWvp0kVXVla+3r42VXbBoVnsC+Gb1P3S3Jm1prP6iqY1prb5owd0u7tNYuTZLW2jerascOMr9fVT/fWvtqRp+jy5L8d0bN3qS/lzbOfUOSN1TVgRmdI/tvq+qq1tr/mCD7x+P1+Ufjeq8bP+F/zRjQ3l47ttauHV+/MuPP4dbap6vqDyYNX+w0ez2oqu9v7a6MPrwm9eQkB7TRietXJzmzqn62tfbqTP4hm4y+zTojs78RL5swe7fW2nvG119RVc9LclFVPWUrz3dH7Nxa+4skqaq3tNbOGi//i6qa9A36mUlekeQdbXT+yFTVutbaIRPmbnJxRrsvzPb6TbpR9sDW2lHj6x+rqjck+ez4dz6pn970RUNV/WZr7W3j5X9UVS+cMPu3kzw2yXGttTXj51jXWlsxYW7S7zqeWM9vz4Nba88cX/9oVZ24zUffvh2qapfW2veT3JLRh3laa9+tqi4+5/6rtfbHSf64qvbKaOPmT8a75p3VWvufE2Tf0lpbmyRV9YNNDWRrbW0HG6w24mc3rRvyfW3EX5zRyMk/bHnHeBtjEjdV1f02vZ7jLwcOS/KXGe2ZMJGq2qG1dkuSF8xYtmOSO0+S21q7MsnTx7uHfrqqfn+ySm9l76r6Skaf98ur6p6ttevH6/ZtdoveDi9NckZVfTnJfyS5pKouTPKwJL83YfattlFaa/+c5J/Hu7kePGH2pVV1ZkZ/l59JcnpV/VVGXzJ+bcLsS6rqfePcI5NckCRVddeMvugZNM1eP27I6JvI72x5R1Vd1UH+nVprNydJa+2G8b7pp1XVhzPhG9zYV5K8c/yBcitV9dgJs3eqqmWttY1J0lr786r6dpJPZfQHPomZf7CnbHHfpG/8547fdN5SVZs2oLo8SeXaJL/RWvu3Le/oYJ35qRkfiGmt/e74GIqLMhodmsTMDYw/28Z9d1hr7Z1VdVaS3x//Dt6Y7n7nfa7jifV8NnuMR5oqyW5VtVNr7abxfZNu4Lwpyeeq6tQkf5/kw1X18Yw2Ev5qwuxkxgbOeCPw7UneXlUPyajxm8QNVfUbGe1ufX1VvTqjEaDHJvnPCbNtxM9iijfk+9qIf3qSjbPd0cGXa8cn+ekk356ReXVVPSaj0f5JvCSj9WHjuOnYZM+Mjs2aWGvt41X16YzeY67uIjPJPlvc3vR3fq+MdhudSGvtK+O9hY5I8uCMRsevzmgX5RsmjH/HVp6zZfSF9SRelOQZGX3mnJvkwCTPSfL1jA4VmcRvJHlxkv+R0R4Um/YyaRnt+j9sXe4T6jK6JHlrkgO3ct/bOsj/yySP2crz3tJB/kFJ9trKfasmzH71Vmo/IMmnJ8z+jSR3n2X5zyX5gw5f3/0z2mXx2g4zn57x8Qaz3PfUCbPfnuSxsyz/lST/NmH2m7fxOz+3w9/PkzPavfDbHeX1to6PM6znt807ZovLpmOP7pfk9zrI/7kkb0vy0Yx283t3RrsZdlH7KV39XmfJ3jPJ/xnXe7/xuvPVjHaPnvQYzHsluWtPdT82o91nt1y+a5I3TJj9C0mWzbJ8eZLndfz/uGtGG7AXdZT3gC0uO42X3yfJr3aQv2NGx3m+KqMvY45Oco8eXt/ejkWXPb/Z01z7tGYvtkuN/8N0qKr2aqNvDvvK3zvJFa21/57lvt1ba//e13MzUqMdyHduo93GmAdVdZeMdkm9zWgc/bCeD09VPbyNdy2UPT/505hdVZe21nqZiVf2/Gb3nS978XPqhX58rOf8M2dr9JKkr0avqvr8kJ267Db6luSCPrI3qaq/lP0T43W+k11zZtPneth3/rSu59P4O5mP/J5rf6/sec+fxuwujv+XvTiy+86Xvchp9voxzX+0C/Gcsme3u+x5zZ7mv1vZ85vdd77s+c3uO38as7uerEb2wmX3nS97kTNBSz92r61PeZ3W2isXef5sPtFDpuxt+6Lsec3u+/Wc1nVR9vzn95k9rRtPNoZ7zB7PWvv4jM7jmSRrq2rzZHCypye773zZ08cxez2oqiuyjRmVWmunL+b8Gc9zjyQPGt/819bahi5yZd/uc+yWJO0n54SR3VN236/ntK6Lsuc/v6/s2TZwkvxVXxtP05Ddd/60ZVfVz2Q0GdO3MvpCrTKaTOp+SQ5prV0jezqyp7n2ac2eCgs9Q8wQL0kunfL8O2d0suwbMvqj+FKS6zOaqvbOsrvNHudXktUZnTvpunH2tUlOlN1Ldt+v51Sui7KHVXuSn8lo2vILkvx+kj/IaHr0ryf5maWYPc2195U9Xv9+a5blr0xy+oQ1y57H7GmufVqzp+Gy4AUM8ZLkn6Y8/80ZnXB65xnLds7oPGpvkd1t9jjr1Uk+nWTFjGU/m9F52V4tu/Psvl/PqVwXZQ+r9kzpxlOf2dNce1/ZSf5lG/d9fcKaZc9j9jTXPq3Z03BZ8AKWyiXJ6mnJz+gcT7c5N1NGJ+D+quxus8c5X0xyn1mW75bki7I7z+779ZzKdVH2sGqf1o0nG8Pzm72t99Mu3sdlz1/2NNc+rdnTcDFBy/x5Ska7pE1D/i2ttR9subC19p9V1WR3np2MTrz73Vnyr62qnWR3nt336zmt66Ls+c/vM3vWU/SM3eY5l0h23/nTmL1rVf3qLMsryS4T5Mqe/+y+82VPIc3e/JmmaaNbVd1zK5m3yO48O0l+tJ33yd4+fb+e07ouyp7//D6zp3Xjycbw/GZfmOTJW7nvoglyZc9/dt/5sqeQ2TjnSVXt0FrrYqOj9/yqWp/RRsasDWRrbYXs7rLH+T9O8l+z3ZVkWWttu0eyZM+avT79vp695cue3+y+83vO/tNt3d9a+/Wllt13/rRmb+M5f7q19p2uc2XPf3bf+bIXL81eD8ZTI78wydMymj2rJbkmyceTvK+1dtNizgdg2KZ148nGcP/ZVbVrkqOSPCfJPq213bvIlT3/2X3ny54Omr0eVNWHMppG+/QkV48X75HkmCT3aq0dvZjzt/KcD0zyrCTPbq39vOx+s8f5d0vy1CTPaa09UXbv2X2/nlO5Lsqe//y+sqd148nGcP/ZVXWXjI79f06Sh2c0I+xTk1w06V5Dsuc3u+982VNorjO5uMz9km3MipXRyXIXdf6MrPsn+a0k/5xkY5I3JtlPdj/Z4/w7Z/Tmc06S7yf50yRPlt1bdt+v51Sui7KHU3uSuyQ5OqM9P67K6IvCX06yw1LNnuba+8jO6NQfVyV5X5LDk+yYZF1Hv2fZ85g9zbVPa/Y0XHYIfbi+qp5RVZt/v1W1Q1UdndHJchd1flW9uKo+m9EBrfdJ8qIk32qtvam1tkZ2t9nj/MOr6v1J1iV5epIPJvlea+3XW2t/Ibvz7L5fz6lcF2UPq/aqOiPJvyY5IskfJ1me5PrW2gVt8m/JpzK77/wpzf75jLYd1mZ0eocfZ3R4SBdkz2923/myp9FCd5tDvGT0Bnx2kmszemP+1yT/MV62Ygryf5TRhseqGcu+2dHvRvbs+beM81d0nS97QV7PqVwXZQ+r9iRfTvKVJK9Lsqfs6a695+y9k7w5ydeT/G1G2xf3kz192dNc+7RmL/aLY/Z6VlX3zujYyNucL2yx5lfVfZI8I8mzk/x0RrvPHdta21N299nj/AMyOkbn6Um+meSsJCe21h4gu5fsvl/PqVwXZc9//jzUvndGx6gcndGXgntntHvot5dqdt/505o94zlWjZ/j6Umubq39D9nTmd13vuwpsdDd5lK7JDl8mvIzmvjldUm+kNHw9+/J7i97nP9LGe2i860kn0zyEtm9Zvf9ek7luih7kLWvSnJKkiuT/IPs6a59Hn4vleQxXefKnv/saa59WrMX08XI3jyrqitba3tNY35VPSTJs1prb5I9L9k7ZHQg8bNax+dPkr3V/N5ez77zZc9vdt/5PWdXkoNbaxfKnp/8acuuqktbaw/vKk/2wmX3nS978dPs9aCqztvaXUkOba3dbTHnb+U5T2utvaTrXNnbzF/dWlv9/7d3pzGS1HUcxp8voHJ5cJkQBRQ5VMgKC6gEhYBKomwIURHWGCESxGDiQaIkQswalRf6wngERF8oeB9gELxQI0ERFTnCEQSUIxg8WFkE5BL254uqIcM4uywz/e+d6n4+SWW7u3aert7q2en/1GV7bO3W63OQ70Xb4+83bg/yw5MfhsfbTnJ1Ve076q7t8bdb920vfZtt7AWYUK8F3gE8MOfxAK8cQH8++zfq2l63I4FVtsfWbr0+h/petD3+fst2bI+9P8T2jxp1bY+/3bpve4lzsNfG74AH59ulIslNA+jP55+NurbXbYgfEIbcbr0+h/petD3+fsv2UD88+WG4YTvJUcBuwHVV9bOqOn0UXdvjb7fu2x4ed+PUBkuyOd3FrL9neyztVKNvUNvrfY5dquqOIfZtj7fdur/YdpKLq+rwUS7T0Nut+0NsJzkT2Av4LfA64MKq+rjt4bVb920PVC2Bs8RM2gS8esj9Oc+1KfBG4FzgH8D3bY++DZwI7N7fDvAV4N9011Rabnu07b55IN1pl5/f318GfBO4c0Tvk2Z9267PDexePYrXPkntIS97qzZwPbBpf3tL4Erbw2wPedmH2h7C5G6cbZwJLAdIcnlVHTiwPkkOprsGyRHAH+hOff/iqnrQ9ujbwPuBr/a3V9J92NsV2Bf4LN1xmrZH1E7yaWAFcA1wapKLgJOBM4B3LXyR2/dtj7fdut942Z+b5M3rmllV509hu3V/iO1Hq+rxvvFgf3bPUbE93nbrvu0BcrDXxuw30eZD6yf5K911e84CPlRV9ye5bUQDJtvze6yq/tvfXgGcW1X/An6R5FO2R94+Ati3qh5Osg1wF7Csqm5ZZHccfdvjbbfut2w/l+57Z74PNgUsauAx0Hbr/hDbL0ty7azuS2bdr6patsCu7fG3W/dtD5CDvTY26X9obzLr9hP/OVfVPUu8fx5wFHAM8HiSC+h+kIyC7fmtTbIjsIZuf/JPzpq3he2Rtx+qqocBqmpNkptGODBo3bc93nbrfsv2HVW16C2bE9Zu3R9i+6WM9ueZ7Y3Xbt23PUCeoKWBJLcDa1nHb9+qatel3O+fI8ChdLvPvQl4DnAC8OOqmnvJB9uLb68AzqY7HvDCqjqxf/wQ4MNVdYTtkbbvBS6d9dDBs+9X1ZELbbfu2x5vu3W/cXuQ16hq2W7dH2I7yf2s+4PwI8BfgNOq6pe2l3a7dd/2MDnY01NK8gy6E5IcCxxeVdvbHn07yWbAs6tqzazHtqL7Pl3sYNL2k7uHrG9+zXNZk6XStz3edut+4/ZeVXXDQr9+Etut+0Ntr+c5NwX2Br5RVXvbHm67dd/2ElZL4Cwx0zABq4bYB3YAdph1fwvbo2/TbamauX30nHln2B55e+dRvR/G3bft+nwa7fuB++aZ7gfum8b2kJe99b/LUzz3SbYnoz3kZR9qe2NPG30BpmUCrhpKn2730FXAauAeumOm7gY+anv07bnrb+66XOy6tf2U7fNGsQ7H1bft+nRycnJyctrQaRM0Lq1P8zrK/gfoLitwQFVtW1XbAK8CDkryQdsjb8OT19/cdbnYdWt7/e1FH+M65r7t8bZb91svuyRpijnYG5/9BtR/J7Cyqm6beaCqbgXe0c+zPdo2PPnA4bkH0i72wFrbT689Ci37tsfbbt1vveySpCnmCVoaSPK59c2vqvct8f71tY6DVNc3z/bCJXkc+A/db/m3AGau3xdg86p6hu2xtauqnrPQduu+7fG2W/dbL7skabp5nb023gNcD3yX7gK5o96Fs3X/0QXOs71AVbXpYhu2l0a7dd/2eNvImQszAAADmklEQVSt+62XXZI03dyy10CS7YCj6S7A/RjwHboD79es9wuXTn/mN83/N4vRbVGxLUmSJDXkYK+xJC+guwj3KcCpVfW1IfUlSZIkDZO7cTaUZDndQOwNwE+AK4fUlyRJkjRcbtlrIMnHgBXAjcC3gZ9W1WND6UuSJEkaPgd7DSRZC9wKPNQ/NPOPHGBtVb1iKfclSZIkDZ+7cbbx4nkeC/BC4CMD6EuSJEkaOAd7DVTVHTO3k+wDvB14G3AbcN5S70uSJEkaPgd7DSTZAziW7uQp/6K7NEKq6tAh9CVJkiQNn8fsNdAfU/dr4ISq+nP/2K1VtesQ+pIkSZKGb5ONvQAT6i3A34FfJflyktfRHVM3lL4kSZKkgXPLXkNJtgKOotvd8jDgHOAHVXXxEPqSJEmShsvB3pgk2RY4Gjimqg4bWl+SJEnSsDjYkyRJkqQJ5DF7kiRJkjSBHOxJkiRJ0gRysCdJmipJTktyQ5Jrk1yT5FUNn+uSJPu36kuStD5eVF2SNDWSHAisAJZX1SNJtgeeuZEXS5KkJtyyJ0maJjsCq6vqEYCqWl1VdyX5aJIrklyf5EtJAk9smftMkkuT3JjkgCTnJ7klySf6v/OiJH9Kck6/tfD7Sbac+8RJDk9yeZKrknwvydZjfeWSpKnjYE+SNE0uBnZKcnOSM5Mc0j/+hao6oKr2Brag2/o349GqOhj4InAB8F5gb+D4JNv1f2dP4EtVtQy4Dzh59pP2WxBPB15fVcuBPwKntHmJkiR1HOxJkqZGVT0A7Ae8G7gb+E6S44FDk/w+yXXAYcBes77sh/2f1wE3VNXf+i2DtwI79fPurKrL+ttfB14z56lfDbwcuCzJNcBxwC4jfXGSJM3hMXuSpKlSVY8DlwCX9IO7k4BlwP5VdWeSVcDms77kkf7PtbNuz9yf+Tk696K1c+8H+HlVrVz0C5AkaQO5ZU+SNDWS7Jlk91kP7QPc1N9e3R9H99YFpHfuT/4CsBL4zZz5vwMOSrJbvxxbJtljAc8jSdIGc8ueJGmabA18PsnzgMeAP9Pt0nkv3W6atwNXLKB7I3BckrOBW4CzZs+sqrv73UW/leRZ/cOnAzcv4LkkSdogqZq7p4kkSdpQSV4EXNSf3EWSpCXD3TglSZIkaQK5ZU+SJEmSJpBb9iRJkiRpAjnYkyRJkqQJ5GBPkiRJkiaQgz1JkiRJmkAO9iRJkiRpAjnYkyRJkqQJ9D8HyIukahERCgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "samplelist = []\n",
    "\n",
    "for i in range(20):\n",
    "    y_axis[i] = Table_meansorted.iloc[i, 1:]\n",
    "    if i == 0:\n",
    "        plotsample = plt.bar(x_axis, y_axis[i])\n",
    "        samplelist.append(plotsample[0])\n",
    "    else:\n",
    "        plotsample = plt.bar(x_axis, y_axis[i], bottom=y_axis[i-1])\n",
    "        samplelist.append(plotsample[0])\n",
    "\n",
    "loc, labels = plt.xticks()\n",
    "plt.xticks(loc, x_axis, rotation='vertical')\n",
    "plt.xlabel('Sample')\n",
    "plt.ylabel('Relative abundance')\n",
    "plt.legend(samplelist, genuslist, loc=1, ncol=4)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.patches.Rectangle at 0x112583ef0>"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plotsample[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "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>Unnamed: 0</th>\n",
       "      <th>AM-F10-T1</th>\n",
       "      <th>AM-F10-T2</th>\n",
       "      <th>DA-AD-1</th>\n",
       "      <th>DA-AD-2</th>\n",
       "      <th>DA-AD-3</th>\n",
       "      <th>DA-AD-4</th>\n",
       "      <th>ES-AD-1</th>\n",
       "      <th>ES-AD-2</th>\n",
       "      <th>ES-AD-3</th>\n",
       "      <th>...</th>\n",
       "      <th>IT-AD-6</th>\n",
       "      <th>JP-AD-1</th>\n",
       "      <th>JP-AD-2</th>\n",
       "      <th>JP-AD-3</th>\n",
       "      <th>JP-AD-4</th>\n",
       "      <th>JP-AD-5</th>\n",
       "      <th>JP-AD-6</th>\n",
       "      <th>JP-AD-7</th>\n",
       "      <th>JP-AD-8</th>\n",
       "      <th>JP-AD-9</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Bacteria</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000013</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Prosthecochloris</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Chloroflexus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Dehalococcoides</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000087</td>\n",
       "      <td>0.000046</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000112</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Thermus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Listeria</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Fusobacterium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000047</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000053</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.000117</td>\n",
       "      <td>0.006231</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Streptobacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000051</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000028</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Brevibacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000002</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Acidobacteria_Gp1_Gp1</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Paenibacillus</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Bartonella</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000033</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000039</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Beijerinckia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Bradyrhizobium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000036</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000021</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000024</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Brucella</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000033</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Methylobacterium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Mesorhizobium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Rhizobium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Parvibaculum</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Paracoccus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Gluconacetobacter</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Granulibacter</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000032</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Gemella</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000015</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Azospirillum</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000026</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Macrococcus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Magnetospirillum</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Rhodospirillum</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000026</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Staphylococcus</td>\n",
       "      <td>0.000023</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000056</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Rickettsia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Pelagibacter</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>219</th>\n",
       "      <td>Actinomyces</td>\n",
       "      <td>0.000064</td>\n",
       "      <td>0.000116</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.000099</td>\n",
       "      <td>0.000260</td>\n",
       "      <td>0.000036</td>\n",
       "      <td>0.000296</td>\n",
       "      <td>0.000036</td>\n",
       "      <td>0.000099</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000532</td>\n",
       "      <td>0.000842</td>\n",
       "      <td>0.000629</td>\n",
       "      <td>0.001599</td>\n",
       "      <td>0.000151</td>\n",
       "      <td>0.000493</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000089</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>Mobiluncus</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.000046</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000043</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000044</td>\n",
       "      <td>0.000079</td>\n",
       "      <td>0.000033</td>\n",
       "      <td>0.000034</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.000013</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>Corynebacterium</td>\n",
       "      <td>0.000058</td>\n",
       "      <td>0.000367</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.000013</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000019</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000054</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000054</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>Gordonia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>Nocardia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>Anoxybacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>Rhodococcus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000036</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>Bacillus</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000023</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000015</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000021</td>\n",
       "      <td>0.000064</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>Stackebrandtia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>Brevibacterium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>Exiguobacterium</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>Kytococcus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>Geobacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000026</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>Micrococcus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>Rothia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000038</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000089</td>\n",
       "      <td>0.002539</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000733</td>\n",
       "      <td>0.000089</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>Xylanimonas</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>Oceanobacillus</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>Propionibacterium</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000032</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000013</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000131</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>Saccharopolyspora</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>Streptomyces</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>Bifidobacterium</td>\n",
       "      <td>0.055324</td>\n",
       "      <td>0.202647</td>\n",
       "      <td>0.000547</td>\n",
       "      <td>0.016547</td>\n",
       "      <td>0.027359</td>\n",
       "      <td>0.004712</td>\n",
       "      <td>0.026393</td>\n",
       "      <td>0.010604</td>\n",
       "      <td>0.003597</td>\n",
       "      <td>...</td>\n",
       "      <td>0.057686</td>\n",
       "      <td>0.020877</td>\n",
       "      <td>0.049556</td>\n",
       "      <td>0.044098</td>\n",
       "      <td>0.118112</td>\n",
       "      <td>0.090088</td>\n",
       "      <td>0.059058</td>\n",
       "      <td>0.013638</td>\n",
       "      <td>0.041361</td>\n",
       "      <td>0.015360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>Gardnerella</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000028</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>Parascardovia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000045</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>Scardovia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>Atopobium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000087</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000046</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000049</td>\n",
       "      <td>0.000057</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000105</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000031</td>\n",
       "      <td>0.000096</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>Collinsella</td>\n",
       "      <td>0.000056</td>\n",
       "      <td>0.035774</td>\n",
       "      <td>0.001438</td>\n",
       "      <td>0.005010</td>\n",
       "      <td>0.006315</td>\n",
       "      <td>0.003546</td>\n",
       "      <td>0.014804</td>\n",
       "      <td>0.000675</td>\n",
       "      <td>0.016243</td>\n",
       "      <td>...</td>\n",
       "      <td>0.072609</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010582</td>\n",
       "      <td>0.010872</td>\n",
       "      <td>0.012667</td>\n",
       "      <td>0.021776</td>\n",
       "      <td>0.007490</td>\n",
       "      <td>0.001956</td>\n",
       "      <td>0.033871</td>\n",
       "      <td>0.001379</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>Cryptobacterium</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>Eggerthella</td>\n",
       "      <td>0.001606</td>\n",
       "      <td>0.001321</td>\n",
       "      <td>0.000062</td>\n",
       "      <td>0.000222</td>\n",
       "      <td>0.000261</td>\n",
       "      <td>0.000072</td>\n",
       "      <td>0.001970</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.000276</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000307</td>\n",
       "      <td>0.000663</td>\n",
       "      <td>0.000232</td>\n",
       "      <td>0.000102</td>\n",
       "      <td>0.000083</td>\n",
       "      <td>0.001446</td>\n",
       "      <td>0.003734</td>\n",
       "      <td>0.000223</td>\n",
       "      <td>0.001479</td>\n",
       "      <td>0.000442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>Gordonibacter</td>\n",
       "      <td>0.000297</td>\n",
       "      <td>0.000486</td>\n",
       "      <td>0.000132</td>\n",
       "      <td>0.000269</td>\n",
       "      <td>0.000193</td>\n",
       "      <td>0.000105</td>\n",
       "      <td>0.000375</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.000843</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000790</td>\n",
       "      <td>0.000131</td>\n",
       "      <td>0.000245</td>\n",
       "      <td>0.000076</td>\n",
       "      <td>0.000071</td>\n",
       "      <td>0.000142</td>\n",
       "      <td>0.000208</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000195</td>\n",
       "      <td>0.000013</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>Slackia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.000057</td>\n",
       "      <td>0.000069</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000161</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.000025</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000045</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>248 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                Unnamed: 0  AM-F10-T1  AM-F10-T2   DA-AD-1   DA-AD-2  \\\n",
       "1                 Bacteria   0.000000   0.000000  0.000000  0.000013   \n",
       "2         Prosthecochloris   0.000000   0.000000  0.000000  0.000000   \n",
       "3             Chloroflexus   0.000000   0.000000  0.000000  0.000000   \n",
       "4          Dehalococcoides   0.000010   0.000000  0.000000  0.000020   \n",
       "5                  Thermus   0.000000   0.000004  0.000000  0.000000   \n",
       "6                 Listeria   0.000000   0.000000  0.000000  0.000000   \n",
       "7            Fusobacterium   0.000000   0.000000  0.000000  0.000009   \n",
       "8          Streptobacillus   0.000000   0.000005  0.000000  0.000000   \n",
       "9            Brevibacillus   0.000000   0.000000  0.000000  0.000002   \n",
       "10   Acidobacteria_Gp1_Gp1   0.000000   0.000000  0.000000  0.000000   \n",
       "11           Paenibacillus   0.000004   0.000000  0.000006  0.000000   \n",
       "12              Bartonella   0.000000   0.000000  0.000033  0.000000   \n",
       "13            Beijerinckia   0.000000   0.000000  0.000000  0.000000   \n",
       "14          Bradyrhizobium   0.000000   0.000000  0.000000  0.000000   \n",
       "15                Brucella   0.000000   0.000000  0.000000  0.000000   \n",
       "16        Methylobacterium   0.000000   0.000000  0.000000  0.000005   \n",
       "17           Mesorhizobium   0.000000   0.000000  0.000000  0.000000   \n",
       "18               Rhizobium   0.000000   0.000000  0.000000  0.000000   \n",
       "19            Parvibaculum   0.000000   0.000000  0.000000  0.000000   \n",
       "20              Paracoccus   0.000000   0.000000  0.000000  0.000000   \n",
       "21       Gluconacetobacter   0.000000   0.000000  0.000000  0.000000   \n",
       "22           Granulibacter   0.000000   0.000000  0.000000  0.000000   \n",
       "23                 Gemella   0.000007   0.000000  0.000000  0.000000   \n",
       "24            Azospirillum   0.000000   0.000000  0.000000  0.000000   \n",
       "25             Macrococcus   0.000000   0.000004  0.000000  0.000000   \n",
       "26        Magnetospirillum   0.000000   0.000000  0.000000  0.000000   \n",
       "27          Rhodospirillum   0.000000   0.000000  0.000006  0.000000   \n",
       "28          Staphylococcus   0.000023   0.000008  0.000000  0.000000   \n",
       "29              Rickettsia   0.000000   0.000000  0.000000  0.000000   \n",
       "30            Pelagibacter   0.000000   0.000000  0.000000  0.000000   \n",
       "..                     ...        ...        ...       ...       ...   \n",
       "219            Actinomyces   0.000064   0.000116  0.000012  0.000099   \n",
       "220             Mobiluncus   0.000009   0.000003  0.000000  0.000012   \n",
       "221        Corynebacterium   0.000058   0.000367  0.000008  0.000017   \n",
       "222               Gordonia   0.000000   0.000000  0.000000  0.000000   \n",
       "223               Nocardia   0.000000   0.000000  0.000000  0.000000   \n",
       "224          Anoxybacillus   0.000000   0.000000  0.000000  0.000000   \n",
       "225            Rhodococcus   0.000000   0.000000  0.000018  0.000000   \n",
       "226               Bacillus   0.000018   0.000000  0.000007  0.000023   \n",
       "227         Stackebrandtia   0.000000   0.000000  0.000004  0.000000   \n",
       "228         Brevibacterium   0.000000   0.000000  0.000000  0.000000   \n",
       "229        Exiguobacterium   0.000005   0.000000  0.000000  0.000000   \n",
       "230             Kytococcus   0.000000   0.000000  0.000000  0.000000   \n",
       "231            Geobacillus   0.000000   0.000000  0.000000  0.000026   \n",
       "232            Micrococcus   0.000000   0.000000  0.000000  0.000000   \n",
       "233                 Rothia   0.000000   0.000000  0.000000  0.000012   \n",
       "234            Xylanimonas   0.000000   0.000000  0.000000  0.000000   \n",
       "235         Oceanobacillus   0.000000   0.000000  0.000000  0.000025   \n",
       "236      Propionibacterium   0.000022   0.000003  0.000000  0.000032   \n",
       "237      Saccharopolyspora   0.000000   0.000000  0.000000  0.000000   \n",
       "238           Streptomyces   0.000000   0.000000  0.000000  0.000000   \n",
       "239        Bifidobacterium   0.055324   0.202647  0.000547  0.016547   \n",
       "240            Gardnerella   0.000000   0.000000  0.000000  0.000000   \n",
       "241          Parascardovia   0.000000   0.000000  0.000000  0.000000   \n",
       "242              Scardovia   0.000000   0.000000  0.000000  0.000000   \n",
       "243              Atopobium   0.000000   0.000020  0.000018  0.000087   \n",
       "244            Collinsella   0.000056   0.035774  0.001438  0.005010   \n",
       "245        Cryptobacterium   0.000000   0.000000  0.000000  0.000009   \n",
       "246            Eggerthella   0.001606   0.001321  0.000062  0.000222   \n",
       "247          Gordonibacter   0.000297   0.000486  0.000132  0.000269   \n",
       "248                Slackia   0.000000   0.000025  0.000040  0.000057   \n",
       "\n",
       "      DA-AD-3   DA-AD-4   ES-AD-1   ES-AD-2   ES-AD-3    ...      IT-AD-6  \\\n",
       "1    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "2    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "3    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "4    0.000000  0.000087  0.000046  0.000000  0.000000    ...     0.000111   \n",
       "5    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "6    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "7    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "8    0.000051  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "9    0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "10   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "11   0.000006  0.000004  0.000000  0.000000  0.000000    ...     0.000011   \n",
       "12   0.000000  0.000039  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "13   0.000000  0.000007  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "14   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "15   0.000000  0.000033  0.000000  0.000000  0.000009    ...     0.000000   \n",
       "16   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "17   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "18   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "19   0.000000  0.000000  0.000000  0.000000  0.000008    ...     0.000000   \n",
       "20   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "21   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "22   0.000000  0.000016  0.000000  0.000032  0.000000    ...     0.000000   \n",
       "23   0.000000  0.000000  0.000000  0.000015  0.000000    ...     0.000000   \n",
       "24   0.000000  0.000026  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "25   0.000000  0.000014  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "26   0.000000  0.000027  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "27   0.000000  0.000026  0.000000  0.000007  0.000025    ...     0.000000   \n",
       "28   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "29   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "30   0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "..        ...       ...       ...       ...       ...    ...          ...   \n",
       "219  0.000260  0.000036  0.000296  0.000036  0.000099    ...     0.000532   \n",
       "220  0.000046  0.000016  0.000030  0.000006  0.000043    ...     0.000044   \n",
       "221  0.000000  0.000011  0.000013  0.000008  0.000018    ...     0.000018   \n",
       "222  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "223  0.000000  0.000005  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "224  0.000000  0.000020  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "225  0.000022  0.000036  0.000016  0.000000  0.000000    ...     0.000008   \n",
       "226  0.000000  0.000014  0.000000  0.000006  0.000004    ...     0.000000   \n",
       "227  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "228  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "229  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "230  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000020   \n",
       "231  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "232  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "233  0.000000  0.000038  0.000000  0.000000  0.000000    ...     0.000048   \n",
       "234  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "235  0.000000  0.000008  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "236  0.000011  0.000000  0.000027  0.000000  0.000000    ...     0.000022   \n",
       "237  0.000003  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "238  0.000003  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "239  0.027359  0.004712  0.026393  0.010604  0.003597    ...     0.057686   \n",
       "240  0.000000  0.000000  0.000027  0.000000  0.000000    ...     0.000000   \n",
       "241  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "242  0.000000  0.000000  0.000000  0.000000  0.000000    ...     0.000000   \n",
       "243  0.000000  0.000025  0.000046  0.000010  0.000000    ...     0.000000   \n",
       "244  0.006315  0.003546  0.014804  0.000675  0.016243    ...     0.072609   \n",
       "245  0.000000  0.000000  0.000000  0.000000  0.000018    ...     0.000000   \n",
       "246  0.000261  0.000072  0.001970  0.000040  0.000276    ...     0.000307   \n",
       "247  0.000193  0.000105  0.000375  0.000040  0.000843    ...     0.000790   \n",
       "248  0.000069  0.000014  0.000000  0.000009  0.000009    ...     0.000161   \n",
       "\n",
       "      JP-AD-1   JP-AD-2   JP-AD-3   JP-AD-4   JP-AD-5   JP-AD-6   JP-AD-7  \\\n",
       "1    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "2    0.000000  0.000000  0.000030  0.000000  0.000000  0.000000  0.000000   \n",
       "3    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "4    0.000000  0.000000  0.000112  0.000000  0.000000  0.000000  0.000000   \n",
       "5    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "6    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "7    0.000000  0.000047  0.000000  0.000053  0.000050  0.000117  0.006231   \n",
       "8    0.000028  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "9    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "10   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "11   0.000000  0.000000  0.000000  0.000000  0.000012  0.000000  0.000000   \n",
       "12   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "13   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "14   0.000010  0.000000  0.000036  0.000000  0.000021  0.000000  0.000024   \n",
       "15   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "16   0.000000  0.000000  0.000014  0.000000  0.000000  0.000000  0.000000   \n",
       "17   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "18   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "19   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "20   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "21   0.000000  0.000000  0.000000  0.000000  0.000022  0.000000  0.000000   \n",
       "22   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "23   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "24   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "25   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "26   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "27   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "28   0.000056  0.000014  0.000000  0.000000  0.000303  0.000000  0.000000   \n",
       "29   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "30   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "..        ...       ...       ...       ...       ...       ...       ...   \n",
       "219  0.000842  0.000629  0.001599  0.000151  0.000493  0.000000  0.000089   \n",
       "220  0.000079  0.000033  0.000034  0.000000  0.000000  0.000000  0.000000   \n",
       "221  0.000019  0.000011  0.000000  0.000054  0.000000  0.000054  0.000000   \n",
       "222  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "223  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "224  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "225  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "226  0.000000  0.000015  0.000000  0.000021  0.000064  0.000000  0.000000   \n",
       "227  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "228  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "229  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "230  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "231  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "232  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "233  0.000000  0.000089  0.002539  0.000000  0.000733  0.000089  0.000000   \n",
       "234  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "235  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "236  0.000013  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "237  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "238  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "239  0.020877  0.049556  0.044098  0.118112  0.090088  0.059058  0.013638   \n",
       "240  0.000000  0.000000  0.000000  0.000028  0.000000  0.000000  0.000000   \n",
       "241  0.000000  0.000000  0.000000  0.000000  0.000045  0.000000  0.000000   \n",
       "242  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "243  0.000000  0.000049  0.000057  0.000000  0.000105  0.000000  0.000000   \n",
       "244  0.000000  0.010582  0.010872  0.012667  0.021776  0.007490  0.001956   \n",
       "245  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "246  0.000663  0.000232  0.000102  0.000083  0.001446  0.003734  0.000223   \n",
       "247  0.000131  0.000245  0.000076  0.000071  0.000142  0.000208  0.000000   \n",
       "248  0.000030  0.000025  0.000000  0.000000  0.000045  0.000000  0.000000   \n",
       "\n",
       "      JP-AD-8   JP-AD-9  \n",
       "1    0.000000  0.000000  \n",
       "2    0.000000  0.000000  \n",
       "3    0.000000  0.000000  \n",
       "4    0.000000  0.000000  \n",
       "5    0.000000  0.000000  \n",
       "6    0.000000  0.000000  \n",
       "7    0.000025  0.000000  \n",
       "8    0.000000  0.000000  \n",
       "9    0.000000  0.000000  \n",
       "10   0.000000  0.000000  \n",
       "11   0.000000  0.000000  \n",
       "12   0.000000  0.000000  \n",
       "13   0.000000  0.000000  \n",
       "14   0.000000  0.000000  \n",
       "15   0.000000  0.000000  \n",
       "16   0.000000  0.000000  \n",
       "17   0.000000  0.000000  \n",
       "18   0.000000  0.000000  \n",
       "19   0.000000  0.000000  \n",
       "20   0.000000  0.000000  \n",
       "21   0.000000  0.000000  \n",
       "22   0.000000  0.000000  \n",
       "23   0.000000  0.000000  \n",
       "24   0.000000  0.000000  \n",
       "25   0.000000  0.000000  \n",
       "26   0.000000  0.000000  \n",
       "27   0.000000  0.000000  \n",
       "28   0.000000  0.000000  \n",
       "29   0.000000  0.000000  \n",
       "30   0.000000  0.000000  \n",
       "..        ...       ...  \n",
       "219  0.000000  0.000000  \n",
       "220  0.000016  0.000013  \n",
       "221  0.000000  0.000000  \n",
       "222  0.000000  0.000000  \n",
       "223  0.000000  0.000000  \n",
       "224  0.000000  0.000000  \n",
       "225  0.000000  0.000000  \n",
       "226  0.000000  0.000000  \n",
       "227  0.000000  0.000000  \n",
       "228  0.000000  0.000000  \n",
       "229  0.000000  0.000000  \n",
       "230  0.000000  0.000000  \n",
       "231  0.000000  0.000000  \n",
       "232  0.000000  0.000000  \n",
       "233  0.000000  0.000000  \n",
       "234  0.000000  0.000000  \n",
       "235  0.000000  0.000000  \n",
       "236  0.000131  0.000000  \n",
       "237  0.000000  0.000000  \n",
       "238  0.000000  0.000000  \n",
       "239  0.041361  0.015360  \n",
       "240  0.000000  0.000054  \n",
       "241  0.000000  0.000000  \n",
       "242  0.000000  0.000000  \n",
       "243  0.000031  0.000096  \n",
       "244  0.033871  0.001379  \n",
       "245  0.000000  0.000000  \n",
       "246  0.001479  0.000442  \n",
       "247  0.000195  0.000013  \n",
       "248  0.000000  0.000000  \n",
       "\n",
       "[248 rows x 34 columns]"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [],
   "source": [
    "countrylist = Table.columns[1:].tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 148,
   "metadata": {},
   "outputs": [],
   "source": [
    "from collections import OrderedDict\n",
    "country_code = list(OrderedDict.fromkeys([i[:2] for i in countrylist]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 149,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['AM', 'DA', 'ES', 'FR', 'IT', 'JP']"
      ]
     },
     "execution_count": 149,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "country_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 199,
   "metadata": {},
   "outputs": [],
   "source": [
    "Table_by_country = []\n",
    "\n",
    "for i in country_code:\n",
    "    Table_by_country.append(Table.filter(like=i, axis=1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 200,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[     AM-F10-T1  AM-F10-T2\n",
       " 1     0.000000   0.000000\n",
       " 2     0.000000   0.000000\n",
       " 3     0.000000   0.000000\n",
       " 4     0.000010   0.000000\n",
       " 5     0.000000   0.000004\n",
       " 6     0.000000   0.000000\n",
       " 7     0.000000   0.000000\n",
       " 8     0.000000   0.000005\n",
       " 9     0.000000   0.000000\n",
       " 10    0.000000   0.000000\n",
       " 11    0.000004   0.000000\n",
       " 12    0.000000   0.000000\n",
       " 13    0.000000   0.000000\n",
       " 14    0.000000   0.000000\n",
       " 15    0.000000   0.000000\n",
       " 16    0.000000   0.000000\n",
       " 17    0.000000   0.000000\n",
       " 18    0.000000   0.000000\n",
       " 19    0.000000   0.000000\n",
       " 20    0.000000   0.000000\n",
       " 21    0.000000   0.000000\n",
       " 22    0.000000   0.000000\n",
       " 23    0.000007   0.000000\n",
       " 24    0.000000   0.000000\n",
       " 25    0.000000   0.000004\n",
       " 26    0.000000   0.000000\n",
       " 27    0.000000   0.000000\n",
       " 28    0.000023   0.000008\n",
       " 29    0.000000   0.000000\n",
       " 30    0.000000   0.000000\n",
       " ..         ...        ...\n",
       " 219   0.000064   0.000116\n",
       " 220   0.000009   0.000003\n",
       " 221   0.000058   0.000367\n",
       " 222   0.000000   0.000000\n",
       " 223   0.000000   0.000000\n",
       " 224   0.000000   0.000000\n",
       " 225   0.000000   0.000000\n",
       " 226   0.000018   0.000000\n",
       " 227   0.000000   0.000000\n",
       " 228   0.000000   0.000000\n",
       " 229   0.000005   0.000000\n",
       " 230   0.000000   0.000000\n",
       " 231   0.000000   0.000000\n",
       " 232   0.000000   0.000000\n",
       " 233   0.000000   0.000000\n",
       " 234   0.000000   0.000000\n",
       " 235   0.000000   0.000000\n",
       " 236   0.000022   0.000003\n",
       " 237   0.000000   0.000000\n",
       " 238   0.000000   0.000000\n",
       " 239   0.055324   0.202647\n",
       " 240   0.000000   0.000000\n",
       " 241   0.000000   0.000000\n",
       " 242   0.000000   0.000000\n",
       " 243   0.000000   0.000020\n",
       " 244   0.000056   0.035774\n",
       " 245   0.000000   0.000000\n",
       " 246   0.001606   0.001321\n",
       " 247   0.000297   0.000486\n",
       " 248   0.000000   0.000025\n",
       " \n",
       " [248 rows x 2 columns],       DA-AD-1   DA-AD-2   DA-AD-3   DA-AD-4\n",
       " 1    0.000000  0.000013  0.000000  0.000000\n",
       " 2    0.000000  0.000000  0.000000  0.000000\n",
       " 3    0.000000  0.000000  0.000000  0.000000\n",
       " 4    0.000000  0.000020  0.000000  0.000087\n",
       " 5    0.000000  0.000000  0.000000  0.000000\n",
       " 6    0.000000  0.000000  0.000000  0.000000\n",
       " 7    0.000000  0.000009  0.000000  0.000000\n",
       " 8    0.000000  0.000000  0.000051  0.000000\n",
       " 9    0.000000  0.000002  0.000000  0.000000\n",
       " 10   0.000000  0.000000  0.000000  0.000000\n",
       " 11   0.000006  0.000000  0.000006  0.000004\n",
       " 12   0.000033  0.000000  0.000000  0.000039\n",
       " 13   0.000000  0.000000  0.000000  0.000007\n",
       " 14   0.000000  0.000000  0.000000  0.000000\n",
       " 15   0.000000  0.000000  0.000000  0.000033\n",
       " 16   0.000000  0.000005  0.000000  0.000000\n",
       " 17   0.000000  0.000000  0.000000  0.000000\n",
       " 18   0.000000  0.000000  0.000000  0.000000\n",
       " 19   0.000000  0.000000  0.000000  0.000000\n",
       " 20   0.000000  0.000000  0.000000  0.000000\n",
       " 21   0.000000  0.000000  0.000000  0.000000\n",
       " 22   0.000000  0.000000  0.000000  0.000016\n",
       " 23   0.000000  0.000000  0.000000  0.000000\n",
       " 24   0.000000  0.000000  0.000000  0.000026\n",
       " 25   0.000000  0.000000  0.000000  0.000014\n",
       " 26   0.000000  0.000000  0.000000  0.000027\n",
       " 27   0.000006  0.000000  0.000000  0.000026\n",
       " 28   0.000000  0.000000  0.000000  0.000000\n",
       " 29   0.000000  0.000000  0.000000  0.000000\n",
       " 30   0.000000  0.000000  0.000000  0.000000\n",
       " ..        ...       ...       ...       ...\n",
       " 219  0.000012  0.000099  0.000260  0.000036\n",
       " 220  0.000000  0.000012  0.000046  0.000016\n",
       " 221  0.000008  0.000017  0.000000  0.000011\n",
       " 222  0.000000  0.000000  0.000000  0.000000\n",
       " 223  0.000000  0.000000  0.000000  0.000005\n",
       " 224  0.000000  0.000000  0.000000  0.000020\n",
       " 225  0.000018  0.000000  0.000022  0.000036\n",
       " 226  0.000007  0.000023  0.000000  0.000014\n",
       " 227  0.000004  0.000000  0.000000  0.000000\n",
       " 228  0.000000  0.000000  0.000000  0.000000\n",
       " 229  0.000000  0.000000  0.000000  0.000000\n",
       " 230  0.000000  0.000000  0.000000  0.000000\n",
       " 231  0.000000  0.000026  0.000000  0.000000\n",
       " 232  0.000000  0.000000  0.000000  0.000000\n",
       " 233  0.000000  0.000012  0.000000  0.000038\n",
       " 234  0.000000  0.000000  0.000000  0.000000\n",
       " 235  0.000000  0.000025  0.000000  0.000008\n",
       " 236  0.000000  0.000032  0.000011  0.000000\n",
       " 237  0.000000  0.000000  0.000003  0.000000\n",
       " 238  0.000000  0.000000  0.000003  0.000000\n",
       " 239  0.000547  0.016547  0.027359  0.004712\n",
       " 240  0.000000  0.000000  0.000000  0.000000\n",
       " 241  0.000000  0.000000  0.000000  0.000000\n",
       " 242  0.000000  0.000000  0.000000  0.000000\n",
       " 243  0.000018  0.000087  0.000000  0.000025\n",
       " 244  0.001438  0.005010  0.006315  0.003546\n",
       " 245  0.000000  0.000009  0.000000  0.000000\n",
       " 246  0.000062  0.000222  0.000261  0.000072\n",
       " 247  0.000132  0.000269  0.000193  0.000105\n",
       " 248  0.000040  0.000057  0.000069  0.000014\n",
       " \n",
       " [248 rows x 4 columns],       ES-AD-1   ES-AD-2   ES-AD-3   ES-AD-4\n",
       " 1    0.000000  0.000000  0.000000  0.000000\n",
       " 2    0.000000  0.000000  0.000000  0.000000\n",
       " 3    0.000000  0.000000  0.000000  0.000000\n",
       " 4    0.000046  0.000000  0.000000  0.000060\n",
       " 5    0.000000  0.000000  0.000000  0.000000\n",
       " 6    0.000000  0.000000  0.000000  0.000000\n",
       " 7    0.000000  0.000000  0.000000  0.000022\n",
       " 8    0.000000  0.000000  0.000000  0.000000\n",
       " 9    0.000000  0.000000  0.000000  0.000000\n",
       " 10   0.000000  0.000000  0.000000  0.000000\n",
       " 11   0.000000  0.000000  0.000000  0.000002\n",
       " 12   0.000000  0.000000  0.000000  0.000000\n",
       " 13   0.000000  0.000000  0.000000  0.000000\n",
       " 14   0.000000  0.000000  0.000000  0.000000\n",
       " 15   0.000000  0.000000  0.000009  0.000000\n",
       " 16   0.000000  0.000000  0.000000  0.000000\n",
       " 17   0.000000  0.000000  0.000000  0.000004\n",
       " 18   0.000000  0.000000  0.000000  0.000000\n",
       " 19   0.000000  0.000000  0.000008  0.000008\n",
       " 20   0.000000  0.000000  0.000000  0.000000\n",
       " 21   0.000000  0.000000  0.000000  0.000000\n",
       " 22   0.000000  0.000032  0.000000  0.000000\n",
       " 23   0.000000  0.000015  0.000000  0.000000\n",
       " 24   0.000000  0.000000  0.000000  0.000000\n",
       " 25   0.000000  0.000000  0.000000  0.000000\n",
       " 26   0.000000  0.000000  0.000000  0.000000\n",
       " 27   0.000000  0.000007  0.000025  0.000000\n",
       " 28   0.000000  0.000000  0.000000  0.000000\n",
       " 29   0.000000  0.000000  0.000000  0.000000\n",
       " 30   0.000000  0.000000  0.000000  0.000000\n",
       " ..        ...       ...       ...       ...\n",
       " 219  0.000296  0.000036  0.000099  0.000110\n",
       " 220  0.000030  0.000006  0.000043  0.000025\n",
       " 221  0.000013  0.000008  0.000018  0.000010\n",
       " 222  0.000000  0.000000  0.000000  0.000000\n",
       " 223  0.000000  0.000000  0.000000  0.000000\n",
       " 224  0.000000  0.000000  0.000000  0.000010\n",
       " 225  0.000016  0.000000  0.000000  0.000000\n",
       " 226  0.000000  0.000006  0.000004  0.000000\n",
       " 227  0.000000  0.000000  0.000000  0.000000\n",
       " 228  0.000000  0.000000  0.000000  0.000000\n",
       " 229  0.000000  0.000000  0.000000  0.000000\n",
       " 230  0.000000  0.000000  0.000000  0.000000\n",
       " 231  0.000000  0.000000  0.000000  0.000000\n",
       " 232  0.000000  0.000000  0.000000  0.000000\n",
       " 233  0.000000  0.000000  0.000000  0.000000\n",
       " 234  0.000000  0.000000  0.000000  0.000000\n",
       " 235  0.000000  0.000000  0.000000  0.000000\n",
       " 236  0.000027  0.000000  0.000000  0.000202\n",
       " 237  0.000000  0.000000  0.000000  0.000000\n",
       " 238  0.000000  0.000000  0.000000  0.000000\n",
       " 239  0.026393  0.010604  0.003597  0.015179\n",
       " 240  0.000027  0.000000  0.000000  0.000015\n",
       " 241  0.000000  0.000000  0.000000  0.000000\n",
       " 242  0.000000  0.000000  0.000000  0.000000\n",
       " 243  0.000046  0.000010  0.000000  0.000037\n",
       " 244  0.014804  0.000675  0.016243  0.000139\n",
       " 245  0.000000  0.000000  0.000018  0.000000\n",
       " 246  0.001970  0.000040  0.000276  0.001204\n",
       " 247  0.000375  0.000040  0.000843  0.000778\n",
       " 248  0.000000  0.000009  0.000009  0.000012\n",
       " \n",
       " [248 rows x 4 columns],       FR-AD-1   FR-AD-2   FR-AD-3   FR-AD-4   FR-AD-5   FR-AD-6   FR-AD-7  \\\n",
       " 1    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 2    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 3    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 4    0.000000  0.000000  0.000043  0.000057  0.000033  0.000036  0.000000   \n",
       " 5    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 6    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 7    0.000000  0.000000  0.000037  0.000045  0.000000  0.000016  0.000000   \n",
       " 8    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 9    0.000000  0.000000  0.000000  0.000009  0.000000  0.000000  0.000000   \n",
       " 10   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 11   0.000015  0.000016  0.000009  0.000045  0.000000  0.000000  0.000008   \n",
       " 12   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 13   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 14   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 15   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 16   0.000000  0.000009  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 17   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 18   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 19   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 20   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 21   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 22   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 23   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 24   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 25   0.000000  0.000000  0.000000  0.000000  0.000000  0.000025  0.000000   \n",
       " 26   0.000000  0.000023  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 27   0.000000  0.000013  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 28   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 29   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 30   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " ..        ...       ...       ...       ...       ...       ...       ...   \n",
       " 219  0.000349  0.000047  0.000208  0.000850  0.000040  0.000561  0.000230   \n",
       " 220  0.000019  0.000023  0.000026  0.000008  0.000007  0.000000  0.000018   \n",
       " 221  0.000035  0.000270  0.000008  0.000012  0.000019  0.000098  0.000021   \n",
       " 222  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 223  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 224  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 225  0.000017  0.000000  0.000000  0.000009  0.000037  0.000025  0.000000   \n",
       " 226  0.000000  0.000000  0.000028  0.000000  0.000018  0.000000  0.000000   \n",
       " 227  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 228  0.000021  0.000066  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 229  0.000000  0.000019  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 230  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 231  0.000000  0.000000  0.000000  0.000000  0.000013  0.000000  0.000000   \n",
       " 232  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 233  0.000023  0.000100  0.000000  0.000025  0.000000  0.000146  0.000025   \n",
       " 234  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 235  0.000014  0.000000  0.000000  0.000015  0.000027  0.000000  0.000000   \n",
       " 236  0.000223  0.000176  0.000000  0.000000  0.000020  0.000000  0.000043   \n",
       " 237  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 238  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 239  0.051387  0.027432  0.006203  0.023731  0.113850  0.008582  0.000375   \n",
       " 240  0.000000  0.000018  0.000000  0.000000  0.000000  0.000016  0.000000   \n",
       " 241  0.000028  0.000000  0.000000  0.000000  0.000000  0.000056  0.000000   \n",
       " 242  0.000000  0.000000  0.000000  0.000000  0.000000  0.000162  0.000000   \n",
       " 243  0.000136  0.000000  0.000041  0.000036  0.000000  0.000033  0.000036   \n",
       " 244  0.018951  0.001633  0.003988  0.002604  0.015548  0.027231  0.000289   \n",
       " 245  0.000000  0.000000  0.000000  0.000034  0.000030  0.000000  0.000017   \n",
       " 246  0.000658  0.000219  0.000095  0.000156  0.000188  0.000317  0.000795   \n",
       " 247  0.002262  0.000232  0.000953  0.000324  0.000380  0.000265  0.000254   \n",
       " 248  0.000179  0.000000  0.000020  0.000026  0.000015  0.000160  0.000018   \n",
       " \n",
       "       FR-AD-8  \n",
       " 1    0.000000  \n",
       " 2    0.000000  \n",
       " 3    0.000000  \n",
       " 4    0.000038  \n",
       " 5    0.000000  \n",
       " 6    0.000000  \n",
       " 7    0.000000  \n",
       " 8    0.000000  \n",
       " 9    0.000000  \n",
       " 10   0.000000  \n",
       " 11   0.000000  \n",
       " 12   0.000000  \n",
       " 13   0.000000  \n",
       " 14   0.000000  \n",
       " 15   0.000000  \n",
       " 16   0.000000  \n",
       " 17   0.000000  \n",
       " 18   0.000000  \n",
       " 19   0.000000  \n",
       " 20   0.000000  \n",
       " 21   0.000000  \n",
       " 22   0.000000  \n",
       " 23   0.000000  \n",
       " 24   0.000000  \n",
       " 25   0.000000  \n",
       " 26   0.000011  \n",
       " 27   0.000000  \n",
       " 28   0.000072  \n",
       " 29   0.000000  \n",
       " 30   0.000000  \n",
       " ..        ...  \n",
       " 219  0.000046  \n",
       " 220  0.000045  \n",
       " 221  0.000029  \n",
       " 222  0.000000  \n",
       " 223  0.000000  \n",
       " 224  0.000000  \n",
       " 225  0.000000  \n",
       " 226  0.000000  \n",
       " 227  0.000000  \n",
       " 228  0.000000  \n",
       " 229  0.000000  \n",
       " 230  0.000000  \n",
       " 231  0.000000  \n",
       " 232  0.000000  \n",
       " 233  0.000000  \n",
       " 234  0.000000  \n",
       " 235  0.000000  \n",
       " 236  0.000000  \n",
       " 237  0.000000  \n",
       " 238  0.000000  \n",
       " 239  0.003486  \n",
       " 240  0.000011  \n",
       " 241  0.000000  \n",
       " 242  0.000000  \n",
       " 243  0.000013  \n",
       " 244  0.042649  \n",
       " 245  0.000034  \n",
       " 246  0.000409  \n",
       " 247  0.001279  \n",
       " 248  0.000026  \n",
       " \n",
       " [248 rows x 8 columns],       IT-AD-1   IT-AD-2   IT-AD-3   IT-AD-4   IT-AD-5   IT-AD-6\n",
       " 1    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 2    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 3    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 4    0.001136  0.000000  0.000040  0.000000  0.000000  0.000111\n",
       " 5    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 6    0.000000  0.000020  0.000000  0.000000  0.000000  0.000000\n",
       " 7    0.000000  0.000000  0.000000  0.000044  0.000000  0.000000\n",
       " 8    0.000000  0.000000  0.000035  0.000000  0.000000  0.000000\n",
       " 9    0.000000  0.000010  0.000000  0.000000  0.000000  0.000000\n",
       " 10   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 11   0.000000  0.000000  0.000000  0.000000  0.000000  0.000011\n",
       " 12   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 13   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 14   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 15   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 16   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 17   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 18   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 19   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 20   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 21   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 22   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 23   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 24   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 25   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 26   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 27   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 28   0.000011  0.000007  0.000000  0.000000  0.000000  0.000000\n",
       " 29   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 30   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " ..        ...       ...       ...       ...       ...       ...\n",
       " 219  0.000348  0.000737  0.000121  0.001766  0.001154  0.000532\n",
       " 220  0.000000  0.000000  0.000000  0.000000  0.000022  0.000044\n",
       " 221  0.000096  0.000025  0.000045  0.000025  0.000005  0.000018\n",
       " 222  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 223  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 224  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 225  0.000028  0.000000  0.000135  0.000000  0.000008  0.000008\n",
       " 226  0.000000  0.000046  0.000000  0.000000  0.000006  0.000000\n",
       " 227  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 228  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 229  0.000000  0.000000  0.000000  0.000000  0.000012  0.000000\n",
       " 230  0.000000  0.000000  0.000000  0.000000  0.000000  0.000020\n",
       " 231  0.000000  0.000000  0.000000  0.000000  0.000015  0.000000\n",
       " 232  0.000008  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 233  0.000052  0.000025  0.000026  0.000147  0.000097  0.000048\n",
       " 234  0.000016  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 235  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 236  0.000019  0.000000  0.000000  0.000014  0.000022  0.000022\n",
       " 237  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 238  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000\n",
       " 239  0.061165  0.090656  0.057296  0.037611  0.042514  0.057686\n",
       " 240  0.000000  0.000000  0.000000  0.000017  0.000000  0.000000\n",
       " 241  0.000062  0.000095  0.000000  0.000000  0.000000  0.000000\n",
       " 242  0.000000  0.000000  0.000000  0.000061  0.000030  0.000000\n",
       " 243  0.000000  0.000039  0.000000  0.000036  0.000035  0.000000\n",
       " 244  0.000047  0.018216  0.029125  0.048994  0.022242  0.072609\n",
       " 245  0.000000  0.000000  0.000036  0.000068  0.000000  0.000000\n",
       " 246  0.027921  0.004420  0.000825  0.000345  0.000845  0.000307\n",
       " 247  0.000368  0.002967  0.000438  0.000478  0.000957  0.000790\n",
       " 248  0.000084  0.000033  0.000028  0.000082  0.000084  0.000161\n",
       " \n",
       " [248 rows x 6 columns],       JP-AD-1   JP-AD-2   JP-AD-3   JP-AD-4   JP-AD-5   JP-AD-6   JP-AD-7  \\\n",
       " 1    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 2    0.000000  0.000000  0.000030  0.000000  0.000000  0.000000  0.000000   \n",
       " 3    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 4    0.000000  0.000000  0.000112  0.000000  0.000000  0.000000  0.000000   \n",
       " 5    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 6    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 7    0.000000  0.000047  0.000000  0.000053  0.000050  0.000117  0.006231   \n",
       " 8    0.000028  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 9    0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 10   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 11   0.000000  0.000000  0.000000  0.000000  0.000012  0.000000  0.000000   \n",
       " 12   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 13   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 14   0.000010  0.000000  0.000036  0.000000  0.000021  0.000000  0.000024   \n",
       " 15   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 16   0.000000  0.000000  0.000014  0.000000  0.000000  0.000000  0.000000   \n",
       " 17   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 18   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 19   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 20   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 21   0.000000  0.000000  0.000000  0.000000  0.000022  0.000000  0.000000   \n",
       " 22   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 23   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 24   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 25   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 26   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 27   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 28   0.000056  0.000014  0.000000  0.000000  0.000303  0.000000  0.000000   \n",
       " 29   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 30   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " ..        ...       ...       ...       ...       ...       ...       ...   \n",
       " 219  0.000842  0.000629  0.001599  0.000151  0.000493  0.000000  0.000089   \n",
       " 220  0.000079  0.000033  0.000034  0.000000  0.000000  0.000000  0.000000   \n",
       " 221  0.000019  0.000011  0.000000  0.000054  0.000000  0.000054  0.000000   \n",
       " 222  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 223  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 224  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 225  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 226  0.000000  0.000015  0.000000  0.000021  0.000064  0.000000  0.000000   \n",
       " 227  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 228  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 229  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 230  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 231  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 232  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 233  0.000000  0.000089  0.002539  0.000000  0.000733  0.000089  0.000000   \n",
       " 234  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 235  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 236  0.000013  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 237  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 238  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 239  0.020877  0.049556  0.044098  0.118112  0.090088  0.059058  0.013638   \n",
       " 240  0.000000  0.000000  0.000000  0.000028  0.000000  0.000000  0.000000   \n",
       " 241  0.000000  0.000000  0.000000  0.000000  0.000045  0.000000  0.000000   \n",
       " 242  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 243  0.000000  0.000049  0.000057  0.000000  0.000105  0.000000  0.000000   \n",
       " 244  0.000000  0.010582  0.010872  0.012667  0.021776  0.007490  0.001956   \n",
       " 245  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       " 246  0.000663  0.000232  0.000102  0.000083  0.001446  0.003734  0.000223   \n",
       " 247  0.000131  0.000245  0.000076  0.000071  0.000142  0.000208  0.000000   \n",
       " 248  0.000030  0.000025  0.000000  0.000000  0.000045  0.000000  0.000000   \n",
       " \n",
       "       JP-AD-8   JP-AD-9  \n",
       " 1    0.000000  0.000000  \n",
       " 2    0.000000  0.000000  \n",
       " 3    0.000000  0.000000  \n",
       " 4    0.000000  0.000000  \n",
       " 5    0.000000  0.000000  \n",
       " 6    0.000000  0.000000  \n",
       " 7    0.000025  0.000000  \n",
       " 8    0.000000  0.000000  \n",
       " 9    0.000000  0.000000  \n",
       " 10   0.000000  0.000000  \n",
       " 11   0.000000  0.000000  \n",
       " 12   0.000000  0.000000  \n",
       " 13   0.000000  0.000000  \n",
       " 14   0.000000  0.000000  \n",
       " 15   0.000000  0.000000  \n",
       " 16   0.000000  0.000000  \n",
       " 17   0.000000  0.000000  \n",
       " 18   0.000000  0.000000  \n",
       " 19   0.000000  0.000000  \n",
       " 20   0.000000  0.000000  \n",
       " 21   0.000000  0.000000  \n",
       " 22   0.000000  0.000000  \n",
       " 23   0.000000  0.000000  \n",
       " 24   0.000000  0.000000  \n",
       " 25   0.000000  0.000000  \n",
       " 26   0.000000  0.000000  \n",
       " 27   0.000000  0.000000  \n",
       " 28   0.000000  0.000000  \n",
       " 29   0.000000  0.000000  \n",
       " 30   0.000000  0.000000  \n",
       " ..        ...       ...  \n",
       " 219  0.000000  0.000000  \n",
       " 220  0.000016  0.000013  \n",
       " 221  0.000000  0.000000  \n",
       " 222  0.000000  0.000000  \n",
       " 223  0.000000  0.000000  \n",
       " 224  0.000000  0.000000  \n",
       " 225  0.000000  0.000000  \n",
       " 226  0.000000  0.000000  \n",
       " 227  0.000000  0.000000  \n",
       " 228  0.000000  0.000000  \n",
       " 229  0.000000  0.000000  \n",
       " 230  0.000000  0.000000  \n",
       " 231  0.000000  0.000000  \n",
       " 232  0.000000  0.000000  \n",
       " 233  0.000000  0.000000  \n",
       " 234  0.000000  0.000000  \n",
       " 235  0.000000  0.000000  \n",
       " 236  0.000131  0.000000  \n",
       " 237  0.000000  0.000000  \n",
       " 238  0.000000  0.000000  \n",
       " 239  0.041361  0.015360  \n",
       " 240  0.000000  0.000054  \n",
       " 241  0.000000  0.000000  \n",
       " 242  0.000000  0.000000  \n",
       " 243  0.000031  0.000096  \n",
       " 244  0.033871  0.001379  \n",
       " 245  0.000000  0.000000  \n",
       " 246  0.001479  0.000442  \n",
       " 247  0.000195  0.000013  \n",
       " 248  0.000000  0.000000  \n",
       " \n",
       " [248 rows x 9 columns]]"
      ]
     },
     "execution_count": 200,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Table_by_country"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "metadata": {},
   "outputs": [],
   "source": [
    "Tablecountry = pd.concat(Table_by_country, axis=1, keys=country_code)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "metadata": {},
   "outputs": [],
   "source": [
    "genusseries = Table.iloc[:,0].tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "metadata": {},
   "outputs": [],
   "source": [
    "Tablecountry.index = genusseries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 206,
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in range(len(Table_by_country)):\n",
    "    Table_by_country[i] = pd.concat([Table.iloc[:,0], Table_by_country[i]], axis=1)\n",
    "    Table_by_country[i].rename(columns={'Unnamed: 0': 'Genus'}, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 151,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6"
      ]
     },
     "execution_count": 151,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(country_code)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 208,
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in range(len(Table_by_country)):\n",
    "    filename = '/Users/felix/kadai2' + country_code[i] + '.txt'\n",
    "    Table_by_country[i].to_csv(filename, sep='\\t', mode='w+')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 233,
   "metadata": {},
   "outputs": [],
   "source": [
    "import scipy\n",
    "import scipy.stats\n",
    "from scipy.stats import mannwhitneyu as u_test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 210,
   "metadata": {},
   "outputs": [],
   "source": [
    "tabletuple = [(country_code[i], Table_by_country[i]) for i in range(len(country_code))]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 211,
   "metadata": {},
   "outputs": [],
   "source": [
    "countrytotabledict = {k:v for k,v in tabletuple}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 220,
   "metadata": {},
   "outputs": [],
   "source": [
    "tmpdf = countrytotabledict['JP']\n",
    "JPsamplelist = tmpdf.loc[tmpdf['Genus'] == 'Bacteroides'].iloc[0, 1:].tolist()\n",
    "\n",
    "tmpdf = countrytotabledict['IT']\n",
    "ITsamplelist = tmpdf.loc[tmpdf['Genus'] == 'Bacteroides'].iloc[0, 1:].tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 223,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[0.17290091, 0.01797328, 0.15709261, 0.03165512, 0.0658165, 0.03124568]"
      ]
     },
     "execution_count": 223,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ITsamplelist"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 234,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "MannwhitneyuResult(statistic=46.0, pvalue=0.029239238256098945)"
      ]
     },
     "execution_count": 234,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "u_test(JPsamplelist, ITsamplelist, alternative='two-sided')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 229,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1.0.1'"
      ]
     },
     "execution_count": 229,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scipy.version.full_version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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